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1423 525 internal_value=0 -0.00012516 0.0025935 internal_weight=0 315.652 284.484 internal_count=2273 1668 605 is_linear=0 shrinkage=0.00075221 Tree=3 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1770.74 250.054 233.472 threshold=0.094405000000000003 -0.42890999999999996 -0.0068599999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031123750249945683 -0.00061243007995627431 0.0016145880935253467 0.0010663216755551509 leaf_weight=256.08922557532787 12.696712851524351 308.3004278242588 33.677412629127502 leaf_count=1473 80 612 108 internal_value=0 0.00152647 -0.000151074 internal_weight=0 320.997 289.767 internal_count=2273 692 1581 is_linear=0 shrinkage=0.000491975 Tree=4 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1678.7 238.302 201.12 threshold=0.094435000000000005 -0.42890999999999996 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084773100638392334 -0.00074878175774003935 0.0018825533792094981 -0.00047346029013825759 leaf_weight=51.381824433803558 13.108455196022986 311.04893459379673 233.85004386305809 leaf_count=203 84 592 1380 internal_value=0 0.00177611 -0.000235419 internal_weight=0 324.157 285.232 internal_count=2259 676 1583 is_linear=0 shrinkage=0.000604754 Tree=5 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1540.19 216.505 197.588 threshold=0.094435000000000005 -0.42890999999999996 -0.0013399999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044081083394162813 -0.00080482430663305769 0.0019260935529328178 0.0013094643749705301 leaf_weight=252.79076461493969 12.885662257671354 321.03487002849579 30.893966838717461 leaf_count=1486 84 592 97 internal_value=0 0.00182067 -0.000250126 internal_weight=0 333.921 283.685 internal_count=2259 676 1583 is_linear=0 shrinkage=0.000653497 Tree=6 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1556.52 305.856 194.828 threshold=0.097070000000000004 0.080235000000000015 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011143496857554602 -0.00027947340816692579 -0.00052458031572049388 0.0020416217524739976 leaf_weight=62.748742088675499 16.67232646048069 239.12101252377033 296.89428967237473 leaf_count=226 92 1417 524 internal_value=0 -0.000183852 0.0019182 internal_weight=0 301.87 313.567 internal_count=2259 1643 616 is_linear=0 shrinkage=0.000660782 Tree=7 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1427.97 395.876 142.611 threshold=0.045590000000000006 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057683861353569467 -0.00035781992519478629 0.0019625257326104399 0.0019152791943641153 leaf_weight=34.984896585345268 284.86608681082726 31.795277953147888 272.3523503690958 leaf_count=144 1606 51 458 internal_value=0 -0.000124735 0.00176297 internal_weight=0 316.661 307.337 internal_count=2259 1657 602 is_linear=0 shrinkage=0.000623872 Tree=8 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1298.27 463.7 110.365 threshold=0.045590000000000006 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067532361504578982 -0.00037719375772684986 0.0019714343384833388 0.0018557019411578439 leaf_weight=35.69049921631813 280.81436137855053 37.966726943850517 272.24572226405144 leaf_count=140 1601 57 445 internal_value=0 -9.73716e-05 0.00171894 internal_weight=0 318.781 307.936 internal_count=2243 1658 585 is_linear=0 shrinkage=0.000630897 Tree=9 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1293.04 462.933 119.669 threshold=0.045590000000000006 0.28251000000000009 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007175495741894352 -0.00034328738907111214 0.0018389011631857082 0.0017558983229451223 leaf_weight=44.611739486455917 278.72461201250553 37.89285434782505 262.61643317341805 leaf_count=167 1601 57 418 internal_value=0 -8.20274e-05 0.00160518 internal_weight=0 316.617 307.228 internal_count=2243 1658 585 is_linear=0 shrinkage=0.000585908 Tree=10 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1195.3 433.835 104.645 threshold=0.045590000000000006 0.28251000000000009 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072478932984377132 -0.00035374166358949854 0.0018074248002775007 0.0017241532428192811 leaf_weight=45.027531683444977 277.5957764685154 38.962741032242775 270.02245645225048 leaf_count=167 1601 57 418 internal_value=0 -8.76474e-05 0.00158137 internal_weight=0 316.559 315.05 internal_count=2243 1658 585 is_linear=0 shrinkage=0.000606631 Tree=11 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=1251.41 241.845 188.676 threshold=0.09227500000000001 1.0000000180025095e-35 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051417274608995438 0.002080444677624793 0.0015245329204290989 0.00088877373354209147 leaf_weight=236.07681809365749 265.70724758505821 33.824471265077591 90.700392797589302 leaf_count=1412 417 105 309 internal_value=0 -0.000258589 0.00177725 internal_weight=0 269.901 356.408 internal_count=2243 1517 726 is_linear=0 shrinkage=0.000713235 Tree=12 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1161.46 267.267 169.886 threshold=0.099195000000000019 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090587494011421963 -0.00017152460661643918 -0.00043279609139942405 0.0016179843528327644 leaf_weight=70.333210468292236 20.59185878932476 237.20924641191959 307.0076801776886 leaf_count=224 105 1443 483 internal_value=0 -0.000126612 0.0015055 internal_weight=0 307.542 327.6 internal_count=2255 1667 588 is_linear=0 shrinkage=0.000603175 Tree=13 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1080.16 254.122 156.293 threshold=0.099195000000000019 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087976129939389299 -0.00016983139578314254 -0.00043135906065506531 0.0015643252561807698 leaf_weight=71.446576580405235 20.522052466869354 234.86473077535629 313.24739402532578 leaf_count=224 105 1443 483 internal_value=0 -0.000125507 0.0014577 internal_weight=0 306.311 333.769 internal_count=2255 1667 588 is_linear=0 shrinkage=0.000608818 Tree=14 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1007.52 241.804 144.403 threshold=0.099195000000000019 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081183400390408647 -0.00015960665709167959 -0.00040807316588313249 0.0014390693751537269 leaf_weight=72.504603788256645 20.453534573316574 232.55424921214581 318.85974614322186 leaf_count=224 105 1443 483 internal_value=0 -0.0001181 0.0013427 internal_weight=0 305.059 339.313 internal_count=2255 1667 588 is_linear=0 shrinkage=0.000583305 Tree=15 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=942.279 230.239 133.93 threshold=0.099195000000000019 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007171107614706325 -0.0001434400558053175 -0.00036916811568575905 0.0012687604481101495 leaf_weight=73.509992241859436 20.386286795139313 230.27788807451725 323.88303531706333 leaf_count=224 105 1443 483 internal_value=0 -0.000106284 0.00118513 internal_weight=0 303.788 344.269 internal_count=2255 1667 588 is_linear=0 shrinkage=0.000534456 Tree=16 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=1015.54 219.983 173.803 threshold=0.094090000000000021 0.052360000000000011 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031601066964629076 -0.00069983443366753773 0.0014190450175592063 0.0013371270778108654 leaf_weight=253.26482202112675 13.891129672527311 25.727583080530167 368.44592289626598 leaf_count=1512 90 68 607 internal_value=0 -0.000155925 0.00126309 internal_weight=0 278.992 382.337 internal_count=2277 1580 697 is_linear=0 shrinkage=0.00056553 Tree=17 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=907.506 212.99 158.77 threshold=0.094090000000000021 0.052360000000000011 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031774467233707286 -0.00071225824521752284 0.0014135172554734822 0.0012780820389912549 leaf_weight=251.03934413194656 13.785520330071448 26.030486956238747 377.67018431425095 leaf_count=1512 90 68 607 internal_value=0 -0.000155008 0.00120796 internal_weight=0 277.07 391.456 internal_count=2277 1580 697 is_linear=0 shrinkage=0.000576295 Tree=18 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=911.929 202.434 156.583 threshold=0.094090000000000021 -0.0068599999999999989 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035523172947046945 -0.00072536066899262072 0.0011313421678079997 0.0013098795893111293 leaf_weight=240.53906539082527 13.598469763994215 36.668849170207977 377.54453703761101 leaf_count=1474 90 106 607 internal_value=0 -0.000158525 0.00123909 internal_weight=0 277.208 391.143 internal_count=2277 1580 697 is_linear=0 shrinkage=0.000589499 Tree=19 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=923.595 232.776 79.8746 threshold=0.098950000000000024 0.078300000000000008 -0.23894999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081697533957005583 0.00027880575430279679 -0.00036868201938532684 0.0013703239276139821 leaf_weight=74.511850088834763 24.607559338212013 234.89493913948536 333.84622122347355 leaf_count=226 103 1450 498 internal_value=0 -8.31173e-05 0.00129541 internal_weight=0 309.407 358.454 internal_count=2277 1676 601 is_linear=0 shrinkage=0.000584548 Tree=20 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=1014.3 169.432 155.079 threshold=0.09227500000000001 -0.0068599999999999989 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050508539093794961 0.001833673301600875 0.0012397890598976017 0.00079149557164796456 leaf_weight=230.85791413486004 282.61001564562321 33.362318992614746 101.82883557677269 leaf_count=1425 418 100 320 internal_value=0 -0.000284692 0.00155768 internal_weight=0 264.22 384.439 internal_count=2263 1525 738 is_linear=0 shrinkage=0.000723921 Tree=21 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=992.908 228.038 160.041 threshold=0.099450000000000011 0.080235000000000015 -0.26636999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1588530954209983e-05 -0.00085490121692821837 -0.00087755814396365368 0.00062861938450327868 leaf_weight=101.90694110095501 23.164103120565414 378.22569994628429 322.8922183662653 leaf_count=241 86 1444 492 internal_value=0 -0.000682478 0.000529275 internal_weight=0 480.133 346.056 internal_count=2263 1685 578 is_linear=0 shrinkage=0.000545361 Tree=22 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=896.347 148.787 146.641 threshold=0.09227500000000001 0.045590000000000006 -0.0068599999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047863753656413494 0.0011688398359602067 0.00039907531848884335 0.00073165570996177839 leaf_weight=266.87072250247002 303.49115425348282 112.46336825191975 37.257773905992508 leaf_count=1425 418 320 100 internal_value=0 0.000960743 -0.000330332 internal_weight=0 415.955 304.128 internal_count=2263 738 1525 is_linear=0 shrinkage=0.000571588 Tree=23 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=947.019 179.829 152.698 threshold=0.099450000000000011 1.0000000180025095e-35 -0.26636999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075322887794172192 -0.00082679385180150339 0.00055641776720165249 0.00059653263921105538 leaf_weight=447.19721007347107 23.092717155814171 32.104718893766403 317.83935993909836 leaf_count=1632 86 53 492 internal_value=0 -0.000665487 0.000500084 internal_weight=0 479.302 340.932 internal_count=2263 1685 578 is_linear=0 shrinkage=0.000534613 Tree=24 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=897.219 175.773 98.8518 threshold=0.098950000000000024 0.083325000000000024 -0.23894999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033556115232414262 -0.00018509044900604017 -0.00060968388823563497 0.001058496519406774 leaf_weight=99.824567526578903 25.655909180641174 279.56370598077774 348.83098430931568 leaf_count=291 97 1364 491 internal_value=0 -0.000360967 0.000973294 internal_weight=0 379.388 374.487 internal_count=2243 1655 588 is_linear=0 shrinkage=0.000611522 Tree=25 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=860.904 171.648 94.7832 threshold=0.098950000000000024 0.083325000000000024 -0.23894999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036004676708451878 -0.00020342788673208376 -0.00066314563786514392 0.0011312720821752497 leaf_weight=100.00034375488758 25.608005672693253 277.76336745917797 349.38350892066956 leaf_count=291 97 1364 491 internal_value=0 -0.000392285 0.00104012 internal_weight=0 377.764 374.992 internal_count=2243 1655 588 is_linear=0 shrinkage=0.000669719 Tree=26 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=803.709 282.194 68.8962 threshold=0.045590000000000006 0.28251000000000009 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010699450272585135 -0.00049859884557501989 0.0011048891670977314 0.00055287832051842758 leaf_weight=234.21217902004719 336.76252493262291 41.487639620900154 137.92284232378006 leaf_count=306 1589 54 294 internal_value=0 -0.000322676 0.000878345 internal_weight=0 378.25 372.135 internal_count=2243 1643 600 is_linear=0 shrinkage=0.000580242 Tree=27 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=877.978 147.581 129.046 threshold=0.094090000000000021 -0.30301999999999996 -0.16223499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063119239217595397 -0.00071614705928239593 0.00096687495892302589 -0.00052908612313671514 leaf_weight=37.920083895325661 19.238103613257408 387.93313644826412 305.31703028082848 leaf_count=98 94 582 1469 internal_value=0 0.000887325 -0.000400873 internal_weight=0 407.171 343.237 internal_count=2243 676 1567 is_linear=0 shrinkage=0.000593318 Tree=28 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=882.861 191.95 139.307 threshold=0.098950000000000024 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047584829094809175 -0.00040038255795415035 -0.00050048420518942214 0.001066765979250819 leaf_weight=89.287570834159851 23.393819913268089 292.32057668268681 362.87270025908947 leaf_count=231 100 1414 506 internal_value=0 -0.000272032 0.000977894 internal_weight=0 381.608 386.267 internal_count=2251 1645 606 is_linear=0 shrinkage=0.000582847 Tree=29 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=778.428 178.45 124.299 threshold=0.098950000000000024 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062828440670727789 -0.0005678250127190618 -0.00069513852628355426 0.0013889857871120796 leaf_weight=89.938764810562134 23.240188241004944 289.07826797664165 365.1903804987669 leaf_count=231 100 1414 506 internal_value=0 -0.000381081 0.00127189 internal_weight=0 379.017 388.431 internal_count=2251 1645 606 is_linear=0 shrinkage=0.000820589 Tree=30 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=743.762 171.716 118.473 threshold=0.098950000000000024 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043945940240332291 -0.00040122936376919946 -0.00049276918939872088 0.00097506915095613091 leaf_weight=90.295309036970139 23.099134102463722 286.40969847142696 365.32379022240639 leaf_count=231 100 1414 506 internal_value=0 -0.000269305 0.000893206 internal_weight=0 376.705 388.423 internal_count=2251 1645 606 is_linear=0 shrinkage=0.000589489 Tree=31 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=810.69 181.716 124.338 threshold=0.098950000000000024 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050853155091993955 -0.00044221348735155728 -0.0005631281028838504 0.0011372220355867798 leaf_weight=89.979019999504089 23.0088901668787 290.99560050666332 364.97804234921932 leaf_count=231 100 1414 506 internal_value=0 -0.00031001 0.00104354 internal_weight=0 380.975 387.987 internal_count=2251 1645 606 is_linear=0 shrinkage=0.000659113 Tree=32 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=775.437 283.887 95.0548 threshold=0.045590000000000006 0.28251000000000009 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027449786423040177 -0.00059103220551667195 0.0013351658417995076 0.001203769281277156 leaf_weight=66.156846836209297 340.39293241500854 42.785777613520622 316.22378058731556 leaf_count=192 1628 54 427 internal_value=0 -0.000375897 0.00104301 internal_weight=0 383.179 382.381 internal_count=2301 1682 619 is_linear=0 shrinkage=0.000704938 Tree=33 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=741.286 272.472 91.2442 threshold=0.045590000000000006 0.28251000000000009 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025146461582270556 -0.0005474165114348605 0.0012257999982286066 0.0011058533043995561 leaf_weight=66.307889461517334 337.48401221632957 42.791218549013138 316.06708420813084 leaf_count=192 1628 54 427 internal_value=0 -0.00034783 0.000957713 internal_weight=0 380.275 382.375 internal_count=2301 1682 619 is_linear=0 shrinkage=0.000662124 Tree=34 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=709.054 261.636 87.722 threshold=0.045590000000000006 0.28251000000000009 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026919379792811592 -0.00059243330799715606 0.0013160957524882531 0.0011878593417033792 leaf_weight=66.453289210796356 334.59682086110115 42.760350719094276 315.6929886341095 leaf_count=192 1628 54 427 internal_value=0 -0.000376112 0.00102813 internal_weight=0 377.357 382.146 internal_count=2301 1682 619 is_linear=0 shrinkage=0.000726672 Tree=35 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=678.593 251.338 84.4571 threshold=0.045590000000000006 0.28251000000000009 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024610232759195291 -0.00054750465909333143 0.0012076133470116119 0.0010902848414423736 leaf_weight=66.593270480632782 331.73276101052761 42.695667758584023 315.11642184853554 leaf_count=192 1628 54 427 internal_value=0 -0.000347319 0.000943028 internal_weight=0 374.428 381.71 internal_count=2301 1682 619 is_linear=0 shrinkage=0.000681023 Tree=36 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=728.515 177.408 70.896 threshold=0.097070000000000004 -0.029849999999999998 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051395329521164781 0.0011028576741584292 0.00082329611573599755 0.00045216649540834141 leaf_weight=309.16640663146973 297.61741727590561 48.252890422940254 92.380570068955421 leaf_count=1502 385 116 227 internal_value=0 -0.000333385 0.000948755 internal_weight=0 357.419 389.998 internal_count=2230 1618 612 is_linear=0 shrinkage=0.000648731 Tree=37 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=822.288 149.066 95.4877 threshold=0.10234000000000001 0.082120000000000012 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8956141488836478e-05 -0.00044317423754168658 -0.00071734549414387142 0.00054396689387128114 leaf_weight=109.27965255081654 26.151283413171768 367.57213486731052 290.42774344980717 leaf_count=273 85 1412 460 internal_value=0 -0.000566471 0.000462401 internal_weight=0 476.852 316.579 internal_count=2230 1685 545 is_linear=0 shrinkage=0.000494924 Tree=38 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=695.926 161.506 111.611 threshold=0.098370000000000027 0.082120000000000012 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030869096716530203 -0.0006489740500131454 -0.00059324789892826167 0.0008698769762231389 leaf_weight=97.908455267548561 18.662312522530556 284.75478082895279 360.99798299372196 leaf_count=249 85 1385 511 internal_value=0 -0.000362473 0.000795189 internal_weight=0 382.663 379.66 internal_count=2230 1634 596 is_linear=0 shrinkage=0.000605824 Tree=39 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=668.911 176.571 57.8362 threshold=0.10234000000000001 0.082120000000000012 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034180642704033815 0.00095803420414935407 -0.00060430768341692624 0.00020639386598345205 leaf_weight=110.71735157072544 308.59155498445034 290.49185334146023 48.10564061999321 leaf_count=273 415 1412 130 internal_value=0 -0.000343215 0.000856681 internal_weight=0 401.209 356.697 internal_count=2230 1685 545 is_linear=0 shrinkage=0.000637525 Tree=40 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=762.227 162.522 91.8042 threshold=0.099515000000000006 0.081180000000000016 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035773419500429034 -0.00028110861658480515 -0.00057804144898103719 0.0009601124959033408 leaf_weight=95.131495624780655 24.810111612081528 301.26582907140255 359.69784304499626 leaf_count=240 94 1440 497 internal_value=0 -0.000353458 0.000880014 internal_weight=0 396.397 384.508 internal_count=2271 1680 591 is_linear=0 shrinkage=0.000624188 Tree=41 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=737.664 160.143 89.2896 threshold=0.099515000000000006 0.081180000000000016 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032516008491055847 -0.00025956589507962886 -0.0005334638195493073 0.00086974708058879587 leaf_weight=95.419865876436234 24.965087711811066 300.76746514439583 359.28985969722271 leaf_count=240 94 1440 497 internal_value=0 -0.000326663 0.000796366 internal_weight=0 396.187 384.255 internal_count=2271 1680 591 is_linear=0 shrinkage=0.000577512 Tree=42 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=668.413 143.632 82.7407 threshold=0.099515000000000006 0.081180000000000016 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034021324744224754 -0.00030918751445745254 -0.00060453147166497981 0.00095895949421370209 leaf_weight=95.831613332033157 24.734109327197075 295.04590268433094 354.77091118693352 leaf_count=240 94 1440 497 internal_value=0 -0.000372903 0.000876297 internal_weight=0 390.878 379.505 internal_count=2271 1680 591 is_linear=0 shrinkage=0.000670495 Tree=43 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=641.908 138.676 79.5015 threshold=0.099515000000000006 0.081180000000000016 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027934510827087156 -0.00025503099437523125 -0.00050204938607412793 0.00079228354817216593 leaf_weight=95.978302016854286 24.660755068063736 292.193289488554 353.14266523718834 leaf_count=240 94 1440 497 internal_value=0 -0.00030884 0.000723912 internal_weight=0 388.172 377.803 internal_count=2271 1680 591 is_linear=0 shrinkage=0.000564036 Tree=44 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=583.472 249.971 78.3156 threshold=0.045590000000000006 0.15891500000000003 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6506437454380435e-05 -0.00049037765535800003 0.00067401760165213464 0.00078628422263622992 leaf_weight=53.757122859358788 317.70649841427803 68.1481604129076 319.721789970994 leaf_count=151 1535 130 448 internal_value=0 -0.000284703 0.000682691 internal_weight=0 385.855 373.479 internal_count=2264 1665 599 is_linear=0 shrinkage=0.000551737 Tree=45 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=662.288 274.012 81.427 threshold=0.045590000000000006 0.15891500000000003 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010678310348923377 -0.00056282150101446572 0.00078292976329455476 0.00092619466364251299 leaf_weight=53.257390558719635 325.54437451064587 69.185090824961662 324.49984580278397 leaf_count=151 1535 130 448 internal_value=0 -0.000326922 0.000810683 internal_weight=0 394.729 377.757 internal_count=2264 1665 599 is_linear=0 shrinkage=0.00061417 Tree=46 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=572.253 244.142 76.117 threshold=0.045590000000000006 0.15891500000000003 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7692205892038649e-05 -0.0005416939827281675 0.00073943286264166084 0.00086855823396620932 leaf_weight=53.704757690429688 316.12475809454918 68.307105049490929 319.04313959181309 leaf_count=151 1535 130 448 internal_value=0 -0.000314034 0.000754622 internal_weight=0 384.432 372.748 internal_count=2264 1665 599 is_linear=0 shrinkage=0.00061457 Tree=47 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=679.976 152.697 136.354 threshold=0.097070000000000004 0.059940000000000007 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044189404328532413 -0.00084590275521652717 0.00092838357442185629 0.00086367464074629016 leaf_weight=344.54770661890507 17.232714354991913 31.353720605373383 378.46734969317913 leaf_count=1564 84 68 548 internal_value=0 -0.000327559 0.000789185 internal_weight=0 375.901 395.7 internal_count=2264 1632 632 is_linear=0 shrinkage=0.000594621 Tree=48 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=697.691 148.028 136.853 threshold=0.092810000000000017 -0.41304999999999997 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063112504665426103 -0.00094340874589928187 0.00089869618098365205 0.00072795039188638185 leaf_weight=291.0446917116642 20.247540220618248 407.54848349094391 36.930525094270706 leaf_count=1413 100 634 93 internal_value=0 0.000811471 -0.000478058 internal_weight=0 427.796 327.975 internal_count=2240 734 1506 is_linear=0 shrinkage=0.000665202 Tree=49 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=621.429 137.372 133.574 threshold=0.092810000000000017 -0.41304999999999997 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069452426243839553 -0.0010516207311140739 0.00094720384742625382 0.00081472284528631288 leaf_weight=285.50834292173386 20.040450990200043 401.92116992175579 36.759398505091667 leaf_count=1413 100 634 93 internal_value=0 0.000852229 -0.000522334 internal_weight=0 421.962 322.268 internal_count=2240 734 1506 is_linear=0 shrinkage=0.000745369 Tree=50 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=702.812 145.769 135.806 threshold=0.092810000000000017 -0.41304999999999997 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053927240684845665 -0.00080016192328491713 0.00078226456393836017 0.00062758595069579656 leaf_weight=289.1520277261734 20.019576594233513 409.01303946971893 36.884386301040649 leaf_count=1413 100 634 93 internal_value=0 0.000708393 -0.000407237 internal_weight=0 429.033 326.036 internal_count=2240 734 1506 is_linear=0 shrinkage=0.000572791 Tree=51 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=644.623 137.894 129.756 threshold=0.092810000000000017 -0.41304999999999997 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051879882317063864 -0.00077973234270183999 0.00072136690055735642 0.0005863466650608501 leaf_weight=286.53025226294994 19.885201930999756 404.84979256987572 37.188970565795898 leaf_count=1413 100 634 93 internal_value=0 0.000651057 -0.000391812 internal_weight=0 424.735 323.719 internal_count=2240 734 1506 is_linear=0 shrinkage=0.000556734 Tree=52 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=634.711 214.85 67.8981 threshold=0.045590000000000006 0.28251000000000009 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00086504162375516253 -0.00041570876051360271 0.00085485232424780766 0.0004066251922593318 leaf_weight=221.95480413734913 347.41519223153591 41.172444120049477 149.78076760470867 leaf_count=285 1629 55 311 internal_value=0 -0.000281052 0.000680366 internal_weight=0 388.588 371.736 internal_count=2280 1684 596 is_linear=0 shrinkage=0.000526013 Tree=53 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=574.368 175.278 94.5442 threshold=0.045590000000000006 -0.10899499999999999 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4870786537071477e-05 0.00094749305748140634 -0.00055257646081279031 0.0010200449983792828 leaf_weight=48.332217574119568 45.322553649544716 337.19601356983185 319.49775463342667 leaf_count=146 107 1577 450 internal_value=0 -0.000374803 0.000878807 internal_weight=0 382.519 367.83 internal_count=2280 1684 596 is_linear=0 shrinkage=0.000716301 Tree=54 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=609.39 136.628 104.901 threshold=0.10114000000000002 -0.0068599999999999989 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000431915118999741 -0.00055725554073557241 0.00065425820815419723 0.0008753165367824849 leaf_weight=349.00422103703022 20.018968671560287 48.824059158563614 338.02031795680523 leaf_count=1600 91 116 473 internal_value=0 -0.000298588 0.000795192 internal_weight=0 397.828 358.039 internal_count=2280 1716 564 is_linear=0 shrinkage=0.000608251 Tree=55 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=561.455 199.12 66.0609 threshold=0.045590000000000006 0.28251000000000009 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010534400711067512 -0.00051448143626471122 0.0010555673929450258 0.00047253409707080076 leaf_weight=218.50522774457932 340.13980552554131 40.838307976722717 148.53671103715897 leaf_count=285 1629 55 311 internal_value=0 -0.000346138 0.000818392 internal_weight=0 380.978 367.042 internal_count=2280 1684 596 is_linear=0 shrinkage=0.000671978 Tree=56 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=583.774 141.111 111.37 threshold=0.09227500000000001 0.052360000000000011 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062968364854416935 0.0010372396555698442 0.0010520941137740238 0.00017443491044721778 leaf_weight=298.65270787477493 302.71882209181786 28.593146026134491 105.61287678778172 leaf_count=1477 415 62 299 internal_value=0 -0.000482685 0.000814098 internal_weight=0 327.246 408.332 internal_count=2253 1539 714 is_linear=0 shrinkage=0.000723411 Tree=57 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=560.777 135.34 107.893 threshold=0.09227500000000001 0.052360000000000011 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056305049144407527 0.00092439778218083571 0.00092477033127898612 0.00015443637671433167 leaf_weight=295.88523642718792 300.90188278257847 28.812978893518448 105.66601008176804 leaf_count=1477 415 62 299 internal_value=0 -0.000430978 0.000724303 internal_weight=0 324.698 406.568 internal_count=2253 1539 714 is_linear=0 shrinkage=0.0006555 Tree=58 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=650.642 139.708 113.695 threshold=0.09227500000000001 0.052360000000000011 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043870486460575629 -0.00054212683329060512 0.00070190898368837902 0.00065132905992264668 leaf_weight=304.11142513155937 20.67704850435257 28.948782414197922 394.10472781956196 leaf_count=1477 97 62 617 internal_value=0 -0.000339531 0.000591813 internal_weight=0 333.06 414.782 internal_count=2253 1539 714 is_linear=0 shrinkage=0.000496267 Tree=59 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=547.805 130.309 105.862 threshold=0.09227500000000001 0.052360000000000011 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063070439245480395 0.0010367120176229972 0.0010159501143709106 0.00017398286059951297 leaf_weight=294.05196458101273 299.92957383394241 29.032565176486969 105.8692237585783 leaf_count=1477 415 62 299 internal_value=0 -0.000482684 0.000811653 internal_weight=0 323.085 405.799 internal_count=2253 1539 714 is_linear=0 shrinkage=0.000741702 Tree=60 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=721.147 148.641 131.867 threshold=0.092415000000000011 0.059940000000000007 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052069359190174346 -0.00068041144243911173 0.00074808177992380636 0.00070668051470422618 leaf_weight=292.88070596754551 20.419473394751549 28.825286567211151 421.4172473102808 leaf_count=1429 96 60 664 internal_value=0 -0.000406972 0.000642549 internal_weight=0 321.706 441.837 internal_count=2249 1489 760 is_linear=0 shrinkage=0.000533254 Tree=61 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=574.57 137.465 113.906 threshold=0.092415000000000011 0.059940000000000007 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057828711850420897 -0.0007857208997464882 0.00084510084651986527 0.00073668082418063539 leaf_weight=279.14954441785812 19.844616681337357 28.834958374500275 409.36987602710724 leaf_count=1429 96 60 664 internal_value=0 -0.000444979 0.000666261 internal_weight=0 307.985 429.214 internal_count=2249 1489 760 is_linear=0 shrinkage=0.000620807 Tree=62 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=682.596 116.752 91.4362 threshold=0.10098000000000001 0.059940000000000007 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064673638633461965 0.00054465964683526153 0.00031451541972596093 -0.00016231078603472752 leaf_weight=421.65953242778778 253.00403636693954 35.933529153466225 59.1597780585289 leaf_count=1595 422 73 159 internal_value=0 -0.000571242 0.000410676 internal_weight=0 457.593 312.164 internal_count=2249 1668 581 is_linear=0 shrinkage=0.000511987 Tree=63 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=682.588 118.707 98.0745 threshold=0.10098000000000001 0.059940000000000007 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062111059252725721 -0.00048210006738469511 0.00031573365620406202 0.00048912404401660445 leaf_weight=421.01154637336731 28.033544108271599 36.058746010065079 285.55657796561718 leaf_count=1595 95 73 486 internal_value=0 -0.000547192 0.000402277 internal_weight=0 457.07 313.59 internal_count=2249 1668 581 is_linear=0 shrinkage=0.000495625 Tree=64 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=714.982 230.877 103.106 threshold=0.045590000000000006 0.23458500000000002 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3751625451359508e-05 -0.00047856872279326818 0.00055055865632348757 0.00067823493427897992 leaf_weight=50.090921521186829 347.13835148513317 57.142313167452812 320.51340925693512 leaf_count=149 1558 102 446 internal_value=0 -0.000333089 0.000579302 internal_weight=0 404.281 370.604 internal_count=2255 1660 595 is_linear=0 shrinkage=0.000474485 Tree=65 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=577.907 203.103 91.0681 threshold=0.045590000000000006 0.15891500000000003 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001174366284651015 -0.00070922503173922286 0.0006928385697794596 0.00091879005837622806 leaf_weight=50.340428784489632 328.03261008858681 62.745680391788483 306.65683360397816 leaf_count=149 1531 129 446 internal_value=0 -0.000484079 0.000772673 internal_weight=0 390.778 356.997 internal_count=2255 1660 595 is_linear=0 shrinkage=0.000714074 Tree=66 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=599.267 206.177 93.9123 threshold=0.045590000000000006 0.15891500000000003 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8834523324988321e-05 -0.00059939763734248521 0.00058332963412899589 0.00078254991025011715 leaf_weight=50.34518800675869 330.06169544160366 62.819224864244461 308.99772363901138 leaf_count=149 1531 129 446 internal_value=0 -0.000410268 0.000659066 internal_weight=0 392.881 359.343 internal_count=2255 1660 595 is_linear=0 shrinkage=0.000598447 Tree=67 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=561.289 198.602 88.7554 threshold=0.045590000000000006 0.12500000000000003 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010172517442777938 -0.00057012499890371179 0.00096659670243697221 0.00080384838051641234 leaf_weight=50.316613718867302 351.11033684015274 37.094318136572838 304.98088398575783 leaf_count=149 1609 51 446 internal_value=0 -0.000423246 0.000675604 internal_weight=0 388.205 355.297 internal_count=2255 1660 595 is_linear=0 shrinkage=0.000631744 Tree=68 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=550.989 123.955 94.1118 threshold=0.10098000000000001 0.078300000000000008 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022260539367068385 -0.00072766972784911238 -0.00061874460917774867 0.00079012978774034462 leaf_weight=98.631664425134659 18.335458114743233 304.08245299756527 327.4946556687355 leaf_count=242 82 1472 491 internal_value=0 -0.000412683 0.000709622 internal_weight=0 402.714 345.83 internal_count=2287 1714 573 is_linear=0 shrinkage=0.000652186 Tree=69 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=647.707 145.65 119.891 threshold=0.099450000000000011 0.078300000000000008 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026136217681230266 -0.00089466281726355507 -0.00061264111477932182 0.00079112420278371889 leaf_weight=93.373283877968788 16.60173799097538 309.11351978778839 352.23004667460918 leaf_count=228 79 1463 517 internal_value=0 -0.000409878 0.000715202 internal_weight=0 402.487 368.832 internal_count=2287 1691 596 is_linear=0 shrinkage=0.000613306 Tree=70 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=600.018 249.532 51.9755 threshold=0.078300000000000008 0.28251000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087233111249849626 -0.00059504558327915652 0.00096120777447900453 0.00039533592070405187 leaf_weight=227.83303928375244 345.05315971374512 44.954262107610703 144.02917656302452 leaf_count=319 1609 59 300 internal_value=0 -0.000415626 0.000687612 internal_weight=0 390.007 371.862 internal_count=2287 1668 619 is_linear=0 shrinkage=0.000621419 Tree=71 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=547.6 123.514 93.1315 threshold=0.10098000000000001 0.078300000000000008 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020303581023403591 -0.0007164090669811384 -0.0005526971537192101 0.00070885558020866008 leaf_weight=98.784943267703056 16.569631084799767 302.63453848659992 329.55056393146515 leaf_count=242 78 1472 495 internal_value=0 -0.000366719 0.000640589 internal_weight=0 401.419 346.12 internal_count=2287 1714 573 is_linear=0 shrinkage=0.000586863 Tree=72 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=501.824 104.892 70.1835 threshold=0.099195000000000019 -0.018054999999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054857296448529219 0.0008419024609409839 0.00051361344543118987 2.6628403748893764e-05 leaf_weight=328.91646333038807 279.09763456881046 47.134085670113564 56.282208725810051 leaf_count=1525 425 116 142 internal_value=0 -0.000415419 0.000705095 internal_weight=0 376.051 335.38 internal_count=2208 1641 567 is_linear=0 shrinkage=0.000666007 Tree=73 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=585.307 112.844 80.4317 threshold=0.099195000000000019 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018049492818159358 -0.00034543672386666959 -0.00053014413498204678 0.0007021266206788233 leaf_weight=89.778495460748672 24.337745249271393 298.1727714240551 321.69720163941383 leaf_count=227 92 1414 475 internal_value=0 -0.000365689 0.000628433 internal_weight=0 387.951 346.035 internal_count=2208 1641 567 is_linear=0 shrinkage=0.00055573 Tree=74 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=491.116 102.527 70.1431 threshold=0.099195000000000019 -0.060004999999999996 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051312170779308267 -0.00036249564439144049 0.00031340085643631301 0.0007038851293066766 leaf_weight=309.87253901362419 23.787547156214714 65.071188524365425 310.78883847594261 leaf_count=1453 92 188 475 internal_value=0 -0.000369671 0.000628052 internal_weight=0 374.944 334.576 internal_count=2208 1641 567 is_linear=0 shrinkage=0.000598656 Tree=75 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=564.868 118.411 75.2564 threshold=0.099195000000000019 0.080235000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024221268421499565 -0.00037876050414663379 -0.000610300539494849 0.00081285424303807578 leaf_weight=89.106829077005386 23.908543944358826 294.79849800467491 321.06028896570206 leaf_count=227 92 1414 475 internal_value=0 -0.000412425 0.000730251 internal_weight=0 383.905 344.969 internal_count=2208 1641 567 is_linear=0 shrinkage=0.000648092 Tree=76 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=487.077 131.943 77.2366 threshold=0.10019500000000002 0.083325000000000024 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019640603880851482 -0.00053543785685508541 -0.00063304148145076206 0.0007329053444941519 leaf_weight=109.32681947946548 20.956079438328743 278.62559930980206 314.42220255732536 leaf_count=290 85 1397 486 internal_value=0 -0.000399301 0.000653627 internal_weight=0 387.952 335.378 internal_count=2258 1687 571 is_linear=0 shrinkage=0.000639881 Tree=77 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=487.275 203.417 69.3292 threshold=0.080235000000000015 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9317444602178283e-05 -0.00062018804865695458 0.00096865048978374486 0.00081460023728789947 leaf_weight=55.340938627719879 333.76076930761337 42.337220922112465 291.05009371042252 leaf_count=162 1592 59 445 internal_value=0 -0.000441293 0.000681376 internal_weight=0 376.098 346.391 internal_count=2258 1651 607 is_linear=0 shrinkage=0.000682959 Tree=78 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=610.475 243.548 48.9479 threshold=0.080235000000000015 0.28251000000000009 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008104786185921017 -0.00049099901004484169 0.00081187499062764369 0.00042413282573113817 leaf_weight=163.70133091509342 347.00962422788143 44.256223872303963 198.81588667631149 leaf_count=216 1592 59 391 internal_value=0 -0.000343598 0.000598628 internal_weight=0 391.266 362.517 internal_count=2258 1651 607 is_linear=0 shrinkage=0.000523129 Tree=79 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=534.738 130.605 106.52 threshold=0.099450000000000011 -0.0068599999999999989 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050086097606831374 -0.00075942625610694815 0.00047371692481873006 0.00068324736038711804 leaf_weight=334.85431095957756 17.732139840722084 52.317607343196869 331.42996397614479 leaf_count=1552 81 121 504 internal_value=0 -0.000369152 0.000609944 internal_weight=0 387.172 349.162 internal_count=2258 1673 585 is_linear=0 shrinkage=0.000573712 Tree=80 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=455.633 180.46 65.8656 threshold=0.045590000000000006 0.31595000000000006 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3677063978609852e-05 -0.00052654796371315608 0.00094207521346371763 0.00076807618921542677 leaf_weight=46.588392004370689 342.22515997290611 39.516588687896729 299.9599944204092 leaf_count=137 1622 55 463 internal_value=0 -0.000374482 0.000656262 internal_weight=0 381.742 346.548 internal_count=2277 1677 600 is_linear=0 shrinkage=0.000650832 Tree=81 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=438.495 173.848 63.8382 threshold=0.045590000000000006 0.31595000000000006 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010738541661123332 -0.0005096249487257094 0.00091147969459749571 0.00073634695493217687 leaf_weight=41.677908167243004 339.50290697813034 39.215985804796219 302.62997694313526 leaf_count=124 1622 55 476 internal_value=0 -0.000362432 0.000634214 internal_weight=0 378.719 344.308 internal_count=2277 1677 600 is_linear=0 shrinkage=0.000639182 Tree=82 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=511.968 194.06 71.252 threshold=0.045590000000000006 0.31595000000000006 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9804700200233896e-05 -0.00037327516719277179 0.00067015017545647075 0.00056282699390345552 leaf_weight=49.574504643678665 351.10470110177994 40.383587703108788 306.13418118655682 leaf_count=144 1622 55 456 internal_value=0 -0.000265614 0.00048163 internal_weight=0 391.488 355.709 internal_count=2277 1677 600 is_linear=0 shrinkage=0.000450859 Tree=83 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=428.654 169.351 62.5491 threshold=0.045590000000000006 0.31595000000000006 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.561743590082583e-05 -0.00055261085584322044 0.00098849422195433916 0.00080767243457424145 leaf_weight=46.583502396941185 337.97078365087509 39.033733233809471 296.7206167280674 leaf_count=137 1622 55 463 internal_value=0 -0.000393008 0.000689177 internal_weight=0 377.005 343.304 internal_count=2277 1677 600 is_linear=0 shrinkage=0.000700669 Tree=84 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=530.588 122.434 116.737 threshold=0.094695000000000015 -0.018054999999999998 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039326698938686201 -0.00059799455725445701 0.00045250599792539479 0.00055318055374838191 leaf_weight=315.9963356256485 20.127227768301964 42.007983699440956 365.34129372239113 leaf_count=1490 95 99 570 internal_value=0 -0.000294006 0.000493045 internal_weight=0 358.004 385.469 internal_count=2254 1589 665 is_linear=0 shrinkage=0.000465523 Tree=85 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=534.473 204.501 54.189 threshold=0.045590000000000006 0.28251000000000009 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071059911116791495 -0.00040419241082239926 0.00069378144697920211 0.00032222734063752249 leaf_weight=209.59283520281315 346.97076053917408 45.873038738965988 145.4611015021801 leaf_count=285 1605 64 300 internal_value=0 -0.000275953 0.000551514 internal_weight=0 392.844 355.054 internal_count=2254 1669 585 is_linear=0 shrinkage=0.000488804 Tree=86 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=447.435 176.046 81.2458 threshold=0.045590000000000006 0.15891500000000003 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011619434234204366 -0.00054335035072396588 0.00060648776839145567 0.00078444338515435829 leaf_weight=47.123416915535927 312.5154879540205 65.317087739706039 295.60210858285427 leaf_count=142 1533 136 443 internal_value=0 -0.000344554 0.00066061 internal_weight=0 377.833 342.726 internal_count=2254 1669 585 is_linear=0 shrinkage=0.000637047 Tree=87 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=485.009 114.991 112.5 threshold=0.094695000000000015 -0.018054999999999998 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046214387059390332 -0.00072123314475525818 0.00051880678097975062 0.00063542894685996159 leaf_weight=311.71541891992092 20.083306819200516 42.236356779932976 358.61567552387714 leaf_count=1490 95 99 570 internal_value=0 -0.000345067 0.000563449 internal_weight=0 353.952 378.699 internal_count=2254 1589 665 is_linear=0 shrinkage=0.000558007 Tree=88 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=577.876 189.55 73.8561 threshold=0.080235000000000015 -0.17035999999999998 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013567829917745296 0.00055787092022800103 -0.00053351543698727712 0.00079875761085133911 leaf_weight=70.68894237279892 66.423640683293343 311.22365948557854 317.04780228435993 leaf_count=196 150 1475 443 internal_value=0 -0.000341535 0.000677883 internal_weight=0 377.647 387.737 internal_count=2264 1625 639 is_linear=0 shrinkage=0.000586566 Tree=89 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=668.849 209.545 83.0857 threshold=0.045590000000000006 0.28251000000000009 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4125669808328631e-05 -0.00040003405730194039 0.00070968183857334324 0.00068131106439178388 leaf_weight=63.86835952103138 356.63734452426434 42.11330235004425 324.57191342115402 leaf_count=175 1591 57 441 internal_value=0 -0.000282805 0.000584774 internal_weight=0 398.751 388.44 internal_count=2264 1648 616 is_linear=0 shrinkage=0.000470574 Tree=90 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=630.198 200.097 75.618 threshold=0.080235000000000015 0.13052500000000003 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011859628914710108 -0.00040531609283851581 0.00082013309999303134 0.00067240121180274634 leaf_weight=70.44093444943428 354.56541605293751 34.199602901935577 320.54444515705109 leaf_count=196 1580 45 443 internal_value=0 -0.000297479 0.000572637 internal_weight=0 388.765 390.985 internal_count=2264 1625 639 is_linear=0 shrinkage=0.000483943 Tree=91 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=486.861 171.81 64.4875 threshold=0.080235000000000015 0.13052500000000003 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028400957794268004 -0.00053932727500559114 0.0011059921056212451 0.0009115658011046656 leaf_weight=110.3920803964138 334.22886368632317 33.114149317145348 263.35720500349998 leaf_count=269 1580 45 370 internal_value=0 -0.00039096 0.000726232 internal_weight=0 367.343 373.749 internal_count=2264 1625 639 is_linear=0 shrinkage=0.00068917 Tree=92 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=477.752 155.516 37.2875 threshold=0.10384000000000002 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047706861386353615 0.00090081595932717923 0.00091317265639275489 0.00030133470383328327 leaf_weight=365.15667240321636 254.47477757930756 41.81281390786171 59.791900396347046 leaf_count=1674 373 64 134 internal_value=0 -0.000334196 0.000786785 internal_weight=0 406.969 314.267 internal_count=2245 1738 507 is_linear=0 shrinkage=0.000682967 Tree=93 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=459.982 149.494 45.2254 threshold=0.10384000000000002 1.0000000180025095e-35 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050941150277339028 -0.00017921586696012886 0.00097345804285581174 0.00091907567402397801 leaf_weight=362.81644669175148 22.165444999933243 41.613612681627274 289.75978879630566 leaf_count=1674 77 64 430 internal_value=0 -0.000356794 0.000841025 internal_weight=0 404.43 311.925 internal_count=2245 1738 507 is_linear=0 shrinkage=0.000741165 Tree=94 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=443.23 143.722 43.8296 threshold=0.10384000000000002 1.0000000180025095e-35 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004481905715336815 -0.00015681580079927095 0.00085531384020076412 0.00081073858962137926 leaf_weight=360.49801436066628 22.143886730074883 41.403144478797913 287.16469885408878 leaf_count=1674 77 64 430 internal_value=0 -0.000313872 0.000741464 internal_weight=0 401.901 309.309 internal_count=2245 1738 507 is_linear=0 shrinkage=0.000662742 Tree=95 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=427.157 138.187 42.4918 threshold=0.10384000000000002 1.0000000180025095e-35 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048139905058188436 -0.00016751606643624755 0.00091772634944884833 0.00087328953465439711 leaf_weight=358.20220875740051 22.122594118118286 41.182361036539078 284.5347313284874 leaf_count=1674 77 64 430 internal_value=0 -0.000337092 0.000798199 internal_weight=0 399.385 306.657 internal_count=2245 1738 507 is_linear=0 shrinkage=0.000723489 Tree=96 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=387.221 105.88 94.9516 threshold=0.091785000000000019 0.037885000000000009 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051357162312414819 -0.00074779306818122397 0.00053862947389023597 0.00054215688481722049 leaf_weight=272.64880494773388 20.055303439497948 36.116432622075081 369.21052990853786 leaf_count=1411 97 87 670 internal_value=0 -0.000390469 0.000475664 internal_weight=0 308.765 389.266 internal_count=2265 1498 767 is_linear=0 shrinkage=0.000577587 Tree=97 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=478.594 106.368 104.141 threshold=0.092415000000000011 -1.0000000180025095e-35 0.037885000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052654703805491429 -0.000568045666169651 0.00062080757999954082 0.00051402334034830754 leaf_weight=287.5357356518507 27.316931948065758 376.72093032300472 36.710335105657578 leaf_count=1428 92 658 87 internal_value=0 0.000540406 -0.000408713 internal_weight=0 404.038 324.246 internal_count=2265 750 1515 is_linear=0 shrinkage=0.000581897 Tree=98 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=432.837 200.611 59.1507 threshold=0.080235000000000015 0.15891500000000003 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065201582924752713 -0.00043817732556161769 0.0004902011021375777 0.00024300598229259202 leaf_weight=203.81440265476704 307.87978591024876 67.31591334939003 142.74022670090199 leaf_count=299 1516 136 314 internal_value=0 -0.000271595 0.000483574 internal_weight=0 375.196 346.555 internal_count=2265 1652 613 is_linear=0 shrinkage=0.000487208 Tree=99 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=481.707 108.525 105.792 threshold=0.092415000000000011 0.052360000000000011 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042395998776249643 -0.00061988939632197544 0.00058847144504122926 0.00049785124384324031 leaf_weight=299.76602548360825 20.452915325760841 26.41842445731163 382.47416810691357 leaf_count=1458 97 57 653 internal_value=0 -0.000341931 0.000441087 internal_weight=0 326.184 402.927 internal_count=2265 1515 750 is_linear=0 shrinkage=0.000479005 Tree=100 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=433.025 148.745 56.1742 threshold=0.078300000000000008 0.28251000000000009 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9583071403830957e-06 -0.00068293165617859498 0.0010611558685735358 0.00093327055233231556 leaf_weight=51.237495586276054 327.56450507044792 35.804080873727798 269.17087322473526 leaf_count=151 1641 53 421 internal_value=0 -0.000511033 0.00078483 internal_weight=0 363.369 320.408 internal_count=2266 1694 572 is_linear=0 shrinkage=0.000812612 Tree=101 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=417.15 143.41 54.6301 threshold=0.078300000000000008 0.28251000000000009 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1846613341381603e-05 -0.00052665483587086871 0.00081773245139222476 0.00071328274119690743 leaf_weight=46.514631718397141 324.67168599367142 35.513717144727707 271.54682119190693 leaf_count=139 1641 53 433 internal_value=0 -0.000394064 0.000604317 internal_weight=0 360.185 318.061 internal_count=2266 1694 572 is_linear=0 shrinkage=0.000635312 Tree=102 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=461.134 155.526 61.0607 threshold=0.078300000000000008 0.28251000000000009 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5687159310645112e-06 -0.00052526298690379726 0.0008162218182796463 0.00072711396273947835 leaf_weight=51.413147300481796 333.39920251071453 36.386348843574524 274.90808908641338 leaf_count=151 1641 53 421 internal_value=0 -0.000393228 0.000611841 internal_weight=0 369.786 326.321 internal_count=2266 1694 572 is_linear=0 shrinkage=0.000616245 Tree=103 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=471.524 156.203 59.8921 threshold=0.078300000000000008 0.28251000000000009 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.5387471366490085e-06 -0.00048184675599779352 0.0007495810008999582 0.00067292771259728091 leaf_weight=51.28563030064106 333.96450380980968 36.41008834540844 276.57527504861355 leaf_count=151 1641 53 421 internal_value=0 -0.000360757 0.000569007 internal_weight=0 370.375 327.861 internal_count=2266 1694 572 is_linear=0 shrinkage=0.000564674 Tree=104 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=445.453 129.863 67.1513 threshold=0.10114000000000002 0.083325000000000024 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021982097997342578 0.00074343986806084264 -0.00054101990924229908 2.4254463781418114e-05 leaf_weight=109.29485736787319 262.86694276332855 276.55600066483021 54.791117802262306 leaf_count=289 401 1414 140 internal_value=0 -0.000325506 0.0006194 internal_weight=0 385.851 317.658 internal_count=2244 1703 541 is_linear=0 shrinkage=0.000590955 Tree=105 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=486.34 104.423 85.2591 threshold=0.10114000000000002 0.083325000000000024 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2442835374263914e-05 -0.00052783609773176697 -0.00062276181737354081 0.00044625196287952508 leaf_weight=109.76931200921535 24.723582416772842 344.82245065271854 247.77563205361366 leaf_count=289 87 1414 454 internal_value=0 -0.000487471 0.000357843 internal_weight=0 454.592 272.499 internal_count=2244 1703 541 is_linear=0 shrinkage=0.000500333 Tree=106 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=556.259 148.763 80.3402 threshold=0.10114000000000002 0.083325000000000024 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017051223234295569 -0.00034915459808688949 -0.00047423276901761879 0.00059461886886134701 leaf_weight=111.36270155012608 21.864376127719879 297.51467108726501 307.9253665804863 leaf_count=289 85 1414 456 internal_value=0 -0.000298629 0.000532032 internal_weight=0 408.877 329.79 internal_count=2244 1703 541 is_linear=0 shrinkage=0.000475869 Tree=107 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=518 135.02 78.7801 threshold=0.10114000000000002 0.083325000000000024 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014076510909885151 -0.00034300897019198811 -0.00044334420898521772 0.00054410227952329197 leaf_weight=111.39462983608246 21.91082675755024 293.97637559473515 301.3568801432848 leaf_count=289 85 1414 456 internal_value=0 -0.000282834 0.000483958 internal_weight=0 405.371 323.268 internal_count=2244 1703 541 is_linear=0 shrinkage=0.00045183 Tree=108 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=515.342 164.819 124.878 threshold=0.094405000000000003 -0.018054999999999998 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004921780776845783 -0.00078085239607159507 0.00051727407635225608 0.00059366054167232449 leaf_weight=309.18563038110733 19.030713737010956 51.662063524127007 361.77162005007267 leaf_count=1457 90 118 580 internal_value=0 -0.000347636 0.000524933 internal_weight=0 360.848 380.802 internal_count=2245 1575 670 is_linear=0 shrinkage=0.000523209 Tree=109 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=409.547 159.247 64.2605 threshold=0.078300000000000008 0.31595000000000006 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5772190050960742e-05 -0.00056817920272638042 0.00099592628747730743 0.00082266005051492201 leaf_weight=67.101318389177322 331.69754852354527 36.547261819243431 273.19506044685841 leaf_count=188 1584 51 422 internal_value=0 -0.000412903 0.000669481 internal_weight=0 368.245 340.296 internal_count=2245 1635 610 is_linear=0 shrinkage=0.000711304 Tree=110 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=568.155 172.034 128.192 threshold=0.094405000000000003 -0.018054999999999998 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047005728563788711 -0.00071750781707165365 0.00048051246040239063 0.00056553996406759365 leaf_weight=317.64095224440098 19.163923174142838 51.830013036727905 368.08601334691048 leaf_count=1457 90 118 580 internal_value=0 -0.000336692 0.000502013 internal_weight=0 369.471 387.25 internal_count=2245 1575 670 is_linear=0 shrinkage=0.000483843 Tree=111 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=539.689 194.318 74.5179 threshold=0.078300000000000008 0.31595000000000006 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3336966784494438e-05 -0.0005182177702258414 0.00090787173804800139 0.0007806456726002504 leaf_weight=66.679743766784668 350.35989497601986 38.678879514336586 293.27095636725426 leaf_count=188 1584 51 422 internal_value=0 -0.000376396 0.00064963 internal_weight=0 389.039 359.951 internal_count=2245 1635 610 is_linear=0 shrinkage=0.000603917 Tree=112 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=439.347 112.116 70.6288 threshold=0.10098000000000001 -0.047749999999999994 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060715315480774944 0.00097789015300388639 -0.00064029141561458742 2.4129930959402037e-06 leaf_weight=54.986344546079636 276.63058041036129 327.30760689079762 58.827205762267113 leaf_count=150 435 1524 150 internal_value=0 -0.000460847 0.000806836 internal_weight=0 382.294 335.458 internal_count=2259 1674 585 is_linear=0 shrinkage=0.000808442 Tree=113 num_leaves=4 num_cat=0 split_feature=12 4 123 split_gain=530.762 229.863 40.4396 threshold=0.080235000000000015 0.15891500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041297765690723897 -0.00050177483190630163 0.00055668525105106613 0.00076657037634245725 leaf_weight=222.07502599060535 323.90409982204437 67.415101677179337 145.82213406264782 leaf_count=434 1502 129 194 internal_value=0 -0.000319409 0.000553162 internal_weight=0 391.319 367.897 internal_count=2259 1631 628 is_linear=0 shrinkage=0.000521564 Tree=114 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=517.275 117.355 88.0769 threshold=0.10098000000000001 -0.0068599999999999989 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044020276219548072 -0.00044800155954381727 0.00049930925036290074 0.00066366751290531257 leaf_weight=347.93339051306248 23.128334805369377 45.564194247126579 325.14565725624561 leaf_count=1568 92 106 493 internal_value=0 -0.000331395 0.000589823 internal_weight=0 393.498 348.274 internal_count=2259 1674 585 is_linear=0 shrinkage=0.000550566 Tree=115 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=437.334 107.486 64.2339 threshold=0.10098000000000001 -0.0068599999999999989 0.16014500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047420464131273988 0.0007212642826452039 0.00054419581607197619 -0.00011586779246202248 leaf_weight=336.84208399057388 295.52995449304581 45.580037251114845 40.364914759993553 leaf_count=1568 459 106 126 internal_value=0 -0.000352803 0.000620664 internal_weight=0 382.422 335.895 internal_count=2259 1674 585 is_linear=0 shrinkage=0.000622502 Tree=116 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=418.814 255.164 101.565 threshold=-0.055579999999999997 -0.10106999999999998 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033876844290392716 0.00071447388366657955 -0.00058852390190826148 0.00011333538145610539 leaf_weight=121.05517837405205 223.9313009083271 266.86167812347412 121.79113191366196 leaf_count=315 339 1336 296 internal_value=0 -0.000299146 0.000502723 internal_weight=0 387.917 345.722 internal_count=2286 1651 635 is_linear=0 shrinkage=0.00052978 Tree=117 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=552.049 126.518 119.412 threshold=0.099325000000000011 -0.27957499999999996 0.082120000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012641149028299852 -0.00062695581508608489 0.00059130255419354114 -0.00049887410517573179 leaf_weight=101.49385118484497 22.287832856178284 338.27991437911987 286.69595758616924 leaf_count=266 98 514 1408 internal_value=0 0.000515969 -0.000335392 internal_weight=0 360.568 388.19 internal_count=2286 612 1674 is_linear=0 shrinkage=0.000495428 Tree=118 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=511.398 110.962 75.1124 threshold=0.10098000000000001 0.082120000000000012 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012433378445977236 0.00067394624429477682 -0.00052001229959268197 -6.0053277718116981e-06 leaf_weight=107.72618938982487 285.85799111425877 284.64633877575397 56.978787541389465 leaf_count=282 438 1419 147 internal_value=0 -0.000343109 0.000560946 internal_weight=0 392.373 342.837 internal_count=2286 1701 585 is_linear=0 shrinkage=0.000540772 Tree=119 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=464.063 104.294 75.6846 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056072567683835542 0.00086816575780829046 0.00078073033788704808 -5.1124672175724593e-05 leaf_weight=352.95228441059589 278.58183993399143 32.945557624101639 55.934831127524376 leaf_count=1644 438 57 147 internal_value=0 -0.000446168 0.000714456 internal_weight=0 385.898 334.517 internal_count=2286 1701 585 is_linear=0 shrinkage=0.000721221 Tree=120 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=517.67 186.434 76.063 threshold=0.078300000000000008 0.12608000000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.7489163367160415e-06 -0.00038816957178479231 0.00074757221772264401 0.00058661319669792741 leaf_weight=57.408820137381554 347.10635529458523 35.131480485200882 313.45016770064831 leaf_count=167 1599 48 465 internal_value=0 -0.000283751 0.00049554 internal_weight=0 382.238 370.859 internal_count=2279 1647 632 is_linear=0 shrinkage=0.000469926 Tree=121 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=568.757 201.519 84.6137 threshold=0.078300000000000008 0.28251000000000009 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7744809695097244e-06 -0.00038285786612023473 0.00064534052365795586 0.00056921871159304493 leaf_weight=57.450162544846535 347.89620327949524 40.951756119728088 319.76986736059189 leaf_count=167 1591 56 465 internal_value=0 -0.000274546 0.000481195 internal_weight=0 388.848 377.22 internal_count=2279 1647 632 is_linear=0 shrinkage=0.000438504 Tree=122 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=578.797 183.639 62.1578 threshold=0.10384000000000002 1.0000000180025095e-35 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051071030011333972 0.00050556120698962181 0.00048240486124154073 -4.5660960046699175e-05 leaf_weight=445.51026450097561 229.57392057776451 43.010453939437866 53.070169240236282 leaf_count=1691 382 71 135 internal_value=0 -0.000423259 0.000402066 internal_weight=0 488.521 282.644 internal_count=2279 1762 517 is_linear=0 shrinkage=0.000459051 Tree=123 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=539.272 190.522 79.9205 threshold=0.078300000000000008 0.28251000000000009 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0303912017593769e-05 -0.0004504607847469383 0.00072480184720205738 0.00063561286152945761 leaf_weight=57.594609007239342 349.39132212102413 40.252055406570435 312.28876765072346 leaf_count=167 1591 56 465 internal_value=0 -0.000329021 0.000533484 internal_weight=0 389.643 369.883 internal_count=2279 1647 632 is_linear=0 shrinkage=0.000511638 Tree=124 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=435.961 175.301 82.8816 threshold=0.045590000000000006 0.15891500000000003 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023763192939536368 -0.0006509707363956045 0.00064453017381494847 0.00079029073363569844 leaf_weight=44.455172151327133 314.79864427447319 61.561153158545494 297.20591562986374 leaf_count=138 1526 130 470 internal_value=0 -0.000439044 0.000656537 internal_weight=0 376.36 341.661 internal_count=2264 1656 608 is_linear=0 shrinkage=0.000702203 Tree=125 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=516.775 114.708 97.9564 threshold=0.099325000000000011 0.083325000000000024 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011577690553204686 -0.00048633941719781386 -0.00047342586028949218 0.00057012962060930825 leaf_weight=108.18156541883945 22.29433286190033 287.44572868943214 325.84898474812508 leaf_count=291 92 1380 501 internal_value=0 -0.000312315 0.000502453 internal_weight=0 395.627 348.143 internal_count=2264 1671 593 is_linear=0 shrinkage=0.000487749 Tree=126 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=498.811 112.609 98.0918 threshold=0.099325000000000011 0.083325000000000024 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013385686631392046 -0.00055514680916907675 -0.00053003648810293796 0.00064215907753051012 leaf_weight=108.26032474637032 22.44201748073101 284.43168926239014 324.47143612802029 leaf_count=291 92 1380 501 internal_value=0 -0.000347012 0.000564678 internal_weight=0 392.692 346.913 internal_count=2264 1671 593 is_linear=0 shrinkage=0.000554022 Tree=127 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=429.336 171.497 81.3003 threshold=0.045590000000000006 0.15891500000000003 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023386413489260769 -0.00065091875362889942 0.00064045310908841455 0.0007933765627761468 leaf_weight=44.422700583934784 313.31276221573353 61.730011329054832 296.67361709475517 leaf_count=138 1526 130 470 internal_value=0 -0.000438344 0.000659588 internal_weight=0 375.043 341.096 internal_count=2264 1656 608 is_linear=0 shrinkage=0.00070822 Tree=128 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=476.358 109.911 67.2896 threshold=0.10044000000000002 -0.0068599999999999989 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054321064094437594 0.00074993587547717488 0.00047841141015858064 -1.9255580054526263e-06 leaf_weight=336.82022601366043 269.79625427722931 47.74072539806366 57.321854427456856 leaf_count=1593 428 116 149 internal_value=0 -0.000416365 0.000618193 internal_weight=0 384.561 327.118 internal_count=2286 1709 577 is_linear=0 shrinkage=0.000630221 Tree=129 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=584.954 104.724 82.6887 threshold=0.10044000000000002 1.0000000180025095e-35 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058236895483151615 0.00050201880969655494 0.00036947815452706228 -0.00017673801406096972 leaf_weight=419.81655971705914 243.22526405751705 30.499630004167557 53.957502365112305 leaf_count=1652 428 57 149 internal_value=0 -0.000517888 0.000378778 internal_weight=0 450.316 297.183 internal_count=2286 1709 577 is_linear=0 shrinkage=0.000496074 Tree=130 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=465.436 105.477 66.2247 threshold=0.10044000000000002 1.0000000180025095e-35 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063724807107397568 0.00089032654466029407 0.00079855870054892377 -1.807708641532154e-05 leaf_weight=354.09917259216309 265.8750157803297 32.766983658075333 57.185909166932106 leaf_count=1652 428 57 149 internal_value=0 -0.000515604 0.000729536 internal_weight=0 386.866 323.061 internal_count=2286 1709 577 is_linear=0 shrinkage=0.0007658 Tree=131 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=536.242 115.041 66.4728 threshold=0.10044000000000002 1.0000000180025095e-35 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054780523748327312 0.00078104329194201097 0.00069114759766895158 3.3986450302933365e-05 leaf_weight=362.79159738123417 277.44156980514526 33.216201767325401 58.603733897209167 leaf_count=1652 428 57 149 internal_value=0 -0.000443856 0.000650772 internal_weight=0 396.008 336.045 internal_count=2286 1709 577 is_linear=0 shrinkage=0.000637349 Tree=132 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=430.724 153.208 58.1081 threshold=0.045590000000000006 0.31595000000000006 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.052318249826233e-05 -0.0006086455432359985 0.00092709060592855602 0.00079298090118968721 leaf_weight=51.199799537658691 342.69321756064892 37.263549849390984 280.21916556358337 leaf_count=148 1636 56 451 internal_value=0 -0.000457992 0.000664221 internal_weight=0 379.957 331.419 internal_count=2291 1692 599 is_linear=0 shrinkage=0.000719439 Tree=133 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=552.469 157.694 73.1051 threshold=0.045590000000000006 -0.15026499999999995 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8889451784851579e-05 0.0004902820061967781 -0.00038301332465842891 0.00052225578274686592 leaf_weight=51.613689377903938 42.267704367637634 361.3369175195694 300.94552280008793 leaf_count=148 90 1602 451 internal_value=0 -0.000291538 0.000441572 internal_weight=0 403.605 352.559 internal_count=2291 1692 599 is_linear=0 shrinkage=0.000427871 Tree=134 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=420.259 149.492 57.0704 threshold=0.045590000000000006 0.31595000000000006 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9431142109903369e-05 -0.00059356179663003054 0.00090547815610474635 0.00077493528804561235 leaf_weight=51.214680463075638 340.9451879709959 37.071989104151726 278.82347711920738 leaf_count=148 1636 56 451 internal_value=0 -0.000446513 0.000648569 internal_weight=0 378.017 330.038 internal_count=2291 1692 599 is_linear=0 shrinkage=0.000709095 Tree=135 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=505.138 174.082 66.9001 threshold=0.045590000000000006 0.31595000000000006 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8015240170659777e-05 -0.0004288924000296541 0.00065605135175182921 0.0005734467007094266 leaf_weight=51.326084777712822 354.21545621752739 38.751519694924355 293.86227677762508 leaf_count=148 1636 56 451 internal_value=0 -0.000321877 0.000484019 internal_weight=0 392.967 345.188 internal_count=2291 1692 599 is_linear=0 shrinkage=0.000486091 Tree=136 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=546.331 193.809 65.7718 threshold=0.080235000000000015 0.15891500000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2890708394872689e-05 -0.00043820002973666281 0.00039801554273720158 0.00051741513428367318 leaf_weight=49.774974346160889 326.92937055230141 62.878948852419853 309.30909113585949 leaf_count=145 1522 127 477 internal_value=0 -0.000303299 0.000442523 internal_weight=0 389.808 359.084 internal_count=2271 1649 622 is_linear=0 shrinkage=0.000436247 Tree=137 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=454.562 256.392 86.5796 threshold=-0.049464999999999988 -0.10075499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002951983183071771 0.00066401991559794475 -0.00055621920459546161 0.00014004768317333441 leaf_weight=125.07228627800941 223.25609701871872 277.04243393242359 117.17723704874516 leaf_count=327 334 1333 277 internal_value=0 -0.000291396 0.000483687 internal_weight=0 402.115 340.433 internal_count=2271 1660 611 is_linear=0 shrinkage=0.000493618 Tree=138 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=446.635 128.831 108.722 threshold=0.097070000000000004 -0.40083999999999992 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005054280816178693 -0.00093566210156328705 0.00065705286104608728 0.00047819020879637513 leaf_weight=333.34029202163219 19.752220496535301 327.72493800520897 47.064513117074966 leaf_count=1536 91 529 115 internal_value=0 0.000566469 -0.000383715 internal_weight=0 347.477 380.405 internal_count=2271 620 1651 is_linear=0 shrinkage=0.000605896 Tree=139 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=426.051 163.124 52.2628 threshold=0.080235000000000015 0.15891500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083671400944905136 -0.00063838889131241649 0.00058444357798620331 0.00029239219078132638 leaf_weight=202.37921406328678 307.98774781823158 60.215233772993088 136.38085688650608 leaf_count=316 1522 127 306 internal_value=0 -0.000438389 0.000617605 internal_weight=0 368.203 338.76 internal_count=2271 1649 622 is_linear=0 shrinkage=0.000679569 Tree=140 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=424.804 125.011 34.2519 threshold=0.10384000000000002 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005044117133550485 0.00083173635602028055 0.00083736730451715216 0.00023212474845609092 leaf_weight=372.3199205994606 238.12733007967472 37.171511024236679 57.635544121265411 leaf_count=1704 377 58 133 internal_value=0 -0.000382579 0.000714912 internal_weight=0 409.491 295.763 internal_count=2272 1762 510 is_linear=0 shrinkage=0.000697815 Tree=141 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=409.273 121.355 33.5147 threshold=0.10384000000000002 0.081180000000000016 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022147236590820576 0.00085188496334705265 -0.00064575863628809076 0.00023573852953681651 leaf_weight=119.75564949214458 235.73779438436031 287.04591564834118 57.538387596607208 leaf_count=297 377 1465 133 internal_value=0 -0.000390462 0.000731025 internal_weight=0 406.802 293.276 internal_count=2272 1762 510 is_linear=0 shrinkage=0.000723697 Tree=142 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=394.414 118.354 32.8034 threshold=0.10384000000000002 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059874679664892428 0.00099067207129025859 0.0010033102460480911 0.00027178382524691052 leaf_weight=367.09864635765553 233.3386370241642 36.819501027464867 57.442245826125145 leaf_count=1704 377 58 133 internal_value=0 -0.000452669 0.000848687 internal_weight=0 403.918 290.781 internal_count=2272 1762 510 is_linear=0 shrinkage=0.000852048 Tree=143 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=380.048 115.856 32.1163 threshold=0.10384000000000002 0.081180000000000016 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019417993138815226 0.00073597784809088644 -0.00055899874134623907 0.00020014132460994383 leaf_weight=119.33593633770943 230.9329030662775 281.93131716549397 57.347147926688194 leaf_count=297 377 1465 133 internal_value=0 -0.000335007 0.000629405 internal_weight=0 401.267 288.28 internal_count=2272 1762 510 is_linear=0 shrinkage=0.000640764 Tree=144 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=499.556 161.495 66.1462 threshold=0.080235000000000015 0.12500000000000003 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.041220005223808e-05 -0.00045292387095414397 0.00071582714001132061 0.00059789302061991349 leaf_weight=59.395034462213516 346.66192807257175 33.028619766235352 276.9836303293705 leaf_count=170 1633 48 422 internal_value=0 -0.000351225 0.000494167 internal_weight=0 379.691 336.379 internal_count=2273 1681 592 is_linear=0 shrinkage=0.00050516 Tree=145 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=395.281 138.621 55.3218 threshold=0.080235000000000015 0.12500000000000003 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2998616939430267e-06 -0.000581299344097819 0.00093019068967220998 0.00074869200159639806 leaf_weight=59.26368236541748 326.18016946315765 31.689397975802422 257.9985786229372 leaf_count=170 1633 48 422 internal_value=0 -0.000447414 0.000610585 internal_weight=0 357.87 317.262 internal_count=2273 1681 592 is_linear=0 shrinkage=0.000690115 Tree=146 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=508.718 164.886 66.787 threshold=0.080235000000000015 0.12500000000000003 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2546506962445641e-05 -0.00033320301962728392 0.000538023449219237 0.00044999906618016836 leaf_weight=59.366658508777618 347.91440983116627 33.408041551709175 280.42383509874344 leaf_count=170 1633 48 422 internal_value=0 -0.000256851 0.000373574 internal_weight=0 381.322 339.79 internal_count=2273 1681 592 is_linear=0 shrinkage=0.000374677 Tree=147 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=467.033 152.048 62.8927 threshold=0.080235000000000015 0.12500000000000003 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1028758959849384e-05 -0.00053268248063130649 0.00083681135543830359 0.00070126206281784372 leaf_weight=59.398092105984688 341.77272674441338 32.79975414276123 272.12469054758549 leaf_count=170 1633 48 422 internal_value=0 -0.000412725 0.000577602 internal_weight=0 374.572 331.523 internal_count=2273 1681 592 is_linear=0 shrinkage=0.000607729 Tree=148 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=317.478 145.739 63.4355 threshold=0.080235000000000015 -0.10899499999999999 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070566332445854644 0.00075100180982011423 -0.00046052517388600308 0.00016043390405412467 leaf_weight=192.2697421759367 39.542215690016747 318.70715101063251 124.68932464718819 leaf_count=311 99 1552 295 internal_value=0 -0.000326768 0.000491197 internal_weight=0 358.249 316.959 internal_count=2257 1651 606 is_linear=0 shrinkage=0.000595341 Tree=149 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=291.456 125.807 62.4606 threshold=0.10384000000000002 -0.026779999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062543347044351574 0.00095567594407275044 -0.00062277420588663704 -9.5444523816880174e-05 leaf_weight=73.200688779354095 224.21472370624542 322.1894896030426 51.326768234372139 leaf_count=194 375 1553 135 internal_value=0 -0.000391668 0.000759884 internal_weight=0 395.39 275.541 internal_count=2257 1747 510 is_linear=0 shrinkage=0.000859562 Tree=150 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=442.833 153.385 80.5267 threshold=0.080235000000000015 -0.15026499999999995 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9885350976110509e-05 0.00057941090570607745 -0.00031327489914152105 0.0004645911330615212 leaf_weight=62.084676563739777 32.444638520479202 353.36046482622623 281.57452803850174 leaf_count=179 66 1585 427 internal_value=0 -0.000238179 0.000375263 internal_weight=0 385.805 343.659 internal_count=2257 1651 606 is_linear=0 shrinkage=0.000393017 Tree=151 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=417.876 149.991 66.0521 threshold=0.080235000000000015 -0.15026499999999995 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064670706137129493 0.00073958358557014569 -0.00040129826628871191 0.00018607098942636843 leaf_weight=206.84074801206589 32.23590449988842 348.91632363200188 129.83655536174774 leaf_count=311 66 1585 295 internal_value=0 -0.000304776 0.000469088 internal_weight=0 381.152 336.677 internal_count=2257 1651 606 is_linear=0 shrinkage=0.000506172 Tree=152 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=475.785 179.049 64.8421 threshold=0.045590000000000006 0.15891500000000003 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.104833025535068e-05 -0.00041939201805490971 0.00040911466128227815 0.00053665662245737356 leaf_weight=57.570427462458611 324.29323121905327 63.561730906367302 282.74516846239567 leaf_count=164 1561 130 430 internal_value=0 -0.000283603 0.000447746 internal_weight=0 387.855 340.316 internal_count=2285 1691 594 is_linear=0 shrinkage=0.000451429 Tree=153 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=493.182 184.475 67.6856 threshold=0.045590000000000006 0.15891500000000003 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.3882978612123738e-06 -0.00037412805279806528 0.00036185738729206614 0.00047504984458136455 leaf_weight=57.803703114390373 330.01622602343559 63.938587039709091 285.26304279267788 leaf_count=164 1561 130 430 internal_value=0 -0.000254666 0.000395752 internal_weight=0 393.955 343.067 internal_count=2285 1691 594 is_linear=0 shrinkage=0.000396618 Tree=154 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=471.592 178.471 68.6237 threshold=0.045590000000000006 0.15891500000000003 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.8188519120575709e-06 -0.00047197650171921363 0.00045889701988733944 0.00060380838019892839 leaf_weight=57.924210458993912 326.39702540636063 63.924707010388374 283.29036669433117 leaf_count=164 1561 130 430 internal_value=0 -0.000319508 0.000500494 internal_weight=0 390.322 341.215 internal_count=2285 1691 594 is_linear=0 shrinkage=0.000509507 Tree=155 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=444.629 169.447 63.6064 threshold=0.045590000000000006 0.15891500000000003 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6932172561760068e-06 -0.00041414645777895022 0.00040626183485838039 0.00053141366767998422 leaf_weight=57.738077625632286 319.04637578129768 62.852003529667854 278.66689482331276 leaf_count=164 1561 130 430 internal_value=0 -0.000279112 0.000441017 internal_weight=0 381.898 336.405 internal_count=2285 1691 594 is_linear=0 shrinkage=0.000456745 Tree=156 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=473.843 130.57 113.394 threshold=0.097070000000000004 -0.12077499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036249984017244227 -0.00046441141741714606 -0.00033352416048921326 0.00047095097512722201 leaf_weight=50.692144751548767 22.671830624341965 336.72086970508099 321.86166940629482 leaf_count=134 95 1500 499 internal_value=0 -0.000242438 0.000409378 internal_weight=0 387.413 344.534 internal_count=2228 1634 594 is_linear=0 shrinkage=0.000404373 Tree=157 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=539.234 209.726 64.4597 threshold=0.045590000000000006 0.31595000000000006 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6396123589426753e-05 -0.00033610536815941789 0.00054436676962204753 0.00047716805933678764 leaf_weight=56.346288204193115 348.29079827666283 43.31535167992115 293.31325580179691 leaf_count=155 1581 60 432 internal_value=0 -0.000238695 0.000406145 internal_weight=0 391.606 349.66 internal_count=2228 1641 587 is_linear=0 shrinkage=0.000377429 Tree=158 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=501.295 161.473 59.1855 threshold=0.045590000000000006 -0.17035999999999998 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2832869247087202e-05 0.00030853275268555752 -0.00034966671724344768 0.0004777561056096138 leaf_weight=66.004656255245209 66.532945588231087 321.11822487413883 279.42261269688606 leaf_count=176 155 1486 411 internal_value=0 -0.00023669 0.000400391 internal_weight=0 387.651 345.427 internal_count=2228 1641 587 is_linear=0 shrinkage=0.000384576 Tree=159 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=387.541 160.91 46.9889 threshold=0.045590000000000006 0.31595000000000006 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.3524473976955146e-05 -0.00065184799913665231 0.0010645073629925715 0.000898893359052745 leaf_weight=56.188703566789627 323.35304832458496 40.359281331300735 267.96734084188938 leaf_count=155 1581 60 432 internal_value=0 -0.000461347 0.000757572 internal_weight=0 363.712 324.156 internal_count=2228 1641 587 is_linear=0 shrinkage=0.000810647 Tree=160 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=509.636 125.153 104.532 threshold=0.099450000000000011 0.081180000000000016 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011225527040180629 -0.0005409697595445248 -0.00042240025503106058 0.00045940172942042111 leaf_weight=98.610834315419197 18.481251403689384 285.07991854846478 318.46803143620491 leaf_count=252 83 1425 504 internal_value=0 -0.000284992 0.000404505 internal_weight=0 383.691 336.949 internal_count=2264 1677 587 is_linear=0 shrinkage=0.000409098 Tree=161 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=402.434 162.324 69.4584 threshold=0.080235000000000015 0.31595000000000006 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3497759652147818e-05 -0.00062182657027869191 0.00089598683419908696 0.00074923680450180666 leaf_weight=59.824491575360298 319.35647808015347 37.45323745906353 265.86818894743919 leaf_count=177 1598 56 433 internal_value=0 -0.000462467 0.000598118 internal_weight=0 356.81 325.693 internal_count=2264 1654 610 is_linear=0 shrinkage=0.000689891 Tree=162 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=544.436 138.946 91.9304 threshold=0.10312500000000001 1.0000000180025095e-35 -0.39935999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035543677983576231 -0.00041773798268308389 0.00030254639461505895 0.0003006402922866946 leaf_weight=426.13703688979149 18.897650077939034 34.291270464658737 258.11206750571728 leaf_count=1678 71 59 456 internal_value=0 -0.000306422 0.000251607 internal_weight=0 460.428 277.01 internal_count=2264 1737 527 is_linear=0 shrinkage=0.000314529 Tree=163 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=396.005 120.58 39.2913 threshold=0.10312500000000001 0.081180000000000016 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020422964435283948 0.00090596831979899625 -0.00076113248275497399 0.00024717941755019661 leaf_weight=112.73619818687439 213.26967985928059 277.81520959734917 76.175390318036079 leaf_count=283 339 1454 188 internal_value=0 -0.000482476 0.000732618 internal_weight=0 390.551 289.445 internal_count=2264 1737 527 is_linear=0 shrinkage=0.000787301 Tree=164 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=493.742 138.84 95.2847 threshold=0.098950000000000024 -0.30301999999999996 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051203927781032503 -0.00079773177512987563 0.00041256446303260529 0.00016508879195844842 leaf_weight=386.1953476369381 21.286207124590874 278.01306329667568 48.866693258285522 leaf_count=1561 87 514 116 internal_value=0 0.000326443 -0.00043598 internal_weight=0 299.299 435.062 internal_count=2278 601 1677 is_linear=0 shrinkage=0.00045691 Tree=165 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=539.356 122.641 99.3003 threshold=0.098950000000000024 0.081180000000000016 -0.24182499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012403559915119205 -0.0003076391678419057 -0.00039224823651669202 0.00046927180472470414 leaf_weight=95.675383508205414 28.166071370244026 299.75447840988636 325.69019104540348 leaf_count=241 102 1436 499 internal_value=0 -0.000267332 0.000407418 internal_weight=0 395.43 353.856 internal_count=2278 1677 601 is_linear=0 shrinkage=0.000397046 Tree=166 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=382.642 105.276 83.4595 threshold=0.098950000000000024 -0.018054999999999998 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052126604866631842 -0.00049683451858564874 0.00050373757208115641 0.00066402923273877498 leaf_weight=324.32303437590599 27.86289669573307 47.183880284428596 294.52450525760651 leaf_count=1561 103 116 498 internal_value=0 -0.000391064 0.000563676 internal_weight=0 371.507 322.387 internal_count=2278 1677 601 is_linear=0 shrinkage=0.000641249 Tree=167 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=368.705 101.292 80.5713 threshold=0.098950000000000024 -0.018054999999999998 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060974364125761953 -0.00057766945991564957 0.00058319217971749225 0.00077808659419250151 leaf_weight=321.79492026567459 27.811476588249207 47.296481505036354 291.7281502187252 leaf_count=1561 103 116 498 internal_value=0 -0.000456855 0.000660059 internal_weight=0 369.091 319.54 internal_count=2278 1677 601 is_linear=0 shrinkage=0.000761253 Tree=168 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=330.289 132.435 60.8642 threshold=0.078300000000000008 0.31595000000000006 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015183175622308977 -0.00061489489942508481 0.00087862346348434512 0.00076835719855288323 leaf_weight=50.454182520508766 326.83761796355247 39.090180173516273 261.00785931944847 leaf_count=149 1612 63 451 internal_value=0 -0.000455313 0.000619294 internal_weight=0 365.928 311.462 internal_count=2275 1675 600 is_linear=0 shrinkage=0.000767001 Tree=169 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=441.927 170.371 70.1716 threshold=0.078300000000000008 0.31595000000000006 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2122508483026272e-05 -0.00039193730677779438 0.0005665205759998968 0.00050571275028214171 leaf_weight=50.320807605981827 347.79270713031292 42.294610232114792 283.8278626948595 leaf_count=149 1612 63 451 internal_value=0 -0.000287995 0.000418695 internal_weight=0 390.087 334.149 internal_count=2275 1675 600 is_linear=0 shrinkage=0.000450999 Tree=170 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=478.827 181.187 77.8582 threshold=0.078300000000000008 0.31595000000000006 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2845824450039347e-05 -0.0003358157655127156 0.00048053932894784942 0.00043856296294122609 leaf_weight=56.825867831707001 356.02581243216991 42.910981878638268 283.40355284512043 leaf_count=164 1612 63 436 internal_value=0 -0.000247987 0.000358159 internal_weight=0 398.937 340.229 internal_count=2275 1675 600 is_linear=0 shrinkage=0.000375376 Tree=171 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=313.559 96.0382 89.5665 threshold=0.099450000000000011 -0.42890999999999996 -0.10628499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036021979143551923 -0.00083944438184220885 0.00051340154058383228 -0.00041923377491701096 leaf_weight=51.554359465837479 16.695360019803047 289.65528962016106 318.87096969783306 leaf_count=164 79 517 1515 internal_value=0 0.000439627 -0.000310739 internal_weight=0 306.351 370.425 internal_count=2275 596 1679 is_linear=0 shrinkage=0.000548736 Tree=172 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=341.356 135.778 71.484 threshold=0.045590000000000006 -0.10899499999999999 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030038908412863074 0.00078568508342721592 -0.00060911842652715048 0.0007629520698403231 leaf_weight=40.872734114527702 44.848093450069427 319.52534081041813 277.73341497778893 leaf_count=128 112 1576 482 internal_value=0 -0.00043741 0.00062653 internal_weight=0 364.373 318.606 internal_count=2298 1688 610 is_linear=0 shrinkage=0.000750796 Tree=173 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=476.131 159.151 81.879 threshold=0.045590000000000006 0.28251000000000009 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014995693018983304 -0.00034858553614918651 0.00052928528390675347 0.00046519653992847012 leaf_weight=40.838529989123344 355.55812825262547 38.042919844388962 304.86726371943951 leaf_count=128 1632 56 482 internal_value=0 -0.000263715 0.000392524 internal_weight=0 393.601 345.706 internal_count=2298 1688 610 is_linear=0 shrinkage=0.000408017 Tree=174 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=333.818 120.348 69.5432 threshold=0.045590000000000006 0.28251000000000009 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025683389293779162 -0.00050321040744630741 0.00077760312843611556 0.00066340195843376138 leaf_weight=40.823031291365623 328.08228436112404 35.173945382237434 276.37979912757874 leaf_count=128 1632 56 482 internal_value=0 -0.000379155 0.000544962 internal_weight=0 363.256 317.203 internal_count=2298 1688 610 is_linear=0 shrinkage=0.000658201 Tree=175 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=321.737 130.341 67.2728 threshold=0.045590000000000006 -0.10899499999999999 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025241306103649405 0.00068018191193526946 -0.00052494302185905248 0.00065741235026660252 leaf_weight=40.77331331372261 44.74255907535553 315.55145941674709 273.78651757538319 leaf_count=128 112 1576 482 internal_value=0 -0.000375258 0.000539472 internal_weight=0 360.294 314.56 internal_count=2298 1688 610 is_linear=0 shrinkage=0.000660892 Tree=176 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=424.513 136.198 51.9219 threshold=0.10244000000000002 0.083325000000000024 0.081265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014556759147255427 0.0004793335065050384 -0.00035079438849641362 1.4464041960495724e-05 leaf_weight=127.00223217904568 272.48990619182587 290.41228379309177 44.709786728024483 leaf_count=323 417 1414 127 internal_value=0 -0.000199772 0.000413814 internal_weight=0 417.415 317.2 internal_count=2281 1737 544 is_linear=0 shrinkage=0.000399818 Tree=177 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=294.404 148.003 54.3882 threshold=0.045590000000000006 0.15891500000000003 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073208274510912794 -0.00046423315169119773 0.00057306640905574403 0.00021501751822027273 leaf_weight=180.40973278880119 304.82307767868042 61.259700074791908 129.73543158173561 leaf_count=295 1558 128 300 internal_value=0 -0.000290632 0.000515818 internal_weight=0 366.083 310.145 internal_count=2281 1686 595 is_linear=0 shrinkage=0.000609037 Tree=178 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=283.556 146.56 53.3547 threshold=0.045590000000000006 -0.15026499999999995 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083317961946047995 0.00098437669492949537 -0.00048014041588614886 0.00024224881510198003 leaf_weight=178.3005291223526 37.37725342810154 325.90242522954941 129.50704011321068 leaf_count=295 79 1607 300 internal_value=0 -0.000329415 0.000584582 internal_weight=0 363.28 307.808 internal_count=2281 1686 595 is_linear=0 shrinkage=0.000700661 Tree=179 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=396.809 120.115 51.391 threshold=0.10244000000000002 -0.030679999999999995 0.081265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030341995825789169 0.00045197022146614707 0.00018323524042131322 5.1241058580834129e-06 leaf_weight=316.14841221272945 268.64932054281235 99.289003476500511 44.734955564141273 leaf_count=1495 417 242 127 internal_value=0 -0.000187107 0.000388188 internal_weight=0 415.437 313.384 internal_count=2281 1737 544 is_linear=0 shrinkage=0.000386004 Tree=180 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=402.474 136.037 72.4485 threshold=0.045590000000000006 0.12796000000000002 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015941558378930161 -0.00040666358100740097 0.00070334136978188189 0.00050238568276040555 leaf_weight=43.596352949738503 347.51487039029598 26.872192084789276 262.40042424201965 leaf_count=133 1672 39 434 internal_value=0 -0.00032696 0.000408093 internal_weight=0 374.387 305.997 internal_count=2278 1711 567 is_linear=0 shrinkage=0.000475448 Tree=181 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=375.635 124.864 87.2513 threshold=0.045590000000000006 0.12796000000000002 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032111350063261407 -0.00062282888033226398 0.00071987814764581882 0.00049887011650567913 leaf_weight=53.891621693968773 394.63234807550907 24.275139316916466 209.46126192808151 leaf_count=156 1672 39 411 internal_value=0 -0.000544992 0.00033106 internal_weight=0 418.907 263.353 internal_count=2278 1711 567 is_linear=0 shrinkage=0.000574794 Tree=182 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=321.334 125.936 63.4298 threshold=0.045590000000000006 -0.028439999999999997 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078166694350499579 0.00053448582843746686 -0.00062408636729971954 0.00011809330473136476 leaf_weight=173.20911778509617 51.863487422466278 307.47848126292229 112.37340997159481 leaf_count=294 149 1562 273 internal_value=0 -0.000456851 0.000520584 internal_weight=0 359.342 285.583 internal_count=2278 1711 567 is_linear=0 shrinkage=0.000687841 Tree=183 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=424.77 94.7024 88.1783 threshold=0.098950000000000024 -0.24349999999999997 0.059940000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044741534663178615 -0.00052494730642324615 0.00054629888896112831 0.00048157821506903135 leaf_weight=356.19520610570908 24.963449984788895 279.90114590525627 30.835615217685699 leaf_count=1637 101 468 72 internal_value=0 0.000458554 -0.00037338 internal_weight=0 304.865 387.031 internal_count=2278 569 1709 is_linear=0 shrinkage=0.000527145 Tree=184 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=300.583 136.089 52.1359 threshold=0.045590000000000006 0.31595000000000006 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089911312730837738 -0.00061301218206588875 0.00099320335719035088 0.00024313662603245463 leaf_weight=162.17711083590984 327.08436900377274 35.48164476454258 134.6277320086956 leaf_count=274 1652 54 311 internal_value=0 -0.00045578 0.000601603 internal_weight=0 362.566 296.805 internal_count=2291 1706 585 is_linear=0 shrinkage=0.000779161 Tree=185 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=400.186 143.369 65.7846 threshold=0.045590000000000006 -0.15026499999999995 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015377955049898092 0.00069007214530476205 -0.0004694730406489467 0.00058916761925320354 leaf_weight=43.171635642647743 36.918305307626724 349.19300000369549 275.75916668772697 leaf_count=128 78 1628 457 internal_value=0 -0.000358574 0.000488596 internal_weight=0 386.111 318.931 internal_count=2291 1706 585 is_linear=0 shrinkage=0.000559692 Tree=186 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=433.002 178.071 68.8026 threshold=0.045590000000000006 0.31595000000000006 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012241684365234238 -0.00040542377228804387 0.00064728610930990689 0.00050929009168173829 leaf_weight=43.18508768081665 353.48080092668533 38.731379792094231 282.77996285259724 leaf_count=128 1652 54 457 internal_value=0 -0.000301441 0.000425597 internal_weight=0 392.212 325.965 internal_count=2291 1706 585 is_linear=0 shrinkage=0.00046618 Tree=187 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=278.981 130.687 82.7954 threshold=0.10098000000000001 0.059940000000000007 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042785018848066713 -0.00070112611413906186 0.0007603190557105028 0.00056955882891977577 leaf_weight=347.01967088878155 19.882901474833488 36.849613606929779 255.39019472897053 leaf_count=1663 88 76 464 internal_value=0 -0.000313759 0.000477735 internal_weight=0 383.869 275.273 internal_count=2291 1739 552 is_linear=0 shrinkage=0.000600009 Tree=188 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=425.25 102.441 62.0928 threshold=0.10114000000000002 -0.12077499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032321035878585036 0.00052507822420186313 -0.0003905677583936153 4.51908042460681e-06 leaf_weight=49.220670208334923 251.5117933601141 341.05749215185642 60.902883470058441 leaf_count=137 413 1564 157 internal_value=0 -0.000300537 0.000423606 internal_weight=0 390.278 312.415 internal_count=2271 1701 570 is_linear=0 shrinkage=0.000462577 Tree=189 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=319.339 99.9729 67.4906 threshold=0.10114000000000002 -0.12077499999999998 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054714147424499474 -0.00090709285575338772 -0.00058124681896211741 0.00067190542335324643 leaf_weight=47.684205204248428 15.099701792001722 321.02085669338703 271.08480371534824 leaf_count=137 72 1564 498 internal_value=0 -0.000435293 0.000588539 internal_weight=0 368.705 286.185 internal_count=2271 1701 570 is_linear=0 shrinkage=0.000727268 Tree=190 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=410.345 103.004 61.6271 threshold=0.10114000000000002 0.064285000000000009 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036601708059077662 0.00050674256263814421 0.00046921431533000291 -3.4608152157748905e-06 leaf_weight=355.58315312862396 248.54096113145351 33.299532115459442 60.787933170795441 leaf_count=1626 413 75 157 internal_value=0 -0.000294478 0.000406486 internal_weight=0 388.883 309.329 internal_count=2271 1701 570 is_linear=0 shrinkage=0.000454212 Tree=191 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=314.329 133.16 60.5766 threshold=0.078300000000000008 0.28251000000000009 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012896767384473998 -0.00066937752568903036 0.00090669993828131068 0.0007722552809638105 leaf_weight=57.588132098317146 310.78148923814297 37.60058531165123 246.48519167304039 leaf_count=168 1600 61 442 internal_value=0 -0.000499232 0.000601576 internal_weight=0 348.382 304.073 internal_count=2271 1661 610 is_linear=0 shrinkage=0.000791178 Tree=192 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=437.998 168.444 56.498 threshold=0.080235000000000015 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6343072910751986e-05 -0.00038879182712636689 0.00055153426747140907 0.00046055843351478268 leaf_weight=54.492258325219154 331.47985669970512 39.283192381262779 287.67507064342499 leaf_count=157 1580 58 474 internal_value=0 -0.000289139 0.000384612 internal_weight=0 370.763 342.167 internal_count=2269 1638 631 is_linear=0 shrinkage=0.000429456 Tree=193 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=318.949 127.404 44.9859 threshold=0.080235000000000015 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0616868108429386e-05 -0.00056457336061133188 0.00080509188205834864 0.00065852186612750557 leaf_weight=54.377950891852379 306.46239230036736 36.06447246670723 261.71506226062775 leaf_count=157 1580 58 474 internal_value=0 -0.000420325 0.000539974 internal_weight=0 342.527 316.093 internal_count=2269 1638 631 is_linear=0 shrinkage=0.000689439 Tree=194 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=474.966 176.879 61.8393 threshold=0.078300000000000008 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3751227958209942e-05 -0.00036043780778141426 0.00051601609577540215 0.00043754396969909628 leaf_weight=50.741879612207413 342.94822086393833 39.980918407440186 295.58364629745483 leaf_count=144 1593 58 474 internal_value=0 -0.000268908 0.000368494 internal_weight=0 382.929 346.326 internal_count=2269 1651 618 is_linear=0 shrinkage=0.000394417 Tree=195 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=313.116 124.829 44.4429 threshold=0.080235000000000015 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0725037410067368e-05 -0.00056179427742959059 0.00080198787981613541 0.00065653922189544444 leaf_weight=54.39484615623951 305.16579020023346 35.86060619354248 260.71609477698803 leaf_count=157 1580 58 474 internal_value=0 -0.000418349 0.000537908 internal_weight=0 341.026 315.111 internal_count=2269 1638 631 is_linear=0 shrinkage=0.000691612 Tree=196 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=380.029 174.028 62.0855 threshold=0.080235000000000015 0.28251000000000009 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057897388641072758 -0.00040981871437241799 0.00060063643314140023 0.00016054887632553199 leaf_weight=200.3335143327713 329.42862074077129 44.122960954904556 135.95796717703342 leaf_count=317 1595 66 311 internal_value=0 -0.000290442 0.000409829 internal_weight=0 373.552 336.291 internal_count=2289 1661 628 is_linear=0 shrinkage=0.000477883 Tree=197 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=410.664 179.977 68.6447 threshold=0.081180000000000016 0.28251000000000009 0.086200000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0714453449457142e-05 -0.00034580424097736514 0.00049139468935456272 0.00041559101805753917 leaf_weight=52.333513364195824 335.31871923804283 44.465655967593193 292.4161130040884 leaf_count=155 1586 66 482 internal_value=0 -0.000247764 0.000341769 internal_weight=0 379.784 344.75 internal_count=2289 1652 637 is_linear=0 shrinkage=0.000391082 Tree=198 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=392.751 174.656 62.7517 threshold=0.081180000000000016 0.28251000000000009 0.086200000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6121323047190153e-05 -0.00038165186120613938 0.00054547438857179443 0.00045466895500987265 leaf_weight=52.10732290148735 331.01419173181057 43.881760373711586 288.20833370089531 leaf_count=155 1586 66 482 internal_value=0 -0.000273109 0.000374929 internal_weight=0 374.896 340.316 internal_count=2289 1652 637 is_linear=0 shrinkage=0.00043675 Tree=199 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=347.292 163.201 60.1602 threshold=0.081180000000000016 0.28251000000000009 0.086200000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3799451525424406e-05 -0.00041533513494781293 0.00060302450698864493 0.00049228073043645166 leaf_weight=52.162398144602776 322.12092238664627 43.259548395872116 278.85605311393738 leaf_count=155 1586 66 482 internal_value=0 -0.00029474 0.000401502 internal_weight=0 365.38 331.018 internal_count=2289 1652 637 is_linear=0 shrinkage=0.000492373 Tree=200 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=424.658 118.859 108.255 threshold=0.097070000000000004 -0.30301999999999996 -0.0068599999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036092632210819653 -0.00059005454647527694 0.00043406606873204598 0.00033657658310656542 leaf_weight=332.58533474802971 20.878865763545036 303.54119792580605 43.377838626503944 leaf_count=1570 95 510 105 internal_value=0 0.000368125 -0.000280437 internal_weight=0 324.42 375.963 internal_count=2280 605 1675 is_linear=0 shrinkage=0.000415339 Tree=201 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=384.098 112.607 100.392 threshold=0.097070000000000004 -0.30301999999999996 -0.0068599999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044223345233966539 -0.00073790018348430988 0.00052520075706040262 0.00040332699599526876 leaf_weight=326.52769367396832 20.662555545568466 295.58930620551109 43.565154120326042 leaf_count=1570 95 510 105 internal_value=0 0.000442636 -0.000342683 internal_weight=0 316.252 370.093 internal_count=2280 605 1675 is_linear=0 shrinkage=0.000523285 Tree=202 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=446.323 120.688 98.6736 threshold=0.097070000000000004 -0.30301999999999996 -0.12229499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002791655822937616 -0.00058240619128213525 0.00043486658251179776 -0.00036089745110342566 leaf_weight=46.240604236721992 21.00300358235836 308.11505635082722 334.58176124095917 leaf_count=129 95 510 1546 internal_value=0 0.000369918 -0.000283169 internal_weight=0 329.118 380.822 internal_count=2280 605 1675 is_linear=0 shrinkage=0.000410756 Tree=203 num_leaves=4 num_cat=0 split_feature=1 49 52 split_gain=423.286 114.072 110.205 threshold=0.099515000000000006 -0.026779999999999995 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027013307040179039 -0.00055799073073478536 -0.00037745734031802581 0.00045787590767234148 leaf_weight=58.333395600318909 20.855298027396202 329.72390353679657 288.47975724935532 leaf_count=162 93 1547 478 internal_value=0 -0.000280102 0.000389356 internal_weight=0 388.057 309.335 internal_count=2280 1709 571 is_linear=0 shrinkage=0.000426916 Tree=204 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=353.076 99.4636 42.6321 threshold=0.10384000000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049024132743568456 0.00080167988863060272 -0.00051973558620303664 7.4173396111472449e-05 leaf_weight=56.116472989320755 218.27149844169617 340.30710226297379 48.686149775981903 leaf_count=159 372 1614 126 internal_value=0 -0.00037675 0.000669016 internal_weight=0 396.424 266.958 internal_count=2271 1773 498 is_linear=0 shrinkage=0.000702965 Tree=205 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=474.26 120.344 49.3548 threshold=0.10384000000000002 0.079705000000000012 -0.24182499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9286232400491996e-05 -0.00015452147888905327 -0.00033610647675348605 0.00042467335215986001 leaf_weight=115.1241702735424 20.940174162387848 309.68953967094421 271.96401493251324 leaf_count=277 73 1496 425 internal_value=0 -0.000218116 0.000383258 internal_weight=0 424.814 292.904 internal_count=2271 1773 498 is_linear=0 shrinkage=0.000363609 Tree=206 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=509.762 126.148 61.9947 threshold=0.10114000000000002 0.059940000000000007 -0.23769999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029545035389811665 -0.00013584395149038398 0.00040554903167871797 0.00042195880752320136 leaf_weight=372.2424353659153 28.295684546232224 36.505258947610855 293.34867051243782 leaf_count=1643 96 77 455 internal_value=0 -0.000232828 0.000372883 internal_weight=0 408.748 321.644 internal_count=2271 1720 551 is_linear=0 shrinkage=0.000359941 Tree=207 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=469.112 121.453 53.1967 threshold=0.10114000000000002 0.059940000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033488467092008932 0.00050298974513372818 0.00047070240902043897 5.1075467430805855e-05 leaf_weight=366.95790949463844 259.76031868159771 36.423413842916489 56.106675267219543 leaf_count=1643 411 77 140 internal_value=0 -0.000262125 0.000422725 internal_weight=0 403.381 315.867 internal_count=2271 1720 551 is_linear=0 shrinkage=0.000420862 Tree=208 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=351.273 128.319 70.6813 threshold=0.045590000000000006 0.12500000000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014167995081595093 -0.00049316343835288201 0.00081336450166137066 0.00063837812931537546 leaf_weight=51.479541853070259 322.42974781990051 30.327447041869164 255.66478824615479 leaf_count=153 1619 48 438 internal_value=0 -0.0003808 0.000507634 internal_weight=0 352.757 307.144 internal_count=2258 1667 591 is_linear=0 shrinkage=0.000607414 Tree=209 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=340.367 95.0207 84.8165 threshold=0.098950000000000024 0.10798000000000001 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054955448824140797 -0.00088395169835394402 0.0014981257516814557 0.00077075119603175752 leaf_weight=344.18518353998661 20.068563029170036 14.245044738054274 275.77226389944553 leaf_count=1649 89 27 493 internal_value=0 -0.000468098 0.000658454 internal_weight=0 358.43 295.841 internal_count=2258 1676 582 is_linear=0 shrinkage=0.000777397 Tree=210 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=332.381 121.207 66.3507 threshold=0.045590000000000006 0.12500000000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001633402406143442 -0.00060288571148684584 0.00099203668973164199 0.00078127277734438088 leaf_weight=51.376624271273613 317.41942819952965 29.881348580121994 250.65981262922287 leaf_count=153 1619 48 438 internal_value=0 -0.000465613 0.000620593 internal_weight=0 347.301 302.036 internal_count=2258 1667 591 is_linear=0 shrinkage=0.000757276 Tree=211 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=320.494 116.808 64.4231 threshold=0.045590000000000006 0.12500000000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001590618876868748 -0.00059166967411571644 0.00097333302683917395 0.00076865688416647554 leaf_weight=51.345742151141167 314.80081443488598 29.64253893494606 247.97832901775837 leaf_count=153 1619 48 438 internal_value=0 -0.00045694 0.000609517 internal_weight=0 344.443 299.324 internal_count=2258 1667 591 is_linear=0 shrinkage=0.000753896 Tree=212 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=287.493 121.58 60.0337 threshold=0.10384000000000002 0.080930000000000016 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004695800224221029 -0.00050990305735542805 0.00061166146537153037 0.00064752234518802355 leaf_weight=328.02143810689449 20.419406294822693 50.439352214336395 242.23913556337357 leaf_count=1602 83 126 437 internal_value=0 -0.000325454 0.000557512 internal_weight=0 378.461 262.659 internal_count=2248 1728 520 is_linear=0 shrinkage=0.000648457 Tree=213 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=393.765 119.633 59.5939 threshold=0.10384000000000002 0.080930000000000016 -0.23818999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044114553995811847 -0.00028792779682727056 0.00025627333928893072 0.00039796100570839665 leaf_weight=391.06100560724735 26.945934399962425 53.075908973813057 224.89578388631344 leaf_count=1602 90 126 430 internal_value=0 -0.000357794 0.000324558 internal_weight=0 444.137 251.842 internal_count=2248 1728 520 is_linear=0 shrinkage=0.00043594 Tree=214 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=281.684 116.675 48.1593 threshold=0.10384000000000002 0.080930000000000016 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053921482146146026 -0.00039477554039891105 0.00067329917137212952 0.00072773841766551656 leaf_weight=328.9293986260891 23.187374606728554 50.599206924438477 236.39376622438431 leaf_count=1602 87 126 433 internal_value=0 -0.000377535 0.000627447 internal_weight=0 379.529 259.581 internal_count=2248 1728 520 is_linear=0 shrinkage=0.000743467 Tree=215 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=271.531 107.348 46.8222 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046961682851976144 0.00072429038460069606 0.00076200671384848561 -2.0041413810286273e-05 leaf_weight=339.56382130086422 206.44803263247013 37.797201350331306 50.588846907019615 leaf_count=1664 382 64 138 internal_value=0 -0.000346223 0.000577804 internal_weight=0 377.361 257.037 internal_count=2248 1728 520 is_linear=0 shrinkage=0.0006934 Tree=216 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=325.572 134.872 49.9627 threshold=0.080235000000000015 0.28251000000000009 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059945215692326951 -0.00043765907153437512 0.00063380868219477574 0.00016356539147301878 leaf_weight=178.69773359596729 316.0510046929121 36.60176308453083 124.75041136145592 leaf_count=305 1588 57 292 internal_value=0 -0.000326423 0.000420277 internal_weight=0 352.653 303.448 internal_count=2242 1645 597 is_linear=0 shrinkage=0.000528525 Tree=217 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=362.605 105.81 83.3866 threshold=0.098370000000000027 -0.16223499999999996 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030864905603430613 -0.00036132904579637144 -0.00031822018503099885 0.00039025545888241177 leaf_weight=46.168140962719917 24.03389073908329 322.99594174325466 280.89993700385094 leaf_count=118 96 1543 485 internal_value=0 -0.000239811 0.000330999 internal_weight=0 369.164 304.934 internal_count=2242 1661 581 is_linear=0 shrinkage=0.000387381 Tree=218 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=273.346 117.587 48.4117 threshold=0.080235000000000015 0.28251000000000009 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070023046245788485 -0.00050485972306360115 0.00074169616142116216 0.00016695063946444905 leaf_weight=167.83792106807232 301.17661842703819 34.846137076616287 120.9589409828186 leaf_count=305 1588 57 292 internal_value=0 -0.000375555 0.000476899 internal_weight=0 336.023 288.797 internal_count=2242 1645 597 is_linear=0 shrinkage=0.000642585 Tree=219 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=399.316 132.571 86.296 threshold=0.098370000000000027 -0.060004999999999996 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039596742692956738 -0.00039818456792367737 0.00026326452999920233 0.00044373942210144181 leaf_weight=307.93269430100918 24.170568510890007 68.295139625668526 288.13824976980686 leaf_count=1468 96 193 485 internal_value=0 -0.000276292 0.00037856 internal_weight=0 376.228 312.309 internal_count=2242 1661 581 is_linear=0 shrinkage=0.000428106 Tree=220 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=387.294 111.919 60.714 threshold=0.10098000000000001 0.082380000000000009 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036686992004806977 0.00049385327399175858 0.00036195062790136148 -9.6242735464330345e-06 leaf_weight=333.95800651609898 244.64007823169231 47.49092061817646 58.601390466094017 leaf_count=1570 414 120 154 internal_value=0 -0.000276117 0.000396562 internal_weight=0 381.449 303.241 internal_count=2258 1690 568 is_linear=0 shrinkage=0.000444289 Tree=221 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=279.771 105.985 58.429 threshold=0.10098000000000001 -0.10075499999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053257787859217667 0.00078610612756796103 -0.00061234784444467376 -0.00010141997432454358 leaf_weight=57.46873851120472 220.49145950376987 298.9485582113266 55.327366024255753 leaf_count=188 414 1502 154 internal_value=0 -0.000427721 0.00060808 internal_weight=0 356.417 275.819 internal_count=2258 1690 568 is_linear=0 shrinkage=0.000772219 Tree=222 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=269.386 101.945 56.8328 threshold=0.10098000000000001 -0.11372999999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060990852853574863 0.00074173732731566808 -0.00055594009886728035 -9.4580209832322463e-05 leaf_weight=46.97941555082798 218.11751931905746 307.50482791662216 55.37025348842144 leaf_count=138 414 1552 154 internal_value=0 -0.000401407 0.000572422 internal_weight=0 354.484 273.488 internal_count=2258 1690 568 is_linear=0 shrinkage=0.000737235 Tree=223 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=259.405 99.6829 55.2825 threshold=0.10098000000000001 0.082380000000000009 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006184899300950323 0.00082987884846382897 0.0006998730914605885 -0.00010458475123095587 leaf_weight=306.58903862535954 215.76255860924721 45.911869302392006 55.412043049931526 leaf_count=1570 414 120 154 internal_value=0 -0.00044675 0.000638936 internal_weight=0 352.501 271.175 internal_count=2258 1690 568 is_linear=0 shrinkage=0.000834552 Tree=224 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=261.288 107.058 59.1364 threshold=0.10114000000000002 -0.24689499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017249398655259575 0.00072534553395806934 -0.00042119721623578866 -9.6507167834139696e-05 leaf_weight=12.198863357305525 228.1932709813118 349.30728289484978 55.219014629721642 leaf_count=23 437 1698 154 internal_value=0 -0.00034869 0.000565223 internal_weight=0 361.506 283.412 internal_count=2312 1721 591 is_linear=0 shrinkage=0.000712644 Tree=225 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=251.632 101.445 57.5508 threshold=0.10114000000000002 -0.24689499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017529479852284747 0.00075761382051613374 -0.00043733913617885223 -9.9595458747798156e-05 leaf_weight=12.39547525346279 225.65710835158825 347.45216235518456 55.258866965770721 leaf_count=23 437 1698 154 internal_value=0 -0.000361803 0.000588997 internal_weight=0 359.848 280.916 internal_count=2312 1721 591 is_linear=0 shrinkage=0.000752867 Tree=226 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=346.512 101.79 72.058 threshold=0.10114000000000002 0.083325000000000024 -0.30301999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011663116294530216 -0.00049672850567984109 -0.00045311231950605137 0.00051239037528764443 leaf_weight=118.22491018474102 19.714004755020142 266.11409865319729 290.29292066395283 leaf_count=320 82 1401 509 internal_value=0 -0.000277859 0.000448192 internal_weight=0 384.339 310.007 internal_count=2312 1721 591 is_linear=0 shrinkage=0.000510945 Tree=227 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=246.511 133.298 62.0766 threshold=0.083325000000000024 0.15891500000000003 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010771896184770051 -0.0006342158073869992 0.00064427637486867977 0.00072040966726087967 leaf_weight=67.448669210076332 269.23817707598209 57.865974351763725 244.70194073021412 leaf_count=226 1487 130 469 internal_value=0 -0.000408021 0.000541474 internal_weight=0 327.104 312.151 internal_count=2312 1617 695 is_linear=0 shrinkage=0.000764321 Tree=228 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=263.763 127.203 48.828 threshold=0.079705000000000012 0.15891500000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016724102393158335 -0.00055840723040127436 0.00051596115627942777 0.00055802403195229016 leaf_weight=43.036687269806862 266.73331987857819 51.732196494936943 240.3163233846426 leaf_count=134 1501 122 472 internal_value=0 -0.000383864 0.000447864 internal_weight=0 318.466 283.353 internal_count=2229 1623 606 is_linear=0 shrinkage=0.00062712 Tree=229 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=254.344 122.766 58.3365 threshold=0.079705000000000012 0.15891500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072592170409699287 -0.00059215712183659935 0.00054320583088194956 0.00010083240882487792 leaf_weight=167.6795172393322 263.93030516803265 51.555943429470062 113.35366471111774 leaf_count=319 1501 122 287 internal_value=0 -0.000406597 0.000473818 internal_weight=0 315.486 281.033 internal_count=2229 1623 606 is_linear=0 shrinkage=0.00067305 Tree=230 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=332.526 141.497 60.3981 threshold=0.079705000000000012 0.15891500000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017448286422327411 -0.00053260427057071926 0.00046442152678947648 0.00054599762730997469 leaf_weight=43.375287801027298 283.95591771602631 54.111311018466949 259.03423531353474 leaf_count=134 1501 122 472 internal_value=0 -0.000373002 0.000442653 internal_weight=0 338.067 302.41 internal_count=2229 1623 606 is_linear=0 shrinkage=0.000565138 Tree=231 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=249.728 119.617 56.9895 threshold=0.079705000000000012 0.15891500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079532067574695348 -0.00064885808021264391 0.00058877844993934043 0.00011310040360516438 leaf_weight=166.78205706179142 262.47875466942787 51.552305310964584 113.62320795655251 leaf_count=319 1501 122 287 internal_value=0 -0.00044566 0.000518904 internal_weight=0 314.031 280.405 internal_count=2229 1623 606 is_linear=0 shrinkage=0.000742914 Tree=232 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=222.048 114.188 55.6147 threshold=0.082780000000000006 -0.23454999999999995 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052013542170210566 0.00051405697122713261 -0.00051944570089759376 -0.0003683917862343634 leaf_weight=264.3685624152422 52.417193755507469 262.58842054009438 32.307487592101097 leaf_count=571 130 1506 101 internal_value=0 -0.000347449 0.000423359 internal_weight=0 315.006 296.676 internal_count=2308 1636 672 is_linear=0 shrinkage=0.000639403 Tree=233 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=301.56 130.289 54.4057 threshold=0.080235000000000015 -0.17035999999999998 0.15238000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038934396385544728 0.00031746540743695468 -0.00036707743209908334 -0.00016891696002905513 leaf_weight=279.01720461249352 60.819148033857346 287.81305113434792 35.537592202425003 leaf_count=533 150 1522 103 internal_value=0 -0.000247648 0.000326267 internal_weight=0 348.632 314.555 internal_count=2308 1672 636 is_linear=0 shrinkage=0.000424998 Tree=234 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=331.607 134.129 56.2991 threshold=0.080235000000000015 -0.17035999999999998 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7620807898303265e-05 0.0003105769194227555 -0.00037647790207383382 0.00042145348562027155 leaf_weight=59.181571155786514 62.139736875891685 296.46921946108341 262.81968803703785 leaf_count=174 150 1522 462 internal_value=0 -0.000257415 0.000337082 internal_weight=0 358.609 322.001 internal_count=2308 1672 636 is_linear=0 shrinkage=0.000425245 Tree=235 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=326.552 132.314 57.4965 threshold=0.078300000000000008 -0.17035999999999998 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048832754950295018 0.00029878371515034948 -0.00036215816171092076 0.00013033647218313834 leaf_weight=180.74437901377678 63.727864310145378 295.50306072831154 136.20393571257591 leaf_count=302 157 1529 320 internal_value=0 -0.000244897 0.000334503 internal_weight=0 359.231 316.948 internal_count=2308 1686 622 is_linear=0 shrinkage=0.000416069 Tree=236 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=354.639 119.082 44.0578 threshold=0.10384000000000002 0.083205000000000015 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024584759972030791 0.00036749703297048593 0.00022359950281380939 3.6162782787083949e-05 leaf_weight=324.3385621458292 232.70239913463593 67.763136714696884 50.717765778303146 leaf_count=1544 386 182 127 internal_value=0 -0.000164711 0.000308212 internal_weight=0 392.102 283.42 internal_count=2239 1726 513 is_linear=0 shrinkage=0.00032211 Tree=237 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=316.763 137.334 42.1246 threshold=0.078300000000000008 0.31595000000000006 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040213100510368426 -0.00026762503461992738 0.00041504356247256741 0.00014192413790333662 leaf_weight=174.75541004538536 317.91482199728489 40.08488230407238 131.99289162456989 leaf_count=292 1583 63 301 internal_value=0 -0.000191169 0.000290181 internal_weight=0 358 306.748 internal_count=2239 1646 593 is_linear=0 shrinkage=0.000347624 Tree=238 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=356.053 115.438 44.1613 threshold=0.10384000000000002 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027894194302966933 0.00048007190898222715 -0.00031986655330595387 4.7650563055661604e-05 leaf_weight=68.730278357863426 232.85503201186657 322.31908674538136 50.602969869971275 leaf_count=184 386 1542 127 internal_value=0 -0.000214612 0.000402884 internal_weight=0 391.049 283.458 internal_count=2239 1726 513 is_linear=0 shrinkage=0.000419524 Tree=239 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=220.645 125.264 39.9435 threshold=0.078300000000000008 -0.028439999999999997 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00091314896131533866 0.00078302281527758933 -0.00064934199898978597 0.00026039153369430832 leaf_weight=154.4673867225647 53.608149781823158 274.2501228749752 124.3080612719059 leaf_count=292 152 1494 301 internal_value=0 -0.000415104 0.000622117 internal_weight=0 327.858 278.775 internal_count=2239 1646 593 is_linear=0 shrinkage=0.000857127 Tree=240 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=343.315 130.589 70.4656 threshold=0.045590000000000006 0.28251000000000009 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3471038877741306e-05 -0.00033580090410303552 0.00050420017387848887 0.0004371675898850447 leaf_weight=57.729231670498848 321.13296064734459 36.063135713338852 263.5855475962162 leaf_count=167 1595 56 450 internal_value=0 -0.000250971 0.000345424 internal_weight=0 357.196 321.315 internal_count=2268 1651 617 is_linear=0 shrinkage=0.000418639 Tree=241 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=345.169 124.742 62.5609 threshold=0.080235000000000015 -0.15026499999999995 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8378246320504699e-05 0.00045342722688063397 -0.00031219524925277226 0.00040121722601018387 leaf_weight=62.823206692934036 35.440483808517456 313.96121837198734 264.0165807902813 leaf_count=184 79 1553 452 internal_value=0 -0.000234516 0.000318646 internal_weight=0 349.402 326.84 internal_count=2268 1632 636 is_linear=0 shrinkage=0.000386926 Tree=242 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=380.62 130.12 67.7992 threshold=0.080235000000000015 0.28251000000000009 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7501106686679002e-05 -0.00029877486778520391 0.000432345177477414 0.0003900692459050885 leaf_weight=62.790979310870171 320.88186132907867 35.457844376564026 272.21597687900066 leaf_count=184 1577 55 452 internal_value=0 -0.000226005 0.000311806 internal_weight=0 356.34 335.007 internal_count=2268 1632 636 is_linear=0 shrinkage=0.000362249 Tree=243 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=247.523 113.423 50.8633 threshold=0.080235000000000015 -0.15026499999999995 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2584780602636048e-05 0.00077827397715247775 -0.00048694199586405248 0.00060575181760840911 leaf_weight=62.664560109376907 33.34675620496273 286.58837299048901 235.5136242210865 leaf_count=184 79 1553 452 internal_value=0 -0.00035503 0.000467403 internal_weight=0 319.935 298.178 internal_count=2268 1632 636 is_linear=0 shrinkage=0.000649442 Tree=244 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=238.651 99.3416 71.5 threshold=0.094090000000000021 0.059940000000000007 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052988633856007302 -0.00062830611615027573 0.00090554063837409559 0.00055663743141490425 leaf_weight=270.89256721735001 26.090828314423561 24.622629821300507 276.54223847389221 leaf_count=1490 108 53 578 internal_value=0 -0.000410234 0.000454447 internal_weight=0 295.515 302.633 internal_count=2229 1543 686 is_linear=0 shrinkage=0.000684435 Tree=245 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=229.881 95.3477 68.8467 threshold=0.094090000000000021 0.059940000000000007 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055995366680347634 -0.00065998412649534324 0.00094442184777683525 0.0005878890143937172 leaf_weight=268.52997839450836 26.017593786120415 24.727781027555466 274.28421515226364 leaf_count=1490 108 53 578 internal_value=0 -0.00043305 0.000479741 internal_weight=0 293.258 300.302 internal_count=2229 1543 686 is_linear=0 shrinkage=0.000733339 Tree=246 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=221.943 95.0061 48.2465 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054057229302987306 0.00084428008874787113 0.00084338138409873029 -0.00011626249452432951 leaf_weight=313.94445225596428 190.80568026006222 39.002373993396759 45.261232569813728 leaf_count=1654 376 70 129 internal_value=0 -0.000387601 0.00066012 internal_weight=0 352.947 236.067 internal_count=2229 1724 505 is_linear=0 shrinkage=0.000836469 Tree=247 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=306.808 93.1687 60.5114 threshold=0.10114000000000002 0.059940000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029818425816170236 0.00044888250349456657 0.00048998953709636058 -6.0971851596813571e-05 leaf_weight=325.3929226398468 230.74390478432178 29.124395102262497 50.613700568675995 leaf_count=1609 416 63 141 internal_value=0 -0.000233411 0.000357166 internal_weight=0 354.517 281.358 internal_count=2229 1672 557 is_linear=0 shrinkage=0.000422298 Tree=248 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=222.96 100.426 53.9625 threshold=0.10098000000000001 0.059940000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042925832946337711 0.00064665391561128532 0.00078743891175580411 -0.00011807259349317991 leaf_weight=309.28230701386929 211.30570231378078 32.909351974725723 50.061000257730484 leaf_count=1646 430 73 143 internal_value=0 -0.000312208 0.000500184 internal_weight=0 342.192 261.367 internal_count=2292 1719 573 is_linear=0 shrinkage=0.000662319 Tree=249 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=344.52 138.184 56.2916 threshold=0.045590000000000006 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6899951438625e-05 -0.00032836417339867253 0.00049761825007143179 0.00042061239542947492 leaf_weight=49.149590462446213 325.53240938484669 37.874939069151878 261.21786227822304 leaf_count=145 1630 60 457 internal_value=0 -0.000242257 0.000344995 internal_weight=0 363.407 310.367 internal_count=2292 1690 602 is_linear=0 shrinkage=0.000409362 Tree=250 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=218.676 96.4996 52.472 threshold=0.10098000000000001 0.059940000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046833345741877634 0.00070790365856319656 0.00084495315553314654 -0.00012286812600563541 leaf_weight=308.61001451313496 210.22922396659851 33.058709189295769 50.300284504890442 leaf_count=1646 430 73 143 internal_value=0 -0.000341224 0.00054751 internal_weight=0 341.669 260.53 internal_count=2292 1719 573 is_linear=0 shrinkage=0.000730714 Tree=251 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=213.801 111.298 41.583 threshold=0.045590000000000006 -0.10899499999999999 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012092489387174513 0.00079742086787648104 -0.00057409030374799212 0.00077860526664595621 leaf_weight=90.521008089184761 43.067570388317108 280.32042208313942 184.07979364693165 leaf_count=234 112 1578 368 internal_value=0 -0.000391401 0.000561827 internal_weight=0 323.388 274.601 internal_count=2292 1690 602 is_linear=0 shrinkage=0.00079446 Tree=252 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=330.372 83.1794 76.1077 threshold=0.098950000000000024 -0.30301999999999996 0.10443500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029031583016662812 -0.00041730927563845226 0.0003671212924011167 0.00059429490087289276 leaf_weight=331.52384102344513 22.199240043759346 276.2826764434576 15.467214599251745 leaf_count=1602 94 504 30 internal_value=0 0.000308757 -0.000250854 internal_weight=0 298.482 346.991 internal_count=2230 598 1632 is_linear=0 shrinkage=0.00039001 Tree=253 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=205.71 76.1059 63.6441 threshold=0.098950000000000024 0.10661500000000002 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043282989358357722 -0.00058296424047804508 0.0011979998910370195 0.00055067381578513075 leaf_weight=300.39131364226341 24.683198928833008 13.490036427974699 237.439762622118 leaf_count=1606 103 26 495 internal_value=0 -0.000362671 0.000443888 internal_weight=0 313.881 262.123 internal_count=2230 1632 598 is_linear=0 shrinkage=0.000672118 Tree=254 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=288.014 75.8718 64.4054 threshold=0.098950000000000024 0.10443500000000001 -0.23894999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026871565930019402 -0.00025549294717010923 0.00059140781371048101 0.00034205809407883691 leaf_weight=324.04553090035915 28.606064319610596 15.34771606326103 261.93467439711094 leaf_count=1602 107 30 491 internal_value=0 -0.000229789 0.000283211 internal_weight=0 339.393 290.541 internal_count=2230 1632 598 is_linear=0 shrinkage=0.000378209 Tree=255 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=290.454 73.0306 59.5431 threshold=0.098950000000000024 0.10443500000000001 0.27350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032561233970151087 0.00042799015531905363 0.00070508201174195311 -0.00023175507010415219 leaf_weight=322.44104473292828 257.25731328129768 15.420449510216711 33.074850872159004 leaf_count=1602 481 30 117 internal_value=0 -0.000278533 0.000352821 internal_weight=0 337.861 290.332 internal_count=2230 1632 598 is_linear=0 shrinkage=0.000462933 Tree=256 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=205.661 109.613 39.7252 threshold=0.078300000000000008 0.28251000000000009 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077813554618390941 -0.00051467240996864723 0.0009070004826107434 0.00020276327803937341 leaf_weight=152.02684363722801 286.32862502336502 34.154208555817604 121.57816982269287 leaf_count=300 1617 57 302 internal_value=0 -0.000363118 0.000522497 internal_weight=0 320.483 273.605 internal_count=2276 1674 602 is_linear=0 shrinkage=0.000750278 Tree=257 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=306.977 147.157 43.3097 threshold=0.045590000000000006 0.28251000000000009 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2957818202075192e-05 -0.00028620673307146969 0.00048547658516537664 0.00037840428636907374 leaf_weight=59.234268203377724 316.88073043525219 38.453870266675949 242.10792480409145 leaf_count=166 1627 58 425 internal_value=0 -0.000202675 0.000308541 internal_weight=0 355.335 301.342 internal_count=2276 1685 591 is_linear=0 shrinkage=0.000372595 Tree=258 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=310.901 106.659 78.6969 threshold=0.094090000000000021 -0.018054999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037441822944121321 -0.00040306745709721848 0.00036286758916161203 0.00040413848904944538 leaf_weight=285.37452517449856 26.280242055654526 45.612195715308189 306.03693087399006 leaf_count=1476 105 114 581 internal_value=0 -0.0002728 0.000340284 internal_weight=0 330.987 332.317 internal_count=2276 1590 686 is_linear=0 shrinkage=0.000447761 Tree=259 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=204.638 108.589 39.1068 threshold=0.078300000000000008 -0.16014499999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068591072345619228 0.00098476073896995781 -0.00044407734299791184 0.00016844017556179544 leaf_weight=159.36991003155708 26.455466315150261 293.80542859435081 114.67117668688297 leaf_count=317 53 1621 285 internal_value=0 -0.000325995 0.000469404 internal_weight=0 320.261 274.041 internal_count=2276 1674 602 is_linear=0 shrinkage=0.000675714 Tree=260 num_leaves=4 num_cat=0 split_feature=12 1 4 split_gain=298.71 133.509 49.497 threshold=0.078300000000000008 0.12500000000000003 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033635656154598311 -0.00032062162846565733 0.00054592176035588491 0.00035623003184329284 leaf_weight=18.368286520242691 319.09032632410526 32.79576949775219 284.67186383903027 leaf_count=59 1630 51 549 internal_value=0 -0.000239835 0.000314231 internal_weight=0 351.886 303.04 internal_count=2289 1681 608 is_linear=0 shrinkage=0.000409076 Tree=261 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=311.501 130.577 54.2885 threshold=0.078300000000000008 0.12500000000000003 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047831863766134493 -0.0003320369664799949 0.00054848343445776783 0.00011902828240533263 leaf_weight=176.31408862769604 318.38327397406101 32.434887081384659 126.17771497368813 leaf_count=305 1630 51 303 internal_value=0 -0.000250603 0.000328466 internal_weight=0 350.818 302.492 internal_count=2289 1681 608 is_linear=0 shrinkage=0.000418169 Tree=262 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=274.189 189.883 83.3744 threshold=-0.049464999999999988 -0.10106999999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019013287021238729 0.0004181480172874471 -0.00038410911382633198 1.0900058615096425e-05 leaf_weight=113.79816696047783 192.27804592251778 246.72945357859135 105.19289933145046 leaf_count=320 343 1353 273 internal_value=0 -0.000202853 0.000274145 internal_weight=0 360.528 297.471 internal_count=2289 1673 616 is_linear=0 shrinkage=0.000367776 Tree=263 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=316.573 126.429 73.1096 threshold=0.078300000000000008 0.12500000000000003 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035959511096613097 -0.00035605384891140396 0.00040954427886783905 -1.2715333440066546e-05 leaf_weight=154.77063558995724 366.87417198717594 29.462904438376427 117.2662398815155 leaf_count=305 1630 51 303 internal_value=0 -0.000299124 0.000199115 internal_weight=0 396.337 272.037 internal_count=2289 1681 608 is_linear=0 shrinkage=0.000355671 Tree=264 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=204.476 104.403 39.0011 threshold=0.083325000000000024 0.23458500000000002 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064165277328124919 -0.0006465890531329125 0.00070549640542228733 -0.00029519810900087082 leaf_weight=260.94667296111584 257.67112770676613 46.609721377491951 34.808545753359795 leaf_count=584 1478 97 103 internal_value=0 -0.000439445 0.000531379 internal_weight=0 304.281 295.755 internal_count=2262 1575 687 is_linear=0 shrinkage=0.000831473 Tree=265 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=320.98 109.145 50.1963 threshold=0.10384000000000002 -0.11880499999999998 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032507538911027029 -0.00027158479078859905 -0.00033437440078319566 0.00045587492137585202 leaf_weight=59.58855514228344 20.572540998458862 325.81143890321255 254.20250073075294 leaf_count=170 76 1566 450 internal_value=0 -0.000232403 0.000401395 internal_weight=0 385.4 274.775 internal_count=2262 1736 526 is_linear=0 shrinkage=0.000448063 Tree=266 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=220.69 107.803 34.4609 threshold=0.10384000000000002 -0.11880499999999998 0.081265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059859632028979226 0.00070677544109090109 -0.00051836367144314423 -5.6204489407862034e-05 leaf_weight=57.180809170007706 203.26017053425312 298.40444558858871 39.224896237254143 leaf_count=170 405 1566 121 internal_value=0 -0.000338726 0.000583359 internal_weight=0 355.585 242.485 internal_count=2262 1736 526 is_linear=0 shrinkage=0.000745303 Tree=267 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=212.667 103.437 34.6466 threshold=0.10384000000000002 -0.11880499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055257868381706923 0.00068200408826261461 -0.00048350625403193533 1.6413080093591326e-05 leaf_weight=57.404259875416756 191.06332850456238 296.51002782583237 49.07177172601223 leaf_count=170 392 1566 134 internal_value=0 -0.000315434 0.000546002 internal_weight=0 353.914 240.135 internal_count=2262 1736 526 is_linear=0 shrinkage=0.000706568 Tree=268 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=209.086 97.276 61.0705 threshold=0.099450000000000011 0.059940000000000007 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043778403178022953 0.00055915853351837903 0.00075993782820780065 -0.00041111855664162611 leaf_weight=293.88335263729095 236.46754841506481 31.245603978633881 30.506623715162277 leaf_count=1607 489 67 115 internal_value=0 -0.000322642 0.000448265 internal_weight=0 325.129 266.974 internal_count=2278 1674 604 is_linear=0 shrinkage=0.000645532 Tree=269 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=201.467 93.3157 58.991 threshold=0.099450000000000011 0.059940000000000007 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052192525082251945 0.00066866085015964436 0.00089742239750904027 -0.00048693678291856878 leaf_weight=291.78075656294823 234.06987828016281 31.315502747893333 30.485412836074829 leaf_count=1607 489 67 115 internal_value=0 -0.000384313 0.000535473 internal_weight=0 323.096 264.555 internal_count=2278 1674 604 is_linear=0 shrinkage=0.000781562 Tree=270 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=305.24 98.1585 75.297 threshold=0.099450000000000011 0.059940000000000007 -0.26636999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032318738319837175 -0.00042418980498470932 0.00048114651120610686 0.00041649992907268047 leaf_weight=320.11545096337795 22.260412111878395 32.321483641862869 278.17512708902359 leaf_count=1607 92 67 512 internal_value=0 -0.000249401 0.000354187 internal_weight=0 352.437 300.436 internal_count=2278 1674 604 is_linear=0 shrinkage=0.000439982 Tree=271 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=303.489 97.4426 60.2233 threshold=0.099450000000000011 0.059940000000000007 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031457506117372829 -0.00027475032755874465 0.00046334648406939455 0.00040092707893854063 leaf_weight=321.32489667832851 26.420715287327766 32.367802008986473 273.14749856293201 leaf_count=1607 100 67 504 internal_value=0 -0.000243363 0.000341321 internal_weight=0 353.693 299.568 internal_count=2278 1674 604 is_linear=0 shrinkage=0.000427445 Tree=272 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=299.454 105.882 43.2257 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025712404651867337 0.00041495947018359124 0.00040910232746562997 2.6286809408223865e-05 leaf_weight=358.60065284371376 209.22804598510265 38.94321520626545 52.790096610784531 leaf_count=1694 368 66 135 internal_value=0 -0.000191844 0.000336659 internal_weight=0 397.544 262.018 internal_count=2263 1760 503 is_linear=0 shrinkage=0.000383819 Tree=273 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=188.717 82.7506 42.1396 threshold=0.10384000000000002 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056375799476030821 0.00092340728233963236 -0.00060987450069271574 -7.7717719398615631e-05 leaf_weight=66.095568850636482 178.20762653648853 292.84041558206081 47.88613797724247 leaf_count=189 368 1571 135 internal_value=0 -0.00039374 0.000711383 internal_weight=0 358.936 226.094 internal_count=2263 1760 503 is_linear=0 shrinkage=0.000947512 Tree=274 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=181.824 80.2804 41.0763 threshold=0.10384000000000002 -0.11880499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050769493495924549 0.00070001302756574622 -0.00044392128632886948 -5.8187838411173851e-05 leaf_weight=55.28208763897419 176.12110364437103 301.74633803963661 47.911318153142929 leaf_count=165 368 1595 135 internal_value=0 -0.000296554 0.000537874 internal_weight=0 357.028 224.032 internal_count=2263 1760 503 is_linear=0 shrinkage=0.000726065 Tree=275 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=297.995 100.073 42.0131 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025813126796407724 0.00042732411504252236 0.00040811335046178821 3.451774830936257e-05 leaf_weight=354.20477546751499 208.83174312114716 38.531863138079643 52.558285728096962 leaf_count=1694 368 66 135 internal_value=0 -0.000192749 0.00034835 internal_weight=0 392.737 261.39 internal_count=2263 1760 503 is_linear=0 shrinkage=0.00039269 Tree=276 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=211.174 110.798 42.9026 threshold=0.083325000000000024 -0.15026499999999995 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077724012096844317 0.0011224189607255094 -0.00063227904908989537 0.00015095965035866397 leaf_weight=151.71763128042221 24.932571649551392 262.72072777152061 127.4451931566 leaf_count=335 53 1519 332 internal_value=0 -0.000480125 0.000491356 internal_weight=0 287.653 279.163 internal_count=2239 1572 667 is_linear=0 shrinkage=0.000795741 Tree=277 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=203.221 106.544 41.7706 threshold=0.083325000000000024 -0.15026499999999995 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068773614968949668 0.00098546073396587621 -0.00055889028476169419 0.00013241702886983568 leaf_weight=150.27480855584145 24.886706039309502 260.48818777501583 127.32546181976795 leaf_count=335 53 1519 332 internal_value=0 -0.000424155 0.000433057 internal_weight=0 285.375 277.6 internal_count=2239 1572 667 is_linear=0 shrinkage=0.000713332 Tree=278 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=326.868 116.455 52.1196 threshold=0.045590000000000006 -0.10899499999999999 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053138327321121674 0.00041761717140679529 -0.00039366837370608378 0.00014779142399521162 leaf_weight=162.44770701229572 41.756809875369072 301.13461937010288 134.05674782395363 leaf_count=275 107 1539 318 internal_value=0 -0.000294853 0.000357973 internal_weight=0 342.891 296.504 internal_count=2239 1646 593 is_linear=0 shrinkage=0.000455338 Tree=279 num_leaves=4 num_cat=0 split_feature=12 13 123 split_gain=198.73 102.929 40.9024 threshold=0.083325000000000024 -0.15026499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002663692146093138 0.0010870363467201138 -0.00062313738675662473 0.0009229962886690324 leaf_weight=185.75233490765095 24.912084117531776 259.49780009686947 91.515678033232689 leaf_count=496 53 1519 171 internal_value=0 -0.000473277 0.000483146 internal_weight=0 284.41 277.268 internal_count=2239 1572 667 is_linear=0 shrinkage=0.000803916 Tree=280 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=269.475 92.1317 77.631 threshold=0.091615000000000016 -0.018054999999999998 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039680022515389211 0.00045648532384895657 0.00034272885917793891 -2.1688219467730915e-05 leaf_weight=253.62441791594028 238.74536897242069 42.020415782928467 104.47242824733257 leaf_count=1409 439 106 332 internal_value=0 -0.000291675 0.00031094 internal_weight=0 295.645 343.218 internal_count=2286 1515 771 is_linear=0 shrinkage=0.000462658 Tree=281 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=296.763 91.7533 80.5935 threshold=0.091615000000000016 -0.018054999999999998 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037502166873581619 0.00043593451365467843 0.00030736200574556216 -1.2645753441902006e-05 leaf_weight=259.66413047909737 246.34441746771336 42.307246327400208 105.70558595657349 leaf_count=1409 439 106 332 internal_value=0 -0.000279404 0.000301252 internal_weight=0 301.971 352.05 internal_count=2286 1515 771 is_linear=0 shrinkage=0.00042975 Tree=282 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=185.783 85.7172 84.8969 threshold=0.091615000000000016 -0.060004999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006299275002816481 -0.00082773177960156815 0.00042429824935549132 0.00055836088059440614 leaf_weight=219.04726260900497 27.610152170062065 54.910466000437737 281.76954090595245 leaf_count=1338 109 177 662 internal_value=0 -0.00041861 0.000434618 internal_weight=0 273.958 309.38 internal_count=2286 1515 771 is_linear=0 shrinkage=0.000754577 Tree=283 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=292.674 90.9817 80.8783 threshold=0.091615000000000016 -0.018054999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028595651082803035 -0.00035539146565323319 0.00023225675912526015 0.0002699401145268473 leaf_weight=259.26378692686558 23.862269535660744 42.403408527374268 327.26620571315289 leaf_count=1409 103 106 668 internal_value=0 -0.000213105 0.000227426 internal_weight=0 301.667 351.128 internal_count=2286 1515 771 is_linear=0 shrinkage=0.000328024 Tree=284 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=179.687 94.838 70.1631 threshold=0.090435000000000015 0.059940000000000007 0.17987500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066948985178159046 0.00051820873849785145 0.00088652828704124346 -0.00089109699382060033 leaf_weight=230.79720333218575 286.28971192240715 28.345764070749283 24.732002213597298 leaf_count=1401 712 62 101 internal_value=0 -0.000499236 0.000406095 internal_weight=0 259.143 311.022 internal_count=2276 1463 813 is_linear=0 shrinkage=0.000803024 Tree=285 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=276.04 101.854 81.724 threshold=0.090435000000000015 0.059940000000000007 0.087170000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040060130866373633 0.00040488232263112859 0.00046092593039416486 -5.1113824779545371e-05 leaf_weight=257.075952231884 240.90567284822464 28.945468321442604 107.94957467913628 leaf_count=1401 452 62 361 internal_value=0 -0.00031339 0.000263784 internal_weight=0 286.021 348.855 internal_count=2276 1463 813 is_linear=0 shrinkage=0.000435523 Tree=286 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=175.761 91.525 70.2859 threshold=0.090435000000000015 0.059940000000000007 -0.040854999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055737303340608064 0.00075926791903506994 0.0007246732135157203 9.3612853797860114e-05 leaf_weight=229.2767830491066 113.75086553394794 28.444379419088364 197.03917269408703 leaf_count=1401 222 62 591 internal_value=0 -0.000415832 0.000337278 internal_weight=0 257.721 310.79 internal_count=2276 1463 813 is_linear=0 shrinkage=0.000674297 Tree=287 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=274.684 107.376 86.0611 threshold=0.090435000000000015 0.059940000000000007 0.087170000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039057227375921088 0.00040043593117551634 0.00047848479408199807 -5.7269484039545753e-05 leaf_weight=257.92700996994972 243.66711235046387 28.799257948994637 108.12199884653091 leaf_count=1401 452 62 361 internal_value=0 -0.000303257 0.000259765 internal_weight=0 286.726 351.789 internal_count=2276 1463 813 is_linear=0 shrinkage=0.000426983 Tree=288 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=255.259 117.23 48.3176 threshold=0.080235000000000015 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8165707695117673e-05 -0.00031162434050751513 0.00051071521370578301 0.00040489190844787394 leaf_weight=50.441028222441673 297.42773053050041 36.15046127140522 247.8810430765152 leaf_count=156 1612 59 471 internal_value=0 -0.000222482 0.000326598 internal_weight=0 333.578 298.322 internal_count=2298 1671 627 is_linear=0 shrinkage=0.000431296 Tree=289 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=182.843 95.4237 40.9092 threshold=0.080235000000000015 -0.026779999999999995 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051829367604536603 0.00057849906063514415 -0.00045196131560256071 -0.00029082867404875862 leaf_weight=243.57553479075432 44.726952910423279 264.10931223630905 29.855110719799995 leaf_count=537 132 1539 90 internal_value=0 -0.000302699 0.000429934 internal_weight=0 308.836 273.431 internal_count=2298 1671 627 is_linear=0 shrinkage=0.000652511 Tree=290 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=176.979 128.017 4.88627 threshold=0.27772500000000006 -0.013874999999999998 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065145548899172038 0.00053609924715016096 -0.00034324136608375916 0.00082898329900332095 leaf_weight=76.785714223980904 39.643502831459045 366.12684035301208 96.055668041110039 leaf_count=156 84 1872 186 internal_value=0 -0.000170775 0.000743507 internal_weight=0 442.913 135.699 internal_count=2298 2028 270 is_linear=0 shrinkage=0.000700485 Tree=291 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=275.902 124.363 54.5032 threshold=0.080235000000000015 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4778090013917675e-05 -0.0002365893641191111 0.00038166843652298089 0.00030497597696069222 leaf_weight=51.079225972294807 306.36494034528732 36.812973275780678 254.87289780378342 leaf_count=156 1612 59 471 internal_value=0 -0.000170251 0.000244915 internal_weight=0 343.178 305.952 internal_count=2298 1671 627 is_linear=0 shrinkage=0.00031789 Tree=292 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=173.836 100.391 47.16 threshold=0.080235000000000015 0.13052500000000003 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0900574360211506e-05 -0.00049496118766381096 0.00101394355251761 0.00069821129074244749 leaf_weight=61.719782382249832 274.2134305536747 29.82049272954464 204.5223051160574 leaf_count=184 1597 49 428 internal_value=0 -0.000346909 0.000517606 internal_weight=0 304.034 266.242 internal_count=2258 1646 612 is_linear=0 shrinkage=0.000781223 Tree=293 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=244.66 118.743 57.0137 threshold=0.080235000000000015 0.13052500000000003 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8878422489651231e-05 -0.00028066394016350733 0.00053427010406170272 0.00039331065849112411 leaf_weight=62.179605826735497 298.39254774153233 31.665114894509315 228.7903443723917 leaf_count=184 1597 49 428 internal_value=0 -0.000202454 0.000300956 internal_weight=0 330.058 290.97 internal_count=2258 1646 612 is_linear=0 shrinkage=0.000400238 Tree=294 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=271.237 112.671 74.8703 threshold=0.094695000000000015 -0.018054999999999998 0.26364000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003742645291781771 0.00041669534090640474 0.00040063796003952706 -0.00030155832755850587 leaf_weight=272.93836694955826 285.78189907968044 46.687036097049713 34.56321819126606 leaf_count=1463 554 116 125 internal_value=0 -0.000261059 0.000339187 internal_weight=0 319.625 320.345 internal_count=2258 1579 679 is_linear=0 shrinkage=0.000461017 Tree=295 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=295.517 105.75 75.7914 threshold=0.094695000000000015 -0.018054999999999998 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026104663544471802 -0.0002622972480636814 0.00026028174754348058 0.00029532928694673855 leaf_weight=273.78728783130646 27.495101183652878 47.184253960847855 303.00585788488388 leaf_count=1463 107 116 572 internal_value=0 -0.000184398 0.000248927 internal_weight=0 320.972 330.501 internal_count=2258 1579 679 is_linear=0 shrinkage=0.000321667 Tree=296 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=185.536 103.724 55.4417 threshold=0.078300000000000008 0.31595000000000006 0.16984500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060343339051661352 -0.00051520045491045626 0.00086234227929345196 -0.00049318149675639403 leaf_weight=232.31653939187527 273.71075811982155 33.595649212598801 28.314821198582649 leaf_count=510 1611 58 91 internal_value=0 -0.000364559 0.00048427 internal_weight=0 307.306 260.631 internal_count=2270 1669 601 is_linear=0 shrinkage=0.000740065 Tree=297 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=282.998 135.986 48.1664 threshold=0.078300000000000008 0.31595000000000006 0.13751500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038586332164545399 -0.00032374082586639717 0.00051833618043990877 -0.00015450224624207455 leaf_weight=259.33971957862377 301.3921295851469 37.094874560832977 31.910437479615211 leaf_count=507 1611 58 94 internal_value=0 -0.000231433 0.000326653 internal_weight=0 338.487 291.25 internal_count=2270 1669 601 is_linear=0 shrinkage=0.000415095 Tree=298 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=182.448 143.445 2.89321 threshold=0.28251000000000009 0.081275000000000014 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042357718705711688 0.00078890371595477689 0.00038206693640622678 0.00057089294576762419 leaf_weight=304.98742684721947 86.407650664448738 136.71027120947838 37.605951517820358 leaf_count=1617 162 408 83 internal_value=0 -0.000174216 0.000722892 internal_weight=0 441.698 124.014 internal_count=2270 2025 245 is_linear=0 shrinkage=0.000653586 Tree=299 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=178.171 98.0451 52.8679 threshold=0.078300000000000008 -0.026779999999999995 0.16984500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060390822996723591 0.00065614945210872781 -0.00054339737609639745 -0.00048400649500352286 leaf_weight=229.86384274065495 45.2179966121912 258.51907369494438 28.33641529083252 leaf_count=510 139 1530 91 internal_value=0 -0.000364788 0.000484487 internal_weight=0 303.737 258.2 internal_count=2270 1669 601 is_linear=0 shrinkage=0.000751671 Tree=300 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=162.458 78.5028 50.5887 threshold=0.10491000000000002 1.0000000180025095e-35 0.098995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041662571447767212 0.00069479027449475194 0.00075251800661110314 -0.00025253093660581428 leaf_weight=307.79034964740276 175.7319069057703 35.193514063954353 37.648603484034538 leaf_count=1714 385 65 113 internal_value=0 -0.000296625 0.000527638 internal_weight=0 342.984 213.381 internal_count=2277 1779 498 is_linear=0 shrinkage=0.00074173 Tree=301 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=156.563 75.5552 49.1146 threshold=0.10491000000000002 1.0000000180025095e-35 0.098995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004525761405949505 0.00075906290560596025 0.00081948034330417245 -0.00027209221432827451 leaf_weight=305.96194352209568 173.70509046316147 34.899076268076897 37.728558987379074 leaf_count=1714 385 65 113 internal_value=0 -0.000322298 0.000575054 internal_weight=0 340.861 211.434 internal_count=2277 1779 498 is_linear=0 shrinkage=0.000819268 Tree=302 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=237.874 87.9618 49.0427 threshold=0.10384000000000002 1.0000000180025095e-35 0.098995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002812878844666957 0.00043181948708178155 0.00045649240448379115 -9.4970753455730309e-05 leaf_weight=328.75653949379921 207.98144559562206 34.356555968523026 40.683458775281906 leaf_count=1696 407 60 114 internal_value=0 -0.000211461 0.000345632 internal_weight=0 363.113 248.665 internal_count=2277 1756 521 is_linear=0 shrinkage=0.000438834 Tree=303 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=154.171 90.1011 45.7145 threshold=0.045590000000000006 -0.10899499999999999 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079669653963635107 0.00065764390575644995 -0.0004774900421828752 0.00017315936754751078 leaf_weight=105.28384865820408 41.526218488812447 262.75366100668907 141.2304093837738 leaf_count=212 116 1576 373 internal_value=0 -0.000322543 0.000439507 internal_weight=0 304.28 246.514 internal_count=2277 1692 585 is_linear=0 shrinkage=0.000716242 Tree=304 num_leaves=4 num_cat=0 split_feature=4 40 150 split_gain=158.724 128.52 4.68655 threshold=0.27066000000000007 -0.024094999999999995 0.082295000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062800870907502157 0.00063515841035525014 -0.00034661337406238671 0.00093290287649405723 leaf_weight=79.170935481786728 88.109535187482834 351.08368384838104 35.584176763892174 leaf_count=165 197 1840 63 internal_value=0 -0.000167254 0.000720944 internal_weight=0 430.255 123.694 internal_count=2265 2005 260 is_linear=0 shrinkage=0.000691066 Tree=305 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=273.512 111.12 44.9358 threshold=0.10114000000000002 -0.11372999999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029005403201962034 0.00035347550386928897 -0.00026251455719379635 -3.9139846185433047e-06 leaf_weight=52.505122497677803 220.90402492880821 307.07103796303272 53.942819803953171 leaf_count=148 417 1555 145 internal_value=0 -0.000181818 0.000283337 internal_weight=0 359.576 274.847 internal_count=2265 1703 562 is_linear=0 shrinkage=0.000351054 Tree=306 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=163.434 93.7702 36.3633 threshold=0.083325000000000024 0.28251000000000009 0.024785000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051304291051924248 -0.0004987781499101538 0.00079819111948350042 -0.00034163181816249127 leaf_weight=244.56779377162457 248.15043829381466 31.973973885178566 28.213584944605827 leaf_count=573 1529 57 106 internal_value=0 -0.000350695 0.000424627 internal_weight=0 280.124 272.781 internal_count=2265 1586 679 is_linear=0 shrinkage=0.00071299 Tree=307 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=237.111 115.009 42.8159 threshold=0.080235000000000015 0.28251000000000009 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038078833172518108 -0.0002654846228073644 0.00042181259259257498 0.00010613747514966881 leaf_weight=156.63136817514896 285.99344322085381 34.774143546819687 134.35433192551136 leaf_count=297 1584 57 327 internal_value=0 -0.000190955 0.000253991 internal_weight=0 320.768 290.986 internal_count=2265 1641 624 is_linear=0 shrinkage=0.000356934 Tree=308 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=145.119 62.7746 43.8631 threshold=0.10384000000000002 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047897466075568396 0.00073972758369745498 -0.00045635410703074973 -0.00013733527200430446 leaf_weight=57.516834855079651 176.4425096064806 276.36999580264091 48.166113033890724 leaf_count=176 397 1582 142 internal_value=0 -0.000295212 0.00055165 internal_weight=0 333.887 224.609 internal_count=2297 1758 539 is_linear=0 shrinkage=0.000814647 Tree=309 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=148.971 98.1692 5.64853 threshold=0.28251000000000009 -0.16392499999999996 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00099115596337701647 0.00056197837989746091 -0.00029150118570738935 0.00092903237936442105 leaf_weight=40.581933721899986 37.727870747447014 393.58102598786354 83.048347234725952 leaf_count=86 85 1955 171 internal_value=0 -0.000171571 0.00081448 internal_weight=0 434.163 120.776 internal_count=2297 2041 256 is_linear=0 shrinkage=0.000785365 Tree=310 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=144.263 94.5126 5.64348 threshold=0.28251000000000009 -0.16392499999999996 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011524026182445236 0.00065306153149784338 -0.00033629181580695336 0.0010875713885068724 leaf_weight=40.178917065262794 37.372601076960564 392.68616423010826 81.670096814632416 leaf_count=86 85 1955 171 internal_value=0 -0.000198065 0.000951287 internal_weight=0 432.865 119.043 internal_count=2297 2041 256 is_linear=0 shrinkage=0.000924696 Tree=311 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=243.103 91.0058 50.9937 threshold=0.10293500000000001 -0.11372999999999998 0.24425000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025014055363223005 0.00032883891842071911 -0.00023651386893459237 -0.00013843246109137731 leaf_weight=54.86296771466732 237.80459685623646 308.51010656356812 32.134582817554474 leaf_count=163 454 1571 109 internal_value=0 -0.000163028 0.000273207 internal_weight=0 363.373 269.939 internal_count=2297 1734 563 is_linear=0 shrinkage=0.000348209 Tree=312 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=271.593 105.273 42.2429 threshold=0.045590000000000006 0.13052500000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9044202555842405e-05 -0.00029145079726895361 0.00055493203275146685 0.00038585007268882173 leaf_weight=50.738107487559319 297.36035783588886 25.887420147657394 236.66515569388866 leaf_count=148 1616 41 447 internal_value=0 -0.000223639 0.000314374 internal_weight=0 323.248 287.403 internal_count=2252 1657 595 is_linear=0 shrinkage=0.000402683 Tree=313 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=181.27 87.2545 32.6966 threshold=0.083325000000000024 0.13052500000000003 0.0084800000000000032 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058281458559698114 -0.00054917970005340685 0.0010397742082584012 -0.00032705948414155349 leaf_weight=241.06006123125553 249.75956556200981 23.104601085186005 26.870038166642189 leaf_count=565 1552 40 95 internal_value=0 -0.000414573 0.000491549 internal_weight=0 272.864 267.93 internal_count=2252 1592 660 is_linear=0 shrinkage=0.00078254 Tree=314 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=174.434 84.2078 32.8449 threshold=0.083325000000000024 0.13052500000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3918268116754441e-05 -0.00042175976656214532 0.00080164916332586876 0.00048822808379381894 leaf_weight=56.976834923028946 247.7577026039362 22.831326499581337 209.45688201487064 leaf_count=187 1552 40 473 internal_value=0 -0.000318484 0.000376573 internal_weight=0 270.589 266.434 internal_count=2252 1592 660 is_linear=0 shrinkage=0.000609781 Tree=315 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=168.028 83.6138 31.8764 threshold=0.083325000000000024 -0.028439999999999997 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3392551775516988e-05 0.00060655659700702906 -0.0006056756539097192 0.00063034234014011409 leaf_weight=56.962573140859604 43.138404980301857 225.20925817638636 207.51802423596382 leaf_count=187 138 1454 473 internal_value=0 -0.000410773 0.000485244 internal_weight=0 268.348 264.481 internal_count=2252 1592 660 is_linear=0 shrinkage=0.000797799 Tree=316 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=202.196 95.1714 39.4116 threshold=0.10508500000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021521065495366256 0.00038289354169191412 0.00040506232926276525 -1.6904084589615513e-06 leaf_weight=337.53320109844208 180.99687950313091 39.746139943599701 48.610267221927643 leaf_count=1754 358 69 133 internal_value=0 -0.000149848 0.00030148 internal_weight=0 377.279 229.607 internal_count=2314 1823 491 is_linear=0 shrinkage=0.00037922 Tree=317 num_leaves=4 num_cat=0 split_feature=484 1 50 split_gain=131.183 115.992 13.8175 threshold=-1.0000000180025095e-35 0.10508500000000001 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083863553800653755 -0.00013009163449728559 0.00065570629906851012 -0.0017798289689873769 leaf_weight=52.949474565684795 292.54850433766842 184.28122921288013 11.424862101674078 leaf_count=328 1492 433 61 internal_value=0 0.000173611 -0.00100615 internal_weight=0 476.83 64.3743 internal_count=2314 1925 389 is_linear=0 shrinkage=0.00077584 Tree=318 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=224.834 102.679 40.773 threshold=0.10508500000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002118398754256193 0.00036611901468696869 0.00038734528407167708 3.6216653645424095e-06 leaf_weight=345.57558511197567 188.33181834220886 40.409501135349274 49.610560387372971 leaf_count=1754 358 69 133 internal_value=0 -0.000149094 0.000290545 internal_weight=0 385.985 237.942 internal_count=2314 1823 491 is_linear=0 shrinkage=0.000355741 Tree=319 num_leaves=4 num_cat=0 split_feature=1 123 39 split_gain=198.172 91.6249 25.9717 threshold=0.10508500000000001 1.0000000180025095e-35 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022700927545221195 0.00022134878565404389 0.00043410344241129713 0.00050682674445613903 leaf_weight=332.74953602254391 143.68222479522228 39.482289761304855 85.723294019699097 leaf_count=1754 338 69 153 internal_value=0 -0.000156867 0.000328058 internal_weight=0 372.232 229.406 internal_count=2314 1823 491 is_linear=0 shrinkage=0.000410403 Tree=320 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=269.608 113.807 55.7369 threshold=0.045590000000000006 0.28251000000000009 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9454051150857262e-05 -0.00019132619962841438 0.00032012175833513967 0.00026124817545465911 leaf_weight=46.385445699095726 313.22989700734615 34.735730484127998 243.33705025911331 leaf_count=144 1646 56 450 internal_value=0 -0.000140256 0.000209902 internal_weight=0 347.966 289.722 internal_count=2296 1702 594 is_linear=0 shrinkage=0.000268143 Tree=321 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=256.26 112.112 58.4804 threshold=0.045590000000000006 -0.10899499999999999 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3150919693220399e-05 0.00032943811858295393 -0.00024363063066326705 0.00032688052233661937 leaf_weight=46.728864163160324 44.149532213807106 296.42942544817924 241.78065502643585 leaf_count=144 116 1586 450 internal_value=0 -0.000169329 0.000260468 internal_weight=0 340.579 288.51 internal_count=2296 1702 594 is_linear=0 shrinkage=0.000335559 Tree=322 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=251.668 115.467 54.3019 threshold=0.045590000000000006 -0.047749999999999994 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3432251631904073e-05 0.00031651151841942052 -0.00025564015409476279 0.00033536309356842068 leaf_weight=46.378029808402061 49.381714254617691 288.380804002285 239.21913225948811 leaf_count=144 137 1565 450 internal_value=0 -0.000171977 0.000268978 internal_weight=0 337.763 285.597 internal_count=2296 1702 594 is_linear=0 shrinkage=0.000345786 Tree=323 num_leaves=4 num_cat=0 split_feature=1 4 159 split_gain=246.681 95.0982 70.9503 threshold=0.091615000000000016 -0.16223499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036702118760497564 -0.00033404833981985122 -0.00033566670853658821 0.00034213508592709999 leaf_weight=38.889702901244164 29.878269582986832 256.85781009495258 304.79239857196808 leaf_count=103 107 1438 648 internal_value=0 -0.000243248 0.000281752 internal_weight=0 295.748 334.671 internal_count=2296 1541 755 is_linear=0 shrinkage=0.000418851 Tree=324 num_leaves=4 num_cat=0 split_feature=1 484 0 split_gain=154.322 84.8886 81.4913 threshold=0.077765000000000015 -0.0048499999999999993 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073209345188552765 -0.00088834564415207502 0.00044840123818291568 0.00076953453391142635 leaf_weight=159.95881043374538 30.691243380308151 327.11905841529369 24.631078809499741 leaf_count=1117 131 936 64 internal_value=0 0.0003337 -0.000531662 internal_weight=0 357.81 184.59 internal_count=2248 1067 1181 is_linear=0 shrinkage=0.000768729 Tree=325 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=150.333 85.9583 32.2399 threshold=0.080235000000000015 0.15891500000000003 0.16984500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049722078050172568 -0.00047878014301419342 0.00048920272641343168 -0.00027462634682702108 leaf_weight=226.47800830006599 233.47127120196819 51.381272926926613 27.899441510438919 leaf_count=527 1504 133 84 internal_value=0 -0.000304156 0.000412552 internal_weight=0 284.853 254.377 internal_count=2248 1637 611 is_linear=0 shrinkage=0.00067763 Tree=326 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=228.886 116.245 44.5901 threshold=0.080235000000000015 0.15891500000000003 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8534607422428756e-05 -0.00032115435134501659 0.00031529784258975575 0.00036732112719797062 leaf_weight=54.646593436598778 262.72217181324959 57.044902086257935 231.72096771001816 leaf_count=163 1504 133 448 internal_value=0 -0.000207602 0.000289876 internal_weight=0 319.767 286.368 internal_count=2248 1637 611 is_linear=0 shrinkage=0.000404177 Tree=327 num_leaves=4 num_cat=0 split_feature=1 484 0 split_gain=147.168 81.4557 78.9211 threshold=0.077765000000000015 -0.0048499999999999993 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0007199462334033102 -0.00086740709048328053 0.00043589414097748092 0.0007485150623995862 leaf_weight=157.15732180327177 30.568372391164303 324.94262823462486 24.670029386878014 leaf_count=1117 131 936 64 internal_value=0 0.00032379 -0.00052065 internal_weight=0 355.511 181.827 internal_count=2248 1067 1181 is_linear=0 shrinkage=0.000763507 Tree=328 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=305.421 82.6056 65.4701 threshold=0.099450000000000011 0.064285000000000009 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020317553161892224 -0.00023432721769644452 0.00031674512070055117 0.00029348121944553808 leaf_weight=316.41830150783062 22.528683289885521 29.595496967434883 273.24214853346348 leaf_count=1631 91 64 503 internal_value=0 -0.00015869 0.000253266 internal_weight=0 346.014 295.771 internal_count=2289 1695 594 is_linear=0 shrinkage=0.000297676 Tree=329 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=253.271 78.2207 59.3807 threshold=0.099515000000000006 0.064285000000000009 0.25694000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023257041249162162 0.00034747236901156949 0.00038140557795564311 -0.00016279097999474665 leaf_weight=304.73633505403996 243.92284518480301 29.356223061680794 33.477235928177834 leaf_count=1634 473 64 118 internal_value=0 -0.000178603 0.000285886 internal_weight=0 334.093 277.4 internal_count=2289 1698 591 is_linear=0 shrinkage=0.000359324 Tree=330 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=244.039 75.9206 60.4204 threshold=0.099450000000000011 0.064285000000000009 0.27350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002629755385616473 0.0003872800446912501 0.00042385513691266724 -0.00020490142001506977 leaf_weight=299.85688430070877 243.02476596832275 29.280465677380562 32.368119806051254 leaf_count=1631 479 64 115 internal_value=0 -0.000201853 0.000317669 internal_weight=0 329.137 275.393 internal_count=2289 1695 594 is_linear=0 shrinkage=0.000407234 Tree=331 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=170.672 71.6433 53.3108 threshold=0.099515000000000006 0.064285000000000009 0.27350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045140876587982368 0.00068527892056156068 0.00084985205294399425 -0.00041992695418973877 leaf_weight=275.88444808125496 214.79451254010201 28.573873326182365 30.507533401250839 leaf_count=1634 476 64 115 internal_value=0 -0.000329238 0.000547806 internal_weight=0 304.458 245.302 internal_count=2289 1698 591 is_linear=0 shrinkage=0.000782498 Tree=332 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=300.465 128.516 50.9159 threshold=0.045590000000000006 0.31595000000000006 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3385503262090211e-05 -0.00025071173452934304 0.00035750238709098789 0.00029457128684127429 leaf_weight=54.339476227760315 310.21267990767956 36.259536325931549 238.38866245746613 leaf_count=160 1655 59 441 internal_value=0 -0.000187044 0.000233694 internal_weight=0 346.472 292.728 internal_count=2315 1714 601 is_linear=0 shrinkage=0.000305757 Tree=333 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=251.486 108.498 60.9536 threshold=0.045590000000000006 0.31595000000000006 -0.040589999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038661016504930339 -0.00035661434231929986 0.00036540399390001615 1.9287936627351192e-05 leaf_weight=107.76831676065922 344.29604281485081 30.545595273375511 140.15148396790028 leaf_count=221 1655 59 380 internal_value=0 -0.000297762 0.000178977 internal_weight=0 374.842 247.92 internal_count=2315 1714 601 is_linear=0 shrinkage=0.000367244 Tree=334 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=156.042 84.012 39.1632 threshold=0.10312500000000001 -0.12077499999999998 0.084210000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057944607681517624 0.00071598320127899088 -0.00052983009149918574 -0.00011763169883178541 leaf_weight=52.943520545959473 165.99619732797146 280.14117509126663 47.216876089572906 leaf_count=161 382 1631 141 internal_value=0 -0.000353489 0.000531382 internal_weight=0 333.085 213.213 internal_count=2315 1792 523 is_linear=0 shrinkage=0.000807691 Tree=335 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=272.623 101.924 67.0428 threshold=0.099195000000000019 -0.12077499999999998 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030975552646969601 0.00037118840643887474 -0.00032001977123431236 -0.00024941373053478726 leaf_weight=48.188269644975662 246.59034875035286 300.96686078608036 31.756406843662262 leaf_count=141 474 1583 117 internal_value=0 -0.00023309 0.000300372 internal_weight=0 349.155 278.347 internal_count=2315 1724 591 is_linear=0 shrinkage=0.000402097 Tree=336 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=210.892 116.028 46.9806 threshold=0.045590000000000006 -0.028439999999999997 -0.031049999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045063424544046054 0.00032654735721537122 -0.00028715112019565148 0.00013113375315111715 leaf_weight=116.73862481117249 53.520677700638771 272.23122654855251 156.37304885685444 leaf_count=212 155 1525 382 internal_value=0 -0.000186308 0.000267723 internal_weight=0 325.752 273.112 internal_count=2274 1680 594 is_linear=0 shrinkage=0.000381082 Tree=337 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=147.445 99.56 47.8869 threshold=0.045590000000000006 -0.028439999999999997 -0.031049999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00082298666514014495 0.00060978132180555214 -0.00050268841923210687 0.00017624754905202689 leaf_weight=104.22209872305393 51.339480713009834 246.28028182685375 144.08469934761524 leaf_count=212 155 1525 382 internal_value=0 -0.00031076 0.000447747 internal_weight=0 297.62 248.307 internal_count=2274 1680 594 is_linear=0 shrinkage=0.000726804 Tree=338 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=230.847 107.836 48.118 threshold=0.045590000000000006 -0.028439999999999997 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045612404490145248 0.00032069985540242074 -0.00030727950682974976 0.0001162982601058282 leaf_weight=151.79607932269573 54.679166793823242 276.42012333869934 128.4742524176836 leaf_count=282 155 1525 312 internal_value=0 -0.00020356 0.000300368 internal_weight=0 331.099 280.27 internal_count=2274 1680 594 is_linear=0 shrinkage=0.000408635 Tree=339 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=143.991 95.8712 46.8856 threshold=0.045590000000000006 -0.028439999999999997 -0.031049999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075494272073946516 0.00054859205497420551 -0.00045887323208091937 0.00016229989943314539 leaf_weight=103.34235779941082 51.544529929757118 245.30531940609217 144.28145126998425 leaf_count=212 155 1525 382 internal_value=0 -0.000283915 0.00040967 internal_weight=0 296.85 247.624 internal_count=2274 1680 594 is_linear=0 shrinkage=0.000671621 Tree=340 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=232.266 88.8639 38.9759 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026465037159647555 0.00043939444462169457 0.00042338249968139482 1.9353130101032591e-05 leaf_weight=327.93137113749981 186.81352035701275 38.194215357303619 51.344874143600464 leaf_count=1673 359 68 136 internal_value=0 -0.000192856 0.000348846 internal_weight=0 366.126 238.158 internal_count=2236 1741 495 is_linear=0 shrinkage=0.000426983 Tree=341 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=145.003 67.1456 37.6165 threshold=0.10491000000000002 0.048375000000000008 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004068601703801818 0.00079244551807943885 0.00094934634048447861 -5.4671797253821668e-05 leaf_weight=309.52302361279726 150.3553970605135 26.929546430706978 46.630922079086304 leaf_count=1714 339 48 135 internal_value=0 -0.000298262 0.000591929 internal_weight=0 336.453 196.986 internal_count=2236 1762 474 is_linear=0 shrinkage=0.000824044 Tree=342 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=254.023 74.7523 50.1837 threshold=0.10098000000000001 -0.10075499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015699474444558789 -0.00020461212677134693 -0.00022053517806249753 0.00028754878320089481 leaf_weight=60.97734597325325 21.651537090539932 289.00042772293091 243.50136402249336 leaf_count=207 85 1477 467 internal_value=0 -0.000154752 0.000247349 internal_weight=0 349.978 265.153 internal_count=2236 1684 552 is_linear=0 shrinkage=0.000309883 Tree=343 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=141.61 65.0586 36.7378 threshold=0.10491000000000002 0.048375000000000008 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039633062357818515 0.0007770944305540092 0.00092663151945963592 -4.9627170677192219e-05 leaf_weight=308.92524978518486 149.17931260168552 26.73721319437027 46.763887867331505 leaf_count=1714 339 48 135 internal_value=0 -0.000290903 0.000579803 internal_weight=0 335.662 195.943 internal_count=2236 1762 474 is_linear=0 shrinkage=0.000813887 Tree=344 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=147.37 86.6507 69.0315 threshold=0.089790000000000023 -0.11372999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061939933363411987 -0.00083912742625219484 -0.00062149783652431742 0.00046253314806119595 leaf_weight=36.88401110470295 24.432380765676498 196.61060874909163 281.32849935442209 leaf_count=125 116 1317 741 internal_value=0 -0.000425445 0.000358476 internal_weight=0 233.495 305.761 internal_count=2299 1442 857 is_linear=0 shrinkage=0.000743047 Tree=345 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=241.003 91.6068 86.0896 threshold=0.089790000000000023 0.064285000000000009 0.087170000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028872159332991182 0.00030583089539347561 0.00036433361151536146 -4.2450736368228548e-05 leaf_weight=237.60603000223637 238.13839171826839 25.937242805957794 114.46397186815739 leaf_count=1388 463 54 394 internal_value=0 -0.000224428 0.000192773 internal_weight=0 263.543 352.602 internal_count=2299 1442 857 is_linear=0 shrinkage=0.000330047 Tree=346 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=144.035 84.0967 69.4785 threshold=0.089790000000000023 0.064285000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060218082837983512 -0.00074756354501433696 0.00089181966181126971 0.00049135814837794102 leaf_weight=207.0272089317441 30.062047630548477 25.31483305990696 275.2341493293643 leaf_count=1388 121 54 736 internal_value=0 -0.000439342 0.000369324 internal_weight=0 232.342 305.296 internal_count=2299 1442 857 is_linear=0 shrinkage=0.000773982 Tree=347 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=138.646 82.7292 67.1928 threshold=0.089790000000000023 -0.11372999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058581532791742721 -0.00081101117881889105 -0.00059407067647923562 0.0004391111525136179 leaf_weight=36.946917578577995 24.393466487526894 193.29266429692507 279.45504938066006 leaf_count=125 116 1317 741 internal_value=0 -0.0004047 0.000338705 internal_weight=0 230.24 303.849 internal_count=2299 1442 857 is_linear=0 shrinkage=0.000722602 Tree=348 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=276.862 88.267 49.9183 threshold=0.10098000000000001 0.064285000000000009 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024247835321917661 0.00035878997312438276 0.00037778798865890543 -3.8945307793429267e-05 leaf_weight=319.12299498915672 213.38407865166664 30.604711771011353 46.865989804267883 leaf_count=1636 408 66 134 internal_value=0 -0.000188181 0.000287168 internal_weight=0 349.728 260.25 internal_count=2244 1702 542 is_linear=0 shrinkage=0.000348978 Tree=349 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=272.539 107.886 52.6372 threshold=0.080235000000000015 0.28251000000000009 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029632175016582263 -0.0002618187000599013 0.00037221416935641637 -0.00013100831062430048 leaf_weight=250.80744752287865 287.46608160436153 32.190843820571899 35.500543177127838 leaf_count=504 1580 54 106 internal_value=0 -0.00019795 0.00024333 internal_weight=0 319.657 286.308 internal_count=2244 1634 610 is_linear=0 shrinkage=0.000328511 Tree=350 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=258.129 100.89 59.7601 threshold=0.080235000000000015 0.28251000000000009 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022897741681687244 -0.00032480572866395475 0.00033408004325913873 -0.00024567698513861853 leaf_weight=218.51150101423264 330.16503845155239 27.822240605950356 33.824267700314522 leaf_count=504 1580 54 106 internal_value=0 -0.000273583 0.000165339 internal_weight=0 357.987 252.336 internal_count=2244 1634 610 is_linear=0 shrinkage=0.000332373 Tree=351 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=248.435 103.39 52.5581 threshold=0.080235000000000015 0.28251000000000009 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033527781750552192 -0.00029970801644472491 0.00043013693988409911 -0.00016596713879849309 leaf_weight=245.2102739661932 282.13510869443417 31.900670364499092 35.347928091883659 leaf_count=504 1580 54 106 internal_value=0 -0.000225547 0.000272118 internal_weight=0 314.036 280.558 internal_count=2244 1634 610 is_linear=0 shrinkage=0.000384357 Tree=352 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=243.82 94.6323 48.2401 threshold=0.10098000000000001 -0.11372999999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026138485197445591 0.00032939775211211281 -0.00023642841812763468 -3.5123753753344072e-05 leaf_weight=50.872250780463219 221.14341557025909 300.91551278531551 50.904719606041908 leaf_count=151 442 1565 144 internal_value=0 -0.000164429 0.000261192 internal_weight=0 351.788 272.048 internal_count=2302 1716 586 is_linear=0 shrinkage=0.000337622 Tree=353 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=147.054 75.6867 47.4412 threshold=0.078300000000000008 0.13130500000000003 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080797195252686955 -0.00048676671405316086 0.0011374878829357295 9.7507834061365506e-05 leaf_weight=142.6517176181078 269.27147182822227 21.138086140155792 116.93799524009228 leaf_count=320 1632 36 314 internal_value=0 -0.000368475 0.000487958 internal_weight=0 290.41 259.59 internal_count=2302 1668 634 is_linear=0 shrinkage=0.000826873 Tree=354 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=207.767 84.5575 45.309 threshold=0.10098000000000001 -0.11372999999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028676989091916324 0.00036492896805877934 -0.000260925913662914 -4.8202725905205442e-05 leaf_weight=51.049557536840439 211.26961413025856 292.14750981330872 50.768120393157005 leaf_count=151 442 1565 144 internal_value=0 -0.000179446 0.00028489 internal_weight=0 343.197 262.038 internal_count=2302 1716 586 is_linear=0 shrinkage=0.00039269 Tree=355 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=272.821 77.2183 60.6455 threshold=0.10098000000000001 -0.11372999999999998 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010771265780861684 -0.00024770557749904715 -0.00026831566649604817 0.0002239761559777377 leaf_weight=54.14405745267868 26.116630896925926 345.44304119050503 220.83948312699795 leaf_count=151 95 1565 491 internal_value=0 -0.000217361 0.000174079 internal_weight=0 399.587 246.956 internal_count=2302 1716 586 is_linear=0 shrinkage=0.00029279 Tree=356 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=237.294 109.196 90.6802 threshold=0.089790000000000023 -0.16223499999999996 0.087515000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027174397057044602 0.0002942576752494227 -0.00027102121003208307 -4.061523925381754e-05 leaf_weight=41.408117651939392 249.56159998476505 232.53953388333321 110.73577003180981 leaf_count=107 482 1343 391 internal_value=0 -0.000188967 0.000191339 internal_weight=0 273.948 360.297 internal_count=2323 1450 873 is_linear=0 shrinkage=0.000307992 Tree=357 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=204.253 98.5873 54.6089 threshold=0.080235000000000015 0.12205500000000001 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001047704790348792 -0.00030472696522549069 0.00053146998052292969 0.00041582344694517223 leaf_weight=52.978305771946907 286.45521031320095 33.871877357363701 237.07419107854366 leaf_count=166 1617 61 479 internal_value=0 -0.00021628 0.000320736 internal_weight=0 320.327 290.052 internal_count=2323 1678 645 is_linear=0 shrinkage=0.000463608 Tree=358 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=210.192 87.4094 59.1793 threshold=0.10044000000000002 0.059940000000000007 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002463343771283005 -0.00028219796127974632 0.00047824907614860167 0.0003779153313191667 leaf_weight=314.32778963446617 26.306710496544838 32.063411116600037 242.78404968976974 leaf_count=1657 103 71 492 internal_value=0 -0.000179241 0.000313366 internal_weight=0 346.391 269.091 internal_count=2323 1728 595 is_linear=0 shrinkage=0.00041815 Tree=359 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=144.622 86.726 46.4003 threshold=0.080235000000000015 -0.060004999999999996 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050995558776258814 -0.00047496037260866394 0.00038245851875467731 -0.00036395515260063569 leaf_weight=234.61808186769485 227.91260185092688 69.531801462173462 31.065838113427162 leaf_count=546 1444 234 99 internal_value=0 -0.000274515 0.000407752 internal_weight=0 297.444 265.684 internal_count=2323 1678 645 is_linear=0 shrinkage=0.000672099 Tree=360 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=215.702 100.606 45.0262 threshold=0.10508500000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020905088417266641 0.00035234584416128536 0.00035622486201446348 -2.2508334551744538e-05 leaf_weight=327.21454444527626 185.21739195287228 41.653572872281075 47.20399397611618 leaf_count=1678 356 73 128 internal_value=0 -0.000145203 0.000276219 internal_weight=0 368.868 232.421 internal_count=2235 1751 484 is_linear=0 shrinkage=0.000342639 Tree=361 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=144.443 106.771 5.57884 threshold=0.28251000000000009 1.0000000180025095e-35 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031598588807885337 0.00048782085202542664 0.00071671080826834035 0.00083929419905146648 leaf_weight=358.53529623150826 32.395543679594994 59.836524978280067 81.85822668671608 leaf_count=1870 74 120 171 internal_value=0 -0.000168261 0.000739736 internal_weight=0 418.372 114.254 internal_count=2235 1990 245 is_linear=0 shrinkage=0.000715769 Tree=362 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=245.013 81.4771 54.7202 threshold=0.10114000000000002 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019267543243524921 0.00029821246383261978 0.00030449327978540331 -4.4598658934598274e-05 leaf_weight=318.41303859651089 218.00191394984722 32.502578318119049 51.525533676147461 leaf_count=1619 417 56 143 internal_value=0 -0.000146613 0.000232679 internal_weight=0 350.916 269.527 internal_count=2235 1675 560 is_linear=0 shrinkage=0.000299188 Tree=363 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=141.394 103.958 5.5351 threshold=0.28251000000000009 1.0000000180025095e-35 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029022600780274959 0.00045223462501105071 0.00066322533265063494 0.00077988268451318124 leaf_weight=358.58957320451736 32.265319421887398 59.460396617650986 81.00640070438385 leaf_count=1870 74 120 171 internal_value=0 -0.00015459 0.000686644 internal_weight=0 418.05 113.272 internal_count=2235 1990 245 is_linear=0 shrinkage=0.000667926 Tree=364 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=255.073 121.048 52.8708 threshold=0.045590000000000006 0.28251000000000009 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.692689233211963e-05 -0.0002434093535091449 0.00040460009104526781 0.00032984475026020014 leaf_weight=49.614264369010925 301.39807096123695 37.785428985953331 242.1882127225399 leaf_count=145 1631 61 462 internal_value=0 -0.000171202 0.000264084 internal_weight=0 339.183 291.802 internal_count=2299 1692 607 is_linear=0 shrinkage=0.000341356 Tree=365 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=158.884 88.3073 37.7044 threshold=0.045590000000000006 -0.047749999999999994 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013671404225263948 0.00056369903210094503 -0.00042399868380050372 0.00053859998282749892 leaf_weight=41.978232771158218 45.172823056578636 253.18140495568514 211.15223270654678 leaf_count=127 130 1562 480 internal_value=0 -0.000274428 0.000426607 internal_weight=0 298.354 253.13 internal_count=2299 1692 607 is_linear=0 shrinkage=0.000650858 Tree=366 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=281.78 122.187 63.241 threshold=0.045590000000000006 0.28251000000000009 0.091845000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010110965841451601 -0.0003141513269233947 0.00036442226152137404 0.00029534127599275915 leaf_weight=60.672391772270203 349.53062641620636 33.708968907594681 201.4806427359581 leaf_count=170 1631 61 437 internal_value=0 -0.00025445 0.000203586 internal_weight=0 383.24 262.153 internal_count=2299 1692 607 is_linear=0 shrinkage=0.000340454 Tree=367 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=262.587 80.3044 77.8858 threshold=0.098950000000000024 -0.12077499999999998 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021337553033012185 -0.0002426527933006417 -0.00019724983630603786 0.00027649151058260876 leaf_weight=45.581110462546349 26.486379683017731 303.83912581205368 260.90307500958443 leaf_count=134 105 1562 498 internal_value=0 -0.000143676 0.000228633 internal_weight=0 349.42 287.389 internal_count=2299 1696 603 is_linear=0 shrinkage=0.000288526 Tree=368 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=154.887 105.044 3.99256 threshold=0.27066000000000007 -0.03549999999999999 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058878612933315345 0.00050371750577126199 -0.00031387349189792451 0.0007485222739860069 leaf_weight=64.02778859436512 44.997382923960686 358.16860127449036 75.569031566381454 leaf_count=136 104 1893 163 internal_value=0 -0.000176961 0.000657251 internal_weight=0 422.196 120.566 internal_count=2296 2029 267 is_linear=0 shrinkage=0.000649177 Tree=369 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=251.539 74.7107 53.1978 threshold=0.10044000000000002 -0.12077499999999998 -0.23894999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022843031314784287 -0.0001839558768169447 -0.00024525718034821268 0.00031152710932353338 leaf_weight=45.602982372045517 28.943203806877136 307.79411801695824 241.48862047493458 leaf_count=135 106 1581 474 internal_value=0 -0.000184123 0.000258488 internal_weight=0 353.397 270.432 internal_count=2296 1716 580 is_linear=0 shrinkage=0.000345431 Tree=370 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=151.338 102.06 3.99461 threshold=0.27066000000000007 -0.03549999999999999 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080068623890292793 0.00068611537132025368 -0.00042474118047047799 0.0010237780863797546 leaf_weight=63.660078912973404 44.75943623483181 357.8418212980032 74.722338646650314 leaf_count=136 104 1893 163 internal_value=0 -0.000239635 0.000897415 internal_weight=0 421.502 119.482 internal_count=2296 2029 267 is_linear=0 shrinkage=0.000891853 Tree=371 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=216.648 67.6011 43.3362 threshold=0.10044000000000002 0.059940000000000007 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022555856306979923 0.00030561162011983868 0.00033842492077690853 -0.0001304732992793698 leaf_weight=310.55182296037674 225.58619847893715 28.838533774018288 32.360457122325897 leaf_count=1650 466 66 114 internal_value=0 -0.00017762 0.000250897 internal_weight=0 339.39 257.947 internal_count=2296 1716 580 is_linear=0 shrinkage=0.00035246 Tree=372 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=167.214 51.4612 45.2601 threshold=0.10398500000000001 1.0000000180025095e-35 0.10621500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044633091056287607 0.00074178261856397659 0.00065734250490049044 -0.00026340378224347588 leaf_weight=295.59992235153913 177.90366005897522 30.367380350828171 34.942166537046432 leaf_count=1711 414 61 106 internal_value=0 -0.000343479 0.000576756 internal_weight=0 325.967 212.846 internal_count=2292 1772 520 is_linear=0 shrinkage=0.000807569 Tree=373 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=161.183 81.8087 44.0522 threshold=0.10398500000000001 -0.41728499999999996 0.098995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016927850887218227 0.00067666381424873938 -0.00037752345306721547 -0.00020814204973131076 leaf_weight=10.737850427627562 173.57947644591331 313.24270433932543 37.224882081151009 leaf_count=18 408 1754 112 internal_value=0 -0.00030881 0.000520416 internal_weight=0 323.981 210.804 internal_count=2292 1772 520 is_linear=0 shrinkage=0.000738141 Tree=374 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=238.348 87.2902 42.9599 threshold=0.10398500000000001 -0.41728499999999996 0.10621500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008885308530059738 0.00038425371413098913 -0.0002200311099172664 -6.3902436748740932e-05 leaf_weight=11.06939712166786 204.44360238313675 347.18767723441124 38.433270677924156 leaf_count=18 414 1754 106 internal_value=0 -0.000185733 0.000313337 internal_weight=0 358.257 242.877 internal_count=2292 1772 520 is_linear=0 shrinkage=0.000388934 Tree=375 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=259.28 86.3697 45.2427 threshold=0.10398500000000001 -0.41728499999999996 0.098995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007834036537039316 0.00035408639892947429 -0.00020370761682700564 -4.6250560750970308e-05 leaf_weight=11.048550486564634 207.42076122760773 350.60803885757923 40.898837581276894 leaf_count=18 408 1754 112 internal_value=0 -0.000173512 0.000288151 internal_weight=0 361.657 248.32 internal_count=2292 1772 520 is_linear=0 shrinkage=0.000347899 Tree=376 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=151.876 92.6431 34.0469 threshold=0.080235000000000015 0.15891500000000003 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00076820603660090396 -0.00059340621807838975 0.0006559314781901214 0.00015521701076307481 leaf_weight=129.90294966101646 236.85993487387896 46.559783071279526 109.51845586299896 leaf_count=304 1543 117 292 internal_value=0 -0.000388136 0.000487841 internal_weight=0 283.42 239.421 internal_count=2256 1660 596 is_linear=0 shrinkage=0.000809798 Tree=377 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=146.306 89.315 33.3246 threshold=0.080235000000000015 0.15891500000000003 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007025967175754563 -0.00054136793277742622 0.00059573062267066995 0.00014038159358623615 leaf_weight=128.34900070726871 234.60680470615625 46.322246327996254 109.41189730167389 leaf_count=304 1543 117 292 internal_value=0 -0.000353845 0.000443911 internal_weight=0 280.929 237.761 internal_count=2256 1660 596 is_linear=0 shrinkage=0.000748462 Tree=378 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=140.932 86.1024 32.6125 threshold=0.080235000000000015 0.15891500000000003 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059542364729125476 -0.00045762885250668354 0.00050133745277846438 0.00011764669151650978 leaf_weight=126.81776507198811 232.38855443149805 46.087714910507202 109.30721117556095 leaf_count=304 1543 117 292 internal_value=0 -0.000298897 0.000374278 internal_weight=0 278.476 236.125 internal_count=2256 1660 596 is_linear=0 shrinkage=0.000641016 Tree=379 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=135.748 83.0012 31.9103 threshold=0.080235000000000015 0.15891500000000003 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065640028137740219 -0.00050320653571107204 0.00054882106999024993 0.00012825685655071329 leaf_weight=125.30926734209061 230.20508416742086 45.856248676776886 109.2043776512146 leaf_count=304 1543 117 292 internal_value=0 -0.00032843 0.000410494 internal_weight=0 276.061 234.514 internal_count=2256 1660 596 is_linear=0 shrinkage=0.000714178 Tree=380 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=187.964 75.8692 75.2985 threshold=0.088435000000000014 -0.060004999999999996 0.081875000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038943350828575979 7.0698054831690274e-05 0.00019943692551754739 0.00049253176669533899 leaf_weight=195.48328079283237 219.94696572422981 48.811608090996742 115.09043654799461 leaf_count=1217 681 166 215 internal_value=0 -0.000271767 0.000215624 internal_weight=0 244.295 335.037 internal_count=2279 1383 896 is_linear=0 shrinkage=0.000422567 Tree=381 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=207.631 92.3549 53.0678 threshold=0.045590000000000006 0.12500000000000003 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010663500342198283 -0.00020967973332364074 0.00036031966751072031 0.00026284465350010573 leaf_weight=42.608443424105644 292.2413132339716 28.740667149424553 223.89863543212414 leaf_count=132 1637 50 460 internal_value=0 -0.000158624 0.00020377 internal_weight=0 320.982 266.507 internal_count=2279 1687 592 is_linear=0 shrinkage=0.000303489 Tree=382 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=256.952 105.886 54.1105 threshold=0.045590000000000006 0.12500000000000003 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7413839192520256e-05 -0.00018920190893500889 0.00031769276643173314 0.0002390410908797665 leaf_weight=42.462152421474457 305.65154320001602 30.193200513720512 238.31651751697063 leaf_count=132 1637 50 460 internal_value=0 -0.000143615 0.000191182 internal_weight=0 335.845 280.779 internal_count=2279 1687 592 is_linear=0 shrinkage=0.000258292 Tree=383 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=119.415 104.714 58.5999 threshold=-0.059315 -0.11242499999999998 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043457888421366482 0.00081722194908453625 -0.00072422002335191223 -5.9786035502250472e-05 leaf_weight=84.124465718865395 141.46963228285313 195.69952142983675 96.834657795727253 leaf_count=265 354 1379 281 internal_value=0 -0.00037584 0.000460875 internal_weight=0 279.824 238.304 internal_count=2279 1644 635 is_linear=0 shrinkage=0.000868668 Tree=384 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=119.836 72.9046 43.5752 threshold=0.083325000000000024 -0.25516999999999995 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045930379408728664 0.00058092554073009301 -0.00056911773035501329 0.00055508397377394033 leaf_weight=33.406730681657791 45.236324682831764 224.56682451069355 215.53671273589134 leaf_count=125 127 1484 543 internal_value=0 -0.000376269 0.000418934 internal_weight=0 269.803 248.943 internal_count=2279 1611 668 is_linear=0 shrinkage=0.000826604 Tree=385 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=217.319 76.9945 60.9406 threshold=0.099325000000000011 -0.12077499999999998 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021523874399535437 0.00027013890618676273 -0.00022139070294910525 -0.00017757988655320956 leaf_weight=45.405673488974571 236.23758907616138 288.26053141057491 33.7450051009655 leaf_count=133 481 1543 122 internal_value=0 -0.000161965 0.00021417 internal_weight=0 333.666 269.983 internal_count=2279 1676 603 is_linear=0 shrinkage=0.000311703 Tree=386 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=198.704 92.6993 45.2169 threshold=0.080235000000000015 -0.15475999999999998 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3196924138213597e-05 0.00026338698651861837 -0.00031771464033309203 0.00035885501756575949 leaf_weight=61.770763516426086 57.240041866898537 260.10919137299061 211.60100860893726 leaf_count=182 155 1507 435 internal_value=0 -0.000212892 0.000268011 internal_weight=0 317.349 273.372 internal_count=2279 1662 617 is_linear=0 shrinkage=0.00041345 Tree=387 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=118.924 72.5331 42.4194 threshold=0.083325000000000024 0.12958500000000003 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039259047428756523 -0.00043996618514079459 0.0009165139114388288 0.00048211558316535436 leaf_weight=33.392233178019524 247.36997018754482 22.415989711880684 215.80572505295277 leaf_count=125 1570 41 543 internal_value=0 -0.000327202 0.000364885 internal_weight=0 269.786 249.198 internal_count=2279 1611 668 is_linear=0 shrinkage=0.000722349 Tree=388 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=137.503 75.8115 29.7801 threshold=0.083325000000000024 -0.060004999999999996 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7066252390436919e-05 -0.00049252865182855164 0.00035224047839243317 0.00049625121156146243 leaf_weight=56.21704263985157 204.65557968616486 59.560604490339756 198.65071845054626 leaf_count=190 1391 216 480 internal_value=0 -0.000302086 0.000376415 internal_weight=0 264.216 254.868 internal_count=2277 1607 670 is_linear=0 shrinkage=0.000659066 Tree=389 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=246.225 104.797 47.4755 threshold=0.083325000000000024 0.12500000000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3717686853725331e-05 -0.00018461947930340839 0.00032322452020637195 0.00022881596062191383 leaf_weight=58.123042672872543 282.44344517588615 28.127265453338623 242.553806245327 leaf_count=190 1560 47 480 internal_value=0 -0.000138609 0.000180001 internal_weight=0 310.571 300.677 internal_count=2277 1607 670 is_linear=0 shrinkage=0.000250974 Tree=390 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=186.424 170.351 59.644 threshold=-0.055579999999999997 -0.10075499999999998 -0.0034149999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019743535462532421 0.00038149746869578543 -0.00034864487038450715 3.531413750770201e-05 leaf_weight=111.49784018099308 160.92119839787483 209.90231014788151 104.74520047008991 leaf_count=329 333 1337 278 internal_value=0 -0.000159202 0.000245019 internal_weight=0 321.4 265.666 internal_count=2277 1666 611 is_linear=0 shrinkage=0.000357051 Tree=391 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=228.529 97.4227 44.4027 threshold=0.083325000000000024 0.12500000000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.2033877156676683e-05 -0.0002446113988129842 0.00042330523913659455 0.00029770740360865293 leaf_weight=57.891311317682266 277.39073958992958 27.25712850689888 234.63765548169613 leaf_count=190 1560 47 480 internal_value=0 -0.000184829 0.000232454 internal_weight=0 304.648 292.529 internal_count=2277 1607 670 is_linear=0 shrinkage=0.000337214 Tree=392 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=209.926 109.941 45.1987 threshold=0.045590000000000006 0.18599000000000002 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5792717132545116e-05 -0.0002466666029613777 0.00026736755264753208 0.00029223839385448809 leaf_weight=46.804356008768082 273.66902695596218 55.172962546348572 230.88710427284241 leaf_count=138 1564 120 465 internal_value=0 -0.000160412 0.000231893 internal_weight=0 328.842 277.691 internal_count=2287 1684 603 is_linear=0 shrinkage=0.00033224 Tree=393 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=210.17 96.2688 53.4516 threshold=0.045590000000000006 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013518086831066959 -0.00025046777333308847 0.00026933801313768147 0.00020642983041006772 leaf_weight=47.035295605659485 333.39732728898525 32.402076914906502 197.0657847225666 leaf_count=138 1619 65 465 internal_value=0 -0.000204412 0.0001406 internal_weight=0 365.799 244.101 internal_count=2287 1684 603 is_linear=0 shrinkage=0.000287965 Tree=394 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=205.239 102.585 40.2875 threshold=0.078300000000000008 0.18599000000000002 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.746559236297457e-05 -0.00026302888263349169 0.00027250852424384216 0.00030533403227659404 leaf_weight=49.720048844814301 270.37958692014217 54.132938519120216 228.06449222564697 leaf_count=146 1555 119 467 internal_value=0 -0.000173683 0.000242188 internal_weight=0 324.513 277.785 internal_count=2287 1674 613 is_linear=0 shrinkage=0.000355147 Tree=395 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=120.703 72.0229 33.8999 threshold=0.078300000000000008 -0.026779999999999995 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059494372886720066 0.00045822438412670714 -0.00042036515234412589 0.00010090417631912299 leaf_weight=129.02257210016251 49.027259588241577 236.33267958462238 113.77971602976322 leaf_count=311 157 1517 302 internal_value=0 -0.000269395 0.000363458 internal_weight=0 285.36 242.802 internal_count=2287 1674 613 is_linear=0 shrinkage=0.000659779 Tree=396 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=234.39 94.3796 67.5122 threshold=0.083325000000000024 -0.028439999999999997 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7992315163985995e-05 0.0002202628328247778 -0.00025985120929005037 0.00028042150605598948 leaf_weight=66.134611532092094 46.637574926018715 270.0436225682497 223.91499383747578 leaf_count=218 130 1504 444 internal_value=0 -0.000189136 0.000198699 internal_weight=0 316.681 290.05 internal_count=2296 1634 662 is_linear=0 shrinkage=0.000311703 Tree=397 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=126.342 79.1014 43.4851 threshold=0.083325000000000024 -0.028439999999999997 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018355427448156692 0.00062487771748589505 -0.00061186263202679507 0.00061417559882113917 leaf_weight=63.959802106022835 42.658449277281761 226.86391746997833 183.85992968082428 leaf_count=218 130 1504 444 internal_value=0 -0.000416088 0.000408291 internal_weight=0 269.522 247.82 internal_count=2296 1634 662 is_linear=0 shrinkage=0.000833385 Tree=398 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=213.593 74.528 61.7957 threshold=0.10098000000000001 -0.12077499999999998 0.24425000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022737737872582169 0.00031062061380240685 -0.00024206058499994402 -0.00021324475826055625 leaf_weight=47.4095359146595 216.61225688457489 300.57001516222954 31.187959849834442 leaf_count=141 438 1602 115 internal_value=0 -0.000178094 0.000244676 internal_weight=0 347.98 247.8 internal_count=2296 1743 553 is_linear=0 shrinkage=0.000348025 Tree=399 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=123.45 76.3599 42.4578 threshold=0.083325000000000024 -0.028439999999999997 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014951920773177818 0.00050680300669320492 -0.00050335329679591955 0.00050677271650103359 leaf_weight=63.949041098356247 42.782518804073334 225.78576026111841 182.97773642092943 leaf_count=218 130 1504 444 internal_value=0 -0.000342412 0.000336808 internal_weight=0 268.568 246.927 internal_count=2296 1634 662 is_linear=0 shrinkage=0.000693396 Tree=400 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=231.029 79.4974 43.1838 threshold=0.10124500000000002 -0.23832999999999996 0.081265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058450955794363073 0.00028024200826825841 -0.00016530923376982396 -5.8988880062440652e-05 leaf_weight=12.873209699988363 223.75724662840366 336.43988554179668 38.633755341172218 leaf_count=24 441 1688 123 internal_value=0 -0.000137646 0.000230294 internal_weight=0 349.313 262.391 internal_count=2276 1712 564 is_linear=0 shrinkage=0.000296325 Tree=401 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=131.286 113.409 4.25171 threshold=0.27772500000000006 -0.17446999999999999 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012384571634733812 0.00062793103428806444 -0.00033364142512079423 0.0009949645417380729 leaf_weight=38.285885289311409 34.930562555789948 368.99456816166639 76.364138334989548 leaf_count=81 82 1938 175 internal_value=0 -0.000185807 0.000879896 internal_weight=0 407.28 111.295 internal_count=2276 2019 257 is_linear=0 shrinkage=0.000869634 Tree=402 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=127.175 109.234 4.2518 threshold=0.27772500000000006 -0.17446999999999999 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009685616733575204 0.00049105413588309047 -0.00025888567990328264 0.00078344931778959366 leaf_weight=37.896641470491886 34.577728286385536 368.0946437343955 75.080229207873344 leaf_count=81 82 1938 175 internal_value=0 -0.000144271 0.000691352 internal_weight=0 405.991 109.658 internal_count=2276 2019 257 is_linear=0 shrinkage=0.000688563 Tree=403 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=208.763 74.2263 41.5118 threshold=0.10124500000000002 -0.23832999999999996 0.081265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061297995677683185 0.00029629017507141635 -0.00017628840487240947 -6.9891109074825532e-05 leaf_weight=12.970338091254233 215.42986734211445 329.91095116734505 38.222791567444801 leaf_count=24 441 1688 123 internal_value=0 -0.0001464 0.000241109 internal_weight=0 342.881 253.653 internal_count=2276 1712 564 is_linear=0 shrinkage=0.00032385 Tree=404 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=116.402 83.1451 28.2405 threshold=0.083325000000000024 0.15891500000000003 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.6641415543106013e-05 -0.00044299685608140718 0.00047495091230156727 0.00054261407029527727 leaf_weight=104.85687872767448 217.81896247714758 51.225700870156288 138.6095435321331 leaf_count=300 1485 131 348 internal_value=0 -0.0002682 0.000350564 internal_weight=0 269.045 243.466 internal_count=2264 1616 648 is_linear=0 shrinkage=0.000648395 Tree=405 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=237.071 130.983 34.1916 threshold=0.081180000000000016 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030440364929013074 -0.00022248800410434359 0.00022605383709902393 0.00011348757867460414 leaf_weight=124.06622079014778 272.9808436781168 58.97262804210186 160.12312257289886 leaf_count=227 1523 133 381 internal_value=0 -0.000142795 0.000196849 internal_weight=0 331.953 284.189 internal_count=2264 1656 608 is_linear=0 shrinkage=0.00027296 Tree=406 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=113.83 80.9598 28.0566 threshold=0.083325000000000024 0.15891500000000003 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010302612709706453 -0.00047823633655838678 0.00050926951318479307 0.0005876969937146432 leaf_weight=104.97033596038818 216.71627373993397 51.15657602250576 137.67520801723003 leaf_count=300 1485 131 348 internal_value=0 -0.000289626 0.000378049 internal_weight=0 267.873 242.646 internal_count=2264 1616 648 is_linear=0 shrinkage=0.000706151 Tree=407 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=109.637 78.0052 27.542 threshold=0.083325000000000024 0.15891500000000003 0.090515000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7646889584995651e-06 -0.0005037673637130612 0.00053381010889111489 0.00056421710405868473 leaf_weight=72.191959366202354 214.74944957345724 50.941129073500633 168.71304121613503 leaf_count=227 1485 131 421 internal_value=0 -0.000304808 0.000397479 internal_weight=0 265.691 240.905 internal_count=2264 1616 648 is_linear=0 shrinkage=0.000753931 Tree=408 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=117.046 68.352 54.7185 threshold=0.098950000000000024 -0.12077499999999998 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052243097791181505 0.00048792624214094278 -0.0004152723235852994 -0.00046348292647076581 leaf_weight=38.954743251204491 186.48616083711386 245.65913444012403 30.40789957344532 leaf_count=126 473 1550 122 internal_value=0 -0.000286904 0.000354512 internal_weight=0 284.614 216.894 internal_count=2271 1676 595 is_linear=0 shrinkage=0.000657796 Tree=409 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=196.152 88.8477 46.9083 threshold=0.078300000000000008 0.28251000000000009 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003347012257103415 -0.00024136281071286558 0.00034094285605036141 5.4675405080355145e-05 leaf_weight=147.73928424715996 275.61772204935551 32.394935116171837 119.98555362224579 leaf_count=305 1601 59 306 internal_value=0 -0.000180102 0.000209216 internal_weight=0 308.013 267.725 internal_count=2271 1660 611 is_linear=0 shrinkage=0.000332689 Tree=410 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=224.251 70.5885 64.6491 threshold=0.098950000000000024 -0.060004999999999996 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018624616688555582 0.00021909633048810973 0.00011049733406801324 -0.00014773642307330454 leaf_weight=266.54450508952141 229.76304502785206 59.158170908689499 33.201888725161552 leaf_count=1488 473 188 122 internal_value=0 -0.000132345 0.000172773 internal_weight=0 325.703 262.965 internal_count=2271 1676 595 is_linear=0 shrinkage=0.000245776 Tree=411 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=226.082 72.9754 65.0992 threshold=0.098950000000000024 -0.12077499999999998 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024894007024008936 0.0003167729003416162 -0.00025984493202063571 -0.00021896330007450056 leaf_weight=41.201203539967537 229.5145275592804 287.00781869888306 33.177184760570526 leaf_count=126 473 1550 122 internal_value=0 -0.000195965 0.0002491 internal_weight=0 328.209 262.692 internal_count=2271 1676 595 is_linear=0 shrinkage=0.000357557 Tree=412 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=201.38 116.196 48.7171 threshold=0.083325000000000024 -0.028439999999999997 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9128491179477357e-05 0.00026182260227301845 -0.00023065148834966757 0.00025706961483931565 leaf_weight=67.917153149843216 50.02369749546051 261.47338484227657 224.43844103813171 leaf_count=215 135 1487 456 internal_value=0 -0.000151553 0.000190585 internal_weight=0 311.497 292.356 internal_count=2293 1622 671 is_linear=0 shrinkage=0.000296091 Tree=413 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=227.598 118.952 49.7283 threshold=0.083325000000000024 -0.028439999999999997 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9337620012373346e-05 0.00021865646749849086 -0.00020165935531750489 0.00022573056005324856 leaf_weight=67.695145815610886 50.472418323159218 269.57216653227806 229.79590471088886 leaf_count=215 135 1487 456 internal_value=0 -0.000135365 0.000169967 internal_weight=0 320.045 297.491 internal_count=2293 1622 671 is_linear=0 shrinkage=0.000251311 Tree=414 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=216.566 110.954 35.2548 threshold=0.083325000000000024 -0.028439999999999997 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033455426998591734 0.00028665273562013613 -0.00027250960967166579 9.3642511491368407e-05 leaf_weight=166.37618990242481 50.87638033926487 268.22506719827652 130.80134102702141 leaf_count=349 135 1487 322 internal_value=0 -0.000183347 0.000228531 internal_weight=0 319.101 297.178 internal_count=2293 1622 671 is_linear=0 shrinkage=0.000347192 Tree=415 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=108.718 101.272 31.5699 threshold=0.083325000000000024 -0.046739999999999997 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062114084207664816 0.0006976283137185204 -0.00051205201868951124 9.5535871875811686e-05 leaf_weight=131.63197716325521 45.681866779923439 223.04902980476618 119.47136877477169 leaf_count=346 132 1490 325 internal_value=0 -0.000306382 0.000371092 internal_weight=0 268.731 251.103 internal_count=2293 1622 671 is_linear=0 shrinkage=0.000740303 Tree=416 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=118.364 73.3051 30.594 threshold=0.045590000000000006 0.12958500000000003 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001520085362271851 -0.00045672523739386704 0.00094171178044092664 0.00057094700764156146 leaf_weight=44.173555806279182 249.70937396585941 25.097618654370308 184.20872335880995 leaf_count=133 1604 45 455 internal_value=0 -0.000328952 0.000431112 internal_weight=0 274.807 228.382 internal_count=2237 1649 588 is_linear=0 shrinkage=0.000780256 Tree=417 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=113.993 70.6934 33.766 threshold=0.045590000000000006 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081376428848176107 -0.00046438285348696952 0.00096183568411565353 0.00018068591674102221 leaf_weight=92.354788944125175 247.99532598257065 24.814447611570358 134.26647175848484 leaf_count=214 1604 45 374 internal_value=0 -0.000334598 0.000438731 internal_weight=0 272.81 226.621 internal_count=2237 1649 588 is_linear=0 shrinkage=0.000805905 Tree=418 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=110.742 55.5299 38.3071 threshold=0.10384000000000002 0.059940000000000007 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035737553931561783 0.00061606984144668144 0.00066000386535563062 -0.00015854701286464876 leaf_weight=274.265106536448 148.49011246860027 30.853043511509895 42.451256990432739 leaf_count=1646 380 77 134 internal_value=0 -0.000254465 0.000443854 internal_weight=0 305.118 190.941 internal_count=2237 1723 514 is_linear=0 shrinkage=0.000719172 Tree=419 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=191.868 97.0821 39.2016 threshold=0.045590000000000006 0.15891500000000003 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.4315775044822683e-05 -0.00026722628535785255 0.00026700447817052276 0.00030369342049240143 leaf_weight=44.561830148100853 255.59862014651299 52.208942696452141 214.48226733505726 leaf_count=133 1525 124 455 internal_value=0 -0.000176602 0.000240387 internal_weight=0 307.808 259.044 internal_count=2237 1649 588 is_linear=0 shrinkage=0.000357051 Tree=420 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=249.85 97.0904 41.4613 threshold=0.045590000000000006 0.12958500000000003 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.279844213572856e-07 -0.0002187205092691698 0.00039039828673853621 0.0002812277274915614 leaf_weight=61.466418966650963 297.84778395295143 26.142484351992607 221.85474702715874 leaf_count=174 1645 44 441 internal_value=0 -0.000169551 0.000220192 internal_weight=0 323.99 283.321 internal_count=2304 1689 615 is_linear=0 shrinkage=0.000303146 Tree=421 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=120.944 77.5653 38.1573 threshold=0.045590000000000006 0.097665000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084124728339311924 -0.00046236819650054473 0.0015754886879408914 0.00016482474327185047 leaf_weight=99.452186658978462 260.41361744701862 13.544531926512716 136.64520368725061 leaf_count=231 1664 25 384 internal_value=0 -0.000361513 0.000449802 internal_weight=0 273.958 236.097 internal_count=2304 1689 615 is_linear=0 shrinkage=0.000830793 Tree=422 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=203.698 88.9414 40.8983 threshold=0.045590000000000006 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037757379418529264 -0.00023115588620409606 0.00043007273743143339 0.00011079053918022101 leaf_weight=118.42144206166267 283.75130712985992 25.630984544754028 151.41316042840481 leaf_count=231 1645 44 384 internal_value=0 -0.000176353 0.000227891 internal_weight=0 309.382 269.835 internal_count=2304 1689 615 is_linear=0 shrinkage=0.000340048 Tree=423 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=257.93 106.707 44.3934 threshold=0.078300000000000008 0.12958500000000003 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8380705151507342e-06 -0.00019716797708716806 0.00036010765770921096 0.00024913823269250403 leaf_weight=63.373830154538155 301.80810429155827 26.687053889036179 226.7112972587347 leaf_count=178 1641 43 442 internal_value=0 -0.000151876 0.000193875 internal_weight=0 328.495 290.085 internal_count=2304 1684 620 is_linear=0 shrinkage=0.000267212 Tree=424 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=203.887 89.4232 53.3146 threshold=0.10019500000000002 -0.12077499999999998 0.26711500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025018039695363784 0.00029552739247472808 -0.00025788541201075067 -0.00020573085694670538 leaf_weight=48.788881406188011 219.03937235474586 270.11010290682316 28.614079609513283 leaf_count=143 463 1517 110 internal_value=0 -0.000180145 0.0002376 internal_weight=0 318.899 247.653 internal_count=2233 1660 573 is_linear=0 shrinkage=0.000345431 Tree=425 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=201.028 84.2936 51.2131 threshold=0.10019500000000002 -0.12077499999999998 0.26711500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025791131172192479 0.00032091227772550218 -0.00028062040435106796 -0.00021806990348072111 leaf_weight=48.955749586224556 216.69595697522163 266.30190289020538 28.361089751124382 leaf_count=143 463 1517 110 internal_value=0 -0.000196982 0.000258522 internal_weight=0 315.258 245.057 internal_count=2233 1660 573 is_linear=0 shrinkage=0.000377251 Tree=426 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=126.583 95.1107 4.834 threshold=0.28251000000000009 0.081275000000000014 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004369986931168865 0.00045286373047461159 0.00032129079653933629 0.00079623901933489069 leaf_weight=269.24588775634766 29.752399012446404 123.80523437261581 72.441954657435417 leaf_count=1579 74 408 172 internal_value=0 -0.000198145 0.000696374 internal_weight=0 393.051 102.194 internal_count=2233 1987 246 is_linear=0 shrinkage=0.000716085 Tree=427 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=217.941 128.059 4.87083 threshold=0.28251000000000009 1.0000000180025095e-35 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019669676819550225 0.00017495410207956985 0.00022394417342863155 0.00029781268476936545 leaf_weight=421.56998039782047 31.307232886552811 57.014648869633675 79.659777566790581 leaf_count=1863 74 124 172 internal_value=0 -0.000146578 0.000263187 internal_weight=0 478.585 110.967 internal_count=2233 1987 246 is_linear=0 shrinkage=0.000263458 Tree=428 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=194.762 125.915 4.43905 threshold=0.27772500000000006 1.0000000180025095e-35 -0.14624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000166408783783701 0.00024746677979628571 0.00032639400456527197 0.00037591837509308386 leaf_weight=396.03718960285187 37.919155672192574 58.19318975508213 87.506717473268509 leaf_count=1931 77 110 164 internal_value=0 -0.000103263 0.000337128 internal_weight=0 454.23 125.426 internal_count=2282 2041 241 is_linear=0 shrinkage=0.000312867 Tree=429 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=204.072 95.199 49.3343 threshold=0.10114000000000002 -0.10075499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016966739606325392 0.00026264939690934697 -0.00021793491827729581 -5.4366782185448838e-05 leaf_weight=63.540160149335861 190.2634891718626 284.00773583352566 51.012935727834702 leaf_count=208 394 1531 149 internal_value=0 -0.000147066 0.000195624 internal_weight=0 347.548 241.276 internal_count=2282 1739 543 is_linear=0 shrinkage=0.000286284 Tree=430 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=123.823 92.5536 5.72361 threshold=0.28251000000000009 0.069910000000000014 -0.14624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037462743869499596 0.00048280887876096378 0.00069667495283498224 0.00088926819535014114 leaf_weight=341.80015660822392 31.265783756971359 58.113495588302612 67.816090896725655 leaf_count=1876 76 169 161 internal_value=0 -0.000218925 0.000761126 internal_weight=0 399.914 99.0819 internal_count=2282 2045 237 is_linear=0 shrinkage=0.000784903 Tree=431 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=179.204 99.9521 44.7694 threshold=0.10114000000000002 -0.10075499999999998 0.081265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020231280931938547 0.00026248128189497352 -0.00022790459832708381 -9.8572406616878491e-05 leaf_weight=62.708048552274704 193.4921283274889 278.06399662792683 39.118496060371399 leaf_count=208 412 1531 131 internal_value=0 -0.00014873 0.000201759 internal_weight=0 340.772 232.611 internal_count=2282 1739 543 is_linear=0 shrinkage=0.000307851 Tree=432 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=120.111 112.52 73.5753 threshold=-0.055579999999999997 -0.097604999999999983 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029861727108578852 0.00073520902336726007 -0.00067483671023479161 -8.0881109907399845e-05 leaf_weight=97.111781090497971 134.17710795998573 171.2649409994483 101.10740933567286 leaf_count=345 336 1281 297 internal_value=0 -0.000322597 0.000384537 internal_weight=0 268.377 235.285 internal_count=2259 1626 633 is_linear=0 shrinkage=0.000722482 Tree=433 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=176.034 84.1664 52.552 threshold=0.045590000000000006 -0.15026499999999995 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045109124125827538 0.0004437648146051639 -0.000292020770780223 5.8140935319370608e-05 leaf_weight=138.77537199854851 32.337424173951149 271.96339471638203 116.38473555445671 leaf_count=291 80 1586 302 internal_value=0 -0.000213807 0.000271875 internal_weight=0 304.301 255.16 internal_count=2259 1666 593 is_linear=0 shrinkage=0.000431263 Tree=434 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=116.927 109.634 71.4837 threshold=-0.055579999999999997 -0.097604999999999983 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029557508358269644 0.00073697418545201436 -0.00067829065738257786 -7.8278866510990048e-05 leaf_weight=97.345111198723316 133.17662508785725 169.63428734987974 101.34267426282167 leaf_count=345 336 1281 297 internal_value=0 -0.000323207 0.000384702 internal_weight=0 266.979 234.519 internal_count=2259 1626 633 is_linear=0 shrinkage=0.000731527 Tree=435 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=112.578 106.242 69.4098 threshold=-0.055579999999999997 -0.097604999999999983 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031197972712043666 0.00078695456146803849 -0.00072580918055097348 -8.2594643600674168e-05 leaf_weight=97.366465985774994 131.68614599853754 167.38881677389145 101.39978199452162 leaf_count=345 336 1281 297 internal_value=0 -0.000344157 0.000408697 internal_weight=0 264.755 233.086 internal_count=2259 1626 633 is_linear=0 shrinkage=0.000790015 Tree=436 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=214.827 92.0497 35.8481 threshold=0.10398500000000001 0.080930000000000016 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019615088216028414 0.00028220570690702201 0.00024194294287393611 -4.4721284937862775e-05 leaf_weight=307.02097235620022 196.1816523373127 49.258063778281212 34.983099535107613 leaf_count=1616 411 135 100 internal_value=0 -0.000135572 0.000232731 internal_weight=0 356.279 231.165 internal_count=2262 1751 511 is_linear=0 shrinkage=0.000297542 Tree=437 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=122.257 79.3231 33.8024 threshold=0.10508500000000001 0.080930000000000016 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037658142517578219 0.00055975133367849102 0.00054949612329571425 -0.00018804527503862595 leaf_weight=269.6668311804533 154.07791239023209 46.938803255558014 31.466041207313538 leaf_count=1628 397 137 100 internal_value=0 -0.00023926 0.000432928 internal_weight=0 316.606 185.544 internal_count=2262 1765 497 is_linear=0 shrinkage=0.000657565 Tree=438 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=218.721 68.2928 63.4035 threshold=0.089790000000000023 -0.26636999999999994 -0.10519499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013268222284169596 -0.00027652618669981124 0.00021628096833901505 -0.00026528994254240587 leaf_weight=44.177860200405121 28.148692399263382 300.8499368429184 215.23347809910774 leaf_count=150 120 712 1280 internal_value=0 0.000174103 -0.00019751 internal_weight=0 328.999 259.411 internal_count=2262 832 1430 is_linear=0 shrinkage=0.00030263 Tree=439 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=209.744 83.0577 41.9524 threshold=0.10508500000000001 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031186535230186963 0.00031844667752287754 0.0002008306865052991 -0.00010840358430206693 leaf_weight=342.06269420683384 153.78347004204988 50.713008657097816 40.701137349009514 leaf_count=1628 374 137 123 internal_value=0 -0.000245662 0.000229115 internal_weight=0 392.776 194.485 internal_count=2262 1765 497 is_linear=0 shrinkage=0.000373905 Tree=440 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=231.1 88.1554 48.2394 threshold=0.10098000000000001 0.059940000000000007 0.26711500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018299941129746046 0.00026247013620546265 0.00030852618378313768 -0.00012331733413041191 leaf_weight=315.6198955476284 228.7881535589695 32.587122023105621 29.640826359391212 leaf_count=1649 462 70 109 internal_value=0 -0.000136985 0.000218216 internal_weight=0 348.207 258.429 internal_count=2290 1719 571 is_linear=0 shrinkage=0.000284586 Tree=441 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=173.288 78.0309 31.8035 threshold=0.10491000000000002 0.082380000000000009 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021602183180389651 0.00035605403574238476 0.0002834054675916423 1.1448360666735536e-05 leaf_weight=304.10416512191296 165.54218329489231 50.370319977402687 47.656953379511833 leaf_count=1654 364 139 133 internal_value=0 -0.000145042 0.000279031 internal_weight=0 354.474 213.199 internal_count=2290 1793 497 is_linear=0 shrinkage=0.000371715 Tree=442 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=222.468 79.2748 50.2208 threshold=0.10098000000000001 0.059940000000000007 0.26711500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016508826505352094 0.00024061034237695913 0.00026281115946721287 -0.00012165028443053586 leaf_weight=314.41965854167938 226.43818564713001 33.02984082698822 29.912244066596031 leaf_count=1649 462 70 109 internal_value=0 -0.000124398 0.000198334 internal_weight=0 347.449 256.35 internal_count=2290 1719 571 is_linear=0 shrinkage=0.000262808 Tree=443 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=194.411 78.3311 49.6691 threshold=0.10098000000000001 -0.0068599999999999989 0.28919000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020216634154946985 0.00027780972364170223 0.00022940115712543469 -0.00015966147654932468 leaf_weight=289.11710096895695 218.32855500280857 48.469563663005829 29.017669260501862 leaf_count=1602 463 117 108 internal_value=0 -0.000140194 0.000226479 internal_weight=0 337.587 247.346 internal_count=2290 1719 571 is_linear=0 shrinkage=0.000314214 Tree=444 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=123.006 98.9013 5.57686 threshold=0.28251000000000009 1.0000000180025095e-35 -0.14624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033425289615698081 0.00053015174006520148 0.00081585145424453308 0.00093541805070441629 leaf_weight=347.83683850616217 31.785491794347763 55.769659847021103 70.404109999537468 leaf_count=1887 76 117 167 internal_value=0 -0.000175302 0.000809485 internal_weight=0 403.606 102.19 internal_count=2247 2004 243 is_linear=0 shrinkage=0.000801877 Tree=445 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=167.664 110.47 40.3542 threshold=0.082120000000000012 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.1429812210756847e-05 -0.00026586968400312054 0.00044399215413963025 0.00030184997135409896 leaf_weight=56.880206719040871 257.52375429868698 34.311362534761429 208.10697345435619 leaf_count=175 1558 58 456 internal_value=0 -0.000182387 0.000226019 internal_weight=0 291.835 264.987 internal_count=2247 1616 631 is_linear=0 shrinkage=0.000371715 Tree=446 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=183.425 114.753 43.099 threshold=0.082120000000000012 0.28251000000000009 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4739525698704572e-05 -0.00023437271633452888 0.00038557092985970904 0.00026997378078228373 leaf_weight=56.993557542562485 263.26482503116131 34.983501970767975 214.29008561372757 leaf_count=175 1558 58 456 internal_value=0 -0.000161635 0.000203858 internal_weight=0 298.248 271.284 internal_count=2247 1616 631 is_linear=0 shrinkage=0.000321667 Tree=447 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=121.335 98.7072 5.67479 threshold=0.28251000000000009 0.083325000000000024 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024903753430328816 0.00047095948490958673 -0.00047196508442963817 0.00084200066810060335 leaf_weight=176.78259194642305 31.27397358417511 227.31012719124556 70.376890569925308 leaf_count=478 75 1526 168 internal_value=0 -0.000156544 0.000727956 internal_weight=0 404.093 101.651 internal_count=2247 2004 243 is_linear=0 shrinkage=0.000723719 Tree=448 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=200.906 96.2887 63.3848 threshold=0.091615000000000016 -0.12077499999999998 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031818720605925337 -0.00036440803541039736 -0.00031898046804057116 0.00025618549365666869 leaf_weight=37.184888407588005 24.189559087157249 232.55303873121738 275.95993305742741 leaf_count=109 96 1406 669 internal_value=0 -0.000231127 0.000206151 internal_weight=0 269.738 300.149 internal_count=2280 1515 765 is_linear=0 shrinkage=0.000367723 Tree=449 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=236.363 92.2533 45.5832 threshold=0.098950000000000024 -0.12077499999999998 0.31129500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022124463464121751 0.00024074181353043753 -0.00021313886159763783 -0.00011895640964808725 leaf_weight=44.059230268001556 234.47538359463215 287.52606511116028 31.192144215106964 leaf_count=124 481 1565 110 internal_value=0 -0.000155411 0.000198504 internal_weight=0 331.585 265.668 internal_count=2280 1689 591 is_linear=0 shrinkage=0.000279583 Tree=450 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=235.855 96.5593 68.4942 threshold=0.091615000000000016 0.064285000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022562526590895097 0.00030175932340743161 0.00028912680747635678 5.3595332597820912e-05 leaf_weight=251.72015398740768 131.87183122336864 27.949312627315521 183.98349860310555 leaf_count=1457 246 58 519 internal_value=0 -0.000174166 0.000157218 internal_weight=0 279.669 315.855 internal_count=2280 1515 765 is_linear=0 shrinkage=0.000262808 Tree=451 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=131.807 90.7105 58.9083 threshold=0.091615000000000016 -0.12077499999999998 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072296057316886602 -0.00086128367170750831 -0.00063784169005834932 0.00048327091259011334 leaf_weight=36.083697631955147 22.320675507187843 207.81724225729704 243.33689823001623 leaf_count=109 96 1406 669 internal_value=0 -0.000436478 0.000370247 internal_weight=0 243.901 265.658 internal_count=2280 1515 765 is_linear=0 shrinkage=0.000792397 Tree=452 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=120.854 82.1701 37.3903 threshold=0.045590000000000006 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080242912506091151 -0.00052499448761673452 0.00054826731184231853 0.00016937514033451992 leaf_weight=90.080207839608192 229.22351019829512 50.915408477187157 137.99818325787783 leaf_count=207 1567 131 384 internal_value=0 -0.000329904 0.000419448 internal_weight=0 280.139 228.078 internal_count=2289 1698 591 is_linear=0 shrinkage=0.000764323 Tree=453 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=121.516 57.4382 29.7849 threshold=0.104035 0.080930000000000016 0.10372500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038512986947570504 0.0005950584526259623 0.00051856697909521336 -0.00011748074945544087 leaf_weight=273.04944881796837 153.10244718194008 41.208682060241699 37.111585840582848 leaf_count=1653 396 126 114 internal_value=0 -0.000266604 0.000456041 internal_weight=0 314.258 190.214 internal_count=2289 1779 510 is_linear=0 shrinkage=0.000713631 Tree=454 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=220.554 114.451 40.7195 threshold=0.045590000000000006 0.15891500000000003 -0.0034149999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033727432029838952 -0.00025995624337598613 0.00024554630179705682 8.3049744295788099e-05 leaf_weight=148.47046367824078 267.53970131278038 56.540294125676155 117.78420506417751 leaf_count=299 1567 131 292 internal_value=0 -0.000171755 0.000224826 internal_weight=0 324.08 266.255 internal_count=2289 1698 591 is_linear=0 shrinkage=0.00032286 Tree=455 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=118.627 53.5653 29.002 threshold=0.104035 -0.11372999999999998 0.10372500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045722068815455655 0.00069315411727061051 -0.00046573012623284463 -0.00013210271972565106 leaf_weight=53.202920749783516 152.17737829685211 260.57291317731142 37.247246965765953 leaf_count=175 396 1604 114 internal_value=0 -0.000309219 0.000530884 internal_weight=0 313.776 189.425 internal_count=2289 1779 510 is_linear=0 shrinkage=0.000838333 Tree=456 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=233.456 73.2461 66.163 threshold=0.098950000000000024 -0.018054999999999998 -0.24182499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002135240315464374 -0.0002140075893493493 0.00020556568747760254 0.0002767102919787772 leaf_weight=274.79185120761395 28.104905560612679 44.478085711598396 245.50075802206993 leaf_count=1550 108 117 510 internal_value=0 -0.000155131 0.000226292 internal_weight=0 319.27 273.606 internal_count=2285 1667 618 is_linear=0 shrinkage=0.000303025 Tree=457 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=129.863 69.9902 54.5131 threshold=0.098950000000000024 0.059940000000000007 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044849793159630228 0.00064673501098344154 0.00092515711941628439 -0.00046490909210786973 leaf_weight=254.9473140463233 195.11718567460775 25.895003855228424 32.642206743359566 leaf_count=1607 490 60 128 internal_value=0 -0.000321786 0.00048739 internal_weight=0 280.842 227.759 internal_count=2285 1667 618 is_linear=0 shrinkage=0.000796339 Tree=458 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=125.1 67.0283 53.2211 threshold=0.098950000000000024 0.059940000000000007 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043858509998391992 -0.00057725860185998696 0.00089633659296302099 0.00061805849858813659 leaf_weight=253.38773748278618 26.428587645292282 25.974709555506706 199.27163630723953 leaf_count=1607 109 60 509 internal_value=0 -0.000314413 0.000478055 internal_weight=0 279.362 225.7 internal_count=2285 1667 618 is_linear=0 shrinkage=0.000791676 Tree=459 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=229.363 95.319 51.6185 threshold=0.045590000000000006 -0.028439999999999997 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4662702472782648e-05 0.0002195054627066422 -0.00022010349070648657 0.00028146698483624149 leaf_weight=52.696396976709366 51.354292452335358 271.77150604128838 219.82738840579987 leaf_count=157 148 1535 445 internal_value=0 -0.000150228 0.000218406 internal_weight=0 323.126 272.524 internal_count=2285 1683 602 is_linear=0 shrinkage=0.000295965 Tree=460 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=190.548 68.886 34.7574 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019306084384274337 0.00031022339852304008 0.00022264978050136853 -6.7520367382706524e-06 leaf_weight=306.79369290173054 165.55353410542011 46.221924632787704 44.176077306270599 leaf_count=1656 352 129 126 internal_value=0 -0.000138621 0.000243463 internal_weight=0 353.016 209.73 internal_count=2263 1785 478 is_linear=0 shrinkage=0.0003175 Tree=461 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=119.692 114.409 59.4082 threshold=-0.059315 -0.10432499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041075799633375295 0.00086605068933424804 -0.00082635252477651839 -6.2761859165544825e-05 leaf_weight=89.976982437074184 130.91767150908709 175.30342689156532 94.180318385362625 leaf_count=296 346 1342 279 internal_value=0 -0.000406754 0.000477466 internal_weight=0 265.28 225.098 internal_count=2263 1638 625 is_linear=0 shrinkage=0.000891902 Tree=462 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=115.237 110.827 57.6482 threshold=-0.059315 -0.10175499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035547764393951351 0.00077698097646272104 -0.00074836926341044984 -5.5704699901320596e-05 leaf_weight=91.509258441627026 129.572316005826 171.50364053249359 94.209267571568489 leaf_count=304 346 1334 279 internal_value=0 -0.000364313 0.000426456 internal_weight=0 263.013 223.782 internal_count=2263 1638 625 is_linear=0 shrinkage=0.000810024 Tree=463 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=185.629 76.029 42.1455 threshold=0.10491000000000002 -0.24689499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046746873804988051 0.000261355083877809 -0.00022801085607056348 -9.5886096150805548e-05 leaf_weight=15.535688564181326 138.83612929284573 364.30205558240414 40.461963042616844 leaf_count=27 352 1758 126 internal_value=0 -0.000199543 0.000180735 internal_weight=0 379.838 179.298 internal_count=2263 1785 478 is_linear=0 shrinkage=0.000308053 Tree=464 num_leaves=4 num_cat=0 split_feature=4 40 3 split_gain=106.487 88.6299 3.77656 threshold=0.28251000000000009 -0.024094999999999995 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065676620822236029 0.00087616264776998163 -0.00033903574244247226 0.00052849915470515145 leaf_weight=68.437063083052635 66.990429401397705 321.36896883696318 28.131218016147614 leaf_count=157 161 1830 80 internal_value=0 -0.000164182 0.000773472 internal_weight=0 389.806 95.1216 internal_count=2228 1987 241 is_linear=0 shrinkage=0.000794615 Tree=465 num_leaves=4 num_cat=0 split_feature=4 40 3 split_gain=103.137 85.2155 3.74785 threshold=0.28251000000000009 -0.03549999999999999 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067861514547148504 0.00089795592948334303 -0.00034062356965605694 0.00053860102077456402 leaf_weight=66.425590768456459 65.902031108736992 321.76300428807735 27.828978836536407 leaf_count=153 161 1834 80 internal_value=0 -0.00016619 0.000791394 internal_weight=0 388.189 93.731 internal_count=2228 1987 241 is_linear=0 shrinkage=0.000819375 Tree=466 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=99.8926 82.0466 3.68293 threshold=0.28251000000000009 -0.075779999999999986 -0.14624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078860101727160807 0.00053933912522796288 -0.0003121775204876415 0.00089356198557711815 leaf_weight=52.422250866889954 28.568970665335655 334.19083423167467 63.791652038693428 leaf_count=117 73 1870 168 internal_value=0 -0.000162887 0.000784128 internal_weight=0 386.613 92.3606 internal_count=2228 1987 241 is_linear=0 shrinkage=0.000818191 Tree=467 num_leaves=4 num_cat=0 split_feature=484 1 50 split_gain=96.8119 83.1016 5.58287 threshold=-0.0048499999999999993 0.10508500000000001 0.11700000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079448552921664289 -0.00011591241384855258 0.00057068280998211532 -0.001403254892916154 leaf_weight=45.229360029101372 263.66232873499393 156.89612222462893 10.369890354573725 leaf_count=308 1438 426 56 internal_value=0 0.000140247 -0.000908471 internal_weight=0 420.558 55.5993 internal_count=2228 1864 364 is_linear=0 shrinkage=0.000747022 Tree=468 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=92.5635 90.4561 3.88332 threshold=0.28251000000000009 -0.17446999999999999 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010104906921464131 0.00081502688654382278 -0.00024847709761659654 0.00048005974865284525 leaf_weight=35.470450513064861 62.536012083292007 348.48151534795761 28.564260751008987 leaf_count=81 160 1922 84 internal_value=0 -0.000132126 0.000710121 internal_weight=0 383.952 91.1003 internal_count=2247 2003 244 is_linear=0 shrinkage=0.000751253 Tree=469 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=89.6728 72.6865 3.3537 threshold=0.28251000000000009 0.082225000000000006 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038129345388726598 0.00054617195389133216 0.00041904077123771787 0.00089615629189325984 leaf_weight=269.63019536435604 28.176462784409523 113.26079326122999 61.5851019769907 leaf_count=1617 73 386 171 internal_value=0 -0.000144542 0.000786435 internal_weight=0 382.891 89.7616 internal_count=2247 2003 244 is_linear=0 shrinkage=0.000838416 Tree=470 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=157.043 103.397 37.6927 threshold=0.045590000000000006 -0.17035999999999998 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025111045217638485 0.00024786525213873865 -0.0002282817054194625 -0.00014929683791328158 leaf_weight=219.04469792544842 58.666548937559128 253.66097372770309 27.658518478274345 leaf_count=493 156 1513 85 internal_value=0 -0.000138834 0.000206212 internal_weight=0 312.328 246.703 internal_count=2247 1669 578 is_linear=0 shrinkage=0.000323264 Tree=471 num_leaves=4 num_cat=0 split_feature=484 15 151 split_gain=89.3052 76.8882 9.49909 threshold=-0.0048499999999999993 0.077615000000000003 -0.04886999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031329250916871832 0.00031177158107443029 -0.00038432575850186801 -0.00097389497329443452 leaf_weight=14.398205332458017 312.23214830458164 103.6494509652257 41.548502489924431 leaf_count=80 1125 758 284 internal_value=0 0.000138275 -0.00080405 internal_weight=0 415.882 55.9467 internal_count=2247 1883 364 is_linear=0 shrinkage=0.00070034 Tree=472 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=92.5251 54.4085 35.0609 threshold=0.10384000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044004377503193163 0.00072121108931506991 0.00065192445491333488 -0.00019133400423687152 leaf_weight=259.65983091294765 134.0380791425705 40.103803604841232 42.138563446700573 leaf_count=1637 371 119 138 internal_value=0 -0.000293923 0.000502948 internal_weight=0 299.764 176.177 internal_count=2265 1756 509 is_linear=0 shrinkage=0.000872701 Tree=473 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=192.931 72.0903 37.2836 threshold=0.10384000000000002 0.14368000000000003 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016384635107647225 0.00027341061050702024 0.0003376084783485546 -8.7290942388745696e-06 leaf_weight=325.56833817064762 172.24856889247894 24.962641328573227 48.593006536364555 leaf_count=1705 371 51 138 internal_value=0 -0.000128119 0.000211334 internal_weight=0 350.531 220.842 internal_count=2265 1756 509 is_linear=0 shrinkage=0.000284472 Tree=474 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=91.4395 75.6424 4.28785 threshold=0.27190000000000009 -0.24689499999999998 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001031523026339393 0.00050680584962067257 -0.00027325644318938541 0.00085542706891737546 leaf_weight=30.392719008028507 37.981319949030876 352.52316278219223 54.011283114552498 leaf_count=69 104 1941 151 internal_value=0 -0.000169647 0.000711626 internal_weight=0 382.916 91.9926 internal_count=2265 2010 255 is_linear=0 shrinkage=0.000793789 Tree=475 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=88.4344 72.8636 4.29792 threshold=0.27190000000000009 -0.24689499999999998 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010582749564419227 0.00051898624865590384 -0.00027795554961979057 0.00088360357868944841 leaf_weight=30.072883874177933 37.650579184293747 351.7735313102603 53.084268167614937 leaf_count=69 104 1941 151 internal_value=0 -0.000172671 0.000732446 internal_weight=0 381.846 90.7348 internal_count=2265 2010 255 is_linear=0 shrinkage=0.000824188 Tree=476 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=175.752 77.1281 48.9121 threshold=0.045590000000000006 -0.046739999999999997 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034381485406591994 0.00021318225256676077 -0.00021620597911576518 7.5284924395333926e-05 leaf_weight=109.87409542500973 45.436966672539711 256.47282588481903 145.53385969996452 leaf_count=218 140 1521 381 internal_value=0 -0.000151574 0.000190821 internal_weight=0 301.91 255.408 internal_count=2260 1661 599 is_linear=0 shrinkage=0.000303807 Tree=477 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=164.074 83.2672 49.8768 threshold=0.10098000000000001 -0.12077499999999998 0.24425000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021621605037005129 0.00023458014491259946 -0.00018127086564978948 -0.00015288628739067766 leaf_weight=48.226181477308273 203.61994348466396 274.21609163284302 29.610522165894508 leaf_count=144 457 1546 113 internal_value=0 -0.000121811 0.00018538 internal_weight=0 322.442 233.23 internal_count=2260 1690 570 is_linear=0 shrinkage=0.000279006 Tree=478 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=92.4888 74.6494 37.8606 threshold=0.083325000000000024 -0.074329999999999993 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072827199251970928 0.00075211377840902626 -0.00049324418837222233 9.713087085733404e-05 leaf_weight=93.126779958605766 32.395518466830254 206.95915725082159 136.35740524530411 leaf_count=244 101 1491 424 internal_value=0 -0.000324644 0.000353293 internal_weight=0 239.355 229.484 internal_count=2260 1592 668 is_linear=0 shrinkage=0.000763041 Tree=479 num_leaves=4 num_cat=0 split_feature=484 15 484 split_gain=89.7291 76.6316 6.73268 threshold=-1.0000000180025095e-35 0.050935000000000008 -0.23135999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047223082306732363 0.00036024712546695736 -0.00050717185677991129 -0.001181203488738023 leaf_weight=13.037708401679991 309.82397099584341 100.42647431045771 42.975209556519985 leaf_count=77 1137 744 302 internal_value=0 0.000147895 -0.0010164 internal_weight=0 410.25 56.0129 internal_count=2260 1881 379 is_linear=0 shrinkage=0.000863008 Tree=480 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=150.439 92.5106 71.9863 threshold=0.089790000000000023 -0.060004999999999996 -0.26636999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030591638393154638 -0.00040243853066106394 0.00021842154694100993 0.00022846977710802357 leaf_weight=198.36775355041027 24.660910904407501 53.478966608643532 274.81656327843666 leaf_count=1287 118 173 720 internal_value=0 -0.000194567 0.000176494 internal_weight=0 251.847 299.477 internal_count=2298 1460 838 is_linear=0 shrinkage=0.000353856 Tree=481 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=90.4183 83.5876 10.832 threshold=-1.0000000180025095e-35 0.077765000000000015 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006462906608844149 -0.00031021884030253319 0.0003418827541857611 -0.0013507930089354206 leaf_weight=41.557976402342319 144.9475702047348 274.3873820155859 14.132052198052405 leaf_count=285 1003 922 88 internal_value=0 0.000116473 -0.000825469 internal_weight=0 419.335 55.69 internal_count=2298 1925 373 is_linear=0 shrinkage=0.000694662 Tree=482 num_leaves=4 num_cat=0 split_feature=1 457 12 split_gain=164.322 91.8149 27.8696 threshold=0.10508500000000001 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023309693471285157 0.00029199973145784756 0.00018857250482202386 6.1100815940697394e-05 leaf_weight=337.9932105243206 75.012549810111523 50.162259370088577 107.77166484296322 leaf_count=1672 196 133 297 internal_value=0 -0.000178597 0.00015588 internal_weight=0 388.155 182.784 internal_count=2298 1805 493 is_linear=0 shrinkage=0.000290879 Tree=483 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=87.1947 82.5887 10.4679 threshold=-1.0000000180025095e-35 -0.26636999999999994 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006678135168997132 -0.00086941896813261233 0.00022036766532774877 -0.0013925083940719213 leaf_weight=41.45265419781208 40.438783429563046 378.87563271820545 14.047193214297293 leaf_count=285 253 1672 88 internal_value=0 0.000115234 -0.000851652 internal_weight=0 419.314 55.4998 internal_count=2298 1925 373 is_linear=0 shrinkage=0.000725022 Tree=484 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=146.488 70.3793 38.5569 threshold=0.10384000000000002 0.082380000000000009 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015407049682207883 0.00024246896958782861 0.00019852629972139891 -4.6678710424530255e-05 leaf_weight=290.46826523542404 161.74767935276031 47.285973027348518 41.670039594173431 leaf_count=1599 371 132 127 internal_value=0 -0.000104698 0.000183238 internal_weight=0 337.754 203.418 internal_count=2229 1731 498 is_linear=0 shrinkage=0.000268065 Tree=485 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=81.3353 96.5795 threshold=-0.17446999999999999 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00097841585408951922 -0.00031132288979001689 0.00062721892200847773 leaf_weight=48.077434211969376 324.10177288204432 87.603463158011436 leaf_count=124 1870 235 internal_value=0 -0.000111598 internal_weight=0 411.705 internal_count=2229 2105 is_linear=0 shrinkage=0.000793156 Tree=486 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=78.7535 92.9426 threshold=-0.17446999999999999 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010351737557408411 -0.00032570915051799724 0.00066117719556296902 leaf_weight=47.419415362179279 323.22972046583891 86.717950865626335 leaf_count=124 1870 235 internal_value=0 -0.000116928 internal_weight=0 409.948 internal_count=2229 2105 is_linear=0 shrinkage=0.000846535 Tree=487 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=76.4181 88.4034 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00098594195923387955 -0.00028296616575775718 0.00059608084461950598 leaf_weight=42.618380978703499 326.26341865211725 86.114391535520554 leaf_count=111 1882 236 internal_value=0 -9.93809e-05 internal_weight=0 412.378 internal_count=2229 2118 is_linear=0 shrinkage=0.000771777 Tree=488 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=89.8988 69.8506 40.4488 threshold=0.045590000000000006 -0.13275999999999996 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035054152619226213 0.00063906929842155258 -0.00046881762397452597 0.00050609118444302202 leaf_weight=37.77146489918232 37.704837769269943 217.22104135155678 176.74834913015366 leaf_count=123 104 1570 492 internal_value=0 -0.00030492 0.000355242 internal_weight=0 254.926 214.52 internal_count=2289 1674 615 is_linear=0 shrinkage=0.000751518 Tree=489 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=86.5276 67.1223 38.9975 threshold=0.045590000000000006 -0.13275999999999996 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032291477523543308 0.00058838515897192316 -0.00043460799428755875 0.00046971693707182916 leaf_weight=37.72570127248764 37.679291076958179 215.60408391058445 175.22765439748764 leaf_count=123 104 1570 492 internal_value=0 -0.000282391 0.000329282 internal_weight=0 253.283 212.953 internal_count=2289 1674 615 is_linear=0 shrinkage=0.000707298 Tree=490 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=167.015 83.7137 50.9079 threshold=0.045590000000000006 -0.13275999999999996 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011393729087783502 0.0002575976047369596 -0.00021888729517189292 0.00025231538174995334 leaf_weight=43.946230292320251 40.833698287606239 257.30052763223648 207.86006008088589 leaf_count=139 104 1570 476 internal_value=0 -0.000153614 0.000188392 internal_weight=0 298.134 251.806 internal_count=2289 1674 615 is_linear=0 shrinkage=0.000309209 Tree=491 num_leaves=4 num_cat=0 split_feature=484 403 13 split_gain=86.4108 78.3092 8.39458 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071988932253124328 -0.00062168306876533787 0.00024279256618927125 -0.0013822057140811656 leaf_weight=35.257077552378178 65.929752320051193 349.30954985320568 14.265319406986235 leaf_count=269 505 1438 77 internal_value=0 0.000105513 -0.000911134 internal_weight=0 415.239 49.5224 internal_count=2289 1943 346 is_linear=0 shrinkage=0.000727607 Tree=492 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=146.725 69.3423 32.3425 threshold=0.10384000000000002 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019769005512433336 0.0002994074504746944 -0.00019292490837438843 -1.7639757490401552e-05 leaf_weight=59.152941465377808 158.74012011289597 269.85529992729425 43.844741195440292 leaf_count=172 373 1576 129 internal_value=0 -0.000122688 0.000230795 internal_weight=0 329.008 202.585 internal_count=2250 1748 502 is_linear=0 shrinkage=0.000326777 Tree=493 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=175.154 74.7112 32.0034 threshold=0.10384000000000002 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018611842904661224 0.00029328232269903667 -0.00018959973765993692 2.3771488012520884e-06 leaf_weight=61.04664035141468 169.69161078333855 281.58399843424559 45.462991833686829 leaf_count=172 373 1576 129 internal_value=0 -0.000122651 0.000231819 internal_weight=0 342.631 215.155 internal_count=2250 1748 502 is_linear=0 shrinkage=0.000307922 Tree=494 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=158.017 73.9325 42.4516 threshold=0.10508500000000001 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010539939515503861 0.00021856027048686432 -0.00020323196959898244 -8.3305395586915766e-05 leaf_weight=61.997830837965012 130.77127461135387 313.90797418355942 40.757332742214203 leaf_count=178 351 1593 128 internal_value=0 -0.000152327 0.000146832 internal_weight=0 375.906 171.529 internal_count=2250 1771 479 is_linear=0 shrinkage=0.000258292 Tree=495 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=156.987 73.0829 31.7665 threshold=0.10384000000000002 -0.047749999999999994 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018480795720347633 0.00027838782091218551 -0.00018366111452854049 -9.4018117785530969e-06 leaf_weight=59.551269441843033 161.03012062609196 277.98574256896973 44.642258688807487 leaf_count=172 373 1576 129 internal_value=0 -0.000118646 0.000215927 internal_weight=0 337.537 205.672 internal_count=2250 1748 502 is_linear=0 shrinkage=0.000301884 Tree=496 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=84.5097 64.8975 9.11119 threshold=-1.0000000180025095e-35 0.10776500000000001 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060431365283671967 -7.5326727636151327e-05 0.00047251557075988365 -0.001215993244411693 leaf_weight=39.859467789530754 279.02935115247965 132.8640705421567 13.626987203955649 leaf_count=285 1522 388 86 internal_value=0 0.000101404 -0.000760532 internal_weight=0 411.893 53.4865 internal_count=2281 1910 371 is_linear=0 shrinkage=0.000645212 Tree=497 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=81.5181 83.8647 8.91265 threshold=-1.0000000180025095e-35 -0.26636999999999994 0.096900000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006466132652986461 -0.00091983496681084537 0.00023559868184894141 -0.001297220601453376 leaf_weight=32.636186294257641 41.467047639191151 368.95356948673725 20.328189626336098 leaf_count=233 260 1650 138 internal_value=0 0.000118822 -0.000896699 internal_weight=0 410.421 52.9644 internal_count=2281 1910 371 is_linear=0 shrinkage=0.000770492 Tree=498 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=141.371 89.2052 36.8793 threshold=0.083325000000000024 -0.026779999999999995 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000177821760953924 0.00020226429863397116 -0.00019063699074092278 -0.00013555111324174118 leaf_weight=230.38250577449799 47.889611765742302 239.16065174341202 29.214511096477509 leaf_count=569 137 1481 94 internal_value=0 -0.000125079 0.000142548 internal_weight=0 287.05 259.597 internal_count=2281 1618 663 is_linear=0 shrinkage=0.000262808 Tree=499 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=138.145 89.1791 42.9752 threshold=0.083325000000000024 -0.026779999999999995 0.090515000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7105744541217062e-05 0.00022470428131175936 -0.00020572294379291188 0.00022714008401704608 leaf_weight=69.091526910662651 47.30851623415947 237.09124142676592 186.81128842383623 leaf_count=229 137 1481 434 internal_value=0 -0.000134113 0.000155799 internal_weight=0 284.4 255.903 internal_count=2281 1618 663 is_linear=0 shrinkage=0.000286284 Tree=500 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=85.4972 98.7929 56.6159 threshold=0.089790000000000023 -0.060004999999999996 -0.035849999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065067379489366223 -0.00032265969880142248 0.00067449973939025872 0.00055729561721054686 leaf_weight=166.0444595143199 64.485326759517193 48.452154494822025 199.83292015641928 leaf_count=1285 290 167 571 internal_value=0 -0.0003513 0.000342606 internal_weight=0 214.497 264.318 internal_count=2313 1452 861 is_linear=0 shrinkage=0.000816643 Tree=501 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=168.071 98.9519 68.7195 threshold=0.089790000000000023 -0.060004999999999996 -0.035849999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028593758399165706 -0.00010009285648945816 0.00021139121548495991 0.00025153635891664728 leaf_weight=197.08030145615339 74.485897734761238 51.849505111575127 243.42206621170044 leaf_count=1285 290 167 571 internal_value=0 -0.000182341 0.000169149 internal_weight=0 248.93 317.908 internal_count=2313 1452 861 is_linear=0 shrinkage=0.000320362 Tree=502 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=85.1065 84.2805 threshold=-0.23832999999999996 0.089790000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010321966116228502 -0.00044897545045691906 0.00024486424730624039 leaf_weight=46.767127454280853 200.93722783774137 229.64315786957741 leaf_count=120 1431 762 internal_value=0 -7.89327e-05 internal_weight=0 430.58 internal_count=2313 2193 is_linear=0 shrinkage=0.000782428 Tree=503 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=152.114 81.7045 36.1514 threshold=0.045590000000000006 -0.060004999999999996 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028747988476214803 -0.00019467571375706203 0.00013974094433729043 8.1407827231846298e-05 leaf_weight=108.37506780028343 233.63593894988298 70.864355474710464 152.60861511528492 leaf_count=230 1450 233 400 internal_value=0 -0.000116845 0.000166995 internal_weight=0 304.5 260.984 internal_count=2313 1683 630 is_linear=0 shrinkage=0.000272831 Tree=504 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=144.311 80.3119 41.7931 threshold=0.045590000000000006 -0.028439999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003306515348770913 0.00023852833531389251 -0.00025363331789503702 3.9937499262274041e-05 leaf_weight=129.50455150008202 48.800510182976723 241.0516025274992 113.70380340516567 leaf_count=305 148 1512 305 internal_value=0 -0.000170761 0.000194752 internal_weight=0 289.852 243.208 internal_count=2270 1660 610 is_linear=0 shrinkage=0.000349911 Tree=505 num_leaves=4 num_cat=0 split_feature=4 13 150 split_gain=87.2291 80.8826 3.90912 threshold=0.28251000000000009 -0.16392499999999996 0.082295000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073488633549851842 0.00046307353993514227 -0.00023544227446907023 0.00074943456806453388 leaf_weight=36.628841407597065 57.039203837513924 344.52537699043751 27.25500862300396 leaf_count=89 179 1939 63 internal_value=0 -0.000142162 0.000555812 internal_weight=0 381.154 84.2942 internal_count=2270 2028 242 is_linear=0 shrinkage=0.00062096 Tree=506 num_leaves=4 num_cat=0 split_feature=4 13 150 split_gain=84.3546 77.8816 3.86688 threshold=0.28251000000000009 -0.16392499999999996 0.082295000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010360627025940551 0.0006541897213708989 -0.00032922691911646117 0.0010637950608390755 leaf_weight=36.246658280491829 56.329914078116417 343.69929061830044 26.789509415626526 leaf_count=89 179 1939 63 internal_value=0 -0.000198933 0.00078642 internal_weight=0 379.946 83.1194 internal_count=2270 2028 242 is_linear=0 shrinkage=0.000886077 Tree=507 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=81.7924 73.5175 34.9938 threshold=0.083325000000000024 -0.028439999999999997 0.030370000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004075384551545604 0.00059253341144406362 -0.00053747612562867874 -0.00064393225720187075 leaf_weight=205.60404774546623 41.47712766379118 192.9976347386837 20.644767485558987 leaf_count=594 135 1451 90 internal_value=0 -0.000337552 0.000311548 internal_weight=0 234.475 226.249 internal_count=2270 1586 684 is_linear=0 shrinkage=0.000770184 Tree=508 num_leaves=4 num_cat=0 split_feature=4 49 3 split_gain=79.1929 71.7065 5.65722 threshold=0.28251000000000009 -0.046739999999999997 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051214756909940705 0.00091606942338129469 -0.00036341535614480285 0.00044199811521392849 leaf_weight=88.989864028990269 56.184469953179359 287.5508141592145 27.20593036711216 leaf_count=262 157 1755 92 internal_value=0 -0.000156473 0.000761541 internal_weight=0 376.541 83.3904 internal_count=2266 2017 249 is_linear=0 shrinkage=0.000852446 Tree=509 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=144.609 86.4964 49.1716 threshold=0.10098000000000001 0.059940000000000007 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016723957774813228 0.00023203264397105822 0.00030455823876505039 -0.00017126241553457543 leaf_weight=288.5348211824894 195.64378835260868 35.274476110935211 27.947371155023575 leaf_count=1619 457 77 113 internal_value=0 -0.000115829 0.000181613 internal_weight=0 323.809 223.591 internal_count=2266 1696 570 is_linear=0 shrinkage=0.000284472 Tree=510 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=77.5215 71.0483 5.63854 threshold=0.28251000000000009 -0.060199999999999997 -0.14624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033973118221221723 0.0003888080262612797 0.00036590784908940497 0.00079564344289589516 leaf_weight=266.46590247005224 28.342783033847809 109.94166965782642 54.308263748884201 leaf_count=1663 81 354 168 internal_value=0 -0.000133619 0.000656253 internal_weight=0 376.408 82.651 internal_count=2266 2017 249 is_linear=0 shrinkage=0.000738598 Tree=511 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=142.799 95.2554 5.3939 threshold=0.28251000000000009 -0.046739999999999997 -0.14624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001146041362878955 0.00015370702740594979 -0.00018457642670994176 0.00029242535275928019 leaf_weight=96.892541095614433 30.284806534647942 362.63100133091211 60.589485809206963 leaf_count=262 81 1755 168 internal_value=0 -0.000121491 0.000246238 internal_weight=0 459.524 90.8743 internal_count=2266 2017 249 is_linear=0 shrinkage=0.000268065 Tree=512 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=141.39 82.886 39.1168 threshold=0.045590000000000006 0.12500000000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031415347002441399 -0.00019507627736575818 0.00033894496387969691 6.5448334696826339e-05 leaf_weight=99.923821955919266 267.66912253201008 29.379125759005547 136.17248636484146 leaf_count=214 1619 57 370 internal_value=0 -0.000142241 0.000170726 internal_weight=0 297.048 236.096 internal_count=2260 1676 584 is_linear=0 shrinkage=0.000301884 Tree=513 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=149.203 80.2764 37.9228 threshold=0.045590000000000006 0.12500000000000003 -0.0025349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027559172911768495 -0.00018950020492146665 0.00031907230285888586 4.3464164652588882e-05 leaf_weight=126.79213218390942 271.16548160463572 28.900609210133553 111.24583332240582 leaf_count=291 1619 57 293 internal_value=0 -0.0001405 0.00016712 internal_weight=0 300.066 238.038 internal_count=2260 1676 584 is_linear=0 shrinkage=0.000290162 Tree=514 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=146.161 78.4711 37.482 threshold=0.045590000000000006 0.12500000000000003 -0.0025349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026598538940898102 -0.00017861315601219689 0.00030541786541022351 4.4097998505080046e-05 leaf_weight=126.47281312942505 267.34981984645128 28.84728430211544 111.35353422164917 leaf_count=291 1619 57 293 internal_value=0 -0.000131456 0.000162107 internal_weight=0 296.197 237.826 internal_count=2260 1676 584 is_linear=0 shrinkage=0.000278894 Tree=515 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=146.176 75.3528 36.1791 threshold=0.045590000000000006 0.12500000000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028318418479327087 -0.00017680147495288321 0.00029151800022506985 6.5897976676688346e-05 leaf_weight=98.961255520582199 266.42270957678556 28.409004628658295 136.04961161315441 leaf_count=214 1619 57 370 internal_value=0 -0.00013166 0.000157411 internal_weight=0 294.832 235.011 internal_count=2260 1676 584 is_linear=0 shrinkage=0.000273426 Tree=516 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=195.23 63.1214 53.3825 threshold=0.098370000000000027 0.26963000000000009 0.059940000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021080208398532741 0.00025015385272541169 -0.00022749189538396635 0.0002653379396658301 leaf_weight=281.92177351564169 220.78911240398884 29.754567384719849 24.229834631085396 leaf_count=1623 501 121 54 internal_value=0 0.000193416 -0.000173105 internal_weight=0 250.544 306.152 internal_count=2299 622 1677 is_linear=0 shrinkage=0.000307922 Tree=517 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=176.191 59.1447 49.3961 threshold=0.098370000000000027 0.26963000000000009 0.059940000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020532470116374542 0.00024120025055124911 -0.00022508215882286541 0.00025406787523868575 leaf_weight=274.75778963416815 213.49190534651279 29.321636199951172 24.126295164227486 leaf_count=1623 501 121 54 internal_value=0 0.00018488 -0.000168228 internal_weight=0 242.814 298.884 internal_count=2299 622 1677 is_linear=0 shrinkage=0.000307922 Tree=518 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=180.789 61.4707 49.7362 threshold=0.10098000000000001 -0.24600999999999998 0.059940000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019872619381298363 -0.00026076269757427839 0.00016176474024156653 0.00015360605571631091 leaf_weight=321.27634744346142 22.822914034128189 182.27843264490366 25.478256970643997 leaf_count=1660 94 487 58 internal_value=0 0.000114728 -0.000172831 internal_weight=0 205.101 346.755 internal_count=2299 581 1718 is_linear=0 shrinkage=0.000242794 Tree=519 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=186.092 57.9254 45.5595 threshold=0.10098000000000001 0.27717500000000006 0.059940000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023127177915486781 0.00019668750302486939 -0.00024674941754875771 0.00016316197750516003 leaf_weight=321.97519354522228 180.2862820699811 27.454257026314735 25.567364498972893 leaf_count=1660 473 108 58 internal_value=0 0.000138067 -0.000202247 internal_weight=0 207.741 347.543 internal_count=2299 581 1718 is_linear=0 shrinkage=0.000284472 Tree=520 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=188.489 67.4796 32.1083 threshold=0.10384000000000002 -0.24689499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058590291998201062 0.00031354051675382269 -0.00019159234260546795 3.0817077504887334e-08 leaf_weight=13.416993230581282 170.36351673305035 325.1312413290143 48.50622446835041 leaf_count=24 386 1723 138 internal_value=0 -0.000160748 0.000244066 internal_weight=0 338.548 218.87 internal_count=2271 1747 524 is_linear=0 shrinkage=0.000339971 Tree=521 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=98.3151 52.4335 29.6416 threshold=0.10384000000000002 0.080930000000000016 0.38048000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042325076574076833 0.00056209281839359046 0.00051921641439939606 -0.0003709341759496019 leaf_weight=252.60429164022207 151.83976891636848 40.748742900788784 23.348162814974785 leaf_count=1620 430 127 94 internal_value=0 -0.00029231 0.000437717 internal_weight=0 293.353 175.188 internal_count=2271 1747 524 is_linear=0 shrinkage=0.000771121 Tree=522 num_leaves=4 num_cat=0 split_feature=1 123 16 split_gain=178.103 68.5443 32.4244 threshold=0.10384000000000002 1.0000000180025095e-35 0.24425000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017426825528736554 0.00024363967923745705 0.00025426125448992212 -8.4245341979641739e-05 leaf_weight=301.49826648831367 186.28183183073997 33.55177740752697 28.076497718691826 leaf_count=1683 426 64 98 internal_value=0 -0.000131343 0.00020069 internal_weight=0 335.05 214.358 internal_count=2271 1747 524 is_linear=0 shrinkage=0.000284472 Tree=523 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=184.826 71.7339 33.4599 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017743016277253155 0.00026248986138755425 0.00026093855322741516 -7.0800835342024053e-06 leaf_weight=302.07589640468359 169.38763147592545 33.54762876033783 47.767228558659554 leaf_count=1683 386 64 138 internal_value=0 -0.0001336 0.000203198 internal_weight=0 335.624 217.155 internal_count=2271 1747 524 is_linear=0 shrinkage=0.000284472 Tree=524 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=152.469 85.2756 49.5714 threshold=0.094405000000000003 -0.018054999999999998 0.27190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022624095711663435 0.00023782789739992558 0.00027384194875370888 -0.00019634782868037734 leaf_weight=243.81634288281202 230.01974453032017 41.244462564587593 30.851894155144691 leaf_count=1486 556 103 120 internal_value=0 -0.000153872 0.00018647 internal_weight=0 285.061 260.872 internal_count=2265 1589 676 is_linear=0 shrinkage=0.000321701 Tree=525 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=157.73 90.4458 32.4002 threshold=0.080235000000000015 -0.15078499999999997 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019960060779191383 0.00028250604342787639 -0.00016887550938743495 -0.00010023816994057412 leaf_weight=218.39694644510746 34.582384049892426 269.27853412181139 28.081379577517509 leaf_count=510 72 1598 85 internal_value=0 -0.000117489 0.000165435 internal_weight=0 303.861 246.478 internal_count=2265 1670 595 is_linear=0 shrinkage=0.000262808 Tree=526 num_leaves=4 num_cat=0 split_feature=12 13 150 split_gain=85.3277 79.6798 28.5304 threshold=0.081180000000000016 -0.15078499999999997 0.079825000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021184712536577574 0.0010653677287450706 -0.00052756926973223002 0.00093069345315393366 leaf_weight=142.38209610432386 30.335864946246147 227.78573208302259 70.364246591925621 leaf_count=435 68 1590 172 internal_value=0 -0.000340294 0.000449662 internal_weight=0 258.122 212.746 internal_count=2265 1658 607 is_linear=0 shrinkage=0.000923569 Tree=527 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=82.7344 98.6927 49.3611 threshold=-0.059315 -0.10075499999999998 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033727027333447401 0.00065012289566934169 -0.00060567028782508559 -5.3760017721268423e-05 leaf_weight=91.260448671877384 121.3420817553997 162.92418549954891 92.556104838848114 leaf_count=319 348 1318 280 internal_value=0 -0.000267124 0.000345567 internal_weight=0 254.185 213.898 internal_count=2265 1637 628 is_linear=0 shrinkage=0.000725995 Tree=528 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=82.0408 74.808 4.51154 threshold=0.28251000000000009 0.069910000000000014 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030714699338654447 0.00077232479713128721 0.00060911218805734582 0.00039126362223803669 leaf_weight=328.28707528859377 58.625582575798035 60.071558989584446 25.470500975847244 leaf_count=1874 160 173 84 internal_value=0 -0.000165396 0.000657026 internal_weight=0 388.359 84.0961 internal_count=2291 2047 244 is_linear=0 shrinkage=0.000755 Tree=529 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=151.458 84.1043 43.1088 threshold=0.081180000000000016 -0.15026499999999995 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9281246226019205e-05 0.00028407910042695664 -0.00017589696861246781 0.00019934931636943559 leaf_weight=55.250661715865135 29.719495490193367 263.98478109389544 200.7032929956913 leaf_count=173 64 1591 463 internal_value=0 -0.000129337 0.000143521 internal_weight=0 293.704 255.954 internal_count=2291 1655 636 is_linear=0 shrinkage=0.000259296 Tree=530 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=158.976 79.396 41.4279 threshold=0.081180000000000016 -0.15026499999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029695180472980081 0.00029258647090729797 -0.00019488595792233995 6.4415191184777779e-05 leaf_weight=105.60932770371437 30.068746209144592 266.91085074841976 150.14058125019073 leaf_count=225 64 1591 411 internal_value=0 -0.000145514 0.000160454 internal_weight=0 296.98 255.75 internal_count=2291 1655 636 is_linear=0 shrinkage=0.000284472 Tree=531 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=81.2747 64.7061 39.0307 threshold=0.081180000000000016 -0.15026499999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071352812458338674 0.0007866352534744007 -0.0004435773037553122 6.1342526648251982e-05 leaf_weight=86.566083192825317 27.414440557360649 225.8935321867466 133.37848242372274 leaf_count=225 64 1591 411 internal_value=0 -0.000310387 0.00031807 internal_weight=0 253.308 219.945 internal_count=2291 1655 636 is_linear=0 shrinkage=0.000756398 Tree=532 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=163.66 74.4931 54.4263 threshold=0.10098000000000001 0.059940000000000007 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017581737002416819 0.00023931405801208883 0.00027768724937989964 -0.00019495066911675074 leaf_weight=292.28115893155336 194.17898695170879 32.560808569192886 26.533226817846298 leaf_count=1680 447 74 106 internal_value=0 -0.000130346 0.000187096 internal_weight=0 324.842 220.712 internal_count=2307 1754 553 is_linear=0 shrinkage=0.000284472 Tree=533 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=84.1326 60.8458 42.0597 threshold=0.10098000000000001 0.059940000000000007 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040536678330494223 0.00055743249020850764 0.00075486268936696512 -0.00055327217770463155 leaf_weight=254.38053374737501 157.32755506038666 31.515625983476639 24.434194557368755 leaf_count=1680 447 74 106 internal_value=0 -0.000277428 0.000408078 internal_weight=0 285.896 181.762 internal_count=2307 1754 553 is_linear=0 shrinkage=0.000787843 Tree=534 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=80.9782 58.3278 40.5441 threshold=0.10098000000000001 0.059940000000000007 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037487604302916807 0.00051757591223742659 0.00069391991677345813 -0.00050999370554018653 leaf_weight=252.98973239213228 155.8480409309268 31.529645919799805 24.379285000264645 leaf_count=1680 447 74 106 internal_value=0 -0.000256396 0.000378538 internal_weight=0 284.519 180.227 internal_count=2307 1754 553 is_linear=0 shrinkage=0.000741178 Tree=535 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=77.937 55.9159 39.081 threshold=0.10098000000000001 0.059940000000000007 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046733565432825877 0.00064782045486527469 0.00086010708171783067 -0.00063375320811572379 leaf_weight=251.6252296641469 154.39492239058018 31.53882671892643 24.324773982167244 leaf_count=1680 447 74 106 internal_value=0 -0.000319437 0.000473342 internal_weight=0 283.164 178.72 internal_count=2307 1754 553 is_linear=0 shrinkage=0.000940024 Tree=536 num_leaves=4 num_cat=0 split_feature=484 15 50 split_gain=89.5007 70.5777 6.98417 threshold=-1.0000000180025095e-35 0.050935000000000008 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076954222713374054 0.00031857105907737772 -0.00040970433845672721 -0.0014754807230617951 leaf_weight=43.164208188652992 314.82150597125292 100.59064321219921 9.8921194002032262 leaf_count=320 1179 758 54 internal_value=0 0.000142211 -0.000901645 internal_weight=0 415.412 53.0563 internal_count=2311 1937 374 is_linear=0 shrinkage=0.000756947 Tree=537 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=132.895 67.5301 47.8928 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020743892344065852 0.00025503230513857346 -0.00017453748571240782 -0.00010271224579761046 leaf_weight=50.089941829442978 184.32016920298338 266.60758555680513 41.834597304463387 leaf_count=154 454 1566 137 internal_value=0 -0.000114114 0.000188853 internal_weight=0 316.698 226.155 internal_count=2311 1720 591 is_linear=0 shrinkage=0.000301884 Tree=538 num_leaves=4 num_cat=0 split_feature=484 15 50 split_gain=86.4757 68.277 6.52703 threshold=-1.0000000180025095e-35 0.050935000000000008 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084126604744917167 0.00034553403932043064 -0.00044731111403609501 -0.001596570803611795 leaf_weight=42.826571680605412 315.17379129678011 100.24203710258007 9.8851408734917623 leaf_count=320 1179 758 54 internal_value=0 0.000154205 -0.000983437 internal_weight=0 415.416 52.7117 internal_count=2311 1937 374 is_linear=0 shrinkage=0.00083684 Tree=539 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=138.963 61.7099 31.2605 threshold=0.10098000000000001 -0.12077499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018823892957077175 0.00010574882138602775 -0.00017410842146995461 0.0003373042984648845 leaf_weight=50.976900771260262 144.84724952280521 271.80175001174212 84.24575375020504 leaf_count=154 403 1566 188 internal_value=0 -0.000116875 0.000190921 internal_weight=0 322.779 229.093 internal_count=2311 1720 591 is_linear=0 shrinkage=0.000302252 Tree=540 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=144.203 62.6465 42.0073 threshold=0.10384000000000002 0.059940000000000007 0.10350500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017465033456666245 0.00029123857768504241 0.00026516518223839342 -0.00011547033453030437 leaf_weight=298.06496209651232 171.2861186414957 39.473248511552811 32.527026072144508 leaf_count=1654 406 94 102 internal_value=0 -0.000123204 0.000226326 internal_weight=0 337.538 203.813 internal_count=2256 1748 508 is_linear=0 shrinkage=0.000328135 Tree=541 num_leaves=4 num_cat=0 split_feature=1 457 40 split_gain=74.7389 63.7402 7.55248 threshold=0.11790000000000002 0.041935000000000007 -0.0089699999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031080754834307095 0.0010026010204447183 0.00063765932049411459 0.0005042232965771123 leaf_weight=306.63339736312628 37.56386299431324 61.796550549566746 53.71958801150322 leaf_count=1800 101 190 165 internal_value=0 -0.000151697 0.000709476 internal_weight=0 368.43 91.2835 internal_count=2256 1990 266 is_linear=0 shrinkage=0.000852091 Tree=542 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=73.5001 55.2599 32.2536 threshold=0.078300000000000008 0.12608000000000003 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042348564683990247 -0.00034786384719430826 0.00081198489882503098 -0.00040373593647428604 leaf_weight=184.30309248715639 224.82275777310133 22.146479964256287 26.460072785615921 leaf_count=527 1595 46 88 internal_value=0 -0.000243802 0.000319606 internal_weight=0 246.969 210.763 internal_count=2256 1641 615 is_linear=0 shrinkage=0.000700826 Tree=543 num_leaves=4 num_cat=0 split_feature=1 457 40 split_gain=70.6482 60.3694 7.49725 threshold=0.11790000000000002 0.041935000000000007 -0.0089699999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027429052865690336 0.00090016153697138437 0.00056527312419935439 0.00044545597663515299 leaf_weight=304.25222998857498 36.583509534597397 61.269745372235775 52.886611118912697 leaf_count=1800 101 190 165 internal_value=0 -0.000133539 0.000631533 internal_weight=0 365.522 89.4701 internal_count=2256 1990 266 is_linear=0 shrinkage=0.000771765 Tree=544 num_leaves=4 num_cat=0 split_feature=12 49 47 split_gain=85.6523 57.9374 29.8102 threshold=0.083325000000000024 -0.026779999999999995 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041894147272076362 0.00041334697818323264 -0.00048308588050857888 -0.0002322213831531078 leaf_weight=178.97393646836281 43.407269924879074 187.73372391611338 42.554609872400761 leaf_count=544 142 1449 141 internal_value=0 -0.000314719 0.000293847 internal_weight=0 231.141 221.529 internal_count=2276 1591 685 is_linear=0 shrinkage=0.00069939 Tree=545 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=74.2141 67.0476 8.32329 threshold=0.28251000000000009 0.041935000000000007 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003267586547864093 0.00085437038562504927 0.00064204165838950002 0.00029081704144696334 leaf_weight=310.85038291662931 57.345134735107422 56.68572873622179 25.415845200419426 leaf_count=1844 169 173 90 internal_value=0 -0.000177313 0.00068141 internal_weight=0 367.536 82.761 internal_count=2276 2017 259 is_linear=0 shrinkage=0.000819344 Tree=546 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=151.456 79.1897 39.1638 threshold=0.083325000000000024 0.31595000000000006 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4628094900766424e-05 -0.00020050158459740633 0.00028767883018575503 0.00020758884094371026 leaf_weight=56.767795532941818 242.14928424358368 28.916750773787498 201.65676945447922 leaf_count=194 1534 57 491 internal_value=0 -0.000148407 0.000149988 internal_weight=0 271.066 258.425 internal_count=2276 1591 685 is_linear=0 shrinkage=0.000278894 Tree=547 num_leaves=4 num_cat=0 split_feature=12 49 47 split_gain=82.4892 55.6182 28.3308 threshold=0.083325000000000024 -0.026779999999999995 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036672863993511117 0.0003582320003005017 -0.00042413170281423813 -0.00019747089403554725 leaf_weight=177.74885146319866 43.40296882390976 185.66229498386383 42.745137065649033 leaf_count=544 142 1449 141 internal_value=0 -0.000275873 0.000257345 internal_weight=0 229.065 220.494 internal_count=2276 1591 685 is_linear=0 shrinkage=0.000622313 Tree=548 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=148.289 69.8545 35.4908 threshold=0.078300000000000008 0.28251000000000009 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031849867110234623 -0.00018412927337755058 0.00030651715922403464 8.8557114868208721e-05 leaf_weight=106.9231303781271 251.74772296845913 29.530983954668045 142.985196813941 leaf_count=236 1605 58 392 internal_value=0 -0.0001326 0.000186954 internal_weight=0 281.279 249.908 internal_count=2291 1663 628 is_linear=0 shrinkage=0.000301884 Tree=549 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=156.569 71.2476 37.9529 threshold=0.078300000000000008 0.28251000000000009 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7789383374536325e-05 -0.00015771229602749859 0.00025524613465253461 0.00020793898655190515 leaf_weight=55.763804376125336 258.82952900975943 29.702000007033348 199.39899404346943 leaf_count=161 1605 58 467 internal_value=0 -0.000115187 0.000156424 internal_weight=0 288.532 255.163 internal_count=2291 1663 628 is_linear=0 shrinkage=0.000252603 Tree=550 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=79.5372 56.7179 37.3155 threshold=0.083325000000000024 -0.026779999999999995 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004989588242026538 0.00059255159089914686 -0.00049959315640637071 -0.00064945379275564903 leaf_weight=205.80517835915089 40.341319471597672 190.46224804967642 21.910158760845661 leaf_count=596 130 1468 97 internal_value=0 -0.000308668 0.000388416 internal_weight=0 230.804 227.715 internal_count=2291 1598 693 is_linear=0 shrinkage=0.000836868 Tree=551 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=148.561 72.4167 38.107 threshold=0.078300000000000008 0.28251000000000009 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3558641751697491e-05 -0.00017161310545187042 0.00028517047836882058 0.00022773929206863788 leaf_weight=55.629641473293304 254.80300629138947 30.177365005016327 197.57701390981674 leaf_count=161 1605 58 467 internal_value=0 -0.000123227 0.000170334 internal_weight=0 284.98 253.207 internal_count=2291 1663 628 is_linear=0 shrinkage=0.000278894 Tree=552 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=137.987 61.9546 33.4052 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016990646529892688 0.00029260632554573186 0.00020789710599745923 -1.7530524586943834e-05 leaf_weight=289.08866100013256 146.26053704321384 50.292081639170647 44.782364428043365 leaf_count=1647 350 140 133 internal_value=0 -0.000113912 0.000219913 internal_weight=0 339.381 191.043 internal_count=2270 1787 483 is_linear=0 shrinkage=0.000314206 Tree=553 num_leaves=4 num_cat=0 split_feature=1 4 40 split_gain=137.142 80.3639 48.6702 threshold=0.090435000000000015 -0.16223499999999996 -0.012109999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021806731408377622 0.0003073768086844247 -0.00020729149824283964 6.2957037239372434e-05 leaf_weight=39.587884068489075 89.863560527563095 205.56245551258326 188.98031999915838 leaf_count=104 196 1373 597 internal_value=0 -0.000138591 0.000141742 internal_weight=0 245.15 278.844 internal_count=2270 1477 793 is_linear=0 shrinkage=0.000273426 Tree=554 num_leaves=4 num_cat=0 split_feature=1 4 40 split_gain=136.332 76.3482 52.4159 threshold=0.090435000000000015 -0.16223499999999996 -0.012109999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020162021646558142 0.00030277401992300011 -0.00020341136414315608 5.4711328515089194e-05 leaf_weight=39.870985701680183 90.824495375156403 206.97167261689901 187.67301238328218 leaf_count=104 196 1373 597 internal_value=0 -0.000137979 0.000135626 internal_weight=0 246.843 278.498 internal_count=2270 1477 793 is_linear=0 shrinkage=0.000268065 Tree=555 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=75.3088 52.2881 30.9254 threshold=0.10491000000000002 -0.11880499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055896701323227265 0.00068593968813372968 -0.00037601413354435421 -0.00015597361081911846 leaf_weight=47.767101414501667 117.54568424075842 248.78401651978493 38.91125001013279 leaf_count=158 350 1629 133 internal_value=0 -0.000225385 0.00047656 internal_weight=0 296.551 156.457 internal_count=2270 1787 483 is_linear=0 shrinkage=0.000818647 Tree=556 num_leaves=4 num_cat=0 split_feature=12 0 13 split_gain=71.5156 52.9891 29.3804 threshold=0.083325000000000024 -0.060004999999999996 -0.004429999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063687809511846476 -0.00057469136555431002 0.0003836055244367594 1.7403981795426373e-05 leaf_weight=106.57481994479895 172.60369489341974 52.805591315031052 108.07688117772341 leaf_count=345 1360 205 317 internal_value=0 -0.000350182 0.000325003 internal_weight=0 225.409 214.652 internal_count=2227 1565 662 is_linear=0 shrinkage=0.000837217 Tree=557 num_leaves=4 num_cat=0 split_feature=484 42 50 split_gain=69.6873 65.7005 6.84748 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0007631667643010257 -0.00051269342735614249 0.00027666005895919367 -0.0015225473386999515 leaf_weight=41.348943784832954 88.298244044184685 298.71951209008694 9.4469663426280004 leaf_count=308 595 1272 52 internal_value=0 9.65524e-05 -0.000904914 internal_weight=0 387.018 50.7959 internal_count=2227 1867 360 is_linear=0 shrinkage=0.000804022 Tree=558 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=137.817 69.2502 35.7554 threshold=0.080235000000000015 0.31595000000000006 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.1241130456632482e-05 -0.000184590671859372 0.00027250060250552031 0.00020825451357137396 leaf_weight=52.995748624205589 249.68673883378506 28.731930792331696 187.03552509844303 leaf_count=161 1562 56 448 internal_value=0 -0.000137405 0.000150962 internal_weight=0 278.419 240.031 internal_count=2227 1618 609 is_linear=0 shrinkage=0.000278894 Tree=559 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=69.5253 57.6346 5.08101 threshold=0.28251000000000009 0.083325000000000024 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020973357579848315 0.00043573277515670389 -0.00050170031098962283 0.00091280760021546974 leaf_weight=161.53013081848621 27.154273435473442 199.87845032662153 49.632666513323784 leaf_count=477 80 1509 161 internal_value=0 -0.000183733 0.000744249 internal_weight=0 361.409 76.7869 internal_count=2227 1986 241 is_linear=0 shrinkage=0.000885776 Tree=560 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=138.487 64.4866 35.1358 threshold=0.10384000000000002 0.082380000000000009 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016564510645562293 0.00025597989660097097 0.0002110803809459459 -4.9777720326336693e-05 leaf_weight=280.67111182957888 156.80279485881329 44.276045426726341 39.634580239653587 leaf_count=1658 387 122 125 internal_value=0 -0.000114305 0.000194289 internal_weight=0 324.947 196.437 internal_count=2292 1780 512 is_linear=0 shrinkage=0.000290162 Tree=561 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=141.31 68.3846 36.942 threshold=0.10384000000000002 0.082380000000000009 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016538430065493942 0.00024660193640362434 0.00021005251150006652 -5.6810196158171961e-05 leaf_weight=281.68286188691854 157.38871093839407 43.979171745479107 39.332800462841988 leaf_count=1658 387 122 125 internal_value=0 -0.000114674 0.000185938 internal_weight=0 325.662 196.722 internal_count=2292 1780 512 is_linear=0 shrinkage=0.00028006 Tree=562 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=76.7306 67.7011 5.45144 threshold=0.28251000000000009 -0.24689499999999998 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088955779827007279 0.00033743906634058014 -0.00023662797974263316 0.0007285871156428841 leaf_weight=28.400673575699329 25.614243239164352 334.95567804574966 55.454987019300461 leaf_count=70 76 1969 177 internal_value=0 -0.000148561 0.00060511 internal_weight=0 363.356 81.0692 internal_count=2292 2039 253 is_linear=0 shrinkage=0.000700546 Tree=563 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=142.523 64.1733 42.044 threshold=0.10384000000000002 0.082380000000000009 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024560202201087325 0.00025025261490272755 0.00017526836610356201 -0.00014050710292269473 leaf_weight=315.43401271104813 136.64341609179974 44.078052297234535 37.446967929601669 leaf_count=1658 387 122 125 internal_value=0 -0.000193995 0.000166194 internal_weight=0 359.512 174.09 internal_count=2292 1780 512 is_linear=0 shrinkage=0.000326769 Tree=564 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=79.3249 54.1513 30.9862 threshold=0.083325000000000024 -0.046739999999999997 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039460731237385486 0.00048911476701639107 -0.00042669162034326925 -0.00048065562066033581 leaf_weight=199.79398246109486 37.768266670405865 194.25743335485458 21.981923528015614 leaf_count=580 125 1502 94 internal_value=0 -0.000277592 0.000307819 internal_weight=0 232.026 221.776 internal_count=2301 1627 674 is_linear=0 shrinkage=0.00069995 Tree=565 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=145.221 78.9341 35.4886 threshold=0.080235000000000015 -0.17035999999999998 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025869555585786042 0.00017566180218844834 -0.00019546829103076418 5.2306590916048525e-05 leaf_weight=125.99428226053715 52.310099475085735 236.42204756289721 123.18971188366413 leaf_count=302 150 1532 317 internal_value=0 -0.000128223 0.000156674 internal_weight=0 288.732 249.184 internal_count=2301 1682 619 is_linear=0 shrinkage=0.000273426 Tree=566 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=144.599 76.5981 38.7976 threshold=0.080235000000000015 -0.17035999999999998 -0.0040349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028154790972300211 0.00018818943285918947 -0.00020506423559738768 5.1159086867842864e-05 leaf_weight=126.30503022670746 50.756990477442741 232.35037352144718 119.83407329022884 leaf_count=302 150 1532 317 internal_value=0 -0.000134552 0.000169395 internal_weight=0 283.107 246.139 internal_count=2301 1682 619 is_linear=0 shrinkage=0.000290046 Tree=567 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=78.0898 53.2794 29.9112 threshold=0.083325000000000024 -0.17035999999999998 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004403717062807554 0.00047162001081264729 -0.00049316494971719555 -0.00052759201675065155 leaf_weight=199.98053529113531 43.969463333487511 188.24055156111717 22.064904116094112 leaf_count=580 146 1481 94 internal_value=0 -0.000310457 0.000344147 internal_weight=0 232.21 222.045 internal_count=2301 1627 674 is_linear=0 shrinkage=0.000789244 Tree=568 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=149.37 57.8385 35.0371 threshold=0.10384000000000002 -0.10075499999999998 0.10350500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011600092754783426 0.00022910683998781658 -0.000161101504135366 -4.6838192878785034e-05 leaf_weight=62.011689014732838 161.33141855150461 257.99478032439947 37.672766029834747 leaf_count=223 400 1526 116 internal_value=0 -0.0001074 0.000176869 internal_weight=0 320.006 199.004 internal_count=2265 1749 516 is_linear=0 shrinkage=0.000257655 Tree=569 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=150.767 56.8123 33.9124 threshold=0.10384000000000002 -0.10075499999999998 0.10350500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001323831660989443 0.00026427181661083262 -0.00018330098985690817 -4.6911040466818852e-05 leaf_weight=61.917335793375969 162.21457594633102 257.79730333387852 37.823469281196594 leaf_count=223 400 1526 116 internal_value=0 -0.00012216 0.000205434 internal_weight=0 319.715 200.038 internal_count=2265 1749 516 is_linear=0 shrinkage=0.000295965 Tree=570 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=160.079 58.0623 35.569 threshold=0.10384000000000002 0.14368000000000003 0.10350500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018135161823693303 0.00030097768714093797 0.00035713374720110398 -5.5483279698656092e-05 leaf_weight=303.34771404415369 166.59691125154495 24.050636112689972 38.342037186026573 leaf_count=1699 400 50 116 internal_value=0 -0.000141776 0.000234288 internal_weight=0 327.398 204.939 internal_count=2265 1749 516 is_linear=0 shrinkage=0.00033371 Tree=571 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=167.439 57.736 35.748 threshold=0.10384000000000002 0.064285000000000009 0.10350500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015584001472845755 0.00024561655821366706 0.00021123487774171674 -4.1923957174509776e-05 leaf_weight=289.58713709563017 167.68831749260426 34.436831340193748 38.127890586853027 leaf_count=1664 400 85 116 internal_value=0 -0.000116818 0.00019235 internal_weight=0 324.024 205.816 internal_count=2265 1749 516 is_linear=0 shrinkage=0.000268065 Tree=572 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=149.143 83.6009 41.3428 threshold=0.083325000000000024 0.15891500000000003 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6623082566707626e-05 -0.00022304727187518649 0.00019503795450993182 0.00022687729521149246 leaf_weight=67.96372301876545 226.9199233725667 48.939142107963562 191.00620029866695 leaf_count=220 1471 125 454 internal_value=0 -0.000148868 0.000157727 internal_weight=0 275.859 258.97 internal_count=2270 1596 674 is_linear=0 shrinkage=0.000290162 Tree=573 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=80.1312 58.1866 26.4563 threshold=0.083325000000000024 0.13999000000000003 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5517366748741145e-05 -0.000459448197379556 0.0013111638619474528 0.0005373160575430925 leaf_weight=66.065894439816475 220.11186347156763 13.81989750266075 155.16423999518156 leaf_count=220 1571 25 454 internal_value=0 -0.000354748 0.000348341 internal_weight=0 233.932 221.23 internal_count=2270 1596 674 is_linear=0 shrinkage=0.000837552 Tree=574 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=148.729 84.3933 42.2089 threshold=0.083325000000000024 0.15891500000000003 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4654630775231346e-05 -0.00025739485476092012 0.000228389378198111 0.00026215859418169687 leaf_weight=67.578963875770569 225.14626835286617 48.224700435996056 189.40168637037277 leaf_count=220 1471 125 454 internal_value=0 -0.000171689 0.000181478 internal_weight=0 273.371 256.981 internal_count=2270 1596 674 is_linear=0 shrinkage=0.000333305 Tree=575 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=150.008 83.6632 39.4191 threshold=0.083325000000000024 0.15891500000000003 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5834865975877828e-05 -0.00025161368816892091 0.00022312236732808505 0.00025442696294210114 leaf_weight=67.835576355457306 227.69106832146645 47.976644843816757 189.50608976185322 leaf_count=220 1471 125 454 internal_value=0 -0.000168982 0.000177917 internal_weight=0 275.668 257.342 internal_count=2270 1596 674 is_linear=0 shrinkage=0.000326769 Tree=576 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=128.858 66.1467 40.8895 threshold=0.10384000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017589754001148746 0.00027715129408730627 0.00022209968443050716 -6.1429729756520523e-05 leaf_weight=279.62256038933992 157.16733248531818 48.293259218335152 45.32582314312458 leaf_count=1585 385 135 142 internal_value=0 -0.000117274 0.000201365 internal_weight=0 327.916 202.493 internal_count=2247 1720 527 is_linear=0 shrinkage=0.00031408 Tree=577 num_leaves=4 num_cat=0 split_feature=484 1 160 split_gain=73.6316 65.4421 4.23209 threshold=-0.0048499999999999993 0.10752500000000002 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090104892937490743 -9.1006481111881416e-05 0.00052829265158805844 -0.00043192877039147147 leaf_weight=40.393496461212635 273.38037053495646 128.1525896564126 13.072364494204519 leaf_count=284 1485 389 89 internal_value=0 0.000106664 -0.000786545 internal_weight=0 401.533 53.4659 internal_count=2247 1874 373 is_linear=0 shrinkage=0.000715128 Tree=578 num_leaves=4 num_cat=0 split_feature=123 457 133 split_gain=71.9651 65.8949 4.74067 threshold=1.0000000180025095e-35 0.080930000000000016 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030717371672763199 0.00059292096357729384 0.00078541811016605669 0.0010572350644091669 leaf_weight=327.73033764213324 35.623820662498474 52.688818320631981 36.957810118794441 leaf_count=1894 102 157 94 internal_value=0 -0.000155816 0.000829561 internal_weight=0 380.419 72.5816 internal_count=2247 2051 196 is_linear=0 shrinkage=0.000906956 Tree=579 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=133.009 69.679 42.2467 threshold=0.10384000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001541034091413274 0.00023824521270627796 0.00019645572080167955 -5.6744991502531368e-05 leaf_weight=279.67168978601694 158.14529044926167 47.673977106809616 44.750729069113731 leaf_count=1585 385 135 142 internal_value=0 -0.00010304 0.000173183 internal_weight=0 327.346 202.896 internal_count=2247 1720 527 is_linear=0 shrinkage=0.000268065 Tree=580 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=81.1162 66.1843 34.2306 threshold=0.10384000000000002 -0.10075499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044251644365635699 0.00060777019342407547 -0.0004337276329517783 -0.0001924652340809771 leaf_weight=62.826412193477154 125.4554226025939 236.36400121450424 40.784541979432106 leaf_count=228 379 1600 143 internal_value=0 -0.00024971 0.000411445 internal_weight=0 299.19 166.24 internal_count=2350 1828 522 is_linear=0 shrinkage=0.0007589 Tree=581 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=140.108 70.3571 34.9857 threshold=0.10384000000000002 -0.11372999999999998 0.24425000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015282933136054561 0.00020739260265493307 -0.00015339848774131238 -0.00011258398255761268 leaf_weight=57.76834399998188 172.70909474790096 279.10780736804008 24.941453412175179 leaf_count=177 426 1651 96 internal_value=0 -0.00010088 0.000167008 internal_weight=0 336.876 197.651 internal_count=2350 1828 522 is_linear=0 shrinkage=0.000252603 Tree=582 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=143.519 64.6195 36.9013 threshold=0.10384000000000002 0.059940000000000007 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013489342345660761 0.0002146248635871395 0.00018823742601715242 -2.9991681387286351e-05 leaf_weight=296.01590376347303 153.00142060220242 39.76061475276947 45.276467010378838 leaf_count=1730 379 98 143 internal_value=0 -9.66217e-05 0.00015877 internal_weight=0 335.777 198.278 internal_count=2350 1828 522 is_linear=0 shrinkage=0.000238034 Tree=583 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=79.9046 63.556 29.141 threshold=0.10384000000000002 -0.10075499999999998 0.25694000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042063821881953972 0.00052413562771654574 -0.00041952055711487696 -0.00038875836946748363 leaf_weight=63.149138040840626 143.66865618526936 236.29325820505619 22.356221355497837 leaf_count=228 428 1600 94 internal_value=0 -0.000242325 0.000401179 internal_weight=0 299.442 166.025 internal_count=2350 1828 522 is_linear=0 shrinkage=0.00074402 Tree=584 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=131.18 74.7341 39.1254 threshold=0.080235000000000015 0.097665000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030622599664681789 -0.00016211963707432698 0.0004700368276936408 6.9226254712363171e-05 leaf_weight=94.229524224996567 258.78034508228302 16.055552005767822 140.29200932383537 leaf_count=206 1601 29 388 internal_value=0 -0.00012516 0.000164469 internal_weight=0 274.836 234.522 internal_count=2224 1630 594 is_linear=0 shrinkage=0.000284472 Tree=585 num_leaves=4 num_cat=0 split_feature=159 12 50 split_gain=75.8054 67.6897 8.43853 threshold=-1.0000000180025095e-35 0.081180000000000016 0.096900000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067073216719097423 0.00049443976715805177 -0.00018867468765110059 -0.0013710956615817925 leaf_weight=30.320600904524326 189.5638954937458 202.34902145713568 18.87502808868885 leaf_count=227 539 1325 133 internal_value=0 0.000141748 -0.00093987 internal_weight=0 391.913 49.1956 internal_count=2224 1864 360 is_linear=0 shrinkage=0.000821458 Tree=586 num_leaves=4 num_cat=0 split_feature=159 12 50 split_gain=73.1684 65.0641 8.3153 threshold=-1.0000000180025095e-35 0.081180000000000016 0.096900000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006743148757148913 0.00049599378403587856 -0.00018854669357640751 -0.0013877906290804152 leaf_weight=30.075778447091579 188.43929690122604 201.90910123288631 18.597581684589386 leaf_count=227 539 1325 133 internal_value=0 0.000141921 -0.000947364 internal_weight=0 390.348 48.6734 internal_count=2224 1864 360 is_linear=0 shrinkage=0.000837887 Tree=587 num_leaves=4 num_cat=0 split_feature=159 12 51 split_gain=70.6206 62.5361 4.59295 threshold=-1.0000000180025095e-35 0.081180000000000016 0.11394000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063606865565717671 0.00038459725690152781 -0.00014564751044526255 -0.0011486032448961528 leaf_weight=38.605249896645546 187.33444737643003 201.47881639748812 9.55316613614559 leaf_count=298 539 1325 62 internal_value=0 0.000109837 -0.000738155 internal_weight=0 388.813 48.1584 internal_count=2224 1864 360 is_linear=0 shrinkage=0.000660668 Tree=588 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=128.831 75.7928 36.4064 threshold=0.078300000000000008 -0.17035999999999998 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026558536767902258 0.0001665688679358937 -0.00018194257941853649 5.8213819068708928e-05 leaf_weight=100.42396584153175 53.007570818066597 230.26244028657675 139.9747763723135 leaf_count=223 159 1505 387 internal_value=0 -0.00011672 0.000144855 internal_weight=0 283.27 240.399 internal_count=2274 1664 610 is_linear=0 shrinkage=0.000262808 Tree=589 num_leaves=4 num_cat=0 split_feature=40 13 1 split_gain=70.0584 79.3283 12.1597 threshold=-0.026419999999999996 -0.10899499999999999 0.098370000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026759166984131265 0.00085517050039010081 -0.00036202279258878577 0.0010205124993552109 leaf_weight=28.460888028144836 56.49446813762188 304.78926275670528 58.145038098096848 leaf_count=70 178 1861 165 internal_value=0 -0.000171653 0.000773197 internal_weight=0 361.284 86.6059 internal_count=2274 2039 235 is_linear=0 shrinkage=0.000943597 Tree=590 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=123.09 55.7653 32.1535 threshold=0.10491000000000002 0.048375000000000008 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017607398559687146 0.00021010452269370206 0.00024660786764549883 -6.5583159259070028e-05 leaf_weight=334.24229349941015 122.20939467847347 25.070371881127357 42.658981584012508 leaf_count=1733 348 53 140 internal_value=0 -0.000146571 0.000138772 internal_weight=0 359.313 164.868 internal_count=2274 1786 488 is_linear=0 shrinkage=0.000273426 Tree=591 num_leaves=4 num_cat=0 split_feature=40 13 1 split_gain=68.3666 78.6643 3.16402 threshold=-0.075779999999999986 -0.17446999999999999 0.10587000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050799514873673584 0.00082055590636438474 -0.00021812822136914957 0.00081574334822196804 leaf_weight=32.650355339050293 40.029455997049809 341.1316974312067 33.360653162002563 leaf_count=76 114 1988 96 internal_value=0 -0.00010901 0.000663716 internal_weight=0 381.161 66.011 internal_count=2274 2102 172 is_linear=0 shrinkage=0.000701106 Tree=592 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=118.14 65.6565 41.0596 threshold=0.045590000000000006 -0.060004999999999996 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027343993412087245 -0.00017653872348372183 0.00012019140662788615 4.7958760388628111e-05 leaf_weight=91.317095637321472 220.65572423487902 63.804834686219692 129.83516222238541 leaf_count=204 1458 219 369 internal_value=0 -0.000109978 0.000141079 internal_weight=0 284.461 221.152 internal_count=2250 1677 573 is_linear=0 shrinkage=0.000257655 Tree=593 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=120.411 68.128 31.7318 threshold=0.10384000000000002 0.059940000000000007 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015825186600595281 0.00024304136318631291 0.00026510197168917862 -4.3477417847282339e-05 leaf_weight=283.85128442943096 149.36549071967602 36.052724346518517 41.601703315973282 leaf_count=1658 378 84 130 internal_value=0 -0.000110528 0.000180626 internal_weight=0 319.904 190.967 internal_count=2250 1742 508 is_linear=0 shrinkage=0.000290162 Tree=594 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=64.3204 57.3441 29.89 threshold=0.10384000000000002 0.059940000000000007 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035217328798522714 0.00056090773213873096 0.0006923430983182408 -0.00022078799350591012 leaf_weight=246.81555993109941 121.91494201123714 34.484329536557198 36.625374920666218 leaf_count=1658 378 84 130 internal_value=0 -0.000224089 0.000380319 internal_weight=0 281.3 158.54 internal_count=2250 1742 508 is_linear=0 shrinkage=0.0007589 Tree=595 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=118.162 64.5452 32.0892 threshold=0.10384000000000002 0.059940000000000007 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001480740525428645 0.00023534415861353619 0.00024987124352788512 -4.261790722675693e-05 leaf_weight=281.09947503358126 148.71705401688814 35.714930325746536 41.261312231421471 leaf_count=1658 378 84 130 internal_value=0 -0.000103201 0.000174975 internal_weight=0 316.814 189.978 internal_count=2250 1742 508 is_linear=0 shrinkage=0.000278894 Tree=596 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=147.544 54.5599 35.5384 threshold=0.10098000000000001 0.082380000000000009 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001630031052476938 0.00022455284550310683 0.00018533693393407485 -0.00011581061262068039 leaf_weight=282.74104230850935 196.59105503559113 41.744851395487785 28.400776773691177 leaf_count=1615 472 115 109 internal_value=0 -0.000118181 0.000181582 internal_weight=0 324.486 224.992 internal_count=2311 1730 581 is_linear=0 shrinkage=0.000284472 Tree=597 num_leaves=4 num_cat=0 split_feature=1 457 12 split_gain=72.4196 52.3909 19.4413 threshold=0.10491000000000002 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033665759559706161 0.00073415741738329539 0.00052527894867563697 0.00020336641472473293 leaf_weight=256.41092035919428 63.309696964919567 46.028933815658092 96.315632574260235 leaf_count=1676 208 130 297 internal_value=0 -0.000205453 0.000413948 internal_weight=0 302.44 159.625 internal_count=2311 1806 505 is_linear=0 shrinkage=0.00074402 Tree=598 num_leaves=4 num_cat=0 split_feature=1 457 12 split_gain=69.6982 50.2311 19.2209 threshold=0.10491000000000002 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038728871831672951 0.00085537864206056493 0.00060244405532550052 0.00023353105063800354 leaf_weight=255.3064239025116 62.249369993805885 45.968902334570885 96.071673721075058 leaf_count=1676 208 130 297 internal_value=0 -0.000236246 0.000478106 internal_weight=0 301.275 158.321 internal_count=2311 1806 505 is_linear=0 shrinkage=0.000871738 Tree=599 num_leaves=4 num_cat=0 split_feature=1 457 12 split_gain=67.0744 48.1587 18.9986 threshold=0.10491000000000002 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031192432238045094 0.00069778454856983801 0.00048377958614913291 0.00018775287254620081 leaf_weight=254.22344187647104 61.207245782017708 45.908198781311512 95.832770697772503 leaf_count=1676 208 130 297 internal_value=0 -0.00019019 0.000386601 internal_weight=0 300.132 157.04 internal_count=2311 1806 505 is_linear=0 shrinkage=0.000715128 Tree=600 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=85.3278 56.3716 24.4974 threshold=0.10384000000000002 -0.060004999999999996 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005140072816529318 0.00060175490166236264 0.00034164085451641129 -0.0001244333000941224 leaf_weight=214.26521541923285 121.11732860654593 65.099077716469765 40.096705541014671 leaf_count=1540 388 223 140 internal_value=0 -0.000314609 0.000421146 internal_weight=0 279.364 161.214 internal_count=2291 1763 528 is_linear=0 shrinkage=0.000805351 Tree=601 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=71.2856 60.5228 7.87022 threshold=0.28251000000000009 -0.026419999999999996 -0.13056499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048912299347692511 0.00028134303337247908 -0.00032656811379395804 0.00079585418440055009 leaf_weight=63.55390714854002 25.862197130918503 297.79123775660992 50.820495620369911 leaf_count=164 83 1875 169 internal_value=0 -0.000183085 0.000622442 internal_weight=0 361.345 76.6827 internal_count=2291 2039 252 is_linear=0 shrinkage=0.0007589 Tree=602 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=143.137 66.3587 32.8946 threshold=0.10293500000000001 0.059940000000000007 0.25694000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017997842848926969 0.00022235252300836363 0.00024775876411128796 -0.00011006261378855663 leaf_weight=271.41130299121141 172.35735852271318 32.89297790825367 27.992204055190086 leaf_count=1660 447 78 106 internal_value=0 -0.000133731 0.000175902 internal_weight=0 304.304 200.35 internal_count=2291 1738 553 is_linear=0 shrinkage=0.000284472 Tree=603 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=81.2441 56.5624 23.5092 threshold=0.10384000000000002 -0.10075499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040709010530472201 0.00054836581561481482 -0.00044710942490420265 -0.00011004300189861496 leaf_weight=53.051817916333675 119.37208078801632 224.2119507715106 40.09684382379055 leaf_count=202 388 1561 140 internal_value=0 -0.00028365 0.000382822 internal_weight=0 277.264 159.469 internal_count=2291 1763 528 is_linear=0 shrinkage=0.00074402 Tree=604 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=67.3153 61.1094 4.90731 threshold=0.28251000000000009 0.041935000000000007 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025992661099269449 0.00033119493454143685 0.00046990062526591693 0.00068862804836480353 leaf_weight=298.84764713793993 26.344262093305588 60.137841887772083 46.387980908155441 leaf_count=1858 80 189 158 internal_value=0 -0.000137646 0.000559284 internal_weight=0 358.985 72.7322 internal_count=2285 2047 238 is_linear=0 shrinkage=0.000660668 Tree=605 num_leaves=4 num_cat=0 split_feature=4 457 2 split_gain=65.0978 58.5943 4.90685 threshold=0.28251000000000009 0.048350000000000011 0.10882500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028628989270345414 0.00086052467975796464 0.00052250264428110773 0.00046364095165496162 leaf_weight=298.53106010705233 29.046738594770432 59.44235023856163 42.666562683880329 leaf_count=1861 87 186 151 internal_value=0 -0.000151967 0.000624581 internal_weight=0 357.973 71.7133 internal_count=2285 2047 238 is_linear=0 shrinkage=0.00074402 Tree=606 num_leaves=4 num_cat=0 split_feature=4 457 2 split_gain=62.9346 56.1694 4.87733 threshold=0.28251000000000009 0.041935000000000007 0.10882500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030444363711133922 0.0009274928712413959 0.00055134740179345213 0.00049593607994719198 leaf_weight=297.263582713902 28.522678822278976 59.721154160797596 42.213173061609268 leaf_count=1858 87 189 151 internal_value=0 -0.000161254 0.000670155 internal_weight=0 356.985 70.7359 internal_count=2285 2047 238 is_linear=0 shrinkage=0.000805351 Tree=607 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=62.629 47.9457 21.2291 threshold=0.10384000000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054492584356125083 0.00063015677426990773 -0.00044581407151102415 -0.00013401305185778699 leaf_weight=46.458355948328972 112.26312828063965 228.44419893249869 38.623660020530224 leaf_count=156 373 1621 135 internal_value=0 -0.000278353 0.000434554 internal_weight=0 274.903 150.887 internal_count=2285 1777 508 is_linear=0 shrinkage=0.000889172 Tree=608 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=117.944 88.9726 55.4749 threshold=0.093205000000000024 -0.16223499999999996 -0.24084499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026441434747674457 -0.00029207154969954416 -0.00023881303753379288 0.00019548093635979807 leaf_weight=39.691975682973862 24.642508372664452 206.80447285622358 215.49956838786602 leaf_count=102 108 1432 601 internal_value=0 -0.000157767 0.000145431 internal_weight=0 246.496 240.142 internal_count=2243 1534 709 is_linear=0 shrinkage=0.000307922 Tree=609 num_leaves=4 num_cat=0 split_feature=40 13 1 split_gain=66.3334 78.9407 11.306 threshold=-0.024094999999999995 -0.10899499999999999 0.097070000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016337254533044184 0.00067451202220388158 -0.00034804181584484236 0.00079274115535271151 leaf_weight=24.829697042703629 53.694613225758076 286.67438913881779 55.024193242192268 leaf_count=64 178 1833 168 internal_value=0 -0.000186701 0.000597132 internal_weight=0 340.369 79.8539 internal_count=2243 2011 232 is_linear=0 shrinkage=0.000774078 Tree=610 num_leaves=4 num_cat=0 split_feature=4 123 1 split_gain=64.1033 64.0126 10.8718 threshold=0.18599000000000002 1.0000000180025095e-35 0.11588000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003524000526899107 0.00025661564229436946 0.00067572820731404213 0.00077758689033782455 leaf_weight=274.49549810960889 50.622918009757996 43.75368843972683 49.315933495759964 leaf_count=1794 161 112 176 internal_value=0 -0.000211018 0.000513794 internal_weight=0 318.249 99.9389 internal_count=2243 1906 337 is_linear=0 shrinkage=0.00078956 Tree=611 num_leaves=4 num_cat=0 split_feature=150 0 1 split_gain=62.5997 61.7554 24.0499 threshold=0.081245000000000026 -0.010949999999999998 0.089840000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032043207524576003 -0.00011827854596880053 0.00039252986791739444 0.00063561863263882599 leaf_weight=253.15102002769709 25.014029562473297 67.061268180608749 70.516275145113468 leaf_count=1722 122 204 195 internal_value=0 -0.000171104 0.000438231 internal_weight=0 320.212 95.5303 internal_count=2243 1926 317 is_linear=0 shrinkage=0.000660668 Tree=612 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=67.1592 60.3124 threshold=-0.23832999999999996 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011288865552184649 -0.0011105683618779743 2.4251985570351278e-05 leaf_weight=40.074132576584816 43.459344975650311 338.02279353141785 leaf_count=117 351 1790 internal_value=0 -0.000105079 internal_weight=0 381.482 internal_count=2258 2141 is_linear=0 shrinkage=0.000906956 Tree=613 num_leaves=4 num_cat=0 split_feature=12 0 15 split_gain=110.257 70.6542 37.4414 threshold=0.083325000000000024 -0.060004999999999996 0.030370000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019989017033554833 -0.00023377554866173256 0.00014478549490941573 -0.0002224041890049335 leaf_weight=212.66230457276106 193.01523497700691 65.000939227640629 22.92980669438839 leaf_count=570 1365 224 99 internal_value=0 -0.000138403 0.000158774 internal_weight=0 258.016 235.592 internal_count=2258 1589 669 is_linear=0 shrinkage=0.00031408 Tree=614 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=65.3466 57.2426 threshold=-0.23832999999999996 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00099431897551062226 -0.00024713729200318777 0.00053294267567040798 leaf_weight=39.659355163574219 305.85749381408095 76.194642022252083 leaf_count=117 1906 235 internal_value=0 -9.1543e-05 internal_weight=0 382.052 internal_count=2258 2141 is_linear=0 shrinkage=0.000805351 Tree=615 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=100.498 85.2718 35.2773 threshold=0.045590000000000006 -0.060004999999999996 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017740752624147347 -0.00018566764810304154 0.00015286900422090073 -0.00014946868307717215 leaf_weight=189.91679544001818 206.49895104020834 68.396924987435341 25.900483265519142 leaf_count=503 1438 233 84 internal_value=0 -0.000101431 0.000138169 internal_weight=0 274.896 215.817 internal_count=2258 1671 587 is_linear=0 shrinkage=0.000262808 Tree=616 num_leaves=4 num_cat=0 split_feature=484 42 484 split_gain=60.5057 54.4677 6.43758 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.070384999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062248559375041341 -0.00043958399493476913 0.00026729801202148191 -0.0012467952101905583 leaf_weight=35.294844202697277 80.486556217074394 285.10196033865213 13.057891651988028 leaf_count=275 571 1287 92 internal_value=0 0.000111659 -0.000791509 internal_weight=0 365.589 48.3527 internal_count=2225 1858 367 is_linear=0 shrinkage=0.0007589 Tree=617 num_leaves=4 num_cat=0 split_feature=13 40 15 split_gain=58.4581 55.8988 0.30054 threshold=-0.17446999999999999 -0.075779999999999986 -0.072714999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073733067718717907 0.00059570027196898738 -0.00019888176032798748 0.00086208666732286892 leaf_weight=21.785558201372623 52.78697207570076 317.62919383496046 20.827171146869659 leaf_count=81 159 1930 55 internal_value=0 -8.56232e-05 0.000798665 internal_weight=0 370.416 42.6127 internal_count=2225 2089 136 is_linear=0 shrinkage=0.000715128 Tree=618 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=89.7248 75.1723 4.90768 threshold=0.28251000000000009 -0.23832999999999996 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036852026947969442 0.00018248426393477425 -9.8170632121064467e-05 0.00033509850056517751 leaf_weight=34.487992711365223 29.084357276558876 355.56389542669058 57.0028146058321 leaf_count=79 76 1911 159 internal_value=0 -5.68903e-05 0.00028359 internal_weight=0 390.052 86.0872 internal_count=2225 1990 235 is_linear=0 shrinkage=0.000301884 Tree=619 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=92.1202 67.3374 26.9542 threshold=0.079705000000000012 0.28251000000000009 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018873007995841377 -0.00017258161366470574 0.00033309843199410671 -0.00013425350783158373 leaf_weight=192.41235488653183 224.49682189524174 26.853045463562012 26.817103445529938 leaf_count=530 1556 53 86 internal_value=0 -0.000118536 0.000149213 internal_weight=0 251.35 219.229 internal_count=2225 1609 616 is_linear=0 shrinkage=0.000301884 Tree=620 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=115.138 71.9834 53.4894 threshold=0.094405000000000003 -0.060004999999999996 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019866758682744422 0.00019082277051088589 0.00015020403160570026 -0.0001774860171380911 leaf_weight=191.30288193374872 205.90887223184109 54.620286390185356 32.840393833816051 leaf_count=1365 566 177 135 internal_value=0 -0.000121176 0.000140151 internal_weight=0 245.923 238.749 internal_count=2243 1542 701 is_linear=0 shrinkage=0.000268065 Tree=621 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=113.023 65.0642 64.0672 threshold=0.094405000000000003 -0.24600999999999998 -0.060004999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025754281395507921 -0.00033620483818512699 0.00015952558050162747 9.4573620527999187e-05 leaf_weight=220.23140348494053 26.363599568605423 191.77529225498438 56.960313513875008 leaf_count=1365 112 589 177 internal_value=0 9.95889e-05 -0.000185185 internal_weight=0 218.139 277.192 internal_count=2243 701 1542 is_linear=0 shrinkage=0.000295965 Tree=622 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=117.632 75.3649 67.0569 threshold=0.094405000000000003 -0.060004999999999996 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020667359856210002 -0.00028118636922042604 0.00015805769625231909 0.00019028225737299946 leaf_weight=193.79490017145872 25.161950930953026 54.183744423091412 216.29526083916426 leaf_count=1365 112 177 589 internal_value=0 -0.000126973 0.000141133 internal_weight=0 247.979 241.457 internal_count=2243 1542 701 is_linear=0 shrinkage=0.000273426 Tree=623 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=63.1877 71.7858 64.4395 threshold=0.089790000000000023 -0.060004999999999996 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066631476565604333 -0.0012457762776629379 0.00054144395926557633 0.00044036713742557162 leaf_weight=139.94981853663921 17.923381574451923 48.351136088371277 214.20524864643812 leaf_count=1228 101 168 746 internal_value=0 -0.000356168 0.000310083 internal_weight=0 188.301 232.129 internal_count=2243 1396 847 is_linear=0 shrinkage=0.000854645 Tree=624 num_leaves=4 num_cat=0 split_feature=484 15 151 split_gain=57.8287 55.3447 5.46442 threshold=-1.0000000180025095e-35 0.050935000000000008 -0.04886999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003465283323977419 0.00028228785632058821 -0.00045202954206447214 -0.00098906474840949627 leaf_weight=11.281458824872969 278.93623393028975 87.417241804301739 36.266400270164013 leaf_count=77 1135 733 289 internal_value=0 0.000107055 -0.000836813 internal_weight=0 366.353 47.5479 internal_count=2234 1868 366 is_linear=0 shrinkage=0.000805351 Tree=625 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=55.7759 53.101 5.26616 threshold=-1.0000000180025095e-35 0.050935000000000008 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0009545014724526128 0.00027088308554572819 -0.0004362356704169162 -0.00032677898479411155 leaf_weight=36.231996286660433 278.59291517734528 86.821305267512798 10.852436006069182 leaf_count=284 1135 733 82 internal_value=0 0.00010286 -0.00081001 internal_weight=0 365.414 47.0844 internal_count=2234 1868 366 is_linear=0 shrinkage=0.00078956 Tree=626 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=94.8191 57.7443 23.2121 threshold=0.10491000000000002 -0.10075499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017585565747621845 0.00025795731140224352 -0.00017045469671068329 -1.6346887336251628e-05 leaf_weight=59.356677629053593 129.3686930462718 237.41736298799515 39.788074120879173 leaf_count=217 367 1520 130 internal_value=0 -0.000101184 0.000193443 internal_weight=0 296.774 169.157 internal_count=2234 1737 497 is_linear=0 shrinkage=0.00031408 Tree=627 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=107.738 57.2101 24.1329 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014370567164194369 0.00022317816184472126 0.00017606999481368973 -1.1186757673936072e-05 leaf_weight=258.97191020846367 135.70231837779284 47.57394140958786 41.140530742704868 leaf_count=1601 367 136 130 internal_value=0 -9.40707e-05 0.00016866 internal_weight=0 306.546 176.843 internal_count=2234 1737 497 is_linear=0 shrinkage=0.000268065 Tree=628 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=107.95 59.2727 32.9435 threshold=0.10508500000000001 -0.10075499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2684244109612376e-05 0.00021564190352898181 -0.00021247318422450774 -8.2778842532474126e-05 leaf_weight=69.069498181343079 111.46554215997458 271.2383461073041 40.913372658193111 leaf_count=233 356 1551 136 internal_value=0 -0.000152566 0.000135516 internal_weight=0 340.308 152.379 internal_count=2276 1784 492 is_linear=0 shrinkage=0.000284472 Tree=629 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=57.4598 60.2535 25.5027 threshold=0.10508500000000001 -0.10075499999999998 0.10350500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052303550200488485 0.0006465242522158322 -0.00047197210188836534 -0.00025725103393916252 leaf_weight=61.895722068846226 110.45893665403128 215.92681195214391 31.776486754417419 leaf_count=233 381 1551 111 internal_value=0 -0.000250275 0.000444606 internal_weight=0 277.823 142.235 internal_count=2276 1784 492 is_linear=0 shrinkage=0.000889172 Tree=630 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=107.065 58.6529 38.6479 threshold=0.078300000000000008 -0.026779999999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028766825659810402 0.00017199156584513117 -0.0001837763989550512 4.5761712963259615e-05 leaf_weight=89.82417918741703 45.110470540821552 221.8903838545084 131.94501643627882 leaf_count=219 145 1523 389 internal_value=0 -0.000123661 0.000143759 internal_weight=0 267.001 221.769 internal_count=2276 1668 608 is_linear=0 shrinkage=0.000284472 Tree=631 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=56.7151 55.2203 4.48653 threshold=1.0000000180025095e-35 -0.10075499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037170948861259463 0.00041388520326497778 -0.0002833518187579436 0.00079455940809057947 leaf_weight=87.145990431308746 30.771651908755302 268.63726163655519 32.783379063010216 leaf_count=310 100 1766 100 internal_value=0 -0.000122889 0.000610427 internal_weight=0 355.783 63.555 internal_count=2276 2076 200 is_linear=0 shrinkage=0.000715128 Tree=632 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=108.791 68.4248 28.9598 threshold=0.081180000000000016 -0.028439999999999997 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.1923659678650577e-05 0.00022388341017343899 -0.00020639747478900424 0.0002262885030294917 leaf_weight=53.113124266266823 45.894785903394222 218.19420167058706 185.91486263275146 leaf_count=167 138 1514 484 internal_value=0 -0.00013161 0.000166692 internal_weight=0 264.089 239.028 internal_count=2303 1652 651 is_linear=0 shrinkage=0.000320362 Tree=633 num_leaves=4 num_cat=0 split_feature=52 484 160 split_gain=60.2009 56.1582 6.08265 threshold=0.18829500000000002 -0.0048499999999999993 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007622756380140553 -0.0011513874408674977 0.00020803113349724642 -0.00054602107275593566 leaf_weight=39.761082846671343 22.443769589066505 351.98478632420301 17.959475014358759 leaf_count=324 167 1707 105 internal_value=0 0.000109515 -0.000882684 internal_weight=0 391.746 40.4032 internal_count=2303 2031 272 is_linear=0 shrinkage=0.000774078 Tree=634 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=107.924 64.5807 32.1459 threshold=0.081180000000000016 0.12796000000000002 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001518236138485027 -0.00022351677840620648 0.00034323693299649117 -0.00020033772143626774 leaf_weight=186.56104194372892 266.89657531678677 20.512598440051079 28.288244336843491 leaf_count=557 1607 45 94 internal_value=0 -0.000183047 0.000105442 internal_weight=0 287.409 214.849 internal_count=2303 1652 651 is_linear=0 shrinkage=0.000307922 Tree=635 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=60.0295 59.2059 32.7001 threshold=0.083325000000000024 -0.028439999999999997 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038158710486279159 0.000528660416411967 -0.00043811722620460297 -0.00058757864640062276 leaf_weight=192.43852681666613 41.553392753005028 178.08733990415931 20.479064978659153 leaf_count=599 135 1475 94 internal_value=0 -0.000255184 0.000288325 internal_weight=0 219.641 212.918 internal_count=2303 1610 693 is_linear=0 shrinkage=0.000729431 Tree=636 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=60.2908 53.321 5.72617 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.084760000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010298008708200315 0.00047247756129628545 -1.6333125838350541e-05 0.00097048671859090792 leaf_weight=41.228277813643217 30.109124563634396 313.10121177136898 35.264878407120705 leaf_count=355 97 1703 105 internal_value=0 -0.000134305 0.000741325 internal_weight=0 354.329 65.374 internal_count=2260 2058 202 is_linear=0 shrinkage=0.000837887 Tree=637 num_leaves=4 num_cat=0 split_feature=52 0 4 split_gain=58.9782 80.4335 0.691655 threshold=-0.42890999999999996 -0.060199999999999997 -0.054444999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012957305020599727 -0.00014707246549800778 0.00074770359320773213 -0.0010274633783154625 leaf_weight=15.31418973952532 283.16327334940434 104.50554579496384 15.294245056807993 leaf_count=79 1724 316 141 internal_value=0 9.41611e-05 -0.00116241 internal_weight=0 387.669 30.6084 internal_count=2260 2040 220 is_linear=0 shrinkage=0.000871738 Tree=638 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=57.9311 51.7247 5.66838 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.084760000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096196457560151951 0.00043825956416876778 -1.4740364992308071e-05 0.00090854743521797874 leaf_weight=40.594819512218237 29.857919164001942 312.20502635091543 34.513956978917122 leaf_count=355 97 1703 105 internal_value=0 -0.000123779 0.000690606 internal_weight=0 352.8 64.3719 internal_count=2260 2058 202 is_linear=0 shrinkage=0.00078956 Tree=639 num_leaves=4 num_cat=0 split_feature=52 0 4 split_gain=57.115 76.9757 0.633586 threshold=-0.42890999999999996 -0.060199999999999997 -0.054444999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011620803238839821 -0.00013020705665365054 0.00066543351287241402 -0.00092704901541065614 leaf_weight=15.104819715023043 282.05625998973846 103.64216630160809 14.969753064215181 leaf_count=79 1724 316 141 internal_value=0 8.36142e-05 -0.00104575 internal_weight=0 385.698 30.0746 internal_count=2260 2040 220 is_linear=0 shrinkage=0.00078956 Tree=640 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=125.892 66.5737 31.1244 threshold=0.083325000000000024 0.12608000000000003 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7311872582269449e-05 -0.00019949883114300768 0.00029546439184045462 0.00018584710632154965 leaf_weight=57.05393985658884 223.20210666209459 22.333181783556938 171.26513352245092 leaf_count=199 1578 46 466 internal_value=0 -0.000154459 0.000127585 internal_weight=0 245.535 228.319 internal_count=2289 1624 665 is_linear=0 shrinkage=0.000273426 Tree=641 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=115.789 75.7071 4.2395 threshold=0.28251000000000009 0.083325000000000024 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5355868908547809e-05 0.0001435707112735941 -0.00022862381623046739 0.00027767668540351886 leaf_weight=154.80973964929581 27.257763043045998 246.43197171390057 50.233393773436546 leaf_count=467 81 1568 173 internal_value=0 -0.000134494 0.000230551 internal_weight=0 401.242 77.4912 internal_count=2289 2035 254 is_linear=0 shrinkage=0.000273426 Tree=642 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=70.3349 54.0282 4.36914 threshold=0.28251000000000009 0.083325000000000024 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014749202409389533 0.00040932349851501552 -0.00052789795461035348 0.00084079972154010288 leaf_weight=149.02981050312519 25.850558497011662 188.07905229181051 45.722283259034157 leaf_count=467 81 1568 173 internal_value=0 -0.000229329 0.000685111 internal_weight=0 337.109 71.5728 internal_count=2289 2035 254 is_linear=0 shrinkage=0.000837887 Tree=643 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=67.9857 52.7935 4.35834 threshold=0.28251000000000009 -0.17446999999999999 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081685681899795195 0.00035106832855155853 -0.00027883706181832914 0.00072833515279557934 leaf_weight=25.288428001105785 25.652811028063297 310.11465772986412 44.928693056106567 leaf_count=70 81 1965 173 internal_value=0 -0.000196183 0.00059135 internal_weight=0 335.403 70.5815 internal_count=2289 2035 254 is_linear=0 shrinkage=0.000729431 Tree=644 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=94.8653 88.5338 61.5497 threshold=0.077765000000000015 -0.16223499999999996 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030919328992429326 -0.0003853949900259699 -0.00026509455564200653 0.00013102850325298138 leaf_weight=26.794256404042244 20.848970770835876 143.92280884832144 282.2746294438839 leaf_count=60 112 1132 958 internal_value=0 -0.000174935 9.54866e-05 internal_weight=0 170.717 303.124 internal_count=2262 1192 1070 is_linear=0 shrinkage=0.000290162 Tree=645 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=56.4867 91.5673 56.5467 threshold=0.077765000000000015 -0.018054999999999998 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072278164557121219 -0.0010822765909867043 0.00085877353749156695 0.00032115220144533622 leaf_weight=118.23797091841698 20.123005300760269 29.690913408994675 246.58962086960673 leaf_count=1121 112 71 958 internal_value=0 -0.000405277 0.000215196 internal_weight=0 147.929 266.713 internal_count=2262 1192 1070 is_linear=0 shrinkage=0.000805351 Tree=646 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=54.4356 75.3122 54.5158 threshold=0.077765000000000015 -0.16223499999999996 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079938991127421729 -0.0010296252235425145 -0.00064516208637228889 0.00030251205554098653 leaf_weight=26.360969617962837 19.877637259662151 120.01259317994118 245.98229415342212 leaf_count=60 112 1132 958 internal_value=0 -0.000384937 0.000202845 internal_weight=0 146.374 265.86 internal_count=2262 1192 1070 is_linear=0 shrinkage=0.000774078 Tree=647 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=52.4368 85.805 52.5626 threshold=0.077765000000000015 -0.018054999999999998 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084919133706753882 -0.0012673030875080544 0.00098360284152008049 0.00036859912118818877 leaf_weight=115.15327332541347 19.632660575211048 29.763856910169125 245.38898410275578 leaf_count=1121 112 71 958 internal_value=0 -0.000472682 0.00024733 internal_weight=0 144.917 265.022 internal_count=2262 1192 1070 is_linear=0 shrinkage=0.000962469 Tree=648 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=108.426 63.9483 42.0445 threshold=0.097070000000000004 -0.10075499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001621462750869626 0.00022494826214403515 -0.00019091179881044939 -9.5146768919185661e-05 leaf_weight=54.07259364426136 166.4354649707675 214.41745797544718 43.586013317108154 leaf_count=195 471 1462 155 internal_value=0 -0.000119801 0.000158516 internal_weight=0 268.49 210.021 internal_count=2283 1657 626 is_linear=0 shrinkage=0.000290162 Tree=649 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=106.572 63.268 41.8159 threshold=0.097070000000000004 -0.10075499999999998 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016564902131140568 0.00021429770612496353 -0.00019856346464414208 -0.00018410650774540636 leaf_weight=54.42557255923748 181.93581113219261 215.60471749305725 27.64370884001255 leaf_count=195 509 1462 117 internal_value=0 -0.000125149 0.000161736 internal_weight=0 270.03 209.58 internal_count=2283 1657 626 is_linear=0 shrinkage=0.000301884 Tree=650 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=94.1607 60.0525 42.2007 threshold=0.097070000000000004 -0.11372999999999998 0.26963000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022011393671062012 0.00023793163171890625 -0.00020488174252017473 -0.00021523009349612475 leaf_weight=46.647152408957481 177.3051030933857 217.70840329676867 27.410065025091171 leaf_count=150 509 1507 117 internal_value=0 -0.000129878 0.000177242 internal_weight=0 264.356 204.715 internal_count=2283 1657 626 is_linear=0 shrinkage=0.000339971 Tree=651 num_leaves=4 num_cat=0 split_feature=484 403 151 split_gain=58.4027 49.9529 3.00691 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.04886999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042340977579594281 -0.00049861584263333268 0.00020537250132410939 -0.00086556967137578608 leaf_weight=9.816857133060692 59.018061280250549 308.13065433502197 33.753217458724976 leaf_count=76 503 1408 296 internal_value=0 9.21884e-05 -0.000766175 internal_weight=0 367.149 43.5701 internal_count=2283 1911 372 is_linear=0 shrinkage=0.000701106 Tree=652 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=106.536 57.0505 24.7549 threshold=0.045590000000000006 -0.17035999999999998 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001852694401409519 0.00015279125573214024 -0.00018023596984631743 -9.4621050820641153e-05 leaf_weight=186.51421355456114 49.374350972473621 210.68370091170073 28.297268733382225 leaf_count=510 160 1516 90 internal_value=0 -0.000117001 0.000148394 internal_weight=0 260.058 214.811 internal_count=2276 1676 600 is_linear=0 shrinkage=0.000278894 Tree=653 num_leaves=4 num_cat=0 split_feature=40 13 124 split_gain=57.2661 52.9493 10.5183 threshold=-0.026419999999999996 -0.23832999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085313503499317403 0.00089236323398816703 -0.00024194923609405556 0.00022220392990324227 leaf_weight=48.97535540163517 29.197117984294891 308.83549988269806 26.383519992232323 leaf_count=150 96 1947 83 internal_value=0 -0.00014393 0.000632355 internal_weight=0 338.033 75.3589 internal_count=2276 2043 233 is_linear=0 shrinkage=0.000805351 Tree=654 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=109.652 56.2085 36.1955 threshold=0.045590000000000006 0.12608000000000003 -0.031049999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027640990869448969 -0.00015457454248193723 0.00029038088946948756 5.1554839818942973e-05 leaf_weight=86.419325262308121 238.38103501498699 22.292446002364159 127.09327448904514 leaf_count=218 1630 46 382 internal_value=0 -0.000116504 0.000142582 internal_weight=0 260.673 213.513 internal_count=2276 1676 600 is_linear=0 shrinkage=0.000268065 Tree=655 num_leaves=4 num_cat=0 split_feature=12 3 133 split_gain=56.6453 45.4232 23.4472 threshold=0.045590000000000006 0.10798000000000001 0.077415000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001815181212530473 -0.0003745733636964516 0.0012766277805017383 0.00089835218713128252 leaf_weight=145.47627164423466 213.81597331911325 12.354611888527868 41.067839771509171 leaf_count=473 1654 22 127 internal_value=0 -0.000284276 0.000339406 internal_weight=0 226.171 186.544 internal_count=2276 1676 600 is_linear=0 shrinkage=0.000837887 Tree=656 num_leaves=4 num_cat=0 split_feature=159 42 16 split_gain=54.003 57.6173 6.75281 threshold=-0.032739999999999991 -1.0000000180025095e-35 -0.10803999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025737437580535227 -0.00045779289525766059 0.00024479561173354681 -0.00097262532852488098 leaf_weight=9.176694165915249 79.158501386642456 287.99005463346839 30.146935723721981 leaf_count=55 592 1363 252 internal_value=0 9.32992e-05 -0.000805918 internal_weight=0 367.149 39.3236 internal_count=2262 1955 307 is_linear=0 shrinkage=0.000729431 Tree=657 num_leaves=4 num_cat=0 split_feature=159 42 16 split_gain=52.0985 55.2034 6.66348 threshold=-0.032739999999999991 -1.0000000180025095e-35 -0.10803999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031304046197504914 -0.00055893710370851185 0.00029766963478373878 -0.001198010265718593 leaf_weight=9.1711616069078428 78.809346497058868 287.87197015061975 29.754040602594614 leaf_count=55 592 1363 252 internal_value=0 0.000113543 -0.000989758 internal_weight=0 366.681 38.9252 internal_count=2262 1955 307 is_linear=0 shrinkage=0.000906956 Tree=658 num_leaves=4 num_cat=0 split_feature=159 42 16 split_gain=50.2584 52.8877 6.75283 threshold=-0.032739999999999991 -1.0000000180025095e-35 -0.10961499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028555120402870072 -0.00054879708242950003 0.00029111016839312401 -0.0011859959542302974 leaf_weight=8.9310065917670709 78.469441283494234 287.75798716768622 29.60246604308486 leaf_count=53 592 1363 254 internal_value=0 0.000111129 -0.000977542 internal_weight=0 366.227 38.5335 internal_count=2262 1955 307 is_linear=0 shrinkage=0.000906956 Tree=659 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=78.0191 51.0221 32.4128 threshold=0.104035 -0.10075499999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015949961265051654 0.00025131013167501484 -0.00015489978969978076 -6.6375931706691779e-05 leaf_weight=61.574036277830601 124.28458607196808 238.28222707659006 40.321886941790581 leaf_count=226 359 1540 137 internal_value=0 -9.03333e-05 0.000173491 internal_weight=0 299.856 164.606 internal_count=2262 1766 496 is_linear=0 shrinkage=0.000307922 Tree=660 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=48.4882 53.6627 threshold=-0.17446999999999999 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00086101304579338969 -0.00023509094774247386 0.00053022316174633054 leaf_weight=41.913048706948757 288.94520957022905 78.634133711457253 leaf_count=133 1889 260 internal_value=0 -7.13527e-05 internal_weight=0 367.579 internal_count=2282 2149 is_linear=0 shrinkage=0.000821458 Tree=661 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=46.853 51.5819 threshold=-0.17446999999999999 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00075594787138811496 -0.00020446523721978733 0.00046408866542475277 leaf_weight=41.445015154778957 288.39597346261144 77.993460565805435 leaf_count=133 1889 260 internal_value=0 -6.21331e-05 internal_weight=0 366.389 internal_count=2282 2149 is_linear=0 shrinkage=0.000729431 Tree=662 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=84.7073 87.4413 40.9317 threshold=-0.059315 -0.10075499999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011564153923127496 0.00025013936139677321 -0.00023643905845143167 -6.5775582983472044e-06 leaf_weight=94.847728431224823 125.03757505118847 158.80454046279192 89.868338383734226 leaf_count=324 374 1313 271 internal_value=0 -0.000104787 0.000142796 internal_weight=0 253.652 214.906 internal_count=2282 1637 645 is_linear=0 shrinkage=0.000290162 Tree=663 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=79.1142 84.8378 39.8797 threshold=-0.059315 -0.10075499999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012066778869061888 0.00025596245649518159 -0.00024173797242180636 -7.88045203101585e-06 leaf_weight=94.510842710733414 123.95182301104069 156.03599720820785 90.189693763852119 leaf_count=324 374 1313 271 internal_value=0 -0.000105033 0.000144849 internal_weight=0 250.547 214.142 internal_count=2282 1637 645 is_linear=0 shrinkage=0.000301884 Tree=664 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=92.7443 69.4346 6.67826 threshold=0.28251000000000009 0.081180000000000016 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5780160244200785e-05 0.00033395640240631302 -0.00019192886929070749 0.00014541043432723082 leaf_weight=155.97661097347736 58.030819699168205 223.42628683149815 25.762717083096504 leaf_count=442 154 1582 83 internal_value=0 -8.18725e-05 0.000276033 internal_weight=0 379.403 83.7935 internal_count=2261 2024 237 is_linear=0 shrinkage=0.000307922 Tree=665 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=59.4968 54.3656 21.8917 threshold=0.081245000000000026 0.12337000000000002 0.093260000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042182594043337442 6.9722903451850375e-07 0.00064622096720826192 0.00097846450933329631 leaf_weight=264.61403660476208 31.907206252217293 50.520486205816269 56.45625413954258 leaf_count=1780 143 177 161 internal_value=0 -0.000250574 0.000625478 internal_weight=0 315.135 88.3635 internal_count=2261 1957 304 is_linear=0 shrinkage=0.000943597 Tree=666 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=84.5233 63.8279 37.6449 threshold=0.081180000000000016 0.13052500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026669417377106144 -0.00017361978623189623 0.00033060207696355997 2.127894340427148e-05 leaf_weight=83.864975288510323 220.84451062232256 22.356938868761063 127.41023349761963 leaf_count=227 1587 47 400 internal_value=0 -0.000127246 0.000118711 internal_weight=0 243.201 211.275 internal_count=2261 1634 627 is_linear=0 shrinkage=0.000284472 Tree=667 num_leaves=4 num_cat=0 split_feature=150 15 1 split_gain=57.556 52.9064 21.5398 threshold=0.081245000000000026 -0.24297999999999997 0.093260000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064887478701090232 3.6594263864167277e-07 -0.00034549966534969058 0.00084629440051373691 leaf_weight=41.590460896492004 31.935956999659538 273.00974561646581 55.784194767475128 leaf_count=161 143 1796 161 internal_value=0 -0.000214011 0.000538387 internal_weight=0 314.6 87.7202 internal_count=2261 1957 304 is_linear=0 shrinkage=0.000821458 Tree=668 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=82.8663 81.8435 22.6201 threshold=0.083325000000000024 -0.23454999999999995 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5807479163503268e-05 0.00024384135128148688 -0.00017421659416548915 0.00018834776931628044 leaf_weight=56.891603328287601 44.350049562752247 203.43026372045279 163.56891444325447 leaf_count=196 124 1481 459 internal_value=0 -9.93756e-05 0.000135667 internal_weight=0 247.78 220.461 internal_count=2260 1605 655 is_linear=0 shrinkage=0.000278894 Tree=669 num_leaves=4 num_cat=0 split_feature=484 13 2 split_gain=57.8765 48.3833 3.74596 threshold=-1.0000000180025095e-35 -0.10899499999999999 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080520182744395175 0.00071426537023494335 1.4333383718551228e-05 -0.00031214503169077354 leaf_weight=36.901692815124989 57.911620691418648 299.66648262739182 9.5716021135449392 leaf_count=351 181 1682 46 internal_value=0 0.000127723 -0.000703822 internal_weight=0 357.578 46.4733 internal_count=2260 1863 397 is_linear=0 shrinkage=0.000701106 Tree=670 num_leaves=4 num_cat=0 split_feature=484 52 2 split_gain=55.8438 45.3435 3.75416 threshold=-1.0000000180025095e-35 0.18829500000000002 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083104233989478413 0.00019974361790125078 -0.00083960369570494175 -0.00031704479512108334 leaf_weight=36.370569333434105 333.18862061202526 23.919545158743858 9.5848022475838643 leaf_count=351 1673 190 46 internal_value=0 0.000130086 -0.000724015 internal_weight=0 357.108 45.9554 internal_count=2260 1863 397 is_linear=0 shrinkage=0.000729431 Tree=671 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=80.6169 83.0375 22.3419 threshold=0.083325000000000024 -0.23454999999999995 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.748872230378128e-05 0.00026422774758644166 -0.00018790166025089579 0.0002014360048783527 leaf_weight=57.254305429756641 45.257609270513058 202.99925638735294 164.60909706354141 leaf_count=196 124 1481 459 internal_value=0 -0.000105464 0.000144943 internal_weight=0 248.257 221.863 internal_count=2260 1605 655 is_linear=0 shrinkage=0.000301884 Tree=672 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=92.7162 80.0472 5.52902 threshold=0.27190000000000009 -0.036809999999999996 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014492222266995216 0.00014994850561395246 -0.00014214777532605595 0.00028505444106841695 leaf_weight=93.185969814658165 36.114692524075508 277.94515214860439 55.0765291005373 leaf_count=278 104 1709 155 internal_value=0 -7.00647e-05 0.000231591 internal_weight=0 371.131 91.1912 internal_count=2246 1987 259 is_linear=0 shrinkage=0.000268065 Tree=673 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=93.9137 46.9492 31.2498 threshold=0.10398500000000001 -0.047749999999999994 0.10372500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001261607705756931 0.00023492599119444684 -0.00017180498959899765 -9.8789000029686735e-05 leaf_weight=60.705260187387466 136.65919749438763 233.55602572113276 31.447259679436684 leaf_count=187 397 1554 108 internal_value=0 -0.000110331 0.000172495 internal_weight=0 294.261 168.106 internal_count=2246 1741 505 is_linear=0 shrinkage=0.000301884 Tree=674 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=52.6687 53.5095 threshold=-0.23832999999999996 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00097986646833705233 -0.00030599894988063127 0.00055577340867871258 leaf_weight=36.770027458667755 290.30187909677625 70.854503691196442 leaf_count=124 1890 232 internal_value=0 -0.000136909 internal_weight=0 361.156 internal_count=2246 2122 is_linear=0 shrinkage=0.000889172 Tree=675 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=90.748 72.157 5.68761 threshold=0.27190000000000009 -0.036809999999999996 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015366520299686786 0.00016624474662012086 -0.00015412396574312592 0.00032120603046241686 leaf_weight=92.736359320580959 35.621992349624634 275.85436996817589 55.064363375306129 leaf_count=278 104 1709 155 internal_value=0 -7.66812e-05 0.000260384 internal_weight=0 368.591 90.6864 internal_count=2246 1987 259 is_linear=0 shrinkage=0.000301884 Tree=676 num_leaves=4 num_cat=0 split_feature=4 49 2 split_gain=52.2365 47.301 3.42343 threshold=0.28251000000000009 -0.047749999999999994 0.10910500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051253312488981954 0.0010311445918067892 -0.00034936485788730775 0.00058882960942068137 leaf_weight=75.998102881014347 28.101075306534767 263.22701161727309 38.579335808753967 leaf_count=255 95 1784 143 internal_value=0 -0.000156252 0.000775476 internal_weight=0 339.225 66.6804 internal_count=2277 2039 238 is_linear=0 shrinkage=0.000962469 Tree=677 num_leaves=4 num_cat=0 split_feature=4 49 2 split_gain=50.5107 45.3336 3.40287 threshold=0.28251000000000009 -0.047749999999999994 0.10910500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038080890390558287 0.00077743761500769675 -0.00025957312688468031 0.00044082687980028927 leaf_weight=75.784363023936749 27.619125664234161 262.48855255544186 38.183521367609501 leaf_count=255 95 1784 143 internal_value=0 -0.000116093 0.000582296 internal_weight=0 338.273 65.8026 internal_count=2277 2039 238 is_linear=0 shrinkage=0.000729431 Tree=678 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=49.9062 57.6203 3.60393 threshold=-0.40083999999999992 0.10098000000000001 -0.065214999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082266749879787932 -0.00017695797968560897 0.00051887773493709453 -0.0014570046507934658 leaf_weight=25.55517291277647 227.05710330605507 140.81380382180214 8.8550529852509481 leaf_count=208 1542 484 43 internal_value=0 8.94075e-05 -0.000986624 internal_weight=0 367.871 34.4102 internal_count=2277 2026 251 is_linear=0 shrinkage=0.000854645 Tree=679 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=86.5102 65.1161 28.8252 threshold=0.080235000000000015 -0.23454999999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028646028559572588 0.00021788097109581264 -0.00019580252903190329 5.2501751344580252e-05 leaf_weight=83.803495600819588 43.825763791799545 203.67512988299131 123.52372512221336 leaf_count=226 135 1533 383 internal_value=0 -0.000122539 0.000147088 internal_weight=0 247.501 207.327 internal_count=2277 1668 609 is_linear=0 shrinkage=0.000307922 Tree=680 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=109.534 50.0696 29.853 threshold=0.078300000000000008 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026013823037198688 -0.00017861698049252987 0.00030188155546020739 4.8407076174524783e-05 leaf_weight=80.743173405528069 215.47335739433765 17.515184655785561 129.82519562542439 leaf_count=216 1577 40 401 internal_value=0 -0.000142473 0.000129612 internal_weight=0 232.989 210.568 internal_count=2234 1617 617 is_linear=0 shrinkage=0.000273426 Tree=681 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=112.171 50.1827 29.698 threshold=0.078300000000000008 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024793988375128464 -0.00016862580123935377 0.00028611104050803136 4.9080292872406798e-05 leaf_weight=81.081733927130699 213.55028508603573 17.407932385802269 129.43712825328112 leaf_count=216 1577 40 401 internal_value=0 -0.00013433 0.000125687 internal_weight=0 230.958 210.519 internal_count=2234 1617 617 is_linear=0 shrinkage=0.000257655 Tree=682 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=111.12 51.5784 29.9162 threshold=0.078300000000000008 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024090690172836482 -0.00016666397691488259 0.00028154119373548225 4.4974984515668134e-05 leaf_weight=80.661725252866745 216.62552028149366 17.706077992916107 129.62859053164721 leaf_count=216 1577 40 401 internal_value=0 -0.000132777 0.000120144 internal_weight=0 234.332 210.29 internal_count=2234 1617 617 is_linear=0 shrinkage=0.000252603 Tree=683 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=63.2892 39.5304 29.5791 threshold=0.078300000000000008 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058638731227767481 -0.00037666449983524765 0.00072172491441146872 3.978950808781397e-05 leaf_weight=68.730071291327477 186.05618134513497 15.474859967827795 116.3486163020134 leaf_count=216 1577 40 401 internal_value=0 -0.000292263 0.000242811 internal_weight=0 201.531 185.079 internal_count=2234 1617 617 is_linear=0 shrinkage=0.000660668 Tree=684 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=53.5747 51.3727 4.2693 threshold=1.0000000180025095e-35 -0.10065499999999998 -0.082254999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059983828618912784 0.00091557518667250684 -0.00025886128708047304 0.00046839933874975133 leaf_weight=56.137462303042412 34.166254103183746 288.74095322936773 25.033013604581356 leaf_count=216 101 1875 95 internal_value=0 -0.000119061 0.000726694 internal_weight=0 344.878 59.1993 internal_count=2287 2091 196 is_linear=0 shrinkage=0.000821458 Tree=685 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=101.718 49.3463 46.3892 threshold=0.089790000000000023 -0.11372999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017995232123659504 -9.1107806896827817e-05 -0.00020810791312839068 0.00019385323494392138 leaf_weight=32.651254586875439 63.764737404882908 177.48059663921595 195.62183701246977 leaf_count=117 292 1303 575 internal_value=0 -0.000147798 0.0001238 internal_weight=0 210.132 259.387 internal_count=2287 1420 867 is_linear=0 shrinkage=0.000290162 Tree=686 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=52.6817 46.7193 43.2727 threshold=0.089790000000000023 -0.11372999999999998 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055682030711641257 -0.00084068917166087111 -0.00047058585112049432 0.0003559130382592139 leaf_weight=30.627347037196159 19.024099238216877 151.55763109028339 202.47160616517067 leaf_count=117 107 1303 760 internal_value=0 -0.000297827 0.000253074 internal_weight=0 182.185 221.496 internal_count=2287 1420 867 is_linear=0 shrinkage=0.0007589 Tree=687 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=99.4096 53.2954 25.9981 threshold=0.10491000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019734386004945654 0.00022395860623693477 0.00022786071867740595 -6.8523306457767957e-05 leaf_weight=297.90719849616289 108.74601997435093 30.827150344848633 39.190853133797646 leaf_count=1713 364 74 136 internal_value=0 -0.000157459 0.000146477 internal_weight=0 328.734 147.937 internal_count=2287 1787 500 is_linear=0 shrinkage=0.000307922 Tree=688 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=51.6008 41.8548 7.11284 threshold=-1.0000000180025095e-35 0.12337000000000002 0.083640000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059737986686635516 -2.8884473540876646e-05 0.00081524680982862337 -0.0012984952409331846 leaf_weight=26.364876035600901 297.01507563516498 52.51264899969101 18.925313044339418 leaf_count=231 1680 192 150 internal_value=0 9.79745e-05 -0.000890777 internal_weight=0 349.528 45.2902 internal_count=2253 1872 381 is_linear=0 shrinkage=0.000871738 Tree=689 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=50.1338 44.8896 7.46698 threshold=-1.0000000180025095e-35 0.050935000000000008 0.31534500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010092595497142726 0.00025588653101354882 -0.00042950568852882955 -0.00013766093092932479 leaf_weight=35.339654058218002 264.89862982183695 85.207887731492519 8.1721261553466302 leaf_count=322 1133 743 55 internal_value=0 8.90635e-05 -0.000845693 internal_weight=0 350.107 43.5118 internal_count=2253 1876 377 is_linear=0 shrinkage=0.000821458 Tree=690 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=48.7527 40.513 6.90805 threshold=-1.0000000180025095e-35 0.12337000000000002 0.020130000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059135339961923329 -2.9631366270426581e-05 0.0008239264306834313 -0.0013007877505532115 leaf_weight=25.865345533937216 296.1335084438324 51.610007174313068 18.755745280534029 leaf_count=229 1680 192 152 internal_value=0 9.70868e-05 -0.000889981 internal_weight=0 347.744 44.6211 internal_count=2253 1872 381 is_linear=0 shrinkage=0.000889172 Tree=691 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=47.4621 42.9125 7.285 threshold=-1.0000000180025095e-35 0.050935000000000008 0.31534500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010332429154838558 0.00025981920509662886 -0.00044007333860534859 -0.00013469792431367093 leaf_weight=34.723870150744915 263.87819097191095 84.449419625103474 8.141120467334984 leaf_count=322 1133 743 55 internal_value=0 9.01207e-05 -0.000862723 internal_weight=0 348.328 42.865 internal_count=2253 1876 377 is_linear=0 shrinkage=0.000854645 Tree=692 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=52.1615 43.0312 4.69899 threshold=0.27772500000000006 0.082225000000000006 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040860547502268117 0.00080754670208123052 0.00026696500293005868 0.00028893910222246139 leaf_weight=216.39451776444912 44.759953178465366 100.99557097256184 17.889124691486359 leaf_count=1608 154 422 77 internal_value=0 -0.000193631 0.000659594 internal_weight=0 317.39 62.6491 internal_count=2261 2030 231 is_linear=0 shrinkage=0.000854645 Tree=693 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=81.9086 55.4127 29.4126 threshold=0.10491000000000002 -0.11880499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015644068339805466 0.00022246729770063897 -0.0001609336623419591 -6.7204280452823131e-05 leaf_weight=52.183646850287914 111.41000689566135 237.36479346826673 36.087095968425274 leaf_count=172 337 1621 131 internal_value=0 -0.000103729 0.000151596 internal_weight=0 289.548 147.497 internal_count=2261 1793 468 is_linear=0 shrinkage=0.000278894 Tree=694 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=50.7928 42.4162 4.09436 threshold=0.27772500000000006 -0.24689499999999998 -0.13056499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093894482213485676 0.00039001162985217026 -0.0002985597594333864 0.00087295197700834972 leaf_weight=24.689617119729519 22.950208216905594 292.38742957636714 39.156425468623638 leaf_count=75 78 1955 153 internal_value=0 -0.000202149 0.000694666 internal_weight=0 317.077 62.1066 internal_count=2261 2030 231 is_linear=0 shrinkage=0.000906956 Tree=695 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=83.9354 58.7474 29.9763 threshold=0.10491000000000002 -0.11880499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016536709565738192 0.00022389866041700227 -0.00016140893638057132 -6.6315875501142901e-05 leaf_weight=52.013818956911564 113.43493118137121 241.00665090978146 36.608740754425526 leaf_count=172 337 1621 131 internal_value=0 -0.000103396 0.000153091 internal_weight=0 293.02 150.044 internal_count=2261 1793 468 is_linear=0 shrinkage=0.000278894 Tree=696 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=52.1868 50.6212 threshold=-0.23832999999999996 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00080843259643230934 -0.00019859507029683401 0.0004639872348828783 leaf_weight=36.471375301480293 294.26171468943357 70.180425681173801 leaf_count=125 1942 240 internal_value=0 -7.09843e-05 internal_weight=0 364.442 internal_count=2307 2182 is_linear=0 shrinkage=0.000701106 Tree=697 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=91.1633 54.6554 34.402 threshold=0.078300000000000008 0.097665000000000016 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020530170352042602 -0.00015923610282822482 0.00047589780534210342 -0.00017903642540144783 leaf_weight=182.43195314705372 238.32699934393167 14.141195729374884 26.268754616379738 leaf_count=526 1667 26 88 internal_value=0 -0.000123628 0.000156914 internal_weight=0 252.468 208.701 internal_count=2307 1693 614 is_linear=0 shrinkage=0.00031408 Tree=698 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=50.7232 49.1634 threshold=-0.23832999999999996 0.081180000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000867706998765638 0.00023086176284252443 -0.00032918686589349745 leaf_weight=36.074195772409439 165.02994815260172 199.23931920900941 leaf_count=125 541 1641 internal_value=0 -7.54615e-05 internal_weight=0 364.269 internal_count=2307 2182 is_linear=0 shrinkage=0.0007589 Tree=699 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=85.2556 56.5562 34.2634 threshold=0.078300000000000008 0.097665000000000016 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016189418223774228 -0.00012519771463379497 0.00039160468255674624 -0.0001469808472707479 leaf_weight=181.83696760982275 236.66243101656437 14.311382487416266 26.205135315656662 leaf_count=526 1667 26 88 internal_value=0 -9.57003e-05 0.000122978 internal_weight=0 250.974 208.042 internal_count=2307 1693 614 is_linear=0 shrinkage=0.000252603 Tree=700 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=90.8796 50.3593 48.9511 threshold=0.082780000000000006 -0.17035999999999998 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016092934371540702 0.00019400010016241618 -0.00023015916516583868 0.00023322106481670754 leaf_weight=46.596400812268257 38.765574775636196 195.15020716190338 166.52210776507854 leaf_count=177 133 1486 473 internal_value=0 -0.000159855 0.000147037 internal_weight=0 233.916 213.119 internal_count=2269 1619 650 is_linear=0 shrinkage=0.000339971 Tree=701 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=47.2288 54.9884 12.8093 threshold=0.080930000000000016 0.10776500000000001 -0.10474999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038274373300987486 0.00098718536235129352 0.00034407034194661271 0.00020372252377667715 leaf_weight=227.92215873673558 32.575350008904934 101.5111401155591 24.814984649419785 leaf_count=1696 75 389 109 internal_value=0 -0.000158777 0.000648605 internal_weight=0 329.433 57.3903 internal_count=2269 2085 184 is_linear=0 shrinkage=0.000821458 Tree=702 num_leaves=4 num_cat=0 split_feature=4 3 1 split_gain=80.7071 61.5046 6.00864 threshold=0.27190000000000009 -0.059315 0.12180500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002005180833801428 0.0001226717835973379 2.1710942163942885e-05 0.00027799340366003132 leaf_weight=235.09278398752213 39.59031043201685 144.4851510822773 32.729724213480949 leaf_count=1556 123 455 135 internal_value=0 -0.00011593 0.00019302 internal_weight=0 379.578 72.32 internal_count=2269 2011 258 is_linear=0 shrinkage=0.000268065 Tree=703 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=77.4008 58.6765 51.3027 threshold=0.089790000000000023 -0.16223499999999996 0.087170000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020128865529754858 0.00021046596309457163 -0.00023012158207831297 -9.2135221127953592e-05 leaf_weight=36.373584911227226 154.07397402822971 167.42177167534828 81.058222033083439 leaf_count=103 454 1337 375 internal_value=0 -0.000153111 0.00010615 internal_weight=0 203.795 235.132 internal_count=2269 1440 829 is_linear=0 shrinkage=0.000307922 Tree=704 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=41.7736 50.1922 8.70821 threshold=-1.0000000180025095e-35 -0.24600999999999998 0.11875500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056583688724804392 -0.00084235563889652133 0.00017246857184497302 -0.0013895755454806562 leaf_weight=31.733711548149586 36.877599969506264 302.61371822282672 11.921911273151634 leaf_count=291 248 1623 88 internal_value=0 6.21911e-05 -0.000791301 internal_weight=0 339.491 43.6556 internal_count=2250 1871 379 is_linear=0 shrinkage=0.000821458 Tree=705 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=40.5353 49.2074 5.31351 threshold=1.0000000180025095e-35 -0.10075499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035120667799523982 0.00031852361635091196 -0.00028496988832533434 0.00076940813813344377 leaf_weight=83.239513840526342 26.44502804428339 245.58032313361764 27.103332109749317 leaf_count=318 96 1743 93 internal_value=0 -0.000123913 0.00054693 internal_weight=0 328.82 53.5484 internal_count=2250 2061 189 is_linear=0 shrinkage=0.000715128 Tree=706 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=72.691 55.6666 32.8739 threshold=0.045590000000000006 0.16382000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024325215792508136 -0.0001588848608093604 0.00016967926826971745 2.4797493028270313e-05 leaf_weight=74.884683951735497 199.58599538728595 41.301620654761791 117.42829020321369 leaf_count=207 1540 123 380 internal_value=0 -0.000102542 0.000109877 internal_weight=0 240.888 192.313 internal_count=2250 1663 587 is_linear=0 shrinkage=0.000257655 Tree=707 num_leaves=4 num_cat=0 split_feature=160 52 43 split_gain=40.8288 45.2182 1.20086 threshold=-0.40446999999999994 -0.24600999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094733727633010856 -0.00078394123986227579 0.00012123171646295907 -0.0013434070555812113 leaf_weight=13.492363881319763 36.801159281283617 324.55850646272302 7.2599739432334891 leaf_count=134 251 1819 46 internal_value=0 2.90116e-05 -0.00108701 internal_weight=0 361.36 20.7523 internal_count=2250 2070 180 is_linear=0 shrinkage=0.000774078 Tree=708 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=53.0343 52.9734 46.5253 threshold=0.089790000000000023 -0.060004999999999996 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058532207712663905 -0.0009479538123390957 0.00036674984842278399 0.00033474520146952808 leaf_weight=131.62624477595091 17.803865574300289 45.204506948590279 188.88855359703302 leaf_count=1257 106 169 720 internal_value=0 -0.000341924 0.00022418 internal_weight=0 176.831 206.692 internal_count=2252 1426 826 is_linear=0 shrinkage=0.0007589 Tree=709 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=51.0404 51.1909 44.8824 threshold=0.089790000000000023 -0.060004999999999996 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005787831343424428 -0.00093902888822540204 0.00035771651214077635 0.00032857621197280169 leaf_weight=130.14473333954811 17.572755381464958 45.305855475366116 188.12781193852425 leaf_count=1257 106 169 720 internal_value=0 -0.000336942 0.000220209 internal_weight=0 175.451 205.701 internal_count=2252 1426 826 is_linear=0 shrinkage=0.0007589 Tree=710 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=75.7481 92.7501 37.8432 threshold=-0.063304999999999986 -0.10075499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010516213329781944 0.00022119871682088014 -0.00025098506626609988 -1.4393491779782555e-05 leaf_weight=86.85524483025074 106.82862631231546 147.46081511676311 97.472268752753735 leaf_count=320 345 1288 299 internal_value=0 -0.000118972 0.000108806 internal_weight=0 234.316 204.301 internal_count=2252 1608 644 is_linear=0 shrinkage=0.000273426 Tree=711 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=49.7572 49.5912 43.4359 threshold=0.089790000000000023 -0.060004999999999996 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006332968896757494 -0.0010272536555800344 0.00038427947822850612 0.00035731142104787584 leaf_weight=129.0901921838522 17.359331957995892 45.448678262531757 187.95507553219795 leaf_count=1257 106 169 720 internal_value=0 -0.000368314 0.000240162 internal_weight=0 174.539 205.314 internal_count=2252 1426 826 is_linear=0 shrinkage=0.000837887 Tree=712 num_leaves=4 num_cat=0 split_feature=15 484 49 split_gain=49.0387 46.6009 22.1001 threshold=0.082885000000000014 -1.0000000180025095e-35 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068728021864136442 0.00040041540216144964 0.00023634539670043007 -0.00065786593625824779 leaf_weight=34.05464419350028 12.80063822865486 268.72193928807974 74.025872226804495 leaf_count=297 39 1168 803 internal_value=0 0.000132424 -0.000501792 internal_weight=0 302.777 86.8265 internal_count=2307 1465 842 is_linear=0 shrinkage=0.00074402 Tree=713 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=47.3635 45.149 21.4598 threshold=0.082885000000000014 -0.40083999999999992 -0.027119999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008387196730359806 -0.00070303956978284171 0.00023934101313038197 0.0004431368777595506 leaf_weight=27.723874974995852 73.391497205942869 274.46929632499814 12.368397556245325 leaf_count=213 786 1252 56 internal_value=0 0.000140391 -0.000537675 internal_weight=0 302.193 85.7599 internal_count=2307 1465 842 is_linear=0 shrinkage=0.000805351 Tree=714 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=81.0471 55.3198 30.7088 threshold=0.083325000000000024 0.15891500000000003 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015094834775137539 -0.00017982443946351905 0.00018028332303601501 -0.0001888833590240274 leaf_weight=198.81308909505606 182.95376669615507 38.609413474798203 22.072071567177773 leaf_count=595 1497 114 101 internal_value=0 -0.000117062 0.000116977 internal_weight=0 221.563 220.885 internal_count=2307 1611 696 is_linear=0 shrinkage=0.000273426 Tree=715 num_leaves=4 num_cat=0 split_feature=15 484 49 split_gain=46.018 44.9981 21.5213 threshold=0.082885000000000014 -1.0000000180025095e-35 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067975285814399992 0.0003949315816172291 0.00022964691609401349 -0.0006492948970625742 leaf_weight=33.909063257277012 12.856931172311304 268.35320504382253 72.294550251215696 leaf_count=297 39 1168 803 internal_value=0 0.00012759 -0.000491575 internal_weight=0 302.262 85.1515 internal_count=2307 1465 842 is_linear=0 shrinkage=0.00074402 Tree=716 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=50.4824 43.5023 5.29652 threshold=0.28251000000000009 0.069910000000000014 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024038928797445332 0.00029854906944674816 0.00047716302714613426 0.0007429931285625205 leaf_weight=269.13696742430329 21.133755378425121 51.453622564673424 39.238281339406967 leaf_count=1850 73 173 163 internal_value=0 -0.000125203 0.000587555 internal_weight=0 320.591 60.372 internal_count=2259 2023 236 is_linear=0 shrinkage=0.000715128 Tree=717 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=45.464 42.8865 28.2154 threshold=0.081180000000000016 0.12500000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007419977286952877 -0.000433845185737639 0.0009573711591394895 3.2833946602635167e-05 leaf_weight=68.495604746043682 179.48878262192011 18.563520699739456 112.87719881534576 leaf_count=227 1580 48 404 internal_value=0 -0.000303366 0.0003007 internal_weight=0 198.052 181.373 internal_count=2259 1628 631 is_linear=0 shrinkage=0.000871738 Tree=718 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=48.4312 41.5065 5.25358 threshold=0.28251000000000009 0.069910000000000014 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028124673377121336 0.00035108776637664024 0.00055944996835443088 0.00088371848383438328 leaf_weight=267.01850098744035 20.974624797701836 51.085966147482395 38.265479847788811 leaf_count=1850 73 173 163 internal_value=0 -0.00014621 0.000695308 internal_weight=0 318.104 59.2401 internal_count=2259 2023 236 is_linear=0 shrinkage=0.000854645 Tree=719 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=46.8462 39.8135 5.23149 threshold=0.28251000000000009 0.048350000000000011 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002590645242678071 0.00031920768640652944 0.00048451607684817929 0.00081286479173274724 leaf_weight=263.33831233158708 20.836432076990604 54.09477487206459 37.578626647591591 leaf_count=1833 73 190 163 internal_value=0 -0.000132327 0.000636941 internal_weight=0 317.433 58.4151 internal_count=2259 2023 236 is_linear=0 shrinkage=0.00078956 Tree=720 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=44.7958 41.9554 2.53525 threshold=1.0000000180025095e-35 -0.17446999999999999 -0.079884999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081161277091650801 0.00088540074533628244 -0.00020804232030574764 0.00048467227924869661 leaf_weight=32.7367038205266 34.201080292463303 294.27477134391665 17.526064828038216 leaf_count=111 126 1991 72 internal_value=0 -0.000105925 0.000749856 internal_weight=0 327.011 51.7271 internal_count=2300 2102 198 is_linear=0 shrinkage=0.000854645 Tree=721 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=68.8162 73.7491 40.211 threshold=-0.059315 -0.10106999999999998 -0.004429999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013705643616943833 0.00031122192836239448 -0.00027632033775556493 -5.1395693289762787e-06 leaf_weight=85.173471167683601 103.44189074635506 147.4358896613121 97.757338128983974 leaf_count=311 338 1341 310 internal_value=0 -0.000124957 0.000157524 internal_weight=0 232.609 201.199 internal_count=2300 1652 648 is_linear=0 shrinkage=0.000353706 Tree=722 num_leaves=4 num_cat=0 split_feature=123 13 4 split_gain=43.7176 40.6999 2.52928 threshold=1.0000000180025095e-35 -0.23832999999999996 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075235965256627811 0.00080548297802840463 -0.0001723717094356322 0.00047357189199883216 leaf_weight=28.881721928715706 26.947138130664825 298.16346691176295 24.281773321330547 leaf_count=98 85 2004 113 internal_value=0 -9.06685e-05 0.000648397 internal_weight=0 327.045 51.2289 internal_count=2300 2102 198 is_linear=0 shrinkage=0.00074402 Tree=723 num_leaves=4 num_cat=0 split_feature=123 50 124 split_gain=42.3121 39.8198 2.56099 threshold=1.0000000180025095e-35 0.07826000000000001 -0.079884999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8652364254377346e-05 0.00077864303197201323 -0.00073380479995510531 0.00041754584028605641 leaf_weight=278.97313100099564 33.276828274130821 47.365204807370901 17.257686786353588 leaf_count=1676 126 426 72 internal_value=0 -9.05969e-05 0.000655532 internal_weight=0 326.338 50.5345 internal_count=2300 2102 198 is_linear=0 shrinkage=0.0007589 Tree=724 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=72.4866 50.2027 28.1958 threshold=0.045590000000000006 -0.23454999999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027410471686937409 0.00017433224270536313 -0.00018760618334220163 3.5967363260122147e-05 leaf_weight=75.4461450278759 42.818414784967899 189.12987105920911 113.41906850785017 leaf_count=219 146 1501 366 internal_value=0 -0.000120782 0.000131114 internal_weight=0 231.948 188.865 internal_count=2232 1647 585 is_linear=0 shrinkage=0.000301884 Tree=725 num_leaves=4 num_cat=0 split_feature=2 2 9 split_gain=41.2252 54.7719 2.97011 threshold=-1.0000000180025095e-35 0.089795000000000014 0.081890000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00086297876422191126 -0.00046522817017883927 0.0001284127010076199 0.00047514585105027111 leaf_weight=19.26143092662096 122.67067030444741 202.46119391173124 19.7573501765728 leaf_count=76 1069 1021 66 internal_value=0 -9.55793e-05 0.000666926 internal_weight=0 325.132 39.0188 internal_count=2232 2090 142 is_linear=0 shrinkage=0.000701106 Tree=726 num_leaves=4 num_cat=0 split_feature=2 2 9 split_gain=39.8648 52.7486 3.0079 threshold=-1.0000000180025095e-35 0.089795000000000014 0.081890000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0009688736132180334 -0.00051633191036655598 0.00014142693904377533 0.00052651424246446133 leaf_weight=18.891568005084991 121.69360039010644 202.38102252408862 19.630601927638054 leaf_count=76 1069 1021 66 internal_value=0 -0.000105585 0.000743823 internal_weight=0 324.075 38.5222 internal_count=2232 2090 142 is_linear=0 shrinkage=0.00078956 Tree=727 num_leaves=4 num_cat=0 split_feature=2 2 9 split_gain=38.5473 50.7958 2.33793 threshold=-1.0000000180025095e-35 0.089795000000000014 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083802048756377134 -0.00046083848112991361 0.00012527082441309917 0.00048208091486077169 leaf_weight=19.742153838276863 120.73566892370582 202.3029368892312 18.292158663272858 leaf_count=79 1069 1021 63 internal_value=0 -9.38018e-05 0.000667163 internal_weight=0 323.039 38.0343 internal_count=2232 2090 142 is_linear=0 shrinkage=0.000715128 Tree=728 num_leaves=4 num_cat=0 split_feature=52 1 47 split_gain=47.7561 49.3329 2.50872 threshold=-0.24600999999999998 0.077765000000000015 0.089100000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012954973888500473 -0.00043093113343140504 0.00035918374404625349 -0.00067256928846038907 leaf_weight=25.636984918266535 118.08899172767997 214.42131849750876 8.3229293301701528 leaf_count=206 1083 933 56 internal_value=0 7.85707e-05 -0.00114329 internal_weight=0 332.51 33.9599 internal_count=2278 2016 262 is_linear=0 shrinkage=0.000981718 Tree=729 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=69.1839 56.3664 51.8926 threshold=0.077765000000000015 -0.24600999999999998 0.025560000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025376418767103021 -0.00037803133528485839 0.00012249007549680656 0.00022513792055896986 leaf_weight=125.3959230594337 22.347686722874641 246.36854630708694 24.662156574428082 leaf_count=1155 129 933 61 internal_value=0 8.08405e-05 -0.000175038 internal_weight=0 268.716 150.058 internal_count=2278 1062 1216 is_linear=0 shrinkage=0.000301884 Tree=730 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=69.423 56.5788 46.4439 threshold=0.077765000000000015 -0.24600999999999998 -0.099704999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015676622257996325 -0.00032519846927208073 0.00010377595100144571 -0.00021696639561992831 leaf_weight=26.86967870593071 22.226469561457634 247.5879883132875 123.35854943096638 leaf_count=81 129 933 1135 internal_value=0 6.84179e-05 -0.00015011 internal_weight=0 269.814 150.228 internal_count=2278 1062 1216 is_linear=0 shrinkage=0.000257655 Tree=731 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=71.2073 56.6419 50.9314 threshold=0.077765000000000015 -0.24600999999999998 0.025560000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026014133937180288 -0.00038574214357412401 0.00012509643343613732 0.00022255481001646154 leaf_weight=126.13816988095641 22.413798950612545 249.26025671511889 24.785357810556889 leaf_count=1155 129 933 61 internal_value=0 8.29268e-05 -0.000180853 internal_weight=0 271.674 150.924 internal_count=2278 1062 1216 is_linear=0 shrinkage=0.000307922 Tree=732 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=59.8768 50.8426 24.5181 threshold=0.083325000000000024 -0.17035999999999998 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001551837137761331 0.00017618010078819819 -0.00016870183920818593 -0.00014200169008612333 leaf_weight=169.34276813268661 43.040254682302475 175.91665569320321 25.885693594813347 leaf_count=561 151 1465 93 internal_value=0 -0.000100899 0.000115769 internal_weight=0 218.957 195.228 internal_count=2270 1616 654 is_linear=0 shrinkage=0.000284472 Tree=733 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=65.2324 55.0399 4.47031 threshold=0.27772500000000006 0.014805 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012854567569205906 0.0002675211879042571 0.00010504670680012671 0.00012379732226343318 leaf_weight=231.58638007938862 54.64287593960762 111.80452542379498 23.056859523057938 leaf_count=1590 167 427 86 internal_value=0 -5.24888e-05 0.000224913 internal_weight=0 343.391 77.6997 internal_count=2270 2017 253 is_linear=0 shrinkage=0.000273426 Tree=734 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=62.0721 71.6926 57.6291 threshold=0.077845000000000011 0.025560000000000003 -0.049024999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024727883190494405 -0.00013345423784189353 0.00027374811761309112 0.00016712649993385814 leaf_weight=119.66014036908746 74.192923404276371 27.291712425649166 194.32758483663201 leaf_count=1136 408 61 665 internal_value=0 -0.000150491 8.40717e-05 internal_weight=0 146.952 268.521 internal_count=2270 1197 1073 is_linear=0 shrinkage=0.000290162 Tree=735 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=64.0871 51.3681 24.4357 threshold=0.083325000000000024 -0.046739999999999997 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016221901273752318 0.00019773982818261485 -0.00017533551030914405 -0.00014497241712217783 leaf_weight=171.77748147398233 39.211891956627369 183.76598829776049 26.117465034127235 leaf_count=561 129 1487 93 internal_value=0 -0.000109717 0.000121667 internal_weight=0 222.978 197.895 internal_count=2270 1616 654 is_linear=0 shrinkage=0.000295965 Tree=736 num_leaves=4 num_cat=0 split_feature=49 15 457 split_gain=38.7666 40.0332 13.3592 threshold=-0.036809999999999996 -0.24297999999999997 0.088350000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021052183484263423 0.00050342293682019879 -0.00023545547402827196 0.00078744571734617574 leaf_weight=64.668379172682762 38.549778528511524 243.76569092646241 25.373815789818764 leaf_count=245 176 1795 73 internal_value=0 -0.000134535 0.000373231 internal_weight=0 282.315 90.0422 internal_count=2289 1971 318 is_linear=0 shrinkage=0.000673882 Tree=737 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=69.973 53.3669 32.8722 threshold=0.10491000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014233876686109119 0.00018631241514346282 -0.00011806919010690744 -6.1334800264131877e-05 leaf_weight=50.181816898286343 110.13987661153078 229.64105428755283 37.634028077125549 leaf_count=173 357 1621 138 internal_value=0 -7.13626e-05 0.000123244 internal_weight=0 279.823 147.774 internal_count=2289 1794 495 is_linear=0 shrinkage=0.000228791 Tree=738 num_leaves=3 num_cat=0 split_feature=13 40 split_gain=38.256 40.1681 threshold=-0.23832999999999996 -0.075779999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00088927624270258366 0.00067282812451328747 -0.00022583722748833993 leaf_weight=33.606994636356831 45.40510243922472 292.81570062041283 leaf_count=126 165 1998 internal_value=0 -0.000105163 internal_weight=0 338.221 internal_count=2289 2163 is_linear=0 shrinkage=0.000889172 Tree=739 num_leaves=4 num_cat=0 split_feature=49 15 457 split_gain=37.1086 38.7216 13.1119 threshold=-0.036809999999999996 -0.24297999999999997 0.088350000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029871670080043058 0.00072774279648176441 -0.00033622324374009844 0.001134338986590606 leaf_weight=64.320230692625046 38.125042177736759 242.87698660045862 25.176248297095299 leaf_count=245 176 1795 73 internal_value=0 -0.00019183 0.000533977 internal_weight=0 281.002 89.4965 internal_count=2289 1971 318 is_linear=0 shrinkage=0.000981718 Tree=740 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=61.2982 48.8042 24.3258 threshold=0.10491000000000002 -0.11372999999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017836681771884978 0.00023198647580706768 -0.00013520351089315165 -5.0499323921584948e-05 leaf_weight=53.622188061475754 107.55878885835409 229.48180886358023 35.511016540229321 leaf_count=187 353 1609 126 internal_value=0 -7.58027e-05 0.000161874 internal_weight=0 283.104 143.07 internal_count=2275 1796 479 is_linear=0 shrinkage=0.000295965 Tree=741 num_leaves=4 num_cat=0 split_feature=49 13 42 split_gain=38.067 40.8687 13.9812 threshold=-0.026779999999999995 -0.23832999999999996 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033514644880228996 0.00096355149571638677 -0.00026839869907185741 0.0011944179747661219 leaf_weight=68.948566827923059 26.399197734892368 259.36685084179044 22.309505924582481 leaf_count=260 90 1870 55 internal_value=0 -0.000154534 0.000545415 internal_weight=0 285.766 91.2581 internal_count=2275 1960 315 is_linear=0 shrinkage=0.000943597 Tree=742 num_leaves=4 num_cat=0 split_feature=49 13 42 split_gain=36.5061 39.3571 13.5617 threshold=-0.026779999999999995 -0.23832999999999996 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002488443498401773 0.00072152329715969785 -0.0001991660979355481 0.00089240672947146218 leaf_weight=68.800421841442585 26.122647009789944 258.96063727140427 22.12462429702282 leaf_count=260 90 1870 55 internal_value=0 -0.000114759 0.000405596 internal_weight=0 285.083 90.925 internal_count=2275 1960 315 is_linear=0 shrinkage=0.000715128 Tree=743 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=67.3042 47.2098 24.1365 threshold=0.10491000000000002 -0.11372999999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015167376019288725 0.00021035484754801162 -0.00012536216817438627 -4.0563474615597303e-05 leaf_weight=54.460768923163414 112.29055190831423 234.31196191161871 36.493734836578369 leaf_count=187 353 1609 126 internal_value=0 -7.31083e-05 0.000148812 internal_weight=0 288.773 148.784 internal_count=2275 1796 479 is_linear=0 shrinkage=0.000268065 Tree=744 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=65.2408 50.1534 21.1462 threshold=0.083325000000000024 -0.17035999999999998 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025678251625609971 0.00020998128098672299 -0.00018825595495379529 4.6841753101171608e-05 leaf_weight=94.498765677213669 41.643451571464539 178.21682600677013 111.88052755594254 leaf_count=325 145 1437 330 internal_value=0 -0.000112815 0.000142986 internal_weight=0 219.86 206.379 internal_count=2237 1582 655 is_linear=0 shrinkage=0.000326769 Tree=745 num_leaves=4 num_cat=0 split_feature=484 403 50 split_gain=42.6744 39.9036 5.53428 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059938172484438922 -0.00052745681851185545 0.00024887685139452702 -0.0013395195827343494 leaf_weight=31.353702999651432 50.739131219685078 278.87898190692067 8.2949573658406717 leaf_count=314 495 1373 55 internal_value=0 0.00012935 -0.000754797 internal_weight=0 329.618 39.6487 internal_count=2237 1868 369 is_linear=0 shrinkage=0.000805351 Tree=746 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=58.392 45.8672 21.5606 threshold=0.083325000000000024 -0.17035999999999998 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011602486342604123 0.00020477497847023229 -0.0001803818589796888 0.00018304478014817001 leaf_weight=30.269961684942245 40.783500619232655 172.99636466056108 171.52056533843279 leaf_count=114 145 1437 541 internal_value=0 -0.000106892 0.000138176 internal_weight=0 213.78 201.791 internal_count=2237 1582 655 is_linear=0 shrinkage=0.000326769 Tree=747 num_leaves=4 num_cat=0 split_feature=484 403 50 split_gain=41.0732 38.491 5.31453 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000556374240128244 -0.00049072521502421481 0.00022935895837345905 -0.0012419779198161382 leaf_weight=31.188177209347486 50.459009002894163 279.34366056323051 8.2412686273455602 leaf_count=314 495 1373 55 internal_value=0 0.000119166 -0.000700206 internal_weight=0 329.803 39.4294 internal_count=2237 1868 369 is_linear=0 shrinkage=0.0007589 Tree=748 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=39.0959 41.4978 6.29781 threshold=0.27772500000000006 0.084260000000000015 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035523736574291621 0.00083562784357444166 0.00036846287440896441 0.00019461756396294547 leaf_weight=213.77858879044652 44.518589563667774 93.738011959940195 17.60526929050684 leaf_count=1628 166 385 89 internal_value=0 -0.000134628 0.000654088 internal_weight=0 307.517 62.1239 internal_count=2268 2013 255 is_linear=0 shrinkage=0.000906956 Tree=749 num_leaves=4 num_cat=0 split_feature=42 484 0 split_gain=38.0279 36.3475 23.3329 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085170832222459148 -0.00073984846292690393 0.00027236844126394475 0.0005702609774931724 leaf_weight=60.734430331736803 35.955195769667625 258.97210759669542 12.351788341999052 leaf_count=579 320 1334 35 internal_value=0 0.000148927 -0.000611305 internal_weight=0 294.927 73.0862 internal_count=2268 1654 614 is_linear=0 shrinkage=0.000943597 Tree=750 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=70.5318 52.7043 27.7282 threshold=0.080235000000000015 -0.17035999999999998 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017254283013960474 0.00017232285365579003 -0.0001846730855813818 -0.00015670581540141028 leaf_weight=171.87979318201542 45.358631432056427 179.60885088518262 25.748306915163994 leaf_count=531 156 1492 89 internal_value=0 -0.000112686 0.000129635 internal_weight=0 224.967 197.628 internal_count=2268 1648 620 is_linear=0 shrinkage=0.000295965 Tree=751 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=37.8076 39.7574 6.21991 threshold=0.27772500000000006 0.084260000000000015 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030954080550871775 0.00073701774265756855 0.00032008248355612441 0.0001693049068247641 leaf_weight=212.94547844305634 43.869001984596252 93.633633852005005 17.530318446457386 leaf_count=1628 166 385 89 internal_value=0 -0.000117237 0.000575031 internal_weight=0 306.579 61.3993 internal_count=2268 2013 255 is_linear=0 shrinkage=0.000805351 Tree=752 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=70.2747 47.9134 31.7903 threshold=0.045590000000000006 -0.060004999999999996 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4903227481499347e-05 -0.00017345442966246739 0.00013490040452044405 0.00020267741725456904 leaf_weight=45.470451034605503 177.46885914728045 55.737874716520309 147.02794454246759 leaf_count=149 1462 221 449 internal_value=0 -9.97507e-05 0.000137109 internal_weight=0 233.207 192.498 internal_count=2281 1683 598 is_linear=0 shrinkage=0.000290162 Tree=753 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=68.6283 49.4674 30.1229 threshold=0.081180000000000016 -0.060004999999999996 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7205121016315301e-05 -0.0001769776031606546 0.00013441028729111479 0.00019281842025350624 leaf_weight=53.100390776991844 172.21135416999459 54.286524318158627 146.70940060913563 leaf_count=179 1436 215 451 internal_value=0 -0.00010234 0.000126374 internal_weight=0 226.498 199.81 internal_count=2281 1651 630 is_linear=0 shrinkage=0.000284472 Tree=754 num_leaves=4 num_cat=0 split_feature=0 1 52 split_gain=40.7126 63.4599 49.1343 threshold=-0.060199999999999997 0.077845000000000011 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063330933564346189 -0.00062324499933212997 0.00014130243033722321 0.0006601490466245231 leaf_weight=95.55092890933156 21.311342798173428 167.94892880320549 88.337502289563417 leaf_count=1080 126 786 289 internal_value=0 -0.000139615 0.000410644 internal_weight=0 263.5 109.649 internal_count=2281 1866 415 is_linear=0 shrinkage=0.0007589 Tree=755 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=40.3895 42.7065 1.19095 threshold=-0.17446999999999999 -0.10075499999999998 -0.47365999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00092122476274703871 0.00042734219342756275 -0.00021965981434514834 0.00064297184512077056 leaf_weight=18.957581579685211 80.57187607139349 253.12794795632362 18.484148479998112 leaf_count=65 321 1820 75 internal_value=0 -6.34256e-05 0.000784255 internal_weight=0 333.7 37.4417 internal_count=2281 2141 140 is_linear=0 shrinkage=0.000774078 Tree=756 num_leaves=4 num_cat=0 split_feature=4 454 0 split_gain=39.3942 33.7471 5.85816 threshold=0.27190000000000009 1.0000000180025095e-35 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020770719281947402 0.00027326740353825901 0.0012065879666985496 0.00078347138504854946 leaf_weight=295.48684282228351 25.914441414177418 11.344713144004343 33.490672774612904 leaf_count=2017 104 27 155 internal_value=0 -0.000155344 0.000561063 internal_weight=0 306.832 59.4051 internal_count=2303 2044 259 is_linear=0 shrinkage=0.000805351 Tree=757 num_leaves=4 num_cat=0 split_feature=4 376 0 split_gain=38.0061 32.7685 5.81689 threshold=0.27190000000000009 0.048375000000000008 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002394991424790176 0.00026851394434223127 0.00064140661994436013 0.00077959051367077446 leaf_weight=275.97722721472383 25.783502720296383 30.38736791908741 32.909147709608078 leaf_count=1953 104 91 155 internal_value=0 -0.00015209 0.000555236 internal_weight=0 306.365 58.6927 internal_count=2303 2044 259 is_linear=0 shrinkage=0.000805351 Tree=758 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=69.2432 56.9127 31.9102 threshold=0.10098000000000001 -0.12077499999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018101545026507948 0.00016840922791921305 -0.00015580304005521003 -0.00015207244544839343 leaf_weight=41.500420980155468 139.52823729813099 209.44619171693921 25.342588774859905 leaf_count=137 469 1576 121 internal_value=0 -0.000100092 0.000119136 internal_weight=0 250.947 164.871 internal_count=2303 1713 590 is_linear=0 shrinkage=0.000262808 Tree=759 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=67.9073 53.5944 30.3839 threshold=0.10098000000000001 -0.12077499999999998 0.10280000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018605993331889334 0.00018808974080608741 -0.00016125164755068457 -0.00010706031122969437 leaf_weight=41.450360596179962 131.29496461898088 207.42799900844693 34.180114105343819 leaf_count=137 459 1576 131 internal_value=0 -0.000103398 0.000127119 internal_weight=0 248.878 165.475 internal_count=2303 1713 590 is_linear=0 shrinkage=0.000278894 Tree=760 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=55.7839 47.2005 7.30957 threshold=0.28251000000000009 0.014805 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012418382128868722 0.00030398722669480006 0.00011676100853896554 9.869625968754342e-05 leaf_weight=236.37346714735031 50.987801969051361 107.90587412193418 22.939980402588844 leaf_count=1612 169 403 89 internal_value=0 -4.86633e-05 0.000240327 internal_weight=0 344.279 73.9278 internal_count=2273 2015 258 is_linear=0 shrinkage=0.000301884 Tree=761 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=56.2139 44.7041 7.69776 threshold=0.28251000000000009 0.014805 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011434695265013092 0.00028123996623649942 0.00010271022592158902 8.5737651920120571e-05 leaf_weight=236.14011542871594 51.3402359187603 107.33625808358192 22.572245508432388 leaf_count=1612 169 403 89 internal_value=0 -4.65147e-05 0.000221573 internal_weight=0 343.476 73.9125 internal_count=2273 2015 258 is_linear=0 shrinkage=0.000278894 Tree=762 num_leaves=4 num_cat=0 split_feature=484 403 2 split_gain=42.0689 45.8401 3.41355 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091322078575849599 -0.00060152231006715897 0.00021977428452617663 -0.00037417880724267268 leaf_weight=28.674853719770908 49.86840845644474 280.98082349449396 9.8857764899730665 leaf_count=321 510 1392 50 internal_value=0 9.59539e-05 -0.00077528 internal_weight=0 330.849 38.5606 internal_count=2273 1902 371 is_linear=0 shrinkage=0.00078956 Tree=763 num_leaves=4 num_cat=0 split_feature=484 403 12 split_gain=40.6396 44.0814 5.85402 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3237593037613e-05 -0.00063007312862627422 0.00022811137503679399 -0.00094257707384286151 leaf_weight=5.0825667679309836 49.395180907100439 280.83970366045833 33.031804483383894 leaf_count=17 510 1392 354 internal_value=0 9.97186e-05 -0.000813838 internal_weight=0 330.235 38.1144 internal_count=2273 1902 371 is_linear=0 shrinkage=0.000837887 Tree=764 num_leaves=4 num_cat=0 split_feature=50 1 1 split_gain=36.9371 37.9285 16.3926 threshold=0.088425000000000017 0.077765000000000015 0.11846000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002198470401628816 -0.00086338075875836686 0.00032360244535992996 0.00011216057188293483 leaf_weight=119.19047245383263 35.376937195658684 194.85692645609379 13.777665160596369 leaf_count=1046 357 785 50 internal_value=0 0.000117346 -0.000590006 internal_weight=0 314.047 49.1546 internal_count=2238 1831 407 is_linear=0 shrinkage=0.0007589 Tree=765 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=35.924 38.9038 9.98155 threshold=0.069910000000000014 -0.10065499999999998 0.089910000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005679931491944524 0.00017396570459168038 -0.00022360550903485863 0.00086779400571700724 leaf_weight=50.229401551187038 22.486834108829498 251.96648338064551 37.066175580024719 leaf_count=202 94 1831 111 internal_value=0 -9.20026e-05 0.000605949 internal_weight=0 302.196 59.553 internal_count=2238 2033 205 is_linear=0 shrinkage=0.000821458 Tree=766 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=35.4393 34.3963 7.28527 threshold=0.18829500000000002 -0.24600999999999998 0.040100000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064328657896820136 -0.00095728480567648265 0.0001830194877224423 -0.00012655666332314991 leaf_weight=33.618854627013206 24.49357857182622 294.11288418620825 8.5342249237000924 leaf_count=252 201 1731 54 internal_value=0 9.82241e-05 -0.000742826 internal_weight=0 327.732 33.0278 internal_count=2238 1983 255 is_linear=0 shrinkage=0.000774078 Tree=767 num_leaves=4 num_cat=0 split_feature=50 1 1 split_gain=35.1037 36.0196 15.8498 threshold=0.088425000000000017 0.077765000000000015 0.11846000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021570536036011521 -0.00085446576451216397 0.0003156345373974291 0.00010932387842471374 leaf_weight=118.53039776906371 34.638162322342396 193.25969350710511 13.710914418101309 leaf_count=1046 357 785 50 internal_value=0 0.000113639 -0.000581217 internal_weight=0 311.79 48.3491 internal_count=2238 1831 407 is_linear=0 shrinkage=0.0007589 Tree=768 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=78.4435 43.6002 20.5109 threshold=0.083325000000000024 -0.073054999999999981 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9605249378376167e-05 0.00018451699586802638 -0.00018180038835215594 0.00017957934362368373 leaf_weight=58.691508341580629 30.945314787328243 174.39984600245953 145.62938970327377 leaf_count=214 94 1472 459 internal_value=0 -0.000126585 0.000122367 internal_weight=0 205.345 204.321 internal_count=2239 1566 673 is_linear=0 shrinkage=0.000284472 Tree=769 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=72.318 42.4854 21.1861 threshold=0.083325000000000024 -0.073054999999999981 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015350139455343041 0.00018386760528718151 -0.00017949708949129491 -0.00012160893047621724 leaf_weight=173.94192432239652 30.724793523550034 170.25263070315123 26.029399529099464 leaf_count=583 94 1472 90 internal_value=0 -0.000123935 0.000117683 internal_weight=0 200.977 199.971 internal_count=2239 1566 673 is_linear=0 shrinkage=0.000284472 Tree=770 num_leaves=4 num_cat=0 split_feature=12 43 47 split_gain=41.4228 36.6243 21.6739 threshold=0.083325000000000024 -0.15817999999999996 0.10621500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034471661307718842 0.00058710853843467546 -0.00042092945739364375 -0.00054164028597613765 leaf_weight=160.20336483418941 25.201614204794168 150.34238766878843 18.41520519554615 leaf_count=603 120 1446 70 internal_value=0 -0.000276164 0.000253287 internal_weight=0 175.544 178.619 internal_count=2239 1566 673 is_linear=0 shrinkage=0.000774078 Tree=771 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=67.8913 37.6755 24.114 threshold=0.083325000000000024 -0.073054999999999981 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2660275813394637e-05 0.00012464138923146831 -0.00021358095268641096 0.0001346000296326413 leaf_weight=61.020571045577526 30.904150992631912 193.19583643600345 128.10631929337978 leaf_count=214 94 1472 459 internal_value=0 -0.000166932 6.45011e-05 internal_weight=0 224.1 189.127 internal_count=2239 1566 673 is_linear=0 shrinkage=0.000284472 Tree=772 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=43.4755 40.7263 6.31768 threshold=-1.0000000180025095e-35 -0.26636999999999994 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064340699038848163 -0.00081895361809713931 0.00022563669414694333 -0.0014257434413033714 leaf_weight=26.672556307166815 34.241335391998291 295.52514017000794 12.486067753285168 leaf_count=274 261 1661 98 internal_value=0 0.00011713 -0.000893435 internal_weight=0 329.766 39.1586 internal_count=2294 1922 372 is_linear=0 shrinkage=0.000906956 Tree=773 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=65.4971 48.9914 23.7016 threshold=0.10491000000000002 0.059940000000000007 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012560131256927234 0.00021983006389818163 0.00022614423892997895 -4.5667122232079623e-05 leaf_weight=244.12717944011092 111.10935074090958 36.866951540112495 36.025923207402229 leaf_count=1692 370 95 137 internal_value=0 -7.94394e-05 0.000154826 internal_weight=0 280.994 147.135 internal_count=2294 1787 507 is_linear=0 shrinkage=0.000284472 Tree=774 num_leaves=4 num_cat=0 split_feature=159 42 50 split_gain=41.9897 39.6087 6.14594 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055223928236002647 -0.00041408616340410495 0.00024519080346347967 -0.0012264606600010653 leaf_weight=26.575874716043472 72.881107401102781 257.37863233685493 12.372983781620858 leaf_count=274 597 1325 98 internal_value=0 9.96873e-05 -0.000766917 internal_weight=0 330.26 38.9489 internal_count=2294 1922 372 is_linear=0 shrinkage=0.00078956 Tree=775 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=61.7186 46.4606 21.4593 threshold=0.10491000000000002 0.059940000000000007 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011272983810949572 0.00020072026092587755 0.00020523709500866059 -3.3608714761207646e-05 leaf_weight=237.89770628884435 107.95680332928896 36.607639394700527 35.982613764703274 leaf_count=1692 370 95 137 internal_value=0 -7.03149e-05 0.000142145 internal_weight=0 274.505 143.939 internal_count=2294 1787 507 is_linear=0 shrinkage=0.000262808 Tree=776 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=64.1055 49.2112 22.4161 threshold=0.083325000000000024 -0.19998499999999997 0.030370000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015954893774944729 0.00050385913480680271 -0.00013384823998250628 -0.0001716301082616647 leaf_weight=188.1121925227344 11.150379329919813 208.03085898980498 19.769718483090401 leaf_count=585 26 1612 94 internal_value=0 -0.000101365 0.000128041 internal_weight=0 219.181 207.882 internal_count=2317 1638 679 is_linear=0 shrinkage=0.000295965 Tree=777 num_leaves=4 num_cat=0 split_feature=484 160 160 split_gain=36.1285 37.5867 7.71045 threshold=-0.0048499999999999993 -0.40446999999999994 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00086689291993433462 -0.00091373965065461287 0.00018073762069822512 -7.1001029619880869e-05 leaf_weight=29.512896381318569 19.98203669115901 313.48207040503621 9.6904758177697641 leaf_count=305 182 1747 83 internal_value=0 0.000115105 -0.000670291 internal_weight=0 333.464 39.2034 internal_count=2317 1929 388 is_linear=0 shrinkage=0.000774078 Tree=778 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=35.0208 34.2645 threshold=-0.23832999999999996 -0.10628499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0008632216481401022 0.00041734637558258546 -0.0001903233278091648 leaf_weight=31.422399275004864 82.660948619246483 257.99869457259774 leaf_count=122 317 1878 internal_value=0 -4.28574e-05 internal_weight=0 340.66 internal_count=2317 2195 is_linear=0 shrinkage=0.000821458 Tree=779 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=57.8143 48.418 22.4549 threshold=0.083325000000000024 -0.19998499999999997 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015398864630601592 0.00047561600400236874 -0.0001225778471611545 -0.00011869176428707847 leaf_weight=175.11881740763783 11.089517477899788 200.30433586239815 27.114197254180908 leaf_count=581 26 1612 98 internal_value=0 -9.11571e-05 0.000117422 internal_weight=0 211.394 202.233 internal_count=2317 1638 679 is_linear=0 shrinkage=0.000278894 Tree=780 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=54.405 47.3585 5.04958 threshold=0.28251000000000009 0.069910000000000014 -0.14924499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3445779978352546e-05 0.00014096052760328 0.00021572536913828797 0.00031503260345885724 leaf_weight=285.68863180652261 23.508258730173111 53.608971178531647 43.147973120212555 leaf_count=1849 72 165 163 internal_value=0 -4.45874e-05 0.000253699 internal_weight=0 339.298 66.6562 internal_count=2249 2014 235 is_linear=0 shrinkage=0.000301884 Tree=781 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=59.0386 40.9734 21.3786 threshold=0.10384000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011938972738253001 0.00021142399396881345 0.00018561034375730705 -3.3861720292747342e-05 leaf_weight=224.07739540934563 107.92013557255268 40.424775518476963 37.144955821335316 leaf_count=1622 365 125 137 internal_value=0 -7.27655e-05 0.000148621 internal_weight=0 264.502 145.065 internal_count=2249 1747 502 is_linear=0 shrinkage=0.000278894 Tree=782 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=65.2719 43.7198 23.2212 threshold=0.10384000000000002 0.080930000000000016 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012848992902207942 0.00019589419994970534 0.00018486191953034128 -0.00011238834739099743 leaf_weight=230.03417067229748 125.30567049980164 40.753831833600998 22.38919910043478 leaf_count=1622 402 125 100 internal_value=0 -8.13205e-05 0.000149153 internal_weight=0 270.788 147.695 internal_count=2249 1747 502 is_linear=0 shrinkage=0.000278894 Tree=783 num_leaves=4 num_cat=0 split_feature=457 4 2 split_gain=36.4334 39.6867 7.64307 threshold=0.069910000000000014 0.28251000000000009 0.090375000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002574364321049234 0.00028578859899890721 0.00066163070404721025 0.00097923529906037993 leaf_weight=257.4541747495532 23.030398905277252 47.631756044924259 33.283136799931526 leaf_count=1849 96 210 94 internal_value=0 -0.000113914 0.000695831 internal_weight=0 305.086 56.3135 internal_count=2249 2059 190 is_linear=0 shrinkage=0.000925095 Tree=784 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=42.7948 51.9938 21.7329 threshold=0.083325000000000024 -0.19998499999999997 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037892482571451547 0.0014018051399624467 -0.00044197430319243658 -0.00043059467834222654 leaf_weight=150.42955043539405 11.445948485285042 169.34287964552641 27.529105111956596 leaf_count=569 27 1549 100 internal_value=0 -0.000325107 0.000253664 internal_weight=0 180.789 177.959 internal_count=2245 1576 669 is_linear=0 shrinkage=0.000837887 Tree=785 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=68.6036 50.5396 28.5124 threshold=0.083325000000000024 -0.026779999999999995 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011051544013932393 0.00011249362282723668 -0.0002515733355042496 0.00014528352208746702 leaf_weight=57.372244581580162 43.016344971954823 180.59536296129227 128.90423423051834 leaf_count=205 139 1437 464 internal_value=0 -0.000181534 6.64954e-05 internal_weight=0 223.612 186.276 internal_count=2245 1576 669 is_linear=0 shrinkage=0.000301884 Tree=786 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=41.534 50.4624 20.8911 threshold=0.083325000000000024 -0.046739999999999997 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031014103561938098 0.00042849559080567075 -0.0004670178154606541 -0.00035375634734282344 leaf_weight=149.97955165803432 39.610856086015701 140.92573100887239 27.566305100917816 leaf_count=569 134 1442 100 internal_value=0 -0.000270512 0.000207035 internal_weight=0 180.537 177.546 internal_count=2245 1576 669 is_linear=0 shrinkage=0.000701106 Tree=787 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=69.342 58.9435 21.335 threshold=0.083325000000000024 -0.026779999999999995 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016775925413373461 0.00019354260054325577 -0.0002300703786041911 -0.0001301850292200501 leaf_weight=169.94911751151085 42.617795161902905 161.07303049042821 28.839102312922478 leaf_count=569 139 1437 100 internal_value=0 -0.000141429 0.000124527 internal_weight=0 203.691 198.788 internal_count=2245 1576 669 is_linear=0 shrinkage=0.000320362 Tree=788 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=36.6863 57.6359 56.1002 threshold=-0.060199999999999997 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081012208669206654 -0.00071643622371272465 0.00014541458759887349 0.00086764769978644074 leaf_weight=90.02998535707593 27.562936298549175 166.75873133540154 83.132077589631081 leaf_count=1067 127 808 297 internal_value=0 -0.000189631 0.000473157 internal_weight=0 256.789 110.695 internal_count=2299 1875 424 is_linear=0 shrinkage=0.000962469 Tree=789 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=60.5708 57.4096 23.6212 threshold=0.10098000000000001 -0.10075499999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001720929822198769 0.00019841927981865945 -0.00015068962364475766 -5.4283273399223334e-05 leaf_weight=54.261725954711437 118.56572795659304 203.69645813107491 37.979117460548878 leaf_count=204 414 1539 142 internal_value=0 -8.27843e-05 0.000137112 internal_weight=0 257.958 156.545 internal_count=2299 1743 556 is_linear=0 shrinkage=0.000278894 Tree=790 num_leaves=4 num_cat=0 split_feature=484 3 1 split_gain=35.4447 34.3908 7.98994 threshold=-0.0048499999999999993 -0.10075499999999998 0.11634000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0007670362612779934 0.00045714949937410669 -4.0830226135184377e-05 -1.4936782706729642e-05 leaf_weight=28.019833318889141 75.303061332553625 255.65913927182555 7.5150215402245513 leaf_count=338 274 1659 28 internal_value=0 7.24938e-05 -0.000608073 internal_weight=0 330.962 35.5349 internal_count=2299 1933 366 is_linear=0 shrinkage=0.000647714 Tree=791 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=34.7699 56.0557 53.7492 threshold=-0.060199999999999997 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069907650344674054 -0.00061248937905064777 0.00012478003509187966 0.00073919076231153673 leaf_weight=88.810711117461324 27.513199806213379 166.94645674154162 82.674340777099133 leaf_count=1067 127 808 297 internal_value=0 -0.000161332 0.000401636 internal_weight=0 255.757 110.188 internal_count=2299 1875 424 is_linear=0 shrinkage=0.000837887 Tree=792 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=40.5633 38.6607 18.3579 threshold=0.10384000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046790408846281709 0.00056946159280476041 -0.00039949684923690779 -0.00016094406117857858 leaf_weight=46.787782933562994 92.552934601902962 189.42416464537382 34.492049627006054 leaf_count=177 378 1586 142 internal_value=0 -0.000227662 0.000371166 internal_weight=0 236.212 127.045 internal_count=2283 1763 520 is_linear=0 shrinkage=0.000854645 Tree=793 num_leaves=4 num_cat=0 split_feature=130 52 133 split_gain=36.3441 37.8888 1.41525 threshold=1.0000000180025095e-35 -0.42890999999999996 0.087985000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071597708639855055 -0.00075755386432326823 9.9270876967149144e-05 -0.00044140587826148174 leaf_weight=22.77655340731144 21.051249060779814 310.62971665523946 7.174254670739173 leaf_count=191 232 1790 70 internal_value=0 4.35396e-05 -0.000677549 internal_weight=0 333.406 28.2255 internal_count=2283 1981 302 is_linear=0 shrinkage=0.000610355 Tree=794 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=38.7586 37.0479 17.7918 threshold=0.10384000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049611097487977653 0.00060872247929610998 -0.00042391990376513183 -0.00017141294133288031 leaf_weight=46.743712577968836 91.411062702536583 188.23698942735791 34.432649828493595 leaf_count=177 378 1586 142 internal_value=0 -0.000240877 0.000395273 internal_weight=0 234.981 125.844 internal_count=2283 1763 520 is_linear=0 shrinkage=0.000925095 Tree=795 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=61.723 41.48 18.9 threshold=0.10384000000000002 -0.060004999999999996 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012229552457815169 0.00016124209217079777 8.3585776526162701e-05 -2.20579480440794e-05 leaf_weight=193.66214444860816 106.70195142179728 66.00323973596096 38.509971506893635 leaf_count=1531 378 232 142 internal_value=0 -6.99611e-05 0.000112635 internal_weight=0 259.665 145.212 internal_count=2283 1763 520 is_linear=0 shrinkage=0.000224304 Tree=796 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=66.6239 45.7833 34.0432 threshold=0.045590000000000006 0.13999000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027349577147574311 -0.00013824468940632653 0.00042453488804588218 2.7559199803636291e-05 leaf_weight=70.906867824494839 201.58350211381912 11.889515608549116 114.39109357446432 leaf_count=210 1629 22 392 internal_value=0 -0.000106865 0.000121689 internal_weight=0 213.473 185.298 internal_count=2253 1651 602 is_linear=0 shrinkage=0.000278894 Tree=797 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=46.321 37.8016 threshold=-0.23832999999999996 0.081875000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00095015454777086202 -0.00025245575436530981 0.00048307339347241496 leaf_weight=33.428462617099285 257.48313655517995 63.633858434855938 leaf_count=122 1891 240 internal_value=0 -0.00010668 internal_weight=0 321.117 internal_count=2253 2131 is_linear=0 shrinkage=0.000854645 Tree=798 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=58.55 72.117 43.2231 threshold=-0.059315 -0.097604999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5714000866625116e-05 0.00025184300472596714 -0.00026089063436383843 -3.8999551951291066e-05 leaf_weight=89.214533761143684 103.13381194323301 122.80644865334034 84.881711639463902 leaf_count=344 360 1270 279 internal_value=0 -0.000110843 0.000120548 internal_weight=0 212.021 188.016 internal_count=2253 1614 639 is_linear=0 shrinkage=0.000301884 Tree=799 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=45.0224 36.5965 threshold=-0.23832999999999996 0.081875000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00092385402403165654 -0.00024299412508699763 0.0004677660728874232 leaf_weight=33.07051694393158 257.55086389183998 63.353194735944271 leaf_count=122 1891 240 internal_value=0 -0.000102656 internal_weight=0 320.904 internal_count=2253 2131 is_linear=0 shrinkage=0.000837887 Tree=800 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=57.3282 49.6787 34.7759 threshold=0.10098000000000001 -0.12077499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019298187131249481 0.00020611742169427205 -0.00014377040016609819 -0.00011444651715401856 leaf_weight=42.926976285874844 122.68886959552765 203.15432826802135 35.240572862327099 leaf_count=140 436 1579 144 internal_value=0 -8.50162e-05 0.000134581 internal_weight=0 246.081 157.929 internal_count=2299 1719 580 is_linear=0 shrinkage=0.000284472 Tree=801 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=31.7709 39.6524 7.13279 threshold=0.080930000000000016 0.12419000000000001 0.089910000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019900635804162047 0.00019124210588134516 0.000531192095940227 0.0007427257067719441 leaf_weight=260.56950263492763 20.551047682762146 46.63444722443819 31.815842971205711 leaf_count=1914 83 199 103 internal_value=0 -8.8134e-05 0.000526448 internal_weight=0 307.204 52.3669 internal_count=2299 2113 186 is_linear=0 shrinkage=0.000729431 Tree=802 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=30.5741 38.158 8.68892 threshold=0.080930000000000016 0.12419000000000001 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026746565743357973 0.00018767745883357839 0.00072023261616681214 0.0010316234783718284 leaf_weight=260.18455965444446 19.707808069884777 46.16250229626894 32.272870890796185 leaf_count=1914 82 199 104 internal_value=0 -0.000118597 0.000711839 internal_weight=0 306.347 51.9807 internal_count=2299 2113 186 is_linear=0 shrinkage=0.00100135 Tree=803 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=29.4299 36.7179 8.54402 threshold=0.080930000000000016 0.12419000000000001 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018333616219562939 0.00012831694905578731 0.00049801578055135357 0.00071552496648604434 leaf_weight=259.80913332477212 19.729504846036434 45.700021371245384 31.85272216796875 leaf_count=1914 82 199 104 internal_value=0 -8.13904e-05 0.000491056 internal_weight=0 305.509 51.5822 internal_count=2299 2113 186 is_linear=0 shrinkage=0.000701106 Tree=804 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=34.9559 33.7651 3.40603 threshold=-1.0000000180025095e-35 -0.082534999999999983 -0.088144999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023824676845677088 -0.0007981975316079449 0.00013229579016369057 -0.00085420878515681843 leaf_weight=5.9069891311228302 22.242644485086203 305.48030933737755 25.34908202663064 leaf_count=64 264 1669 301 internal_value=0 6.91001e-05 -0.000738017 internal_weight=0 327.723 31.2561 internal_count=2298 1933 365 is_linear=0 shrinkage=0.000729431 Tree=805 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=34.5688 32.7291 7.49315 threshold=0.28251000000000009 0.083325000000000024 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019935867488394659 0.00088625800345803975 -0.00042502401282688325 0.00014684525257238436 leaf_weight=141.42128647863865 40.666747391223907 158.51369524374604 17.443361982703209 leaf_count=484 172 1554 88 internal_value=0 -0.00013063 0.000664424 internal_weight=0 299.935 58.1101 internal_count=2298 2038 260 is_linear=0 shrinkage=0.000943597 Tree=806 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=34.2166 54.222 29.9429 threshold=0.089765000000000025 -1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061571696470163963 0.00031417107806138242 -0.00058467873743964303 -0.00084164949792607676 leaf_weight=34.319958411157131 190.27506221458316 114.52847539633512 17.135851658880711 leaf_count=145 927 1079 147 internal_value=0 -0.00030786 0.000218611 internal_weight=0 148.848 207.411 internal_count=2298 1224 1074 is_linear=0 shrinkage=0.000837887 Tree=807 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=32.8983 52.2928 29.2984 threshold=0.089765000000000025 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063248917864838999 -0.00087970948569858791 -0.00059985108433723499 0.00032026277708856009 leaf_weight=33.984061799943447 16.81188290566206 113.54803213104606 190.21930336765945 leaf_count=145 84 1079 990 internal_value=0 -0.000315936 0.000222747 internal_weight=0 147.532 207.031 internal_count=2298 1224 1074 is_linear=0 shrinkage=0.000871738 Tree=808 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=34.1511 32.0167 3.52936 threshold=0.12419000000000001 0.080930000000000016 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019045058282144808 0.0004317448713425449 0.00051761443694227003 0.00084711569056536624 leaf_weight=248.81021719239652 28.88402883708477 45.199787370860577 21.387776903808117 leaf_count=1878 134 167 84 internal_value=0 -8.15693e-05 0.000608716 internal_weight=0 294.01 50.2718 internal_count=2263 2045 218 is_linear=0 shrinkage=0.000774078 Tree=809 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=58.7166 43.9125 18.186 threshold=0.10384000000000002 0.064285000000000009 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001290574849353135 0.0002275256326594446 0.0002758802931959128 -3.4978580208617367e-05 leaf_weight=219.5223286524415 108.10221566259861 28.694504164159298 32.552667811512947 leaf_count=1676 392 71 124 internal_value=0 -8.2228e-05 0.000166776 internal_weight=0 248.217 140.655 internal_count=2263 1747 516 is_linear=0 shrinkage=0.000307922 Tree=810 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=33.2431 30.7881 3.52189 threshold=0.12419000000000001 0.080930000000000016 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020628286404370373 0.0004710364713748707 0.0005606542803163005 0.00093140789845350526 leaf_weight=249.01567093282938 28.767279967665672 45.148039519786835 21.08675641566515 leaf_count=1878 134 167 84 internal_value=0 -8.85451e-05 0.000666042 internal_weight=0 294.164 49.854 internal_count=2263 2045 218 is_linear=0 shrinkage=0.000854645 Tree=811 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=32.1225 29.655 3.52019 threshold=0.12419000000000001 -0.018054999999999998 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019946009786082309 0.00041185917373536766 0.00039774094743449956 0.00082328076933873054 leaf_weight=233.47511887364089 28.562212243676186 60.224752075970173 20.712822042405605 leaf_count=1838 134 207 84 internal_value=0 -7.69829e-05 0.000585053 internal_weight=0 293.7 49.275 internal_count=2263 2045 218 is_linear=0 shrinkage=0.0007589 Tree=812 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=36.0785 48.0553 3.13984 threshold=-0.24600999999999998 -0.060199999999999997 0.50720500000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067127957502388083 -0.00013747189354499839 0.00067710626675472933 -0.0012378391907169289 leaf_weight=17.60116570442915 233.27993081323802 79.982225213199854 14.965030580759047 leaf_count=158 1724 293 103 internal_value=0 7.05351e-05 -0.000932201 internal_weight=0 313.262 32.5662 internal_count=2278 2017 261 is_linear=0 shrinkage=0.000906956 Tree=813 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=53.8929 39.3478 24.8885 threshold=0.083325000000000024 -0.17035999999999998 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013796526368601043 0.00013690320930005186 -0.00017360570140754209 -0.00015854167740486001 leaf_weight=169.19748655706644 40.096322480589151 152.13422670215368 25.297295704483986 leaf_count=581 153 1448 96 internal_value=0 -0.000108831 9.93878e-05 internal_weight=0 192.231 194.495 internal_count=2278 1601 677 is_linear=0 shrinkage=0.000278894 Tree=814 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=56.3478 41.1254 25.175 threshold=0.083325000000000024 -0.046739999999999997 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014682400909619612 0.00016209479036564654 -0.0001857228374975043 -0.00016971965942862762 leaf_weight=168.81531573459506 36.708673119544983 157.3977116458118 25.290714211761951 leaf_count=581 125 1476 96 internal_value=0 -0.000119935 0.000105568 internal_weight=0 194.106 194.106 internal_count=2278 1601 677 is_linear=0 shrinkage=0.000295965 Tree=815 num_leaves=4 num_cat=0 split_feature=52 0 0 split_gain=34.9837 46.384 2.83295 threshold=-0.24600999999999998 -0.060199999999999997 -0.077584999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049307650467889596 -0.00013442433068083196 0.0006657003603738734 -0.0010910667056797587 leaf_weight=9.1376145668327791 234.25774380750954 79.911640297621489 23.1382229141891 leaf_count=84 1724 293 177 internal_value=0 6.91222e-05 -0.000922161 internal_weight=0 314.169 32.2758 internal_count=2278 2017 261 is_linear=0 shrinkage=0.000906956 Tree=816 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=52.5284 35.487 22.9859 threshold=0.10491000000000002 0.080930000000000016 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011604086893742842 0.00022006017038253748 0.00016550155663241347 -5.086934775522104e-05 leaf_weight=221.00028339400887 97.765673689544201 43.31504499912262 34.197458982467651 leaf_count=1658 355 139 134 internal_value=0 -6.98941e-05 0.000149853 internal_weight=0 264.315 131.963 internal_count=2286 1797 489 is_linear=0 shrinkage=0.000284472 Tree=817 num_leaves=4 num_cat=0 split_feature=49 12 48 split_gain=34.8595 37.0037 12.0771 threshold=-0.047749999999999994 0.083325000000000024 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021640189367983111 0.00015683798162903316 -0.00033700683057162595 0.00075500151317579986 leaf_weight=57.089200660586357 126.88474614173174 138.49304802343249 26.654920935630798 leaf_count=225 509 1481 71 internal_value=0 -0.000100891 0.000387966 internal_weight=0 265.378 83.7441 internal_count=2286 1990 296 is_linear=0 shrinkage=0.000660668 Tree=818 num_leaves=4 num_cat=0 split_feature=160 42 52 split_gain=34.6508 38.8165 0.974357 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.41548500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011675672260054687 -0.00059079865263495478 0.00026676887609977803 -0.0016648240691652871 leaf_weight=9.5535452179610747 66.120639719069004 264.85480748303235 7.1480443924665442 leaf_count=102 588 1526 70 internal_value=0 9.54241e-05 -0.00138204 internal_weight=0 330.975 16.7016 internal_count=2286 2114 172 is_linear=0 shrinkage=0.00100135 Tree=819 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=51.4823 35.561 23.4196 threshold=0.10491000000000002 -1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026655991382833671 0.00022500333977132377 -1.1670578388299286e-05 -5.4979025892297573e-05 leaf_weight=59.540082741528749 97.697669729590416 203.69658271223307 33.864018090069294 leaf_count=557 355 1240 134 internal_value=0 -6.93378e-05 0.000152938 internal_weight=0 263.237 131.562 internal_count=2286 1797 489 is_linear=0 shrinkage=0.000290162 Tree=820 num_leaves=4 num_cat=0 split_feature=1456 1213 12 split_gain=30.9356 30.2309 1.92315 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083370000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014204412377382917 -0.00077904407379272042 0.00015396478578372778 -0.00084723898958044509 leaf_weight=6.6360993087291744 29.026291869580746 288.74142487533391 13.972613975405691 leaf_count=38 342 1695 181 internal_value=0 6.8698e-05 -0.00103296 internal_weight=0 317.768 20.6087 internal_count=2256 2037 219 is_linear=0 shrinkage=0.000871738 Tree=821 num_leaves=4 num_cat=0 split_feature=1456 1213 3 split_gain=29.9938 29.2154 1.76369 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.071774999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073981220058121403 -0.0006726096768523731 0.00013106021395536683 -0.0012254455419384875 leaf_weight=13.962426248937847 28.61609860509634 288.67452071048319 6.3407973032444707 leaf_count=178 342 1695 41 internal_value=0 5.8542e-05 -0.000892487 internal_weight=0 317.291 20.3032 internal_count=2256 2037 219 is_linear=0 shrinkage=0.0007589 Tree=822 num_leaves=4 num_cat=0 split_feature=1456 42 12 split_gain=29.0845 28.9521 1.79029 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083370000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011450530222403583 -0.0003694277584307104 0.00016435345550216632 -0.0006849722554996342 leaf_weight=6.4714462235569981 65.491597151383758 251.33177449926734 13.52823945134878 leaf_count=38 594 1443 181 internal_value=0 5.39982e-05 -0.000834794 internal_weight=0 316.823 19.9997 internal_count=2256 2037 219 is_linear=0 shrinkage=0.000715128 Tree=823 num_leaves=4 num_cat=0 split_feature=1456 1213 3 split_gain=28.201 28.0762 1.64909 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.071774999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085405484550164583 -0.00078116498453710331 0.00014850118371584575 -0.0014121366918628854 leaf_weight=13.525123631581666 28.176084786653519 288.32620363868773 6.1768840700387946 leaf_count=178 342 1695 41 internal_value=0 6.56971e-05 -0.00103022 internal_weight=0 316.502 19.702 internal_count=2256 2037 219 is_linear=0 shrinkage=0.000889172 Tree=824 num_leaves=4 num_cat=0 split_feature=484 3 3 split_gain=31.8079 32.3965 4.97321 threshold=-0.0048499999999999993 -0.10106999999999998 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094596289581329058 0.0006184845669435882 -4.2423704209469638e-05 -0.00010342639906187835 leaf_weight=26.92854549922049 73.70617538690567 239.31006955727935 6.6409882456064215 leaf_count=338 275 1655 21 internal_value=0 0.000113229 -0.000779439 internal_weight=0 313.016 33.5695 internal_count=2289 1930 359 is_linear=0 shrinkage=0.000871738 Tree=825 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=39.3764 50.4145 20.9598 threshold=0.10508500000000001 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020813250947640505 0.00022097814258138253 -0.00012679045586064066 -6.4787859021981912e-05 leaf_weight=53.051202960312366 94.198111116886139 216.26774722337723 32.800891932100058 leaf_count=182 355 1626 126 internal_value=0 -6.08063e-05 0.000147173 internal_weight=0 269.319 126.999 internal_count=2289 1808 481 is_linear=0 shrinkage=0.000307922 Tree=826 num_leaves=4 num_cat=0 split_feature=130 52 4 split_gain=28.4909 31.2946 3.88366 threshold=1.0000000180025095e-35 0.18829500000000002 -0.045404999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015886288366902005 -0.00039449072755820558 -0.00073603728441012624 -0.00098779932333148391 leaf_weight=294.43028518185019 11.48046198859811 25.418677365407348 15.694856317713855 leaf_count=1767 161 217 144 internal_value=0 8.77047e-05 -0.000737604 internal_weight=0 319.849 27.1753 internal_count=2289 1984 305 is_linear=0 shrinkage=0.000774078 Tree=827 num_leaves=4 num_cat=0 split_feature=484 42 3 split_gain=36.7087 40.0164 5.43091 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.036004999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037162598783738052 -0.00015839001389016301 9.4059377125903194e-05 -0.00013349994711674926 leaf_weight=23.165300026535988 75.853703383356333 276.46759036183357 14.979971967637537 leaf_count=297 594 1336 62 internal_value=0 3.97022e-05 -0.000278225 internal_weight=0 352.321 38.1453 internal_count=2289 1930 359 is_linear=0 shrinkage=0.000307922 Tree=828 num_leaves=3 num_cat=0 split_feature=13 376 split_gain=41.3807 32.3199 threshold=-0.24689499999999998 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00080717598463322297 -0.00019567465985278947 0.00062251821333575029 leaf_weight=30.731586508452892 283.00456160306931 30.815990515053272 leaf_count=121 2040 121 internal_value=0 -0.000115298 internal_weight=0 313.821 internal_count=2282 2161 is_linear=0 shrinkage=0.0007589 Tree=829 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=55.4627 44.6326 32.8885 threshold=0.045590000000000006 0.097665000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002462261248286936 -0.00013758848391879616 0.00037054331459754092 8.7251600394249025e-06 leaf_weight=71.719322234392166 196.00100989639759 13.817448943853377 111.09991820156574 leaf_count=230 1636 27 389 internal_value=0 -0.000104095 0.000101912 internal_weight=0 209.818 182.819 internal_count=2282 1663 619 is_linear=0 shrinkage=0.000273426 Tree=830 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=40.1517 40.592 threshold=-0.24689499999999998 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00095579698589449134 0.00042761660497740982 -0.00032395170116883231 leaf_weight=30.439825177192688 78.966244142502546 234.92680011875927 leaf_count=121 330 1831 internal_value=0 -0.000134865 internal_weight=0 313.893 internal_count=2282 2161 is_linear=0 shrinkage=0.000906956 Tree=831 num_leaves=4 num_cat=0 split_feature=12 3 15 split_gain=49.7174 45.283 26.6638 threshold=0.083325000000000024 0.10798000000000001 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012385670141129091 -0.00014610907557924597 0.00041529435922225982 -0.00022008208177462925 leaf_weight=174.45103848725557 179.24733442440629 11.900197252631186 19.473421640694141 leaf_count=595 1568 22 97 internal_value=0 -0.00011112 8.93009e-05 internal_weight=0 191.148 193.924 internal_count=2282 1590 692 is_linear=0 shrinkage=0.000278894 Tree=832 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=29.9938 28.6481 6.47251 threshold=1.0000000180025095e-35 -0.23832999999999996 0.084520000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00082633756195138355 0.00028309426210744855 -0.00018610253073313921 0.00094169015124532791 leaf_weight=23.015187092125416 20.407738067209721 272.48209579847753 25.565862998366356 leaf_count=93 93 1994 106 internal_value=0 -0.000107199 0.000649578 internal_weight=0 295.497 45.9736 internal_count=2286 2087 199 is_linear=0 shrinkage=0.000871738 Tree=833 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=28.9778 24.8585 6.42706 threshold=1.0000000180025095e-35 -0.10075499999999998 0.084520000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027096398362752241 0.00022804629002911694 -0.0002068265231043362 0.00076927369647990078 leaf_weight=74.49424521997571 20.317902125418186 220.42552864179015 25.103014774620533 leaf_count=316 93 1771 106 internal_value=0 -8.61309e-05 0.000527367 internal_weight=0 294.92 45.4209 internal_count=2286 2087 199 is_linear=0 shrinkage=0.000715128 Tree=834 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=45.7245 30.6841 15.9934 threshold=0.10491000000000002 -0.11372999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016393387513600766 0.00032073810153984602 -0.0001432281123844862 7.0481859621055129e-05 leaf_weight=45.734584033489227 45.958042204380035 210.67437037453055 82.480631109327078 leaf_count=173 189 1630 294 internal_value=0 -8.84328e-05 0.000160063 internal_weight=0 256.409 128.439 internal_count=2286 1803 483 is_linear=0 shrinkage=0.000339971 Tree=835 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=48.4921 32.8457 15.7355 threshold=0.10491000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001411203476788386 0.00019917923267228499 -0.00011888651479924007 -1.8856188769621628e-05 leaf_weight=46.108570963144302 92.342170044779778 209.12826553732157 35.691877465695143 leaf_count=173 346 1630 137 internal_value=0 -7.19092e-05 0.000138404 internal_weight=0 255.237 128.034 internal_count=2286 1803 483 is_linear=0 shrinkage=0.000278894 Tree=836 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=47.809 31.8152 1.45337 threshold=0.18829500000000002 -0.24600999999999998 -0.041264999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058413760529034994 -0.00081484999124952439 0.00019535013657063642 -0.0011842008115944005 leaf_weight=35.362025314942002 16.928776627406481 277.11519008688629 10.55592382699251 leaf_count=273 169 1740 94 internal_value=0 0.000107108 -0.000957428 internal_weight=0 312.477 27.4847 internal_count=2276 2013 263 is_linear=0 shrinkage=0.000774078 Tree=837 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=48.4604 37.7915 25.2441 threshold=0.083325000000000024 0.10798000000000001 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018722527251304231 -0.00015177573822452859 0.00035060724081064173 -1.9696694012442935e-05 leaf_weight=65.657885491847992 209.40249650552869 10.861473768949507 107.16248619556427 leaf_count=245 1599 21 411 internal_value=0 -0.000126974 5.89291e-05 internal_weight=0 220.264 172.82 internal_count=2276 1620 656 is_linear=0 shrinkage=0.000262808 Tree=838 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=46.2043 30.6171 1.43876 threshold=0.18829500000000002 -0.24600999999999998 -0.041264999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006136063656429965 -0.00085627980347576882 0.00019943951118722632 -0.0012482034750109243 leaf_weight=35.197714127600193 16.809367004781965 277.74906235188246 10.430351566523312 leaf_count=273 169 1740 94 internal_value=0 0.000107963 -0.00100712 internal_weight=0 312.947 27.2397 internal_count=2276 2013 263 is_linear=0 shrinkage=0.000821458 Tree=839 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=44.6788 29.4172 1.53472 threshold=0.18829500000000002 -0.24600999999999998 -0.14078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066785461012004352 -0.00071586644570289062 0.0002152984115359483 -0.0012245520538390242 leaf_weight=34.907280351966619 6.5526209026575115 277.69856905564666 20.340502511709929 leaf_count=273 32 1740 231 internal_value=0 0.000116646 -0.0011012 internal_weight=0 312.606 26.8931 internal_count=2276 2013 263 is_linear=0 shrinkage=0.000906956 Tree=840 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=33.025 44.8625 24.5556 threshold=0.10098000000000001 -0.11372999999999998 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058104492618677036 0.00057030226077791691 -0.0004213967679688981 -0.00034239703087087149 leaf_weight=44.5133146494627 98.852658092975616 170.19935226999223 30.479866985231638 leaf_count=165 440 1581 133 internal_value=0 -0.000213542 0.000355187 internal_weight=0 214.713 129.333 internal_count=2319 1746 573 is_linear=0 shrinkage=0.000889172 Tree=841 num_leaves=4 num_cat=0 split_feature=130 484 4 split_gain=32.2397 32.7802 1.3445 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.042279999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006670003621238493 -0.00065197871582394168 0.00015641772504950124 -0.001019648728370357 leaf_weight=33.70778333209455 11.443421041592957 283.37876940891147 13.986111938953398 leaf_count=343 170 1671 135 internal_value=0 6.88496e-05 -0.000854809 internal_weight=0 317.087 25.4295 internal_count=2319 2014 305 is_linear=0 shrinkage=0.00078956 Tree=842 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=55.086 48.8369 26.6628 threshold=0.10098000000000001 -0.11372999999999998 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017500798882461681 0.00020039674992175432 -0.00015114877400315157 -8.9601004083682487e-05 leaf_weight=46.238210462033749 113.86167913675308 188.74314609542489 33.105342335999012 leaf_count=165 440 1581 133 internal_value=0 -8.69606e-05 0.00013507 internal_weight=0 234.981 146.967 internal_count=2319 1746 573 is_linear=0 shrinkage=0.000284472 Tree=843 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=31.8867 42.9738 23.6074 threshold=0.10098000000000001 -0.11372999999999998 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062567918739991348 0.00062086223987844926 -0.00045771592327427862 -0.00036755592878617307 leaf_weight=44.550418969243765 98.123583182692528 169.40901409089565 30.519848387688398 leaf_count=165 440 1581 133 internal_value=0 -0.000232097 0.000386346 internal_weight=0 213.959 128.643 internal_count=2319 1746 573 is_linear=0 shrinkage=0.000981718 Tree=844 num_leaves=4 num_cat=0 split_feature=484 160 3 split_gain=30.0218 26.2221 7.11028 threshold=-0.0048499999999999993 -0.40446999999999994 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010068144038171138 -0.00091354289244455233 0.00014635348546434385 -2.601220558141721e-05 leaf_weight=25.879238719120622 18.895232036709785 285.30518396943808 7.1737754717469207 leaf_count=346 187 1711 23 internal_value=0 8.04654e-05 -0.000794081 internal_weight=0 304.2 33.053 internal_count=2267 1898 369 is_linear=0 shrinkage=0.000871738 Tree=845 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=43.0082 48.211 25.21 threshold=0.083325000000000024 -0.17035999999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000235788703250301 0.00017349836217156727 -0.00017549046802305677 1.4328849921634813e-05 leaf_weight=68.134091466665268 42.586445540189743 153.05764933675528 118.57736716419458 leaf_count=238 158 1444 427 internal_value=0 -9.95155e-05 9.5159e-05 internal_weight=0 195.644 186.711 internal_count=2267 1602 665 is_linear=0 shrinkage=0.000290162 Tree=846 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=46.6402 46.2063 26.6517 threshold=0.083325000000000024 -0.17035999999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020782253733457612 0.000142413069682769 -0.00015001000397275418 1.4301809746612116e-05 leaf_weight=69.422966368496418 42.262842953205109 153.2967477068305 117.50409952923656 leaf_count=238 158 1444 427 internal_value=0 -8.6806e-05 8.61875e-05 internal_weight=0 195.56 186.927 internal_count=2267 1602 665 is_linear=0 shrinkage=0.00024765 Tree=847 num_leaves=4 num_cat=0 split_feature=484 160 3 split_gain=29.2063 25.3762 7.03325 threshold=-0.0048499999999999993 -0.40446999999999994 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085361198758327297 -0.00077124440707001867 0.00012190759139229615 -2.0863766417928396e-05 leaf_weight=25.634430844336748 18.743016894906759 286.62341334670782 7.1885237805545321 leaf_count=346 187 1711 23 internal_value=0 6.70422e-05 -0.000671351 internal_weight=0 305.366 32.823 internal_count=2267 1898 369 is_linear=0 shrinkage=0.00074402 Tree=848 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=54.7636 54.283 38.7428 threshold=-0.063304999999999986 -0.097604999999999983 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5737689753216223e-05 0.00025372499500499765 -0.00024973114126485013 -3.5298519149482165e-05 leaf_weight=86.037619810551405 98.587868578732014 122.51530657336116 85.346393201500177 leaf_count=350 362 1281 297 internal_value=0 -0.000115466 0.000119627 internal_weight=0 208.553 183.934 internal_count=2290 1631 659 is_linear=0 shrinkage=0.00031408 Tree=849 num_leaves=3 num_cat=0 split_feature=3 123 split_gain=50.5806 44.9302 threshold=0.13999000000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.5007805969051314e-05 0.00029275783763088825 0.00021103108688434402 leaf_weight=294.83417586237192 39.165559038519859 47.677649609744549 leaf_count=1986 133 171 internal_value=0 -3.51816e-05 internal_weight=0 342.512 internal_count=2290 2157 is_linear=0 shrinkage=0.000273426 Tree=850 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=41.7856 31.2642 threshold=-0.23832999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010631379387901541 -0.0010406610922190879 -1.3688804906338631e-05 leaf_weight=30.643397711217403 30.439169453456998 278.98042031377554 leaf_count=122 370 1798 internal_value=0 -0.000114775 internal_weight=0 309.42 internal_count=2290 2168 is_linear=0 shrinkage=0.000962469 Tree=851 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=47.3742 33.2324 19.6157 threshold=0.10491000000000002 -0.24689499999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032405572511557621 0.00017178742946218767 -9.105603890783384e-05 -0.00012837273623137176 leaf_weight=14.082086488604544 107.10334335267544 240.65495688281953 17.478877641260624 leaf_count=25 401 1775 89 internal_value=0 -6.80857e-05 0.000129662 internal_weight=0 254.737 124.582 internal_count=2290 1800 490 is_linear=0 shrinkage=0.000262808 Tree=852 num_leaves=4 num_cat=0 split_feature=481 130 13 split_gain=32.536 31.6622 2.27938 threshold=-0.0079799999999999992 1.0000000180025095e-35 -0.0023399999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095769632407575588 0.00018560122768413457 -0.00091597354085449514 -0.0016590550338244033 leaf_weight=12.639930736273529 293.13422843441367 27.487604916095734 7.0174651872366658 leaf_count=185 1747 289 45 internal_value=0 9.11119e-05 -0.00120944 internal_weight=0 320.622 19.6574 internal_count=2266 2036 230 is_linear=0 shrinkage=0.000981718 Tree=853 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=39.4501 47.9494 28.1842 threshold=-0.059315 -0.10106999999999998 0.096175000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6379348302734534e-05 0.00015339825576147275 -0.00019863253641369931 -0.00018557617735647465 leaf_weight=79.060798101127148 155.4567069336772 123.81840880587697 24.914668276906013 leaf_count=308 554 1309 95 internal_value=0 -8.36699e-05 0.000106561 internal_weight=0 202.879 180.371 internal_count=2266 1617 649 is_linear=0 shrinkage=0.000295965 Tree=854 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=43.1082 30.6801 27.1225 threshold=0.10384000000000002 -0.13056499999999996 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4971307462064134e-05 0.0001660499417100377 -0.00015330008460726573 -0.00013457235072453162 leaf_weight=55.109330467879772 88.651912614703178 218.5016283094883 30.021806508302689 leaf_count=179 377 1582 128 internal_value=0 -0.000107321 8.99898e-05 internal_weight=0 273.611 118.674 internal_count=2266 1761 505 is_linear=0 shrinkage=0.000273426 Tree=855 num_leaves=4 num_cat=0 split_feature=481 130 13 split_gain=31.4836 30.5866 2.20614 threshold=-0.0079799999999999992 1.0000000180025095e-35 -0.0023399999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089442756401685302 0.0001674876152242261 -0.00085431095107939433 -0.0015468230078557641 leaf_weight=12.591692175716164 294.48849924653769 27.385035796090961 6.9605326466262332 leaf_count=185 1747 289 45 internal_value=0 8.05074e-05 -0.00112796 internal_weight=0 321.874 19.5522 internal_count=2266 2036 230 is_linear=0 shrinkage=0.000925095 Tree=856 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=30.1757 27.9984 threshold=-0.24689499999999998 -0.075714999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0009163974613988525 0.00025995148865235146 -0.00029930207524973287 leaf_weight=29.093449622392654 130.66920248232782 185.12453808262944 leaf_count=119 891 1268 internal_value=0 -6.78923e-05 internal_weight=0 315.794 internal_count=2278 2159 is_linear=0 shrinkage=0.000925095 Tree=857 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=45.1277 41.2449 31.8301 threshold=0.045590000000000006 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026120647439604826 -0.00014359428351904023 0.00018373038207013937 1.2680563908439006e-05 leaf_weight=68.023359313607216 176.01106005907059 37.833969920873642 107.74069930613041 leaf_count=213 1550 133 382 internal_value=0 -8.5672e-05 0.000108882 internal_weight=0 213.845 175.764 internal_count=2278 1683 595 is_linear=0 shrinkage=0.000284472 Tree=858 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=46.0101 40.4569 33.1615 threshold=0.045590000000000006 0.097665000000000016 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027919076835481506 -0.00012687967181999155 0.0004066931906861803 1.0889860934156658e-05 leaf_weight=68.899268336594105 200.52292933687568 13.826092466711996 107.42267622798681 leaf_count=213 1655 28 382 internal_value=0 -9.24296e-05 0.00011575 internal_weight=0 214.349 176.322 internal_count=2278 1683 595 is_linear=0 shrinkage=0.000301884 Tree=859 num_leaves=4 num_cat=0 split_feature=130 52 40 split_gain=26.7051 27.6996 3.53972 threshold=1.0000000180025095e-35 -0.40083999999999992 -0.03549999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075620836563145683 -0.00023954527830684998 0.00016114182043530255 -0.0010088016683634027 leaf_weight=27.332735057920218 5.8872087672352817 292.58712723664939 20.143980041146278 leaf_count=213 24 1766 275 internal_value=0 8.27265e-05 -0.00083513 internal_weight=0 319.92 26.0312 internal_count=2278 1979 299 is_linear=0 shrinkage=0.000871738 Tree=860 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=61.1279 31.6445 19.0545 threshold=0.10491000000000002 -0.12077499999999998 0.10621500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012347451478012059 0.00018998000627090444 -0.00011872958673105654 -5.1768425248175306e-05 leaf_weight=45.042307913303375 108.82706918567419 215.17786771431565 28.384314104914665 leaf_count=160 403 1659 108 internal_value=0 -7.67998e-05 0.00013997 internal_weight=0 260.22 137.211 internal_count=2330 1819 511 is_linear=0 shrinkage=0.000262808 Tree=861 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=35.1197 31.0689 19.1607 threshold=0.10491000000000002 -0.10075499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037860208005840112 0.00050988466617997289 -0.00036887285078144043 -0.00051498556807232782 leaf_weight=52.400817066431046 100.89206580817699 180.39218693785369 15.335618779063223 leaf_count=227 452 1592 59 internal_value=0 -0.000200602 0.000374596 internal_weight=0 232.793 116.228 internal_count=2330 1819 511 is_linear=0 shrinkage=0.000854645 Tree=862 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=58.6469 33.9242 20.3537 threshold=0.10491000000000002 -0.12077499999999998 0.10621500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016362985308892197 0.00023659967017368159 -0.00014833145240394382 -7.7943036662741496e-05 leaf_weight=45.105905808508396 107.2896483540535 212.54441795125604 27.610857680439949 leaf_count=160 403 1659 108 internal_value=0 -9.37094e-05 0.000172218 internal_weight=0 257.65 134.901 internal_count=2330 1819 511 is_linear=0 shrinkage=0.000326769 Tree=863 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=59.2576 28.3986 20.9359 threshold=0.10491000000000002 1.0000000180025095e-35 0.10621500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8448112738197687e-05 0.00020475599434987874 0.00037975265640814601 -6.8572453291300837e-05 leaf_weight=244.9237043838948 107.16416013240814 10.037580154836176 27.351501457393169 leaf_count=1797 403 22 108 internal_value=0 -7.95948e-05 0.000149177 internal_weight=0 254.961 134.516 internal_count=2330 1819 511 is_linear=0 shrinkage=0.000278894 Tree=864 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=33.3813 31.4995 17.918 threshold=0.085685000000000011 -0.24297999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085737609658040554 0.00051435644127110439 9.1652122284633116e-06 -0.00091075363224338529 leaf_weight=33.220633402466774 7.1355575546622267 265.70938939973712 35.58966408111155 leaf_count=169 31 1679 398 internal_value=0 0.000103477 -0.000672622 internal_weight=0 298.93 42.7252 internal_count=2277 1848 429 is_linear=0 shrinkage=0.000821458 Tree=865 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=51.2607 39.9337 28.3004 threshold=0.080235000000000015 -0.060004999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024584370057510681 -0.00016031538855561955 0.00011959332767982642 2.0894877116545434e-05 leaf_weight=69.37993523478508 154.47143673151731 50.565867535769939 105.19603688269854 leaf_count=231 1450 209 387 internal_value=0 -9.12802e-05 0.000110311 internal_weight=0 205.037 174.576 internal_count=2277 1659 618 is_linear=0 shrinkage=0.000273426 Tree=866 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=32.3573 30.9158 17.4897 threshold=0.085685000000000011 -0.24297999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083782324500851165 0.0004990337809681677 8.4956156700154515e-06 -0.00088639759005695884 leaf_weight=32.720900692045689 7.091171257197856 266.18330890126526 35.137954389676452 leaf_count=169 31 1679 398 internal_value=0 9.93294e-05 -0.000653634 internal_weight=0 298.904 42.2291 internal_count=2277 1848 429 is_linear=0 shrinkage=0.000805351 Tree=867 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=31.3199 30.1906 16.9839 threshold=0.085685000000000011 -0.24297999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080231103713896735 0.00047338495861950044 7.9823582405188426e-06 -0.00084564419154010474 leaf_weight=32.11268013715744 7.0249552577733985 266.19075733795762 34.61318675801158 leaf_count=169 31 1679 398 internal_value=0 9.35386e-05 -0.00062299 internal_weight=0 298.303 41.6381 internal_count=2277 1848 429 is_linear=0 shrinkage=0.000774078 Tree=868 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=33.6989 27.1721 20.3664 threshold=0.10098000000000001 -0.11372999999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048066199259467167 0.00057160043268172412 -0.00036953139701831117 -0.00050006439374359864 leaf_weight=41.495923604816198 106.11344715952873 172.73838849551976 18.533915042877197 leaf_count=157 449 1565 106 internal_value=0 -0.000204826 0.000412202 internal_weight=0 214.234 124.647 internal_count=2277 1722 555 is_linear=0 shrinkage=0.000943597 Tree=869 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=60.6318 37.3759 20.7796 threshold=0.081180000000000016 0.13052500000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2895157562956302e-05 -0.00010929701308655991 0.00026132957219715682 0.00014236981724240864 leaf_weight=41.023177430033684 190.34436600282788 15.376552715897558 139.16475514322519 leaf_count=146 1617 44 470 internal_value=0 -8.1573e-05 0.000100191 internal_weight=0 205.721 180.188 internal_count=2277 1661 616 is_linear=0 shrinkage=0.000228791 Tree=870 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=32.7822 26.0711 19.7288 threshold=0.10098000000000001 -0.11372999999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004077272919765453 0.00049190331611399134 -0.00031668207860236701 -0.00042688890908622014 leaf_weight=41.592706717550755 105.56120011582971 172.50436688028276 18.524180177599192 leaf_count=157 449 1565 106 internal_value=0 -0.000175927 0.000354696 internal_weight=0 214.097 124.085 internal_count=2277 1722 555 is_linear=0 shrinkage=0.000821458 Tree=871 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=57.9466 50.724 22.9115 threshold=0.081180000000000016 -0.17035999999999998 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015927295522643987 0.00018398769984765101 -0.00016917631251466984 -0.00015026455063072816 leaf_weight=159.17451901733875 41.081863321363926 165.17960840836167 22.013636760413647 leaf_count=531 154 1507 85 internal_value=0 -9.88248e-05 0.000121654 internal_weight=0 206.261 181.188 internal_count=2277 1661 616 is_linear=0 shrinkage=0.000284472 Tree=872 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=31.9585 29.9903 25.3036 threshold=0.045590000000000006 0.097665000000000016 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085754265403844882 -0.00037613897008306659 0.0011509666454668516 3.0518966101590053e-05 leaf_weight=57.240494139492512 171.17657907865942 13.343041233718393 94.502031464129686 leaf_count=218 1631 28 373 internal_value=0 -0.000265603 0.000342558 internal_weight=0 184.52 151.743 internal_count=2250 1659 591 is_linear=0 shrinkage=0.000981718 Tree=873 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=55.7556 39.2346 25.1641 threshold=0.045590000000000006 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002649074317371148 -0.0001574386708581276 0.00017229516588019531 3.5879126878072745e-05 leaf_weight=66.104820393025875 171.31872414052486 36.914764724671841 103.80777586996555 leaf_count=218 1530 129 373 internal_value=0 -9.89744e-05 0.000125003 internal_weight=0 208.233 169.913 internal_count=2250 1659 591 is_linear=0 shrinkage=0.000290162 Tree=874 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=31.0508 29.5395 24.6004 threshold=0.045590000000000006 -0.17035999999999998 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065634206591141172 0.0004053489756554736 -0.00035453351097329978 2.4398315855692027e-05 leaf_weight=56.730216957628727 36.808119181543589 147.35975174419582 94.652727153152227 leaf_count=218 157 1502 373 internal_value=0 -0.000202636 0.00026127 internal_weight=0 184.168 151.383 internal_count=2250 1659 591 is_linear=0 shrinkage=0.0007589 Tree=875 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=29.8182 28.8873 16.732 threshold=0.045590000000000006 0.097665000000000016 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039643677347582528 -0.000312803764285042 0.00096943563786480432 -0.00040534682753290158 leaf_weight=129.4474175684154 169.99461465887725 13.281535059213637 21.259688943624496 leaf_count=504 1631 28 87 internal_value=0 -0.000219792 0.000283295 internal_weight=0 183.276 150.707 internal_count=2250 1659 591 is_linear=0 shrinkage=0.000837887 Tree=876 num_leaves=4 num_cat=0 split_feature=52 1213 159 split_gain=37.1068 30.7199 1.84873 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.041264999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008214612402434741 -0.0008747656992447668 0.00014941043064761554 -0.0013766495031403315 leaf_weight=28.361026134341955 15.94223395176232 279.86428948864341 9.3106137141585332 leaf_count=357 157 1662 92 internal_value=0 6.00314e-05 -0.00106071 internal_weight=0 308.225 25.2528 internal_count=2268 2019 249 is_linear=0 shrinkage=0.000889172 Tree=877 num_leaves=4 num_cat=0 split_feature=52 1213 158 split_gain=35.8948 29.7262 1.85516 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.044724999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073879392102469495 -0.00062990498264903065 0.00013230924124712416 -0.0011026649018945861 leaf_weight=27.926189377903938 8.0431907698512095 279.82528503984213 16.903983240947127 leaf_count=357 77 1662 172 internal_value=0 5.32221e-05 -0.000950841 internal_weight=0 307.751 24.9472 internal_count=2268 2019 249 is_linear=0 shrinkage=0.000805351 Tree=878 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=44.7074 34.0798 23.2345 threshold=0.083325000000000024 0.13052500000000003 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013490387493720788 -0.00014509068430097131 0.00034455927976270723 0.0001513363830855532 leaf_weight=31.313792664557695 175.99660289101303 13.965208157896994 147.57558868825436 leaf_count=130 1570 42 526 internal_value=0 -0.000109063 0.000101222 internal_weight=0 189.962 178.889 internal_count=2268 1612 656 is_linear=0 shrinkage=0.000301884 Tree=879 num_leaves=4 num_cat=0 split_feature=52 1213 158 split_gain=34.7913 28.8775 1.85356 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.044724999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084325437868652733 -0.00071235426922290168 0.00014876589408405186 -0.0012570368074053824 leaf_weight=27.56450298987329 8.0095941368490475 280.31733386404812 16.680082617327571 leaf_count=357 77 1662 172 internal_value=0 5.9904e-05 -0.00108102 internal_weight=0 307.882 24.6897 internal_count=2268 2019 249 is_linear=0 shrinkage=0.000925095 Tree=880 num_leaves=4 num_cat=0 split_feature=16 0 52 split_gain=32.8313 35.7212 6.47301 threshold=0.26411500000000004 -0.060199999999999997 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2470021429410115e-05 -0.0010020337151279127 0.00059729788052738896 -0.0003552160925928423 leaf_weight=223.60207863338292 21.042204299941659 67.139493476599455 19.228538313880563 leaf_count=1747 187 264 99 internal_value=0 8.22252e-05 -0.000693505 internal_weight=0 290.742 40.2707 internal_count=2297 2011 286 is_linear=0 shrinkage=0.000805351 Tree=881 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=41.1097 44.4039 3.44772 threshold=1.0000000180025095e-35 -0.10899499999999999 0.097395000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020364754454732653 0.00013964525457709956 -9.631468051654909e-05 0.00030621498132038413 leaf_weight=54.141170546412468 17.383940279483795 265.1786129809916 32.754572205245495 leaf_count=211 41 1900 145 internal_value=0 -4.54465e-05 0.000248537 internal_weight=0 319.32 50.1385 internal_count=2297 2111 186 is_linear=0 shrinkage=0.000301884 Tree=882 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=46.9954 34.9762 25.0085 threshold=0.045590000000000006 -0.17035999999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025165457672671931 0.00013971230849409527 -0.00015456330573086606 2.338031395471654e-05 leaf_weight=60.602598235011101 40.648610796779394 166.53887691535056 108.09276960790157 leaf_count=210 159 1528 400 internal_value=0 -9.68211e-05 0.000105405 internal_weight=0 207.187 168.695 internal_count=2297 1687 610 is_linear=0 shrinkage=0.000284472 Tree=883 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=43.8932 35.0214 26.6171 threshold=0.045590000000000006 -0.047749999999999994 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029257400669696089 0.00016840798570968478 -0.00017322590132877347 2.1752111048908287e-05 leaf_weight=60.727738119661808 39.860295221209526 163.02135393768549 107.02512308210135 leaf_count=210 136 1551 400 internal_value=0 -0.000106095 0.000119814 internal_weight=0 202.882 167.753 internal_count=2297 1687 610 is_linear=0 shrinkage=0.000326769 Tree=884 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=54.5098 27.1314 21.0907 threshold=0.10384000000000002 -0.45122499999999993 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003885867382375997 0.00019571751873995763 -9.7363123341658158e-05 -0.000116885806531914 leaf_weight=9.6648950278758985 113.79549588263035 233.30119257234037 20.618528075516224 leaf_count=16 430 1755 98 internal_value=0 -7.80036e-05 0.000147756 internal_weight=0 242.966 134.414 internal_count=2299 1771 528 is_linear=0 shrinkage=0.000284472 Tree=885 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=60.5792 39.751 22.1191 threshold=0.10384000000000002 -0.11372999999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014946532768659804 0.0001983419510198108 -0.00013435592082632758 -0.00011621629672028594 leaf_weight=47.519076138734818 116.68388713896275 199.32143319025636 20.419057298451662 leaf_count=169 430 1602 98 internal_value=0 -7.97104e-05 0.000151484 internal_weight=0 246.841 137.103 internal_count=2299 1771 528 is_linear=0 shrinkage=0.000278894 Tree=886 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=51.489 39.5536 18.7722 threshold=0.10384000000000002 -0.11372999999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017631676169025886 0.0002124339028590005 -0.00014550852339473733 -0.00012069582161379091 leaf_weight=46.802697282284498 111.08515064418316 192.80960729345679 19.623006086796522 leaf_count=169 430 1602 98 internal_value=0 -8.26384e-05 0.000162411 internal_weight=0 239.612 130.708 internal_count=2299 1771 528 is_linear=0 shrinkage=0.00031408 Tree=887 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=33.2641 38.2707 16.2775 threshold=0.10384000000000002 -0.11372999999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047853146309267817 0.00048277985083746306 -0.00033749928262774207 -0.00032484883004331742 leaf_weight=45.03364522010088 96.80100105702877 174.98234046064317 18.521787192672491 leaf_count=169 430 1602 98 internal_value=0 -0.000170444 0.000353036 internal_weight=0 220.016 115.323 internal_count=2299 1771 528 is_linear=0 shrinkage=0.00078956 Tree=888 num_leaves=4 num_cat=0 split_feature=0 52 0 split_gain=28.4762 46 44.904 threshold=-0.061684999999999997 -0.26636999999999994 -0.10071499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019317531569557154 -0.0007180255824509364 0.0005805076807353719 -0.00045521126545363381 leaf_weight=118.67004185169935 18.476142190396786 82.32156639918685 117.80599019490182 leaf_count=473 126 299 1373 internal_value=0 0.000342397 -0.000129844 internal_weight=0 100.798 236.476 internal_count=2271 425 1846 is_linear=0 shrinkage=0.00074402 Tree=889 num_leaves=4 num_cat=0 split_feature=0 52 0 split_gain=27.3697 44.2753 43.1914 threshold=-0.061684999999999997 -0.26636999999999994 -0.10071499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019285449412677886 -0.00072466068636187393 0.0005817018741357383 -0.00045708764949340346 leaf_weight=118.52742720395327 18.256976246833801 81.921062976121902 116.99432172812521 leaf_count=473 126 299 1373 internal_value=0 0.000343531 -0.000130012 internal_weight=0 100.178 235.522 internal_count=2271 425 1846 is_linear=0 shrinkage=0.0007589 Tree=890 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=33.3296 44.9675 23.0938 threshold=0.10384000000000002 -0.11880499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021085381713911123 0.0002168802558655559 -0.00013699721887016578 -0.00010523060002207881 leaf_weight=49.70576910674572 97.453042037785053 196.47731989622116 31.41730260103941 leaf_count=160 383 1592 136 internal_value=0 -6.67532e-05 0.000138349 internal_weight=0 246.183 128.87 internal_count=2271 1752 519 is_linear=0 shrinkage=0.000326769 Tree=891 num_leaves=4 num_cat=0 split_feature=52 159 51 split_gain=26.1862 30.6282 2.48225 threshold=-0.42890999999999996 -0.032739999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00097607202116125019 -0.00070290679581592672 0.00015097041332643989 -0.00042645361296078329 leaf_weight=15.625218421220781 28.842081319540739 282.72526653110981 7.6861918624490491 leaf_count=149 309 1751 62 internal_value=0 7.1888e-05 -0.00079535 internal_weight=0 311.567 23.3114 internal_count=2271 2060 211 is_linear=0 shrinkage=0.00078956 Tree=892 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=37.3912 32.7563 2.55806 threshold=0.12419000000000001 -0.10075499999999998 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043621883761480905 0.0012310413758653486 -0.00042419187047691286 0.00067744493526943712 leaf_weight=72.727000866085291 18.023401618003845 210.80050146952271 23.738577611744404 leaf_count=300 123 1750 88 internal_value=0 -0.000203475 0.000916816 internal_weight=0 283.528 41.762 internal_count=2261 2050 211 is_linear=0 shrinkage=0.00110557 Tree=893 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=48.4566 35.2915 2.20969 threshold=0.12419000000000001 0.083325000000000024 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6828903286076396e-05 0.00028969058089011064 -0.00012950102970797986 0.00017806537601967071 leaf_weight=143.04404773563147 22.832871712744236 173.42573722079396 26.756256997585297 leaf_count=491 123 1559 88 internal_value=0 -4.9802e-05 0.000229554 internal_weight=0 316.47 49.5891 internal_count=2261 2050 211 is_linear=0 shrinkage=0.000262808 Tree=894 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=47.2976 34.2274 2.44077 threshold=0.12419000000000001 -0.060004999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011244788359894868 0.0003036169068863407 9.8847591974426534e-05 0.00017601193544939609 leaf_weight=229.55187270790339 26.45148016512394 84.998375378549099 22.61288920044899 leaf_count=1731 143 319 68 internal_value=0 -5.53487e-05 0.000244897 internal_weight=0 314.55 49.0644 internal_count=2261 2050 211 is_linear=0 shrinkage=0.000284472 Tree=895 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=36.5363 45.4292 41.7213 threshold=-0.061684999999999997 -0.12851999999999997 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000303437589156838 -0.00065293300052598037 -0.00059608963911116726 0.00078028416862180143 leaf_weight=81.925277665257454 24.924302898347378 142.36307046562433 76.590922296047211 leaf_count=311 122 1521 307 internal_value=0 -0.000267524 0.00042834 internal_weight=0 224.288 101.515 internal_count=2261 1832 429 is_linear=0 shrinkage=0.000962469 Tree=896 num_leaves=4 num_cat=0 split_feature=13 457 4 split_gain=30.366 26.2007 0.59107 threshold=-0.17446999999999999 0.078435000000000019 -0.010189999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00090942330507568403 -0.00017991795247823377 0.00049430131884149937 0.00067669676805738057 leaf_weight=15.631560176610948 252.3954744618386 48.171880412846804 15.86372711509466 leaf_count=43 1975 184 93 internal_value=0 -7.18364e-05 0.000792683 internal_weight=0 300.567 31.4953 internal_count=2295 2159 136 is_linear=0 shrinkage=0.000837887 Tree=897 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=40.3418 38.2207 31.9465 threshold=-0.059315 -0.10075499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8969084202102996e-05 0.00022385876799180905 -0.00019302728823575131 -2.4078078706236673e-05 leaf_weight=78.61604967340827 90.981839027255774 116.08306067995727 84.26807077974081 leaf_count=324 361 1324 286 internal_value=0 -8.72414e-05 0.00010465 internal_weight=0 194.699 175.25 internal_count=2295 1648 647 is_linear=0 shrinkage=0.000290162 Tree=898 num_leaves=4 num_cat=0 split_feature=13 123 0 split_gain=29.4303 27.5158 0.436749 threshold=-0.17446999999999999 1.0000000180025095e-35 -0.10417499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071042969124959776 -0.00017727688708902266 0.00059493980956132721 0.00092039184199826408 leaf_weight=15.658895272761585 260.27687581442297 40.505408301949501 15.569765187799929 leaf_count=79 1983 176 57 internal_value=0 -7.32537e-05 0.00081561 internal_weight=0 300.782 31.2287 internal_count=2295 2159 136 is_linear=0 shrinkage=0.000871738 Tree=899 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=45.5584 40.2684 32.2357 threshold=-0.059315 -0.10075499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8218597083909344e-05 0.00019770578970273211 -0.00017317095854292586 -1.784641216432004e-05 leaf_weight=79.739105399698019 92.678367957472801 120.48335856385529 84.733867473900318 leaf_count=324 361 1324 286 internal_value=0 -8.10227e-05 9.4765e-05 internal_weight=0 200.222 177.412 internal_count=2295 1648 647 is_linear=0 shrinkage=0.000252603 Tree=900 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=31.0632 29.631 4.37341 threshold=1.0000000180025095e-35 -0.10075499999999998 0.085635000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040344424786225766 0.00048020585746689928 -0.00032860726063476244 0.001118903291495578 leaf_weight=75.389412146061659 23.356490954756737 209.37684346176684 19.980113014578819 leaf_count=318 98 1744 95 internal_value=0 -0.000134789 0.000775037 internal_weight=0 284.766 43.3366 internal_count=2255 2062 193 is_linear=0 shrinkage=0.00100135 Tree=901 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=30.0211 28.3486 4.38264 threshold=1.0000000180025095e-35 -0.10075499999999998 0.085635000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032354996094616337 0.00038764849558668864 -0.00026398755744093627 0.00091579319042736792 leaf_weight=75.387901034206152 23.205000452697277 209.0154050886631 19.58124303817749 leaf_count=318 98 1744 95 internal_value=0 -0.000108235 0.000629656 internal_weight=0 284.403 42.7862 internal_count=2255 2062 193 is_linear=0 shrinkage=0.000821458 Tree=902 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=46.7578 43.7072 15.1024 threshold=0.0095750000000000019 -0.23832999999999996 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027683280912090924 -3.493582643816772e-06 -8.7257168645019195e-05 0.00028134904900887169 leaf_weight=28.322057642042637 20.307397492229939 269.68256576545537 50.415428012609482 leaf_count=104 62 1895 194 internal_value=0 -5.26389e-05 0.00019958 internal_weight=0 298.005 70.7228 internal_count=2255 1999 256 is_linear=0 shrinkage=0.000278894 Tree=903 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=44.501 42.7646 15.3766 threshold=0.0095750000000000019 -0.23832999999999996 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002666490335032176 -7.4727080357587722e-06 -8.1131408628444293e-05 0.00026914438823162314 leaf_weight=28.031378589570522 20.33322137594223 269.61877545528114 49.800289757549763 leaf_count=104 62 1895 194 internal_value=0 -4.8364e-05 0.000188967 internal_weight=0 297.65 70.1335 internal_count=2255 1999 256 is_linear=0 shrinkage=0.000268065 Tree=904 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=49.4694 30.4523 27.9036 threshold=0.079705000000000012 -0.17035999999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023234678914505486 0.00012992134437946886 -0.00015024165697131642 1.3397291835581734e-05 leaf_weight=67.451249770820141 33.927101835608482 156.04246038012207 110.05425622314215 leaf_count=224 141 1518 407 internal_value=0 -0.000100199 9.66131e-05 internal_weight=0 189.97 177.506 internal_count=2290 1659 631 is_linear=0 shrinkage=0.000268065 Tree=905 num_leaves=4 num_cat=0 split_feature=123 130 1 split_gain=29.6533 27.2544 5.89639 threshold=1.0000000180025095e-35 -0.076894999999999977 0.096860000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069713854521858949 0.00015279169829618018 -0.00018842875482098502 0.0007504446418480495 leaf_weight=22.620725635439157 14.622805148363112 259.6567084826529 30.626232460141182 leaf_count=96 40 1992 162 internal_value=0 -0.00011742 0.000557451 internal_weight=0 282.277 45.249 internal_count=2290 2088 202 is_linear=0 shrinkage=0.000774078 Tree=906 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=48.0574 32.1308 26.116 threshold=0.083325000000000024 -0.028439999999999997 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012748155105401056 0.00013472683360275716 -0.00016812983045177171 -0.00021330752962781256 leaf_weight=165.16586142033339 33.514868505299091 145.40263975597918 19.545069593936205 leaf_count=590 124 1477 99 internal_value=0 -0.00011139 9.14029e-05 internal_weight=0 178.918 184.711 internal_count=2290 1601 689 is_linear=0 shrinkage=0.000278894 Tree=907 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=47.7494 37.2332 6.87723 threshold=1.0000000180025095e-35 0.15015500000000001 0.096860000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013444793338611408 4.6283400397926969e-05 0.00025749882701358201 0.00029453297670887385 leaf_weight=303.37353006377816 14.739352107048033 23.804911315441132 32.843540817499161 leaf_count=1982 40 106 162 internal_value=0 -0.000105917 0.000217684 internal_weight=0 327.178 47.5829 internal_count=2290 2088 202 is_linear=0 shrinkage=0.000301884 Tree=908 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=46.0894 34.5042 19.3916 threshold=0.083325000000000024 -0.23454999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021599823664455019 0.000169905333936721 -0.0001506316588923391 2.2970738528546906e-05 leaf_weight=88.126777682453394 36.128115985542536 158.01586728915572 94.434651806950569 leaf_count=354 133 1481 298 internal_value=0 -9.09723e-05 0.000116163 internal_weight=0 194.144 182.561 internal_count=2266 1614 652 is_linear=0 shrinkage=0.000295965 Tree=909 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=43.4563 32.7989 18.7785 threshold=0.083325000000000024 -0.23454999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023686625011515278 0.00018649716019353841 -0.00016294989701782801 2.5203908069477986e-05 leaf_weight=85.938352879136801 35.229945003986359 153.91869995929301 93.385677509009838 leaf_count=354 133 1481 298 internal_value=0 -9.78513e-05 0.000126654 internal_weight=0 189.149 179.324 internal_count=2266 1614 652 is_linear=0 shrinkage=0.000326769 Tree=910 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=47.1789 33.9764 19.3429 threshold=0.083325000000000024 -0.23454999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018423828330087777 0.00014252489257934363 -0.00012959178633838834 2.0164793004454144e-05 leaf_weight=88.761791121214628 35.922373127192259 157.95394221879542 94.820939049124718 leaf_count=354 133 1481 298 internal_value=0 -7.91636e-05 9.95048e-05 internal_weight=0 193.876 183.583 internal_count=2266 1614 652 is_linear=0 shrinkage=0.000252603 Tree=911 num_leaves=4 num_cat=0 split_feature=50 1 1 split_gain=35.1136 24.6746 10.4782 threshold=0.088425000000000017 0.077765000000000015 0.11846000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020083780041787184 -0.0010478146976317466 0.00035287142021409376 1.0333141079004757e-05 leaf_weight=109.37217970378697 30.048250855877995 185.94523953273892 10.91608579456806 leaf_count=1030 376 818 42 internal_value=0 0.000147803 -0.000765968 internal_weight=0 295.317 40.9643 internal_count=2266 1848 418 is_linear=0 shrinkage=0.000925095 Tree=912 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=42.7727 32.5885 5.75894 threshold=1.0000000180025095e-35 0.10491000000000002 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012239884603688661 0.00013228226671711029 8.7111508344712854e-05 0.0003347027820046489 leaf_weight=223.92481208778918 24.689064450562 96.936672076582909 26.691750332713127 leaf_count=1701 92 367 95 internal_value=0 -5.91015e-05 0.000237523 internal_weight=0 320.861 51.3808 internal_count=2255 2068 187 is_linear=0 shrinkage=0.000301884 Tree=913 num_leaves=4 num_cat=0 split_feature=12 43 15 split_gain=40.2423 34.4831 31.6067 threshold=0.045590000000000006 -0.048759999999999991 0.15100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024271923264950499 -0.0001315560219598572 -1.8965687609296266e-05 0.00038452789724359497 leaf_weight=67.116519957780838 186.16390927508473 103.67912168055773 10.107326008379458 leaf_count=223 1616 386 30 internal_value=0 8.38827e-05 -0.000104945 internal_weight=0 170.796 196.271 internal_count=2255 609 1646 is_linear=0 shrinkage=0.000284472 Tree=914 num_leaves=4 num_cat=0 split_feature=12 43 15 split_gain=43.0435 33.46 32.3735 threshold=0.045590000000000006 -0.048759999999999991 0.15100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025221476673052592 -0.00014083420782766006 -1.540639065807033e-05 0.00039894386028327394 leaf_weight=67.109502650797367 188.98319927044213 104.82259680330753 10.243104696273802 leaf_count=223 1616 386 30 internal_value=0 8.90694e-05 -0.000113046 internal_weight=0 171.932 199.226 internal_count=2255 609 1646 is_linear=0 shrinkage=0.000295965 Tree=915 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=29.341 28.4235 6.4648 threshold=1.0000000180025095e-35 -0.076894999999999977 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075964671613671178 0.00026667324348064785 -0.00022767744006324081 0.00092492088623742706 leaf_weight=23.143161460757256 21.315804645419121 264.59135962091386 22.325647123157978 leaf_count=96 92 1972 95 internal_value=0 -0.00014822 0.00060367 internal_weight=0 287.735 43.6415 internal_count=2255 2068 187 is_linear=0 shrinkage=0.000854645 Tree=916 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=36.5314 32.7969 5.6294 threshold=0.12180500000000001 0.092355000000000007 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7350009650052652e-05 0.00089936698952647895 -0.00070168385673526556 0.00024955577528614799 leaf_weight=207.52446406893432 34.042592518031597 67.17398189380765 16.201127856969833 leaf_count=1399 173 615 61 internal_value=0 -0.000150962 0.000690009 internal_weight=0 274.698 50.2437 internal_count=2248 2014 234 is_linear=0 shrinkage=0.000906956 Tree=917 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=48.198 33.157 20.7492 threshold=0.10384000000000002 -0.11880499999999998 0.10648500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013965114943665979 0.00019557891403298435 -0.00013796957110892528 -0.00010437302229870284 leaf_weight=44.682627022266388 100.6695674136281 190.93195043690503 24.042860005050898 leaf_count=157 406 1586 99 internal_value=0 -8.53137e-05 0.000137745 internal_weight=0 235.615 124.712 internal_count=2248 1743 505 is_linear=0 shrinkage=0.000290162 Tree=918 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=47.9026 41.4652 6.2956 threshold=0.12180500000000001 0.078300000000000008 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0969140753647335e-05 0.00029581888966657001 -0.00014566483719488676 8.8541521219690392e-05 leaf_weight=128.86118997633457 40.611358262598515 175.93093832395971 17.747230559587479 leaf_count=422 173 1592 61 internal_value=0 -5.40768e-05 0.000232834 internal_weight=0 304.792 58.3586 internal_count=2248 2014 234 is_linear=0 shrinkage=0.000290162 Tree=919 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=52.5583 34.5901 26.1026 threshold=0.045590000000000006 0.12608000000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027351423484755024 -0.00014913132472774273 0.00030013473041994189 2.5424532365441311e-05 leaf_weight=62.094114482402802 183.920161601156 17.049436338245869 102.32696770876646 leaf_count=215 1612 52 369 internal_value=0 -0.000110993 0.000119137 internal_weight=0 200.97 164.421 internal_count=2248 1664 584 is_linear=0 shrinkage=0.000301884 Tree=920 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=41.2264 29.529 21.58 threshold=0.083325000000000024 -0.046739999999999997 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015056694311304673 0.00016205963660134511 -0.00016265341221866531 -0.0002072474035155381 leaf_weight=165.40653203427792 35.523447226732969 150.27522298693657 19.302402548491955 leaf_count=581 130 1466 97 internal_value=0 -0.00010056 0.000113157 internal_weight=0 185.799 184.709 internal_count=2274 1596 678 is_linear=0 shrinkage=0.000320362 Tree=921 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=42.9897 28.4413 21.3068 threshold=0.083325000000000024 -0.046739999999999997 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013658339355367114 0.00013859995644399599 -0.00014842190951400042 -0.00018467263685041543 leaf_weight=166.36967185884714 35.89972685277462 152.41221600584686 19.392845749855042 leaf_count=581 130 1466 97 internal_value=0 -9.36957e-05 0.00010303 internal_weight=0 188.312 185.763 internal_count=2274 1596 678 is_linear=0 shrinkage=0.000290162 Tree=922 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=41.2614 36.3361 4.48629 threshold=0.27190000000000009 -0.23832999999999996 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026307329425212522 0.0001189698539579708 -6.6805140504999665e-05 0.00026611152424782373 leaf_weight=27.369093880057335 26.834359522908926 282.01877489872277 36.800476789474487 leaf_count=78 99 1940 157 internal_value=0 -3.7609e-05 0.000204117 internal_weight=0 309.388 63.6348 internal_count=2274 2018 256 is_linear=0 shrinkage=0.000273426 Tree=923 num_leaves=4 num_cat=0 split_feature=42 1456 132 split_gain=29.4269 31.984 21.7489 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00093579988409799486 -0.0012663281565452147 0.00024817169460697881 0.00043076784748685747 leaf_weight=49.377789532765746 15.399124691262839 257.44076939299703 16.099370021373034 leaf_count=505 182 1466 121 internal_value=0 0.00016261 -0.000599764 internal_weight=0 272.84 65.4772 internal_count=2274 1648 626 is_linear=0 shrinkage=0.00102138 Tree=924 num_leaves=4 num_cat=0 split_feature=150 13 160 split_gain=36.1408 28.7318 18.236 threshold=0.081245000000000026 -0.16392499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007513133603586858 -0.00029467823251312658 -0.00027529401707651515 0.00080717878294354049 leaf_weight=25.898221746087074 16.556257888674736 233.79666065424681 57.340117387473583 leaf_count=105 100 1860 195 internal_value=0 -0.000172867 0.000560299 internal_weight=0 259.695 73.8964 internal_count=2260 1965 295 is_linear=0 shrinkage=0.000925095 Tree=925 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=42.23 31.5551 25.5307 threshold=0.10491000000000002 0.081245000000000026 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013256142460429214 0.00022788499723538444 0.00014146434334120876 -8.761059387261723e-05 leaf_weight=196.44009290263057 90.734843008220196 49.964615754783154 33.210717748850584 leaf_count=1585 358 177 140 internal_value=0 -7.69893e-05 0.000143349 internal_weight=0 246.405 123.946 internal_count=2260 1762 498 is_linear=0 shrinkage=0.000307922 Tree=926 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=43.0757 29.0974 27.2593 threshold=0.10098000000000001 0.087885000000000019 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013082522369046645 0.0001907680876053241 -0.00010238097750206515 -0.00012038649641687563 leaf_weight=40.897019740194082 108.40618558973074 34.772342063486576 187.88580016978085 leaf_count=141 425 149 1545 internal_value=0 0.00011957 -7.54729e-05 internal_weight=0 143.179 228.783 internal_count=2260 574 1686 is_linear=0 shrinkage=0.000278894 Tree=927 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=47.6012 45.4634 18.82 threshold=0.081245000000000026 0.10776500000000001 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011090019617284512 -3.1149463499157487e-05 0.00010578306961616463 0.00023439809470480021 leaf_weight=211.06570895016193 22.436545796692371 82.618068095296621 60.464350573718548 leaf_count=1630 105 335 190 internal_value=0 -4.99407e-05 0.000162539 internal_weight=0 293.684 82.9009 internal_count=2260 1965 295 is_linear=0 shrinkage=0.00024765 Tree=928 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=38.907 39.9777 6.72849 threshold=0.27190000000000009 0.084260000000000015 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001049300468016199 0.00016052774643902592 0.00013371087674238561 0.00037197946452431608 leaf_weight=219.4594738855958 45.859358917921782 95.511530209332705 20.736116707324982 leaf_count=1621 192 389 61 internal_value=0 -3.25611e-05 0.000226456 internal_weight=0 314.971 66.5955 internal_count=2263 2010 253 is_linear=0 shrinkage=0.000307922 Tree=929 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=38.4542 30.1805 21.9714 threshold=0.10384000000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015900355209708526 0.00021662457600388679 -0.00010922781323826261 -7.2447854122779684e-05 leaf_weight=47.450059249997139 98.382765837013721 196.3861927241087 31.664942882955074 leaf_count=160 366 1600 137 internal_value=0 -5.70221e-05 0.000146239 internal_weight=0 243.836 130.048 internal_count=2263 1760 503 is_linear=0 shrinkage=0.000301884 Tree=930 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=37.9792 36.0485 6.35766 threshold=0.27190000000000009 0.084260000000000015 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0925175790069554e-05 0.00014755628916233131 0.00011669282786631006 0.00033532537149158883 leaf_weight=214.20361973531544 45.822812464088202 93.39489284530282 20.237233601510525 leaf_count=1621 192 389 61 internal_value=0 -2.78836e-05 0.000205159 internal_weight=0 307.599 66.06 internal_count=2263 2010 253 is_linear=0 shrinkage=0.000278894 Tree=931 num_leaves=4 num_cat=0 split_feature=128 1456 43 split_gain=30.9535 24.226 0.860559 threshold=0.086435000000000012 0.075120000000000006 -0.023499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013120990829506871 -0.0011617306047262692 -0.00083249851540352908 -0.00079886186867257267 leaf_weight=309.23025641962886 7.9529314320534468 14.512244168668984 6.6175300665199739 leaf_count=1933 78 182 70 internal_value=0 8.79637e-05 -0.000998186 internal_weight=0 323.743 14.5705 internal_count=2263 2115 148 is_linear=0 shrinkage=0.000729431 Tree=932 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=43.9303 27.4535 21.2154 threshold=0.083325000000000024 -0.15026499999999995 0.024785000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015150895675516515 0.00024544101761989876 -0.0001503923845284234 -0.00020856886051662723 leaf_weight=163.8222888186574 20.175713792443275 164.26473046094179 18.694658182561398 leaf_count=580 52 1520 96 internal_value=0 -0.000107072 0.000114609 internal_weight=0 184.44 182.517 internal_count=2248 1572 676 is_linear=0 shrinkage=0.000320362 Tree=933 num_leaves=4 num_cat=0 split_feature=484 403 160 split_gain=31.4162 30.5999 4.92005 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.089549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011081399516033962 -0.0010664441343805494 0.00019073198918108351 -0.0011243061144269478 leaf_weight=5.8835987150669089 20.850695870816708 278.20494082383811 26.237006025388837 leaf_count=55 263 1627 303 internal_value=0 0.000103017 -0.000938839 internal_weight=0 299.056 32.1206 internal_count=2248 1890 358 is_linear=0 shrinkage=0.00100135 Tree=934 num_leaves=4 num_cat=0 split_feature=484 403 160 split_gain=30.3197 29.6195 4.82714 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.089549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010623054623336193 -0.0010389861466021028 0.0001828104489016065 -0.0010916514694035517 leaf_weight=5.8825982715934542 20.515392253175378 278.18672905676067 25.901790365576744 leaf_count=55 263 1627 303 internal_value=0 9.88342e-05 -0.000909445 internal_weight=0 298.702 31.7844 internal_count=2248 1890 358 is_linear=0 shrinkage=0.000981718 Tree=935 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=29.6252 26.2582 4.68943 threshold=0.27190000000000009 -0.16392499999999996 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00096215284929184982 0.0009822139046801767 -0.000245840345507728 0.00025099657250728585 leaf_weight=24.061732016503811 36.722226217389107 253.86898163892329 15.159707166254519 leaf_count=80 171 1919 78 internal_value=0 -0.0001412 0.000768726 internal_weight=0 277.931 51.8819 internal_count=2248 1999 249 is_linear=0 shrinkage=0.00110557 Tree=936 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=32.1033 39.9488 22.3773 threshold=-0.059315 -0.042364999999999993 0.077555000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045424932501624736 0.00045499154159574343 0.00045352589962757928 -0.00035148809958092094 leaf_weight=132.45294856652617 125.57561806961894 45.784592933952808 29.890426073223352 leaf_count=1463 497 167 126 internal_value=0 -0.000221042 0.000299911 internal_weight=0 178.238 155.466 internal_count=2253 1630 623 is_linear=0 shrinkage=0.000837887 Tree=937 num_leaves=4 num_cat=0 split_feature=52 15 4 split_gain=31.3592 33.446 0.0907124 threshold=-0.5138299999999999 0.084050000000000014 -0.10859999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011704605182302982 0.00024014219854626758 -0.00049824251284560136 -0.0010221552356614451 leaf_weight=11.525041773915293 250.2681662645191 63.184012591838837 7.2728677894920102 leaf_count=72 1337 746 98 internal_value=0 9.12813e-05 -0.00111418 internal_weight=0 313.452 18.7979 internal_count=2253 2083 170 is_linear=0 shrinkage=0.000906956 Tree=938 num_leaves=4 num_cat=0 split_feature=150 376 2 split_gain=30.6107 27.0011 13.2727 threshold=0.081245000000000026 1.0000000180025095e-35 0.091315000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023291535204159207 8.9659935288060802e-05 0.00090644453204242028 0.00093189726758312373 leaf_weight=235.23374501056969 30.972778417170048 21.89476303011179 43.158579744398594 leaf_count=1866 152 80 155 internal_value=0 -0.000135838 0.000580116 internal_weight=0 257.129 74.1314 internal_count=2253 1946 307 is_linear=0 shrinkage=0.000981718 Tree=939 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=52.2937 45.4114 24.0977 threshold=-0.059315 -0.042364999999999993 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017022300883374304 0.00022443238681476053 0.00014676442095078651 1.0870965063200016e-05 leaf_weight=148.49124113470316 89.740235984325409 48.506224423646927 81.656878042966127 leaf_count=1463 351 167 272 internal_value=0 -9.21653e-05 0.0001227 internal_weight=0 196.997 171.397 internal_count=2253 1630 623 is_linear=0 shrinkage=0.000284472 Tree=940 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=26.9842 34.3682 33.1282 threshold=0.088435000000000014 -0.16223499999999996 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057763267108857058 -0.0011351001418163334 -0.00060213977617849562 0.00036192916244585054 leaf_weight=31.663164608180523 16.217835798859596 113.31833570636809 170.14782630652189 leaf_count=96 113 1269 796 internal_value=0 -0.000344442 0.000231552 internal_weight=0 144.982 186.366 internal_count=2274 1365 909 is_linear=0 shrinkage=0.00100135 Tree=941 num_leaves=4 num_cat=0 split_feature=150 4 15 split_gain=26.6888 30.6183 16.519 threshold=0.081245000000000026 0.50652000000000019 -0.034374999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023315790391558448 0.00067269986568409734 0.00078466263152922528 -0.00023618367254632015 leaf_weight=234.66668289154768 53.207944884896278 22.74348708987236 19.057484470307827 leaf_count=1850 191 126 107 internal_value=0 -0.000143177 0.000433014 internal_weight=0 257.41 72.2654 internal_count=2274 1976 298 is_linear=0 shrinkage=0.000837887 Tree=942 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=42.3859 37.9548 36.3226 threshold=0.088435000000000014 -0.16223499999999996 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014444849929062727 -0.00029790176634397606 -0.00017252049476158785 0.00010560289723150933 leaf_weight=32.857084795832634 16.742818854749203 126.48005383834243 190.89653660729527 leaf_count=96 113 1269 796 internal_value=0 -0.000107148 7.30423e-05 internal_weight=0 159.337 207.639 internal_count=2274 1365 909 is_linear=0 shrinkage=0.000262808 Tree=943 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=47.8478 39.7712 39.1536 threshold=0.088435000000000014 -0.40083999999999992 -0.16223499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013998616646132507 -0.00029609813428073715 0.00010885788510829688 -0.00017384007300328647 leaf_weight=33.081196062266827 17.536626517772675 194.27210934087634 130.26141496188939 leaf_count=96 113 796 1269 internal_value=0 7.5306e-05 -0.000110273 internal_weight=0 211.809 163.343 internal_count=2274 909 1365 is_linear=0 shrinkage=0.000257655 Tree=944 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=42.9628 41.3271 9.6707 threshold=0.28251000000000009 -0.23832999999999996 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025961709408881586 0.00024912202736264861 -0.0001164651591680992 -6.3075461219936688e-06 leaf_weight=23.601367630064487 38.49820327013731 290.7570379525423 15.555902048945425 leaf_count=75 164 1911 84 internal_value=0 -8.82156e-05 0.000175637 internal_weight=0 314.358 54.0541 internal_count=2234 1986 248 is_linear=0 shrinkage=0.000273426 Tree=945 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=29.3651 24.3817 threshold=-0.23832999999999996 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00079343074717310716 -0.00017204807055216069 0.00046298375543191042 leaf_weight=27.653181023895741 253.09263482876122 46.384673207998276 leaf_count=120 1911 203 internal_value=0 -7.36676e-05 internal_weight=0 299.477 internal_count=2234 2114 is_linear=0 shrinkage=0.000805351 Tree=946 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=41.1053 39.7648 threshold=-0.23832999999999996 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028980054417842178 -0.00012482605886168284 0.00017338218687676751 leaf_weight=29.159704327583313 294.07643789052963 47.289159953594208 leaf_count=120 1911 203 internal_value=0 -8.35081e-05 internal_weight=0 341.366 internal_count=2234 2114 is_linear=0 shrinkage=0.000301884 Tree=947 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=36.9607 27.9159 23.7708 threshold=0.10491000000000002 0.059940000000000007 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011051443912968813 0.00021411591445531124 0.00019870712435613816 -0.00011769455675546783 leaf_weight=211.81063130311668 91.511602491140366 31.825171075761318 26.355307500809431 leaf_count=1663 374 88 109 internal_value=0 -7.01097e-05 0.000139915 internal_weight=0 243.636 117.867 internal_count=2234 1751 483 is_linear=0 shrinkage=0.000307922 Tree=948 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=30.5428 26.4975 threshold=0.15015500000000001 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003307809074909476 0.00074527844927650873 0.00011578814442261977 leaf_weight=111.69631295464933 28.186110749840736 192.52293633297086 leaf_count=1177 132 959 internal_value=0 -4.81834e-05 internal_weight=0 304.219 internal_count=2268 2136 is_linear=0 shrinkage=0.000729431 Tree=949 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=48.3027 39.5528 25.0773 threshold=0.083325000000000024 -0.046739999999999997 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.6320370254986542e-05 0.00020811093441512553 -0.00018146847513946153 0.00020309010696931346 leaf_weight=44.144251760095358 35.533122658729553 155.95396984368563 134.77954968810081 leaf_count=185 125 1482 476 internal_value=0 -0.000109163 0.000131685 internal_weight=0 191.487 178.924 internal_count=2268 1607 661 is_linear=0 shrinkage=0.000333305 Tree=950 num_leaves=4 num_cat=0 split_feature=130 1429 133 split_gain=30.0893 28.5423 1.91204 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001217211590695875 -0.0011699213794818873 0.00016606962399718801 -0.00059074024500402236 leaf_weight=13.890600835904477 16.635328860953454 294.01574928686023 7.3966626822948447 leaf_count=114 207 1858 89 internal_value=0 0.000103594 -0.000992269 internal_weight=0 307.906 24.032 internal_count=2268 1972 296 is_linear=0 shrinkage=0.000943597 Tree=951 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=29.6375 25.3931 threshold=0.15015500000000001 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044660594389581154 0.0010151920652303114 0.0001545436227000528 leaf_weight=111.1023640781641 27.756831593811512 192.5172193069011 leaf_count=1177 132 959 internal_value=0 -6.5447e-05 internal_weight=0 303.62 internal_count=2268 2136 is_linear=0 shrinkage=0.00100135 Tree=952 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=29.1803 25.6774 22.4478 threshold=0.099450000000000011 -0.16223499999999996 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038629597943322451 -0.00039604418369293046 -0.00034550529949984806 0.00044786912396158919 leaf_weight=38.416966661810875 25.378340728580952 162.91409751214087 104.83613058552146 leaf_count=118 127 1568 472 internal_value=0 -0.000205843 0.000283359 internal_weight=0 201.331 130.214 internal_count=2285 1686 599 is_linear=0 shrinkage=0.000805351 Tree=953 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=43.8278 29.5537 23.4603 threshold=0.099450000000000011 -0.16223499999999996 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014889147520709677 0.00018912980898904355 -0.00014492540988999384 -0.00011822237033509136 leaf_weight=39.632868185639381 115.65751768648624 178.98035963997245 29.551939219236374 leaf_count=118 474 1568 125 internal_value=0 -9.16504e-05 0.000126572 internal_weight=0 218.613 145.209 internal_count=2285 1686 599 is_linear=0 shrinkage=0.000307922 Tree=954 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=46.7577 28.705 22.7298 threshold=0.099450000000000011 -0.16223499999999996 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013481820852733552 0.0001808700073853226 -0.00013756634846364942 -0.00010337678418627417 leaf_weight=39.764403119683266 117.00287368893623 179.79501373879611 29.682868599891663 leaf_count=118 474 1568 125 internal_value=0 -8.82274e-05 0.000123345 internal_weight=0 219.559 146.686 internal_count=2285 1686 599 is_linear=0 shrinkage=0.000290162 Tree=955 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=28.5324 24.7459 21.6839 threshold=0.099450000000000011 -0.16223499999999996 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036995087961900081 0.00044167193073292447 -0.00033397380412926691 -0.00034847941348253549 leaf_weight=38.478576116263866 102.66311547905207 162.76354467123747 27.421297647058964 leaf_count=118 474 1568 125 internal_value=0 -0.000199357 0.000275084 internal_weight=0 201.242 130.084 internal_count=2285 1686 599 is_linear=0 shrinkage=0.00078956 Tree=956 num_leaves=4 num_cat=0 split_feature=12 15 15 split_gain=37.1634 30.5577 20.1722 threshold=0.083325000000000024 0.15100500000000003 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014608529549513277 -0.00012987899907238176 0.00046400203956135797 -0.00021356555418069857 leaf_weight=161.77202296257019 177.1009933296591 9.7426635399460775 18.545920867472887 leaf_count=583 1577 30 92 internal_value=0 -9.88678e-05 0.000109076 internal_weight=0 186.844 180.318 internal_count=2282 1607 675 is_linear=0 shrinkage=0.000326769 Tree=957 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=32.5323 32.3131 0.959168 threshold=-0.15643499999999996 0.081875000000000017 -0.11169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020907316054546334 -7.1885927123482824e-05 0.00016843287923979375 0.00030286482356978493 leaf_weight=18.143158614635468 262.74745575711131 60.228110760450363 20.784926898777485 leaf_count=76 1902 229 75 internal_value=0 -2.70642e-05 0.000259275 internal_weight=0 322.976 38.9281 internal_count=2282 2131 151 is_linear=0 shrinkage=0.000295965 Tree=958 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=36.8555 35.2973 18.8508 threshold=0.083325000000000024 -0.19998499999999997 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013847578198610642 0.00047649899114104836 -0.00012197093836767863 -0.00018841507600594632 leaf_weight=162.6346455141902 9.8489240258932096 176.13482241146266 18.627155922353268 leaf_count=583 26 1581 92 internal_value=0 -9.02328e-05 0.000104867 internal_weight=0 185.984 181.262 internal_count=2282 1607 675 is_linear=0 shrinkage=0.000307922 Tree=959 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=34.2774 34.8225 7.7408 threshold=0.28251000000000009 0.014805 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001026318257838432 0.00027635886494677451 0.00010495222105886878 4.4241316214408457e-05 leaf_weight=210.45009292475879 40.754021093249321 100.52165894955397 17.210308611392975 leaf_count=1621 161 413 87 internal_value=0 -3.55279e-05 0.000207478 internal_weight=0 310.972 57.9643 internal_count=2282 2034 248 is_linear=0 shrinkage=0.000290162 Tree=960 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=28.0986 29.8946 22.2455 threshold=0.083325000000000024 -0.19998499999999997 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058886819861392499 0.0011185911540835881 -0.00034234154254426686 -2.5186096248376066e-05 leaf_weight=61.775146100670099 9.6107555069029313 160.5925445780158 100.48911659419537 leaf_count=256 31 1621 407 internal_value=0 -0.000259732 0.00020863 internal_weight=0 170.203 162.264 internal_count=2315 1652 663 is_linear=0 shrinkage=0.000805351 Tree=961 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=26.9627 28.6349 22.0215 threshold=0.083325000000000024 -0.19998499999999997 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003553186133027207 0.0012079902308714794 -0.00037123621975937112 -0.000605621592658462 leaf_weight=139.97913315519691 9.6058636419475061 159.84821062907577 21.771958656609058 leaf_count=570 31 1621 93 internal_value=0 -0.000281588 0.000225918 internal_weight=0 169.454 161.751 internal_count=2315 1652 663 is_linear=0 shrinkage=0.000889172 Tree=962 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=25.8694 27.4273 21.545 threshold=0.083325000000000024 -0.19998499999999997 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005445535857487282 0.0010084330676809392 -0.00031117186513152046 -2.7362763448911884e-05 leaf_weight=61.016965005546808 9.6011088974773866 159.12128069810569 100.23095830902457 leaf_count=256 31 1621 407 internal_value=0 -0.000235974 0.000189092 internal_weight=0 168.722 161.248 internal_count=2315 1652 663 is_linear=0 shrinkage=0.0007589 Tree=963 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=43.0426 32.1252 23.4449 threshold=0.083325000000000024 0.10798000000000001 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013144130711158157 -0.00013878079641473616 0.00043315981114007716 -0.00018828356866201608 leaf_weight=155.28474561497569 182.82013354636729 9.0089468806982023 23.057665482163429 leaf_count=570 1633 19 93 internal_value=0 -0.00011188 9.00888e-05 internal_weight=0 191.829 178.342 internal_count=2315 1652 663 is_linear=0 shrinkage=0.000295965 Tree=964 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=23.8567 28.2068 3.99592 threshold=1.0000000180025095e-35 -0.10075499999999998 0.098950000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002410566433778576 0.00017481778550592784 -0.0002194587143194364 0.00059790401964748819 leaf_weight=76.020521938800812 15.085459992289541 209.62857155688107 24.771095938980579 leaf_count=315 42 1768 145 internal_value=0 -9.68927e-05 0.000437929 internal_weight=0 285.649 39.8566 internal_count=2270 2083 187 is_linear=0 shrinkage=0.000647714 Tree=965 num_leaves=4 num_cat=0 split_feature=123 484 124 split_gain=23.0213 26.2457 4.23079 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.080389999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092226275303918003 0.00083093212795816906 -3.6952584702633812e-05 0.00021239879066444815 leaf_weight=30.870484340935946 25.096634436398745 254.3943199031055 14.287686623632906 leaf_count=366 114 1717 73 internal_value=0 -0.000132813 0.000606755 internal_weight=0 285.265 39.3843 internal_count=2270 2083 187 is_linear=0 shrinkage=0.000906956 Tree=966 num_leaves=4 num_cat=0 split_feature=4 31 3 split_gain=22.7397 21.7648 6.93781 threshold=0.27066000000000007 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010614736088906701 0.00063229663905691987 -0.00017565467145008181 -6.534544536947788e-06 leaf_weight=9.5422380268573743 37.465376444160938 261.20200843177736 15.620404340326784 leaf_count=32 179 1966 93 internal_value=0 -0.000131981 0.000444387 internal_weight=0 270.744 53.0858 internal_count=2270 1998 272 is_linear=0 shrinkage=0.000805351 Tree=967 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=22.2501 24.9786 threshold=0.18307500000000002 0.0095750000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020685898635065372 0.00081600209966468159 0.00042204763833275535 leaf_weight=248.889514002949 20.05773239210248 53.92769419029355 leaf_count=1920 114 236 internal_value=0 -9.48396e-05 internal_weight=0 302.817 internal_count=2270 2156 is_linear=0 shrinkage=0.000837887 Tree=968 num_leaves=4 num_cat=0 split_feature=12 3 15 split_gain=39.8683 35.7102 20.9093 threshold=0.083325000000000024 0.10798000000000001 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011789806152560436 -0.00013193840030704035 0.00041078448880852922 -0.00020900509498453148 leaf_weight=162.94803620129824 175.37542703934014 10.374052241444586 17.520104210823774 leaf_count=587 1617 22 89 internal_value=0 -0.000101588 8.61431e-05 internal_weight=0 185.749 180.468 internal_count=2315 1639 676 is_linear=0 shrinkage=0.000284472 Tree=969 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=42.2213 37.063 22.9666 threshold=0.083325000000000024 0.13052500000000003 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3408555578024274e-05 -0.00014161664399701539 0.0003598378728532948 0.00015981219574823019 leaf_weight=56.202572222799063 173.57012953236699 13.346936635673044 125.29657113552094 leaf_count=219 1599 40 457 internal_value=0 -0.000105777 9.06908e-05 internal_weight=0 186.917 181.499 internal_count=2315 1639 676 is_linear=0 shrinkage=0.000290162 Tree=970 num_leaves=4 num_cat=0 split_feature=12 3 15 split_gain=38.9671 33.0589 20.1817 threshold=0.083325000000000024 0.10798000000000001 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011815814328519576 -0.00012684740508095129 0.00039665952463262635 -0.00020245919714576881 leaf_weight=164.33552122861147 176.22392471320927 10.315673694014547 17.570608958601952 leaf_count=587 1617 22 89 internal_value=0 -9.78597e-05 8.71712e-05 internal_weight=0 186.54 181.906 internal_count=2315 1639 676 is_linear=0 shrinkage=0.000284472 Tree=971 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=28.2383 26.7263 threshold=-0.23832999999999996 0.083640000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00077957990092068579 -2.3256324495684985e-06 -0.00075601179741234938 leaf_weight=29.174216374754906 263.87772782705724 39.492746591567993 leaf_count=128 1766 421 internal_value=0 -0.000100482 internal_weight=0 303.37 internal_count=2315 2187 is_linear=0 shrinkage=0.000854645 Tree=972 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=28.6507 32.9606 26.4066 threshold=0.045590000000000006 -0.14917999999999998 -0.040589999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079343947138235497 0.0010418449930682809 -0.00033383896343360355 1.2023337282527004e-05 leaf_weight=55.254130654036999 14.992442227900026 166.52459648810327 89.647530537098646 leaf_count=222 44 1633 366 internal_value=0 -0.000220116 0.000310059 internal_weight=0 181.517 144.902 internal_count=2265 1677 588 is_linear=0 shrinkage=0.000889172 Tree=973 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=27.5056 31.6073 25.683 threshold=0.045590000000000006 -0.14917999999999998 -0.040589999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078534092559079838 0.0010215255839002655 -0.00032765025101332451 1.1754645921931486e-05 leaf_weight=54.579682216048241 14.948583640158175 165.87219970114529 89.640591617673635 leaf_count=222 44 1633 366 internal_value=0 -0.000216017 0.000304581 internal_weight=0 180.821 144.22 internal_count=2265 1677 588 is_linear=0 shrinkage=0.000889172 Tree=974 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=41.7524 32.0585 29.8997 threshold=0.045590000000000006 0.12796000000000002 -0.040589999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024674525524778172 -0.00016177831959969966 0.00030727875968452982 -3.0050537307620805e-05 leaf_weight=54.499234110116959 200.70254359953105 13.612960703670977 91.644709423184395 leaf_count=222 1633 44 366 internal_value=0 -0.00013196 7.31894e-05 internal_weight=0 214.316 146.144 internal_count=2265 1677 588 is_linear=0 shrinkage=0.000295965 Tree=975 num_leaves=4 num_cat=0 split_feature=1213 52 403 split_gain=27.2005 25.6734 3.68726 threshold=-1.0000000180025095e-35 -0.54533999999999982 -0.085464999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021957559076474115 -0.0010234645331191328 0.00013286352735019291 -0.00096891495905052961 leaf_weight=5.7182037308812168 13.554270869120954 285.17773352004588 19.873595582321286 leaf_count=79 115 1808 263 internal_value=0 8.03358e-05 -0.000801772 internal_weight=0 298.732 25.5918 internal_count=2265 1923 342 is_linear=0 shrinkage=0.000821458 Tree=976 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=35.8132 27.8667 25.8269 threshold=0.104035 -0.097604999999999983 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010430337991629856 0.00021407794209478461 -0.00014319407038767228 -0.00011647225524219822 leaf_weight=59.596356708556414 89.06844887137413 181.54203478246927 31.570173606276512 leaf_count=246 362 1530 136 internal_value=0 -8.20227e-05 0.000127571 internal_weight=0 241.138 120.639 internal_count=2274 1776 498 is_linear=0 shrinkage=0.00031408 Tree=977 num_leaves=4 num_cat=0 split_feature=52 0 4 split_gain=27.0906 41.1737 0.0852841 threshold=-0.5138299999999999 -0.060199999999999997 -0.10859999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011429772088785122 -0.00016656952190834628 0.00056958544428444013 -0.00099812833697712875 leaf_weight=11.012628965079786 220.39368551596999 82.554060950875282 6.9991544149816027 leaf_count=70 1778 325 101 internal_value=0 3.40579e-05 -0.00108781 internal_weight=0 302.948 18.0118 internal_count=2274 2103 171 is_linear=0 shrinkage=0.000889172 Tree=978 num_leaves=4 num_cat=0 split_feature=52 0 4 split_gain=26.3648 39.4746 0.0768568 threshold=-0.5138299999999999 -0.060199999999999997 -0.10859999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091373569410317375 -0.00013103819941972031 0.00044950870285391628 -0.00080073269484077982 leaf_weight=10.832789443433287 220.2656803894788 82.24811378121376 6.861077142879366 leaf_count=70 1778 325 101 internal_value=0 2.68206e-05 -0.000870827 internal_weight=0 302.514 17.6939 internal_count=2274 2103 171 is_linear=0 shrinkage=0.000715128 Tree=979 num_leaves=4 num_cat=0 split_feature=52 0 4 split_gain=25.6613 37.8434 0.0691193 threshold=-0.5138299999999999 -0.060199999999999997 -0.10859999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011986027452631038 -0.0001691209685594212 0.00058195924729460781 -0.0010539366787021788 leaf_weight=10.654251739382746 220.14132416062057 81.948720593005419 6.7253948226571074 leaf_count=70 1778 325 101 internal_value=0 3.46503e-05 -0.00114384 internal_weight=0 302.09 17.3796 internal_count=2274 2103 171 is_linear=0 shrinkage=0.000943597 Tree=980 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=38.0093 39.7632 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028248028237420029 -7.5195073280941253e-05 0.00014875054356684443 leaf_weight=28.033599905669689 260.99529068171978 65.911686360836029 leaf_count=111 1876 246 internal_value=0 -3.00366e-05 internal_weight=0 326.907 internal_count=2233 2122 is_linear=0 shrinkage=0.000257655 Tree=981 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=30.8932 26.5066 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00098729207984131484 -0.00023718537686808329 0.00046077853548639661 leaf_weight=24.207176942378283 236.09563623927534 57.985771425068378 leaf_count=111 1876 246 internal_value=0 -9.95427e-05 internal_weight=0 294.081 internal_count=2233 2122 is_linear=0 shrinkage=0.000925095 Tree=982 num_leaves=4 num_cat=0 split_feature=484 160 2 split_gain=26.7472 25.8197 6.88345 threshold=-0.0048499999999999993 -0.40446999999999994 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010624643690928654 -0.0010851437640136421 0.00013547653958020264 -9.7695734135537401e-05 leaf_weight=23.206591024994854 15.028003461658953 270.7514224909246 8.2474831417202932 leaf_count=329 168 1697 39 internal_value=0 7.12208e-05 -0.000809708 internal_weight=0 285.779 31.4541 internal_count=2233 1865 368 is_linear=0 shrinkage=0.000906956 Tree=983 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=35.8526 39.6634 25.794 threshold=0.099450000000000011 0.064285000000000009 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012537305376154149 0.00017626835522223378 0.00024433588163436776 -0.00010452065250832533 leaf_weight=182.32342087104917 107.54736211895943 26.936054177582264 35.104684941470623 leaf_count=1566 445 64 158 internal_value=0 -7.77659e-05 0.000107165 internal_weight=0 209.259 142.652 internal_count=2233 1630 603 is_linear=0 shrinkage=0.000284472 Tree=984 num_leaves=4 num_cat=0 split_feature=42 1429 474 split_gain=26.376 32.2237 21.6045 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008649562521775957 -0.0015116495055461326 0.00023046897059302276 0.00098408581649076779 leaf_weight=57.172540865838528 13.113684754818676 248.57863084971905 8.5149641893804056 leaf_count=607 113 1556 37 internal_value=0 0.000143066 -0.000625052 internal_weight=0 261.692 65.6875 internal_count=2313 1669 644 is_linear=0 shrinkage=0.0010839 Tree=985 num_leaves=4 num_cat=0 split_feature=42 1429 474 split_gain=25.353 31.2183 20.7842 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069865313342123894 -0.00123310511759999 0.00018485969099143958 0.00079234735417246219 leaf_weight=56.76807003095746 12.894638381898401 248.53194712661207 8.48173272423446 leaf_count=607 113 1556 37 internal_value=0 0.000114835 -0.000504665 internal_weight=0 261.427 65.2498 internal_count=2313 1669 644 is_linear=0 shrinkage=0.000889172 Tree=986 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=37.6217 32.8317 10.1505 threshold=0.28251000000000009 0.083325000000000024 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.712024153244849e-05 0.00027600694101141866 -0.00012800972813257927 1.7776993305461508e-05 leaf_weight=138.02706519514322 41.517017841339111 161.87848696671426 16.564701937139034 leaf_count=482 171 1574 86 internal_value=0 -4.28082e-05 0.000202391 internal_weight=0 299.906 58.0817 internal_count=2313 2056 257 is_linear=0 shrinkage=0.000278894 Tree=987 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=25.3533 28.0362 4.77195 threshold=1.0000000180025095e-35 -0.10075499999999998 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033180095774440997 0.00017133633085422302 -0.00025560857276453881 0.00074491944091547484 leaf_weight=74.594281140714884 14.354915499687193 206.7633998747915 30.836457800120115 leaf_count=317 38 1784 174 internal_value=0 -9.98611e-05 0.000562872 internal_weight=0 281.358 45.1914 internal_count=2313 2101 212 is_linear=0 shrinkage=0.000821458 Tree=988 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=25.9625 24.5796 threshold=-0.39935999999999994 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013218982828222632 -0.001139318801032431 6.0944374512324627e-05 leaf_weight=11.603296099230645 13.566317299380897 284.18532066233456 leaf_count=128 175 1942 internal_value=0 6.18781e-06 internal_weight=0 297.752 internal_count=2245 2117 is_linear=0 shrinkage=0.000871738 Tree=989 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=25.3037 23.9163 threshold=-0.39935999999999994 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0012911293734844042 -0.0011126755206386032 5.8407697460477818e-05 leaf_weight=11.388145133852957 13.316226577386258 284.19325790554285 leaf_count=128 175 1942 internal_value=0 5.92315e-06 internal_weight=0 297.509 internal_count=2245 2117 is_linear=0 shrinkage=0.000854645 Tree=990 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=42.9388 26.2025 21.0398 threshold=0.10098000000000001 0.087885000000000019 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.0387298614615715e-05 0.00018682240418543941 -0.00011156671024165097 -0.00013532995028781811 leaf_weight=41.588571801781654 100.36452116817236 31.208536446094513 169.86497106589377 leaf_count=154 417 140 1534 internal_value=0 0.00011604 -9.09318e-05 internal_weight=0 131.573 211.454 internal_count=2245 557 1688 is_linear=0 shrinkage=0.000284472 Tree=991 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=43.1237 27.4031 20.006 threshold=0.10098000000000001 0.087885000000000019 -0.22961999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019385946468866231 0.00017825220942083319 -0.00011300160994371042 -0.00011387529562290447 leaf_weight=17.150905311107635 101.38160285353661 31.68707050383091 197.28009660169482 leaf_count=46 417 140 1642 internal_value=0 0.000108891 -8.92466e-05 internal_weight=0 133.069 214.431 internal_count=2245 557 1688 is_linear=0 shrinkage=0.000273426 Tree=992 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=35.291 39.365 25.4176 threshold=0.045590000000000006 -0.17035999999999998 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027957691866883298 0.0001991482219228515 -0.00015303451515302243 2.0277134510193263e-05 leaf_weight=59.828521199524403 39.242245078086853 154.55756158567965 98.955161847174168 leaf_count=210 154 1506 370 internal_value=0 -8.17089e-05 0.000118001 internal_weight=0 193.8 158.784 internal_count=2240 1660 580 is_linear=0 shrinkage=0.00031408 Tree=993 num_leaves=4 num_cat=0 split_feature=484 403 12 split_gain=27.7553 23.8326 9.85438 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040418805243417597 -0.00048304886801568307 0.0002281901584744777 -0.00094616565936680248 leaf_weight=5.0272073447704306 44.02566927112639 241.41406827047467 28.100374164059758 leaf_count=17 513 1355 355 internal_value=0 0.000118465 -0.000741131 internal_weight=0 285.44 33.1276 internal_count=2240 1868 372 is_linear=0 shrinkage=0.000889172 Tree=994 num_leaves=4 num_cat=0 split_feature=484 403 3 split_gain=36.7475 34.2665 5.58131 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.036779999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033887600973338044 -0.00017104969319284695 7.7841594497050508e-05 -0.00012174714605843676 leaf_weight=22.883719172328711 51.315532643347979 265.82836929522455 15.452720552682875 leaf_count=305 513 1355 67 internal_value=0 3.75618e-05 -0.000251459 internal_weight=0 317.144 38.3364 internal_count=2240 1868 372 is_linear=0 shrinkage=0.000278894 Tree=995 num_leaves=4 num_cat=0 split_feature=484 42 12 split_gain=26.9487 25.6444 9.5805 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034558538702206471 -0.00036301216806078167 0.00021691342153250725 -0.00081659842978481351 leaf_weight=5.0047016888856879 57.08819929882884 228.52084181644022 27.826978763565421 leaf_count=17 570 1298 355 internal_value=0 0.00010098 -0.000639343 internal_weight=0 285.609 32.8317 internal_count=2240 1868 372 is_linear=0 shrinkage=0.000774078 Tree=996 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=35.9737 32.793 27.9128 threshold=0.045590000000000006 -0.060004999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024632325160373828 -0.00014831504790019514 0.00010107082316533985 8.5417324040583556e-06 leaf_weight=59.119353853166103 139.61481151916087 54.910709444433451 98.192001312971115 leaf_count=213 1405 239 373 internal_value=0 -7.79153e-05 9.79217e-05 internal_weight=0 194.526 157.311 internal_count=2230 1644 586 is_linear=0 shrinkage=0.000273426 Tree=997 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=43.8462 25.5317 18.1311 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013098966961554403 0.00023204665536155953 0.00016336407002995467 -5.5243210710894689e-05 leaf_weight=193.66296431235969 91.389747217297554 37.550894815474749 31.545218154788017 leaf_count=1597 371 129 133 internal_value=0 -8.31748e-05 0.000158331 internal_weight=0 231.214 122.935 internal_count=2230 1726 504 is_linear=0 shrinkage=0.000326769 Tree=998 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=26.7557 30.031 4.21097 threshold=0.12180500000000001 0.041935000000000007 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024822420383992184 0.00083253469853514445 0.00053161709665506466 0.00025096857843463744 leaf_weight=219.44076928682625 31.162500437349081 49.826086584478617 15.282506752759216 leaf_count=1802 173 194 61 internal_value=0 -0.000103892 0.000641355 internal_weight=0 269.267 46.445 internal_count=2230 1996 234 is_linear=0 shrinkage=0.000906956 Tree=999 num_leaves=4 num_cat=0 split_feature=15 457 14 split_gain=34.9771 35.0617 3.48011 threshold=-0.24297999999999997 0.041935000000000007 -0.24758499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014837543456131295 -7.1292587759494905e-05 0.00016812556441207495 0.00030976788838674255 leaf_weight=17.52513226121664 253.67045371979475 55.76668431982398 23.404971413314342 leaf_count=81 1839 202 108 internal_value=0 -2.8137e-05 0.000240766 internal_weight=0 309.437 40.9301 internal_count=2230 2041 189 is_linear=0 shrinkage=0.000273426 Tree=1000 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=42.1188 37.1644 33.6892 threshold=0.089790000000000023 -0.10075499999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013520906997443498 -0.00011035862666606233 -0.00017327804202153693 0.00016541100869519012 leaf_weight=41.989426542073488 47.565121438354254 127.60240618698299 145.38178174197674 leaf_count=166 284 1258 557 internal_value=0 -9.68928e-05 9.74243e-05 internal_weight=0 169.592 192.947 internal_count=2265 1424 841 is_linear=0 shrinkage=0.000284472 Tree=1001 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=32.4091 27.6344 3.01753 threshold=-0.30301999999999996 0.089790000000000023 0.031175000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012292301663377398 -0.00019371987283804299 0.00041609249547776712 -0.00048081158900544927 leaf_weight=19.504006519913677 143.30405987240374 155.18530841171741 7.5171226002275935 leaf_count=199 1285 724 57 internal_value=0 0.000123329 -0.00102151 internal_weight=0 298.489 27.0211 internal_count=2265 2009 256 is_linear=0 shrinkage=0.00100135 Tree=1002 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=34.8738 33.5341 31.369 threshold=0.089790000000000023 -0.10075499999999998 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001330748763161356 -0.000310409194481319 -0.00016238051252971043 0.00012566352721123672 leaf_weight=41.682196728885174 14.440130662173031 122.14521505497396 174.0502913184464 leaf_count=166 107 1258 734 internal_value=0 -8.72018e-05 9.22282e-05 internal_weight=0 163.827 188.49 internal_count=2265 1424 841 is_linear=0 shrinkage=0.000284472 Tree=1003 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=31.4025 26.7117 3.03159 threshold=-0.30301999999999996 0.089790000000000023 0.031175000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011087106156131342 -0.00017282407649638263 0.00037056797639535707 -0.00042711315534435279 leaf_weight=19.16576389409602 143.20248805359006 154.86947468668222 7.5006205718964329 leaf_count=199 1285 724 57 internal_value=0 0.000109512 -0.000917436 internal_weight=0 298.072 26.6664 internal_count=2265 2009 256 is_linear=0 shrinkage=0.000906956 Tree=1004 num_leaves=4 num_cat=0 split_feature=1 454 52 split_gain=38.5298 35.385 31.1205 threshold=0.10098000000000001 1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011359420329890118 -0.00029365075261325027 0.00054591510106444339 0.00019478083820371128 leaf_weight=213.14696097932756 15.810387078672646 9.0370955318212491 116.10473810881376 leaf_count=1705 94 16 480 internal_value=0 -8.67248e-05 0.000136207 internal_weight=0 222.184 131.915 internal_count=2295 1721 574 is_linear=0 shrinkage=0.000326769 Tree=1005 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=34.4905 33.3025 24.7844 threshold=0.045590000000000006 0.15891500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027461393528384294 -0.00015365650329854605 0.00019146330840008995 1.3104813345501111e-05 leaf_weight=58.76828321069479 159.59032524377108 34.968823105096817 101.27383811026812 leaf_count=216 1559 128 392 internal_value=0 -9.16142e-05 0.000109154 internal_weight=0 194.559 160.042 internal_count=2295 1687 608 is_linear=0 shrinkage=0.000320362 Tree=1006 num_leaves=4 num_cat=0 split_feature=52 0 0 split_gain=26.6463 30.7512 12.3101 threshold=-0.26636999999999994 -0.060199999999999997 -0.081244999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017604330695039484 -0.00010310874747683907 0.00062444778783300541 -0.001264144751967448 leaf_weight=7.7212016154080656 216.2642411570996 75.526556935161352 22.003161415457726 leaf_count=60 1736 298 201 internal_value=0 8.52391e-05 -0.000890169 internal_weight=0 291.791 29.7244 internal_count=2295 2034 261 is_linear=0 shrinkage=0.000981718 Tree=1007 num_leaves=4 num_cat=0 split_feature=1 52 150 split_gain=39.3719 31.66 22.103 threshold=0.10098000000000001 -0.30301999999999996 -0.084634999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026568567454818092 -0.00031443555702366998 0.00014093305028613652 -0.00013847612421320391 leaf_weight=11.991020523011683 14.60031199082732 106.52659657597542 222.16071658954024 leaf_count=37 89 485 1684 internal_value=0 8.60032e-05 -0.000117759 internal_weight=0 121.127 234.152 internal_count=2295 574 1721 is_linear=0 shrinkage=0.000290162 Tree=1008 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=47.6154 29.0077 14.5451 threshold=0.10491000000000002 -0.12077499999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013803289786455054 0.00022480039660235492 -0.0001344780254551992 -2.8445724712768674e-05 leaf_weight=45.937752675265074 85.009566396474838 190.82819831371307 28.777624845504761 leaf_count=170 349 1599 121 internal_value=0 -8.15981e-05 0.000160759 internal_weight=0 236.766 113.787 internal_count=2239 1769 470 is_linear=0 shrinkage=0.000307922 Tree=1009 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=46.4781 25.0804 14.3976 threshold=0.10491000000000002 1.0000000180025095e-35 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2730975643885573e-05 0.00019633733964391533 -0.00029019362918771653 -2.2945676483578235e-05 leaf_weight=204.96903211995959 85.650950320065022 31.328646877780557 28.726898856461048 leaf_count=1392 349 377 121 internal_value=0 -6.68864e-05 0.000141268 internal_weight=0 236.298 114.378 internal_count=2239 1769 470 is_linear=0 shrinkage=0.000268065 Tree=1010 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=48.7005 28.4953 14.0417 threshold=0.10491000000000002 -0.12077499999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013771405087666054 0.00022974372559020557 -0.00013697706470965301 -2.3367500636295205e-05 leaf_weight=46.234916348010302 85.550469547510147 191.47108253277838 28.92683070525527 leaf_count=170 349 1599 121 internal_value=0 -8.35416e-05 0.000165793 internal_weight=0 237.706 114.477 internal_count=2239 1769 470 is_linear=0 shrinkage=0.00031408 Tree=1011 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=31.9244 25.3482 5.3709 threshold=0.28251000000000009 -0.061994999999999995 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000295306578833991 0.00083511202485826773 0.00026637532784564962 0.00021600332824712318 leaf_weight=184.6173626370728 32.754648823291063 86.014101028442383 14.906917445361612 leaf_count=1648 146 362 83 internal_value=0 -0.000116782 0.00064164 internal_weight=0 270.631 47.6616 internal_count=2239 2010 229 is_linear=0 shrinkage=0.000854645 Tree=1012 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=41.6886 23.5221 16.838 threshold=0.10752500000000002 0.082380000000000009 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012462469176367991 0.00022070318998618476 0.00011811220359221286 -5.1872538948112458e-05 leaf_weight=206.96913892403245 70.587061159312725 42.061999205499887 27.607432506978512 leaf_count=1669 308 154 118 internal_value=0 -8.36199e-05 0.000144073 internal_weight=0 249.031 98.1945 internal_count=2249 1823 426 is_linear=0 shrinkage=0.000295965 Tree=1013 num_leaves=4 num_cat=0 split_feature=1 51 47 split_gain=27.8198 18.1783 15.9541 threshold=0.10752500000000002 -0.10593999999999999 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010144056274414622 0.0005969672077099546 -0.00014780097859178276 -0.00022450583642666025 leaf_weight=20.157969886437058 61.178124111145735 208.33285302855074 25.42081942409277 leaf_count=173 308 1650 118 internal_value=0 -0.000224333 0.00035583 internal_weight=0 228.491 86.5989 internal_count=2249 1823 426 is_linear=0 shrinkage=0.000871738 Tree=1014 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=42.4336 20.2393 19.3571 threshold=0.10752500000000002 0.082380000000000009 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015356115008417407 0.00018042207415600882 5.6136887858010459e-05 -9.727576890724314e-05 leaf_weight=220.27807074971497 62.716801304370165 40.769687816500664 26.76119002699852 leaf_count=1669 308 154 118 internal_value=0 -0.000120809 9.73648e-05 internal_weight=0 261.048 89.478 internal_count=2249 1823 426 is_linear=0 shrinkage=0.000273426 Tree=1015 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=43.9832 22.4513 17.6456 threshold=0.10752500000000002 0.082380000000000009 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001304971225167512 0.00022550261998529442 0.00010934186089239185 -5.7165123244560356e-05 leaf_weight=211.79171521402895 71.777443356812 42.733770154416561 27.95656331628561 leaf_count=1669 308 154 118 internal_value=0 -9.0224e-05 0.000146272 internal_weight=0 254.525 99.734 internal_count=2249 1823 426 is_linear=0 shrinkage=0.000301884 Tree=1016 num_leaves=4 num_cat=0 split_feature=484 1213 3 split_gain=36.6263 40.7654 5.08132 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038673615664704456 -0.00034805550204614137 7.5706625104473795e-05 -6.8939592827887961e-05 leaf_weight=30.608742656186223 30.138028301298618 287.92997879907489 7.5511086583137503 leaf_count=359 348 1521 27 internal_value=0 3.55352e-05 -0.000323916 internal_weight=0 318.068 38.1599 internal_count=2255 1869 386 is_linear=0 shrinkage=0.00034677 Tree=1017 num_leaves=4 num_cat=0 split_feature=484 1213 484 split_gain=30.7427 33.8415 4.91855 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.23135999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023750070446776651 -0.00082153419269648221 0.00017043482173104249 -0.00095896572261727005 leaf_weight=9.0886637885123474 26.569736238569021 262.67443599551916 24.699606010690331 leaf_count=83 348 1521 303 internal_value=0 7.92651e-05 -0.000765143 internal_weight=0 289.244 33.7883 internal_count=2255 1869 386 is_linear=0 shrinkage=0.000837887 Tree=1018 num_leaves=4 num_cat=0 split_feature=4 457 150 split_gain=34.4723 36.1568 4.67353 threshold=0.28251000000000009 0.041935000000000007 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8632207049031376e-05 0.00016456554193175374 0.0002078908946120428 0.00036462069415158226 leaf_weight=248.47309700213373 39.803024105727673 49.213607862591743 18.186049938201904 leaf_count=1841 179 176 59 internal_value=0 -4.79477e-05 0.000227405 internal_weight=0 297.687 57.9891 internal_count=2255 2017 238 is_linear=0 shrinkage=0.000326769 Tree=1019 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=36.8049 39.1085 4.40892 threshold=0.28251000000000009 0.041935000000000007 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7087990720899323e-05 0.00024015068552153749 0.00017945519347721255 7.4527608638460242e-05 leaf_weight=250.16721163876355 42.192014709115028 49.238372821360826 16.82984746992588 leaf_count=1841 160 176 78 internal_value=0 -4.32453e-05 0.000192963 internal_weight=0 299.406 59.0219 internal_count=2255 2017 238 is_linear=0 shrinkage=0.000273426 Tree=1020 num_leaves=4 num_cat=0 split_feature=4 457 150 split_gain=39.1866 37.0033 5.28005 threshold=0.27190000000000009 0.069910000000000014 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4359232414376721e-05 0.00015377673863568224 0.00018155598377725954 0.00034201950437081849 leaf_weight=250.54189734533429 44.49357695132494 51.274049449712038 18.49527508020401 leaf_count=1853 204 180 58 internal_value=0 -4.74768e-05 0.000209137 internal_weight=0 301.816 62.9889 internal_count=2295 2033 262 is_linear=0 shrinkage=0.000295965 Tree=1021 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=38.3382 33.7452 31.9862 threshold=0.089790000000000023 -0.16223499999999996 -0.41304999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017027256901516635 -0.00036308125574284678 -0.00018873640466152985 0.00013630812449695384 leaf_weight=35.177734948694706 14.823129441589115 135.93141834810376 177.30611438676715 leaf_count=101 106 1341 747 internal_value=0 -0.000114918 9.77471e-05 internal_weight=0 171.109 192.129 internal_count=2295 1442 853 is_linear=0 shrinkage=0.000326769 Tree=1022 num_leaves=4 num_cat=0 split_feature=13 457 4 split_gain=28.1409 30.2606 0.514759 threshold=-0.17446999999999999 0.078435000000000019 -0.017449999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096038962272352322 -0.0002387630705147026 0.00055589197797891962 0.00071582207917678033 leaf_weight=15.47470708936453 246.06316590309143 51.598015367984772 16.040622349828482 leaf_count=44 1966 190 95 internal_value=0 -0.000100987 0.000836419 internal_weight=0 297.661 31.5153 internal_count=2295 2156 139 is_linear=0 shrinkage=0.000943597 Tree=1023 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=37.1529 37.5522 32.4072 threshold=0.077765000000000015 0.081265000000000018 0.0060650000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024726106324791112 0.00012448653665388335 -0.00019542739627800864 8.5658409416424779e-05 leaf_weight=85.036069741472602 196.41171304136515 42.259552121162415 41.117275644093752 leaf_count=930 880 220 265 internal_value=0 6.78309e-05 -0.000138756 internal_weight=0 238.671 126.153 internal_count=2295 1100 1195 is_linear=0 shrinkage=0.000307922 Tree=1024 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=45.6405 37.6231 27.3272 threshold=-0.059315 -0.060004999999999996 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019718423448283746 0.00024091864610051455 0.00011273481984254027 -1.1032373419309262e-05 leaf_weight=138.91489033028483 83.208776168525219 53.51287429779768 86.705521751195192 leaf_count=1445 336 225 303 internal_value=0 -0.000110995 0.000112364 internal_weight=0 192.428 169.914 internal_count=2309 1670 639 is_linear=0 shrinkage=0.00031408 Tree=1025 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=45.0509 38.7295 23.6712 threshold=-0.059315 -0.060004999999999996 -0.0040349999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020514649290101118 0.00024419155060924547 0.00012238204275564365 -1.2894493652445358e-06 leaf_weight=138.82822753302753 81.221520680934191 53.352666299790144 86.712480019778013 leaf_count=1445 336 225 303 internal_value=0 -0.000114216 0.000117452 internal_weight=0 192.181 167.934 internal_count=2309 1670 639 is_linear=0 shrinkage=0.000326769 Tree=1026 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=28.0357 35.5383 21.7903 threshold=-0.059315 -0.060004999999999996 0.077555000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049996735209402411 0.0004198582747191372 0.00036870221491769757 -0.0004099225937936184 leaf_weight=124.0462104305625 125.04758764430881 50.284079607576132 29.758917689323425 leaf_count=1445 508 225 131 internal_value=0 -0.000249394 0.000260316 internal_weight=0 174.33 154.807 internal_count=2309 1670 639 is_linear=0 shrinkage=0.000871738 Tree=1027 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=27.5417 28.3885 3.61292 threshold=0.12541500000000003 -0.12851999999999997 0.14122000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034686712440601245 0.00045624032055194253 -0.000292245735937606 0.0010257478924620234 leaf_weight=83.620819542557001 20.142934896051884 205.88421924412251 18.17623458057642 leaf_count=301 111 1811 86 internal_value=0 -0.000107633 0.000726756 internal_weight=0 289.505 38.3192 internal_count=2309 2112 197 is_linear=0 shrinkage=0.000925095 Tree=1028 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=31.9142 28.1802 5.07836 threshold=-1.0000000180025095e-35 -0.24600999999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062232007329950166 -0.00080413860152284556 0.00020354289648351996 -0.0014294090915380117 leaf_weight=24.592715004459023 27.204202864319086 267.64051988534629 9.6904819142073375 leaf_count=306 241 1649 83 internal_value=0 0.000110522 -0.00085112 internal_weight=0 294.845 34.2832 internal_count=2279 1890 389 is_linear=0 shrinkage=0.000943597 Tree=1029 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=30.753 27.1179 4.98607 threshold=-1.0000000180025095e-35 -0.24600999999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056610022213214508 -0.0007333831034196023 0.00018387055290205984 -0.0013093709928290419 leaf_weight=24.418285818770528 26.942354181781411 267.57472067698836 9.5557186603546125 leaf_count=306 241 1649 83 internal_value=0 9.99183e-05 -0.000775775 internal_weight=0 294.517 33.974 internal_count=2279 1890 389 is_linear=0 shrinkage=0.000871738 Tree=1030 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=29.6328 26.0945 4.90245 threshold=-1.0000000180025095e-35 -0.24600999999999998 0.096900000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049927148333115041 -0.00070972934939116236 0.00017626451599696329 -0.0011750257274208283 leaf_weight=21.186123821884394 26.685377011075616 267.51140325516462 12.4833104070276 leaf_count=257 241 1649 132 internal_value=0 9.58588e-05 -0.000750339 internal_weight=0 294.197 33.6694 internal_count=2279 1890 389 is_linear=0 shrinkage=0.000854645 Tree=1031 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=41.4891 37.7728 13.4239 threshold=0.15891500000000003 0.083325000000000024 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7309615590166233e-05 7.1542153125561981e-05 -0.00016516102733802606 0.00031999977232451132 leaf_weight=129.46743869408965 43.755878902971745 147.46191172301769 42.090112060308456 leaf_count=458 168 1468 185 internal_value=0 -5.64814e-05 0.000193404 internal_weight=0 276.929 85.846 internal_count=2279 1926 353 is_linear=0 shrinkage=0.00031408 Tree=1032 num_leaves=4 num_cat=0 split_feature=15 457 14 split_gain=25.9047 26.3269 4.49069 threshold=-0.24297999999999997 0.069910000000000014 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031333445467738962 -0.00023952623154651717 0.00045550262593418777 0.00094537703159290002 leaf_weight=14.565141562372444 239.49823268502951 47.723976604640484 18.882972851395607 leaf_count=77 1910 185 117 internal_value=0 -0.00012402 0.000670487 internal_weight=0 287.222 33.4481 internal_count=2289 2095 194 is_linear=0 shrinkage=0.000854645 Tree=1033 num_leaves=4 num_cat=0 split_feature=4 454 151 split_gain=26.551 24.2111 6.57141 threshold=0.27190000000000009 1.0000000180025095e-35 -0.00099499999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020090317070381696 -1.6361764050618578e-05 0.0011476140025076017 0.00068488523161396497 leaf_weight=256.80928961373866 12.920976571738718 10.088514834642409 39.879508037120104 leaf_count=1988 58 26 217 internal_value=0 -0.000149852 0.000513337 internal_weight=0 266.898 52.8005 internal_count=2289 2014 275 is_linear=0 shrinkage=0.000854645 Tree=1034 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=38.8549 29.6832 25.8367 threshold=0.10114000000000002 0.090100000000000013 -0.11813499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035475080335691076 0.0001807835842659671 -0.00013542990658576095 -5.1875411032318222e-05 leaf_weight=25.848019197583199 102.67114467918873 31.343906074762344 191.83733854815364 leaf_count=253 445 144 1447 internal_value=0 0.000106818 -8.78669e-05 internal_weight=0 134.015 217.685 internal_count=2289 589 1700 is_linear=0 shrinkage=0.000284472 Tree=1035 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=38.9627 34.1042 27.2059 threshold=0.10114000000000002 -0.11372999999999998 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015067834706378668 0.00019917562956199694 -0.00015791074528433721 -0.00013491764019966479 leaf_weight=44.372080307453871 102.160869397223 173.07810942083597 31.428166251629591 leaf_count=155 445 1545 144 internal_value=0 -9.49335e-05 0.000120569 internal_weight=0 217.45 133.589 internal_count=2289 1700 589 is_linear=0 shrinkage=0.00031408 Tree=1036 num_leaves=4 num_cat=0 split_feature=1213 159 3 split_gain=31.5983 33.8574 0.458742 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.068334999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008808895883746057 -0.00084332458749945187 0.00014534405723974519 -0.001172121403901232 leaf_weight=20.511792117729787 28.026089265942574 258.46751263923943 5.1815586667507878 leaf_count=312 327 1555 40 internal_value=0 4.85783e-05 -0.000940449 internal_weight=0 286.494 25.6934 internal_count=2234 1882 352 is_linear=0 shrinkage=0.000854645 Tree=1037 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=44.4131 40.0847 21.1246 threshold=0.045590000000000006 0.13999000000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026667070999322935 -0.0001475953906789586 0.0004546623711567717 2.4812436261215107e-05 leaf_weight=57.047286905348301 181.26521718874574 11.580916613340376 94.824798293411732 leaf_count=204 1653 21 356 internal_value=0 -0.000111387 0.000115683 internal_weight=0 192.846 151.872 internal_count=2234 1674 560 is_linear=0 shrinkage=0.00031408 Tree=1038 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=46.5326 40.3326 20.1341 threshold=0.045590000000000006 0.13999000000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021633072488955088 -0.0001239544682825244 0.00037298800435876139 2.2980701044237435e-05 leaf_weight=56.922601841390133 184.24376901984215 11.501879647374151 96.10080149024725 leaf_count=204 1653 21 356 internal_value=0 -9.47209e-05 9.49223e-05 internal_weight=0 195.746 153.023 internal_count=2234 1674 560 is_linear=0 shrinkage=0.000257655 Tree=1039 num_leaves=4 num_cat=0 split_feature=1213 159 3 split_gain=30.9163 32.7256 0.43859 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.068334999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098829060317480021 -0.00093695919481481577 0.00016008498437836697 -0.0013113944942153627 leaf_weight=20.264594003558162 27.878618281334639 259.42231125757098 5.1116122882813206 leaf_count=312 327 1555 40 internal_value=0 5.35767e-05 -0.00105431 internal_weight=0 287.301 25.3762 internal_count=2234 1882 352 is_linear=0 shrinkage=0.000962469 Tree=1040 num_leaves=4 num_cat=0 split_feature=52 0 13 split_gain=26.8714 35.9231 3.21946 threshold=-0.24600999999999998 -0.061684999999999997 -0.076249999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032822954489528718 -0.00012838689315948401 0.00060246275879496556 -0.0010445798290512065 leaf_weight=7.1664447020739344 213.07160926423967 78.835962131619453 21.665019735693932 leaf_count=79 1707 306 192 internal_value=0 6.90214e-05 -0.000866856 internal_weight=0 291.908 28.8315 internal_count=2284 2013 271 is_linear=0 shrinkage=0.000925095 Tree=1041 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=26.1597 26.1847 threshold=-0.24689499999999998 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00084761679097101518 -0.00094846430966809248 -6.8003194465167396e-06 leaf_weight=26.526925228536129 26.70460158213973 266.72189352847636 leaf_count=124 266 1894 internal_value=0 -9.25568e-05 internal_weight=0 293.426 internal_count=2284 2160 is_linear=0 shrinkage=0.000906956 Tree=1042 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=25.282 25.4031 threshold=-0.24689499999999998 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00087277655114116658 -0.00097776014504893233 -6.9164562826904159e-06 leaf_weight=26.205693874508142 26.350711036473513 266.71872049197555 leaf_count=124 266 1894 internal_value=0 -9.42658e-05 internal_weight=0 293.069 internal_count=2284 2160 is_linear=0 shrinkage=0.000943597 Tree=1043 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=24.7929 26.1848 17.4819 threshold=0.10423500000000001 0.064285000000000009 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003320650626245229 0.00051992713185706075 0.00061203712902622033 -0.00059064149931303258 leaf_weight=184.03741160035133 89.422638364136219 30.47180463373661 14.677336491644381 leaf_count=1678 452 88 66 internal_value=0 -0.000197909 0.000363265 internal_weight=0 214.509 104.1 internal_count=2284 1766 518 is_linear=0 shrinkage=0.000943597 Tree=1044 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=25.5424 24.4165 3.41182 threshold=1.0000000180025095e-35 -0.094869999999999996 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045606673975862668 0.00040798888453775665 -0.00027963100921006356 0.00095987035222070164 leaf_weight=51.510721052065492 22.103000298142433 221.05603107251227 19.625233888626099 leaf_count=258 95 1812 98 internal_value=0 -0.000140574 0.000667865 internal_weight=0 272.567 41.7282 internal_count=2263 2070 193 is_linear=0 shrinkage=0.000962469 Tree=1045 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=37.9843 35.6237 23.1992 threshold=0.10098000000000001 0.064285000000000009 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014233389866930249 0.00020022501803751704 0.00022084767708657968 -0.00010317466864028046 leaf_weight=184.74328747019172 98.794658713042736 31.113961406052113 33.205722730606794 leaf_count=1615 420 78 150 internal_value=0 -8.99695e-05 0.000123899 internal_weight=0 215.857 132 internal_count=2263 1693 570 is_linear=0 shrinkage=0.00031408 Tree=1046 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=24.843 23.4618 3.39129 threshold=1.0000000180025095e-35 -0.094869999999999996 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035246652859129629 0.00031797130977358581 -0.00021623937796935226 0.00075364472472753095 leaf_weight=51.495094809681177 22.035739049315453 221.06714238598943 19.367168910801411 leaf_count=258 95 1812 98 internal_value=0 -0.000108777 0.000522021 internal_weight=0 272.562 41.4029 internal_count=2263 2070 193 is_linear=0 shrinkage=0.0007589 Tree=1047 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=39.1645 34.3046 24.4126 threshold=0.10098000000000001 0.064285000000000009 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013953091341938314 0.00019385238428860308 0.00020407206907091296 -0.00010718242467718447 leaf_weight=184.6876608133316 98.553428180515766 30.894359789788723 32.679277162998915 leaf_count=1615 420 78 150 internal_value=0 -9.02766e-05 0.000118885 internal_weight=0 215.582 131.233 internal_count=2263 1693 570 is_linear=0 shrinkage=0.000301884 Tree=1048 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=33.9595 25.3558 24.1399 threshold=0.090435000000000015 0.052360000000000011 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044101454544130463 -0.00073351089603548468 0.00049393267340903544 0.00037201214660264183 leaf_weight=130.2668220885098 15.936037566512821 25.285320304334164 150.71415215916932 leaf_count=1440 110 63 721 internal_value=0 -0.000288995 0.000266224 internal_weight=0 155.552 166.65 internal_count=2334 1503 831 is_linear=0 shrinkage=0.000854645 Tree=1049 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=32.635 24.3792 23.2154 threshold=0.090435000000000015 0.052360000000000011 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042567710483734032 -0.00070928174215125611 0.0004744728138504241 0.00035804333736980429 leaf_weight=129.35711230523884 15.79672487080097 25.228466898202896 150.08778968825936 leaf_count=1440 110 63 721 internal_value=0 -0.000278732 0.000256335 internal_weight=0 154.586 165.885 internal_count=2334 1503 831 is_linear=0 shrinkage=0.000837887 Tree=1050 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=31.3596 23.4387 23.2471 threshold=0.090435000000000015 0.052360000000000011 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048135863015280915 0.00048095990676066822 0.00053401800145723129 -0.0003905515294540862 leaf_weight=128.46553889662027 128.79714144021273 25.171765729784966 36.33890849724412 leaf_count=1440 655 63 176 internal_value=0 -0.000314955 0.000289157 internal_weight=0 153.637 165.136 internal_count=2334 1503 831 is_linear=0 shrinkage=0.000962469 Tree=1051 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=46.937 26.7321 25.9471 threshold=0.090435000000000015 -0.24600999999999998 0.052360000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016429607962085659 -0.00025295605765716564 0.00013899682485439744 0.0001591688466871976 leaf_weight=140.46073351614177 16.764729134738445 166.0736082829535 25.680452264845371 leaf_count=1440 110 721 63 internal_value=0 0.000103035 -0.000114286 internal_weight=0 182.838 166.141 internal_count=2334 831 1503 is_linear=0 shrinkage=0.000295965 Tree=1052 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=30.9551 37.7481 22.4529 threshold=0.077765000000000015 -0.018054999999999998 -0.013764999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007025616314731421 0.00071355933730254267 0.00048847475947475687 1.8882617607725913e-05 leaf_weight=80.430114891380072 45.656049486249685 26.995984300971031 156.52451310306787 leaf_count=1103 241 71 830 internal_value=0 -0.000403223 0.000175806 internal_weight=0 107.426 202.181 internal_count=2245 1174 1071 is_linear=0 shrinkage=0.000871738 Tree=1053 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=41.7854 41.689 32.8438 threshold=0.077765000000000015 -0.018054999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029193534544243101 -0.00011947206140793651 0.00019493072295989256 0.00016998144866955706 leaf_weight=89.487283317372203 68.540242213755846 27.677120491862297 150.87094101123512 leaf_count=1103 450 71 621 internal_value=0 -0.000176913 7.95587e-05 internal_weight=0 117.164 219.411 internal_count=2245 1174 1071 is_linear=0 shrinkage=0.00034677 Tree=1054 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=43.614 40.9782 28.111 threshold=0.077765000000000015 -0.018054999999999998 -0.013764999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022759382237262968 0.00023109286241435021 0.00014520049784086915 7.2953270031359319e-06 leaf_weight=90.974637128412724 52.871472425758839 27.604958824813366 169.85538999922574 leaf_count=1103 241 71 830 internal_value=0 -0.000140799 6.04362e-05 internal_weight=0 118.58 222.727 internal_count=2245 1174 1071 is_linear=0 shrinkage=0.000268065 Tree=1055 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=30.2252 36.6586 30.5233 threshold=0.077765000000000015 -0.018054999999999998 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068360287711711587 -0.0007414949855782298 0.00046868675283656192 0.00029074955983198988 leaf_weight=79.739322094246745 23.681864898651838 26.975328736007214 178.57796064019203 leaf_count=1103 136 71 935 internal_value=0 -0.000392295 0.000169829 internal_weight=0 106.715 202.26 internal_count=2245 1174 1071 is_linear=0 shrinkage=0.000854645 Tree=1056 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=46.8232 31.175 19.4104 threshold=0.080235000000000015 -0.24033999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025058035445110299 0.00050435707125174797 -0.00012541641409569108 3.9337102700769024e-05 leaf_weight=60.476921044290066 7.1485529392957678 175.03819415345788 102.95545177906752 leaf_count=221 18 1622 390 internal_value=0 -0.000100655 0.000117526 internal_weight=0 182.187 163.432 internal_count=2251 1640 611 is_linear=0 shrinkage=0.000295965 Tree=1057 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=28.255 31.3119 18.1051 threshold=0.080235000000000015 -0.24033999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069192856895179005 0.0015901931750452955 -0.00032620739898404276 5.4933290449554359e-05 leaf_weight=52.780514132231474 6.7450619488954535 153.84553237538785 94.778050635010004 leaf_count=221 18 1622 390 internal_value=0 -0.000245536 0.000282841 internal_weight=0 160.591 147.559 internal_count=2251 1640 611 is_linear=0 shrinkage=0.000871738 Tree=1058 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=27.1094 29.9054 17.587 threshold=0.080235000000000015 -0.24033999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081712095982300499 0.0018531017499197849 -0.00038257557476964411 6.4203050318934805e-05 leaf_weight=52.221938021481037 6.7624594792723647 153.2608377430588 94.741734407842159 leaf_count=221 18 1622 390 internal_value=0 -0.000287888 0.000331816 internal_weight=0 160.023 146.964 internal_count=2251 1640 611 is_linear=0 shrinkage=0.00104181 Tree=1059 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=26.0086 28.566 17.0803 threshold=0.080235000000000015 -0.24033999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067556132396229187 0.0015122952241439617 -0.00031412571945615779 5.2537453538767898e-05 leaf_weight=51.674403909593821 6.7784919515252104 152.69021786656231 94.706220705062151 leaf_count=221 18 1622 390 internal_value=0 -0.000236319 0.000272533 internal_weight=0 159.469 146.381 internal_count=2251 1640 611 is_linear=0 shrinkage=0.000871738 Tree=1060 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=43.3604 28.6029 19.4815 threshold=0.10525000000000002 -0.10075499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012751518551936536 0.00025169769217772231 -0.00015840597333080991 -6.4967686874262075e-05 leaf_weight=50.300734493881464 78.171442911028862 170.82100835815072 29.801972549408674 leaf_count=220 349 1551 135 internal_value=0 -9.33593e-05 0.000164298 internal_weight=0 221.122 107.973 internal_count=2255 1771 484 is_linear=0 shrinkage=0.000333305 Tree=1061 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.5831 27.9531 18.8651 threshold=0.10525000000000002 -0.10075499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038632247218140306 0.00064208073256166319 -0.00040238560660119213 -0.00024322288924478051 leaf_weight=48.264737773686647 69.423630449920893 157.65994792431593 27.683662686496973 leaf_count=220 349 1551 135 internal_value=0 -0.000217509 0.000389697 internal_weight=0 205.925 97.1073 internal_count=2255 1771 484 is_linear=0 shrinkage=0.000906956 Tree=1062 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=28.9159 23.7684 1.68564 threshold=0.12419000000000001 -0.10075499999999998 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031633947270602255 0.00080907428528773529 -0.00025643835624799508 0.00045704141615834237 leaf_weight=64.729632576927543 21.006183538585901 199.56454908009619 16.479412525892258 leaf_count=289 114 1759 93 internal_value=0 -0.000116144 0.000654625 internal_weight=0 264.294 37.4856 internal_count=2255 2048 207 is_linear=0 shrinkage=0.000821458 Tree=1063 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=27.9082 22.7368 1.66648 threshold=0.12419000000000001 -0.10075499999999998 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030925627797903464 0.00080232137455362145 -0.00025106108224890052 0.00045043181466780988 leaf_weight=64.72757201641798 20.711371947079897 199.2706956602633 16.347963780164719 leaf_count=289 114 1759 93 internal_value=0 -0.000113669 0.000647404 internal_weight=0 263.998 37.0593 internal_count=2255 2048 207 is_linear=0 shrinkage=0.000821458 Tree=1064 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=48.2672 36.6891 27.5341 threshold=0.077765000000000015 0.082885000000000014 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021695049293939865 0.00012214194084779416 -0.00020086491589403171 0.00010859424952273299 leaf_weight=90.30687478557229 194.95806522667408 31.797835785895586 26.019479483366013 leaf_count=1116 828 266 74 internal_value=0 7.68338e-05 -0.000144128 internal_weight=0 226.756 116.326 internal_count=2284 1094 1190 is_linear=0 shrinkage=0.000278894 Tree=1065 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=49.8538 34.2867 31.5656 threshold=0.077765000000000015 -0.034289999999999994 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026564993799516984 -0.00010651472509840491 0.0001770087037956365 0.00015088623575296755 leaf_weight=92.089253827929497 67.378046441823244 159.57579846680164 25.879137761890888 leaf_count=1116 439 655 74 internal_value=0 9.28344e-05 -0.000174263 internal_weight=0 226.954 117.968 internal_count=2284 1094 1190 is_linear=0 shrinkage=0.000333305 Tree=1066 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=49.8495 35.4693 28.8842 threshold=0.077765000000000015 -0.034289999999999994 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024162446509317352 -9.9537175046072451e-05 0.00016650022248887084 0.00012687853583338558 leaf_weight=90.770434886217117 67.505187325179577 160.37385349720716 25.914157696068287 leaf_count=1116 439 655 74 internal_value=0 8.76896e-05 -0.000159777 internal_weight=0 227.879 116.685 internal_count=2284 1094 1190 is_linear=0 shrinkage=0.000307922 Tree=1067 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=35.4751 29.8836 25.6106 threshold=0.077765000000000015 0.082885000000000014 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066766358116687003 0.000367364812140332 -0.00062841913758187316 0.00037959536560286107 leaf_weight=80.56796249654144 177.15936429426074 28.80490898154676 25.205230630934238 leaf_count=1116 828 266 74 internal_value=0 0.000228055 -0.000418083 internal_weight=0 205.964 105.773 internal_count=2284 1094 1190 is_linear=0 shrinkage=0.000906956 Tree=1068 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=25.0488 22.488 4.92925 threshold=0.12419000000000001 1.0000000180025095e-35 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023512400453776081 0.00083214369752173398 0.00056100592095451366 0.00015835262942253162 leaf_weight=233.22689446248114 27.046662144362926 31.867905206978321 12.586854938417671 leaf_count=1957 168 131 50 internal_value=0 -0.000139385 0.00061834 internal_weight=0 265.095 39.6335 internal_count=2306 2088 218 is_linear=0 shrinkage=0.000889172 Tree=1069 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=24.1713 21.6141 4.87677 threshold=0.12419000000000001 1.0000000180025095e-35 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023023205212573166 0.0008271561708889768 0.00055345474172027319 0.00015496769688586883 leaf_weight=232.84502043295652 26.604567106813192 31.581694882363081 12.573873683810232 leaf_count=1957 168 131 50 internal_value=0 -0.0001366 0.000611606 internal_weight=0 264.427 39.1784 internal_count=2306 2088 218 is_linear=0 shrinkage=0.000889172 Tree=1070 num_leaves=4 num_cat=0 split_feature=1 47 51 split_gain=33.9676 20.2385 19.78 threshold=0.10508500000000001 0.087885000000000019 -0.10593999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041861327672453264 0.00020811676975937473 -8.9812190069204882e-05 -5.9293862611794355e-05 leaf_weight=16.307026516646147 81.658770371228456 31.027577433735132 203.54874256998301 leaf_count=164 377 135 1630 internal_value=0 0.000126082 -8.59791e-05 internal_weight=0 112.686 219.856 internal_count=2306 512 1794 is_linear=0 shrinkage=0.00031408 Tree=1071 num_leaves=4 num_cat=0 split_feature=1 123 48 split_gain=23.4334 20.913 4.7419 threshold=0.12419000000000001 1.0000000180025095e-35 0.094535000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020459671072521496 0.00074311731032968551 0.00049568245692737007 0.00014150316368178697 leaf_weight=232.83598250057548 26.255850601941347 31.36954814940691 12.574629083275793 leaf_count=1957 168 131 50 internal_value=0 -0.000121422 0.000548459 internal_weight=0 264.206 38.8305 internal_count=2306 2088 218 is_linear=0 shrinkage=0.000805351 Tree=1072 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=35.9541 27.1157 26.062 threshold=0.083325000000000024 -0.059315 0.083135000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011585138710022279 -0.0001275759102996844 0.00019003508506921658 0.0001290820684471555 leaf_weight=36.448825862258673 147.58003531582654 20.281649734824896 137.89606263116002 leaf_count=167 1505 94 536 internal_value=0 -8.91838e-05 7.78688e-05 internal_weight=0 167.862 174.345 internal_count=2302 1599 703 is_linear=0 shrinkage=0.000257655 Tree=1073 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=35.9009 32.6793 32.2123 threshold=0.077765000000000015 0.10798000000000001 0.082885000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017913088639342771 0.00010698750663004319 0.00043319917354541854 -0.00020177732547068918 leaf_weight=107.47185732424259 193.15451841801405 7.8577297069132319 33.342396840453148 leaf_count=1168 845 15 274 internal_value=0 -0.000137346 6.15214e-05 internal_weight=0 115.33 226.497 internal_count=2302 1183 1119 is_linear=0 shrinkage=0.000290162 Tree=1074 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=24.0442 29.6161 24.6855 threshold=0.077765000000000015 0.10798000000000001 0.26753000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049006343015454176 0.00026722928387336076 0.0012808630006679212 -0.00064387772326618734 leaf_weight=96.719641613774002 181.80285781621933 7.7330832816660395 25.787197064608335 leaf_count=1168 956 15 163 internal_value=0 -0.000358744 0.000154001 internal_weight=0 104.453 207.59 internal_count=2302 1183 1119 is_linear=0 shrinkage=0.000871738 Tree=1075 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=23.1056 28.4095 27.1785 threshold=0.077765000000000015 0.10798000000000001 0.082885000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005223137406822724 0.00030575040144207081 0.0013560030970938229 -0.00065655212030003461 leaf_weight=96.033148497343063 176.49817311577499 7.729821015149354 30.654796682298183 leaf_count=1168 845 15 274 internal_value=0 -0.000382165 0.0001633 internal_weight=0 103.763 207.153 internal_count=2302 1183 1119 is_linear=0 shrinkage=0.000943597 Tree=1076 num_leaves=4 num_cat=0 split_feature=42 484 1 split_gain=28.167 30.2062 22.5366 threshold=-1.0000000180025095e-35 -0.0048499999999999993 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077686335818775531 -0.000685993848175136 0.0002371329486434502 0.00043080500908267686 leaf_weight=45.136247463524342 26.855635625310242 217.5011246111244 13.544240921735762 leaf_count=586 331 1307 59 internal_value=0 0.000135633 -0.000498068 internal_weight=0 244.357 58.6805 internal_count=2283 1638 645 is_linear=0 shrinkage=0.000821458 Tree=1077 num_leaves=4 num_cat=0 split_feature=42 484 1 split_gain=27.1351 29.001 21.7989 threshold=-1.0000000180025095e-35 -0.0048499999999999993 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00097438802982164382 -0.00085678816486892313 0.0002941110654114761 0.0005366013237333079 leaf_weight=44.621831790544093 26.660818975418806 217.4177970699966 13.482422068715094 leaf_count=586 331 1307 59 internal_value=0 0.000168341 -0.000623719 internal_weight=0 244.079 58.1043 internal_count=2283 1638 645 is_linear=0 shrinkage=0.00104181 Tree=1078 num_leaves=4 num_cat=0 split_feature=42 484 1 split_gain=26.1384 27.8416 21.0825 threshold=-1.0000000180025095e-35 -0.0048499999999999993 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082234490088712578 -0.00072004729507055797 0.00024548276378042578 0.00044976149384552688 leaf_weight=44.119491692632437 26.471170772798359 217.33766358532012 13.422019157558678 leaf_count=586 331 1307 59 internal_value=0 0.000140604 -0.000525565 internal_weight=0 243.809 57.5415 internal_count=2283 1638 645 is_linear=0 shrinkage=0.000889172 Tree=1079 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=32.9756 29.6675 14.3337 threshold=0.10508500000000001 0.080930000000000016 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001102882521914748 0.00020884668715540666 0.00017845550567684837 -4.1420540907263932e-05 leaf_weight=186.51832878030837 79.249359685927629 39.235448893159628 28.295045033097267 leaf_count=1650 372 137 124 internal_value=0 -6.00945e-05 0.000143005 internal_weight=0 225.754 107.544 internal_count=2283 1787 496 is_linear=0 shrinkage=0.000301884 Tree=1080 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=28.7731 24.0518 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000941296465987719 -0.00022521868825859726 0.00046988657801321887 leaf_weight=25.185855355113745 221.48396509326994 52.726682879030704 leaf_count=119 1921 250 internal_value=0 -9.15367e-05 internal_weight=0 274.211 internal_count=2290 2171 is_linear=0 shrinkage=0.000925095 Tree=1081 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=27.8428 23.0828 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00087878502648842353 -0.00020777867354908975 0.00043563949156511829 leaf_weight=24.855174012482166 221.15746274311095 52.393577039241791 leaf_count=119 1921 250 internal_value=0 -8.45222e-05 internal_weight=0 273.551 internal_count=2290 2171 is_linear=0 shrinkage=0.000871738 Tree=1082 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=33.1774 33.3895 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030062389147907521 -7.7984051603153409e-05 0.00016620074651051603 leaf_weight=27.959743164479733 239.16214525699615 58.703366700559855 leaf_count=119 1921 250 internal_value=0 -2.98525e-05 internal_weight=0 297.866 internal_count=2290 2171 is_linear=0 shrinkage=0.000290162 Tree=1083 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=27.3369 27.1349 threshold=0.078320000000000015 -0.24689499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011522768757323686 -0.0017389449748190418 -4.4182964138538915e-05 leaf_weight=24.307268936187029 10.295248456299303 263.33890841342509 leaf_count=117 67 2106 internal_value=0 5.69925e-05 internal_weight=0 287.646 internal_count=2290 2223 is_linear=0 shrinkage=0.0010839 Tree=1084 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=34.1651 29.7045 25.0085 threshold=0.089765000000000025 -0.060004999999999996 0.081005000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060715039450051666 0.00044683861219806499 0.00054248607378317869 -0.00077470496002105189 leaf_weight=102.19892674870789 160.43211006280035 28.893503818660975 18.753749899566174 leaf_count=1139 945 142 106 internal_value=0 -0.000353722 0.000318922 internal_weight=0 131.092 179.186 internal_count=2332 1281 1051 is_linear=0 shrinkage=0.00100135 Tree=1085 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=32.7575 29.2707 23.9268 threshold=0.089765000000000025 -1.0000000180025095e-35 0.081005000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060252658296247662 0.00045512175602172678 -0.0006142475170803442 -0.00078838322662979124 leaf_weight=27.063220474869013 160.20319896284491 103.34366910438985 18.743397206068039 leaf_count=147 945 1134 106 internal_value=0 -0.00036168 0.000324803 internal_weight=0 130.407 178.947 internal_count=2332 1281 1051 is_linear=0 shrinkage=0.00104181 Tree=1086 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=31.434 28.391 23.0092 threshold=0.089765000000000025 -0.060004999999999996 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049553858221474659 0.00033707089985683534 0.00044930950445540649 -0.00085465291044555414 leaf_weight=100.83358892612159 166.52533637918532 28.658721555024385 12.189877659082411 leaf_count=1139 977 142 74 internal_value=0 -0.000286393 0.000255703 internal_weight=0 129.492 178.715 internal_count=2332 1281 1051 is_linear=0 shrinkage=0.000837887 Tree=1087 num_leaves=4 num_cat=0 split_feature=2 2 159 split_gain=36.778 39.4368 25.0311 threshold=0.089765000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019791120760886556 -0.00029334772703543084 -0.00019439991537803178 0.00012723303032291804 leaf_weight=30.952972441911697 14.485258627682922 112.71284204162657 179.16656558588147 leaf_count=147 150 1134 901 internal_value=0 -0.000109861 9.57476e-05 internal_weight=0 143.666 193.652 internal_count=2332 1281 1051 is_linear=0 shrinkage=0.000307922 Tree=1088 num_leaves=4 num_cat=0 split_feature=52 4 16 split_gain=23.1183 24.9301 3.21892 threshold=0.18829500000000002 -0.49071999999999993 -0.0087549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00090865183296396203 -0.0011179160068458202 0.00014142740444488634 -0.00039974023430249797 leaf_weight=20.024440597742796 15.375676725059749 257.75342460069805 7.747116574086248 leaf_count=118 177 1925 75 internal_value=0 6.56721e-05 -0.000877825 internal_weight=0 277.778 23.1228 internal_count=2295 2043 252 is_linear=0 shrinkage=0.000906956 Tree=1089 num_leaves=4 num_cat=0 split_feature=52 4 16 split_gain=22.3067 23.9618 3.16957 threshold=0.18829500000000002 -0.49071999999999993 -0.0087549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076349876811776182 -0.0009451320337974786 0.00011799523177121135 -0.00033481282913597855 leaf_weight=19.885546132922173 15.176362738944592 257.76322377286851 7.717948733828961 leaf_count=118 177 1925 75 internal_value=0 5.48134e-05 -0.000739836 internal_weight=0 277.649 22.8943 internal_count=2295 2043 252 is_linear=0 shrinkage=0.000774078 Tree=1090 num_leaves=4 num_cat=0 split_feature=52 4 49 split_gain=21.5211 23.0302 3.12084 threshold=0.18829500000000002 -0.49071999999999993 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082984426840862838 -0.0010121095216210987 0.00012734941154942224 -0.00031655633104380073 leaf_weight=19.748733785003424 15.955353251658382 257.77339061908424 6.7155388854444018 leaf_count=118 184 1925 68 internal_value=0 5.91822e-05 -0.000806513 internal_weight=0 277.522 22.6709 internal_count=2295 2043 252 is_linear=0 shrinkage=0.000854645 Tree=1091 num_leaves=4 num_cat=0 split_feature=159 52 12 split_gain=20.786 21.9432 7.40922 threshold=-0.032739999999999991 -0.40083999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035503050654187821 -0.00081387070790702408 0.00014869631782437852 -0.0010533092509973274 leaf_weight=3.9408619701862362 22.99429184384644 251.88820777460933 21.020915453322232 leaf_count=15 254 1733 293 internal_value=0 6.81254e-05 -0.000830865 internal_weight=0 274.882 24.9618 internal_count=2295 1987 308 is_linear=0 shrinkage=0.000943597 Tree=1092 num_leaves=4 num_cat=0 split_feature=4 13 150 split_gain=32.5764 34.0015 4.07754 threshold=0.28251000000000009 -0.23832999999999996 0.082295000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003404227864282307 0.00018340893354187155 -7.738695314831896e-05 0.00038492099905341098 leaf_weight=23.704568967223167 39.66773147881031 246.17042778432369 15.550159230828283 leaf_count=79 195 1907 58 internal_value=0 -4.0667e-05 0.000240271 internal_weight=0 269.875 55.2179 internal_count=2239 1986 253 is_linear=0 shrinkage=0.000333305 Tree=1093 num_leaves=3 num_cat=0 split_feature=3 50 split_gain=25.1117 26.8631 threshold=0.15015500000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0068148072321849e-05 0.00084499076935310054 -0.00072425501954913785 leaf_weight=236.59094838052988 22.987855296581984 34.643023216165602 leaf_count=1701 123 415 internal_value=0 -4.88753e-05 internal_weight=0 271.234 internal_count=2239 2116 is_linear=0 shrinkage=0.000821458 Tree=1094 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=25.515 24.3541 threshold=-0.24689499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00082038726691588057 4.4132092137262071e-05 -0.00067039438620454441 leaf_weight=23.734505705535412 234.219412881881 35.628347806632519 leaf_count=118 1701 420 internal_value=0 -5.02485e-05 internal_weight=0 269.848 internal_count=2239 2121 is_linear=0 shrinkage=0.000805351 Tree=1095 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=31.2933 30.1649 5.14991 threshold=0.28251000000000009 -0.23832999999999996 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025400069740459902 0.00023464694272839394 -5.7221480562527861e-05 5.9466245730639764e-05 leaf_weight=22.555642418563366 38.36756531521678 245.6441765986383 15.718321695923803 leaf_count=79 171 1907 82 internal_value=0 -3.10314e-05 0.000183775 internal_weight=0 268.2 54.0859 internal_count=2239 1986 253 is_linear=0 shrinkage=0.000257655 Tree=1096 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=20.6895 20.5167 12.2474 threshold=0.080930000000000016 -0.060199999999999997 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026152980561112862 -3.7917851339279932e-05 0.00026137596931143006 0.00086514537787192808 leaf_weight=166.6731431176886 16.966620229184628 76.999899063259363 27.823982808738947 leaf_count=1688 86 387 99 internal_value=0 -9.62857e-05 0.000523196 internal_weight=0 243.673 44.7906 internal_count=2260 2075 185 is_linear=0 shrinkage=0.000837887 Tree=1097 num_leaves=3 num_cat=0 split_feature=147 48 split_gain=20.2795 19.5911 threshold=0.087350000000000025 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9232858077966112e-05 0.00069551655517772657 -0.0010942233141397928 leaf_weight=250.0598834650591 25.734217591583729 11.969231452792881 leaf_count=2093 103 64 internal_value=0 -6.84135e-05 internal_weight=0 262.029 internal_count=2260 2157 is_linear=0 shrinkage=0.000821458 Tree=1098 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=19.6858 19.6732 11.9436 threshold=0.080930000000000016 -0.060199999999999997 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025070036589755398 -3.8335862803480705e-05 0.00025152636700389322 0.00083859071914452882 leaf_weight=166.32759281434119 16.970309071242809 76.973502904176712 27.379571165889502 leaf_count=1688 86 387 99 internal_value=0 -9.18029e-05 0.000503166 internal_weight=0 243.301 44.3499 internal_count=2260 2075 185 is_linear=0 shrinkage=0.000821458 Tree=1099 num_leaves=4 num_cat=0 split_feature=484 43 0 split_gain=19.9278 20.7176 3.47962 threshold=-0.0048499999999999993 0.25537500000000007 -0.037309999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00093789813649620068 0.00014481877751855836 -0.0011230072285633281 -8.2036379798387319e-05 leaf_weight=22.540979006327692 246.42658535484225 12.528621772304176 5.4715928658843032 leaf_count=338 1773 119 30 internal_value=0 8.34013e-05 -0.000770896 internal_weight=0 258.955 28.0126 internal_count=2260 1892 368 is_linear=0 shrinkage=0.000962469 Tree=1100 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=22.7809 22.7638 13.1114 threshold=0.081245000000000026 0.11588000000000001 0.093260000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022190950520106339 5.66970957688523e-06 0.00042488942472681461 0.00074010733889120172 leaf_weight=187.06590566132218 26.703527148813009 43.479091331362724 38.471515912562609 leaf_count=1706 124 251 173 internal_value=0 -9.99029e-05 0.000439283 internal_weight=0 230.545 65.175 internal_count=2254 1957 297 is_linear=0 shrinkage=0.000805351 Tree=1101 num_leaves=4 num_cat=0 split_feature=457 1 2 split_gain=29.3307 29.9971 9.01971 threshold=0.080930000000000016 0.11588000000000001 0.089795000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027978316994931729 0.00016175205055346165 0.00055542377990623918 0.0010321311202565202 leaf_weight=197.12876546569169 17.388032056391239 49.903353285044432 30.179544225335121 leaf_count=1774 86 292 102 internal_value=0 -0.000111032 0.000714162 internal_weight=0 247.032 47.5676 internal_count=2254 2066 188 is_linear=0 shrinkage=0.000962469 Tree=1102 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=28.1913 28.7976 6.21019 threshold=0.080930000000000016 0.11588000000000001 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026332401169257633 0.00024145182049962666 0.00052553229212635641 0.00093437792519961941 leaf_weight=196.80587791837752 17.708434615284204 49.560940984636545 29.578737519681454 leaf_count=1774 81 292 107 internal_value=0 -0.000104604 0.000675088 internal_weight=0 246.367 47.2872 internal_count=2254 2066 188 is_linear=0 shrinkage=0.000925095 Tree=1103 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=33.1211 31.4554 13.2948 threshold=0.10398500000000001 0.080930000000000016 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010808002823373437 0.00018347894660169722 0.00017190763798343752 -2.4747007306761708e-05 leaf_weight=170.49853950645775 81.586573615670204 36.384483184665442 31.873422261327505 leaf_count=1591 395 128 140 internal_value=0 -5.88273e-05 0.000124989 internal_weight=0 206.883 113.46 internal_count=2254 1719 535 is_linear=0 shrinkage=0.000273426 Tree=1104 num_leaves=3 num_cat=0 split_feature=130 457 split_gain=23.4314 22.5977 threshold=-0.076894999999999977 0.079590000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010613937973127658 -0.00020765566818315754 0.00058759959130464041 leaf_weight=20.428036505356431 220.62366993818432 44.834380034357309 leaf_count=100 1980 188 internal_value=0 -7.33089e-05 internal_weight=0 265.458 internal_count=2268 2168 is_linear=0 shrinkage=0.00102138 Tree=1105 num_leaves=4 num_cat=0 split_feature=4 403 0 split_gain=25.016 25.9993 6.38856 threshold=0.28251000000000009 -1.0000000180025095e-35 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025675380706267637 7.2119414415481415e-05 7.1824660510471484e-06 0.00029491696586392209 leaf_weight=41.983132466673851 20.890913709998131 224.68303563259542 29.377079661935568 leaf_count=541 79 1482 166 internal_value=0 -3.43863e-05 0.000202387 internal_weight=0 266.666 50.268 internal_count=2268 2023 245 is_linear=0 shrinkage=0.000307922 Tree=1106 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=24.2929 24.009 3.65333 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.088434999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5370263413485875e-05 -0.00019688312129364634 4.6361586802684892e-05 -0.00029402450550668332 leaf_weight=5.4394046105444458 30.043601913377643 259.16741565056145 19.760618709027767 leaf_count=68 356 1553 291 internal_value=0 2.10817e-05 -0.000242592 internal_weight=0 289.211 25.2 internal_count=2268 1909 359 is_linear=0 shrinkage=0.000257655 Tree=1107 num_leaves=4 num_cat=0 split_feature=12 1 3 split_gain=24.3903 27.9206 14.6957 threshold=0.082780000000000006 0.13052500000000003 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032849854790438526 -0.00010978664226980567 0.00034719253290454598 5.0624289777946086e-05 leaf_weight=17.353253580629826 148.75389207340777 11.649748951196669 135.89899316802621 leaf_count=44 1580 43 601 internal_value=0 -7.65599e-05 8.21259e-05 internal_weight=0 160.404 153.252 internal_count=2268 1623 645 is_linear=0 shrinkage=0.000284472 Tree=1108 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=38.8861 33.9037 30.1371 threshold=0.077845000000000011 -0.018054999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020939522870521045 -0.00025942918973388235 0.00013374668815665559 9.1313329378783022e-05 leaf_weight=86.826278418302536 18.534382797777653 25.779789969325066 192.25151257961988 leaf_count=1146 127 70 956 internal_value=0 -0.000130828 6.04519e-05 internal_weight=0 112.606 210.786 internal_count=2299 1216 1083 is_linear=0 shrinkage=0.000262808 Tree=1109 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=26.1733 25.7256 25.1472 threshold=0.077845000000000011 -0.16223499999999996 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053566433484707394 -0.00091857781803251571 -0.00066409664655848956 0.00030097544640003855 leaf_weight=20.87563007324934 17.193323541432619 79.760339734144509 173.97453917190433 leaf_count=55 127 1161 956 internal_value=0 -0.000415167 0.00019121 internal_weight=0 100.636 191.168 internal_count=2299 1216 1083 is_linear=0 shrinkage=0.000962469 Tree=1110 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=25.1958 28.3023 24.2055 threshold=0.077845000000000011 -0.018054999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074834393222455477 -0.00096320168638681805 0.00050865822119442123 0.00031274987033100624 leaf_weight=74.848715277388692 17.012401212006807 24.886524111032486 173.69107164815068 leaf_count=1146 127 70 956 internal_value=0 -0.000434652 0.000198839 internal_weight=0 99.7352 190.703 internal_count=2299 1216 1083 is_linear=0 shrinkage=0.00102138 Tree=1111 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=24.262 27.3631 23.2983 threshold=0.077845000000000011 -0.018054999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069781191513985995 -0.00089678540539481677 0.00046921514349123039 0.00028856570811635815 leaf_weight=73.95300239790231 16.834496254101396 24.853059880435467 173.41496097669005 leaf_count=1146 127 70 956 internal_value=0 -0.000404231 0.000183599 internal_weight=0 98.8061 190.249 internal_count=2299 1216 1083 is_linear=0 shrinkage=0.000962469 Tree=1112 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=27.5519 42.8701 36.237 threshold=1.0000000180025095e-35 0.043130000000000009 0.082885000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022147526986833016 0.000105704462774576 0.00020153491485895044 -0.00022844312423088911 leaf_weight=79.928929254412651 185.55600254051387 25.578515157103539 30.575098313391209 leaf_count=1110 835 59 272 internal_value=0 -0.000118906 5.84181e-05 internal_weight=0 105.507 216.131 internal_count=2276 1169 1107 is_linear=0 shrinkage=0.000284472 Tree=1113 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=27.5669 24.6391 17.1223 threshold=0.045590000000000006 -0.17035999999999998 0.080640000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6684842847372727e-05 0.00014541881089337073 -0.00015217775013610807 0.00037136407185607112 leaf_weight=127.30242966115475 36.296770853921771 133.59170524403453 20.603966530412436 leaf_count=530 160 1511 75 internal_value=0 -8.85869e-05 0.000100563 internal_weight=0 169.888 147.906 internal_count=2276 1671 605 is_linear=0 shrinkage=0.000320362 Tree=1114 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=29.5267 27.2585 19.7337 threshold=0.045590000000000006 0.15891500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002559175956338004 -0.00014969442029540733 0.0001619537390708463 1.7926923790983577e-05 leaf_weight=53.366998061537743 138.94952023774385 34.556676313281059 96.493933193385601 leaf_count=213 1539 132 392 internal_value=0 -8.76135e-05 0.0001027 internal_weight=0 173.506 149.861 internal_count=2276 1671 605 is_linear=0 shrinkage=0.00031408 Tree=1115 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=19.7119 25.1329 23.1083 threshold=0.084050000000000014 1.0000000180025095e-35 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040481028848046008 -0.00085843759492432138 0.00032987546538823797 0.00065544966993437231 leaf_weight=64.368652631528676 45.463262292556465 169.84004954248667 12.984438382089136 leaf_count=661 716 838 61 internal_value=0 0.000127942 -0.000522016 internal_weight=0 234.209 58.4477 internal_count=2276 1499 777 is_linear=0 shrinkage=0.00100135 Tree=1116 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=36.1208 32.3469 13.6326 threshold=0.084050000000000014 0.077765000000000015 -0.013959999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010860144285929385 -0.0002543916243623225 0.00012016049134669897 8.4759229146044634e-05 leaf_weight=73.097058650106192 51.933175295591354 180.540586611256 12.340999938547609 leaf_count=663 721 811 57 internal_value=0 5.42293e-05 -0.000189267 internal_weight=0 253.638 64.2742 internal_count=2252 1474 778 is_linear=0 shrinkage=0.000290162 Tree=1117 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=26.7791 23.4709 12.7724 threshold=0.084050000000000014 0.077765000000000015 -0.013959999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032090995516616402 -0.00082809499248360932 0.00036459226793119997 0.00032746777011036059 leaf_weight=67.963453497737646 44.690725531429052 164.90026479586959 11.601661592721937 leaf_count=663 721 811 57 internal_value=0 0.000164512 -0.000589907 internal_weight=0 232.864 56.2924 internal_count=2252 1474 778 is_linear=0 shrinkage=0.000981718 Tree=1118 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=33.4809 32.1733 12.9176 threshold=0.084050000000000014 0.077765000000000015 -0.013959999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011708549199925933 -0.00026137445000668337 0.0001192547396468643 8.228901977507616e-05 leaf_weight=73.958365071564913 51.106850005686283 180.7408369872719 12.372032783925532 leaf_count=663 721 811 57 internal_value=0 5.06237e-05 -0.00019439 internal_weight=0 254.699 63.4789 internal_count=2252 1474 778 is_linear=0 shrinkage=0.000301884 Tree=1119 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=33.4813 29.3671 12.3959 threshold=0.084050000000000014 0.077765000000000015 -0.013959999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011619702787778604 -0.00028142308103174164 0.00013056222277623854 8.5063291711410339e-05 leaf_weight=72.324404359795153 49.658889116719365 178.72504645958543 12.283918254077433 leaf_count=663 721 811 57 internal_value=0 5.94703e-05 -0.000208741 internal_weight=0 251.049 61.9428 internal_count=2252 1474 778 is_linear=0 shrinkage=0.000326769 Tree=1120 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=32.1582 25.9694 24.0676 threshold=0.083325000000000024 0.16382000000000002 0.041820000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.5499446631955082e-05 -0.00019551265143117347 0.00012809851460699771 -0.00030121995168112884 leaf_weight=139.48327220231295 138.09379074722528 28.322487059980631 16.162473578006029 leaf_count=617 1460 118 89 internal_value=0 -0.000140429 5.42717e-05 internal_weight=0 166.416 155.646 internal_count=2284 1578 706 is_linear=0 shrinkage=0.000307922 Tree=1121 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=20.9967 22.1722 19.7057 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056841674436759878 -0.00069032320612480577 0.00022233422186238516 -0.0010266445598355917 leaf_weight=9.8073531277477723 29.052216045558453 218.29470466636121 31.09259682148695 leaf_count=52 337 1382 513 internal_value=0 0.000115093 -0.00064408 internal_weight=0 247.347 40.8999 internal_count=2284 1719 565 is_linear=0 shrinkage=0.000981718 Tree=1122 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=29.5736 28.3237 23.0954 threshold=0.083325000000000024 0.16382000000000002 0.041820000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013048207602046435 -0.00015663145431456298 0.00017357449573989037 -0.00025561539426571095 leaf_weight=145.65520646050572 122.16799231525511 29.345535401254892 15.616887642070649 leaf_count=617 1460 118 89 internal_value=0 -9.26625e-05 9.30682e-05 internal_weight=0 151.514 161.272 internal_count=2284 1578 706 is_linear=0 shrinkage=0.000301884 Tree=1123 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=31.9749 29.4625 14.0687 threshold=0.083325000000000024 0.16382000000000002 -0.42305999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019119649282428654 -0.00019111504549183838 0.00020733209902736407 0.0001512957900042027 leaf_weight=17.465319685637951 124.97716799192131 29.924771536141634 145.87832970172167 leaf_count=75 1460 118 631 internal_value=0 -0.000114125 0.000114657 internal_weight=0 154.902 163.344 internal_count=2284 1578 706 is_linear=0 shrinkage=0.00036078 Tree=1124 num_leaves=4 num_cat=0 split_feature=150 4 1 split_gain=26.6005 29.6449 18.1017 threshold=0.081245000000000026 0.50652000000000019 0.093260000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5448714895585261e-05 -2.9676495182046844e-05 0.00029130987489499327 0.00028738589705533217 leaf_weight=225.60358179546893 28.361784085631371 21.688257779926062 42.862466529011726 leaf_count=1866 131 126 174 internal_value=0 -5.23859e-05 0.000161156 internal_weight=0 247.292 71.2243 internal_count=2297 1992 305 is_linear=0 shrinkage=0.000307922 Tree=1125 num_leaves=4 num_cat=0 split_feature=150 4 2 split_gain=26.8296 29.3581 13.3619 threshold=0.082295000000000021 0.50652000000000019 0.091315000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2007893052944762e-05 1.3316878373020472e-05 0.00028457536365356827 0.00027581913060536415 leaf_weight=228.80354067962617 31.755153376609087 21.788385964930058 39.83338039368391 leaf_count=1868 157 126 146 internal_value=0 -5.01151e-05 0.000159413 internal_weight=0 250.592 71.5885 internal_count=2297 1994 303 is_linear=0 shrinkage=0.000301884 Tree=1126 num_leaves=4 num_cat=0 split_feature=1 51 48 split_gain=27.2767 24.2522 16.6392 threshold=0.104035 -0.10593999999999999 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042161862455788036 0.00016777549559451849 -3.8191772050794092e-05 -0.00018974524570055369 leaf_weight=16.971111372113228 94.195167060941458 197.05844773352146 14.187295712530611 leaf_count=163 458 1619 57 internal_value=0 -6.86298e-05 0.000120951 internal_weight=0 214.03 108.382 internal_count=2297 1782 515 is_linear=0 shrinkage=0.000307922 Tree=1127 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=27.9479 30.464 19.7359 threshold=0.082295000000000021 -0.30139999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023264110399375565 -0.00012388017361399364 -8.4781484424279783e-05 0.00023623923622613708 leaf_weight=28.657872289419174 16.564502943307161 226.66370324976742 56.397966504096985 leaf_count=157 104 1837 199 internal_value=0 -4.91385e-05 0.000154471 internal_weight=0 255.322 72.9625 internal_count=2297 1994 303 is_linear=0 shrinkage=0.000290162 Tree=1128 num_leaves=4 num_cat=0 split_feature=4 376 3 split_gain=37.4083 23.7544 8.59522 threshold=0.28251000000000009 0.048375000000000008 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.978966878428528e-05 0.00029048230013752947 0.00021981504273510229 2.5856027320264758e-05 leaf_weight=241.4098296482116 37.454694747924805 24.527504786849022 14.274509742856024 leaf_count=1908 164 91 83 internal_value=0 -5.21432e-05 0.000217496 internal_weight=0 265.937 51.7292 internal_count=2246 1999 247 is_linear=0 shrinkage=0.000290162 Tree=1129 num_leaves=4 num_cat=0 split_feature=4 128 3 split_gain=25.7546 20.6479 10.0276 threshold=0.28251000000000009 0.086435000000000012 0.10856000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8651328023851587e-05 0.00093038012273031503 -0.0013846236242983576 -9.69526718367727e-05 leaf_weight=230.34456008020788 31.902232706546783 11.961747162975369 12.147191893309353 leaf_count=1849 163 150 84 internal_value=0 -0.000152733 0.000647161 internal_weight=0 242.306 44.0494 internal_count=2246 1999 247 is_linear=0 shrinkage=0.000962469 Tree=1130 num_leaves=4 num_cat=0 split_feature=4 128 3 split_gain=24.85 20.19 10.1432 threshold=0.28251000000000009 0.086435000000000012 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8521822420722089e-05 0.00083846284491505393 -0.0012497621047772034 -0.00010413081998190703 leaf_weight=230.26227262895554 31.590489633381367 11.736613453365861 11.952070657163857 leaf_count=1849 164 150 83 internal_value=0 -0.000135419 0.000579796 internal_weight=0 241.999 43.5426 internal_count=2246 1999 247 is_linear=0 shrinkage=0.000871738 Tree=1131 num_leaves=4 num_cat=0 split_feature=4 31 3 split_gain=39.2939 24.4084 9.80603 threshold=0.28251000000000009 -1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040062077718711466 0.00030845014347586128 -0.0001238358125098327 -2.5374863232756026e-05 leaf_weight=9.4146993458271009 32.775279622524977 264.0159698408097 12.459396306425331 leaf_count=36 164 1963 83 internal_value=0 -0.000105751 0.00021653 internal_weight=0 273.431 45.2347 internal_count=2246 1999 247 is_linear=0 shrinkage=0.000320362 Tree=1132 num_leaves=4 num_cat=0 split_feature=484 12 49 split_gain=29.2552 28.2081 5.92241 threshold=-0.0048499999999999993 0.083325000000000024 -0.056179999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.551392207834957e-06 0.00012808205650889894 -7.5739853280236332e-05 -0.00037292505276576102 leaf_weight=5.2375020496547249 146.74193678423762 143.27358014881611 25.473890801891685 leaf_count=24 596 1312 337 internal_value=0 2.73915e-05 -0.000307903 internal_weight=0 290.016 30.7114 internal_count=2269 1908 361 is_linear=0 shrinkage=0.000326769 Tree=1133 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=29.5377 26.2856 21.4544 threshold=0.083325000000000024 0.15891500000000003 -0.44477499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026124041126912914 -0.00016820863808552611 9.7846019270539955e-05 7.0519849862315701e-05 leaf_weight=14.889772020280359 141.48316495679319 31.312851369380951 138.84325309097767 leaf_count=67 1462 128 612 internal_value=0 -0.000119991 3.83588e-05 internal_weight=0 172.796 153.733 internal_count=2269 1590 679 is_linear=0 shrinkage=0.000262808 Tree=1134 num_leaves=4 num_cat=0 split_feature=484 403 150 split_gain=24.4421 21.5116 8.57842 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.07536000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012062126666024992 -0.00059752286688316949 0.00019549752838495378 0.00021055643109035645 leaf_weight=21.667441768571738 40.509296018630266 223.12544691935182 5.3342305161058894 leaf_count=337 525 1383 24 internal_value=0 7.361e-05 -0.000926376 internal_weight=0 263.635 27.0017 internal_count=2269 1908 361 is_linear=0 shrinkage=0.00100135 Tree=1135 num_leaves=4 num_cat=0 split_feature=484 403 150 split_gain=23.6597 20.6602 8.78501 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.077585000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000927058942039188 -0.00045482459069343849 0.00014778901581047891 0.00019692203468068032 leaf_weight=21.489793883636597 40.220736801624298 223.04720250703394 5.1604365780949584 leaf_count=338 525 1383 23 internal_value=0 5.56985e-05 -0.000709431 internal_weight=0 263.268 26.6502 internal_count=2269 1908 361 is_linear=0 shrinkage=0.000774078 Tree=1136 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=23.7047 24.2217 7.22799 threshold=0.28251000000000009 0.041935000000000007 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029063424576751182 0.00083299603649569906 0.00047539962445339258 5.1776815435108217e-05 leaf_weight=205.05059470050037 29.982148338109255 42.658432818949223 15.310588013380764 leaf_count=1858 163 184 92 internal_value=0 -0.000158688 0.000569049 internal_weight=0 247.709 45.2927 internal_count=2297 2042 255 is_linear=0 shrinkage=0.000925095 Tree=1137 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=22.8466 23.1937 7.10095 threshold=0.28251000000000009 0.041935000000000007 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031430897833578832 0.00091338784865671911 0.00051410816802087227 5.5938304667059239e-05 leaf_weight=204.64951004367322 29.517450485378504 42.576692637056112 15.296199530363081 leaf_count=1858 163 184 92 internal_value=0 -0.000171612 0.000620864 internal_weight=0 247.226 44.8137 internal_count=2297 2042 255 is_linear=0 shrinkage=0.00102138 Tree=1138 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=31.6253 27.285 6.16365 threshold=0.28251000000000009 -0.24689499999999998 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026540019757011766 0.00027997526231743721 -8.5240581233991659e-05 5.7938543840753328e-05 leaf_weight=22.028765823692083 33.28349656239152 244.61954945884645 17.337408989667892 leaf_count=74 163 1968 92 internal_value=0 -5.6256e-05 0.000203979 internal_weight=0 266.648 50.6209 internal_count=2297 2042 255 is_linear=0 shrinkage=0.000301884 Tree=1139 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=33.0133 29.1273 5.82833 threshold=0.28251000000000009 0.041935000000000007 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8673629095436953e-05 0.00027507340930885084 0.00016063664072971857 6.6694918968879003e-05 leaf_weight=222.36044714506716 34.057593148201704 45.73219383880496 17.97468938678503 leaf_count=1858 163 184 92 internal_value=0 -5.44313e-05 0.000203139 internal_weight=0 268.093 52.0323 internal_count=2297 2042 255 is_linear=0 shrinkage=0.000295965 Tree=1140 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=26.8526 27.991 18.8022 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019238381618658619 -0.00029011034950712176 9.2634158355860672e-05 -0.00038562110704002214 leaf_weight=9.7870503664016706 28.905724449083209 245.4383647069335 34.263794273138046 leaf_count=52 341 1387 512 internal_value=0 5.22897e-05 -0.000257174 internal_weight=0 274.344 44.0508 internal_count=2292 1728 564 is_linear=0 shrinkage=0.000367995 Tree=1141 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=27.6235 29.3467 18.7792 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016273388633382987 -0.00025887049004651885 7.9618918174680705e-05 -0.00033751645268234739 leaf_weight=9.8648869395256025 29.389692757278681 247.70113126188517 34.943463809788227 leaf_count=52 341 1387 512 internal_value=0 4.37016e-05 -0.00022736 internal_weight=0 277.091 44.8084 internal_count=2292 1728 564 is_linear=0 shrinkage=0.000320362 Tree=1142 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=29.6964 27.8541 19.9728 threshold=0.080235000000000015 0.097665000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026957148868468161 -0.00012128204282292319 0.00038574568657370555 2.6429499703246074e-05 leaf_weight=52.674759943038225 156.02088178694248 11.954876974225042 101.40620095282793 leaf_count=217 1643 27 405 internal_value=0 -8.5157e-05 0.000109574 internal_weight=0 167.976 154.081 internal_count=2292 1670 622 is_linear=0 shrinkage=0.000320362 Tree=1143 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=27.0587 26.3674 15.0233 threshold=-1.0000000180025095e-35 -0.0048499999999999993 0.076210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002696004974464974 -0.00022258718946408521 6.979760867710123e-05 0.00022809914327270563 leaf_weight=38.748844392597675 28.973759275861084 248.9122731667012 5.8661411330103865 leaf_count=526 341 1387 38 internal_value=0 3.92989e-05 -0.000204092 internal_weight=0 277.886 44.615 internal_count=2292 1728 564 is_linear=0 shrinkage=0.000290162 Tree=1144 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=39.2524 33.261 19.0453 threshold=0.083325000000000024 -0.047749999999999994 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012903151291836291 0.0001479720936410802 -0.00017074920105256898 -0.00016806103643367869 leaf_weight=140.70090819522738 33.255901619791985 130.10760196484625 19.91862028837204 leaf_count=596 130 1497 88 internal_value=0 -0.000105857 9.21731e-05 internal_weight=0 163.364 160.62 internal_count=2311 1627 684 is_linear=0 shrinkage=0.000284472 Tree=1145 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=32.6633 25.8128 threshold=-0.24689499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.001292891596572928 -0.00032237857986841035 0.00068041498406479261 leaf_weight=24.091234002262354 227.71991960238665 43.818896319717169 leaf_count=120 1976 215 internal_value=0 -0.000160519 internal_weight=0 271.539 internal_count=2311 2191 is_linear=0 shrinkage=0.00119671 Tree=1146 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=31.6396 24.9563 threshold=-0.24689499999999998 0.083325000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00084654429707897987 0.00014011941928344872 -0.00033932158233946513 leaf_weight=23.735179115086794 133.0140721835196 137.76717505045235 leaf_count=120 586 1605 internal_value=0 -0.000103816 internal_weight=0 270.781 internal_count=2311 2191 is_linear=0 shrinkage=0.00078956 Tree=1147 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=36.2373 31.9222 18.0706 threshold=0.083325000000000024 -0.047749999999999994 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013864764578353661 0.00016164138829638609 -0.00018113724026299095 -0.00017770313620595206 leaf_weight=142.32639450579882 33.765339639037848 129.67888026870787 20.343148045241833 leaf_count=596 130 1497 88 internal_value=0 -0.000110313 9.90692e-05 internal_weight=0 163.444 162.67 internal_count=2311 1627 684 is_linear=0 shrinkage=0.00031408 Tree=1148 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=23.2115 19.4104 threshold=0.076175000000000007 -0.10998999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00077104354429515117 -0.001361474374600147 0.00010419193474188266 leaf_weight=24.706706414930522 11.114693354815243 257.66247716546059 leaf_count=210 74 2004 internal_value=0 2.75637e-05 internal_weight=0 282.369 internal_count=2288 2214 is_linear=0 shrinkage=0.000943597 Tree=1149 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=26.4479 29.9178 25.2447 threshold=0.10098000000000001 0.087885000000000019 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013907012657655776 0.00019656795324685862 -0.00015291482008588181 -0.00013035328495589665 leaf_weight=41.423726059496403 90.020048022270203 31.282615434378386 161.39587900415063 leaf_count=157 428 151 1552 internal_value=0 0.00010643 -7.53185e-05 internal_weight=0 121.303 202.82 internal_count=2288 579 1709 is_linear=0 shrinkage=0.000307922 Tree=1150 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=25.0128 31.2416 22.9385 threshold=0.10098000000000001 0.098995000000000014 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014140384442110779 0.00020187339251328884 -0.00021430383005314912 -0.00013788906472144509 leaf_weight=41.11704383045435 93.418186347931623 25.491886273026466 158.72123243659735 leaf_count=157 453 126 1552 internal_value=0 0.000112633 -8.04161e-05 internal_weight=0 118.91 199.838 internal_count=2288 579 1709 is_linear=0 shrinkage=0.000333305 Tree=1151 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=25.4747 30.9192 25.2441 threshold=0.10098000000000001 0.098995000000000014 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013061328983525781 0.00017324993292515788 -0.00017521721647719213 -0.00011773576868062377 leaf_weight=41.634636227041483 95.117087781429291 26.285770744085312 161.71820053085685 leaf_count=157 453 126 1552 internal_value=0 9.77852e-05 -6.68811e-05 internal_weight=0 121.403 203.353 internal_count=2288 579 1709 is_linear=0 shrinkage=0.000284472 Tree=1152 num_leaves=4 num_cat=0 split_feature=484 133 159 split_gain=21.4613 22.4647 2.91822 threshold=-0.0048499999999999993 0.15915500000000002 -0.092474999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016590593319245985 0.00019826677342464676 -0.0009989948562238169 -0.00093021576788522749 leaf_weight=5.2863730154931572 250.05229473114014 13.573115043342112 18.582271728664637 leaf_count=66 1676 192 281 internal_value=0 0.000136556 -0.000761206 internal_weight=0 263.625 23.8686 internal_count=2215 1868 347 is_linear=0 shrinkage=0.000906956 Tree=1153 num_leaves=4 num_cat=0 split_feature=484 133 151 split_gain=23.0294 23.914 2.89729 threshold=-0.0048499999999999993 0.15915500000000002 -0.064619999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2897891602116658e-05 7.196602530880145e-05 -0.00037819392334936033 -0.00035193346490270316 leaf_weight=5.7377054616808918 270.70770731568336 14.956792436540125 20.496655739843845 leaf_count=73 1676 192 274 internal_value=0 4.83729e-05 -0.000291003 internal_weight=0 285.664 26.2344 internal_count=2215 1868 347 is_linear=0 shrinkage=0.00034677 Tree=1154 num_leaves=4 num_cat=0 split_feature=484 133 159 split_gain=20.7088 21.7829 2.86699 threshold=-0.0048499999999999993 0.15915500000000002 -0.092474999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017268412849876804 0.00020547745496390273 -0.0010551229291456002 -0.00097739930001393351 leaf_weight=5.2896100813522962 250.42122279759496 13.357315961271523 18.380640640854836 leaf_count=66 1676 192 281 internal_value=0 0.000141571 -0.000797853 internal_weight=0 263.779 23.6703 internal_count=2215 1868 347 is_linear=0 shrinkage=0.000962469 Tree=1155 num_leaves=4 num_cat=0 split_feature=484 133 151 split_gain=19.9553 21.0971 2.87386 threshold=-0.0048499999999999993 0.15915500000000002 -0.064619999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011317753937459615 0.00015224244561040092 -0.0007959794021778811 -0.00073202016889679423 leaf_weight=5.1139854323118952 250.40697032865137 13.120719185099004 18.319718479178846 leaf_count=73 1676 192 274 internal_value=0 0.000104977 -0.000597171 internal_weight=0 263.528 23.4337 internal_count=2215 1868 347 is_linear=0 shrinkage=0.000729431 Tree=1156 num_leaves=4 num_cat=0 split_feature=13 3 4 split_gain=25.0585 26.6891 0.810341 threshold=-0.16392499999999996 -0.10106999999999998 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011165586187955538 0.00047142748165711367 -0.00031167000321521526 0.00075205128364583848 leaf_weight=14.158266916871073 65.111439771950245 200.21934626344591 13.858952309936283 leaf_count=50 299 1863 87 internal_value=0 -0.00011948 0.000936887 internal_weight=0 265.331 28.0172 internal_count=2299 2162 137 is_linear=0 shrinkage=0.00106264 Tree=1157 num_leaves=4 num_cat=0 split_feature=13 3 4 split_gain=24.1852 25.5255 0.79032 threshold=-0.16392499999999996 -0.10106999999999998 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010005042808168057 0.00041757867692487248 -0.00027625590347105756 0.00067267723542182038 leaf_weight=13.992164950817825 65.085776126012206 200.00601710844785 13.720687877386807 leaf_count=50 299 1863 87 internal_value=0 -0.000105887 0.000838771 internal_weight=0 265.092 27.7129 internal_count=2299 2162 137 is_linear=0 shrinkage=0.000962469 Tree=1158 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=23.3418 22.6472 threshold=-0.24689499999999998 -0.10106999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00096720030985501695 0.00041317014777569812 -0.00027216083477464592 leaf_weight=23.126101396977901 66.9388372823596 202.20936718769372 leaf_count=120 307 1872 internal_value=0 -0.000101698 internal_weight=0 269.148 internal_count=2299 2179 is_linear=0 shrinkage=0.00102138 Tree=1159 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=31.703 31.1481 26.0228 threshold=0.10114000000000002 -0.11372999999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014792978612975308 0.00018147223393137586 -0.00012510003763177222 -0.00010406726433192351 leaf_weight=38.897184789180756 90.054642360657454 158.35282955318689 32.44672416895628 leaf_count=146 432 1568 153 internal_value=0 -7.12502e-05 0.000105837 internal_weight=0 197.25 122.501 internal_count=2299 1714 585 is_linear=0 shrinkage=0.000273426 Tree=1160 num_leaves=4 num_cat=0 split_feature=1 51 12 split_gain=33.8824 20.0348 13.476 threshold=0.10508500000000001 -0.10593999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043694012579386157 0.00027916136858847256 -8.6293173762115111e-05 2.708117468528957e-05 leaf_weight=17.374548638239503 31.27923746779561 212.20991046726704 63.105838444083929 leaf_count=163 201 1625 281 internal_value=0 -0.000112864 0.00011066 internal_weight=0 229.584 94.3851 internal_count=2270 1788 482 is_linear=0 shrinkage=0.00031408 Tree=1161 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=23.5896 25.9831 threshold=0.082735000000000017 -0.10065499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00089408909411490981 -0.0014473945722723314 -6.5029669845955671e-05 leaf_weight=38.58584651350975 12.574324559420345 236.27410866040736 leaf_count=199 77 1994 internal_value=0 6.96677e-05 internal_weight=0 274.86 internal_count=2270 2193 is_linear=0 shrinkage=0.0010839 Tree=1162 num_leaves=4 num_cat=0 split_feature=1 51 47 split_gain=30.9731 22.2263 11.4446 threshold=0.10508500000000001 -0.10593999999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041832168399580578 0.00020737334127292567 -3.8503993277993127e-05 -2.5240351032302851e-05 leaf_weight=15.757822662591932 71.09513957425952 197.29678460210562 27.925920933485031 leaf_count=163 355 1625 127 internal_value=0 -6.66308e-05 0.000141779 internal_weight=0 213.055 99.0211 internal_count=2270 1788 482 is_linear=0 shrinkage=0.000307922 Tree=1163 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=22.5998 25.0384 threshold=0.082735000000000017 -0.10065499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081211776866398229 -0.001310856623722976 -5.90187120343111e-05 leaf_weight=38.441774655133486 12.538906492292879 236.59893431793898 leaf_count=199 77 1994 internal_value=0 6.27858e-05 internal_weight=0 275.041 internal_count=2270 2193 is_linear=0 shrinkage=0.00100135 Tree=1164 num_leaves=4 num_cat=0 split_feature=15 49 14 split_gain=22.7954 22.8613 2.76736 threshold=-0.24297999999999997 -0.036809999999999996 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043599231602687888 0.00033363991012022018 -0.00028463346580233243 0.0010002324361684839 leaf_weight=14.377327755093576 74.021892607212067 189.61332420725375 16.873031355440617 leaf_count=81 313 1775 113 internal_value=0 -0.000111027 0.000741068 internal_weight=0 263.635 31.2504 internal_count=2282 2088 194 is_linear=0 shrinkage=0.000943597 Tree=1165 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=22.0505 22.8261 2.76964 threshold=-0.24297999999999997 -0.12851999999999997 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045540629002474147 0.00036363228143008141 -0.00029700448699362887 0.0010581780051821788 leaf_weight=14.280700728297235 72.302138317376375 190.77478867117316 16.549368023872375 leaf_count=81 279 1809 113 internal_value=0 -0.000115427 0.000779425 internal_weight=0 263.077 30.8301 internal_count=2282 2088 194 is_linear=0 shrinkage=0.00100135 Tree=1166 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=30.1054 31.7618 15.4188 threshold=0.083325000000000024 -0.17035999999999998 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001346023215532261 0.00018214716881330087 -0.00018981023138615934 -0.0002104135243101945 leaf_weight=143.83761208876967 33.726223833858967 124.18213720060885 16.693064054474235 leaf_count=587 145 1462 88 internal_value=0 -0.000110355 9.87045e-05 internal_weight=0 157.908 160.531 internal_count=2282 1607 675 is_linear=0 shrinkage=0.000339971 Tree=1167 num_leaves=4 num_cat=0 split_feature=52 1 1 split_gain=21.6267 25.0317 1.25862 threshold=-0.41304999999999997 1.0000000180025095e-35 0.082880000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065827658415509112 -0.00038467497923667297 0.00026195861940758367 -0.0012061322137981822 leaf_weight=6.233876975253227 88.867247686721385 184.86478589475155 13.471705922856925 leaf_count=106 1060 999 117 internal_value=0 5.20165e-05 -0.00103362 internal_weight=0 273.732 19.7056 internal_count=2282 2059 223 is_linear=0 shrinkage=0.00100135 Tree=1168 num_leaves=4 num_cat=0 split_feature=1 47 158 split_gain=39.5836 23.733 21.5173 threshold=0.10114000000000002 0.087885000000000019 0.077000000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2425967651322304e-05 0.00019099076650060456 -0.00010922203374048064 -0.00035641583662792992 leaf_weight=179.53727606497705 92.708147127181292 27.654129322618246 21.035019842907786 leaf_count=1522 437 135 204 internal_value=0 0.000122008 -8.43378e-05 internal_weight=0 120.362 200.572 internal_count=2298 572 1726 is_linear=0 shrinkage=0.000284472 Tree=1169 num_leaves=4 num_cat=0 split_feature=1 47 158 split_gain=25.6496 22.3398 21.7922 threshold=0.10114000000000002 0.087885000000000019 0.077000000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012449829792055654 0.00055961321400993785 -0.00041323497882866391 -0.0011444388340447525 leaf_weight=164.79536062292755 81.345638196915388 25.486165296286345 19.225525768473744 leaf_count=1522 437 135 204 internal_value=0 0.000327495 -0.000231164 internal_weight=0 106.832 184.021 internal_count=2298 572 1726 is_linear=0 shrinkage=0.000906956 Tree=1170 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=37.6767 23.0109 22.9433 threshold=0.10114000000000002 0.091150000000000023 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011488413807794908 0.00017586731490193001 0.00015126843142784498 -0.00010163303072345784 leaf_weight=172.72940965276212 91.875101055949926 26.972851946949959 27.898832518607378 leaf_count=1570 437 156 135 internal_value=0 -7.89251e-05 0.000111224 internal_weight=0 199.702 119.774 internal_count=2298 1726 572 is_linear=0 shrinkage=0.000268065 Tree=1171 num_leaves=4 num_cat=0 split_feature=1 47 48 split_gain=39.1228 22.778 21.8568 threshold=0.10114000000000002 0.087885000000000019 0.091150000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012333973386457838 0.00019141740100925606 -0.00010605488343133786 0.00015422032965906448 leaf_weight=175.88163210824132 93.349147267639637 28.209646191447973 27.623191330581903 leaf_count=1570 437 135 156 internal_value=0 0.000122378 -8.56536e-05 internal_weight=0 121.559 203.505 internal_count=2298 572 1726 is_linear=0 shrinkage=0.000290162 Tree=1172 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=24.7937 28.987 14.7991 threshold=0.083325000000000024 -0.17035999999999998 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003368884409768653 0.00052110141051067054 -0.0005334157103049084 -0.00063752249633181718 leaf_weight=136.46094905585051 29.34494561702013 110.75858926121145 15.431089913472531 leaf_count=587 133 1463 93 internal_value=0 -0.000312504 0.000237828 internal_weight=0 140.104 151.892 internal_count=2276 1596 680 is_linear=0 shrinkage=0.000943597 Tree=1173 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=23.8113 27.8788 14.1749 threshold=0.083325000000000024 -0.17035999999999998 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026558416331044874 0.00041034213344984661 -0.00042254911826553466 -0.00050202639564855952 leaf_weight=136.09843309223652 29.300121957436204 109.93865769915283 15.407458778470753 leaf_count=587 133 1463 93 internal_value=0 -0.000247251 0.000187468 internal_weight=0 139.239 151.506 internal_count=2276 1596 680 is_linear=0 shrinkage=0.0007589 Tree=1174 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=22.866 26.8106 13.5765 threshold=0.083325000000000024 -0.17035999999999998 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028177271836019393 0.00043486481304250439 -0.00045044357918126081 -0.00053203959907426805 leaf_weight=135.74363811686635 29.256586534902453 109.13741458486766 15.384432554244993 leaf_count=587 133 1463 93 internal_value=0 -0.000263255 0.000198872 internal_weight=0 138.394 151.128 internal_count=2276 1596 680 is_linear=0 shrinkage=0.000821458 Tree=1175 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=32.3016 29.4918 13.9592 threshold=0.083325000000000024 -0.17035999999999998 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011366287437144708 0.00015091107546168567 -0.00017311710692211458 -0.00017509159417421942 leaf_weight=144.9579044058919 30.98516833409667 119.23108134232461 16.298373911529779 leaf_count=587 133 1463 93 internal_value=0 -0.000106269 8.44608e-05 internal_weight=0 150.216 161.256 internal_count=2276 1596 680 is_linear=0 shrinkage=0.000295965 Tree=1176 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=20.8757 25.2069 threshold=-0.24689499999999998 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00090045292689869196 0.00043366431277083056 -0.00022707562824632587 leaf_weight=22.056933775544167 69.576497927308083 196.69942475296557 leaf_count=119 318 1851 internal_value=0 -5.4409e-05 internal_weight=0 266.276 internal_count=2288 2169 is_linear=0 shrinkage=0.000943597 Tree=1177 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=20.2005 24.1081 threshold=-0.24689499999999998 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0008569607396289703 0.00040776158504324353 -0.00021355425170698227 leaf_weight=21.780082058161497 69.528666093945503 196.52536047063768 leaf_count=119 318 1851 internal_value=0 -5.11664e-05 internal_weight=0 266.054 internal_count=2288 2169 is_linear=0 shrinkage=0.000906956 Tree=1178 num_leaves=3 num_cat=0 split_feature=14 128 split_gain=20.0021 17.8099 threshold=0.076175000000000007 0.086950000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012908080148948394 -0.0012647455104300655 -0.0011945323550712483 leaf_weight=264.2169167259708 12.100647561252115 11.029465298168359 leaf_count=2064 78 146 internal_value=0 7.59628e-05 internal_weight=0 275.246 internal_count=2288 2210 is_linear=0 shrinkage=0.00102138 Tree=1179 num_leaves=4 num_cat=0 split_feature=15 13 15 split_gain=25.5151 25.5283 1.35341 threshold=-0.30139999999999995 -0.24689499999999998 -0.49307999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003582471513869046 0.00030247968276441958 -5.0409047078764821e-05 0.00022328394550434949 leaf_weight=11.65840917080641 21.884868796914816 263.37570950761437 20.239088516682386 leaf_count=71 86 2023 108 internal_value=0 -2.33174e-05 0.000272797 internal_weight=0 285.261 31.8975 internal_count=2288 2109 179 is_linear=0 shrinkage=0.00031408 Tree=1180 num_leaves=4 num_cat=0 split_feature=1 2 39 split_gain=29.3059 21.0387 18.3497 threshold=0.10114000000000002 0.08826500000000001 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019574324177891361 3.8946174371686431e-05 7.6843537009775063e-06 0.00031347748865893227 leaf_weight=83.409527938812971 79.025660511106253 114.16473041381687 32.596062127500772 leaf_count=901 391 841 165 internal_value=0 -7.82069e-05 0.000119155 internal_weight=0 197.574 111.622 internal_count=2298 1742 556 is_linear=0 shrinkage=0.000307922 Tree=1181 num_leaves=4 num_cat=0 split_feature=1 2 39 split_gain=32.3128 22.4572 19.2684 threshold=0.10114000000000002 0.08826500000000001 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021898585569424869 4.3350276694288402e-05 6.2108588327384516e-06 0.00034022850246056229 leaf_weight=85.105282256379724 81.423159446567297 116.54662733897567 34.595570154488087 leaf_count=901 391 841 165 internal_value=0 -8.8843e-05 0.000131918 internal_weight=0 201.652 116.019 internal_count=2298 1742 556 is_linear=0 shrinkage=0.000333305 Tree=1182 num_leaves=4 num_cat=0 split_feature=160 1 12 split_gain=20.3169 18.1828 1.69244 threshold=-0.25833999999999996 0.10114000000000002 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015374696988207318 -0.00013683650505551861 0.00034419536331785035 -0.00085574748316983847 leaf_weight=4.1203294433653346 170.73077549785376 97.643219374120235 9.9513323036953789 leaf_count=25 1558 539 176 internal_value=0 3.81906e-05 -0.00105718 internal_weight=0 268.374 14.0717 internal_count=2298 2097 201 is_linear=0 shrinkage=0.000889172 Tree=1183 num_leaves=4 num_cat=0 split_feature=160 147 12 split_gain=19.6995 17.9627 1.62831 threshold=-0.25833999999999996 0.089365000000000014 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014347752889830828 -2.7338321413240283e-05 0.00078744973410004168 -0.00080032550630982301 leaf_weight=4.0680408515036097 247.23463347088546 20.55740100517869 9.803663735277949 leaf_count=25 2013 84 176 internal_value=0 3.52616e-05 -0.000988102 internal_weight=0 267.792 13.8717 internal_count=2298 2097 201 is_linear=0 shrinkage=0.000837887 Tree=1184 num_leaves=4 num_cat=0 split_feature=484 52 49 split_gain=17.9803 17.985 9.25311 threshold=-0.0048499999999999993 -0.54533999999999982 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034630311194478548 -0.0010888705653583797 0.00015222329067305867 -0.0009947646020841154 leaf_weight=5.6016693282872465 10.401917057111858 243.07426710147411 20.418952330946922 leaf_count=25 104 1757 336 internal_value=0 0.000101214 -0.00070602 internal_weight=0 253.476 26.0206 internal_count=2222 1861 361 is_linear=0 shrinkage=0.000925095 Tree=1185 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=21.8193 22.4921 3.85239 threshold=1.0000000180025095e-35 -0.49071999999999993 0.098950000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034577267239365713 9.5457457593189419e-05 -8.2003389796848248e-08 0.00028953068181128443 leaf_weight=18.424064494669437 15.049153253436087 245.17213855776936 24.584490813314915 leaf_count=112 43 1920 147 internal_value=0 -2.42674e-05 0.000215921 internal_weight=0 263.596 39.6336 internal_count=2222 2032 190 is_linear=0 shrinkage=0.000301884 Tree=1186 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=22.7146 22.585 3.63902 threshold=0.12500000000000003 0.083325000000000024 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8140041680798442e-05 0.00031482590410775613 -0.00010580808777121335 0.00011959310355945052 leaf_weight=130.79099571332335 20.848217502236366 141.70442201010883 14.984442397952078 leaf_count=501 102 1529 90 internal_value=0 -2.23184e-05 0.000233291 internal_weight=0 272.495 35.8327 internal_count=2222 2030 192 is_linear=0 shrinkage=0.000301884 Tree=1187 num_leaves=3 num_cat=0 split_feature=472 1429 split_gain=17.4934 18.6606 threshold=-1.0000000180025095e-35 0.084690000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011360667827553228 6.0307671898633242e-06 0.00097166469535213266 leaf_weight=10.266251090914009 252.11322241928428 17.592532677575946 leaf_count=118 2019 85 internal_value=0 6.9082e-05 internal_weight=0 269.706 internal_count=2222 2104 is_linear=0 shrinkage=0.000906956 Tree=1188 num_leaves=4 num_cat=0 split_feature=39 457 1 split_gain=25.4051 29.6617 15.4042 threshold=0.0095750000000000019 0.080930000000000016 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.630713001460127e-05 -5.0481453890468173e-05 0.00019053847162260097 0.00028449128179933121 leaf_weight=219.83239139430225 18.258608341217041 41.990527264773846 39.691932532936335 leaf_count=1875 64 148 189 internal_value=0 -4.18966e-05 0.000178969 internal_weight=0 261.823 57.9505 internal_count=2276 2023 253 is_linear=0 shrinkage=0.000301884 Tree=1189 num_leaves=4 num_cat=0 split_feature=457 376 1 split_gain=20.5808 22.3076 11.0563 threshold=0.080930000000000016 1.0000000180025095e-35 0.089910000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002162771532975128 1.9530922119300664e-05 0.00086820351052178122 0.0010038290427905252 leaf_weight=222.75597123987973 19.455243803560734 20.775256928056479 27.768115997314453 leaf_count=1990 89 93 104 internal_value=0 -0.000123701 0.000598486 internal_weight=0 243.531 47.2234 internal_count=2276 2083 193 is_linear=0 shrinkage=0.00100135 Tree=1190 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=22.9568 28.2301 12.1509 threshold=0.080930000000000016 0.0095750000000000019 0.089910000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5267945062727222e-05 2.9723103939035764e-06 0.0001782901113112286 0.00031293505987504446 leaf_weight=216.45744825527072 19.955949615687132 46.859726972877979 30.028262097388506 leaf_count=1875 89 208 104 internal_value=0 -3.83558e-05 0.000189232 internal_weight=0 263.317 49.9842 internal_count=2276 2083 193 is_linear=0 shrinkage=0.000307922 Tree=1191 num_leaves=4 num_cat=0 split_feature=39 457 1 split_gain=24.881 28.3105 18.2533 threshold=0.0095750000000000019 0.080930000000000016 0.094435000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011409289972191113 -0.00013295140591669635 0.00013566061680367008 0.00023126776295671536 leaf_weight=224.60163585282862 14.171679988503454 39.952775146812201 37.410195767879486 leaf_count=1875 54 148 199 internal_value=0 -7.63683e-05 0.000131189 internal_weight=0 264.554 51.5819 internal_count=2276 2023 253 is_linear=0 shrinkage=0.000273426 Tree=1192 num_leaves=4 num_cat=0 split_feature=1 52 47 split_gain=27.2418 19.7866 13.584 threshold=0.10491000000000002 0.18829500000000002 0.11518500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.541760430273964e-05 0.00018878246776044897 -0.00040064991954986539 -0.00011652406075610311 leaf_weight=196.33281374257058 79.721417980268598 15.130836954340337 16.700431320816278 leaf_count=1575 402 210 81 internal_value=0 -6.15848e-05 0.00013589 internal_weight=0 211.464 96.4218 internal_count=2268 1785 483 is_linear=0 shrinkage=0.000307922 Tree=1193 num_leaves=4 num_cat=0 split_feature=52 1 1 split_gain=26.9076 25.0424 4.40251 threshold=0.18829500000000002 0.10335000000000001 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8964501809086473e-05 -0.00042946655017337489 0.00016752930411216994 -0.00013284789377056381 leaf_weight=190.68271349929273 16.046869123354558 93.419086743146181 8.0395538210868818 leaf_count=1552 210 467 39 internal_value=0 2.8942e-05 -0.000330645 internal_weight=0 284.102 24.0864 internal_count=2268 2019 249 is_linear=0 shrinkage=0.000326769 Tree=1194 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=27.0494 23.4518 6.47864 threshold=0.28251000000000009 -0.026779999999999995 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011616477236014411 6.3578273293422188e-05 -9.5465303997658001e-05 0.0003087757781632926 leaf_weight=70.718913473188877 16.499664627015591 191.45276499167085 29.922584127634764 leaf_count=279 65 1756 168 internal_value=0 -3.83753e-05 0.000221688 internal_weight=0 262.172 46.4222 internal_count=2268 2035 233 is_linear=0 shrinkage=0.00031408 Tree=1195 num_leaves=4 num_cat=0 split_feature=52 4 1 split_gain=22.366 20.0863 4.70005 threshold=0.18829500000000002 0.15891500000000003 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4057203694495326e-05 -0.0013469792871952802 0.00062325510667889388 -0.0003474474288885755 leaf_weight=205.31762750819325 14.009873096831145 56.561377849429846 7.5743135698139659 leaf_count=1719 210 300 39 internal_value=0 8.44251e-05 -0.000996841 internal_weight=0 261.879 21.5842 internal_count=2268 2019 249 is_linear=0 shrinkage=0.00102138 Tree=1196 num_leaves=4 num_cat=0 split_feature=123 1 376 split_gain=21.9493 20.6145 4.2053 threshold=1.0000000180025095e-35 0.13130500000000003 0.049360000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1172501590911537e-05 0.000101340205555159 0.00025439183246969829 0.00030841806418046213 leaf_weight=250.38343747518957 16.35283100232482 23.835473634302616 23.761973429471254 leaf_count=1938 84 122 102 internal_value=0 -2.45966e-05 0.000224091 internal_weight=0 274.219 40.1148 internal_count=2246 2060 186 is_linear=0 shrinkage=0.00031408 Tree=1197 num_leaves=4 num_cat=0 split_feature=123 3 376 split_gain=22.4099 20.6852 4.30402 threshold=1.0000000180025095e-35 0.15015500000000001 0.049360000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3651920229061495e-05 0.00010655548816077001 0.00028948560057443179 0.00032878406883226556 leaf_weight=254.49272754695266 16.289418779313564 21.118662063032389 23.942190323024988 leaf_count=1950 84 110 102 internal_value=0 -2.73409e-05 0.000238899 internal_weight=0 275.611 40.2316 internal_count=2246 2060 186 is_linear=0 shrinkage=0.000333305 Tree=1198 num_leaves=3 num_cat=0 split_feature=41 128 split_gain=22.0279 18.9388 threshold=0.083035000000000012 0.086435000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014911914433357991 -0.0012718472402330401 -0.0012644455895157313 leaf_weight=264.51257229410112 14.036762349307535 11.135071979835628 leaf_count=2020 84 142 internal_value=0 9.19331e-05 internal_weight=0 275.648 internal_count=2246 2162 is_linear=0 shrinkage=0.00106264 Tree=1199 num_leaves=3 num_cat=0 split_feature=41 43 split_gain=21.1012 18.8687 threshold=0.083035000000000012 -0.083134999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00051188372210866104 -0.0011980699246187619 -8.1476979867790196e-05 leaf_weight=77.949082663282752 14.002062126994131 197.59050783794373 leaf_count=559 84 1603 internal_value=0 8.64063e-05 internal_weight=0 275.54 internal_count=2246 2162 is_linear=0 shrinkage=0.00102138 Tree=1200 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=32.7937 26.9792 20.338 threshold=0.10098000000000001 0.092475000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013942997064193363 0.00018963661867165405 0.00021043893114223815 -0.00011160592560148169 leaf_weight=167.59782636817545 89.874711666256189 24.965283259749413 29.305018749088049 leaf_count=1550 440 140 146 internal_value=0 -9.40541e-05 0.000115558 internal_weight=0 192.563 119.18 internal_count=2276 1690 586 is_linear=0 shrinkage=0.00031408 Tree=1201 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=36.255 27.0714 20.9881 threshold=0.10098000000000001 0.092475000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014181280608496939 0.00019608281685137586 0.00020862160332178273 -0.00010838964775132911 leaf_weight=169.00286065414548 91.905189141631126 24.939701406285167 29.487419579178095 leaf_count=1550 440 140 146 internal_value=0 -9.67332e-05 0.000122118 internal_weight=0 193.943 121.393 internal_count=2276 1690 586 is_linear=0 shrinkage=0.00031408 Tree=1202 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=34.2462 25.0549 21.9227 threshold=0.10098000000000001 0.092475000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001661041059532522 0.0001473844243974511 0.00014126380082368594 -0.00014641883457914865 leaf_weight=177.50207310169935 83.571117352694273 25.525945801287889 28.715408753603697 leaf_count=1550 440 140 146 internal_value=0 -0.00012745 7.2237e-05 internal_weight=0 203.028 112.287 internal_count=2276 1690 586 is_linear=0 shrinkage=0.000290162 Tree=1203 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=34.5776 26.5427 21.4187 threshold=0.10098000000000001 0.092475000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012892828035965208 0.0001730435260345817 0.00018330491198704967 -0.00010529648189242317 leaf_weight=169.53341641649604 91.656427051872015 25.306302959099412 29.58118986338377 leaf_count=1550 440 140 146 internal_value=0 -8.83606e-05 0.000105124 internal_weight=0 194.84 121.238 internal_count=2276 1690 586 is_linear=0 shrinkage=0.000284472 Tree=1204 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=20.7329 19.4254 threshold=0.083035000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098507399857834213 -0.0010870546329603485 0.00012910987640002441 leaf_weight=12.950131657533346 12.603427831083534 268.54797490313649 leaf_count=116 78 2061 internal_value=0 7.77893e-05 internal_weight=0 281.498 internal_count=2255 2177 is_linear=0 shrinkage=0.000889172 Tree=1205 num_leaves=4 num_cat=0 split_feature=130 1429 40 split_gain=20.2444 19.2357 2.40369 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00097414797676210151 -0.00026430552725078768 0.00014183236928075815 -0.0010105756173411408 leaf_weight=12.790739655494688 4.414874069392682 261.44789480045438 15.26209416333586 leaf_count=115 22 1837 281 internal_value=0 8.97178e-05 -0.000843555 internal_weight=0 274.239 19.677 internal_count=2255 1952 303 is_linear=0 shrinkage=0.000889172 Tree=1206 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=29.4102 27.014 13.4379 threshold=0.10384000000000002 -0.10106999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016024821573742753 0.00033112068013222063 -0.00013960068166809993 6.8506220972732555e-05 leaf_weight=49.038130167871714 36.700216095894575 160.80413498915732 72.562860827893019 leaf_count=214 205 1528 308 internal_value=0 -6.95207e-05 0.000156758 internal_weight=0 209.842 109.263 internal_count=2255 1742 513 is_linear=0 shrinkage=0.000353706 Tree=1207 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=19.8475 19.1593 threshold=0.083035000000000012 0.0095750000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2141906930583186e-05 -0.0013264804752409652 0.00070667307628689748 leaf_weight=230.37695831432939 12.547773927450178 50.992836512625217 leaf_count=1929 78 248 internal_value=0 9.36051e-05 internal_weight=0 281.37 internal_count=2255 2177 is_linear=0 shrinkage=0.00110557 Tree=1208 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=28.5728 25.6639 1.79196 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.085604999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014817980951933819 -0.00024811142776354412 6.7326351539425932e-05 -0.00036320346202331439 leaf_weight=5.0075505804270533 29.392282132059336 264.82962675206363 20.057425409555435 leaf_count=75 350 1559 286 internal_value=0 3.58006e-05 -0.000320391 internal_weight=0 294.222 25.065 internal_count=2270 1909 361 is_linear=0 shrinkage=0.000320362 Tree=1209 num_leaves=4 num_cat=0 split_feature=1213 484 402 split_gain=24.3432 21.1669 1.72409 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.095444999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041996502529123087 -0.00072553126539674133 0.0002014327098015808 -0.0010972495845749037 leaf_weight=4.6023281253874329 26.264104376547039 245.49380881339312 17.584665715694427 leaf_count=56 350 1559 305 internal_value=0 0.000111801 -0.00095724 internal_weight=0 271.758 22.187 internal_count=2270 1909 361 is_linear=0 shrinkage=0.000981718 Tree=1210 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=23.6302 20.3924 2.1359 threshold=-1.0000000180025095e-35 -0.082179999999999989 -0.087094999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033401497648180876 -0.00088499369784470362 0.0001974751626012491 -0.001168220291029333 leaf_weight=4.127329150214794 20.406527747400105 251.1347289821133 17.676341006532311 leaf_count=68 285 1624 293 internal_value=0 0.00011607 -0.00101074 internal_weight=0 271.541 21.8037 internal_count=2270 1909 361 is_linear=0 shrinkage=0.00104181 Tree=1211 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=27.799 24.8032 17.8419 threshold=0.045590000000000006 0.16382000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025523961546155015 -0.00013466361750650262 0.00017482316412469352 2.6352977145707428e-05 leaf_weight=52.37542737647891 139.75624152179807 31.240159388631582 93.647759895771742 leaf_count=208 1551 122 389 internal_value=0 -7.81088e-05 0.000108472 internal_weight=0 170.996 146.023 internal_count=2270 1673 597 is_linear=0 shrinkage=0.00031408 Tree=1212 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=27.0327 23.6693 4.06254 threshold=1.0000000180025095e-35 -0.10106999999999998 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010812880964051997 0.00012611025225768292 -0.00011274688606445664 0.00033005535912419192 leaf_weight=70.108316425234079 21.033889643847942 198.2763803685084 20.742021206766367 leaf_count=307 100 1742 98 internal_value=0 -5.50454e-05 0.000227475 internal_weight=0 268.385 41.7759 internal_count=2247 2049 198 is_linear=0 shrinkage=0.000326769 Tree=1213 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=21.3919 21.0785 4.38661 threshold=1.0000000180025095e-35 -0.10106999999999998 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028602208193503323 0.00027823919579949999 -0.00031124486039062031 0.00089956867696814962 leaf_weight=66.428450992330909 18.984334409236908 180.9976648427546 18.439729835838079 leaf_count=307 100 1742 98 internal_value=0 -0.000150882 0.000584686 internal_weight=0 247.426 37.4241 internal_count=2247 2049 198 is_linear=0 shrinkage=0.000906956 Tree=1214 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=20.6126 20.1729 4.34463 threshold=1.0000000180025095e-35 -0.10106999999999998 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030272751184976383 0.0002956428477381287 -0.00032993700602825497 0.00096855401713777779 leaf_weight=66.413239991292357 18.907047014683485 180.67698695324361 18.125972960144281 leaf_count=307 100 1742 98 internal_value=0 -0.000159878 0.000625332 internal_weight=0 247.09 37.033 internal_count=2247 2049 198 is_linear=0 shrinkage=0.000981718 Tree=1215 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=25.6291 31.7224 4.99166 threshold=0.28251000000000009 0.083570000000000019 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012660363618047783 0.00025239677433859238 9.7948770624375854e-05 4.2540017319367135e-05 leaf_weight=174.83130177855492 33.067463893443346 85.289432913064957 15.031048480421303 leaf_count=1596 159 404 88 internal_value=0 -5.29747e-05 0.000186858 internal_weight=0 260.121 48.0985 internal_count=2247 2000 247 is_linear=0 shrinkage=0.000301884 Tree=1216 num_leaves=4 num_cat=0 split_feature=4 43 150 split_gain=24.0322 27.2641 4.91308 threshold=0.27190000000000009 -0.083944999999999978 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039080223426431399 0.00044075309677741627 -0.00030199304851797704 0.0010987485541167192 leaf_weight=72.804069269448519 31.873078100383282 165.55003932584077 14.809842001646755 leaf_count=512 197 1495 64 internal_value=0 -9.03678e-05 0.000649862 internal_weight=0 238.354 46.6829 internal_count=2268 2007 261 is_linear=0 shrinkage=0.000943597 Tree=1217 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=33.3283 25.4881 3.87869 threshold=0.28251000000000009 1.0000000180025095e-35 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1717022377700474e-05 0.00040139274283597457 0.00051098754531145817 0.00019818681744368047 leaf_weight=248.73962129931897 17.594952560961246 9.6903252229094488 31.731943465769291 leaf_count=2003 61 22 182 internal_value=0 -4.02062e-05 0.000270798 internal_weight=0 258.43 49.3269 internal_count=2268 2025 243 is_linear=0 shrinkage=0.00034677 Tree=1218 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=35.2981 25.9299 3.68279 threshold=0.28251000000000009 1.0000000180025095e-35 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0211475876765406e-05 0.00037770864541176129 0.00048014691653936045 0.00019293907717281969 leaf_weight=252.88329320400953 17.701019696891308 9.8328390493988973 33.197817750275135 leaf_count=2003 61 22 182 internal_value=0 -3.99537e-05 0.000257314 internal_weight=0 262.716 50.8988 internal_count=2268 2025 243 is_linear=0 shrinkage=0.000326769 Tree=1219 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=33.781 25.6802 3.86744 threshold=0.28251000000000009 1.0000000180025095e-35 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4321908381828726e-05 0.00029300229366463812 0.00037184043395379609 0.00014600197228300523 leaf_weight=248.86364244297147 17.769955322146416 9.8161739036440832 32.149995822459459 leaf_count=2003 61 22 182 internal_value=0 -2.85034e-05 0.000198422 internal_weight=0 258.68 49.92 internal_count=2268 2025 243 is_linear=0 shrinkage=0.000252603 Tree=1220 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=26.0436 25.6371 23.3036 threshold=0.089790000000000023 -0.10075499999999998 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001217314263090558 0.00025898921209625364 -0.00016441506468600897 1.0098162042872641e-05 leaf_weight=36.428721379488707 45.030544031411409 110.82573403045535 122.71737057156861 leaf_count=165 232 1271 613 internal_value=0 -9.36198e-05 7.69328e-05 internal_weight=0 147.254 167.748 internal_count=2281 1436 845 is_linear=0 shrinkage=0.000295965 Tree=1221 num_leaves=4 num_cat=0 split_feature=155 1 1 split_gain=19.405 20.0803 0.776422 threshold=0.083555000000000004 0.094695000000000015 0.10396500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017450948730278384 -0.0012355833524242735 0.00036140852620242833 -0.00079793956890324591 leaf_weight=157.8091976782307 9.2426015548408049 117.56436802633107 7.0715834572911254 leaf_count=1519 107 598 57 internal_value=0 5.42975e-05 -0.00104704 internal_weight=0 275.374 16.3142 internal_count=2281 2117 164 is_linear=0 shrinkage=0.000981718 Tree=1222 num_leaves=4 num_cat=0 split_feature=155 1 1 split_gain=18.7981 19.2567 0.806318 threshold=0.083555000000000004 0.094695000000000015 0.10398500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014584638918209119 -0.0010494297129134994 0.00030273748437950431 -0.0006660315144468293 leaf_weight=157.54763225652277 9.1824354045093077 117.10503616183996 6.9106185883283606 leaf_count=1519 108 598 56 internal_value=0 4.54263e-05 -0.000885777 internal_weight=0 274.653 16.0931 internal_count=2281 2117 164 is_linear=0 shrinkage=0.000837887 Tree=1223 num_leaves=4 num_cat=0 split_feature=130 4 13 split_gain=18.2674 19.9248 2.67439 threshold=1.0000000180025095e-35 -0.49071999999999993 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087757014609780718 -0.0011508474751422534 0.00012772609682124315 -0.00043616667953496832 leaf_weight=18.854391578584909 12.308772710151972 251.10742172412574 7.5531903821974984 leaf_count=122 206 1850 103 internal_value=0 5.74582e-05 -0.000879746 internal_weight=0 269.962 19.862 internal_count=2281 1972 309 is_linear=0 shrinkage=0.000943597 Tree=1224 num_leaves=4 num_cat=0 split_feature=484 403 160 split_gain=19.8569 18.3727 8.48322 threshold=-0.0048499999999999993 -0.092224999999999988 0.31534500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012131396517591935 -0.001056354804730882 0.00019724291699087506 0.00035450142099750917 leaf_weight=21.592277459800247 15.826328756287692 240.88651842903346 5.4994443282484999 leaf_count=315 238 1668 46 internal_value=0 0.000119886 -0.000894893 internal_weight=0 256.713 27.0917 internal_count=2267 1906 361 is_linear=0 shrinkage=0.00112769 Tree=1225 num_leaves=4 num_cat=0 split_feature=1456 1456 15 split_gain=19.2963 20.0934 1.75203 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.08755499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059104520746440189 0.00015698153511249269 -0.0012368331475343572 -0.0013776590552488531 leaf_weight=4.8219393054023376 254.71079401299357 12.740877402015029 11.034173063002525 leaf_count=59 1859 189 160 internal_value=0 9.04994e-05 -0.00113944 internal_weight=0 267.452 15.8561 internal_count=2267 2048 219 is_linear=0 shrinkage=0.0010839 Tree=1226 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=23.0707 30.265 threshold=-1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029491278377344132 -0.00015239974378158263 5.9560468335320278e-05 leaf_weight=24.910216927528381 106.57265801168978 176.45198680460453 leaf_count=118 1044 1105 internal_value=0 -2.02578e-05 internal_weight=0 283.025 internal_count=2267 2149 is_linear=0 shrinkage=0.00031408 Tree=1227 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=22.8515 30.1104 threshold=-1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028315406289433382 -0.00014505218593497806 5.8091741629480555e-05 leaf_weight=24.869955644011497 106.77136618830264 176.20637875050306 leaf_count=118 1044 1105 internal_value=0 -1.85618e-05 internal_weight=0 282.978 internal_count=2267 2149 is_linear=0 shrinkage=0.000301884 Tree=1228 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=25.3148 31.7471 8.99847 threshold=-0.036809999999999996 -0.39235499999999995 0.093260000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1044967424042683e-05 0.00025176609132051127 -9.8192632886876598e-05 0.0002263802658225894 leaf_weight=29.520708110183477 27.860568027943373 207.57989376503974 48.834514275193214 leaf_count=122 162 1795 185 internal_value=0 -5.67636e-05 0.000145274 internal_weight=0 235.44 78.3552 internal_count=2264 1957 307 is_linear=0 shrinkage=0.000307922 Tree=1229 num_leaves=4 num_cat=0 split_feature=124 457 133 split_gain=24.6147 26.5787 6.1587 threshold=-0.043384999999999993 0.080930000000000016 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011170033875590258 -8.9622945434915161e-05 0.00021137514218381431 0.00037253510487346214 leaf_weight=22.153519880026579 227.75001322478056 39.818891283124685 19.84737653657794 leaf_count=102 1925 149 88 internal_value=0 -4.48173e-05 0.00023507 internal_weight=0 267.569 42.0009 internal_count=2264 2074 190 is_linear=0 shrinkage=0.000339971 Tree=1230 num_leaves=4 num_cat=0 split_feature=49 15 457 split_gain=20.5167 25.8153 8.9351 threshold=-0.036809999999999996 0.09167500000000002 0.088350000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019285446174713825 -5.1839372053325624e-05 -0.0010501376360007462 0.00088679981187920608 leaf_weight=51.91173318400979 192.09689452406019 22.90516272932291 20.437709312886 leaf_count=237 1630 327 70 internal_value=0 -0.000158276 0.000389067 internal_weight=0 215.002 72.3494 internal_count=2264 1957 307 is_linear=0 shrinkage=0.000889172 Tree=1231 num_leaves=4 num_cat=0 split_feature=124 457 133 split_gain=18.7398 22.9406 6.56302 threshold=-0.043384999999999993 0.080930000000000016 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024947989057449223 -0.0002557833090212618 0.00060816638007983191 0.0011041232507491682 leaf_weight=20.116532146930695 211.18708835542202 37.782972302287817 17.557397611439228 leaf_count=102 1925 149 88 internal_value=0 -0.000124636 0.000648132 internal_weight=0 248.97 37.6739 internal_count=2264 2074 190 is_linear=0 shrinkage=0.00102138 Tree=1232 num_leaves=4 num_cat=0 split_feature=12 457 3 split_gain=26.1878 24.5085 15.1208 threshold=0.083325000000000024 0.080930000000000016 0.095555000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012033506690615438 -0.00019385229160781713 0.00023465250888072956 -0.0001099746716650359 leaf_weight=104.14301055110991 145.84331400692463 17.235669247806072 48.175131607800722 leaf_count=439 1514 63 236 internal_value=0 -0.000148542 4.74881e-05 internal_weight=0 163.079 152.318 internal_count=2252 1577 675 is_linear=0 shrinkage=0.000339971 Tree=1233 num_leaves=4 num_cat=0 split_feature=457 31 2 split_gain=21.8054 21.6674 8.65234 threshold=0.080930000000000016 -1.0000000180025095e-35 0.08895500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013415441829529428 1.6330434071634378e-05 -0.00022282914781962025 0.0010019720159488244 leaf_weight=10.872604239732025 16.018982619047165 231.23590502794832 30.154172662645578 leaf_count=55 77 2006 114 internal_value=0 -0.000152476 0.000660169 internal_weight=0 242.109 46.1732 internal_count=2252 2061 191 is_linear=0 shrinkage=0.0010839 Tree=1234 num_leaves=4 num_cat=0 split_feature=12 457 43 split_gain=25.1887 25.0537 18.3408 threshold=0.083325000000000024 0.080930000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024398493051545962 -0.00015512719823681566 0.00028478328915357228 2.0949516367340542e-06 leaf_weight=56.33315597102046 133.70694245956838 16.830831758677959 101.46063867770135 leaf_count=246 1514 63 429 internal_value=0 -0.000105913 8.84699e-05 internal_weight=0 150.538 157.794 internal_count=2252 1577 675 is_linear=0 shrinkage=0.000339971 Tree=1235 num_leaves=4 num_cat=0 split_feature=12 457 43 split_gain=25.5478 25.4218 17.3993 threshold=0.083325000000000024 0.080930000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023639651999254465 -0.00015252790899449565 0.00028233518562902261 5.2742153298673866e-06 leaf_weight=56.006671547889709 134.7749481247738 16.777312520891428 102.1820253264159 leaf_count=246 1514 63 429 internal_value=0 -0.000104358 8.71217e-05 internal_weight=0 151.552 158.189 internal_count=2252 1577 675 is_linear=0 shrinkage=0.000333305 Tree=1236 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=28.4248 20.7012 18.9107 threshold=0.10491000000000002 -1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026846299359119366 0.00017540058099090134 -2.7875094575503363e-05 -0.0002186141712203691 leaf_weight=45.424170760437846 87.957681845873594 157.77506906725466 13.90030002593994 leaf_count=576 438 1184 57 internal_value=0 -8.16775e-05 0.000121599 internal_weight=0 203.199 101.858 internal_count=2255 1760 495 is_linear=0 shrinkage=0.00031408 Tree=1237 num_leaves=4 num_cat=0 split_feature=123 48 1 split_gain=20.8513 20.5381 7.96388 threshold=1.0000000180025095e-35 0.12230500000000001 0.093595000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6982452301488623e-05 -2.722108534400286e-05 -0.0013561312782442332 0.00090001769577159965 leaf_weight=229.63050983753055 12.62746564298868 12.433256058022378 26.747241482138634 leaf_count=1988 37 61 169 internal_value=0 -0.000152272 0.000602783 internal_weight=0 242.064 39.3747 internal_count=2255 2049 206 is_linear=0 shrinkage=0.000962469 Tree=1238 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=20.39 23.5543 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00089506359926555101 -0.00028005283051835616 0.00049787701957702563 leaf_weight=22.004950411617756 208.57005753088742 50.399344429373741 leaf_count=119 1885 251 internal_value=0 -0.00012863 internal_weight=0 258.969 internal_count=2255 2136 is_linear=0 shrinkage=0.00102138 Tree=1239 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=19.6989 22.5955 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00090367892683380501 -0.00027971919701107775 0.00049944245069711158 leaf_weight=21.73569318279624 208.22228362131864 50.100521977990866 leaf_count=119 1885 251 internal_value=0 -0.000128579 internal_weight=0 258.323 internal_count=2255 2136 is_linear=0 shrinkage=0.00104181 Tree=1240 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=25.8605 26.8347 25.0756 threshold=0.050935000000000008 0.15891500000000003 -0.42890999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032258995550407465 -0.00026373199356715543 0.00045012088957933682 8.3769483944449581e-05 leaf_weight=19.873945228755474 61.693033883348107 7.0389816761016837 222.54621071461588 leaf_count=214 827 24 1234 internal_value=0 -0.00019052 5.04328e-05 internal_weight=0 68.732 242.42 internal_count=2299 851 1448 is_linear=0 shrinkage=0.00034677 Tree=1241 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=26.4318 26.5963 22.1175 threshold=0.050935000000000008 0.15891500000000003 -0.42890999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003029055303567016 -0.00025796959647005784 0.00043644735596700985 8.0867083737536568e-05 leaf_weight=18.79450364317745 62.198898464441299 7.0850960761308661 224.19672958832234 leaf_count=214 827 24 1234 internal_value=0 -0.000186857 5.11622e-05 internal_weight=0 69.284 242.991 internal_count=2299 851 1448 is_linear=0 shrinkage=0.000339971 Tree=1242 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=26.5853 26.4566 24.2022 threshold=0.050935000000000008 0.15891500000000003 -0.42890999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029846260200984713 -0.00024830990816494396 0.00041714018012269257 7.9273296969979652e-05 leaf_weight=19.677804480306804 62.304928449913859 7.0895965099334708 225.08442917000502 leaf_count=214 827 24 1234 internal_value=0 -0.000180229 4.88841e-05 internal_weight=0 69.3945 244.762 internal_count=2299 851 1448 is_linear=0 shrinkage=0.000326769 Tree=1243 num_leaves=4 num_cat=0 split_feature=159 133 0 split_gain=21.216 18.5562 4.77126 threshold=-0.032739999999999991 0.14391000000000001 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6244110468886236e-05 0.00015252259027265165 -0.0011575107873577348 -0.001237988223574726 leaf_weight=4.3172929175198105 251.85004784259945 13.928866142407058 19.489045480266213 leaf_count=24 1784 200 291 internal_value=0 8.37885e-05 -0.00100524 internal_weight=0 265.779 23.8063 internal_count=2299 1984 315 is_linear=0 shrinkage=0.00110557 Tree=1244 num_leaves=4 num_cat=0 split_feature=52 159 3 split_gain=19.9328 21.3861 0.00464668 threshold=-0.5138299999999999 -1.0000000180025095e-35 -0.080634999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00114445938040878 -0.00079178501942364719 0.00017012481025945386 -0.0012424590133296178 leaf_weight=8.3026152029633504 26.720262736082077 245.41383567452431 5.4270645733922711 leaf_count=110 362 1763 58 internal_value=0 7.5628e-05 -0.00118487 internal_weight=0 272.134 13.7297 internal_count=2293 2125 168 is_linear=0 shrinkage=0.00102138 Tree=1245 num_leaves=4 num_cat=0 split_feature=52 159 3 split_gain=19.4003 20.5633 0.00280712 threshold=-0.5138299999999999 -1.0000000180025095e-35 -0.080634999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010970887761444833 -0.00075001015047781484 0.00015985821435281526 -0.0011889589502357574 leaf_weight=8.1399538340046984 26.507759099826217 245.40341144241393 5.3299630945548406 leaf_count=110 362 1763 58 internal_value=0 7.11116e-05 -0.00113507 internal_weight=0 271.911 13.4699 internal_count=2293 2125 168 is_linear=0 shrinkage=0.000981718 Tree=1246 num_leaves=4 num_cat=0 split_feature=1 51 48 split_gain=19.1776 20.4335 18.5946 threshold=0.10491000000000002 -0.10593999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013559787825729438 0.00061977946647378884 -7.0142827133946981e-05 -0.00070079510986860677 leaf_weight=13.838355928659437 72.713468380272388 185.24102927651256 13.115187153220175 leaf_count=163 421 1652 57 internal_value=0 -0.000159645 0.000417876 internal_weight=0 199.079 85.8287 internal_count=2293 1815 478 is_linear=0 shrinkage=0.00102138 Tree=1247 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=18.8094 19.8714 0.000375181 threshold=-0.5138299999999999 0.10491000000000002 -0.080634999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011615123633821772 -0.00011095905921017705 0.00050496986262983006 -0.0012554634170029041 leaf_weight=7.9690644200891256 189.83709218911827 81.133452422916889 5.2047367198392731 leaf_count=110 1687 438 58 internal_value=0 7.34837e-05 -0.00120039 internal_weight=0 270.971 13.1738 internal_count=2293 2125 168 is_linear=0 shrinkage=0.00104181 Tree=1248 num_leaves=4 num_cat=0 split_feature=12 48 43 split_gain=22.7882 25.4559 23.1289 threshold=0.045590000000000006 0.091545000000000015 -0.05647499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073662442847737734 -0.00045772897176133467 0.0005555680078960524 -6.6140320654823183e-05 leaf_weight=46.159171532839537 127.70961034484208 24.251192693598568 81.842547163367271 leaf_count=205 1526 154 380 internal_value=0 -0.000295969 0.000223414 internal_weight=0 151.961 128.002 internal_count=2265 1680 585 is_linear=0 shrinkage=0.000906956 Tree=1249 num_leaves=4 num_cat=0 split_feature=12 48 43 split_gain=32.3597 25.716 22.9783 threshold=0.045590000000000006 0.091545000000000015 -0.05647499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022787104732889315 -0.00014489331752063343 0.00015195477147723796 -4.1244470713024721e-06 leaf_weight=50.353836663067341 139.78914834372699 25.836208777502179 87.119950644671917 leaf_count=205 1526 154 380 internal_value=0 -9.85753e-05 8.08706e-05 internal_weight=0 165.625 137.474 internal_count=2265 1680 585 is_linear=0 shrinkage=0.000273426 Tree=1250 num_leaves=4 num_cat=0 split_feature=12 43 48 split_gain=32.2983 26.2671 23.9529 threshold=0.045590000000000006 -0.05647499999999999 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024421637801674628 -0.00019970637233473912 -4.9726711741077504e-05 0.00012669990272522498 leaf_weight=46.705082673579454 148.59727144800127 83.71800322085619 26.054730234667659 leaf_count=205 1526 380 154 internal_value=0 5.55559e-05 -0.000151004 internal_weight=0 130.423 174.652 internal_count=2265 585 1680 is_linear=0 shrinkage=0.00031408 Tree=1251 num_leaves=4 num_cat=0 split_feature=12 48 43 split_gain=32.0202 25.382 23.157 threshold=0.045590000000000006 0.091545000000000015 -0.05647499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002845840725439975 -0.00018099319196829251 0.00018701413860420905 -6.5151740913895818e-06 leaf_weight=49.82439074665308 137.74042732641101 25.687487754970789 86.222719572484493 leaf_count=205 1526 154 380 internal_value=0 -0.000123135 0.000100119 internal_weight=0 163.428 136.047 internal_count=2265 1680 585 is_linear=0 shrinkage=0.000339971 Tree=1252 num_leaves=4 num_cat=0 split_feature=1456 1213 12 split_gain=20.3592 19.1923 0.178394 threshold=-1.0000000180025095e-35 -0.082704999999999987 0.08326500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004423406894332872 -0.00036666625484388387 3.0211887921837831e-05 -0.00035792238410969706 leaf_weight=4.2471329495310775 13.086991487070916 272.8017254890874 9.6923495884984714 leaf_count=34 199 1845 170 internal_value=0 1.20209e-05 -0.000384213 internal_weight=0 285.889 13.9395 internal_count=2248 2044 204 is_linear=0 shrinkage=0.000320362 Tree=1253 num_leaves=4 num_cat=0 split_feature=1456 43 12 split_gain=18.6372 18.5355 0.197645 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.082275000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016083738685659277 0.00042067334925007167 -0.00020194134245716915 -0.0012779797928728881 leaf_weight=3.9166084118187419 103.1038353247568 163.64339573588222 8.8789865011349303 leaf_count=32 779 1265 172 internal_value=0 3.87262e-05 -0.00138136 internal_weight=0 266.747 12.7956 internal_count=2248 2044 204 is_linear=0 shrinkage=0.00115024 Tree=1254 num_leaves=4 num_cat=0 split_feature=1456 43 12 split_gain=18.1636 17.7126 0.185991 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.082275000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011885719330805031 0.00030551130613800677 -0.00014671497598139774 -0.00094746593749115294 leaf_weight=3.8504658322781316 103.11914545577019 163.605253983289 8.7010491145774704 leaf_count=32 779 1265 172 internal_value=0 2.8131e-05 -0.00102312 internal_weight=0 266.724 12.5515 internal_count=2248 2044 204 is_linear=0 shrinkage=0.000854645 Tree=1255 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=22.1722 20.4581 threshold=-1.0000000180025095e-35 -0.23832999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003728786432112386 0.00022448894701520192 -8.9120707278756437e-05 leaf_weight=11.260701376944779 21.20932362228632 278.23169980384409 leaf_count=62 113 2073 internal_value=0 -6.68949e-05 internal_weight=0 299.441 internal_count=2248 2186 is_linear=0 shrinkage=0.000307922 Tree=1256 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=28.873 44.0042 16.2953 threshold=-0.059315 -0.097604999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.465192618722594e-05 0.00018814700695910294 -0.00021752008882606038 -2.3367901426626689e-06 leaf_weight=71.794676084071398 72.871152449399233 93.269250575453043 78.568631317466497 leaf_count=337 379 1300 294 internal_value=0 -8.60956e-05 8.93341e-05 internal_weight=0 165.064 151.44 internal_count=2310 1637 673 is_linear=0 shrinkage=0.000290162 Tree=1257 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=28.8847 25.4082 13.7432 threshold=0.045590000000000006 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023397484072205308 -0.00014582509177778598 0.00015756031536833505 3.0667436638876188e-05 leaf_weight=51.367732219398022 139.8230734532699 33.799459543079138 90.695509031414986 leaf_count=234 1568 135 373 internal_value=0 -8.67536e-05 0.000104202 internal_weight=0 173.623 142.063 internal_count=2310 1703 607 is_linear=0 shrinkage=0.00031408 Tree=1258 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=21.1885 36.5108 14.6303 threshold=-0.059315 -0.097604999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002577541466270206 0.00058159925773667003 -0.0006729974719591618 -3.0413593997038844e-05 leaf_weight=68.213513432070613 65.188613668084145 83.371642550453544 74.52179139200598 leaf_count=337 379 1300 294 internal_value=0 -0.000254178 0.000255191 internal_weight=0 151.585 139.71 internal_count=2310 1637 673 is_linear=0 shrinkage=0.000943597 Tree=1259 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=31.1333 40.7296 14.249 threshold=-0.059315 -0.097604999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5918684926200758e-05 0.00019605079516621661 -0.00023145531156594935 6.3672190745170757e-06 leaf_weight=72.88590806350112 71.866343636065722 93.027713058516383 78.616589462384582 leaf_count=337 379 1300 294 internal_value=0 -9.64326e-05 9.6968e-05 internal_weight=0 165.914 150.483 internal_count=2310 1637 673 is_linear=0 shrinkage=0.000307922 Tree=1260 num_leaves=4 num_cat=0 split_feature=15 457 14 split_gain=23.2449 24.5561 2.88927 threshold=-0.24297999999999997 0.069910000000000014 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015596188701044221 -7.9962553288778757e-05 0.00016646618552523774 0.00034748138025216218 leaf_weight=15.996763199567793 220.80792464595288 51.086831964552402 16.441890168935061 leaf_count=86 1878 205 106 internal_value=0 -3.36521e-05 0.000253183 internal_weight=0 271.895 32.4387 internal_count=2275 2083 192 is_linear=0 shrinkage=0.000320362 Tree=1261 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=24.6173 23.5965 7.96886 threshold=0.28251000000000009 0.069910000000000014 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1742164743273254e-05 3.9565352984834638e-05 0.00015665305681212998 0.00028941269150734798 leaf_weight=210.28411105647683 18.823803968727589 46.121856834739447 30.468844812363386 leaf_count=1838 77 183 177 internal_value=0 -3.88516e-05 0.000194054 internal_weight=0 256.406 49.2926 internal_count=2275 2021 254 is_linear=0 shrinkage=0.000301884 Tree=1262 num_leaves=4 num_cat=0 split_feature=0 4 3 split_gain=20.1653 28.5896 26.1197 threshold=-0.060199999999999997 -0.47668499999999997 -0.059315 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047356164540179212 -0.0005086429658549015 0.00071770463223923134 0.00017676174629745029 leaf_weight=105.34647587686777 21.537996880710125 56.945270551368594 98.087100174278021 leaf_count=1407 128 277 463 internal_value=0 0.000381119 -0.000160016 internal_weight=0 78.4833 203.434 internal_count=2275 405 1870 is_linear=0 shrinkage=0.000906956 Tree=1263 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=23.3202 22.8387 7.99273 threshold=0.28251000000000009 0.069910000000000014 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3748574555028404e-05 3.3285228036319419e-05 0.00014275536530749907 0.00026619420729677819 leaf_weight=209.71535418368876 18.65044266730547 46.23837524279952 29.734020087867975 leaf_count=1838 77 183 177 internal_value=0 -3.46291e-05 0.000176465 internal_weight=0 255.954 48.3845 internal_count=2275 2021 254 is_linear=0 shrinkage=0.000278894 Tree=1264 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=28.0466 29.1306 22.6572 threshold=0.077765000000000015 0.071345000000000006 0.097665000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019011317045075957 0.00010289251161752904 -0.00020092166105776477 0.00033266677352852809 leaf_weight=95.747184406034648 168.44496406242251 36.368543768301606 8.5460945442318899 leaf_count=1181 878 229 18 internal_value=0 4.89308e-05 -0.000147222 internal_weight=0 204.814 104.293 internal_count=2306 1107 1199 is_linear=0 shrinkage=0.000307922 Tree=1265 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=21.08 23.0366 threshold=-0.49071999999999993 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011723805181251162 -0.00011803200067181415 0.00084577493341504565 leaf_weight=20.471474695950747 228.93141576275229 36.555417519062757 leaf_count=133 2019 154 internal_value=0 1.47278e-05 internal_weight=0 265.487 internal_count=2306 2173 is_linear=0 shrinkage=0.00112769 Tree=1266 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=22.3761 20.7386 7.87 threshold=0.27190000000000009 -0.12851999999999997 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011405550649189604 0.00027512006089649402 -0.00011373417406913616 -1.548281724561533e-05 leaf_weight=60.275130838155746 35.26499741896987 197.55314460024238 15.501049015671013 leaf_count=235 174 1807 90 internal_value=0 -6.0477e-05 0.000186414 internal_weight=0 257.828 50.766 internal_count=2306 2042 264 is_linear=0 shrinkage=0.000339971 Tree=1267 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=30.8413 28.37 24.0077 threshold=0.077765000000000015 -0.42305999999999994 0.097665000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020462500999761442 -0.00034456802573420016 8.9039140035845278e-05 0.00035346340149216974 leaf_weight=97.695512522011995 16.860441911965609 187.64946452714503 8.5905391648411733 leaf_count=1181 117 990 18 internal_value=0 5.32624e-05 -0.000159462 internal_weight=0 204.51 106.286 internal_count=2306 1107 1199 is_linear=0 shrinkage=0.000320362 Tree=1268 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=26.3787 21.3469 20.7411 threshold=0.10384000000000002 -1.0000000180025095e-35 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025552610362221926 0.00018732490064747218 -2.1281680186782473e-05 -0.00013298814868785647 leaf_weight=45.569150013849139 79.826400171965361 159.52688795886934 23.934006951749325 leaf_count=575 391 1191 114 internal_value=0 -7.33461e-05 0.000113429 internal_weight=0 205.096 103.76 internal_count=2271 1766 505 is_linear=0 shrinkage=0.000301884 Tree=1269 num_leaves=4 num_cat=0 split_feature=49 15 160 split_gain=24.9785 27.1524 21.8895 threshold=-0.026779999999999995 -0.30139999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019354170840536034 0.00025648648199107032 -0.00010887472409676882 0.00023611834672838817 leaf_weight=16.56379983201623 25.423943843692541 202.02570749912411 64.085117746144533 leaf_count=95 152 1790 234 internal_value=0 -6.80172e-05 0.000147849 internal_weight=0 227.45 80.6489 internal_count=2271 1942 329 is_linear=0 shrinkage=0.000333305 Tree=1270 num_leaves=4 num_cat=0 split_feature=128 13 2 split_gain=19.2098 17.9176 0.982878 threshold=1.0000000180025095e-35 -0.24689499999999998 0.07788500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088581169961338309 -0.0015067594203602216 -5.3867636645075259e-05 -0.00095026633881503306 leaf_weight=22.141179449856281 6.2638526111841184 248.59802291449159 6.8164665149524808 leaf_count=112 75 1990 94 internal_value=0 2.30368e-05 -0.00121857 internal_weight=0 270.739 13.0803 internal_count=2271 2102 169 is_linear=0 shrinkage=0.00100135 Tree=1271 num_leaves=4 num_cat=0 split_feature=49 4 160 split_gain=18.88 21.2749 20.5446 threshold=-0.026779999999999995 0.50779500000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060304223735189154 -0.00026812889105566905 0.00090317037635292551 0.00064066533814092488 leaf_weight=15.509507670998572 193.07551548723131 15.50098295137286 59.267353408038616 leaf_count=95 1829 113 234 internal_value=0 -0.000181006 0.000382619 internal_weight=0 208.576 74.7769 internal_count=2271 1942 329 is_linear=0 shrinkage=0.000962469 Tree=1272 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=23.0664 21.316 threshold=0.11893500000000001 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014439781510690116 -0.001339646171259222 -0.001175733485027831 leaf_weight=246.21530925668776 15.111559974029658 15.897525005973874 leaf_count=1925 86 225 internal_value=0 6.42501e-05 internal_weight=0 262.113 internal_count=2236 2150 is_linear=0 shrinkage=0.00110557 Tree=1273 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=21.9889 20.592 threshold=0.11893500000000001 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011128691874025394 -0.0010299551952991407 -0.00091782055868072393 leaf_weight=246.25086811743677 15.150549903511999 15.699802923016248 leaf_count=1925 86 225 internal_value=0 4.95458e-05 internal_weight=0 261.951 internal_count=2236 2150 is_linear=0 shrinkage=0.000871738 Tree=1274 num_leaves=4 num_cat=0 split_feature=49 15 2 split_gain=21.2906 24.6815 9.83574 threshold=-0.043469999999999995 -0.24297999999999997 0.089985000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6386637841808044e-06 0.00019448746623985895 -8.5376285683832307e-05 0.00021290421655545316 leaf_weight=26.897066876292229 30.627100847661495 197.60939089860767 46.364669974893332 leaf_count=123 176 1768 169 internal_value=0 -4.78082e-05 0.000131954 internal_weight=0 228.236 73.2617 internal_count=2236 1944 292 is_linear=0 shrinkage=0.000290162 Tree=1275 num_leaves=4 num_cat=0 split_feature=49 15 2 split_gain=21.5906 24.879 10.0861 threshold=-0.043469999999999995 -0.24297999999999997 0.089985000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.9536227351531733e-06 0.00020166643987163212 -8.8897333873121613e-05 0.00022303475156504419 leaf_weight=26.894288282841444 31.049940098077059 198.02481229882687 46.773448295891285 leaf_count=123 176 1768 169 internal_value=0 -4.94993e-05 0.000138361 internal_weight=0 229.075 73.6677 internal_count=2236 1944 292 is_linear=0 shrinkage=0.000301884 Tree=1276 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=25.5943 21.2953 16.0051 threshold=0.083325000000000024 0.10798000000000001 0.096175000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044101797045576738 -0.00039938768059884786 0.001116297811274221 -0.00050330654084508207 leaf_weight=125.6743122767657 130.8613556092605 9.9870675280690175 20.987440906465054 leaf_count=572 1599 24 90 internal_value=0 -0.000291779 0.000305836 internal_weight=0 140.848 146.662 internal_count=2285 1623 662 is_linear=0 shrinkage=0.00100135 Tree=1277 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=24.5427 20.497 15.3221 threshold=0.083325000000000024 0.10798000000000001 0.096175000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039167938088237683 -0.00035519254888084642 0.00099751827105401059 -0.00044424024682033 leaf_weight=125.29559140093625 130.29043214581907 9.8969372957944852 21.053108420222998 leaf_count=572 1599 24 90 internal_value=0 -0.000259571 0.000271385 internal_weight=0 140.187 146.349 internal_count=2285 1623 662 is_linear=0 shrinkage=0.000906956 Tree=1278 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=34.3976 23.0898 17.0536 threshold=0.083325000000000024 0.16382000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012054192895549015 -0.00015070787783463883 0.00013243330186107368 0.00014042995769180354 leaf_weight=25.09064931422472 122.82241816818714 30.197414983063936 131.50877896696329 leaf_count=116 1498 125 546 internal_value=0 -9.48224e-05 9.8607e-05 internal_weight=0 153.02 156.599 internal_count=2285 1623 662 is_linear=0 shrinkage=0.000290162 Tree=1279 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=23.6982 19.7674 14.7192 threshold=0.083325000000000024 0.10798000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048883215657392703 -0.00045201822561799943 0.0012733301526651681 0.00051098889911739564 leaf_weight=24.292306963354349 129.96033793874085 9.8137146830558759 121.93626714870334 leaf_count=116 1599 24 546 internal_value=0 -0.000330722 0.000344851 internal_weight=0 139.774 146.229 internal_count=2285 1623 662 is_linear=0 shrinkage=0.00117324 Tree=1280 num_leaves=4 num_cat=0 split_feature=160 2 52 split_gain=24.4562 17.012 0.5341 threshold=-0.40446999999999994 0.088485000000000022 0.41902500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012285736387370905 -0.00024014218883778522 0.00031058503221169349 -0.0016892149091925475 leaf_weight=8.2796322507783753 106.98268359713256 171.5173745797947 5.0176686923950902 leaf_count=122 1042 1058 64 internal_value=0 9.90274e-05 -0.00140457 internal_weight=0 278.5 13.2973 internal_count=2286 2100 186 is_linear=0 shrinkage=0.0010839 Tree=1281 num_leaves=4 num_cat=0 split_feature=160 1 16 split_gain=25.2962 21.5124 0.431237 threshold=-0.40446999999999994 0.089790000000000023 -0.095264999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048987534429563494 -6.2712819424440104e-05 0.00010879303466607055 -0.00036763567993772548 leaf_weight=4.7444459423422805 142.49830221198499 158.56640276871622 9.5045388992875797 leaf_count=50 1304 796 136 internal_value=0 2.7618e-05 -0.000408939 internal_weight=0 301.065 14.249 internal_count=2286 2100 186 is_linear=0 shrinkage=0.000320362 Tree=1282 num_leaves=4 num_cat=0 split_feature=160 1 52 split_gain=25.7458 21.9998 0.537115 threshold=-0.40446999999999994 0.089790000000000023 0.41548500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039403641682287912 -6.8935149385812168e-05 0.00012285837051686084 -0.00053750540066552352 leaf_weight=8.4851391110569221 141.05613188166171 159.30787497572601 5.7990844901651135 leaf_count=116 1304 796 70 internal_value=0 3.27902e-05 -0.000452921 internal_weight=0 300.364 14.2842 internal_count=2286 2100 186 is_linear=0 shrinkage=0.000353706 Tree=1283 num_leaves=4 num_cat=0 split_feature=160 1 52 split_gain=24.9673 22.5708 0.48065 threshold=-0.40446999999999994 0.089790000000000023 0.41548500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037067649316653833 -6.8660665301009023e-05 0.00011457362001202843 -0.00049919371269090042 leaf_weight=8.4529242794960719 141.24030107073486 158.43833731859922 5.7721309997141352 leaf_count=116 1304 796 70 internal_value=0 2.82154e-05 -0.000423424 internal_weight=0 299.679 14.2251 internal_count=2286 2100 186 is_linear=0 shrinkage=0.000333305 Tree=1284 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=22.4725 28.6903 21.5953 threshold=1.0000000180025095e-35 0.045760000000000002 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075205219811610817 0.00084938657382332473 0.00062908846663661203 -6.6162666331756984e-06 leaf_weight=74.796849835664034 43.355839364230633 21.955601587891579 142.99367706477642 leaf_count=1139 260 57 852 internal_value=0 -0.000438574 0.000192607 internal_weight=0 96.7525 186.35 internal_count=2308 1196 1112 is_linear=0 shrinkage=0.00106264 Tree=1285 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=27.4695 28.2904 25.1805 threshold=0.077845000000000011 0.045760000000000002 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021141367463094681 0.0002510878231064041 0.00016890657020082679 -2.8152540163117751e-07 leaf_weight=82.901202708482742 48.065714776515961 22.689940415322781 148.40967613272369 leaf_count=1156 260 59 833 internal_value=0 -0.000129673 6.12319e-05 internal_weight=0 105.591 196.475 internal_count=2308 1215 1093 is_linear=0 shrinkage=0.000301884 Tree=1286 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=21.7279 27.8626 21.0479 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074647910859547255 0.00077808953985356304 0.0004073193669735162 -5.921307961226422e-06 leaf_weight=67.186054920777678 42.870357289910316 28.807794511318207 143.15185391157866 leaf_count=1078 260 118 852 internal_value=0 -0.000400212 0.000174822 internal_weight=0 95.9938 186.022 internal_count=2308 1196 1112 is_linear=0 shrinkage=0.000981718 Tree=1287 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=28.6084 31.0435 24.2694 threshold=1.0000000180025095e-35 0.045760000000000002 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022069899139185407 0.00024977983377327882 0.0001792883721822984 3.6264253159126803e-06 leaf_weight=80.776968163438141 47.873677961528301 22.622041523456573 153.49467739649117 leaf_count=1139 260 57 852 internal_value=0 -0.000133171 6.21655e-05 internal_weight=0 103.399 201.368 internal_count=2308 1196 1112 is_linear=0 shrinkage=0.000301884 Tree=1288 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=27.9157 25.6958 16.0076 threshold=0.10114000000000002 -0.11372999999999998 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015733134631150573 0.00019191709632068193 -0.00012158104908079401 -8.6993263900828841e-05 leaf_weight=39.329786505550146 86.291888453066349 153.4787727650255 25.197495341300964 leaf_count=150 420 1545 147 internal_value=0 -6.46775e-05 0.000128877 internal_weight=0 192.809 111.489 internal_count=2262 1695 567 is_linear=0 shrinkage=0.000307922 Tree=1289 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=29.782 25.8631 15.71 threshold=0.10114000000000002 -0.11372999999999998 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014893352695278747 0.00018670659002123841 -0.00011907552045520235 -7.6524556160485952e-05 leaf_weight=39.581421438604593 86.999619551002979 154.96162199042737 25.7215730920434 leaf_count=150 420 1545 147 internal_value=0 -6.45376e-05 0.000126638 internal_weight=0 194.543 112.721 internal_count=2262 1695 567 is_linear=0 shrinkage=0.000295965 Tree=1290 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=29.11 24.389 16.4489 threshold=0.10114000000000002 -0.11372999999999998 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014806330693083471 0.00019220261320392409 -0.00012341558521321245 -8.7504292972033685e-05 leaf_weight=39.385293319821358 87.42920894920826 154.01692269276828 25.808537479490042 leaf_count=150 420 1545 147 internal_value=0 -6.81212e-05 0.000128449 internal_weight=0 193.402 113.238 internal_count=2262 1695 567 is_linear=0 shrinkage=0.000307922 Tree=1291 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=30.9082 26.1383 15.3277 threshold=0.10114000000000002 -0.11372999999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016999306470250739 0.00021418091054411351 -0.00014122680459490027 -8.5461800137846442e-05 leaf_weight=39.093787234276533 86.779351469129324 154.00476398784667 25.524545527994633 leaf_count=150 438 1545 129 internal_value=0 -7.82082e-05 0.000146075 internal_weight=0 193.099 112.304 internal_count=2262 1695 567 is_linear=0 shrinkage=0.000339971 Tree=1292 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=21.4289 33.2768 23.942 threshold=-0.060199999999999997 -0.10071499999999999 0.25155500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002594101475971763 0.00082182079941817208 -0.0005638180200238129 -0.00033265005906933361 leaf_weight=103.71801283210516 59.485977597534657 101.17466571275145 27.342111740261316 leaf_count=461 258 1387 168 internal_value=0 -0.000147109 0.000458285 internal_weight=0 204.893 86.8281 internal_count=2274 1848 426 is_linear=0 shrinkage=0.00102138 Tree=1293 num_leaves=4 num_cat=0 split_feature=0 1 52 split_gain=20.5728 32.6573 23.0535 threshold=-0.060199999999999997 1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075859418715001502 -0.00067406041902681832 0.00012725858280550245 0.00069750708514509105 leaf_weight=62.588628568686545 15.582306139171122 141.59925038646907 70.844200603663921 leaf_count=1040 130 808 296 internal_value=0 -0.000144323 0.000450125 internal_weight=0 204.188 86.4265 internal_count=2274 1848 426 is_linear=0 shrinkage=0.00102138 Tree=1294 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=19.7647 31.6124 22.4795 threshold=-0.060199999999999997 1.0000000180025095e-35 0.25155500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008290707119694657 0.00088006184084687738 0.00013741446972146199 -0.00036035633993650846 leaf_weight=61.819451078772545 58.824715714901686 141.53641387913376 27.139403160661459 leaf_count=1040 258 808 168 internal_value=0 -0.000156444 0.000488461 internal_weight=0 203.356 85.9641 internal_count=2274 1848 426 is_linear=0 shrinkage=0.00112769 Tree=1295 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=18.9759 31.1513 21.6177 threshold=-0.060199999999999997 -0.10071499999999999 0.25155500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025387469829055755 0.00078376607618942269 -0.00054732229585866064 -0.00031964917598434063 leaf_weight=103.19922347739339 58.487749136984348 99.341232386417687 27.09078580699861 leaf_count=461 258 1387 168 internal_value=0 -0.000139108 0.000434475 internal_weight=0 202.54 85.5785 internal_count=2274 1848 426 is_linear=0 shrinkage=0.00102138 Tree=1296 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=32.1104 22.1776 5.0552 threshold=0.28251000000000009 0.014805 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012267173968665603 0.00028689715971684786 7.660424750976396e-05 6.8595685302871311e-05 leaf_weight=166.53233258239925 34.345836017280817 82.306642200797796 15.06683289259672 leaf_count=1587 161 421 86 internal_value=0 -5.67579e-05 0.000220385 internal_weight=0 248.839 49.4127 internal_count=2255 2008 247 is_linear=0 shrinkage=0.00031408 Tree=1297 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=23.589 19.895 5.93444 threshold=0.28251000000000009 -0.091259999999999994 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010205855899660448 9.2360917062546429e-05 -0.00022883724235432811 0.00085310816025733886 leaf_weight=12.457261029630898 13.980656158179043 219.77402508910745 29.645527925342321 leaf_count=45 57 1963 190 internal_value=0 -0.000161738 0.000609463 internal_weight=0 232.231 43.6262 internal_count=2255 2008 247 is_linear=0 shrinkage=0.000962469 Tree=1298 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=22.7448 19.3653 5.83936 threshold=0.28251000000000009 1.0000000180025095e-35 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.858904020005558e-05 0.00010184351576478386 -0.001271814236572303 0.00095428142441352588 leaf_weight=214.34103369805962 13.95893010124564 17.564814012497663 29.182066019624472 leaf_count=1878 57 130 190 internal_value=0 -0.000178305 0.000678629 internal_weight=0 231.906 43.141 internal_count=2255 2008 247 is_linear=0 shrinkage=0.0010839 Tree=1299 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=21.9298 19.072 5.74467 threshold=0.28251000000000009 0.069910000000000014 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030411532446789747 9.5843609100465375e-05 0.00048755142178655563 0.00091099976005246954 leaf_weight=191.7312968224287 13.937676817178724 39.883186168968678 28.727763548493385 leaf_count=1840 57 168 190 internal_value=0 -0.000167764 0.000644872 internal_weight=0 231.614 42.6654 internal_count=2255 2008 247 is_linear=0 shrinkage=0.00104181 Tree=1300 num_leaves=4 num_cat=0 split_feature=4 41 3 split_gain=23.5366 21.1309 6.00719 threshold=0.27772500000000006 0.075585000000000013 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1851725323271492e-05 0.00029729315658261868 -0.00043295458102575446 3.2897394917506547e-05 leaf_weight=243.50551021005958 34.82520667091012 14.579614393413065 13.899296786636112 leaf_count=1958 170 93 79 internal_value=0 -3.56707e-05 0.000221913 internal_weight=0 258.085 48.7245 internal_count=2300 2051 249 is_linear=0 shrinkage=0.000339971 Tree=1301 num_leaves=4 num_cat=0 split_feature=4 41 3 split_gain=25.5695 21.6057 5.95135 threshold=0.27772500000000006 0.075585000000000013 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2212835211800726e-05 0.00027781735016234657 -0.00040305816477651196 3.7899069815987848e-05 leaf_weight=244.70028147660196 36.111509442329407 14.776733554899691 14.22023284435272 leaf_count=1958 170 93 79 internal_value=0 -3.44988e-05 0.000210073 internal_weight=0 259.477 50.3317 internal_count=2300 2051 249 is_linear=0 shrinkage=0.00031408 Tree=1302 num_leaves=4 num_cat=0 split_feature=2 30 11 split_gain=18.1551 20.2451 14.8339 threshold=0.089765000000000025 1.0000000180025095e-35 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038317889595938928 0.00029671475204326122 0.0011159813961632507 -0.00086055059340406121 leaf_weight=110.60072388034314 156.42891355790198 9.0068620704114419 10.962217114865778 leaf_count=1168 997 64 71 internal_value=0 -0.000270127 0.000220838 internal_weight=0 119.608 167.391 internal_count=2300 1232 1068 is_linear=0 shrinkage=0.000962469 Tree=1303 num_leaves=4 num_cat=0 split_feature=4 41 3 split_gain=25.1759 20.8287 6.10438 threshold=0.27772500000000006 0.075585000000000013 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1346332137691182e-05 0.00025235351257872987 -0.00036162148757621352 3.0780820248002312e-05 leaf_weight=244.95252334326506 35.707806847989559 14.535256713628767 14.015146203339098 leaf_count=1958 170 93 79 internal_value=0 -3.09922e-05 0.000189936 internal_weight=0 259.488 49.723 internal_count=2300 2051 249 is_linear=0 shrinkage=0.000284472 Tree=1304 num_leaves=4 num_cat=0 split_feature=1 51 47 split_gain=34.4035 19.353 15.6318 threshold=0.10508500000000001 -0.10593999999999999 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045759656891300308 0.00020867292698409937 -8.968267038133821e-05 -8.0542536463096807e-05 leaf_weight=16.532773372717202 64.660771980881691 196.89147005509585 28.845711961388588 leaf_count=168 370 1604 134 internal_value=0 -0.000118221 0.000119455 internal_weight=0 213.424 93.5065 internal_count=2276 1772 504 is_linear=0 shrinkage=0.000326769 Tree=1305 num_leaves=4 num_cat=0 split_feature=1 51 48 split_gain=22.905 21.2926 13.2833 threshold=0.10508500000000001 -0.10593999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014622667402528012 0.00059811911175411642 -0.00012579571825041259 -0.00052203909431913266 leaf_weight=14.558406760916112 75.988277465105057 175.86186774354428 14.170027010142801 leaf_count=168 444 1604 60 internal_value=0 -0.000228111 0.000421992 internal_weight=0 190.42 90.1583 internal_count=2276 1772 504 is_linear=0 shrinkage=0.00106264 Tree=1306 num_leaves=4 num_cat=0 split_feature=15 14 4 split_gain=22.2626 20.0091 1.43957 threshold=-0.39235499999999995 0.076175000000000007 0.51026500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059633115974698048 -4.9822837496694545e-05 -0.0015150877575548865 0.0011025714324764159 leaf_weight=9.7120200917124766 244.83452526945621 10.105357617139815 15.102805126458405 leaf_count=57 2036 70 113 internal_value=0 -0.000108012 0.00090505 internal_weight=0 254.94 24.8148 internal_count=2276 2106 170 is_linear=0 shrinkage=0.00102138 Tree=1307 num_leaves=4 num_cat=0 split_feature=1 51 48 split_gain=21.5965 20.81 12.6783 threshold=0.10508500000000001 -0.10593999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012655825065191434 0.00051050952790177592 -0.00010515505346350754 -0.00044094247432933649 leaf_weight=14.28443043399602 75.144637258723378 175.53848229628056 14.244178161025046 leaf_count=168 444 1604 60 internal_value=0 -0.000192597 0.000358833 internal_weight=0 189.823 89.3888 internal_count=2276 1772 504 is_linear=0 shrinkage=0.000925095 Tree=1308 num_leaves=3 num_cat=0 split_feature=3 31 split_gain=21.7864 18.8509 threshold=0.15015500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040362005881491479 0.00033113286069360361 -3.1729380618135907e-05 leaf_weight=11.508022289723156 21.943719085305929 266.60295395925641 leaf_count=60 116 2110 internal_value=0 -1.36885e-05 internal_weight=0 278.111 internal_count=2286 2170 is_linear=0 shrinkage=0.000333305 Tree=1309 num_leaves=3 num_cat=0 split_feature=13 130 split_gain=18.5428 17.5019 threshold=-0.24689499999999998 -0.076894999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00094406818577270934 0.00084991895408313158 -0.0001065645896729823 leaf_weight=20.227778896689415 19.980444254353642 236.06002517510206 leaf_count=112 106 2068 internal_value=0 -3.18664e-05 internal_weight=0 256.04 internal_count=2286 2174 is_linear=0 shrinkage=0.000981718 Tree=1310 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=21.057 18.9636 15.3732 threshold=0.10491000000000002 1.0000000180025095e-35 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.780376862718653e-05 0.00020996380804861505 0.00040864747112104782 -7.0043884616607878e-05 leaf_weight=193.07528560142964 68.884981397539377 8.5892346948385221 26.879907604306936 leaf_count=1769 368 21 128 internal_value=0 -4.74741e-05 0.000131371 internal_weight=0 201.665 95.7649 internal_count=2286 1790 496 is_linear=0 shrinkage=0.00031408 Tree=1311 num_leaves=3 num_cat=0 split_feature=13 130 split_gain=17.994 16.7992 threshold=-0.24689499999999998 -0.076894999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0009540440575033746 0.0008507700167701888 -0.00010642997073294939 leaf_weight=19.988372344523668 19.916583690792322 236.3001494538039 leaf_count=112 106 2068 internal_value=0 -3.19658e-05 internal_weight=0 256.217 internal_count=2286 2174 is_linear=0 shrinkage=0.00100135 Tree=1312 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=19.3706 17.8662 threshold=0.085835000000000009 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4745281533238537e-05 0.00082584635860098255 -0.0016147970312868417 leaf_weight=237.28861714527011 27.29466138035059 9.8244723789393884 leaf_count=2093 113 73 internal_value=0 -0.000155298 internal_weight=0 247.113 internal_count=2279 2166 is_linear=0 shrinkage=0.00110557 Tree=1313 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=25.0165 18.7785 15.1583 threshold=0.10491000000000002 -0.12851999999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2335875764113168e-05 0.00020542105855621669 -0.00013568344019234462 -6.9088796213403558e-05 leaf_weight=49.096475206315517 65.742358021438122 151.14082423783839 30.080822605639696 leaf_count=192 351 1594 142 internal_value=0 -7.97716e-05 0.00011925 internal_weight=0 200.237 95.8232 internal_count=2279 1786 493 is_linear=0 shrinkage=0.000320362 Tree=1314 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=25.3052 18.5753 15.9533 threshold=0.10491000000000002 -0.12851999999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5766993279201095e-05 0.00019153122018354183 -0.00012391888306953044 -6.6621538326071597e-05 leaf_weight=48.866484355181456 66.970795642584562 152.31073605082929 30.511638041585684 leaf_count=192 351 1594 142 internal_value=0 -7.29823e-05 0.000110733 internal_weight=0 201.177 97.4824 internal_count=2279 1786 493 is_linear=0 shrinkage=0.000295965 Tree=1315 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=24.1179 18.5625 16.7416 threshold=0.10491000000000002 0.084765000000000021 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8441244815371269e-05 0.00020119184473933949 -0.00038242190907784152 -8.1151618222113011e-05 leaf_weight=183.68507422693074 66.118736572563648 18.009427422657609 30.153303664177656 leaf_count=1596 351 190 142 internal_value=0 -7.8296e-05 0.000112761 internal_weight=0 201.695 96.272 internal_count=2279 1786 493 is_linear=0 shrinkage=0.00031408 Tree=1316 num_leaves=4 num_cat=0 split_feature=128 39 0 split_gain=21.1866 21.0086 0.951581 threshold=0.086435000000000012 0.0095750000000000019 -0.081594999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0458294142521004e-05 -0.00048216605353863855 0.00018747701514308088 -0.00031450508206612519 leaf_weight=235.92288943845779 5.6868407288566232 50.987031772732735 7.8662448935210687 leaf_count=1924 67 249 93 internal_value=0 8.28109e-06 -0.000385434 internal_weight=0 286.91 13.5531 internal_count=2333 2173 160 is_linear=0 shrinkage=0.000307922 Tree=1317 num_leaves=4 num_cat=0 split_feature=128 484 0 split_gain=20.67 16.2935 0.967815 threshold=0.086435000000000012 -0.0048499999999999993 -0.081804999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074492460194477961 -0.0016440948239731406 0.0001114472147085668 -0.0010623283221091356 leaf_weight=25.620483829639852 5.2746208347380161 241.3288572281599 7.3429003106430155 leaf_count=359 65 1814 95 internal_value=0 2.92095e-05 -0.00130765 internal_weight=0 266.949 12.6175 internal_count=2333 2173 160 is_linear=0 shrinkage=0.00102138 Tree=1318 num_leaves=4 num_cat=0 split_feature=128 39 0 split_gain=20.9032 19.9147 0.924601 threshold=0.086435000000000012 0.0095750000000000019 -0.081594999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8834973640404966e-05 -0.00048940778776791543 0.00018834599952591741 -0.00031984786991593448 leaf_weight=236.25157507881522 5.6181782903149724 50.54391248524189 7.7908517587929946 leaf_count=1924 67 249 93 internal_value=0 9.45029e-06 -0.000391486 internal_weight=0 286.795 13.409 internal_count=2333 2173 160 is_linear=0 shrinkage=0.00031408 Tree=1319 num_leaves=4 num_cat=0 split_feature=128 39 0 split_gain=20.3324 20.7087 0.917373 threshold=0.086435000000000012 0.0095750000000000019 -0.08155999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8335600241420592e-05 -0.00048286817914557366 0.00019250217004278285 -0.00031370618324043619 leaf_weight=236.65663064084947 5.6378521332517266 50.876516103744507 7.6839043218642455 leaf_count=1924 68 249 92 internal_value=0 1.07499e-05 -0.000385885 internal_weight=0 287.533 13.3218 internal_count=2333 2173 160 is_linear=0 shrinkage=0.00031408 Tree=1320 num_leaves=4 num_cat=0 split_feature=2 11 4 split_gain=19.6985 20.7493 18.5339 threshold=0.08826500000000001 0.081790000000000015 0.23993500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066758883908133294 0.00036653103795665872 -0.0010626033289365632 0.00076098031475814291 leaf_weight=87.894857224076986 154.1249326672405 16.766586385667324 15.976467672735451 leaf_count=996 1073 105 85 internal_value=0 0.000226212 -0.000447761 internal_weight=0 170.892 103.871 internal_count=2259 1178 1081 is_linear=0 shrinkage=0.00122064 Tree=1321 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=22.947 24.4533 19.195 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015068599298094444 -0.00025419034618814207 -0.00018674366890343778 8.9928014416116044e-05 leaf_weight=25.101418912410736 16.165398992598057 88.65139171667397 169.37525290902704 leaf_count=129 93 952 1085 internal_value=0 -0.000112271 5.99233e-05 internal_weight=0 113.753 185.541 internal_count=2259 1081 1178 is_linear=0 shrinkage=0.000301884 Tree=1322 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=21.697 22.9375 19.3682 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014562131037316212 -0.00025977541961808866 -0.00018383822031980211 8.6659838491445477e-05 leaf_weight=24.6346340700984 16.097914304584265 88.030719724483788 168.1668587885797 leaf_count=129 93 952 1085 internal_value=0 -0.000111788 5.63705e-05 internal_weight=0 112.665 184.265 internal_count=2259 1081 1178 is_linear=0 shrinkage=0.000301884 Tree=1323 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=21.4821 22.1292 19.8697 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014949345356166162 -0.00027444315959891945 -0.00018971038070452693 9.1029087248695084e-05 leaf_weight=24.228384740650654 16.069881569594145 87.239725925959647 166.96056148782372 leaf_count=129 93 952 1085 internal_value=0 -0.000115969 5.89157e-05 internal_weight=0 111.468 183.03 internal_count=2259 1081 1178 is_linear=0 shrinkage=0.00031408 Tree=1324 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=25.038 21.4193 3.03495 threshold=0.12419000000000001 -1.0000000180025095e-35 0.082810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021012692725980281 0.00018402706223397515 2.04598430511152e-05 0.00036983850687008469 leaf_weight=48.886851974762976 24.510434947907925 211.99722678400576 13.476752478629349 leaf_count=601 142 1448 69 internal_value=0 -2.27618e-05 0.0002501 internal_weight=0 260.884 37.9872 internal_count=2260 2049 211 is_linear=0 shrinkage=0.00031408 Tree=1325 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=20.3281 19.6838 3.2977 threshold=0.12419000000000001 -1.0000000180025095e-35 0.082810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063395131481684881 0.00051622750356416667 7.357055509886679e-05 0.0011446829473626184 leaf_weight=44.621644552797079 21.991908442229033 197.90816876478493 11.968516547232865 leaf_count=601 142 1448 69 internal_value=0 -5.66419e-05 0.00073823 internal_weight=0 242.53 33.9604 internal_count=2260 2049 211 is_linear=0 shrinkage=0.000962469 Tree=1326 num_leaves=4 num_cat=0 split_feature=1 457 42 split_gain=24.5577 23.7694 3.0825 threshold=0.12419000000000001 0.080930000000000016 0.082810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5106015224059328e-05 0.00017831963139063341 0.00018086675245094057 0.00036296839416135733 leaf_weight=214.59100223518908 24.285499006509781 45.054508671164513 13.303455319255589 leaf_count=1870 142 179 69 internal_value=0 -2.24139e-05 0.000243821 internal_weight=0 259.646 37.589 internal_count=2260 2049 211 is_linear=0 shrinkage=0.000307922 Tree=1327 num_leaves=4 num_cat=0 split_feature=1 457 42 split_gain=19.7122 19.3637 3.28482 threshold=0.12419000000000001 0.080930000000000016 0.082810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018055387940547587 0.0005088146614018002 0.00053636762266666763 0.001139879412354077 leaf_weight=200.35977895930409 21.889418359845877 42.240886393934488 11.773867562413214 leaf_count=1870 142 179 69 internal_value=0 -5.56933e-05 0.000730053 internal_weight=0 242.601 33.6633 internal_count=2260 2049 211 is_linear=0 shrinkage=0.000962469 Tree=1328 num_leaves=4 num_cat=0 split_feature=1213 14 3 split_gain=18.4398 17.6901 0.109507 threshold=-0.080769999999999995 0.076175000000000007 -0.072269999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012363094996082392 0.00012481639562265199 -0.0013398571788988325 -0.0014911693257518687 leaf_weight=9.8263320559635741 259.28731933049858 11.370120752602814 3.7649444863200179 leaf_count=216 2004 78 33 internal_value=0 6.31964e-05 -0.0013089 internal_weight=0 270.657 13.5913 internal_count=2331 2082 249 is_linear=0 shrinkage=0.00115024 Tree=1329 num_leaves=4 num_cat=0 split_feature=1213 14 3 split_gain=17.9705 17.0162 0.101471 threshold=-0.080769999999999995 0.076175000000000007 -0.072269999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011403930905104355 0.00011271992332134479 -0.0012189970066732044 -0.001370672247955441 leaf_weight=9.6231278525665385 259.29867232870311 11.287969697266815 3.6999588161706916 leaf_count=216 2004 78 33 internal_value=0 5.70831e-05 -0.00120621 internal_weight=0 270.587 13.3231 internal_count=2331 2082 249 is_linear=0 shrinkage=0.00106264 Tree=1330 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=23.8457 33.7569 23.1744 threshold=0.089790000000000023 -0.16223499999999996 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017376742891725023 0.00014461081614555252 -0.0001786427359137457 -0.00014865791345240739 leaf_weight=35.38206522166729 125.59901533648372 110.53092420380563 33.697355698794127 leaf_count=107 675 1376 173 internal_value=0 -9.31761e-05 8.25627e-05 internal_weight=0 145.913 159.296 internal_count=2331 1483 848 is_linear=0 shrinkage=0.00031408 Tree=1331 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=23.8949 33.5394 23.4255 threshold=0.089790000000000023 -0.15395999999999996 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001687518647053626 0.00014726761073422548 -0.00018454760399953148 -0.00015246942064563919 leaf_weight=36.909544948488474 126.74681325256824 108.90568949747831 33.90427109785378 leaf_count=119 675 1364 173 internal_value=0 -9.51081e-05 8.39996e-05 internal_weight=0 145.815 160.651 internal_count=2331 1483 848 is_linear=0 shrinkage=0.000320362 Tree=1332 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=26.7094 20.9696 14.2781 threshold=0.10491000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014236758819823739 0.00020753238769317253 -9.8036847857427368e-05 -3.8377153290371494e-05 leaf_weight=39.846058797091246 72.684748321771622 156.75468131527305 28.897844754159451 leaf_count=168 368 1573 135 internal_value=0 -4.93038e-05 0.000137583 internal_weight=0 196.601 101.583 internal_count=2244 1741 503 is_linear=0 shrinkage=0.000295965 Tree=1333 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=26.9468 21.9222 14.4767 threshold=0.10491000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016418357862278869 0.0002316394749179893 -0.00010783917170394773 -4.1970374949891596e-05 leaf_weight=39.600396808236837 72.896463450044394 156.95097686164081 28.798673216253519 leaf_count=168 368 1573 135 internal_value=0 -5.30225e-05 0.000154164 internal_weight=0 196.551 101.695 internal_count=2244 1741 503 is_linear=0 shrinkage=0.000326769 Tree=1334 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=26.8306 22.0427 7.26687 threshold=0.10491000000000002 -0.11372999999999998 0.25155500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014751218276434048 0.00016956387202305917 -9.7644246443662558e-05 -5.8883245142138392e-05 leaf_weight=40.265458889305592 88.720460794866085 158.63254918996245 14.131004605442284 leaf_count=168 415 1573 88 internal_value=0 -4.80047e-05 0.000138172 internal_weight=0 198.898 102.851 internal_count=2244 1741 503 is_linear=0 shrinkage=0.000295965 Tree=1335 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=27.8142 22.4893 6.89035 threshold=0.10491000000000002 -0.11372999999999998 0.14445500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017287364701141527 0.00012152007991035823 -0.0001125785278640163 0.00035250660315578984 leaf_weight=39.877014368772507 85.19881958141923 159.16402054298669 18.090548668056726 leaf_count=168 411 1573 92 internal_value=0 -5.53783e-05 0.000162034 internal_weight=0 199.041 103.289 internal_count=2244 1741 503 is_linear=0 shrinkage=0.000339971 Tree=1336 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=26.2686 19.3168 16.0795 threshold=0.10114000000000002 -0.12077499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013212330851500924 4.5931468649090893e-05 -0.00011532952037761 0.00030164809293169474 leaf_weight=37.06334375962615 81.566326800733805 154.68658016528934 32.632690604776144 leaf_count=150 395 1561 187 internal_value=0 -6.7491e-05 0.000119041 internal_weight=0 191.75 114.199 internal_count=2293 1711 582 is_linear=0 shrinkage=0.000307922 Tree=1337 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=26.5958 15.8638 3.00518 threshold=0.12337000000000002 0.11865500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8412592770779056e-05 0.00030754293324948952 -0.00044509993251676434 0.00013463172299650714 leaf_weight=256.35492246411741 23.716847464442253 8.5178335662931186 16.00603948161006 leaf_count=2026 128 47 92 internal_value=0 -3.21652e-05 0.000237968 internal_weight=0 264.873 39.7229 internal_count=2293 2073 220 is_linear=0 shrinkage=0.000307922 Tree=1338 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=24.7597 17.2846 3.04398 threshold=0.12337000000000002 0.09202500000000001 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5892071859206038e-06 0.00030049007267306618 -0.00021355768286323142 0.00012575537281718909 leaf_weight=221.28091790340841 22.493132315576077 40.196199364960194 15.308294512331484 leaf_count=1676 128 397 92 internal_value=0 -3.14979e-05 0.000229828 internal_weight=0 261.477 37.8014 internal_count=2293 2073 220 is_linear=0 shrinkage=0.000301884 Tree=1339 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=20.5189 17.6675 3.42892 threshold=0.12337000000000002 0.11865500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3609457525540635e-05 0.0012346999590777418 -0.0019244470090133033 0.00043511038451668325 leaf_weight=237.37399293668568 20.468628585338593 8.0726257320493442 14.042570117861031 leaf_count=2026 128 47 92 internal_value=0 -0.000115285 0.000909768 internal_weight=0 245.447 34.5112 internal_count=2293 2073 220 is_linear=0 shrinkage=0.00124506 Tree=1340 num_leaves=4 num_cat=0 split_feature=123 1456 4 split_gain=19.0716 18.9243 5.14489 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2730933019085842e-05 0.0011368120775859872 -0.0013652285376721763 0.00031895752235589067 leaf_weight=232.14232782181352 18.755886524915695 12.282091577537356 16.200486849993467 leaf_count=1864 82 205 106 internal_value=0 -8.0794e-05 0.000758159 internal_weight=0 244.424 34.9564 internal_count=2257 2069 188 is_linear=0 shrinkage=0.00106264 Tree=1341 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=18.43 18.4521 5.18277 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2694770372743574e-05 0.00032799146254799581 -0.0013868538846265018 0.0011684298299010931 leaf_weight=232.13422871101648 16.611805289983749 12.058383696712552 17.946123130619526 leaf_count=1864 93 205 95 internal_value=0 -8.06547e-05 0.00076484 internal_weight=0 244.193 34.5579 internal_count=2257 2069 188 is_linear=0 shrinkage=0.0010839 Tree=1342 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=17.8143 18.0955 5.15142 threshold=1.0000000180025095e-35 -0.076894999999999977 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087049686744206025 0.00028582334602780856 -0.0001431262022089271 0.0010340014853554866 leaf_weight=17.563052054494619 16.54845217987895 226.40142656303942 17.607397425919771 leaf_count=92 93 1977 95 internal_value=0 -7.00929e-05 0.000671873 internal_weight=0 243.964 34.1558 internal_count=2257 2069 188 is_linear=0 shrinkage=0.000962469 Tree=1343 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=22.6339 20.5805 4.72116 threshold=1.0000000180025095e-35 0.15891500000000003 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1713806341499696e-05 0.00012750312108011035 0.00014714355012013312 0.00036927693755629782 leaf_weight=199.99352083262056 18.022575989365578 58.73941583186388 19.414477910846472 leaf_count=1803 93 266 95 internal_value=0 -2.97499e-05 0.000253009 internal_weight=0 258.733 37.4371 internal_count=2257 2069 188 is_linear=0 shrinkage=0.000339971 Tree=1344 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=21.807 30.0123 threshold=-0.49367499999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011175629074595497 -0.00012919724589250959 0.00067126692559747291 leaf_weight=16.79769079759717 199.91645116731524 61.368006903678179 leaf_count=109 1868 299 internal_value=0 5.88435e-05 internal_weight=0 261.284 internal_count=2276 2167 is_linear=0 shrinkage=0.00100135 Tree=1345 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=21.01 28.7885 threshold=-0.49367499999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011460912627743512 -0.00013145869416583759 0.00068546605019888923 leaf_weight=16.66091039404273 199.83156117703766 61.125460295006633 leaf_count=109 1868 299 internal_value=0 5.99304e-05 internal_weight=0 260.957 internal_count=2276 2167 is_linear=0 shrinkage=0.00104181 Tree=1346 num_leaves=4 num_cat=0 split_feature=42 160 393 split_gain=20.6455 21.7898 16.9318 threshold=-1.0000000180025095e-35 -0.40446999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030551669556563187 -0.00038626789739964562 6.0484755350722399e-05 8.2084764728328183e-05 leaf_weight=37.993976727128029 12.259332835674284 230.51957797259092 17.59863899089396 leaf_count=505 147 1500 124 internal_value=0 3.7897e-05 -0.00018283 internal_weight=0 242.779 55.5926 internal_count=2276 1647 629 is_linear=0 shrinkage=0.000326769 Tree=1347 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=20.2337 27.6701 threshold=-0.49367499999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010429752729961604 -0.00011885582983740472 0.00062168498566149942 leaf_weight=16.540128942579031 200.04053767211735 60.969323515892029 leaf_count=109 1868 299 internal_value=0 5.416e-05 internal_weight=0 261.01 internal_count=2276 2167 is_linear=0 shrinkage=0.000962469 Tree=1348 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=25.3235 26.5463 14.7461 threshold=0.10098000000000001 -0.10075499999999998 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013871566881240544 0.00017032194059788286 -0.00012614449358943865 -0.00014429272511200123 leaf_weight=47.693239545449615 95.345606341958046 144.67865186743438 16.56641073897481 leaf_count=212 503 1522 74 internal_value=0 -6.04726e-05 0.000123733 internal_weight=0 192.372 111.912 internal_count=2311 1734 577 is_linear=0 shrinkage=0.000307922 Tree=1349 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=18.1492 21.3858 14.2597 threshold=0.10491000000000002 -0.10075499999999998 0.11893500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041420380514135753 0.00056699364551305404 -0.00033331136059383781 -0.00046154216945189041 leaf_weight=49.472646340727806 74.992070319131017 144.80765250325203 15.697194717824457 leaf_count=239 425 1574 73 internal_value=0 -0.000142938 0.000388907 internal_weight=0 194.28 90.6893 internal_count=2311 1813 498 is_linear=0 shrinkage=0.000981718 Tree=1350 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=23.9719 26.493 14.802 threshold=0.10098000000000001 -0.10075499999999998 0.27717500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013975570613452117 0.00016860789367634344 -0.00012365956473525685 -0.00013478166391736268 leaf_weight=48.075371475890279 94.774700902402401 146.39916222728789 18.155343122780323 leaf_count=212 459 1522 118 internal_value=0 -5.85343e-05 0.000119819 internal_weight=0 194.475 112.93 internal_count=2311 1734 577 is_linear=0 shrinkage=0.000307922 Tree=1351 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=17.5405 17.7885 14.005 threshold=0.10098000000000001 0.059940000000000007 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029013496909968608 0.00051294254812384 0.00060255693440279209 -0.000508920106989755 leaf_weight=155.13146375864744 87.35505542345345 26.137600958347321 15.879167474806307 leaf_count=1660 503 74 74 internal_value=0 -0.000161366 0.000355698 internal_weight=0 181.269 103.234 internal_count=2311 1734 577 is_linear=0 shrinkage=0.00100135 Tree=1352 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=23.3809 22.4844 3.35449 threshold=0.27467500000000006 1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6941073548412893e-05 0.00031028557716853225 0.00044749970188879 0.00011706654582899956 leaf_weight=253.07383453007787 28.835532672703266 10.665499262511728 13.602233506739138 leaf_count=2005 156 27 82 internal_value=0 -7.7239e-06 0.000248435 internal_weight=0 263.739 42.4378 internal_count=2270 2032 238 is_linear=0 shrinkage=0.000320362 Tree=1353 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=25.0408 23.0615 3.75663 threshold=0.27467500000000006 1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0988625038295676e-05 0.00032426861245195271 0.00045911035872218248 9.1483008450682596e-05 leaf_weight=256.95595053490251 25.912986695766449 10.243857204914091 12.314140867441891 leaf_count=2005 156 27 82 internal_value=0 -5.06344e-05 0.000249364 internal_weight=0 267.2 38.2271 internal_count=2270 2032 238 is_linear=0 shrinkage=0.00034677 Tree=1354 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=19.4734 20.1377 7.3904 threshold=0.18829500000000002 -0.53299999999999992 0.0021900000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010666864696044387 -0.0010286160761217038 0.00021511164319237309 0.00015221283295585152 leaf_weight=10.930751537904142 17.279336586594585 249.48822612594813 6.1419603088870636 leaf_count=140 224 1860 46 internal_value=0 0.000161236 -0.000719086 internal_weight=0 260.419 23.4213 internal_count=2270 2000 270 is_linear=0 shrinkage=0.000925095 Tree=1355 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=18.7424 19.518 7.20446 threshold=0.18829500000000002 -0.53299999999999992 0.0021900000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001151004620778905 -0.0011027365080361741 0.00022762749509957814 0.0001609038735550082 leaf_weight=10.721526634879408 17.057924587279562 249.48190363124013 6.1484787110239258 leaf_count=140 224 1860 46 internal_value=0 0.000170742 -0.000768081 internal_weight=0 260.203 23.2064 internal_count=2270 2000 270 is_linear=0 shrinkage=0.00100135 Tree=1356 num_leaves=4 num_cat=0 split_feature=1 454 150 split_gain=17.4205 23.2537 8.96332 threshold=0.10098000000000001 1.0000000180025095e-35 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027064299777560994 0.00021920372125933016 0.0016576763067781548 0.0010055803109993188 leaf_weight=172.15432225633413 76.623796328902245 8.6726586893200857 25.567277349531651 leaf_count=1704 435 18 148 internal_value=0 -0.000177993 0.000416099 internal_weight=0 180.827 102.191 internal_count=2305 1722 583 is_linear=0 shrinkage=0.00115024 Tree=1357 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=16.8334 32.4833 18.0139 threshold=0.077845000000000011 0.025560000000000003 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057388543051380169 -0.00089163528808313547 0.00057695485136348076 0.00025968934788862667 leaf_weight=72.754533510655165 11.443854358047245 26.417691595852375 171.53072201833129 leaf_count=1135 109 67 994 internal_value=0 -0.00026727 0.000187596 internal_weight=0 99.1722 182.975 internal_count=2305 1202 1103 is_linear=0 shrinkage=0.000889172 Tree=1358 num_leaves=4 num_cat=0 split_feature=1 454 150 split_gain=16.4059 22.1512 8.77499 threshold=0.10098000000000001 1.0000000180025095e-35 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000221117402615511 0.0001766200266579945 0.0013577759681947942 0.00083303495652900582 leaf_weight=171.0460600098595 76.163042183965445 8.6283974349498731 25.064517084509134 leaf_count=1704 435 18 148 internal_value=0 -0.000145159 0.000339279 internal_weight=0 179.674 101.228 internal_count=2305 1722 583 is_linear=0 shrinkage=0.000962469 Tree=1359 num_leaves=4 num_cat=0 split_feature=1 454 150 split_gain=15.7459 21.2439 8.60127 threshold=0.10098000000000001 1.0000000180025095e-35 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022091080000447724 0.000176393514627504 0.0013591783923141553 0.00084308152686791928 leaf_weight=170.71749397553504 76.043164530768991 8.5954234451055509 24.698856480419636 leaf_count=1704 435 18 148 internal_value=0 -0.000145032 0.000339974 internal_weight=0 179.313 100.742 internal_count=2305 1722 583 is_linear=0 shrinkage=0.000981718 Tree=1360 num_leaves=4 num_cat=0 split_feature=42 1429 1 split_gain=26.1871 18.0687 16.9463 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10915500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010056969842947548 -0.0012349771844070647 0.00017802332690430468 0.00039137684569876848 leaf_weight=38.188316396437585 9.4586099144071323 213.29860901832581 11.263568148016928 leaf_count=566 99 1543 53 internal_value=0 0.000117924 -0.00068746 internal_weight=0 222.757 49.4519 internal_count=2261 1642 619 is_linear=0 shrinkage=0.00100135 Tree=1361 num_leaves=4 num_cat=0 split_feature=42 42 0 split_gain=25.2647 18.1363 9.71371 threshold=-1.0000000180025095e-35 0.073240000000000013 -0.046359999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00081511848622560588 0.00034891098350132863 -0.00015889380914158068 0.00013634040616272196 leaf_weight=38.032943029887974 114.54293328337371 108.03871745988727 10.911169484257696 leaf_count=571 517 1125 48 internal_value=0 0.000102436 -0.000603038 internal_weight=0 222.582 48.9441 internal_count=2261 1642 619 is_linear=0 shrinkage=0.000889172 Tree=1362 num_leaves=4 num_cat=0 split_feature=42 124 1 split_gain=24.3415 17.9161 16.468 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10915500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010505885295382805 0.00095196974271737056 1.0470739048814974e-05 0.00041608339236069442 leaf_weight=37.279682860709727 25.804744254797697 196.43537316191941 11.241197519004343 leaf_count=566 154 1488 53 internal_value=0 0.000119862 -0.000710764 internal_weight=0 222.24 48.5209 internal_count=2261 1642 619 is_linear=0 shrinkage=0.00106264 Tree=1363 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=27.5993 28.9518 14.3089 threshold=0.045590000000000006 0.15891500000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1869355856448339e-05 -0.00016512721887908491 0.00016147829755181159 0.00015933885548358764 leaf_weight=36.186891816556454 126.97541708033532 33.909994397312403 97.566617324948311 leaf_count=147 1530 139 445 internal_value=0 -9.62772e-05 9.67844e-05 internal_weight=0 160.885 133.754 internal_count=2261 1669 592 is_linear=0 shrinkage=0.00031408 Tree=1364 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=18.7695 22.5354 21.8946 threshold=0.045590000000000006 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028908489641977684 -0.00012416017276707477 0.00019147148792042796 7.1119107567843882e-06 leaf_weight=47.389491867274046 128.0695683779195 31.24529742822051 86.244588270783424 leaf_count=221 1550 128 371 internal_value=0 -6.2242e-05 0.000107133 internal_weight=0 159.315 133.634 internal_count=2270 1678 592 is_linear=0 shrinkage=0.000333305 Tree=1365 num_leaves=4 num_cat=0 split_feature=457 3 2 split_gain=15.589 17.7372 7.52373 threshold=0.069910000000000014 -0.12077499999999998 0.089795000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053425166795679731 7.5473270489459201e-05 -0.00022543932926601007 0.0010171303539552958 leaf_weight=47.32670103572309 16.941993709653616 181.83044658787549 26.734208665788174 leaf_count=228 87 1847 108 internal_value=0 -6.85126e-05 0.000652054 internal_weight=0 229.157 43.6762 internal_count=2270 2075 195 is_linear=0 shrinkage=0.00110557 Tree=1366 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=14.9751 25.4935 threshold=0.062655000000000016 -0.12851999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0006280406596668491 -0.0011542538945990754 -9.8457247797622925e-05 leaf_weight=68.058580338954926 10.470442879945038 193.9133334280923 leaf_count=254 73 1943 internal_value=0 9.03141e-05 internal_weight=0 261.972 internal_count=2270 2197 is_linear=0 shrinkage=0.00102138 Tree=1367 num_leaves=4 num_cat=0 split_feature=12 43 4 split_gain=19.7397 21.9645 21.3342 threshold=0.045590000000000006 -0.042754999999999994 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026353850354580608 -0.00011321844932038447 7.2617927460707275e-06 0.00016657918594041967 leaf_weight=47.359774466603994 128.13183642458171 85.442460145801306 30.78740156441927 leaf_count=221 1550 371 128 internal_value=0 9.86796e-05 -5.89998e-05 internal_weight=0 132.802 158.919 internal_count=2270 592 1678 is_linear=0 shrinkage=0.000301884 Tree=1368 num_leaves=4 num_cat=0 split_feature=123 50 52 split_gain=21.6122 19.0211 2.56803 threshold=1.0000000180025095e-35 0.10124500000000002 -0.0093349999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5597327297897389e-05 0.00030394011955128781 -0.00032979407544333773 0.00012438324249357008 leaf_weight=235.17963699996471 19.93626906722784 21.571477342396975 13.918685983866451 leaf_count=1838 100 266 86 internal_value=0 -4.20178e-05 0.000230231 internal_weight=0 256.751 33.855 internal_count=2290 2104 186 is_linear=0 shrinkage=0.000320362 Tree=1369 num_leaves=4 num_cat=0 split_feature=123 457 52 split_gain=20.9231 19.7069 2.64461 threshold=1.0000000180025095e-35 0.083415000000000017 -0.0093349999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7573606152997313e-05 0.00030998364679541232 0.00018353695664613149 0.00012329801112106095 leaf_weight=219.23491774126887 19.80190385133028 35.901924896985292 13.771477110683916 leaf_count=1960 100 144 86 internal_value=0 -4.08201e-05 0.000233521 internal_weight=0 255.137 33.5734 internal_count=2290 2104 186 is_linear=0 shrinkage=0.000326769 Tree=1370 num_leaves=4 num_cat=0 split_feature=123 50 52 split_gain=17.7555 18.328 2.84143 threshold=1.0000000180025095e-35 0.10124500000000002 -0.0093349999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0959459951636293e-05 0.00093498009030191555 -0.0010470603606746653 0.0003169756967321964 leaf_weight=219.61169309634715 18.243440646678213 19.772717387415469 12.6587030403316 leaf_count=1838 100 266 86 internal_value=0 -0.000124138 0.000682174 internal_weight=0 239.384 30.9021 internal_count=2290 2104 186 is_linear=0 shrinkage=0.00100135 Tree=1371 num_leaves=4 num_cat=0 split_feature=123 457 52 split_gain=23.0241 19.2179 2.55824 threshold=1.0000000180025095e-35 0.083415000000000017 -0.0093349999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.644774965017296e-05 0.00029567729072444554 0.000166703261670049 0.0001250001548809004 leaf_weight=219.90821810346097 20.301952928304672 35.824802562594414 14.184056516736744 leaf_count=1960 100 144 86 internal_value=0 -4.23756e-05 0.000225586 internal_weight=0 255.733 34.486 internal_count=2290 2104 186 is_linear=0 shrinkage=0.000307922 Tree=1372 num_leaves=4 num_cat=0 split_feature=52 14 49 split_gain=24.4536 21.1902 2.60539 threshold=-0.24600999999999998 0.078235000000000013 -0.036809999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003940752563306624 0.00015293765329459804 -0.0014818689209216611 -0.0012276016889547123 leaf_weight=5.1462976112961796 242.8273640871048 8.5439877249300462 16.611708287149668 leaf_count=23 1946 61 229 internal_value=0 9.72631e-05 -0.00103097 internal_weight=0 251.371 21.758 internal_count=2259 2007 252 is_linear=0 shrinkage=0.00102138 Tree=1373 num_leaves=4 num_cat=0 split_feature=52 14 49 split_gain=23.6932 20.4145 2.62536 threshold=-0.24600999999999998 0.078235000000000013 -0.036809999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039293599687165794 0.00015249712371798941 -0.0014914836235665227 -0.0012482509110949976 leaf_weight=5.1467980965971973 242.82843794114888 8.4656282402574998 16.293541565537453 leaf_count=23 1946 61 229 internal_value=0 9.70054e-05 -0.00104346 internal_weight=0 251.294 21.4403 internal_count=2259 2007 252 is_linear=0 shrinkage=0.00104181 Tree=1374 num_leaves=4 num_cat=0 split_feature=52 403 2 split_gain=22.9563 20.293 2.4082 threshold=-0.24600999999999998 -1.0000000180025095e-35 0.11230000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014319212027541499 -0.00073684983591340558 0.00024570028175327973 -0.00051434494916909859 leaf_weight=15.525952839292588 34.95179888792336 216.26701295934618 5.6019739992916575 leaf_count=193 526 1481 59 internal_value=0 0.000108954 -0.00118931 internal_weight=0 251.219 21.1279 internal_count=2259 2007 252 is_linear=0 shrinkage=0.00119671 Tree=1375 num_leaves=4 num_cat=0 split_feature=52 403 49 split_gain=22.212 19.4906 2.72548 threshold=-0.24600999999999998 -1.0000000180025095e-35 -0.036809999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036497889905237586 -0.00063182057316867762 0.00020917104787491147 -0.0012408368397675608 leaf_weight=5.134554065763953 34.693042155355215 216.19414307083935 15.718141161836682 leaf_count=23 526 1481 229 internal_value=0 9.28383e-05 -0.00102571 internal_weight=0 250.887 20.8527 internal_count=2259 2007 252 is_linear=0 shrinkage=0.00104181 Tree=1376 num_leaves=4 num_cat=0 split_feature=13 43 133 split_gain=19.7228 23.5011 14.1635 threshold=-0.090759999999999993 -0.074459999999999985 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003559724096075667 0.00033771844136499249 -0.00047506423424771739 0.00098274763766903516 leaf_weight=15.237276315689085 85.91440539713949 125.11803704686463 43.889000101014972 leaf_count=142 829 1078 215 internal_value=0 -0.000144168 0.000637746 internal_weight=0 211.032 59.1263 internal_count=2264 1907 357 is_linear=0 shrinkage=0.00119671 Tree=1377 num_leaves=4 num_cat=0 split_feature=13 43 133 split_gain=20.901 21.5906 15.1533 threshold=-0.090439999999999979 -0.083134999999999987 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3663044945971831e-05 0.00010499999987510475 -0.00010425326787855203 0.00025338364720646001 leaf_weight=16.717737814411521 70.895398952066898 154.85012584365904 48.065970435738564 leaf_count=146 555 1342 221 internal_value=0 -3.85339e-05 0.000163825 internal_weight=0 225.746 64.7837 internal_count=2264 1897 367 is_linear=0 shrinkage=0.00031408 Tree=1378 num_leaves=4 num_cat=0 split_feature=13 43 133 split_gain=18.9512 22.445 13.6444 threshold=-0.090759999999999993 -0.074459999999999985 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029143620190805403 0.00027533915326195997 -0.00038885451644435581 0.00080867229804629356 leaf_weight=15.238206189125775 86.127611278556287 125.08261609263718 43.68160330876708 leaf_count=142 829 1078 215 internal_value=0 -0.000118008 0.000524153 internal_weight=0 211.21 58.9198 internal_count=2264 1907 357 is_linear=0 shrinkage=0.00100135 Tree=1379 num_leaves=4 num_cat=0 split_feature=13 43 133 split_gain=20.3442 21.432 14.4175 threshold=-0.090439999999999979 -0.083134999999999987 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7480027105059133e-05 0.00010312652876166728 -0.00010142424479480714 0.00024533932269573528 leaf_weight=16.654972268268466 70.661134107969701 155.22198746167123 47.535911098122597 leaf_count=146 555 1342 221 internal_value=0 -3.7433e-05 0.000158986 internal_weight=0 225.883 64.1909 internal_count=2264 1897 367 is_linear=0 shrinkage=0.000307922 Tree=1380 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=25.3593 18.9761 0.29495 threshold=-1.0000000180025095e-35 0.075120000000000006 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042803772358925951 4.2306801670661933e-05 -0.00033381832293208536 -0.00033572995404171368 leaf_weight=4.8493635654449454 257.98075562343001 12.29124829918146 10.527324424125252 leaf_count=34 1849 177 184 internal_value=0 2.51793e-05 -0.000365336 internal_weight=0 270.272 15.3767 internal_count=2244 2026 218 is_linear=0 shrinkage=0.000295965 Tree=1381 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=22.9328 17.5668 0.278276 threshold=-1.0000000180025095e-35 0.075120000000000006 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015122653019704977 0.00014908531530941681 -0.0011766151153291134 -0.0011768250962234186 leaf_weight=4.2334519065916529 241.92499313130975 11.338966641575096 9.7413019016385061 leaf_count=30 1849 177 188 internal_value=0 8.96477e-05 -0.00128037 internal_weight=0 253.264 13.9748 internal_count=2244 2026 218 is_linear=0 shrinkage=0.00104181 Tree=1382 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=24.9364 19.0515 0.260641 threshold=-1.0000000180025095e-35 0.075120000000000006 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044089815323147889 4.4553435130528077e-05 -0.00034796068949529416 -0.00034953906685737668 leaf_weight=4.7952352017164221 257.64903050754219 12.264627013355492 10.36162102408707 leaf_count=34 1849 177 184 internal_value=0 2.66946e-05 -0.000378961 internal_weight=0 269.914 15.1569 internal_count=2244 2026 218 is_linear=0 shrinkage=0.000307922 Tree=1383 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=22.3432 16.9941 0.26037 threshold=-1.0000000180025095e-35 0.075120000000000006 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012819078285376867 0.00012441164280831897 -0.00099433920510389666 -0.0010020099670428662 leaf_weight=4.1720137000083914 242.22595040034503 11.213833523914216 9.5661451183259469 leaf_count=30 1849 177 188 internal_value=0 7.48396e-05 -0.00108867 internal_weight=0 253.44 13.7382 internal_count=2244 2026 218 is_linear=0 shrinkage=0.000889172 Tree=1384 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=21.2585 23.0955 threshold=-0.24689499999999998 -0.11880499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029749819434145129 0.00013644336708019703 -8.4564154712840194e-05 leaf_weight=20.447723794728518 60.233414148911834 206.50804196950048 leaf_count=114 264 1885 internal_value=0 -3.46518e-05 internal_weight=0 266.741 internal_count=2263 2149 is_linear=0 shrinkage=0.00031408 Tree=1385 num_leaves=4 num_cat=0 split_feature=484 3 12 split_gain=19.9299 17.9285 3.07404 threshold=-0.0048499999999999993 -0.11880499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7533988476999255e-05 0.00049102354267306137 -8.571365098016353e-05 -0.00093662558948787969 leaf_weight=3.4709015414118793 51.92267132177949 193.71638642344624 19.952791521325707 leaf_count=15 223 1674 351 internal_value=0 3.62245e-05 -0.000805027 internal_weight=0 245.639 23.4237 internal_count=2263 1897 366 is_linear=0 shrinkage=0.000871738 Tree=1386 num_leaves=4 num_cat=0 split_feature=484 2 4 split_gain=21.8474 19.2008 2.976 threshold=-0.0048499999999999993 0.08826500000000001 0.25025000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032910951615507789 -8.7669562764061294e-05 8.0149596635060511e-05 -6.2964711706965269e-05 leaf_weight=20.40982016641647 101.17680065240711 160.93709755968302 4.7248524799942961 leaf_count=346 890 1007 20 internal_value=0 1.53692e-05 -0.000279165 internal_weight=0 262.114 25.1347 internal_count=2263 1897 366 is_linear=0 shrinkage=0.000301884 Tree=1387 num_leaves=4 num_cat=0 split_feature=484 2 12 split_gain=19.3394 17.5098 3.42972 threshold=-0.0048499999999999993 0.08826500000000001 -0.062539999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6947955780868211e-05 -0.0003206986709159515 0.00027353599733199064 -0.001159069535280319 leaf_weight=3.2152604237198856 94.837704604491591 150.96098249591887 19.933723189868033 leaf_count=13 890 1007 353 internal_value=0 4.42524e-05 -0.00099166 internal_weight=0 245.799 23.149 internal_count=2263 1897 366 is_linear=0 shrinkage=0.0010839 Tree=1388 num_leaves=4 num_cat=0 split_feature=403 133 16 split_gain=16.9528 17.8868 1.58222 threshold=-0.088654999999999984 -0.39935999999999994 -0.091924999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045231561696045409 -0.0013115540459309133 0.00010266685118045759 -0.0011927899550473555 leaf_weight=4.1423890721052912 10.094139767810701 241.46846272330731 13.250722821801899 leaf_count=50 123 1832 250 internal_value=0 4.58249e-05 -0.00101713 internal_weight=0 251.563 17.3931 internal_count=2255 1955 300 is_linear=0 shrinkage=0.00104181 Tree=1389 num_leaves=4 num_cat=0 split_feature=403 484 1 split_gain=16.4667 17.4801 1.45205 threshold=-0.088654999999999984 -0.0048499999999999993 0.091105000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089133487415985618 -0.00061607318048328074 0.0001006260175149047 -0.00034169575862759752 leaf_weight=13.196144802495839 23.371551938354969 228.05144145805389 3.9180610738694659 leaf_count=259 349 1606 41 internal_value=0 3.3962e-05 -0.000766024 internal_weight=0 251.423 17.1142 internal_count=2255 1955 300 is_linear=0 shrinkage=0.00078956 Tree=1390 num_leaves=4 num_cat=0 split_feature=403 484 16 split_gain=15.9961 16.8078 1.72049 threshold=-0.088654999999999984 -0.0048499999999999993 -0.092714999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004266969946309534 -0.00086658315861905103 0.00014050963364805187 -0.0012847078243104128 leaf_weight=3.8880257941782501 23.200795924291015 228.02876681368798 12.950439241714774 leaf_count=46 349 1606 254 internal_value=0 4.74468e-05 -0.0010873 internal_weight=0 251.23 16.8385 internal_count=2255 1955 300 is_linear=0 shrinkage=0.00112769 Tree=1391 num_leaves=3 num_cat=0 split_feature=133 403 split_gain=15.6755 17.2018 threshold=-0.39935999999999994 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0012764843107590091 -0.00097863380778862009 9.6671710153855084e-05 leaf_weight=9.971779693849383 16.568414774723351 241.06986674107611 leaf_count=123 300 1832 internal_value=0 2.74527e-05 internal_weight=0 257.638 internal_count=2255 2132 is_linear=0 shrinkage=0.00102138 Tree=1392 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=16.7085 18.6802 threshold=0.089365000000000014 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4373558642191457e-05 0.0009887258154268495 -0.0014565509485520186 leaf_weight=244.4909809473902 20.594304222613573 10.269272472709416 leaf_count=2124 88 77 internal_value=0 -2.58296e-05 internal_weight=0 254.76 internal_count=2289 2201 is_linear=0 shrinkage=0.0010839 Tree=1393 num_leaves=4 num_cat=0 split_feature=15 158 14 split_gain=19.8397 20.0906 3.09343 threshold=-0.24297999999999997 0.084765000000000021 -0.30192499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013682591060241333 1.1628371788990175e-05 -0.00031081861232824966 0.00033285428247537463 leaf_weight=14.193216990679501 242.14064814802259 20.671139899641275 18.13422004878521 leaf_count=78 1877 214 120 internal_value=0 -1.3754e-05 0.00024692 internal_weight=0 262.812 32.3274 internal_count=2289 2091 198 is_linear=0 shrinkage=0.00031408 Tree=1394 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=16.1718 18.0676 threshold=0.089365000000000014 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.097753527831041e-05 0.0009024220750328062 -0.0013307997052307218 leaf_weight=244.83119530044496 20.416947904974222 10.156157866120337 leaf_count=2124 88 77 internal_value=0 -2.33577e-05 internal_weight=0 254.987 internal_count=2289 2201 is_linear=0 shrinkage=0.00100135 Tree=1395 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=21.9682 19.6241 19.0766 threshold=0.10114000000000002 0.088425000000000017 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9286318917977209e-05 0.00018216268719208742 -0.00033569954366478638 -8.9836233699883879e-05 leaf_weight=167.26317223347723 83.803135208785534 18.290733110159636 29.283834978938103 leaf_count=1384 447 317 141 internal_value=0 -5.05077e-05 0.000111725 internal_weight=0 185.554 113.087 internal_count=2289 1701 588 is_linear=0 shrinkage=0.000290162 Tree=1396 num_leaves=4 num_cat=0 split_feature=160 12 52 split_gain=25.7845 19.4275 0.503005 threshold=-0.40446999999999994 0.083325000000000024 0.42957000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037329758860341755 0.00011060199296884817 -6.2222908687318141e-05 -0.0005042420623134991 leaf_weight=9.4337700027972442 141.81498883664608 136.0759270126 5.1185041293501845 leaf_count=132 640 1425 64 internal_value=0 2.59757e-05 -0.000419955 internal_weight=0 277.891 14.5523 internal_count=2261 2065 196 is_linear=0 shrinkage=0.000326769 Tree=1397 num_leaves=4 num_cat=0 split_feature=160 11 52 split_gain=23.7084 17.4313 0.536158 threshold=-0.40446999999999994 0.087830000000000005 0.42957000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010099744462918781 0.00012440363442395373 -0.00099799920309018926 -0.0013951376898428303 leaf_weight=8.4135925592854601 246.66361600765958 11.428348705172537 4.70379973668605 leaf_count=132 1988 77 64 internal_value=0 7.46333e-05 -0.00114992 internal_weight=0 258.092 13.1174 internal_count=2261 2065 196 is_linear=0 shrinkage=0.000889172 Tree=1398 num_leaves=4 num_cat=0 split_feature=160 15 52 split_gain=25.3908 18.2321 0.474726 threshold=-0.40446999999999994 0.082885000000000014 0.42957000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037447702616452558 6.6961661418454577e-05 -0.00014248769680380666 -0.0005029433310615439 leaf_weight=9.3711534868925792 222.37069936655462 55.421495906077325 5.0100994668900958 leaf_count=132 1342 723 64 internal_value=0 2.51681e-05 -0.000419839 internal_weight=0 277.792 14.3813 internal_count=2261 2065 196 is_linear=0 shrinkage=0.000326769 Tree=1399 num_leaves=4 num_cat=0 split_feature=160 11 52 split_gain=23.0569 16.6299 0.518622 threshold=-0.40446999999999994 0.087830000000000005 0.42957000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012247639502933779 0.00014797607192962788 -0.0011879141291616564 -0.0016903757327987414 leaf_weight=8.2882263753563148 247.03280326211825 11.436365671455858 4.6310945730656377 leaf_count=132 1988 77 64 internal_value=0 8.87842e-05 -0.00139392 internal_weight=0 258.469 12.9193 internal_count=2261 2065 196 is_linear=0 shrinkage=0.0010839 Tree=1400 num_leaves=3 num_cat=0 split_feature=43 1186 split_gain=16.5388 15.2818 threshold=0.25537500000000007 0.081240000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2773625502462603e-05 -0.0011808563762613546 0.0011065741907022367 leaf_weight=238.36315646348521 10.695034575648604 11.841482391580938 leaf_count=2028 126 63 internal_value=0 4.02823e-05 internal_weight=0 250.205 internal_count=2217 2091 is_linear=0 shrinkage=0.000962469 Tree=1401 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=16.0049 15.1721 threshold=0.25537500000000007 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011914350493697323 -0.001369797441042663 0.00010844638151145098 leaf_weight=11.974411694332955 10.561911746859549 238.21126137347892 leaf_count=167 126 1924 internal_value=0 4.61452e-05 internal_weight=0 250.186 internal_count=2217 2091 is_linear=0 shrinkage=0.00112769 Tree=1402 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=17.0367 20.7425 3.42278 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.082254999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012212795050693486 0.00029905616409493454 -9.098942349755108e-05 9.2113825958938997e-05 leaf_weight=66.956366220489144 20.00764662399888 179.3341696485877 14.912725977599619 leaf_count=306 99 1724 88 internal_value=0 -3.30465e-05 0.00021078 internal_weight=0 246.291 34.9204 internal_count=2217 2030 187 is_linear=0 shrinkage=0.000326769 Tree=1403 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=16.8576 28.261 25.6688 threshold=1.0000000180025095e-35 -0.099704999999999974 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019093428045482025 9.8575644719890387e-05 -0.00019407248680920744 -0.00019228723363258411 leaf_weight=21.676726527512074 153.49580534547567 72.543634364381433 32.123450100421906 leaf_count=63 856 1077 221 internal_value=0 -0.000105475 4.8224e-05 internal_weight=0 94.2204 185.619 internal_count=2217 1140 1077 is_linear=0 shrinkage=0.000295965 Tree=1404 num_leaves=4 num_cat=0 split_feature=2 31 52 split_gain=20.4823 25.3578 17.0895 threshold=0.088435000000000014 -1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013407453362947127 0.0003580003899700708 -0.00051629787789200126 -0.00094108618590088057 leaf_weight=9.4545502569526416 151.1603716108948 98.076304610818624 12.894659469835458 leaf_count=60 978 1089 154 internal_value=0 -0.00035281 0.000255795 internal_weight=0 107.531 164.055 internal_count=2281 1149 1132 is_linear=0 shrinkage=0.0010839 Tree=1405 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=23.7807 30.2292 17.2671 threshold=0.088435000000000014 -1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017264317893662715 0.00010531621186174499 -0.00019711429946270187 -0.00026256150966419601 leaf_weight=28.956138368695974 162.55162109993398 88.218674765899777 13.62422066926956 leaf_count=155 978 994 154 internal_value=0 -0.000105727 7.68417e-05 internal_weight=0 117.175 176.176 internal_count=2281 1149 1132 is_linear=0 shrinkage=0.00031408 Tree=1406 num_leaves=4 num_cat=0 split_feature=2 31 52 split_gain=19.7041 24.5985 16.3999 threshold=0.088435000000000014 -1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013635056016963385 0.00035743680326088759 -0.00051730601002657943 -0.00094382445016510258 leaf_weight=9.2897642962634546 151.22302218619734 97.827763634733856 12.825381415896116 leaf_count=60 978 1089 154 internal_value=0 -0.000353979 0.000255606 internal_weight=0 107.118 164.048 internal_count=2281 1149 1132 is_linear=0 shrinkage=0.00110557 Tree=1407 num_leaves=4 num_cat=0 split_feature=2 31 52 split_gain=18.8974 23.8124 15.7346 threshold=0.088435000000000014 -1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001160567806410083 0.00029851890589210249 -0.00043337432252766369 -0.00079253882687692779 leaf_weight=9.1083142161369306 151.07694981433451 97.434989803470671 12.744707773439584 leaf_count=60 978 1089 154 internal_value=0 -0.000296926 0.000213556 internal_weight=0 106.543 163.822 internal_count=2281 1149 1132 is_linear=0 shrinkage=0.000943597 Tree=1408 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=23.4333 28.1966 14.0108 threshold=-0.12851999999999997 0.12986500000000004 0.0065400000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021587382179556519 -9.9948641307175712e-05 0.00027477757281118545 -0.00011953716874175522 leaf_weight=63.33132841065526 180.02724168635905 23.254029396921396 15.999229982495306 leaf_count=243 1809 151 75 internal_value=0 -5.70607e-05 0.000148216 internal_weight=0 203.281 79.3306 internal_count=2278 1960 318 is_linear=0 shrinkage=0.000320362 Tree=1409 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=24.2467 28.5356 13.839 threshold=-0.12851999999999997 0.12986500000000004 0.0065400000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020467805693726899 -9.4872724381766236e-05 0.00025761610308932598 -0.00010849914649227642 leaf_weight=63.710511069744825 182.51166202500463 23.622803546488285 16.096388857811689 leaf_count=243 1809 151 75 internal_value=0 -5.44577e-05 0.000141502 internal_weight=0 206.134 79.8069 internal_count=2278 1960 318 is_linear=0 shrinkage=0.000301884 Tree=1410 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=21.6805 20.6262 5.29755 threshold=0.27190000000000009 0.080455000000000013 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7171860246168369e-05 0.00013006027332114622 -0.00045220873455263042 0.00036561179838178289 leaf_weight=225.09019962046295 33.641516536474228 11.271266289055346 13.084336828440426 leaf_count=1919 206 92 61 internal_value=0 -3.79521e-05 0.000196143 internal_weight=0 236.361 46.7259 internal_count=2278 2011 267 is_linear=0 shrinkage=0.00031408 Tree=1411 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=20.1378 23.9613 13.9411 threshold=-0.12851999999999997 0.12986500000000004 0.0065400000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069914759673073417 -0.00031189120470994942 0.00089170428135156661 -0.00043829075077693713 leaf_weight=60.319086518138647 168.85651126969606 20.981801386922598 15.227579537779091 leaf_count=243 1809 151 75 internal_value=0 -0.000178788 0.000469827 internal_weight=0 189.838 75.5467 internal_count=2278 1960 318 is_linear=0 shrinkage=0.00106264 Tree=1412 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=22.8551 26.0387 11.2033 threshold=0.10098000000000001 -0.11372999999999998 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016960218025182359 4.5631061361119511e-05 -0.00014284661174511902 0.00028603939040265387 leaf_weight=35.425733719021082 77.498639460653067 144.95849740505219 28.226016022264957 leaf_count=150 415 1582 148 internal_value=0 -8.14732e-05 0.000109855 internal_weight=0 180.384 105.725 internal_count=2295 1732 563 is_linear=0 shrinkage=0.000326769 Tree=1413 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=18.5088 16.3985 threshold=0.086575000000000013 -0.061994999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034675756610703441 0.0009141411691157322 0.000335099817081292 leaf_weight=170.92202711198479 26.144174318760633 71.680700417608023 leaf_count=1775 120 400 internal_value=0 -0.000145282 internal_weight=0 242.603 internal_count=2295 2175 is_linear=0 shrinkage=0.00119671 Tree=1414 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=22.436 24.9435 11.205 threshold=0.10098000000000001 -0.11372999999999998 0.091155000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013975648728392105 0.00015083630347749875 -0.00012083173311427799 -4.7419711001739283e-05 leaf_weight=35.53890747949481 74.535582788288593 145.42364501580596 31.549477215856314 leaf_count=150 386 1582 177 internal_value=0 -6.96459e-05 9.18774e-05 internal_weight=0 180.963 106.085 internal_count=2295 1732 563 is_linear=0 shrinkage=0.000278894 Tree=1415 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=24.3396 27.8855 12.5385 threshold=0.10098000000000001 -0.11372999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015975872413866288 0.00024754595328394262 -0.00013435633433869879 3.0636992409618773e-05 leaf_weight=36.444753222167492 36.013808835297823 151.1994297252968 74.523687578737736 leaf_count=150 214 1582 349 internal_value=0 -7.72221e-05 0.000101338 internal_weight=0 187.644 110.537 internal_count=2295 1732 563 is_linear=0 shrinkage=0.000301884 Tree=1416 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=22.1943 19.2285 19.1047 threshold=0.082885000000000014 0.15891500000000003 0.077845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010145601177599256 -0.00025652769455101679 0.00039472878718282652 0.0001226632608892143 leaf_weight=67.747602875344455 53.015263649635017 6.3339452072978011 159.77246895059943 leaf_count=655 809 24 805 internal_value=0 -0.000186919 5.59254e-05 internal_weight=0 59.3492 227.52 internal_count=2293 833 1460 is_linear=0 shrinkage=0.000353706 Tree=1417 num_leaves=4 num_cat=0 split_feature=15 4 3 split_gain=22.2867 19.2573 18.7147 threshold=0.082885000000000014 0.15891500000000003 -0.10075499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020880109334776926 -0.00022813960552590964 0.00034456183398040823 -1.8218741425055684e-06 leaf_weight=54.615551598370075 53.677344548515975 6.4750782549381247 174.63584317546338 leaf_count=221 809 24 1239 internal_value=0 -0.000166402 4.8369e-05 internal_weight=0 60.1524 229.251 internal_count=2293 833 1460 is_linear=0 shrinkage=0.00031408 Tree=1418 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=19.0228 33.097 29.7849 threshold=-0.10075499999999998 -0.077774999999999983 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00092595416952846114 -0.00078440054938368729 0.00011325664924655959 -0.00062628333930710232 leaf_weight=45.269344419240952 56.396108107641339 152.54507533367723 17.05079710483551 leaf_count=196 1025 964 108 internal_value=0 -0.000129083 0.0005012 internal_weight=0 208.941 62.3201 internal_count=2293 1989 304 is_linear=0 shrinkage=0.00100135 Tree=1419 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=23.4268 20.6761 19.842 threshold=0.082885000000000014 0.077845000000000011 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0920097713087665e-05 -0.00022179193268750675 0.0001064012451821876 0.00033848186138016589 leaf_weight=68.955223127268255 54.597612716257572 162.19639571756124 6.4227351397275916 leaf_count=655 809 805 24 internal_value=0 4.75353e-05 -0.000162733 internal_weight=0 231.152 61.0203 internal_count=2293 1460 833 is_linear=0 shrinkage=0.000301884 Tree=1420 num_leaves=4 num_cat=0 split_feature=160 130 16 split_gain=17.523 17.7555 0.42908 threshold=-0.40446999999999994 1.0000000180025095e-35 -0.10258499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014406616762653657 9.6442891210029558e-05 -0.00093049129871467212 -0.0010404564498242342 leaf_weight=4.1919445330277085 245.09771571774036 16.636967500671744 7.1325973905622941 leaf_count=49 1821 277 136 internal_value=0 3.11035e-05 -0.00119077 internal_weight=0 261.735 11.3245 internal_count=2283 2098 185 is_linear=0 shrinkage=0.000962469 Tree=1421 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=17.0816 19.0349 threshold=0.50678000000000012 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021619323691276224 0.0010654811336004615 0.00055700439823054299 leaf_weight=214.07441943977028 15.390341967344282 43.191550184041262 leaf_count=1972 122 189 internal_value=0 -8.63519e-05 internal_weight=0 257.266 internal_count=2283 2161 is_linear=0 shrinkage=0.00106264 Tree=1422 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=20.7491 18.7204 14.1067 threshold=0.10384000000000002 -0.10653 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2220533298366238e-05 0.00018441187341340748 -0.00012782459085633813 -6.8070242912418726e-05 leaf_weight=57.319719849154353 69.376797806471586 134.85223099868745 30.063160680234432 leaf_count=236 390 1516 141 internal_value=0 -6.51718e-05 0.000108082 internal_weight=0 192.172 99.44 internal_count=2283 1752 531 is_linear=0 shrinkage=0.000307922 Tree=1423 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=22.0793 19.4544 10.7663 threshold=0.10098000000000001 0.092475000000000016 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010873276909764229 0.00014616034116253756 0.00018545249360428246 -0.00012183622445967942 leaf_weight=157.49569220934063 93.732809960842133 24.631191424094141 16.737975098192692 leaf_count=1549 524 142 68 internal_value=0 -6.89313e-05 0.000105541 internal_weight=0 182.127 110.471 internal_count=2283 1691 592 is_linear=0 shrinkage=0.000307922 Tree=1424 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=31.072 25.7344 15.5176 threshold=0.10098000000000001 -0.11372999999999998 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014269719511231861 0.00019193154590884285 -0.00013625471823266593 -7.6366549842020554e-05 leaf_weight=37.749180536717176 78.963880896568298 149.23462889064103 26.138701688498259 leaf_count=153 420 1550 135 internal_value=0 -7.99298e-05 0.000125205 internal_weight=0 186.984 105.103 internal_count=2258 1703 555 is_linear=0 shrinkage=0.000301884 Tree=1425 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=20.1748 21.7069 12.7072 threshold=0.10098000000000001 -0.11372999999999998 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055454272305495292 0.0006754200371563065 -0.00046936101509693657 -0.00030863566548985162 leaf_weight=35.99840204231441 69.539711350575089 136.57359213661402 24.385991802439094 leaf_count=153 420 1550 135 internal_value=0 -0.000255738 0.000419918 internal_weight=0 172.572 93.9257 internal_count=2258 1703 555 is_linear=0 shrinkage=0.00117324 Tree=1426 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=28.3308 26.7435 14.9776 threshold=0.10098000000000001 -0.11372999999999998 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015228919324977312 0.00018435215757385957 -0.0001339222435852014 -8.7925274143919435e-05 leaf_weight=37.264330450445414 79.416163939982653 147.31320175807923 23.954534403979778 leaf_count=153 411 1550 144 internal_value=0 -7.61293e-05 0.000121252 internal_weight=0 184.578 103.371 internal_count=2258 1703 555 is_linear=0 shrinkage=0.000301884 Tree=1427 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=26.7881 22.9698 14.3612 threshold=0.10098000000000001 -0.11372999999999998 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001527100453506962 0.00020671004891605052 -0.00014464326721696716 -8.4434883466647006e-05 leaf_weight=37.715179432183504 76.733929041773081 146.99792591109872 26.277032177895308 leaf_count=153 420 1550 135 internal_value=0 -8.39194e-05 0.00013244 internal_weight=0 184.713 103.011 internal_count=2258 1703 555 is_linear=0 shrinkage=0.000339971 Tree=1428 num_leaves=4 num_cat=0 split_feature=1446 52 2 split_gain=17.845 17.2767 0.69248 threshold=1.0000000180025095e-35 -0.42890999999999996 0.10682000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011662340845728196 -0.0012168521450359848 0.00012715450433737669 -0.0018321016354577238 leaf_weight=14.465575900860129 7.3692186651751381 241.18197256140411 3.8128249924629927 leaf_count=196 184 1897 30 internal_value=0 5.38877e-05 -0.0014294 internal_weight=0 255.648 11.182 internal_count=2307 2093 214 is_linear=0 shrinkage=0.00115024 Tree=1429 num_leaves=4 num_cat=0 split_feature=1447 52 2 split_gain=19.927 17.1295 0.817874 threshold=-1.0000000180025095e-35 -0.42890999999999996 0.10424000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001077543911178507 -0.0010088837364296871 0.00011663346184177478 -0.0016491253687335491 leaf_weight=8.533600449562071 14.351901989895849 239.82544212695211 3.720322315581142 leaf_count=194 203 1880 30 internal_value=0 5.30111e-05 -0.00125337 internal_weight=0 254.177 12.2539 internal_count=2307 2083 224 is_linear=0 shrinkage=0.00100135 Tree=1430 num_leaves=4 num_cat=0 split_feature=1447 15 3 split_gain=20.679 20.7059 0.805821 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.013944999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000358847600300018 0.00029388752411593642 -1.6345724274876144e-05 -0.00054047700125639867 leaf_weight=9.1869505560025555 27.547864131629467 253.74007061868906 4.2654720284044734 leaf_count=199 170 1913 25 internal_value=0 1.40548e-05 -0.000417123 internal_weight=0 281.288 13.4524 internal_count=2307 2083 224 is_linear=0 shrinkage=0.000339971 Tree=1431 num_leaves=4 num_cat=0 split_feature=1447 1 3 split_gain=20.6307 19.1348 0.766787 threshold=-1.0000000180025095e-35 0.104035 -0.013944999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035498670681828777 -4.6008829396225552e-05 0.00014240763150406784 -0.00053072408942609283 leaf_weight=8.7643563067540509 179.59093965310603 89.80469124391675 4.2293942533433428 leaf_count=199 1597 486 25 internal_value=0 1.68066e-05 -0.000412883 internal_weight=0 269.396 12.9938 internal_count=2307 2083 224 is_linear=0 shrinkage=0.000333305 Tree=1432 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=20.2778 28.4488 21.5296 threshold=0.089765000000000025 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006876672350613225 -0.0012564928062346681 -0.00065047458249889759 0.00037783429117579979 leaf_weight=24.920759411528707 10.569821767508982 87.73868044000119 141.69602663628757 leaf_count=142 76 1085 939 internal_value=0 -0.000354405 0.000264241 internal_weight=0 112.659 152.266 internal_count=2242 1227 1015 is_linear=0 shrinkage=0.00110557 Tree=1433 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=19.4753 27.3895 20.6864 threshold=0.089765000000000025 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063820279406339548 -0.0011665384862190968 -0.00060359015285722632 0.00034853888771389996 leaf_weight=24.738323777914047 10.488813702017067 87.109241779893637 141.50232649967074 leaf_count=142 76 1085 939 internal_value=0 -0.00032887 0.000243851 internal_weight=0 111.848 151.991 internal_count=2242 1227 1015 is_linear=0 shrinkage=0.00104181 Tree=1434 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=18.7031 26.3668 16.3217 threshold=0.089765000000000025 -1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065386814804577371 6.4165916103780813e-05 -0.0006183162237079706 0.00093422245608060152 leaf_weight=24.560009341686964 119.60498007200658 86.493023808114231 32.118783686310053 leaf_count=142 866 1085 149 internal_value=0 -0.000336901 0.000248445 internal_weight=0 111.053 151.724 internal_count=2242 1227 1015 is_linear=0 shrinkage=0.0010839 Tree=1435 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=22.6156 24.8614 20.9234 threshold=0.10114000000000002 -0.12077499999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015591679091582955 0.00019717589558749298 -0.00018234068962728742 -0.0001792270964594625 leaf_weight=34.722807239741087 70.83158665522933 152.1603826303035 26.362800277769566 leaf_count=140 425 1541 136 internal_value=0 -0.000119483 9.5066e-05 internal_weight=0 186.883 97.1944 internal_count=2242 1681 561 is_linear=0 shrinkage=0.00036078 Tree=1436 num_leaves=3 num_cat=0 split_feature=3 31 split_gain=16.2423 16.9762 threshold=0.15015500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014753614500448351 0.00099563988522517917 -0.0001956399082984182 leaf_weight=9.0194252822548133 19.651158288121223 237.40611941367388 leaf_count=53 123 2119 internal_value=0 -0.00013437 internal_weight=0 246.426 internal_count=2295 2172 is_linear=0 shrinkage=0.00119671 Tree=1437 num_leaves=3 num_cat=0 split_feature=3 31 split_gain=15.696 16.488 threshold=0.15015500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013588853823483051 0.00091088076951556832 -0.00017679742193078162 leaf_weight=8.8458780255168659 19.401885397732258 237.26015140162781 leaf_count=53 123 2119 internal_value=0 -0.000121499 internal_weight=0 246.106 internal_count=2295 2172 is_linear=0 shrinkage=0.00110557 Tree=1438 num_leaves=3 num_cat=0 split_feature=13 31 split_gain=15.223 15.9813 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00091987217400232315 0.001129912111372762 -0.00013363021993226156 leaf_weight=13.46620851010084 8.8610753230750543 242.62377346120775 leaf_count=68 55 2172 internal_value=0 -8.90269e-05 internal_weight=0 251.485 internal_count=2295 2227 is_linear=0 shrinkage=0.000925095 Tree=1439 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=18.1229 21.4673 15.4282 threshold=0.10098000000000001 0.0060650000000000009 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015836321871601629 0.00016943885125501876 9.8381385978843226e-05 -0.00014255387742638807 leaf_weight=123.82190159428865 80.304951753467321 54.062060194090009 23.715831458568573 leaf_count=1322 428 393 152 internal_value=0 -8.03318e-05 9.82941e-05 internal_weight=0 177.884 104.021 internal_count=2295 1715 580 is_linear=0 shrinkage=0.000339971 Tree=1440 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=35.8286 22.4908 11.9884 threshold=0.10384000000000002 1.0000000180025095e-35 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001452634347619688 0.00021776563846131897 0.00048700371255581292 -6.6100115787650187e-05 leaf_weight=178.60137778520584 72.172285664826632 7.309022605419158 25.069300409406424 leaf_count=1742 394 17 116 internal_value=0 -0.000120359 0.000144585 internal_weight=0 185.91 97.2416 internal_count=2269 1759 510 is_linear=0 shrinkage=0.000353706 Tree=1441 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=32.9203 21.5667 11.7779 threshold=0.10384000000000002 1.0000000180025095e-35 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011968277217574599 0.00017719458601266316 0.00040075736492072164 -5.9158358568216858e-05 leaf_weight=175.89879221376032 70.468657668679953 7.2442497164010993 25.014290332794189 leaf_count=1742 394 17 116 internal_value=0 -9.90571e-05 0.000115276 internal_weight=0 183.143 95.4829 internal_count=2269 1759 510 is_linear=0 shrinkage=0.000295965 Tree=1442 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=35.1865 22.3536 12.8392 threshold=0.10384000000000002 1.0000000180025095e-35 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011914833161542652 0.00017855774110820039 0.00039783447735914994 -6.1971830717642522e-05 leaf_weight=178.99145192001015 72.229734677821398 7.3116734102368346 25.191142845898867 leaf_count=1742 394 17 116 internal_value=0 -9.88201e-05 0.000116362 internal_weight=0 186.303 97.4209 internal_count=2269 1759 510 is_linear=0 shrinkage=0.000290162 Tree=1443 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=36.8703 22.1674 12.8705 threshold=0.10384000000000002 1.0000000180025095e-35 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013028404987037382 0.00019772958414708826 0.00042994725916216674 -6.4141128825979935e-05 leaf_weight=176.10550831258297 72.580009501427412 7.2358902096748343 24.841223981231451 leaf_count=1742 394 17 116 internal_value=0 -0.000108131 0.000130956 internal_weight=0 183.341 97.4212 internal_count=2269 1759 510 is_linear=0 shrinkage=0.00031408 Tree=1444 num_leaves=4 num_cat=0 split_feature=42 43 474 split_gain=15.8345 19.8366 17.6926 threshold=-1.0000000180025095e-35 -0.15648499999999999 0.082665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090620407202716361 0.0012463125902035768 -1.2495258985335415e-05 0.00094082888392877197 leaf_weight=41.972218246199191 17.315536569803953 194.97740129753947 7.807758522219955 leaf_count=593 67 1587 39 internal_value=0 9.02814e-05 -0.000616256 internal_weight=0 212.293 49.78 internal_count=2286 1654 632 is_linear=0 shrinkage=0.00112769 Tree=1445 num_leaves=4 num_cat=0 split_feature=42 43 474 split_gain=15.2358 19.0443 17.0307 threshold=-1.0000000180025095e-35 -0.15648499999999999 0.082665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089263699990326916 0.0012235803958000056 -1.2215110936210739e-05 0.00092428084505344669 leaf_weight=41.658309471793473 17.242830328643322 194.97612387314439 7.7700612833723417 leaf_count=593 67 1587 39 internal_value=0 8.82945e-05 -0.000606774 internal_weight=0 212.219 49.4284 internal_count=2286 1654 632 is_linear=0 shrinkage=0.00112769 Tree=1446 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=21.201 24.0601 9.69506 threshold=0.083325000000000024 -0.19998499999999997 0.017260000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9626549227139149e-05 0.00040397920961922535 -0.00012631539336076464 -0.00015530905598666942 leaf_weight=123.79230239614844 8.2706567253917438 131.41023774351925 15.254393966868518 leaf_count=574 25 1591 96 internal_value=0 -9.48652e-05 7.16408e-05 internal_weight=0 139.681 139.047 internal_count=2286 1616 670 is_linear=0 shrinkage=0.000301884 Tree=1447 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=21.2314 24.3888 10.863 threshold=0.083325000000000024 -0.19998499999999997 0.022285000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.844442342527578e-05 0.00039491661183575652 -0.00012368057638505021 -0.00016860351242446603 leaf_weight=125.08405237272382 8.4304921198636276 132.77390971686691 14.918531481176613 leaf_count=576 25 1591 94 internal_value=0 -9.2669e-05 6.9969e-05 internal_weight=0 141.204 140.003 internal_count=2286 1616 670 is_linear=0 shrinkage=0.000295965 Tree=1448 num_leaves=4 num_cat=0 split_feature=52 14 16 split_gain=24.0286 14.8627 1.50854 threshold=-0.24600999999999998 0.076175000000000007 0.26450500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054850201503891724 6.4785739442440354e-05 -0.0011486561836406266 -0.001098737394559741 leaf_weight=5.3144558835774687 235.09362107794732 8.2418292649090272 15.942377849481998 leaf_count=62 1966 67 207 internal_value=0 2.35993e-05 -0.000961788 internal_weight=0 243.335 21.2568 internal_count=2302 2033 269 is_linear=0 shrinkage=0.000889172 Tree=1449 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=24.6603 16.6613 1.67093 threshold=-0.24600999999999998 0.10098000000000001 0.26411500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001970240634516553 -5.2152922929658884e-05 0.00013011117557259677 -0.00041767867202783637 leaf_weight=5.2655041543766883 171.57281922828406 87.523002680391073 16.759339232929051 leaf_count=57 1558 475 212 internal_value=0 9.42124e-06 -0.000365143 internal_weight=0 259.096 22.0248 internal_count=2302 2033 269 is_linear=0 shrinkage=0.000339971 Tree=1450 num_leaves=4 num_cat=0 split_feature=16 0 13 split_gain=19.226 20.7924 7.55637 threshold=0.26639000000000007 -0.060199999999999997 0.098990000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.305120459684573e-05 -0.00037514756060477429 0.00018965301996610621 2.3078317601331385e-05 leaf_weight=194.63582227099687 23.313760620541874 60.510769475251436 7.5919901542365542 leaf_count=1740 243 281 38 internal_value=0 1.21472e-05 -0.00027737 internal_weight=0 255.147 30.9058 internal_count=2302 2021 281 is_linear=0 shrinkage=0.00034677 Tree=1451 num_leaves=4 num_cat=0 split_feature=52 1213 16 split_gain=23.3943 14.8164 1.53626 threshold=-0.24600999999999998 -0.082704999999999987 0.26450500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069665464841572509 -0.0012789618701317526 9.1407317903797404e-05 -0.001416964145922573 leaf_weight=5.3028892297297743 10.909121995791791 232.99870243109763 15.66422449890524 leaf_count=62 215 1818 207 internal_value=0 3.00203e-05 -0.00123559 internal_weight=0 243.908 20.9671 internal_count=2302 2033 269 is_linear=0 shrinkage=0.00115024 Tree=1452 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=26.5341 21.6521 15.8179 threshold=0.10384000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001497851306379224 0.00022568658858747602 -0.00014081574530576375 -8.0307504308518043e-05 leaf_weight=38.751490037888288 71.935942120850086 150.57388171274215 28.294380078092217 leaf_count=172 385 1566 143 internal_value=0 -8.13259e-05 0.000139308 internal_weight=0 189.325 100.23 internal_count=2266 1738 528 is_linear=0 shrinkage=0.00034677 Tree=1453 num_leaves=4 num_cat=0 split_feature=1 2 13 split_gain=19.108 19.4333 2.45367 threshold=0.12541500000000003 0.08826500000000001 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067562210140282815 0.0015165418992177033 0.00015055607153045413 0.00069550875787254419 leaf_weight=90.858969058841467 11.844106907024981 145.71697765216231 18.204191656783223 leaf_count=1023 112 1038 93 internal_value=0 -0.000166773 0.00101989 internal_weight=0 236.576 30.0483 internal_count=2266 2061 205 is_linear=0 shrinkage=0.00140214 Tree=1454 num_leaves=4 num_cat=0 split_feature=1 2 13 split_gain=18.4347 18.6501 2.45607 threshold=0.12541500000000003 0.08826500000000001 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056603012761690145 0.0012893714465477676 0.00012562330990114698 0.00058358281549501431 leaf_weight=90.490069191902876 11.625735949724914 145.70908746588975 18.103139385581017 leaf_count=1023 112 1038 93 internal_value=0 -0.00013938 0.000860238 internal_weight=0 236.199 29.7289 internal_count=2266 2061 205 is_linear=0 shrinkage=0.00119671 Tree=1455 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.8939 18.4778 15.3821 threshold=0.10384000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011350723843987204 0.00018545697785661647 -0.00011592197091199272 -7.4104364468971409e-05 leaf_weight=38.673058368265629 69.998526729643345 149.80848377477378 27.983616586774588 leaf_count=172 385 1566 143 internal_value=0 -6.88405e-05 0.000111326 internal_weight=0 188.482 97.9821 internal_count=2266 1738 528 is_linear=0 shrinkage=0.000295965 Tree=1456 num_leaves=4 num_cat=0 split_feature=4 31 3 split_gain=19.7164 16.2767 10.4762 threshold=0.28251000000000009 -1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041301752723787397 0.00030008954922340072 -6.3909141183577335e-05 -5.3711049899109375e-05 leaf_weight=8.2242180332541448 31.330036852508783 223.2606123033911 13.210382744669912 leaf_count=34 160 1957 85 internal_value=0 -4.69322e-05 0.000195177 internal_weight=0 231.485 44.5404 internal_count=2236 1991 245 is_linear=0 shrinkage=0.000333305 Tree=1457 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=18.6649 26.962 19.1384 threshold=0.094435000000000005 -0.097604999999999983 -0.40083999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014969890458690145 -0.00032760462473915901 -0.00016979853875307276 0.00013099224351277217 leaf_weight=39.911200759932399 11.090950181707738 110.66457643266767 112.31728780828416 leaf_count=199 106 1345 586 internal_value=0 -8.51052e-05 8.97329e-05 internal_weight=0 150.576 123.408 internal_count=2236 1544 692 is_linear=0 shrinkage=0.000333305 Tree=1458 num_leaves=4 num_cat=0 split_feature=4 31 3 split_gain=21.5233 17.5708 10.5406 threshold=0.28251000000000009 -1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037377925462490219 0.00027374662472695935 -6.1600840419423134e-05 -4.4352774347768528e-05 leaf_weight=8.7504407167434675 32.309188511222601 230.28931941464543 13.433409992605446 leaf_count=34 160 1957 85 internal_value=0 -4.56345e-05 0.00018035 internal_weight=0 239.04 45.7426 internal_count=2236 1991 245 is_linear=0 shrinkage=0.000301884 Tree=1459 num_leaves=4 num_cat=0 split_feature=4 31 3 split_gain=20.9418 16.624 10.3331 threshold=0.28251000000000009 -1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039914641339929105 0.00028967753121977868 -6.1827123451379845e-05 -4.3604207481283894e-05 leaf_weight=8.3065241053700429 32.319546196609735 225.5687602031976 13.540634110569952 leaf_count=34 160 1957 85 internal_value=0 -4.54235e-05 0.000191296 internal_weight=0 233.875 45.8602 internal_count=2236 1991 245 is_linear=0 shrinkage=0.000320362 Tree=1460 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=21.1287 31.185 18.5574 threshold=-0.12077499999999998 -0.059315 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029320601970232615 -0.00014455789825953651 7.2985616753650992e-05 -6.5753884733626359e-05 leaf_weight=38.220971815288067 96.591320964507759 130.29580542631447 17.747026458382607 leaf_count=133 1396 628 104 internal_value=0 -1.96323e-05 0.000179399 internal_weight=0 226.887 55.968 internal_count=2261 2024 237 is_linear=0 shrinkage=0.000290162 Tree=1461 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=21.8374 29.8023 18.2597 threshold=-0.12077499999999998 -0.059315 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032340879004148641 -0.00016105289802198161 7.3405088965002133e-05 -7.0000875821905973e-05 leaf_weight=37.74031937867403 97.114933556877077 130.24064590781927 17.815301083028316 leaf_count=133 1396 628 104 internal_value=0 -2.67488e-05 0.000197271 internal_weight=0 227.356 55.5556 internal_count=2261 2024 237 is_linear=0 shrinkage=0.000320362 Tree=1462 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=19.2432 22.0962 18.6914 threshold=-0.12077499999999998 -0.059315 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00098396738744494644 -0.00044663821228890511 0.00019652631851467482 -0.00027101458581497317 leaf_weight=36.205943115055561 88.878612397238612 122.29505499824882 16.705403432250023 leaf_count=133 1396 628 104 internal_value=0 -7.41842e-05 0.000587784 internal_weight=0 211.174 52.9113 internal_count=2261 2024 237 is_linear=0 shrinkage=0.000981718 Tree=1463 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=20.26 29.8251 17.7884 threshold=-0.12077499999999998 -0.059315 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029830439671773272 -0.0001312029761726103 6.1598473516298737e-05 7.5057241494193775e-07 leaf_weight=29.060731895267963 96.672937037423253 129.8011244982481 26.542558424174786 leaf_count=90 1396 628 147 internal_value=0 -2.07051e-05 0.000156314 internal_weight=0 226.474 55.6033 internal_count=2261 2024 237 is_linear=0 shrinkage=0.000262808 Tree=1464 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=23.422 18.7373 4.83718 threshold=0.28251000000000009 -0.24689499999999998 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025623166610320796 0.00028128101565847596 -6.718968739005881e-05 4.5108813110378625e-05 leaf_weight=19.974975477904081 31.034798506647348 228.3931574895978 12.488102357834576 leaf_count=76 172 1985 81 internal_value=0 -4.11609e-05 0.000213565 internal_weight=0 248.368 43.5229 internal_count=2314 2061 253 is_linear=0 shrinkage=0.000320362 Tree=1465 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=24.152 18.7069 5.06483 threshold=0.28251000000000009 -0.24689499999999998 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025142513068386618 0.00027867202083568224 -6.4367204900729537e-05 4.1881311592110215e-05 leaf_weight=20.131785418838263 32.088172506541014 226.52595216501504 12.344352867454289 leaf_count=76 175 1985 78 internal_value=0 -3.85753e-05 0.000212932 internal_weight=0 246.658 44.4325 internal_count=2314 2061 253 is_linear=0 shrinkage=0.00031408 Tree=1466 num_leaves=4 num_cat=0 split_feature=3 3 12 split_gain=19.1864 32.5172 12.937 threshold=-0.10106999999999998 -0.059315 0.093375000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077633125691598339 -0.00065501863797661419 0.00014934770073336145 -0.00012222824843581499 leaf_weight=42.749051978811622 77.577557620126754 128.88229520618916 24.161871371790767 leaf_count=177 1328 657 152 internal_value=0 -0.000152927 0.000451915 internal_weight=0 206.46 66.9109 internal_count=2314 1985 329 is_linear=0 shrinkage=0.000981718 Tree=1467 num_leaves=4 num_cat=0 split_feature=15 3 130 split_gain=22.7982 18.5035 10.3211 threshold=0.077615000000000003 -0.10891999999999999 -0.080854999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021572043276070325 0.00028075968520484832 -9.1243541275314043e-06 -0.00023005546353943755 leaf_weight=55.899458339437842 4.9626353867352 173.72958262264729 55.920237055979669 leaf_count=224 48 1246 796 internal_value=0 4.56238e-05 -0.000188343 internal_weight=0 229.629 60.8829 internal_count=2314 1470 844 is_linear=0 shrinkage=0.000339971 Tree=1468 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=18.3766 26.8135 22.1595 threshold=1.0000000180025095e-35 0.017150000000000002 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000750040227750459 -0.00086604794994791818 0.0004045157186772214 0.00028667556382504835 leaf_weight=60.762931047007442 17.917951744049788 28.450852730311453 154.63658006861806 leaf_count=925 134 232 954 internal_value=0 -0.000381837 0.000166895 internal_weight=0 89.2138 172.555 internal_count=2245 1157 1088 is_linear=0 shrinkage=0.000981718 Tree=1469 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=22.5105 26.6463 22.2294 threshold=1.0000000180025095e-35 0.017150000000000002 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026909174539624207 -0.00035569176550454028 0.0001279302001617861 9.9770866040809421e-05 leaf_weight=64.156175222247839 13.922698337584732 29.738116089254618 170.14135120436549 leaf_count=925 113 232 975 internal_value=0 -0.000143347 6.52861e-05 internal_weight=0 93.8943 184.064 internal_count=2245 1157 1088 is_linear=0 shrinkage=0.00034677 Tree=1470 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=17.7351 25.9018 21.3628 threshold=1.0000000180025095e-35 0.017150000000000002 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071279486154428176 -0.00098875663665998095 0.00037877302632162045 0.00025361249326504921 leaf_weight=60.166060457937419 13.339081596583126 28.516168480273336 159.11695813108236 leaf_count=925 113 232 975 internal_value=0 -0.00036179 0.000157419 internal_weight=0 88.6822 172.456 internal_count=2245 1157 1088 is_linear=0 shrinkage=0.000943597 Tree=1471 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=21.994 27.546 22.0906 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023610020256123143 -0.00030784084257986334 0.00011295907921511259 8.487002031589238e-05 leaf_weight=64.322899906896055 14.120776079595087 30.295109272003174 170.02221989259124 leaf_count=1031 113 126 975 internal_value=0 -0.000124337 5.47267e-05 internal_weight=0 94.618 184.143 internal_count=2245 1157 1088 is_linear=0 shrinkage=0.000301884 Tree=1472 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=16.789 19.5525 threshold=-0.47365999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011514572532661006 -0.00044023303087930047 0.00017093967640989389 leaf_weight=13.67221720702946 85.179416486993432 170.505918700248 leaf_count=61 1182 1061 internal_value=0 -3.2685e-05 internal_weight=0 255.685 internal_count=2304 2243 is_linear=0 shrinkage=0.00104181 Tree=1473 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=14.6808 16.0317 threshold=0.078320000000000015 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029107825987203563 -0.0013999185735750204 0.00027155121589071712 leaf_weight=91.933468094095588 8.1813044026494008 168.56628460902721 leaf_count=1191 68 1045 internal_value=0 7.29858e-05 internal_weight=0 260.5 internal_count=2304 2236 is_linear=0 shrinkage=0.0010839 Tree=1474 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=17.9313 22.6719 threshold=-0.47365999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033558736087956536 -0.00013352501430347603 5.1789969456720388e-05 leaf_weight=14.406679023057221 90.113262185826898 180.94355617277324 leaf_count=61 1182 1061 internal_value=0 -9.82335e-06 internal_weight=0 271.057 internal_count=2304 2243 is_linear=0 shrinkage=0.000301884 Tree=1475 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=16.3389 18.2169 threshold=-0.47365999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010759911873575781 -0.00040336154116609591 0.0001539170137643699 leaf_weight=13.514715261757372 84.572828834876418 170.41748418472707 leaf_count=61 1182 1061 internal_value=0 -3.09323e-05 internal_weight=0 254.99 internal_count=2304 2243 is_linear=0 shrinkage=0.000981718 Tree=1476 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=15.6548 15.207 threshold=0.15251000000000001 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098138171155073297 0.0010590541748563198 4.3942712161796345e-05 leaf_weight=20.919936118647456 18.274672845378518 222.49295017216355 leaf_count=367 119 1787 internal_value=0 -4.42481e-05 internal_weight=0 243.413 internal_count=2273 2154 is_linear=0 shrinkage=0.00115024 Tree=1477 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=15.189 14.8548 threshold=0.15251000000000001 -0.10432499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045392008167461999 0.0010720807114503385 -0.00021293259085475145 leaf_weight=61.54281035810709 18.003882532939315 181.66943445708603 leaf_count=312 119 1842 internal_value=0 -4.41688e-05 internal_weight=0 243.212 internal_count=2273 2154 is_linear=0 shrinkage=0.00117324 Tree=1478 num_leaves=4 num_cat=0 split_feature=1 48 52 split_gain=17.4594 24.2265 15.8918 threshold=0.10114000000000002 0.091545000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5631053294427797e-05 -0.00022354591034786766 0.00020351754101879575 0.00015376489063097034 leaf_weight=154.09199078846723 11.50049354508519 29.355715180747211 87.136987205594778 leaf_count=1557 90 168 458 internal_value=0 -4.77444e-05 0.000109738 internal_weight=0 183.448 98.6375 internal_count=2273 1725 548 is_linear=0 shrinkage=0.000301884 Tree=1479 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=16.5485 16.0759 threshold=0.15251000000000001 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025059976519737113 0.00027242758506731529 1.1626383042865853e-05 leaf_weight=22.405715408734977 19.361508272588253 235.97710039373487 leaf_count=367 119 1787 internal_value=0 -1.11294e-05 internal_weight=0 258.383 internal_count=2273 2154 is_linear=0 shrinkage=0.000295965 Tree=1480 num_leaves=3 num_cat=0 split_feature=133 1456 split_gain=19.967 15.3942 threshold=-0.39935999999999994 0.075120000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015551745425758307 0.00015746332886541365 -0.0011624073107558562 leaf_weight=9.2371640997007471 240.4501572130248 11.290165659971533 leaf_count=128 1920 179 internal_value=0 9.81855e-05 internal_weight=0 251.74 internal_count=2227 2099 is_linear=0 shrinkage=0.00110557 Tree=1481 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=19.6309 18.1994 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046672052279816051 -6.8603612889902016e-06 0.00026331596601541753 leaf_weight=9.6658016666769964 237.73635742161423 32.772243201732635 leaf_count=128 1922 177 internal_value=0 2.58879e-05 internal_weight=0 270.509 internal_count=2227 2099 is_linear=0 shrinkage=0.000339971 Tree=1482 num_leaves=3 num_cat=0 split_feature=133 39 split_gain=19.9797 18.7939 threshold=-0.39935999999999994 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044785250450582779 -1.3345512220224086e-05 0.00021389133618010959 leaf_weight=9.8449444752186519 227.34858368244022 46.857192501425743 leaf_count=128 1864 235 internal_value=0 2.54977e-05 internal_weight=0 274.206 internal_count=2227 2099 is_linear=0 shrinkage=0.000326769 Tree=1483 num_leaves=3 num_cat=0 split_feature=133 1213 split_gain=19.3944 15.1965 threshold=-0.39935999999999994 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018477872520408956 -0.0014613336379524771 0.00018084878145541307 leaf_weight=9.0945123191922885 10.234923706389962 242.15301088197157 leaf_count=128 203 1896 internal_value=0 0.000114149 internal_weight=0 252.388 internal_count=2227 2099 is_linear=0 shrinkage=0.00132126 Tree=1484 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=15.9117 21.7347 4.06067 threshold=1.0000000180025095e-35 -0.10106999999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048419219987776461 0.0003858669751548062 -0.00032161888550595857 0.0011954437994002285 leaf_weight=56.369595440104604 19.291297860443592 173.6356127304025 13.332517582923172 leaf_count=288 106 1786 87 internal_value=0 -0.000124107 0.000717226 internal_weight=0 230.005 32.6238 internal_count=2267 2074 193 is_linear=0 shrinkage=0.00112769 Tree=1485 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=15.3452 20.7929 4.03556 threshold=1.0000000180025095e-35 -0.10106999999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035894572565271527 0.00028717250544715687 -0.0002386171279745435 0.00090281684860458338 leaf_weight=56.335998106747866 19.205782998353243 173.39338649110869 13.082280626520513 leaf_count=288 106 1786 87 internal_value=0 -9.20605e-05 0.000537002 internal_weight=0 229.729 32.2881 internal_count=2267 2074 193 is_linear=0 shrinkage=0.000854645 Tree=1486 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=21.7796 21.6937 12.8482 threshold=0.083325000000000024 0.12958500000000003 0.022285000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010276802204096252 -0.00011776174640896799 0.00034119962328578598 -0.00018503030449824271 leaf_weight=131.10475559160113 128.53578077442944 9.2796943113207799 14.487217960879205 leaf_count=589 1550 40 88 internal_value=0 -8.6815e-05 7.411e-05 internal_weight=0 137.815 145.592 internal_count=2267 1590 677 is_linear=0 shrinkage=0.000290162 Tree=1487 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=20.0883 36.6302 19.0695 threshold=0.077765000000000015 0.043130000000000009 0.081875000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020792093036274873 2.3189365629051904e-06 0.00019603795029606754 0.00022523755714824834 leaf_weight=74.03033793065697 142.86704109422863 24.053524278104305 39.660710014402866 leaf_count=1144 845 61 217 internal_value=0 -0.000108837 5.07745e-05 internal_weight=0 98.0839 182.528 internal_count=2267 1205 1062 is_linear=0 shrinkage=0.000284472 Tree=1488 num_leaves=4 num_cat=0 split_feature=128 1456 133 split_gain=18.1 15.0074 0.995997 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015374961833493768 -0.0008741290015844966 -0.0010961521005761758 -0.001497259655181615 leaf_weight=246.14780830685049 5.1947620287537575 11.328575837425886 6.887005463242529 leaf_count=1911 80 185 95 internal_value=0 9.86786e-05 -0.00123114 internal_weight=0 257.476 12.0818 internal_count=2271 2096 175 is_linear=0 shrinkage=0.00106264 Tree=1489 num_leaves=4 num_cat=0 split_feature=457 1 2 split_gain=18.7774 23.4934 7.84367 threshold=0.080930000000000016 0.12419000000000001 0.089795000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5644519261099421e-05 3.2434442222557762e-05 0.00023188294947725134 0.00030711628347187989 leaf_weight=210.46225720271468 18.146098863333464 32.728421028703451 28.590431571006775 leaf_count=1884 88 197 102 internal_value=0 -2.55884e-05 0.000200524 internal_weight=0 243.191 46.7365 internal_count=2271 2081 190 is_linear=0 shrinkage=0.000326769 Tree=1490 num_leaves=4 num_cat=0 split_feature=128 12 133 split_gain=18.2897 16.0865 1.07808 threshold=1.0000000180025095e-35 -0.012249999999999999 -0.00016499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017582959373511062 -0.00023449571948718729 -7.6722333067898086e-06 -0.00040905653985095846 leaf_weight=51.384588744491339 5.5596440434455872 225.07512237783521 7.3172303000465018 leaf_count=274 79 1822 96 internal_value=0 2.64444e-05 -0.000334148 internal_weight=0 276.46 12.8769 internal_count=2271 2096 175 is_linear=0 shrinkage=0.000295965 Tree=1491 num_leaves=4 num_cat=0 split_feature=128 457 133 split_gain=17.5488 14.8903 1.01107 threshold=1.0000000180025095e-35 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4446736511874237e-05 -0.0010918008935527626 0.00083680300198505427 -0.0018916610606038134 leaf_weight=214.13809920707718 5.1711697746068239 43.923295909538865 6.7710023326799256 leaf_count=1908 80 188 95 internal_value=0 0.000122193 -0.0015476 internal_weight=0 258.061 11.9422 internal_count=2271 2096 175 is_linear=0 shrinkage=0.00134769 Tree=1492 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=18.594 18.1898 10.167 threshold=0.091545000000000015 -0.077944999999999987 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8429179519208423e-05 5.7431351904163618e-05 0.00013828650774668744 -0.00029794725218607369 leaf_weight=148.63990819547325 10.329296767711638 99.587435143999755 25.256492759101093 leaf_count=1288 34 586 330 internal_value=0 3.84617e-05 -0.000194818 internal_weight=0 248.227 35.5858 internal_count=2238 1874 364 is_linear=0 shrinkage=0.000301884 Tree=1493 num_leaves=4 num_cat=0 split_feature=15 48 49 split_gain=17.1168 18.4864 9.06273 threshold=0.091545000000000015 0.11951500000000001 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022568275699563076 0.0001813492580384128 -0.0011183515616617862 -0.0010622243205889691 leaf_weight=217.44526431057602 9.8532854765653592 12.707589548081158 22.795290906913579 leaf_count=1806 34 68 330 internal_value=0 0.000151387 -0.000687029 internal_weight=0 230.153 32.6486 internal_count=2238 1874 364 is_linear=0 shrinkage=0.0010839 Tree=1494 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=15.3015 17.1446 6.91554 threshold=0.28251000000000009 1.0000000180025095e-35 0.099930000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4908426872131649e-05 0.00024786657410043398 0.000357233469775113 -6.9636095402062585e-06 leaf_weight=227.40982264094055 31.014104418456554 10.185266613960264 13.336062330752609 leaf_count=1977 153 25 83 internal_value=0 -1.80707e-05 0.000171269 internal_weight=0 237.595 44.3502 internal_count=2238 2002 236 is_linear=0 shrinkage=0.000295965 Tree=1495 num_leaves=4 num_cat=0 split_feature=15 48 49 split_gain=16.5085 17.5132 8.85715 threshold=0.091545000000000015 0.11951500000000001 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020356954955399711 0.00016458894289588704 -0.0010000895506740322 -0.00097319493029488792 leaf_weight=217.75815381668508 9.8562753051519376 12.816372189670799 22.51388166192919 leaf_count=1806 34 68 330 internal_value=0 0.000136587 -0.000626862 internal_weight=0 230.575 32.3702 internal_count=2238 1874 364 is_linear=0 shrinkage=0.00100135 Tree=1496 num_leaves=4 num_cat=0 split_feature=457 15 2 split_gain=18.5788 24.9408 9.4908 threshold=0.069910000000000014 0.058240000000000007 0.089985000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6287529542417375e-05 -2.9280782003759159e-05 -0.00088964863814109134 0.0010919627657126323 leaf_weight=167.79084438225254 16.055568538606167 48.555593740195036 26.406269488856196 leaf_count=1249 90 837 103 internal_value=0 -0.000163829 0.000668178 internal_weight=0 216.346 42.4618 internal_count=2279 2086 193 is_linear=0 shrinkage=0.00115024 Tree=1497 num_leaves=4 num_cat=0 split_feature=1 47 48 split_gain=24.3508 26.2299 18.068 threshold=0.10098000000000001 0.087885000000000019 0.088965000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014457559371067774 0.00024385226343174923 -0.00017476712476487594 0.00015414470355621865 leaf_weight=142.43204710073769 73.959351308643818 26.431773534044623 32.321405849419534 leaf_count=1531 418 141 189 internal_value=0 0.000133623 -8.93152e-05 internal_weight=0 100.391 174.753 internal_count=2279 559 1720 is_linear=0 shrinkage=0.00036078 Tree=1498 num_leaves=4 num_cat=0 split_feature=457 15 2 split_gain=17.871 24.2095 9.19022 threshold=0.069910000000000014 0.058240000000000007 0.089985000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0208737141501815e-05 -3.1010663979214441e-05 -0.0009715578065902699 0.0011885800928797745 leaf_weight=167.96742891753092 16.066849935799837 48.091533869504929 26.215507352724671 leaf_count=1249 90 837 103 internal_value=0 -0.000177287 0.000725344 internal_weight=0 216.059 42.2824 internal_count=2279 2086 193 is_linear=0 shrinkage=0.00126996 Tree=1499 num_leaves=4 num_cat=0 split_feature=1 47 454 split_gain=22.913 25.8294 17.9781 threshold=0.10098000000000001 0.097480000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7307554486120791e-05 0.00020443950640571304 -0.00018595888208755207 0.00041739458202394371 leaf_weight=166.0987477293238 77.508079469203949 22.407800359651446 7.2510336190462104 leaf_count=1704 441 118 16 internal_value=0 0.000116867 -7.57345e-05 internal_weight=0 99.9159 173.35 internal_count=2279 559 1720 is_linear=0 shrinkage=0.000320362 Tree=1500 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=23.66 22.4555 18.3152 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.42890999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008978362039619368 -0.0012413817207827438 0.00029408502470873259 0.00026423050907720895 leaf_weight=57.346940111368895 10.027937134727834 27.44639583863318 171.92179147154093 leaf_count=1045 111 120 1007 internal_value=0 -0.000512049 0.000181129 internal_weight=0 84.7933 181.95 internal_count=2283 1165 1118 is_linear=0 shrinkage=0.0010839 Tree=1501 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=29.1861 26.371 23.6181 threshold=1.0000000180025095e-35 0.0060650000000000009 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031573151774831804 7.5751989946311259e-05 4.783425142408859e-05 -0.00021765450493531422 leaf_weight=66.292548371478915 155.5831159260124 31.379411642439663 36.070049609988928 leaf_count=910 884 255 234 internal_value=0 -0.000198941 2.05153e-05 internal_weight=0 97.672 191.653 internal_count=2283 1165 1118 is_linear=0 shrinkage=0.000326769 Tree=1502 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=22.8988 29.3362 20.977 threshold=1.0000000180025095e-35 0.0060650000000000009 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092944302424335088 0.00033512326648331751 0.00036839659756840172 -0.00058296588585905545 leaf_weight=55.623736307024956 148.76105284318328 28.616456253454089 32.985212521627545 leaf_count=910 884 255 234 internal_value=0 -0.000488582 0.000168455 internal_weight=0 84.2402 181.746 internal_count=2283 1165 1118 is_linear=0 shrinkage=0.00104181 Tree=1503 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=25.4138 19.8548 18.0779 threshold=1.0000000180025095e-35 -0.059114999999999994 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026691522284239379 6.5843669863641159e-05 3.5417478902963194e-05 -0.00015883433533626809 leaf_weight=66.043831690214574 146.13858572021127 28.260055178776383 42.00082148052752 leaf_count=1045 879 120 239 internal_value=0 -0.000176326 1.56748e-05 internal_weight=0 94.3039 188.139 internal_count=2283 1165 1118 is_linear=0 shrinkage=0.000301884 Tree=1504 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=19.1099 20.7986 threshold=0.062655000000000016 0.083325000000000024 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011543970220759722 -0.00037229048779704321 -4.6900160887763319e-05 leaf_weight=134.99201328493655 10.598499327898024 141.65120435319841 leaf_count=612 83 1582 internal_value=0 3.23184e-05 internal_weight=0 276.643 internal_count=2277 2194 is_linear=0 shrinkage=0.000295965 Tree=1505 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=19.3787 17.6382 threshold=0.062655000000000016 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00072932805689395266 -0.0016083172424016126 -3.4078304954650021e-05 leaf_weight=61.51464431360364 10.108679914847015 197.48868431709707 leaf_count=273 83 1921 internal_value=0 0.000147275 internal_weight=0 259.003 internal_count=2277 2194 is_linear=0 shrinkage=0.00124506 Tree=1506 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=17.7056 21.2157 threshold=0.062655000000000016 0.083325000000000024 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012002026195754624 -0.00037786556708663618 -4.9900519026514584e-05 leaf_weight=135.62925677374005 10.306479711085556 143.22144690901041 leaf_count=612 83 1582 internal_value=0 3.27492e-05 internal_weight=0 278.851 internal_count=2277 2194 is_linear=0 shrinkage=0.000307922 Tree=1507 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=18.6774 16.9621 threshold=0.062655000000000016 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.000687143957145598 -0.0015271212066878981 -3.2491709684317753e-05 leaf_weight=61.469563541933894 9.9987911824136955 197.77897819131613 leaf_count=273 83 1921 internal_value=0 0.000138177 internal_weight=0 259.249 internal_count=2277 2194 is_linear=0 shrinkage=0.00119671 Tree=1508 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=20.0064 25.2012 24.3022 threshold=0.077765000000000015 -0.21586499999999997 0.097665000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069423288430991179 -0.0011280688624594492 0.00036301631929126473 0.0013576301905451895 leaf_weight=81.18053129222244 18.094242736697197 156.37180186249316 9.1858005411922914 leaf_count=1188 131 942 20 internal_value=0 0.000208266 -0.000485417 internal_weight=0 174.466 90.3663 internal_count=2281 1073 1208 is_linear=0 shrinkage=0.00119671 Tree=1509 num_leaves=4 num_cat=0 split_feature=15 0 160 split_gain=19.6139 17.8107 2.20908 threshold=-0.30139999999999995 -0.12851999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059583830915468949 0.000383026680416344 -0.00032782700549652141 0.0013156049892046925 leaf_weight=10.822603629902007 67.463225791230798 172.62548653129488 12.951718946918843 leaf_count=77 290 1824 90 internal_value=0 -0.000128068 0.000988692 internal_weight=0 240.089 23.7743 internal_count=2281 2114 167 is_linear=0 shrinkage=0.00117324 Tree=1510 num_leaves=4 num_cat=0 split_feature=15 0 160 split_gain=18.9959 17.0527 2.2127 threshold=-0.30139999999999995 -0.12851999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061110468023206665 0.00039035222360895769 -0.0003340083967743367 0.001365671865057117 leaf_weight=10.733596717938783 67.328746307641268 172.32587757892907 12.692771486937998 leaf_count=77 290 1824 90 internal_value=0 -0.000130491 0.00102072 internal_weight=0 239.655 23.4264 internal_count=2281 2114 167 is_linear=0 shrinkage=0.00122064 Tree=1511 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=23.6521 27.9963 23.5979 threshold=0.077765000000000015 -0.044584999999999993 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002436169639146794 -0.00027812609186208197 0.00013995850666203064 9.8813178459637222e-05 leaf_weight=68.998125457204878 18.95818455144763 27.221168052405119 167.48785786516964 leaf_count=1123 131 85 942 internal_value=0 -0.000135094 6.04607e-05 internal_weight=0 96.2193 186.446 internal_count=2281 1208 1073 is_linear=0 shrinkage=0.000320362 Tree=1512 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=15.6334 17.9895 17.1085 threshold=0.082725000000000007 0.077765000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032357662420652149 0.00097985817764161768 0.00035610887340695012 -0.0011615126417196958 leaf_weight=79.734738884493709 6.1034817155450609 145.52063938044012 25.521159138064831 leaf_count=1044 32 802 385 internal_value=0 0.00011551 -0.000747891 internal_weight=0 225.255 31.6246 internal_count=2263 1846 417 is_linear=0 shrinkage=0.00115024 Tree=1513 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=15.1208 17.2304 16.5767 threshold=0.082725000000000007 0.077765000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034350176380603889 0.0010501783880900778 0.00037748865838562178 -0.0012459973860497579 leaf_weight=79.480862053111196 6.0270241927355555 145.26544765941799 25.17828624881804 leaf_count=1044 32 802 385 internal_value=0 0.000122505 -0.000802141 internal_weight=0 224.746 31.2053 internal_count=2263 1846 417 is_linear=0 shrinkage=0.00124506 Tree=1514 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=14.6435 16.7643 16.3411 threshold=0.085685000000000011 0.077765000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032774172471729951 0.00099932126426723403 0.0003556114493337502 -0.0012119200953414971 leaf_weight=79.502609514631331 5.9522984270006445 145.43594281654805 24.153811467345804 leaf_count=1046 32 806 379 internal_value=0 0.000114079 -0.000774378 internal_weight=0 224.939 30.1061 internal_count=2263 1852 411 is_linear=0 shrinkage=0.00119671 Tree=1515 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=14.3401 16.1641 4.59525 threshold=0.12541500000000003 -0.10071499999999999 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027033756472926758 0.0012029792183791794 -0.00029117654806486008 0.00035457056285573762 leaf_weight=86.457293512299657 11.302015129476787 140.15437703579664 16.234481453895569 leaf_count=403 116 1657 87 internal_value=0 -7.69419e-05 0.000703382 internal_weight=0 226.612 27.5365 internal_count=2263 2060 203 is_linear=0 shrinkage=0.00102138 Tree=1516 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=15.2405 24.19 16.9027 threshold=-1.0000000180025095e-35 0.076210000000000014 -0.0048499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003139222623991603 -0.00022006805633068452 0.00038391596620688585 8.1805604579196202e-05 leaf_weight=30.209787369705737 23.763343383558095 7.0702552152797571 217.53227651398629 leaf_count=527 318 41 1380 internal_value=0 -0.000181447 5.20613e-05 internal_weight=0 37.28 241.296 internal_count=2266 568 1698 is_linear=0 shrinkage=0.000339971 Tree=1517 num_leaves=4 num_cat=0 split_feature=484 403 49 split_gain=15.6362 17.8597 5.51397 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.056179999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011268166131989019 -0.00016124185040106284 7.8005809909468873e-05 -0.00028129719935163049 leaf_weight=4.1965854205191162 35.846033456735313 217.07620240747929 20.949463135562837 leaf_count=20 527 1380 339 internal_value=0 4.40882e-05 -0.000215511 internal_weight=0 252.922 25.146 internal_count=2266 1907 359 is_linear=0 shrinkage=0.00031408 Tree=1518 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=15.5655 20.0243 threshold=0.12879500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.6047238001338474e-07 -0.0013224357779696942 0.00099940165318082932 leaf_weight=213.79926233366132 11.723737204447387 36.271897619590163 leaf_count=1969 65 232 internal_value=0 0.000144289 internal_weight=0 250.071 internal_count=2266 2201 is_linear=0 shrinkage=0.00124506 Tree=1519 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=14.7995 19.449 threshold=0.12879500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.926624835549221e-07 -0.001363187394435596 0.001051470314849 leaf_weight=213.79862168803811 11.798393968492745 35.771155096590519 leaf_count=1969 65 232 internal_value=0 0.000150013 internal_weight=0 249.57 internal_count=2266 2201 is_linear=0 shrinkage=0.00132126 Tree=1520 num_leaves=4 num_cat=0 split_feature=403 1213 15 split_gain=14.7863 17.4199 2.4392 threshold=-0.092224999999999988 -0.082704999999999987 -0.088429999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3954510662409877e-05 -0.00039338993915158605 4.7894655741057197e-05 -0.00038878608486288523 leaf_weight=3.9081781618297127 11.236733488738535 242.74303107336164 12.302333237603305 leaf_count=35 201 1803 231 internal_value=0 2.8343e-05 -0.00031306 internal_weight=0 253.98 16.2105 internal_count=2270 2004 266 is_linear=0 shrinkage=0.00034677 Tree=1521 num_leaves=3 num_cat=0 split_feature=10 12 split_gain=14.8985 15.2937 threshold=-1.0000000180025095e-35 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026438186547729433 -7.3370118397884679e-06 -0.00018750593491000906 leaf_weight=16.094482490792871 189.68745145108551 64.879352907650173 leaf_count=102 1510 658 internal_value=0 -5.32658e-05 internal_weight=0 254.567 internal_count=2270 2168 is_linear=0 shrinkage=0.000320362 Tree=1522 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=14.3918 17.4492 12.4158 threshold=-0.0048499999999999993 -0.24297999999999997 0.088985000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032586176688806866 0.0002947776904898545 2.4538057476610092e-06 0.00023852174779880167 leaf_weight=21.22053839080036 23.166867153719068 218.00429288018495 4.9140572100877753 leaf_count=358 174 1720 18 internal_value=0 3.05555e-05 -0.000219645 internal_weight=0 241.171 26.1346 internal_count=2270 1894 376 is_linear=0 shrinkage=0.000320362 Tree=1523 num_leaves=4 num_cat=0 split_feature=403 1213 4 split_gain=13.4795 15.6311 2.08797 threshold=-0.092224999999999988 -0.082704999999999987 0.045415000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013234538106979454 -0.0013300587117602283 0.00015389570575550371 -0.00029932235963205149 leaf_weight=11.002105839550493 10.191219625994561 226.95328949578106 3.6647807937115422 leaf_count=229 201 1803 37 internal_value=0 9.00212e-05 -0.00106828 internal_weight=0 237.145 14.6669 internal_count=2270 2004 266 is_linear=0 shrinkage=0.00117324 Tree=1524 num_leaves=4 num_cat=0 split_feature=43 13 48 split_gain=18.9167 20.6365 16.6478 threshold=-0.078624999999999987 -0.094869999999999996 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014051022930038878 0.00054071877254321845 -0.00048327901326282571 0.0013601876690843243 leaf_weight=71.18959391862154 37.578781759366393 133.24739076383412 21.757247255183756 leaf_count=678 242 1247 123 internal_value=0 -0.000257982 0.000426236 internal_weight=0 170.826 92.9468 internal_count=2290 1489 801 is_linear=0 shrinkage=0.00122064 Tree=1525 num_leaves=4 num_cat=0 split_feature=43 13 3 split_gain=18.101 19.7554 16.5406 threshold=-0.078624999999999987 -0.094869999999999996 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4277897390152982e-05 0.00049954401252998084 -0.0004457452357223964 0.0010151375115490212 leaf_weight=57.728305825963616 37.471984945237637 133.08377503138036 35.12894385587424 leaf_count=608 242 1247 193 internal_value=0 -0.000238028 0.000393045 internal_weight=0 170.556 92.8572 internal_count=2290 1489 801 is_linear=0 shrinkage=0.00115024 Tree=1526 num_leaves=4 num_cat=0 split_feature=43 13 48 split_gain=17.3445 18.9112 16.0606 threshold=-0.078624999999999987 -0.094869999999999996 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011683174388540987 0.00047070236322845115 -0.00041933329393513868 0.0012064383142501016 leaf_weight=71.025207263417542 37.368033840321004 132.92529809754342 21.534945654682815 leaf_count=678 242 1247 123 internal_value=0 -0.000223999 0.000370535 internal_weight=0 170.293 92.5602 internal_count=2290 1489 801 is_linear=0 shrinkage=0.00110557 Tree=1527 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=16.0586 22.9241 6.09409 threshold=0.27066000000000007 0.081275000000000014 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011635045673407776 0.000261825769430797 0.00010690816937326937 -8.975791322211694e-06 leaf_weight=154.45021472964436 32.004661506041884 81.029399421066046 13.718005094677208 leaf_count=1591 178 436 85 internal_value=0 -3.95239e-05 0.000180608 internal_weight=0 235.48 45.7227 internal_count=2290 2027 263 is_linear=0 shrinkage=0.000339971 Tree=1528 num_leaves=4 num_cat=0 split_feature=42 0 1429 split_gain=14.8874 19.3385 17.2654 threshold=-1.0000000180025095e-35 -0.077774999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011688098431956238 -0.001323633231395569 0.00033891791211428888 0.00023102407082881067 leaf_weight=26.370604313910007 9.4783876212313753 18.322143907658756 208.82634044904262 leaf_count=443 111 176 1542 internal_value=0 -0.000550824 0.000163414 internal_weight=0 44.6927 218.305 internal_count=2272 619 1653 is_linear=0 shrinkage=0.00112769 Tree=1529 num_leaves=4 num_cat=0 split_feature=42 0 124 split_gain=14.3054 18.7396 17.742 threshold=-1.0000000180025095e-35 -0.077774999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010474915041798118 0.00098461559944737422 0.00030005290175140942 4.3765935272077651e-05 leaf_weight=26.05695097707212 23.405899722129107 18.324417032301426 194.70438951207325 leaf_count=443 156 176 1497 internal_value=0 -0.00049122 0.000144808 internal_weight=0 44.3814 218.11 internal_count=2272 619 1653 is_linear=0 shrinkage=0.00102138 Tree=1530 num_leaves=4 num_cat=0 split_feature=42 0 124 split_gain=13.7498 18.1556 17.3183 threshold=-1.0000000180025095e-35 -0.077774999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013142509591661743 0.0012422893053100933 0.00037196393881179046 5.4257368874090472e-05 leaf_weight=25.751828187610954 23.004200927913189 18.32682432513684 194.71713230060413 leaf_count=443 156 176 1497 internal_value=0 -0.000613307 0.000179881 internal_weight=0 44.0787 217.721 internal_count=2272 619 1653 is_linear=0 shrinkage=0.00129536 Tree=1531 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=15.1615 25.5898 18.3409 threshold=-0.020899999999999998 0.077765000000000015 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018245568523881587 -0.00011486708918430001 4.4467334147875649e-05 0.00026086719201213782 leaf_weight=68.526830639690161 17.504231601953506 150.71430090069771 41.482854710891843 leaf_count=1102 110 892 168 internal_value=0 -2.64703e-05 0.000149368 internal_weight=0 219.241 58.9871 internal_count=2272 1994 278 is_linear=0 shrinkage=0.000307922 Tree=1532 num_leaves=4 num_cat=0 split_feature=4 4 15 split_gain=17.7821 20.6408 11.1216 threshold=0.0063250000000000008 -0.0016099999999999997 -0.016679999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1060449352887363e-05 0.00021749200884169654 -0.0012622245771581444 0.001026271875126846 leaf_weight=145.63002422591671 76.756652155891061 16.136915876530111 24.281834568828344 leaf_count=1540 542 149 94 internal_value=0 -0.000145006 0.000412017 internal_weight=0 161.767 101.038 internal_count=2325 1689 636 is_linear=0 shrinkage=0.00104181 Tree=1533 num_leaves=4 num_cat=0 split_feature=4 0 484 split_gain=20.726 20.3895 10.458 threshold=0.0063250000000000008 -0.060004999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011386580570628249 -0.00012504684933319923 8.6410273805963045e-05 0.00014468041091090109 leaf_weight=111.03568467311561 12.64733523596078 61.382452907040715 95.567155406810343 leaf_count=1396 113 293 523 internal_value=0 -4.2564e-05 0.00011314 internal_weight=0 172.418 108.214 internal_count=2325 1689 636 is_linear=0 shrinkage=0.000278894 Tree=1534 num_leaves=4 num_cat=0 split_feature=4 4 15 split_gain=17.0661 19.8444 10.6091 threshold=0.0063250000000000008 -0.0016099999999999997 -0.016679999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4620593144118611e-05 0.00025021884410172945 -0.0014536638630296989 0.0011758570850158099 leaf_weight=145.79774203663692 76.769470049068332 16.055854971986264 24.272647328674793 leaf_count=1540 542 149 94 internal_value=0 -0.000166536 0.000472759 internal_weight=0 161.854 101.042 internal_count=2325 1689 636 is_linear=0 shrinkage=0.00122064 Tree=1535 num_leaves=4 num_cat=0 split_feature=4 4 15 split_gain=16.3292 19.0932 10.1479 threshold=0.0063250000000000008 -0.0016099999999999997 -0.016679999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8979551578382302e-05 0.00019312273805096819 -0.0011271478941063222 0.00090733863941292435 leaf_weight=145.78444736357778 76.670809199102223 15.962483411189167 24.247173279523849 leaf_count=1540 542 149 94 internal_value=0 -0.000128463 0.000364864 internal_weight=0 161.747 100.918 internal_count=2325 1689 636 is_linear=0 shrinkage=0.000962469 Tree=1536 num_leaves=4 num_cat=0 split_feature=1456 130 12 split_gain=17.4557 14.912 0.0345019 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013161338613610928 0.00015981402602739485 -0.00092888161455539897 -0.0011576723618891016 leaf_weight=3.9261465631425363 224.94072993565351 14.518742960877715 7.6827595527283847 leaf_count=35 1752 282 172 internal_value=0 9.37362e-05 -0.00121334 internal_weight=0 239.459 11.6089 internal_count=2241 2034 207 is_linear=0 shrinkage=0.00104181 Tree=1537 num_leaves=4 num_cat=0 split_feature=1456 130 12 split_gain=16.9849 14.3893 0.0305913 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013624677641261315 0.00016254872903792431 -0.00095650305368926499 -0.0012017973010949089 leaf_weight=3.8582110255956632 224.93085771705955 14.342282497324048 7.5287486775778234 leaf_count=35 1752 282 172 internal_value=0 9.54006e-05 -0.00125843 internal_weight=0 239.273 11.387 internal_count=2241 2034 207 is_linear=0 shrinkage=0.0010839 Tree=1538 num_leaves=4 num_cat=0 split_feature=1456 11 12 split_gain=16.5282 14.0969 0.0269551 threshold=-1.0000000180025095e-35 0.087830000000000005 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013829156482419269 0.00015968678616195029 -0.0010218693592684788 -0.0012231880482067416 leaf_weight=3.7910756766796094 226.0559813035652 13.035888835787771 7.3775460976175964 leaf_count=35 1944 90 172 internal_value=0 9.51889e-05 -0.00127967 internal_weight=0 239.092 11.1686 internal_count=2241 2034 207 is_linear=0 shrinkage=0.00110557 Tree=1539 num_leaves=4 num_cat=0 split_feature=1456 130 12 split_gain=16.0839 13.8708 0.0235737 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015195263815944125 0.00017662922575018805 -0.0010663385452470361 -0.0013476349395035411 leaf_weight=3.7247486412525159 224.92822003737092 14.203843937721102 7.2291113277897239 leaf_count=35 1752 282 172 internal_value=0 0.000102721 -0.00140863 internal_weight=0 239.132 10.9539 internal_count=2241 2034 207 is_linear=0 shrinkage=0.00122064 Tree=1540 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=15.0679 14.9162 threshold=0.083035000000000012 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00079518719023120659 -0.0012720472894567566 0.00018485130873318294 leaf_weight=23.634068964980543 11.683659907430409 222.1553027369082 leaf_count=356 76 1869 internal_value=0 9.05605e-05 internal_weight=0 245.789 internal_count=2301 2225 is_linear=0 shrinkage=0.00117324 Tree=1541 num_leaves=3 num_cat=0 split_feature=133 484 split_gain=18.2341 14.5669 threshold=-0.37971999999999995 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018566409703468917 -0.00087184356051912262 0.00019551311658809435 leaf_weight=8.2910658195614797 23.693614556919783 225.3314371407032 leaf_count=125 352 1824 internal_value=0 9.38999e-05 internal_weight=0 249.025 internal_count=2301 2176 is_linear=0 shrinkage=0.00129536 Tree=1542 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=17.7785 15.4707 threshold=-0.37971999999999995 0.12337000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004199519979376732 -7.8120368952598075e-06 0.00021129228376022056 leaf_weight=8.6238598115742189 231.13881610892713 33.624668598175049 leaf_count=125 1963 213 internal_value=0 2.00272e-05 internal_weight=0 264.763 internal_count=2301 2176 is_linear=0 shrinkage=0.000301884 Tree=1543 num_leaves=3 num_cat=0 split_feature=133 403 split_gain=18.0126 17.8111 threshold=-0.37971999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047977486575459023 -0.00020254323373334189 6.0034820752337887e-05 leaf_weight=8.7486748360097391 35.788030800409615 234.49691796116531 leaf_count=125 555 1621 internal_value=0 2.52554e-05 internal_weight=0 270.285 internal_count=2301 2176 is_linear=0 shrinkage=0.00034677 Tree=1544 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=14.3884 20.5404 2.71375 threshold=0.12337000000000002 0.091735000000000025 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5327562479486052e-05 0.00040884744073191423 -0.00082608295222169809 0.0010613541325533483 leaf_weight=185.80642475932837 16.53438171744347 36.534628501161933 12.782723378390072 leaf_count=1629 127 416 91 internal_value=0 -9.79195e-05 0.000693856 internal_weight=0 222.341 29.3171 internal_count=2263 2045 218 is_linear=0 shrinkage=0.00106264 Tree=1545 num_leaves=4 num_cat=0 split_feature=52 3 43 split_gain=14.1461 14.2923 0.57075 threshold=-0.42890999999999996 -0.12077499999999998 -0.079804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069708444757034011 0.00053792606047896319 -7.2375984429554202e-05 -0.0011420696375924186 leaf_weight=4.4058737950399509 48.267486419528723 189.35118806362152 9.1656236192211491 leaf_count=88 205 1851 119 internal_value=0 5.16279e-05 -0.000998791 internal_weight=0 237.619 13.5715 internal_count=2263 2056 207 is_linear=0 shrinkage=0.00100135 Tree=1546 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=13.8912 19.7501 2.74162 threshold=0.12337000000000002 0.091735000000000025 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.620930092656839e-05 0.0013103564331922424 -0.0010309744747041018 0.00047966522800008951 leaf_weight=185.54932095389813 13.602299883961679 36.263993540778756 15.421771865338085 leaf_count=1629 149 416 69 internal_value=0 -0.000121606 0.000869579 internal_weight=0 221.813 29.0241 internal_count=2263 2045 218 is_linear=0 shrinkage=0.00134769 Tree=1547 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=16.8775 22.1385 12.1194 threshold=0.10439500000000002 -0.11813499999999998 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033407278528446163 0.00015608745025766528 -1.4094841930918806e-05 -0.0001670278771130827 leaf_weight=22.439516264479607 72.927521970123053 160.77043518703431 12.357387378811834 leaf_count=289 441 1475 58 internal_value=0 -5.33164e-05 0.000109243 internal_weight=0 183.21 85.2849 internal_count=2263 1764 499 is_linear=0 shrinkage=0.000301884 Tree=1548 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=16.3175 18.7349 14.5268 threshold=0.10098000000000001 -0.12077499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014953622020647363 2.3996791516190368e-05 -0.00011963379934746478 0.00030736271035510307 leaf_weight=34.512192312628031 70.285071648657322 137.77998495986685 26.622569408267736 leaf_count=142 387 1552 185 internal_value=0 -6.57052e-05 0.000101889 internal_weight=0 172.292 96.9076 internal_count=2266 1694 572 is_linear=0 shrinkage=0.000326769 Tree=1549 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=12.5753 13.465 threshold=0.062655000000000016 -0.10899499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00063319284680689867 -0.0011957589274323786 -7.7448830181678442e-05 leaf_weight=35.171582527458668 9.8941875062882882 208.43683374812827 leaf_count=184 82 2000 internal_value=0 2.51934e-05 internal_weight=0 243.608 internal_count=2266 2184 is_linear=0 shrinkage=0.00106264 Tree=1550 num_leaves=3 num_cat=0 split_feature=14 16 split_gain=12.1348 13.0858 threshold=0.062655000000000016 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011225667355999691 -0.0011801870989491469 -0.00066838751786776722 leaf_weight=216.06757300905883 9.8011983092874271 27.293408131226897 leaf_count=1927 82 257 internal_value=0 2.46603e-05 internal_weight=0 243.361 internal_count=2266 2184 is_linear=0 shrinkage=0.00106264 Tree=1551 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=11.7081 12.5712 threshold=0.062655000000000016 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004311632130928109 -0.0010759817458746571 -9.9524940466455124e-05 leaf_weight=55.816033493727446 9.7102483939379436 187.41865424951538 leaf_count=269 82 1915 internal_value=0 2.22785e-05 internal_weight=0 243.235 internal_count=2266 2184 is_linear=0 shrinkage=0.000981718 Tree=1552 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=20.4509 18.964 6.87803 threshold=0.080930000000000016 -0.39235499999999995 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027276104793757372 7.284498258453542e-05 -4.6196753196863911e-05 0.00035008159335273145 leaf_weight=22.851648662239313 16.725075680762529 219.02007761783898 24.535395361483097 leaf_count=160 72 1940 99 internal_value=0 -1.6043e-05 0.000237788 internal_weight=0 241.872 41.2605 internal_count=2271 2100 171 is_linear=0 shrinkage=0.000333305 Tree=1553 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=19.0568 17.5636 6.50198 threshold=0.080930000000000016 -0.39235499999999995 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027131604637814705 7.7962596655163912e-05 -4.0568294617093703e-05 0.00035135167169900606 leaf_weight=22.146515976637602 16.487302660942078 211.04655286483467 23.379861773923039 leaf_count=160 72 1940 99 internal_value=0 -1.09286e-05 0.000238381 internal_weight=0 233.193 39.8672 internal_count=2271 2100 171 is_linear=0 shrinkage=0.000333305 Tree=1554 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=18.6767 18.4969 6.68586 threshold=0.080930000000000016 -0.39235499999999995 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026867411615562228 7.0698178288513164e-05 -4.1830934967037505e-05 0.0003417724393007259 leaf_weight=22.642712624743581 16.61746633797884 213.28213388845325 23.413467666134238 leaf_count=160 72 1940 99 internal_value=0 -1.20111e-05 0.000229333 internal_weight=0 235.925 40.0309 internal_count=2271 2100 171 is_linear=0 shrinkage=0.000326769 Tree=1555 num_leaves=4 num_cat=0 split_feature=457 484 1 split_gain=17.7263 15.6135 5.924 threshold=0.080930000000000016 -1.0000000180025095e-35 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094498477178121159 0.00027090769545802626 6.0791397602238264e-05 0.0011352654043449658 leaf_weight=19.932503276038915 16.172466285526752 198.93888591043651 22.000533223152161 leaf_count=346 72 1754 99 internal_value=0 -3.08785e-05 0.000769388 internal_weight=0 218.871 38.173 internal_count=2271 2100 171 is_linear=0 shrinkage=0.0010839 Tree=1556 num_leaves=4 num_cat=0 split_feature=1 52 2 split_gain=23.5801 21.6984 2.78016 threshold=0.12337000000000002 0.18829500000000002 0.14122000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1675000345287236e-05 0.0001544269436316169 -0.00040421173376581376 0.00033879336504800115 leaf_weight=211.72588519984856 18.962956003844738 16.377929821610451 15.131880590692161 leaf_count=1783 129 237 86 internal_value=0 -4.91728e-05 0.000236396 internal_weight=0 228.104 34.0948 internal_count=2235 2020 215 is_linear=0 shrinkage=0.000320362 Tree=1557 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=19.5347 22.3339 2.9867 threshold=0.12419000000000001 0.078435000000000019 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002691468914285982 0.00093712493324112577 0.00051453209519133967 0.00034991026689451798 leaf_weight=178.4379958640784 16.02946052514017 37.676932249218225 13.84089765511453 leaf_count=1848 112 176 99 internal_value=0 -0.000132489 0.000665427 internal_weight=0 216.115 29.8704 internal_count=2235 2024 211 is_linear=0 shrinkage=0.000925095 Tree=1558 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=18.8343 21.5458 2.90911 threshold=0.12337000000000002 0.078435000000000019 0.14122000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033815553114496783 0.00049456826573460991 0.00063992510076626692 0.0012235609114974128 leaf_weight=177.12910696072504 17.145142773166302 37.560289084911346 13.488754998892544 leaf_count=1844 129 176 86 internal_value=0 -0.000166997 0.000816121 internal_weight=0 214.689 30.6339 internal_count=2235 2020 215 is_linear=0 shrinkage=0.00117324 Tree=1559 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=18.1645 20.4914 3.01506 threshold=0.12419000000000001 0.078435000000000019 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029631530505477832 0.001064477280231652 0.00056834564556448712 0.00038019263434240636 leaf_weight=177.95256826840341 15.626346550881864 37.446598373353481 13.644370052963493 leaf_count=1848 112 176 99 internal_value=0 -0.000145959 0.000745958 internal_weight=0 215.399 29.2707 internal_count=2235 2024 211 is_linear=0 shrinkage=0.00106264 Tree=1560 num_leaves=4 num_cat=0 split_feature=1213 403 4 split_gain=14.2228 14.8024 0.00594337 threshold=-0.082704999999999987 0.03138500000000001 -0.056074999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015352853728922264 8.1531525092887387e-05 0.0013336084048472167 -0.0017012472901259286 leaf_weight=6.4175243489444256 218.96800674078986 22.104734972119331 3.371233966201542 leaf_count=178 1850 188 39 internal_value=0 0.000196435 -0.00159564 internal_weight=0 241.073 9.78876 internal_count=2255 2038 217 is_linear=0 shrinkage=0.00145878 Tree=1561 num_leaves=4 num_cat=0 split_feature=484 1213 1 split_gain=15.0832 15.4034 4.97085 threshold=-0.0048499999999999993 -0.082704999999999987 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015201085798685536 -0.0014722983387685359 0.00029482561528032232 -0.00029558625706250201 leaf_weight=11.861765038687738 9.3255116259679181 217.30187849793583 12.231310341507195 leaf_count=301 206 1672 76 internal_value=0 0.000221992 -0.000899183 internal_weight=0 226.627 24.0931 internal_count=2255 1878 377 is_linear=0 shrinkage=0.00134769 Tree=1562 num_leaves=4 num_cat=0 split_feature=484 11 1 split_gain=14.5259 15.4028 4.9481 threshold=-0.0048499999999999993 0.081790000000000015 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012201973643504603 0.00024906123047647202 -0.00089953894965958845 -0.00023244563061984328 leaf_weight=11.620985727757217 211.7692844318226 14.647613469511269 12.229211054742334 leaf_count=301 1775 103 76 internal_value=0 0.000174685 -0.000714318 internal_weight=0 226.417 23.8502 internal_count=2255 1878 377 is_linear=0 shrinkage=0.0010839 Tree=1563 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=15.6231 16.9533 15.9568 threshold=0.083325000000000024 0.12796000000000002 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015524685151851542 -8.5746750444863398e-05 0.00037910138761689156 -0.0001195816920184185 leaf_weight=106.32353104278445 124.82266058493406 8.5885629318654519 27.220148511230946 leaf_count=544 1545 40 126 internal_value=0 -5.57714e-05 9.92196e-05 internal_weight=0 133.411 133.544 internal_count=2255 1585 670 is_linear=0 shrinkage=0.000320362 Tree=1564 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=12.651 13.8156 threshold=0.15251000000000001 0.0095750000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015270643261501422 0.00088991081012599791 0.00049207310680122378 leaf_weight=194.72242386452854 16.372105477377772 42.156451584771276 leaf_count=1915 118 249 internal_value=0 -3.7927e-05 internal_weight=0 236.879 internal_count=2282 2164 is_linear=0 shrinkage=0.00102138 Tree=1565 num_leaves=4 num_cat=0 split_feature=1 51 47 split_gain=16.0926 19.0394 8.03635 threshold=0.104035 -0.10593999999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042996909658661267 0.00018260311799839105 -2.126011916187037e-05 -3.1120669738861334e-05 leaf_weight=13.095408055931328 62.64323702827096 169.10910109616816 26.822345979511738 leaf_count=167 375 1608 132 internal_value=0 -5.06768e-05 0.000118534 internal_weight=0 182.205 89.4656 internal_count=2282 1775 507 is_linear=0 shrinkage=0.000326769 Tree=1566 num_leaves=3 num_cat=0 split_feature=472 0 split_gain=12.5772 16.3119 threshold=-1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016025618592933567 -9.0914429112086621e-05 0.0007566935344676081 leaf_weight=7.9792166920378795 195.28666867362335 49.709718205034733 leaf_count=118 1937 227 internal_value=0 8.11106e-05 internal_weight=0 244.996 internal_count=2282 2164 is_linear=0 shrinkage=0.00132126 Tree=1567 num_leaves=4 num_cat=0 split_feature=1 51 52 split_gain=15.6687 19.282 8.38328 threshold=0.104035 -0.10593999999999999 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040411600731726793 -0.0001308915052554773 -1.8582844414762152e-05 0.00014756631437863368 leaf_weight=13.2480142256245 11.797852357849477 168.79548597289249 77.523553082719445 leaf_count=167 71 1608 436 internal_value=0 -4.6679e-05 0.000110767 internal_weight=0 182.044 89.3214 internal_count=2282 1775 507 is_linear=0 shrinkage=0.000307922 Tree=1568 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=14.4246 14.6029 1.43905 threshold=-0.40446999999999994 -0.5138299999999999 0.31348000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077194482233504641 -0.0013405174679263455 8.2020540395051059e-05 -0.0016416066962045338 leaf_weight=4.3121080035343748 10.820693620946257 221.66354287415743 7.6618620837107301 leaf_count=62 170 1921 123 internal_value=0 1.57056e-05 -0.00133015 internal_weight=0 232.484 11.974 internal_count=2276 2091 185 is_linear=0 shrinkage=0.00119671 Tree=1569 num_leaves=3 num_cat=0 split_feature=42 454 split_gain=15.3153 15.3318 threshold=-0.11377999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001517843638131586 -0.0016555921183294016 6.440453413457678e-05 leaf_weight=9.3678182782605273 7.3456671983003607 227.35831795167178 leaf_count=128 57 2091 internal_value=0 1.04425e-05 internal_weight=0 234.704 internal_count=2276 2148 is_linear=0 shrinkage=0.00117324 Tree=1570 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=16.4475 17.9726 14.8834 threshold=0.10114000000000002 0.088195000000000009 0.092845000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.119723115669551e-05 0.00018102564449077108 -0.00014775876480529912 -0.00029892087387584494 leaf_weight=140.7697215070948 69.9652329236269 23.770959965884686 26.299706673249602 leaf_count=1394 431 142 309 internal_value=0 9.76347e-05 -7.3371e-05 internal_weight=0 93.7362 167.069 internal_count=2276 573 1703 is_linear=0 shrinkage=0.000326769 Tree=1571 num_leaves=3 num_cat=0 split_feature=42 160 split_gain=14.7862 14.8063 threshold=-0.11377999999999998 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014111523268744769 -0.0012153977159436423 7.2532509797628052e-05 leaf_weight=9.2879915703088027 11.451018835417925 223.54645074578002 leaf_count=128 176 1972 internal_value=0 9.68027e-06 internal_weight=0 234.997 internal_count=2276 2148 is_linear=0 shrinkage=0.00110557 Tree=1572 num_leaves=4 num_cat=0 split_feature=160 4 1 split_gain=16.758 14.6475 0.254989 threshold=-0.40446999999999994 0.28251000000000009 0.093575000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012082134395011239 -7.9059509493801928e-05 0.00068242593335014268 -0.0015707720349908989 leaf_weight=6.4703013906255347 199.26581590436399 33.270107693970203 3.926823016256094 leaf_count=146 1853 234 31 internal_value=0 2.99372e-05 -0.00134777 internal_weight=0 232.536 10.3971 internal_count=2264 2087 177 is_linear=0 shrinkage=0.00106264 Tree=1573 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=21.7649 22.188 3.52663 threshold=0.28251000000000009 -0.12851999999999997 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012835809717222068 5.1823042338847822e-05 -9.5673435230090334e-05 0.00026046917780080277 leaf_weight=52.607181152328849 10.090091645717619 171.84093086142093 27.609647920355201 leaf_count=227 44 1802 191 internal_value=0 -4.31574e-05 0.000204681 internal_weight=0 224.448 37.6997 internal_count=2264 2029 235 is_linear=0 shrinkage=0.000301884 Tree=1574 num_leaves=4 num_cat=0 split_feature=160 52 1 split_gain=16.3282 15.7305 0.237643 threshold=-0.40446999999999994 -0.24600999999999998 0.093575000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014401826634523752 -0.0010085258811412202 0.00013964341795758977 -0.0018633084138485459 leaf_weight=6.3522239178419095 21.153851496055722 211.29249592963606 3.8685941062867641 leaf_count=146 259 1828 31 internal_value=0 3.50797e-05 -0.00160351 internal_weight=0 232.446 10.2208 internal_count=2264 2087 177 is_linear=0 shrinkage=0.00126996 Tree=1575 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=20.2409 20.8728 3.17324 threshold=0.28251000000000009 -0.12851999999999997 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011602369862034072 7.5022335642316472e-05 -9.0002078236203726e-05 0.00025010650795356126 leaf_weight=51.999606950208545 13.100456222891806 169.32738632708788 23.322444887831807 leaf_count=227 62 1802 173 internal_value=0 -4.15916e-05 0.000187205 internal_weight=0 221.327 36.4229 internal_count=2264 2029 235 is_linear=0 shrinkage=0.000284472 Tree=1576 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=20.5839 20.4612 18.7151 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016951099796260453 -0.00031297788619343768 -0.00021746945576722415 0.00011277255602636395 leaf_weight=22.891861829906702 14.735293287783859 79.501930010039359 150.79603323154151 leaf_count=143 95 959 1066 internal_value=0 -0.000130938 7.48413e-05 internal_weight=0 102.394 165.531 internal_count=2263 1102 1161 is_linear=0 shrinkage=0.00036078 Tree=1577 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=21.3578 21.3801 17.6081 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015124544775683803 -0.00026162504243662689 -0.00019173629747922495 9.9000640845862387e-05 leaf_weight=23.087250808253884 14.633371025323866 80.034287268761545 151.02944845613092 leaf_count=143 95 959 1066 internal_value=0 -0.000114934 6.71193e-05 internal_weight=0 103.122 165.663 internal_count=2263 1102 1161 is_linear=0 shrinkage=0.00031408 Tree=1578 num_leaves=4 num_cat=0 split_feature=2 2 1429 split_gain=18.5874 18.62 17.4013 threshold=0.08826500000000001 0.092885000000000009 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051187360957703288 0.00083469803446848876 5.5449444215354774e-06 0.001013241933899218 leaf_weight=86.649731595534831 39.267980566713959 116.75823897868395 8.9415791165083629 leaf_count=1055 299 862 47 internal_value=0 0.000214299 -0.000369041 internal_weight=0 156.026 95.5913 internal_count=2263 1161 1102 is_linear=0 shrinkage=0.00104181 Tree=1579 num_leaves=4 num_cat=0 split_feature=2 4 1429 split_gain=17.7907 18.2087 16.6522 threshold=0.08826500000000001 -0.49071999999999993 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053287685153481884 -0.0009733561645921589 0.00034121079131271451 0.0010494419471756811 leaf_weight=86.351693066768348 14.144681852310894 142.05229693511501 8.9563740566372854 leaf_count=1055 95 1066 47 internal_value=0 0.000222064 -0.000384001 internal_weight=0 156.197 95.3081 internal_count=2263 1161 1102 is_linear=0 shrinkage=0.00110557 Tree=1580 num_leaves=4 num_cat=0 split_feature=15 43 14 split_gain=15.1132 15.735 2.58256 threshold=-0.30139999999999995 -0.075714999999999991 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005065318645516867 0.0002369890096235947 -0.00043867997601086857 0.0013644305481461773 leaf_weight=11.55178425088525 88.319111124612391 135.19143774360418 10.323055973276494 leaf_count=74 823 1306 94 internal_value=0 -0.000171695 0.000912224 internal_weight=0 223.511 21.8748 internal_count=2297 2129 168 is_linear=0 shrinkage=0.00124506 Tree=1581 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=18.8069 17.9054 17.61 threshold=0.10098000000000001 0.0060650000000000009 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015127762860768347 0.00018328325057783416 8.4241215404132948e-05 -0.00014806396012707494 leaf_weight=119.99913999531418 68.522621762007475 48.340456799603999 22.815788093954325 leaf_count=1357 438 378 124 internal_value=0 -8.36441e-05 0.000100501 internal_weight=0 168.34 91.3384 internal_count=2297 1735 562 is_linear=0 shrinkage=0.000326769 Tree=1582 num_leaves=4 num_cat=0 split_feature=15 49 14 split_gain=14.6417 12.4401 2.5789 threshold=-0.30139999999999995 -0.036809999999999996 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048973669471591419 0.00028756962143180049 -0.00034795106007580001 0.0013353716925436983 leaf_weight=11.494841679930689 64.469703247770667 159.14245570916682 10.130271732807158 leaf_count=74 320 1809 94 internal_value=0 -0.000164715 0.000886702 internal_weight=0 223.612 21.6251 internal_count=2297 2129 168 is_linear=0 shrinkage=0.00122064 Tree=1583 num_leaves=4 num_cat=0 split_feature=15 43 14 split_gain=14.1449 15.03 2.57778 threshold=-0.30139999999999995 -0.075714999999999991 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041940222472012904 0.00020026567771721685 -0.00036357691312654221 0.0011605275786316545 leaf_weight=11.424168238416316 88.334706734865904 134.87207949953154 9.9224460553377849 leaf_count=74 823 1306 94 internal_value=0 -0.000140437 0.000764625 internal_weight=0 223.207 21.3466 internal_count=2297 2129 168 is_linear=0 shrinkage=0.00106264 Tree=1584 num_leaves=3 num_cat=0 split_feature=151 2 split_gain=15.1033 14.7342 threshold=-0.24384499999999998 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018391345249475894 -0.00035881185692398143 0.00030625215790186511 leaf_weight=7.2451698184013358 89.406094764824957 149.05991953890771 leaf_count=53 1067 1105 internal_value=0 5.68964e-05 internal_weight=0 238.466 internal_count=2225 2172 is_linear=0 shrinkage=0.00129536 Tree=1585 num_leaves=3 num_cat=0 split_feature=151 2 split_gain=14.7294 14.1177 threshold=-0.24446999999999999 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018232667953219195 -0.00035142277646912305 0.00029995663225070994 leaf_weight=7.1907142065465441 89.240788438357413 149.0578703940846 leaf_count=51 1067 1107 internal_value=0 5.60121e-05 internal_weight=0 238.299 internal_count=2225 2174 is_linear=0 shrinkage=0.00129536 Tree=1586 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=17.7899 14.3329 threshold=-0.23832999999999996 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031185857175428344 2.000481291374069e-05 -0.00018325686367380101 leaf_weight=20.933953814208508 183.98649397492409 56.78038427978754 leaf_count=116 1467 642 internal_value=0 -2.79414e-05 internal_weight=0 240.767 internal_count=2225 2109 is_linear=0 shrinkage=0.000353706 Tree=1587 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=17.5272 15.2649 threshold=-0.23832999999999996 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028090888838234508 1.9147208735490757e-05 -0.00017020010642541266 leaf_weight=20.77563295327127 185.00261472444981 57.190617526881397 leaf_count=116 1467 642 internal_value=0 -2.55745e-05 internal_weight=0 242.193 internal_count=2225 2109 is_linear=0 shrinkage=0.000320362 Tree=1588 num_leaves=4 num_cat=0 split_feature=3 11 0 split_gain=13.7213 17.7719 16.9187 threshold=-0.11372999999999998 0.081790000000000015 -0.10071499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008667375576905331 0.00026400566317987483 -0.00033364717593785561 -0.00033573953090718621 leaf_weight=35.149446371942759 74.050638305023313 17.943212913349271 116.8263625507243 leaf_count=142 368 118 1614 internal_value=0 0.000461081 -0.000103066 internal_weight=0 53.0927 190.877 internal_count=2242 260 1982 is_linear=0 shrinkage=0.000981718 Tree=1589 num_leaves=4 num_cat=0 split_feature=3 11 1213 split_gain=13.145 17.059 16.6072 threshold=-0.11372999999999998 0.081790000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011003818531508606 -0.0014148902543123934 -0.00042172552564362896 -2.1133580427324506e-05 leaf_weight=35.013609020039439 14.944268389604984 17.952154505997896 175.54050446860492 leaf_count=142 329 118 1653 internal_value=0 0.000584514 -0.00013061 internal_weight=0 52.9658 190.485 internal_count=2242 260 1982 is_linear=0 shrinkage=0.00126996 Tree=1590 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=16.4188 17.5921 9.49922 threshold=0.28251000000000009 1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4059301218936992e-05 0.00031590753915053008 0.00041976953300004673 -5.1177143364506866e-05 leaf_weight=211.48610291536897 28.532060321420431 9.8426848948001844 12.049755953252314 leaf_count=1965 165 27 85 internal_value=0 -3.29533e-05 0.000206938 internal_weight=0 221.329 40.5818 internal_count=2242 1992 250 is_linear=0 shrinkage=0.00034677 Tree=1591 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=12.9359 15.8552 threshold=0.26746000000000009 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068314450263458652 -0.0015408732344288185 -9.0505240665670201e-05 leaf_weight=50.106603138148785 7.6113191526383153 185.64184550056234 leaf_count=235 51 1956 internal_value=0 7.39703e-05 internal_weight=0 235.748 internal_count=2242 2191 is_linear=0 shrinkage=0.00122064 Tree=1592 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=18.1062 28.9001 21.8555 threshold=-0.060199999999999997 1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081278642316066929 -0.00059921397337338506 5.7517627937408063e-05 0.00065661570699904691 leaf_weight=50.905325612518936 16.657690078020096 115.52686416823417 55.769594384357333 leaf_count=1034 113 793 300 internal_value=0 -0.000208738 0.000367703 internal_weight=0 166.432 72.4273 internal_count=2240 1827 413 is_linear=0 shrinkage=0.000962469 Tree=1593 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=18.0837 21.6506 15.6916 threshold=-0.060199999999999997 -0.49367499999999992 0.10384 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012925664495778912 -0.00018758410896885862 0.00020547009329249257 6.641163904637712e-05 leaf_weight=117.84226492559537 17.211653485894203 58.076243352144957 57.961582322604954 leaf_count=1461 113 300 366 internal_value=0 0.000115589 -6.47457e-05 internal_weight=0 75.2879 175.804 internal_count=2240 413 1827 is_linear=0 shrinkage=0.000307922 Tree=1594 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=19.3912 26.2785 12.7141 threshold=0.099515000000000006 -0.10075499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001273843646667187 0.00024184175752728668 -0.00013893487805440461 2.0137887496193713e-05 leaf_weight=40.219782769680023 30.719950292259455 117.64086077362299 65.625917609781027 leaf_count=189 216 1471 364 internal_value=0 -7.10748e-05 9.08622e-05 internal_weight=0 157.861 96.3459 internal_count=2240 1660 580 is_linear=0 shrinkage=0.000284472 Tree=1595 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=21.5119 27.4495 12.6594 threshold=0.099515000000000006 -0.10075499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013411324055957754 0.00025568231713680463 -0.00014872831513697304 2.7121805117621128e-05 leaf_weight=40.316694758832455 31.121542701497674 117.93382298760116 66.696237616240978 leaf_count=189 216 1471 364 internal_value=0 -7.66627e-05 9.98759e-05 internal_weight=0 158.251 97.8178 internal_count=2240 1660 580 is_linear=0 shrinkage=0.000295965 Tree=1596 num_leaves=4 num_cat=0 split_feature=481 454 159 split_gain=16.2073 15.8184 1.00321 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059104919552037893 -0.0013067907078559212 0.00017284980012050426 -0.0012550409353045253 leaf_weight=3.2965682363137594 7.7761179059743872 228.04750523669645 8.9953061738051456 leaf_count=58 58 1953 173 internal_value=0 0.000123958 -0.00107816 internal_weight=0 235.824 12.2919 internal_count=2242 2011 231 is_linear=0 shrinkage=0.00102138 Tree=1597 num_leaves=4 num_cat=0 split_feature=481 155 159 split_gain=15.6893 15.5075 1.01491 threshold=-1.0000000180025095e-35 0.087925000000000017 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062796682719961662 0.00019051940339030919 -0.0012219179891699312 -0.0013535340712461266 leaf_weight=3.2837103377096346 225.96291959658265 9.8993037533946318 8.8277490921318513 leaf_count=58 1877 134 173 internal_value=0 0.000131144 -0.00115811 internal_weight=0 235.862 12.1115 internal_count=2242 2011 231 is_linear=0 shrinkage=0.00110557 Tree=1598 num_leaves=4 num_cat=0 split_feature=481 454 159 split_gain=15.1897 15.1132 1.0264 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056937681350089286 -0.0012780232964977524 0.00016640023515170679 -0.0012459549797944952 leaf_weight=3.2712681451812378 7.7970582097768775 227.89226932032034 8.6628551343455893 leaf_count=58 58 1953 173 internal_value=0 0.000118516 -0.0010617 internal_weight=0 235.689 11.9341 internal_count=2242 2011 231 is_linear=0 shrinkage=0.00102138 Tree=1599 num_leaves=4 num_cat=0 split_feature=481 155 159 split_gain=16.3553 16.754 1.04185 threshold=-1.0000000180025095e-35 0.087925000000000017 -0.087734999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016552392992297957 4.6498902634863745e-05 -0.00030828785012643255 -0.00034038435129670472 leaf_weight=3.808060514740645 241.4828303353861 10.797708742320536 9.1781712379306537 leaf_count=63 1877 134 168 internal_value=0 3.12917e-05 -0.000289427 internal_weight=0 252.281 12.9862 internal_count=2242 2011 231 is_linear=0 shrinkage=0.000278894 Tree=1600 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=18.605 19.5121 3.8511 threshold=1.0000000180025095e-35 -0.10899499999999999 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017498666379292066 0.00010017003851251681 -8.3217349596779802e-05 0.00032421200901899426 leaf_weight=39.032149251550436 15.645179398357866 194.20127206342295 18.768284259364009 leaf_count=193 96 1876 105 internal_value=0 -3.99955e-05 0.000222469 internal_weight=0 233.233 34.4135 internal_count=2270 2069 201 is_linear=0 shrinkage=0.000333305 Tree=1601 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=14.1305 15.8967 4.09072 threshold=1.0000000180025095e-35 -0.10899499999999999 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067458003393909528 0.00029965464634043853 -0.0003019984643679969 0.0012808381555284452 leaf_weight=36.335606152191758 14.239595292136075 181.00094966590405 16.869266394525766 leaf_count=193 96 1876 105 internal_value=0 -0.000138683 0.000832176 internal_weight=0 217.337 31.1089 internal_count=2270 2069 201 is_linear=0 shrinkage=0.00134769 Tree=1602 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=13.6247 15.2321 4.03537 threshold=1.0000000180025095e-35 -0.10899499999999999 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054300994528509098 0.00024098533458287896 -0.00024248525895787217 0.0010439695274833828 leaf_weight=36.201568337157369 14.200381485745313 180.78141793841496 16.600905856117606 leaf_count=193 96 1876 105 internal_value=0 -0.000111397 0.000674147 internal_weight=0 216.983 30.8013 internal_count=2270 2069 201 is_linear=0 shrinkage=0.00110557 Tree=1603 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=13.1359 14.5945 3.9798 threshold=1.0000000180025095e-35 -0.10899499999999999 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061200136497828982 0.00027135586342251532 -0.00027261895392512159 0.0011914071073245987 leaf_weight=36.070705618709326 14.162047928199174 180.56742714392021 16.337714850902557 leaf_count=193 96 1876 105 internal_value=0 -0.000125287 0.000764634 internal_weight=0 216.638 30.4998 internal_count=2270 2069 201 is_linear=0 shrinkage=0.00126996 Tree=1604 num_leaves=4 num_cat=0 split_feature=128 47 43 split_gain=17.1286 13.1974 0.311135 threshold=0.086435000000000012 0.11774000000000001 -0.073484999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023474998588522822 -0.0021953240634493667 -0.0011643483234251421 -0.001620562999449116 leaf_weight=222.2875316189602 3.7441143277101219 13.495766717940567 4.1910293316468588 leaf_count=1993 59 76 78 internal_value=0 0.000154581 -0.00189638 internal_weight=0 235.783 7.93514 internal_count=2206 2069 137 is_linear=0 shrinkage=0.00137464 Tree=1605 num_leaves=4 num_cat=0 split_feature=12 12 0 split_gain=13.4644 14.7188 9.07587 threshold=0.092215000000000005 0.089765000000000025 -0.042364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012010979843213593 -0.00069417459753927065 0.001226289112988425 0.00025013218242461109 leaf_weight=167.07407682016492 40.793550313916057 16.819925633259118 18.942146062850952 leaf_count=1392 544 166 104 internal_value=0 0.000221404 -0.000394751 internal_weight=0 183.894 59.7357 internal_count=2206 1558 648 is_linear=0 shrinkage=0.00112769 Tree=1606 num_leaves=4 num_cat=0 split_feature=128 472 43 split_gain=17.1639 15.2299 0.19713 threshold=0.086435000000000012 -1.0000000180025095e-35 -0.073314999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038288794034214638 -0.00048266088856242518 4.4960289069862133e-05 -0.000377914497093176 leaf_weight=8.8250759253278357 4.0907518812455237 247.41010526474565 4.5459852293133718 leaf_count=120 60 1949 77 internal_value=0 3.01972e-05 -0.000428482 internal_weight=0 256.235 8.63674 internal_count=2206 2069 137 is_linear=0 shrinkage=0.000320362 Tree=1607 num_leaves=4 num_cat=0 split_feature=128 50 43 split_gain=17.0577 13.4822 0.292263 threshold=0.086435000000000012 0.10647500000000001 -0.094839999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3760783848719744e-05 -0.00050273359225123937 -0.00023334036733812491 -0.00037523779351227585 leaf_weight=230.3738042190671 3.6893419362604618 18.087464451324195 4.6392425824888033 leaf_count=1848 47 221 90 internal_value=0 3.28441e-05 -0.000432736 internal_weight=0 248.461 8.32858 internal_count=2206 2069 137 is_linear=0 shrinkage=0.000320362 Tree=1608 num_leaves=4 num_cat=0 split_feature=130 484 40 split_gain=13.1201 12.9472 4.8301 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078161768632763499 0.0002508004401246832 0.00023291240916706606 -0.0014017054534291619 leaf_weight=21.466376204043627 3.5230333134531966 210.9771436592564 12.264627640135584 leaf_count=348 16 1623 296 internal_value=0 0.000139163 -0.00103309 internal_weight=0 232.444 15.7877 internal_count=2283 1971 312 is_linear=0 shrinkage=0.00124506 Tree=1609 num_leaves=4 num_cat=0 split_feature=130 484 40 split_gain=12.7059 12.4212 4.75341 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066915682385421051 0.00021354472728397073 0.00019823642298827363 -0.0012169758983811918 leaf_weight=21.340667011681944 3.5217448100447646 210.95653550885618 12.024741854984311 leaf_count=348 16 1623 296 internal_value=0 0.000118502 -0.000893056 internal_weight=0 232.297 15.5465 internal_count=2283 1971 312 is_linear=0 shrinkage=0.0010839 Tree=1610 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=12.8412 21.2263 2.9028 threshold=0.12337000000000002 0.11926500000000002 0.10358500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0014233615440334e-05 0.0012286064297035992 -0.0021337418912278409 0.00030366461084585083 leaf_weight=213.75656784232706 17.444674784317616 7.7939643654972306 8.4703380651772004 leaf_count=2035 155 46 47 internal_value=0 -3.6634e-05 0.000926735 internal_weight=0 221.551 25.915 internal_count=2283 2081 202 is_linear=0 shrinkage=0.00129536 Tree=1611 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=14.6656 18.4486 2.62217 threshold=0.12337000000000002 0.11926500000000002 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2448475404478071e-06 0.0003196705499588052 -0.00049561672294623504 0.00011458996358453691 leaf_weight=225.27532300027087 16.822122130542997 8.1170657631009799 11.06069593131542 leaf_count=2035 150 46 52 internal_value=0 -1.22135e-05 0.000238452 internal_weight=0 233.392 27.8828 internal_count=2283 2081 202 is_linear=0 shrinkage=0.000326769 Tree=1612 num_leaves=3 num_cat=0 split_feature=453 12 split_gain=14.9797 15.8965 threshold=1.0000000180025095e-35 0.092355000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.6106631891373258e-05 -0.00044441308623375305 -0.00012441858547608797 leaf_weight=188.47709206771106 8.0477594994008523 65.554813205264509 leaf_count=1539 60 682 internal_value=0 1.69345e-05 internal_weight=0 254.032 internal_count=2281 2221 is_linear=0 shrinkage=0.000333305 Tree=1613 num_leaves=4 num_cat=0 split_feature=15 128 14 split_gain=15.4866 15.9045 0.922641 threshold=-0.30139999999999995 1.0000000180025095e-35 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019247405019869466 -3.3935035571497227e-06 -0.00041021002323922981 0.00032452528446439707 leaf_weight=10.781010430306198 232.08227486442775 10.281601301394401 11.206324901431797 leaf_count=69 1951 165 96 internal_value=0 -2.06825e-05 0.00026 internal_weight=0 242.364 21.9873 internal_count=2281 2116 165 is_linear=0 shrinkage=0.000320362 Tree=1614 num_leaves=3 num_cat=0 split_feature=453 12 split_gain=16.8602 14.8697 threshold=1.0000000180025095e-35 0.092355000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023806537441553496 -0.00166886502436882 -0.00041984432370027541 leaf_weight=177.97236069710925 7.5927199106663457 61.019015428144485 leaf_count=1539 60 682 internal_value=0 7.00685e-05 internal_weight=0 238.991 internal_count=2281 2221 is_linear=0 shrinkage=0.00115024 Tree=1615 num_leaves=4 num_cat=0 split_feature=15 128 14 split_gain=15.5232 15.3618 0.880369 threshold=-0.30139999999999995 1.0000000180025095e-35 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018389153515264037 -2.8643356910357526e-06 -0.00038373730685659953 0.00030551109825876474 leaf_weight=10.773267701268198 230.17761635826901 10.054022562690077 11.206505998969076 leaf_count=69 1951 165 96 internal_value=0 -1.88336e-05 0.000246111 internal_weight=0 240.232 21.9798 internal_count=2281 2116 165 is_linear=0 shrinkage=0.000301884 Tree=1616 num_leaves=4 num_cat=0 split_feature=12 47 1 split_gain=15.4934 21.9432 16.9206 threshold=0.083325000000000024 0.081320000000000017 0.12796000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011774740396823832 -0.00012233378635257425 -0.00019380975753802263 0.00029221728413739395 leaf_weight=101.73698768950999 124.09959497768432 25.813657216727734 9.6543479673564416 leaf_count=538 1579 120 47 internal_value=0 5.4675e-05 -9.23741e-05 internal_weight=0 127.551 133.754 internal_count=2284 658 1626 is_linear=0 shrinkage=0.000301884 Tree=1617 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=13.7513 14.8178 1.72731 threshold=-0.39235499999999995 0.148925 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011114469335160773 -5.111341251423601e-05 0.00022255346865299142 0.00026387379998603236 leaf_weight=10.007304448634388 222.66622954327613 14.539865151047705 10.544315781444309 leaf_count=67 2085 42 90 internal_value=0 -3.43221e-05 0.000189677 internal_weight=0 237.206 20.5516 internal_count=2284 2127 157 is_linear=0 shrinkage=0.000262808 Tree=1618 num_leaves=4 num_cat=0 split_feature=12 47 1 split_gain=13.9758 20.6074 16.8591 threshold=0.083325000000000024 0.081320000000000017 0.12796000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012801588589507809 -0.00013299315666661044 -0.00021156156150848563 0.00033223832531710225 leaf_weight=101.33612298965454 122.82617041002959 25.923675894737244 9.696675203740595 leaf_count=538 1579 120 47 internal_value=0 5.88203e-05 -9.89093e-05 internal_weight=0 127.26 132.523 internal_count=2284 658 1626 is_linear=0 shrinkage=0.000339971 Tree=1619 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=14.6168 24.6552 12.0942 threshold=-0.010949999999999998 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022061600900152764 -9.2564913207653408e-05 1.5093708378598978e-05 0.00024974517268685895 leaf_weight=66.130715698935091 15.758537299931048 146.20588980615139 32.245377590879798 leaf_count=1130 102 914 138 internal_value=0 -5.83296e-05 0.000137381 internal_weight=0 212.337 48.0039 internal_count=2284 2044 240 is_linear=0 shrinkage=0.000320362 Tree=1620 num_leaves=4 num_cat=0 split_feature=15 41 49 split_gain=16.508 15.0552 11.4838 threshold=0.091330000000000008 0.083035000000000012 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018296339412982954 0.00023444619098430755 -0.0017058526626729706 -0.0018046449954796573 leaf_weight=202.49476733291522 9.8361685350537318 10.625736102461813 20.192945970222354 leaf_count=1815 36 75 350 internal_value=0 8.86467e-05 -0.00113701 internal_weight=0 213.121 30.0291 internal_count=2276 1890 386 is_linear=0 shrinkage=0.00154807 Tree=1621 num_leaves=4 num_cat=0 split_feature=15 41 49 split_gain=15.9881 14.4329 11.2907 threshold=0.091330000000000008 0.083035000000000012 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015265574965104054 0.00019568107394163381 -0.0014283992377239808 -0.0015357106508868317 leaf_weight=202.49421780509874 9.8330394141376036 10.58840264752507 19.80280342977494 leaf_count=1815 36 75 350 internal_value=0 7.39698e-05 -0.000961486 internal_weight=0 213.083 29.6358 internal_count=2276 1890 386 is_linear=0 shrinkage=0.00132126 Tree=1622 num_leaves=4 num_cat=0 split_feature=15 41 49 split_gain=15.4832 13.8346 11.1006 threshold=0.091330000000000008 0.083035000000000012 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014062493212611967 0.00018032365008917572 -0.0013203702469413287 -0.0014428459464304517 leaf_weight=202.49398350669071 9.8299693688750285 10.552713874727486 19.420549809932709 leaf_count=1815 36 75 350 internal_value=0 6.81465e-05 -0.000897599 internal_weight=0 213.047 29.2505 internal_count=2276 1890 386 is_linear=0 shrinkage=0.00124506 Tree=1623 num_leaves=4 num_cat=0 split_feature=15 157 43 split_gain=14.9929 13.4917 11.0517 threshold=0.091330000000000008 -0.084489999999999996 -0.084964999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011942787253750083 0.00023377359842101858 0.00015340196704657122 -0.0014787421815499651 leaf_weight=13.274867016356437 9.3382898503914493 199.73781815357506 19.534760425332934 leaf_count=173 75 1717 311 internal_value=0 6.93155e-05 -0.000925082 internal_weight=0 213.013 28.8731 internal_count=2276 1890 386 is_linear=0 shrinkage=0.00129536 Tree=1624 num_leaves=4 num_cat=0 split_feature=1456 157 12 split_gain=15.9695 11.4729 0.063255 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016123945636337357 -0.00098140245755897501 0.00015563139688820279 -0.0013669172498978824 leaf_weight=3.1395469494163972 14.049139976501463 219.89402288571 7.4737235535867512 leaf_count=29 157 1882 179 internal_value=0 8.72739e-05 -0.0014423 internal_weight=0 233.943 10.6133 internal_count=2247 2039 208 is_linear=0 shrinkage=0.00122064 Tree=1625 num_leaves=4 num_cat=0 split_feature=13 376 1 split_gain=12.0855 12.2826 1.45968 threshold=-0.17446999999999999 0.048375000000000008 0.08486500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050120784562889811 -0.00015404869886994344 0.0008650045347825049 0.0010921271740331473 leaf_weight=11.103775419294836 201.56161092035472 18.473292404785752 13.119351675733922 leaf_count=29 2005 105 108 internal_value=0 -6.84252e-05 0.00082186 internal_weight=0 220.035 24.2231 internal_count=2247 2110 137 is_linear=0 shrinkage=0.00119671 Tree=1626 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=17.3882 13.945 0.0726333 threshold=-1.0000000180025095e-35 0.077845000000000011 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039846252554079587 -7.5021097148976986e-05 7.4975490906191436e-05 -0.00033797058031702327 leaf_weight=3.5801641196012479 87.064830594696105 160.74361882917583 7.8997197016142309 leaf_count=31 1065 974 177 internal_value=0 2.22741e-05 -0.000357466 internal_weight=0 247.808 11.4799 internal_count=2247 2039 208 is_linear=0 shrinkage=0.000301884 Tree=1627 num_leaves=4 num_cat=0 split_feature=1456 157 12 split_gain=15.5424 10.9818 0.0596076 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014260539650252457 -0.00085639954101232986 0.00013476300802119459 -0.0012107782658768917 leaf_weight=3.0854455027729255 13.948930249083785 219.64823171123862 7.3212503204122186 leaf_count=29 157 1882 179 internal_value=0 7.5512e-05 -0.0012771 internal_weight=0 233.597 10.4067 internal_count=2247 2039 208 is_linear=0 shrinkage=0.0010839 Tree=1628 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=14.4818 24.9819 19.0352 threshold=0.089765000000000025 -1.0000000180025095e-35 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016995888172175586 7.4900127162130074e-05 -0.00016253094077221391 -0.00029310699791039441 leaf_weight=23.372456869110465 143.7117514219135 83.81651886831969 12.333014634437857 leaf_count=132 902 1070 136 internal_value=0 -9.00145e-05 4.57823e-05 internal_weight=0 107.189 156.045 internal_count=2240 1202 1038 is_linear=0 shrinkage=0.000284472 Tree=1629 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=15.5856 25.3113 18.9492 threshold=0.089765000000000025 -1.0000000180025095e-35 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019691890711797459 9.2797568638962482e-05 -0.00018679602972413405 -0.00033121388051025289 leaf_weight=23.486145202070475 142.4250950133428 83.801440985873342 12.201120777521281 leaf_count=132 902 1070 136 internal_value=0 -0.000102778 5.93033e-05 internal_weight=0 107.288 154.626 internal_count=2240 1202 1038 is_linear=0 shrinkage=0.000326769 Tree=1630 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=12.7154 16.5151 6.96082 threshold=-0.10593999999999999 -0.060199999999999997 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016298819737996244 -0.00014132827881121763 0.00063123952635568692 -0.000208910881167426 leaf_weight=11.047023813240232 163.55715391179547 58.119114620611072 10.347346113994716 leaf_count=148 1702 321 69 internal_value=0 6.12606e-05 -0.000943431 internal_weight=0 221.676 21.3944 internal_count=2240 2023 217 is_linear=0 shrinkage=0.00124506 Tree=1631 num_leaves=3 num_cat=0 split_feature=42 1456 split_gain=12.418 12.673 threshold=-0.11377999999999998 0.075120000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014480943065189184 8.9050012148491654e-05 -0.0013743127114766945 leaf_weight=9.1487191137857717 223.97356311697513 9.5465881396085006 leaf_count=129 1936 175 internal_value=0 2.91185e-05 internal_weight=0 233.52 internal_count=2240 2111 is_linear=0 shrinkage=0.00124506 Tree=1632 num_leaves=4 num_cat=0 split_feature=13 123 133 split_gain=18.8446 23.105 8.49212 threshold=-0.091149999999999995 1.0000000180025095e-35 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5254823746521749e-05 -8.0765975665745044e-05 0.00024855664575369724 0.00024518036034371196 leaf_weight=13.176249653100966 185.67757696192712 25.905119786038995 42.186143107712269 leaf_count=122 1765 155 214 internal_value=0 -4.04266e-05 0.000173682 internal_weight=0 211.583 55.3624 internal_count=2256 1920 336 is_linear=0 shrinkage=0.000326769 Tree=1633 num_leaves=4 num_cat=0 split_feature=13 47 133 split_gain=16.9116 22.098 7.58155 threshold=-0.091149999999999995 0.10621500000000002 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019302864485062253 -2.4463860740608853e-05 -0.0014990348124827974 0.00086464415343132464 leaf_weight=12.199940018355845 179.93093623872846 15.149673270992933 39.538464524783194 leaf_count=122 1802 118 214 internal_value=0 -0.000139112 0.000615265 internal_weight=0 195.081 51.7384 internal_count=2256 1920 336 is_linear=0 shrinkage=0.00117324 Tree=1634 num_leaves=3 num_cat=0 split_feature=376 47 split_gain=17.1491 22.232 threshold=0.048375000000000008 0.11893500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.4894697715002187e-07 0.00027559371402869151 -0.00052234737709059339 leaf_weight=227.48488176893443 23.790722785517573 9.4211320299655181 leaf_count=2064 125 67 internal_value=0 -2.11479e-05 internal_weight=0 236.906 internal_count=2256 2131 is_linear=0 shrinkage=0.000333305 Tree=1635 num_leaves=4 num_cat=0 split_feature=13 47 133 split_gain=16.2409 21.187 7.31181 threshold=-0.091149999999999995 0.10621500000000002 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019650770945122109 -2.4977272399303043e-05 -0.0015293540212214863 0.00088461137109741776 leaf_weight=12.204329247586427 180.12168678222224 15.100549237802623 39.347798116505146 leaf_count=122 1802 118 214 internal_value=0 -0.00014148 0.000628692 internal_weight=0 195.222 51.5521 internal_count=2256 1920 336 is_linear=0 shrinkage=0.00122064 Tree=1636 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=18.0027 21.795 17.0556 threshold=-0.061994999999999995 1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070531264420706479 -0.00050358474902875499 2.0572643543962029e-05 0.00059261382773616897 leaf_weight=53.651619873940945 16.194037273526192 117.36503017693758 57.324824022129178 leaf_count=1029 114 791 306 internal_value=0 -0.000207207 0.000351086 internal_weight=0 171.017 73.5189 internal_count=2240 1820 420 is_linear=0 shrinkage=0.000943597 Tree=1637 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=19.9868 19.2097 13.8709 threshold=0.10098000000000001 -0.060004999999999996 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016438391162488286 0.0001737248584839154 0.00010592582157743041 -0.00024356585714896086 leaf_weight=119.43980217305943 82.022727092728019 47.942813837900758 11.851330392062662 leaf_count=1481 499 207 53 internal_value=0 -8.69568e-05 0.000121004 internal_weight=0 167.383 93.8741 internal_count=2240 1688 552 is_linear=0 shrinkage=0.00036078 Tree=1638 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=17.3016 21.2399 16.3927 threshold=-0.061994999999999995 1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094024216380421389 -0.00066435493253197788 2.765001818711504e-05 0.00078330552445243329 leaf_weight=53.068142228294164 16.170404806733131 117.49282860383391 57.161454521119595 leaf_count=1029 114 791 306 internal_value=0 -0.00027357 0.000463992 internal_weight=0 170.561 73.3319 internal_count=2240 1820 420 is_linear=0 shrinkage=0.00126996 Tree=1639 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=20.278 16.7248 14.0459 threshold=0.10098000000000001 -0.12077499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012329912950213514 0.00015114344140424029 -0.00012691557762430002 -0.00021759302787336039 leaf_weight=32.746501259505749 81.324568796902895 134.66306295990944 11.632991619408129 leaf_count=139 499 1549 53 internal_value=0 -7.79633e-05 0.000104963 internal_weight=0 167.41 92.9576 internal_count=2240 1688 552 is_linear=0 shrinkage=0.00031408 Tree=1640 num_leaves=3 num_cat=0 split_feature=376 457 split_gain=12.7551 15.0685 threshold=0.048375000000000008 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025706756252657972 0.00097170848374312005 0.00072450822261034391 leaf_weight=185.69917443068698 23.127367565408349 35.126790437847376 leaf_count=1964 130 156 internal_value=0 -0.000100879 internal_weight=0 220.826 internal_count=2250 2120 is_linear=0 shrinkage=0.00137464 Tree=1641 num_leaves=3 num_cat=0 split_feature=4 128 split_gain=13.7611 15.141 threshold=0.50609000000000004 0.086435000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.2952358055423339e-06 0.0012437805569357142 -0.0016513734721166299 leaf_weight=221.4809315786697 13.047047615051268 8.9957741135731322 leaf_count=1985 123 142 internal_value=0 -6.9675e-05 internal_weight=0 230.477 internal_count=2250 2127 is_linear=0 shrinkage=0.00124506 Tree=1642 num_leaves=3 num_cat=0 split_feature=4 128 split_gain=13.4012 14.7738 threshold=0.50609000000000004 0.089290000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.6896877720726239e-06 0.0012399374853338601 -0.0017397356430658947 leaf_weight=222.44934219960123 12.796825477853416 7.8956406810320905 leaf_count=2001 123 126 internal_value=0 -6.81648e-05 internal_weight=0 230.345 internal_count=2250 2127 is_linear=0 shrinkage=0.00124506 Tree=1643 num_leaves=4 num_cat=0 split_feature=4 150 49 split_gain=16.6247 18.4761 4.16051 threshold=0.27066000000000007 -0.099594999999999975 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034654133139191094 0.00031645446661171056 -4.7888902235934678e-05 0.00011144135272103091 leaf_weight=9.6442368663847429 10.542169112712143 209.62007542001083 28.568786514922976 leaf_count=29 50 1964 207 internal_value=0 -3.05114e-05 0.000166829 internal_weight=0 219.264 39.111 internal_count=2250 1993 257 is_linear=0 shrinkage=0.000278894 Tree=1644 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=13.2245 14.0657 threshold=-1.0000000180025095e-35 0.088435000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0012357604659801961 -0.00040360074359822406 0.00013323048621833314 leaf_weight=8.9179649483412486 81.719829873647541 150.51181035675108 leaf_count=65 1060 1171 internal_value=0 -5.56923e-05 internal_weight=0 232.232 internal_count=2296 2231 is_linear=0 shrinkage=0.00104181 Tree=1645 num_leaves=4 num_cat=0 split_feature=1 47 51 split_gain=16.4391 17.9333 17.0293 threshold=0.10439500000000002 0.087885000000000019 -0.10593999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036607144263216631 0.00018522909120674151 -9.7046688368219785e-05 -2.6484963864273415e-05 leaf_weight=12.342298561707137 58.059023415669799 25.045756068080664 162.29648068547249 leaf_count=170 362 136 1628 internal_value=0 0.000100155 -5.05221e-05 internal_weight=0 83.1048 174.639 internal_count=2296 498 1798 is_linear=0 shrinkage=0.000278894 Tree=1646 num_leaves=4 num_cat=0 split_feature=1 47 51 split_gain=17.4017 17.4941 17.1422 threshold=0.10439500000000002 0.087885000000000019 -0.10593999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004402671064689498 0.00022338429372650726 -0.00011018880782595355 -3.3492517542940684e-05 leaf_weight=12.370640006847678 58.01668875105679 24.971453737467527 161.98887175321579 leaf_count=170 362 136 1628 internal_value=0 0.000123009 -6.23978e-05 internal_weight=0 82.9881 174.36 internal_count=2296 498 1798 is_linear=0 shrinkage=0.000333305 Tree=1647 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=13.0093 16.6879 threshold=-0.14917999999999998 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000734977951323234 4.6477139602090945e-06 -0.00093088589602222192 leaf_weight=17.983876954764128 206.291693829 16.955368411261588 leaf_count=70 1908 318 internal_value=0 -6.64786e-05 internal_weight=0 223.247 internal_count=2296 2226 is_linear=0 shrinkage=0.000906956 Tree=1648 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=13.1844 16.5977 16.5894 threshold=0.045590000000000006 -0.048759999999999991 0.13999000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00096257979306786623 -0.00037821231870984639 -2.7208677421560488e-05 0.0013879865078444808 leaf_weight=38.290348565205932 120.25230399239808 74.006274894811213 8.46395071223378 leaf_count=215 1638 376 21 internal_value=0 0.000310391 -0.000261884 internal_weight=0 112.297 128.716 internal_count=2250 591 1659 is_linear=0 shrinkage=0.00122064 Tree=1649 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=20.0092 18.4621 17.9599 threshold=0.045590000000000006 0.13999000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025983464240425833 -0.00011040645836999268 0.00035997481022186415 5.1092732506740388e-06 leaf_weight=42.132078045979142 129.6046016397886 8.7708431854844076 77.52629872970283 leaf_count=215 1638 21 376 internal_value=0 -8.05461e-05 9.4826e-05 internal_weight=0 138.375 119.658 internal_count=2250 1659 591 is_linear=0 shrinkage=0.00031408 Tree=1650 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=12.788 24.9761 17.4481 threshold=1.0000000180025095e-35 0.043130000000000009 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073839790084936658 -0.0009212359148119423 0.00068335343902429179 0.00031407185501923545 leaf_weight=59.281369743403047 16.159243058413267 21.360293421894312 143.63560867961496 leaf_count=1115 132 58 945 internal_value=0 -0.000361733 0.000189056 internal_weight=0 80.6417 159.795 internal_count=2250 1173 1077 is_linear=0 shrinkage=0.00112769 Tree=1651 num_leaves=4 num_cat=0 split_feature=12 15 43 split_gain=12.4943 16.2716 16.0891 threshold=0.045590000000000006 0.15614500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00095029337457260249 -0.00036770028546885645 0.0014410408459718275 -2.8694063002011428e-05 leaf_weight=37.801031241193414 119.94831838645041 7.8798672221601 73.855800740420818 leaf_count=215 1634 25 376 internal_value=0 -0.000256003 0.000302845 internal_weight=0 127.828 111.657 internal_count=2250 1659 591 is_linear=0 shrinkage=0.00122064 Tree=1652 num_leaves=4 num_cat=0 split_feature=160 484 1 split_gain=13.9682 14.2723 0.880721 threshold=-0.25833999999999996 -0.0048499999999999993 0.076935000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089402466423026952 -0.00084636213474904073 0.00017796690759692521 -0.0016003110414773006 leaf_weight=4.4841793896630389 22.475039531942457 204.70567568112165 6.7055000588297844 leaf_count=127 368 1689 73 internal_value=0 7.65672e-05 -0.00131928 internal_weight=0 227.181 11.1897 internal_count=2257 2057 200 is_linear=0 shrinkage=0.00122064 Tree=1653 num_leaves=4 num_cat=0 split_feature=1 2 16 split_gain=14.5014 16.3711 14.76 threshold=0.089840000000000017 0.088485000000000022 0.070130000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025513939171718547 0.00013805856686650725 1.3239586303487073e-05 -0.00015164555111321924 leaf_weight=42.918810470495373 109.1564476788044 75.19332480430603 26.211216140538454 leaf_count=687 658 723 189 internal_value=0 -8.43077e-05 8.19497e-05 internal_weight=0 118.112 135.368 internal_count=2257 1410 847 is_linear=0 shrinkage=0.00034677 Tree=1654 num_leaves=4 num_cat=0 split_feature=160 1 52 split_gain=14.9701 14.8134 1.67375 threshold=-0.25833999999999996 0.090435000000000015 0.31316500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001968930304788805 -7.001180613863171e-05 0.00010823118383662572 -0.00048240697751055048 leaf_weight=4.0517368242144576 116.0984245701693 127.12303617969155 8.0663040424697083 leaf_count=65 1285 772 135 internal_value=0 2.31505e-05 -0.000387404 internal_weight=0 243.221 12.118 internal_count=2257 2057 200 is_linear=0 shrinkage=0.00036078 Tree=1655 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=13.5586 13.8153 1.80437 threshold=-0.25833999999999996 -0.0048499999999999993 0.31069500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064297930561789038 -0.00093978815617677517 0.00019647905201054783 -0.0018453154675553934 leaf_weight=3.4535668119788152 22.411466673947871 205.16032838728279 7.6177500635385513 leaf_count=61 368 1689 139 internal_value=0 8.4509e-05 -0.00147201 internal_weight=0 227.572 11.0713 internal_count=2257 2057 200 is_linear=0 shrinkage=0.00137464 Tree=1656 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=17.1844 18.7057 10.2528 threshold=0.10384000000000002 -0.10075499999999998 0.12474000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013374885915627235 0.00017812821875347871 -0.00014165551812465638 -0.00018959606091608865 leaf_weight=44.883681209757924 75.870325045660138 130.34651069808751 11.858524940907953 leaf_count=224 467 1570 56 internal_value=0 -7.11062e-05 0.000128392 internal_weight=0 175.23 87.7288 internal_count=2317 1794 523 is_linear=0 shrinkage=0.000367995 Tree=1657 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=16.4735 20.0062 10.6935 threshold=0.10384000000000002 -0.10075499999999998 0.12649500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013233019699236426 0.00016408598940131645 -0.00012716011275580862 -0.00018275409138892982 leaf_weight=44.488019660115242 74.838164418935776 127.73632049933076 11.359729669988154 leaf_count=224 469 1570 54 internal_value=0 -6.01228e-05 0.000118347 internal_weight=0 172.224 86.1979 internal_count=2317 1794 523 is_linear=0 shrinkage=0.000333305 Tree=1658 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=15.6195 21.0799 threshold=-0.28286499999999998 0.27772500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020229070830320691 -0.00010401292612902866 0.0010163060476114927 leaf_weight=6.4551221653819075 203.94118322152644 34.22345869988203 leaf_count=51 2019 247 internal_value=0 5.70417e-05 internal_weight=0 238.165 internal_count=2317 2266 is_linear=0 shrinkage=0.00132126 Tree=1659 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=16.5332 19.7295 10.6536 threshold=0.10384000000000002 -0.10075499999999998 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013600345360930877 0.00017079351618496129 -0.00013054326058653334 -0.00018953878925260473 leaf_weight=45.027127152308822 75.419474957510829 129.0751520334743 11.33534651249647 leaf_count=224 470 1570 53 internal_value=0 -6.16004e-05 0.000123681 internal_weight=0 174.102 86.7548 internal_count=2317 1794 523 is_linear=0 shrinkage=0.00034677 Tree=1660 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=15.3585 15.4682 0.0416894 threshold=-1.0000000180025095e-35 0.15915500000000002 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017023068418315554 0.00019369818772956807 -0.001419065592342381 -0.0014665571641552251 leaf_weight=2.9949096832424384 225.68940379098058 10.863457975909112 7.1492539872415364 leaf_count=28 1863 216 183 internal_value=0 0.000119525 -0.00153923 internal_weight=0 236.553 10.1442 internal_count=2290 2079 211 is_linear=0 shrinkage=0.00132126 Tree=1661 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=14.9465 15.012 0.0378579 threshold=-1.0000000180025095e-35 0.15915500000000002 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013097260114492278 0.00014638843034936295 -0.0010927353652376275 -0.0011312996296404996 leaf_weight=2.9423077190294844 225.67175189778209 10.663421642966567 7.0053703975863755 leaf_count=28 1863 216 183 internal_value=0 9.03955e-05 -0.00118648 internal_weight=0 236.335 9.94768 internal_count=2290 2079 211 is_linear=0 shrinkage=0.00102138 Tree=1662 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=16.233 15.9923 0.0348925 threshold=-1.0000000180025095e-35 0.15915500000000002 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043851963152031419 4.7547772193904228e-05 -0.00036495038536639245 -0.00038300450048684738 leaf_weight=3.3824636489152891 247.11352133471519 11.824493480846284 7.6327927787788212 leaf_count=30 1863 216 181 internal_value=0 2.86854e-05 -0.000400781 internal_weight=0 258.938 11.0153 internal_count=2290 2079 211 is_linear=0 shrinkage=0.00034677 Tree=1663 num_leaves=4 num_cat=0 split_feature=1456 133 3 split_gain=14.569 14.5868 0.0272234 threshold=-1.0000000180025095e-35 0.15915500000000002 -0.071774999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014202139721677734 0.0001813446904923965 -0.0013799168814938696 -0.0016143399737240224 leaf_weight=5.8900946080684662 226.0494941258803 10.488976855762301 3.8835515128448588 leaf_count=164 1863 216 47 internal_value=0 0.000112007 -0.00150035 internal_weight=0 236.538 9.77365 internal_count=2290 2079 211 is_linear=0 shrinkage=0.00129536 Tree=1664 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=14.5403 16.6279 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038230099187358898 -0.00020062449466033152 5.0874448485387379e-05 leaf_weight=10.57559190969914 33.817486218642443 213.31462012976408 leaf_count=140 561 1587 internal_value=0 1.64466e-05 internal_weight=0 247.132 internal_count=2288 2148 is_linear=0 shrinkage=0.000333305 Tree=1665 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=15.0459 16.227 6.81064 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.088409999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012850869179818154 -5.3863866828333072e-06 0.00029659772957206141 -0.00037969771269429482 leaf_weight=3.7443326553329852 217.22552993940189 22.697695794515312 16.176175012253225 leaf_count=29 1774 162 323 internal_value=0 2.32038e-05 -0.000284142 internal_weight=0 239.923 19.9205 internal_count=2288 1936 352 is_linear=0 shrinkage=0.000339971 Tree=1666 num_leaves=4 num_cat=0 split_feature=1213 52 52 split_gain=16.7751 16.5233 6.14815 threshold=-1.0000000180025095e-35 -0.53299999999999992 -0.088409999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8886214850379487e-05 -0.00038263835648244548 4.05274884648379e-05 -0.00037517216793788241 leaf_weight=3.8888689232990172 10.701196168549357 234.06708193523809 17.024084601551294 leaf_count=29 137 1799 323 internal_value=0 2.19984e-05 -0.000288876 internal_weight=0 244.768 20.913 internal_count=2288 1936 352 is_linear=0 shrinkage=0.000333305 Tree=1667 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=12.7079 17.4977 6.90217 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.088409999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062829195898271627 -3.5621302071993541e-05 0.0013532773473678749 -0.0016252232881393794 leaf_weight=3.6039399085566428 203.13799006538466 21.310362340882421 14.449891953729091 leaf_count=29 1774 162 323 internal_value=0 9.63523e-05 -0.00117518 internal_weight=0 224.448 18.0538 internal_count=2288 1936 352 is_linear=0 shrinkage=0.00145878 Tree=1668 num_leaves=3 num_cat=0 split_feature=472 1 split_gain=12.5557 13.6893 threshold=-1.0000000180025095e-35 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043706192590353574 -4.3397345044625513e-05 0.00013677335533310241 leaf_weight=8.0974283944815379 158.18645497132093 84.034510154277086 leaf_count=117 1588 510 internal_value=0 1.91157e-05 internal_weight=0 242.221 internal_count=2215 2098 is_linear=0 shrinkage=0.00036078 Tree=1669 num_leaves=3 num_cat=0 split_feature=472 133 split_gain=11.9755 12.4932 threshold=-1.0000000180025095e-35 0.18654500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013384472003813072 0.00011328590065774879 -0.0011686122623548118 leaf_weight=7.7232389529235652 221.0794001352042 9.6813349621370417 leaf_count=117 1887 211 internal_value=0 5.94129e-05 internal_weight=0 230.761 internal_count=2215 2098 is_linear=0 shrinkage=0.00110557 Tree=1670 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.3659 22.2083 15.147 threshold=0.10098000000000001 -0.11372999999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001830474117760528 0.00018653633953921616 -0.00011547545448213459 -0.00013306682628729319 leaf_weight=35.206955106928945 67.509365629404783 129.31296236300841 21.773639371618629 leaf_count=151 421 1517 126 internal_value=0 -5.15783e-05 0.000108582 internal_weight=0 164.52 89.283 internal_count=2215 1668 547 is_linear=0 shrinkage=0.000333305 Tree=1671 num_leaves=4 num_cat=0 split_feature=1213 484 3 split_gain=12.7889 13.1803 0.0208288 threshold=-0.082704999999999987 -0.0048499999999999993 -0.07525999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036529276656269795 -0.00023436117533743285 4.4773679314768845e-05 -0.00041452119466870373 leaf_weight=6.7411359325051308 22.389415274374187 220.49877230636775 3.1992545332759601 leaf_count=184 339 1659 33 internal_value=0 1.90267e-05 -0.000381901 internal_weight=0 242.888 9.94039 internal_count=2215 1998 217 is_linear=0 shrinkage=0.00034677 Tree=1672 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=16.7448 17.4639 3.37348 threshold=1.0000000180025095e-35 -0.10075499999999998 0.096860000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012331116145387612 9.069982793896029e-05 -7.9857816672965613e-05 0.00031116407399035367 leaf_weight=62.574152270331979 11.774854667484762 162.33658053353429 20.074706189334393 leaf_count=319 40 1720 150 internal_value=0 -2.33269e-05 0.000229761 internal_weight=0 224.911 31.8496 internal_count=2229 2039 190 is_linear=0 shrinkage=0.000326769 Tree=1673 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=13.47 18.1695 17.9818 threshold=-0.060199999999999997 -0.074224999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016203326005018826 0.00027522696353428138 -6.5585105257393936e-06 2.7993006283832773e-05 leaf_weight=57.173642043489963 30.073966894298792 43.563227927312255 119.99539059773088 leaf_count=1017 150 267 795 internal_value=0 0.000108566 -3.33406e-05 internal_weight=0 73.6372 177.169 internal_count=2229 417 1812 is_linear=0 shrinkage=0.000278894 Tree=1674 num_leaves=4 num_cat=0 split_feature=15 155 2 split_gain=13.6704 14.0021 0.99401 threshold=-0.39235499999999995 0.088610000000000008 0.11230000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035149301422775187 2.5234128630159865e-06 -0.00040107431478655047 0.00020436214994584294 leaf_weight=8.3909962158650178 219.28044985514134 9.9651322173885983 13.342233778908847 leaf_count=65 1926 140 98 internal_value=0 -1.50526e-05 0.000261427 internal_weight=0 229.246 21.7332 internal_count=2229 2066 163 is_linear=0 shrinkage=0.000333305 Tree=1675 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=13.493 18.4041 17.8852 threshold=-0.060199999999999997 -0.074224999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018612856179879832 0.00031519725199878829 -9.1212812124052988e-06 3.1484632760782138e-05 leaf_weight=57.237628740258515 30.422984769567847 43.786193130537868 119.98744074720889 leaf_count=1017 150 267 795 internal_value=0 0.000123884 -3.88095e-05 internal_weight=0 74.2092 177.225 internal_count=2229 417 1812 is_linear=0 shrinkage=0.000320362 Tree=1676 num_leaves=4 num_cat=0 split_feature=130 457 133 split_gain=12.7618 15.7459 1.52784 threshold=1.0000000180025095e-35 0.080930000000000016 0.087985000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001139262784963523 -0.0012706911232522621 0.00064863633421337287 -0.00046153491712229048 leaf_weight=188.15028129797429 9.8518937523476762 36.490219827741385 3.6359441904351106 leaf_count=1770 218 167 68 internal_value=0 9.98768e-06 -0.00105353 internal_weight=0 224.641 13.4878 internal_count=2223 1937 286 is_linear=0 shrinkage=0.00106264 Tree=1677 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=16.0673 19.6608 7.26229 threshold=0.10384000000000002 -0.10075499999999998 0.075610000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011982518657082453 4.5781548506115928e-05 -0.00014447385851242033 0.00026913036066131648 leaf_weight=42.059176720678806 66.687562020495534 121.70588606456295 21.336553189903498 leaf_count=211 376 1493 143 internal_value=0 -7.65889e-05 9.99667e-05 internal_weight=0 163.765 88.0241 internal_count=2223 1704 519 is_linear=0 shrinkage=0.000333305 Tree=1678 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.47 20.035 15.4141 threshold=0.10384000000000002 -0.10075499999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012398680845185643 0.00018524754252520923 -0.00013767556034859459 -0.00011467023646667506 leaf_weight=42.058740545064211 60.608268218114972 121.37508817529306 26.191883098334074 leaf_count=211 379 1493 140 internal_value=0 -7.03317e-05 9.47423e-05 internal_weight=0 163.434 86.8002 internal_count=2223 1704 519 is_linear=0 shrinkage=0.000326769 Tree=1679 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=12.4662 22.2796 20.7086 threshold=0.081320000000000017 -0.061994999999999995 0.0063250000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026256072116711307 -0.0014990159814087416 0.00069732994145996468 0.00073250063447296296 leaf_weight=124.93996984232217 29.446426597423851 14.733839161694048 69.110643370542675 leaf_count=1421 238 72 492 internal_value=0 -0.000766564 9.18651e-05 internal_weight=0 44.1803 194.051 internal_count=2223 310 1913 is_linear=0 shrinkage=0.00145878 Tree=1680 num_leaves=4 num_cat=0 split_feature=1 131 47 split_gain=14.7605 17.0625 14.8715 threshold=0.10098000000000001 0.087580000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0313880141021429e-05 0.00017579444651112382 -0.00038471105994750517 -0.00010565025406854151 leaf_weight=153.19489336945117 72.123470596969128 13.800418165512381 24.902748635038733 leaf_count=1476 453 230 130 internal_value=0 -5.0468e-05 0.000103552 internal_weight=0 166.995 97.0262 internal_count=2289 1706 583 is_linear=0 shrinkage=0.00031408 Tree=1681 num_leaves=4 num_cat=0 split_feature=1 131 48 split_gain=14.1837 17.2069 13.6793 threshold=0.10098000000000001 0.087580000000000005 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8824540010336555e-05 0.00015342166360696489 -0.00038624343108929478 -0.00017485665087806066 leaf_weight=151.80367550300434 80.897355686873198 13.690305631607769 14.797574386000631 leaf_count=1476 513 230 70 internal_value=0 -4.92599e-05 0.000102634 internal_weight=0 165.494 95.6949 internal_count=2289 1706 583 is_linear=0 shrinkage=0.00031408 Tree=1682 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=13.6024 13.9841 13.8776 threshold=0.10098000000000001 -1.0000000180025095e-35 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026811692978483554 0.00017793321274504095 -1.9257272998054251e-06 -0.00021022317443132284 leaf_weight=33.449644046835601 81.312357800081372 132.65639122854918 14.716279968619345 leaf_count=565 513 1141 70 internal_value=0 -5.55547e-05 0.000118419 internal_weight=0 166.106 96.0286 internal_count=2289 1706 583 is_linear=0 shrinkage=0.000367995 Tree=1683 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=13.0226 13.3581 threshold=-0.28286499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014896436205140832 -3.9455669797298416e-05 0.00074888446288082341 leaf_weight=7.2898569144308558 206.8227686448954 32.951679507270455 leaf_count=58 1991 240 internal_value=0 6.89352e-05 internal_weight=0 239.774 internal_count=2289 2231 is_linear=0 shrinkage=0.00115024 Tree=1684 num_leaves=3 num_cat=0 split_feature=1429 151 split_gain=14.1269 15.5451 threshold=-1.0000000180025095e-35 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016180826748436663 -0.0019952353459357099 0.00013090789248195399 leaf_weight=9.3159059574827534 6.4029852561652651 227.54215072654188 leaf_count=118 53 2094 internal_value=0 7.25581e-05 internal_weight=0 233.945 internal_count=2265 2147 is_linear=0 shrinkage=0.00134769 Tree=1685 num_leaves=3 num_cat=0 split_feature=1429 151 split_gain=13.7152 14.9041 threshold=-1.0000000180025095e-35 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013722926387437265 -0.001670544893004305 0.00010921960402138639 leaf_weight=9.1666710055433196 6.3812773171812287 227.54883087007329 leaf_count=118 53 2094 internal_value=0 6.05378e-05 internal_weight=0 233.93 internal_count=2265 2147 is_linear=0 shrinkage=0.00115024 Tree=1686 num_leaves=3 num_cat=0 split_feature=1429 151 split_gain=13.315 14.2854 threshold=-1.0000000180025095e-35 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013106018218812529 -0.0015746535584399515 0.00010262101205420482 leaf_weight=9.0203024535439891 6.3616509325802317 227.55557834776118 leaf_count=118 53 2094 internal_value=0 5.68808e-05 internal_weight=0 233.917 internal_count=2265 2147 is_linear=0 shrinkage=0.00110557 Tree=1687 num_leaves=3 num_cat=0 split_feature=1429 151 split_gain=12.926 13.6886 threshold=-1.0000000180025095e-35 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001495792039912334 -0.0017733005164725175 0.00011523208177241621 leaf_weight=8.8767818480264378 6.3439846672117701 227.56238237721846 leaf_count=118 53 2094 internal_value=0 6.38709e-05 internal_weight=0 233.906 internal_count=2265 2147 is_linear=0 shrinkage=0.00126996 Tree=1688 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=13.6743 18.3252 threshold=0.081790000000000015 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00093340478110077302 -0.0011873137935915611 -5.8364914528199886e-05 leaf_weight=43.574642800725996 15.854929530993102 182.94385859998874 leaf_count=209 120 1919 internal_value=0 0.000132481 internal_weight=0 226.519 internal_count=2248 2128 is_linear=0 shrinkage=0.00137464 Tree=1689 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=14.0142 15.0298 13.4753 threshold=0.09167500000000002 0.088235000000000022 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.806181117559339e-05 7.0786022629812896e-05 0.00042152414238042798 -0.00038125409941084986 leaf_weight=216.49222544347867 11.615985445678236 10.310367382131515 17.841375801712275 leaf_count=1722 39 167 320 internal_value=0 3.6437e-05 -0.00020307 internal_weight=0 226.803 29.4574 internal_count=2248 1889 359 is_linear=0 shrinkage=0.000326769 Tree=1690 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=13.3915 19.0662 12.8718 threshold=0.09167500000000002 0.088235000000000022 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1644345531224828e-05 0.00027891013357409048 0.0020230629046782815 -0.001586713121099647 leaf_weight=205.16224674182013 11.249598912894728 9.496530242264269 16.633174830581993 leaf_count=1722 39 167 320 internal_value=0 0.000158148 -0.000834332 internal_weight=0 214.659 27.8828 internal_count=2248 1889 359 is_linear=0 shrinkage=0.00134769 Tree=1691 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=13.0723 17.5483 threshold=0.081790000000000015 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0008771275610748255 -0.0011173461988806927 -5.6012552702033126e-05 leaf_weight=43.530775423161685 15.845403421670197 183.09146961849183 leaf_count=209 120 1919 internal_value=0 0.000123289 internal_weight=0 226.622 internal_count=2248 2128 is_linear=0 shrinkage=0.00132126 Tree=1692 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=21.1868 23.0473 12.0224 threshold=0.15891500000000003 0.045590000000000006 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5702994904746738e-05 1.6556461529146876e-05 -0.00017269381900759405 0.00032957665215089897 leaf_weight=88.069388756528497 30.004241820424795 109.2239570482634 29.015277812257409 leaf_count=377 151 1518 195 internal_value=0 -6.62803e-05 0.000170501 internal_weight=0 197.293 59.0195 internal_count=2241 1895 346 is_linear=0 shrinkage=0.00034677 Tree=1693 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=16.0858 18.523 13.5606 threshold=0.15891500000000003 -0.11825999999999999 -0.11692999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047176930766879553 -0.00013815975446896466 -0.00044126788193556393 0.0011201879019910859 leaf_weight=45.883739562705159 23.892621701583266 137.97452116943896 29.845977865159512 leaf_count=209 128 1686 218 internal_value=0 -0.000213385 0.000560866 internal_weight=0 183.858 53.7386 internal_count=2241 1895 346 is_linear=0 shrinkage=0.00124506 Tree=1694 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=18.8604 22.6407 12.3021 threshold=0.15891500000000003 0.045590000000000006 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8403152752493884e-05 6.3336659999421997e-06 -0.00016901172675450759 0.00032709619711489637 leaf_weight=87.922291280701756 29.264649040997028 107.1428509275429 28.246509663760662 leaf_count=377 151 1518 195 internal_value=0 -6.20048e-05 0.000163932 internal_weight=0 195.065 57.5112 internal_count=2241 1895 346 is_linear=0 shrinkage=0.00034677 Tree=1695 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=15.4796 17.8514 13.0977 threshold=0.15891500000000003 0.030370000000000005 -0.11692999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1215641602385158e-05 -0.00014161720742700593 -0.00094937487891281114 0.0011720711831808284 leaf_weight=139.08451542374678 23.94794213026762 44.585159392561764 29.627283176407218 leaf_count=1082 128 813 218 internal_value=0 -0.000222039 0.000585016 internal_weight=0 183.67 53.5752 internal_count=2241 1895 346 is_linear=0 shrinkage=0.00132126 Tree=1696 num_leaves=4 num_cat=0 split_feature=2 3 4 split_gain=18.8204 20.1942 16.7825 threshold=0.08826500000000001 -0.13027499999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018933428182475568 -0.00032412232355441014 -0.00020007567577672608 7.963275869000882e-05 leaf_weight=17.293938584625721 11.821310419589279 79.639711290132254 153.5768030397594 leaf_count=85 87 1033 1095 internal_value=0 -0.000130577 5.07416e-05 internal_weight=0 96.9336 165.398 internal_count=2300 1118 1182 is_linear=0 shrinkage=0.000326769 Tree=1697 num_leaves=4 num_cat=0 split_feature=2 3 4 split_gain=18.0837 20.0825 16.7627 threshold=0.08826500000000001 -0.13027499999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018629856440096639 -0.00032020255782336596 -0.00019431575309576188 7.6090355099316039e-05 leaf_weight=17.303608732298017 11.776669301092623 79.674249149858952 153.6344376988709 leaf_count=85 87 1033 1095 internal_value=0 -0.00012638 4.7842e-05 internal_weight=0 96.9779 165.411 internal_count=2300 1118 1182 is_linear=0 shrinkage=0.000320362 Tree=1698 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=18.2708 19.9509 16.9877 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014650122417344437 -0.00033986490576869697 -0.00021828658222195228 8.0475953797023368e-05 leaf_weight=22.481484677642584 11.950229354202746 75.419495903421193 155.28602605871856 leaf_count=142 87 976 1095 internal_value=0 -0.000134506 5.04042e-05 internal_weight=0 97.901 167.236 internal_count=2300 1118 1182 is_linear=0 shrinkage=0.000339971 Tree=1699 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=16.9745 21.9272 20.7692 threshold=-0.12077499999999998 0.081790000000000015 -0.063304999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001164839037646971 -0.00074821641905919859 -0.00055069076559194612 0.00010254673414377017 leaf_weight=34.777372412383556 77.175055324099958 18.340257892385125 115.54448753688484 leaf_count=139 1379 126 656 internal_value=0 0.000572522 -0.000238184 internal_weight=0 53.1176 192.72 internal_count=2300 265 2035 is_linear=0 shrinkage=0.00126996 Tree=1700 num_leaves=4 num_cat=0 split_feature=160 403 52 split_gain=12.1076 11.6606 1.42944 threshold=-0.25833999999999996 -1.0000000180025095e-35 0.31428500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00072377874139565126 -0.0006990789471564827 0.00015842814523658075 -0.0017007568359353341 leaf_weight=3.9987038262188417 30.592313759494573 203.48559071915224 6.9541244378779083 leaf_count=75 507 1590 118 internal_value=0 4.63102e-05 -0.00134596 internal_weight=0 234.078 10.9528 internal_count=2290 2097 193 is_linear=0 shrinkage=0.00129536 Tree=1701 num_leaves=4 num_cat=0 split_feature=128 160 43 split_gain=14.8387 11.8792 0.566927 threshold=0.089290000000000022 -0.25833999999999996 -0.095244999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012396796476234417 -0.0019233002987073242 0.00010234540310326008 -0.0012852645444965108 leaf_weight=10.256261821836231 3.7388785276561975 225.45428547076881 5.2191349067725223 leaf_count=184 38 1963 105 internal_value=0 4.38554e-05 -0.00155509 internal_weight=0 235.711 8.95801 internal_count=2290 2147 143 is_linear=0 shrinkage=0.00122064 Tree=1702 num_leaves=4 num_cat=0 split_feature=128 123 43 split_gain=14.3958 11.7088 0.554162 threshold=0.089290000000000022 1.0000000180025095e-35 -0.095244999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2927000836279073e-05 -0.0022830573097262969 0.00090287686089351971 -0.0015233465674117518 leaf_weight=205.61629884922877 3.6805644892156124 29.964335916563869 5.1454808667767775 leaf_count=1949 38 198 105 internal_value=0 5.12521e-05 -0.0018444 internal_weight=0 235.581 8.82605 internal_count=2290 2147 143 is_linear=0 shrinkage=0.00145878 Tree=1703 num_leaves=4 num_cat=0 split_feature=128 1 43 split_gain=14.6956 14.5905 0.472325 threshold=0.089290000000000022 0.077765000000000015 -0.07088499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4324374956305208e-05 -0.00048020979423483951 6.866127363619969e-05 -0.0003305151554088624 leaf_weight=86.214915060438216 4.1537830359302461 162.75805100612342 5.0972452023997885 leaf_count=1121 51 1026 92 internal_value=0 1.22193e-05 -0.00039858 internal_weight=0 248.973 9.25103 internal_count=2290 2147 143 is_linear=0 shrinkage=0.000320362 Tree=1704 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=14.0138 14.5274 threshold=-0.16392499999999996 0.078435000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00076208954797025552 -0.00031851829601917201 0.00045614115188522463 leaf_weight=21.794390339404345 180.04398316144943 37.116620693355799 leaf_count=124 1982 185 internal_value=0 -0.000186087 internal_weight=0 217.161 internal_count=2291 2167 is_linear=0 shrinkage=0.00112769 Tree=1705 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=13.4793 13.906 threshold=-0.16392499999999996 0.078435000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00095290668696372852 -0.00039538594429809224 0.00056683949445404528 leaf_weight=21.612142434343696 179.8246099576354 37.031718770042062 leaf_count=124 1982 185 internal_value=0 -0.000231035 internal_weight=0 216.856 internal_count=2291 2167 is_linear=0 shrinkage=0.00143018 Tree=1706 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=15.4605 18.4226 5.85698 threshold=1.0000000180025095e-35 -0.10065499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015752313724798526 5.5486325709012228e-05 -9.7904561411779156e-05 0.00033447750315471355 leaf_weight=35.938219219446182 17.295873217284679 186.72627665428445 15.001587631180881 leaf_count=198 99 1900 94 internal_value=0 -5.66684e-05 0.000185194 internal_weight=0 222.664 32.2975 internal_count=2291 2098 193 is_linear=0 shrinkage=0.000326769 Tree=1707 num_leaves=3 num_cat=0 split_feature=3 47 split_gain=14.5474 17.3522 threshold=0.17295000000000002 0.11774000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4554544708382511e-05 0.00029312632170518159 -0.0004089176318735883 leaf_weight=224.09366403473541 13.284392114728687 12.199376063421367 leaf_count=2109 98 84 internal_value=0 -4.44299e-05 internal_weight=0 236.293 internal_count=2291 2193 is_linear=0 shrinkage=0.00031408 Tree=1708 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=15.9564 20.9544 15.2837 threshold=-0.059315 -0.10075499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2417229434965718e-05 0.00022322686609947052 -0.0002263721824484148 -3.9241479805865495e-05 leaf_weight=59.82879970036447 56.104010248556733 72.096583934035152 59.474501528311521 leaf_count=334 341 1288 259 internal_value=0 -9.54147e-05 8.81815e-05 internal_weight=0 131.925 115.579 internal_count=2222 1622 600 is_linear=0 shrinkage=0.00036078 Tree=1709 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=13.5029 17.4688 threshold=-0.036024999999999995 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015792339843554719 -0.00059181614618099277 0.00018531551942235034 leaf_weight=9.0068356059491617 83.29978284263052 142.17728025326505 leaf_count=66 1047 1109 internal_value=0 -0.000101812 internal_weight=0 225.477 internal_count=2222 2156 is_linear=0 shrinkage=0.00134769 Tree=1710 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=16.8705 25.4482 18.3746 threshold=-0.059315 0.15100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015513660691245234 0.00017990216249060749 0.00050199963428419097 -8.2753295883072775e-05 leaf_weight=135.61886772280559 54.99083942733705 6.5803739726543418 58.864330690354109 leaf_count=1607 341 15 259 internal_value=0 -0.000124664 4.41154e-05 internal_weight=0 142.199 113.855 internal_count=2222 1622 600 is_linear=0 shrinkage=0.000326769 Tree=1711 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=16.1004 24.67 15.2939 threshold=-0.059315 0.15100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010484380461927885 0.00018035205871588287 0.0004757785762069566 -3.0984361337217953e-05 leaf_weight=126.24316683318466 56.039136599749327 6.4585020691156378 59.347549772821367 leaf_count=1607 341 15 259 internal_value=0 -7.65209e-05 7.16669e-05 internal_weight=0 132.702 115.387 internal_count=2222 1622 600 is_linear=0 shrinkage=0.000290162 Tree=1712 num_leaves=4 num_cat=0 split_feature=1 48 51 split_gain=18.9569 16.1348 15.8681 threshold=0.10491000000000002 0.12879500000000002 -0.10593999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045311765316055115 0.00020351479130120437 -0.00022926637212926758 -2.9312364556193369e-05 leaf_weight=11.347812529187648 73.376443155109882 12.04483340680599 162.54159751487896 leaf_count=159 453 55 1609 internal_value=0 0.000142453 -5.70161e-05 internal_weight=0 85.4213 173.889 internal_count=2276 508 1768 is_linear=0 shrinkage=0.00034677 Tree=1713 num_leaves=4 num_cat=0 split_feature=1 51 48 split_gain=20.1505 16.198 15.9423 threshold=0.10491000000000002 -0.10593999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042729693611277559 0.00019302165339214774 -2.962416809929903e-05 -0.00020981487130612415 leaf_weight=11.691919833421705 74.498099397867918 165.50559157924727 12.192532569169996 leaf_count=159 453 1609 55 internal_value=0 -5.59068e-05 0.000136331 internal_weight=0 177.198 86.6906 internal_count=2276 1768 508 is_linear=0 shrinkage=0.000326769 Tree=1714 num_leaves=4 num_cat=0 split_feature=1 48 51 split_gain=14.1795 16.8137 16.013 threshold=0.10491000000000002 0.12879500000000002 -0.10593999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015111163877525942 0.00064268298760363396 -0.0008601409534959633 -6.8864601283658263e-05 leaf_weight=10.881512277293949 68.35522117651999 11.490432873368261 155.22222780343145 leaf_count=159 453 55 1609 internal_value=0 0.000426261 -0.00016351 internal_weight=0 79.8457 166.104 internal_count=2276 508 1768 is_linear=0 shrinkage=0.00115024 Tree=1715 num_leaves=4 num_cat=0 split_feature=1 48 51 split_gain=13.6029 16.1055 15.6358 threshold=0.10491000000000002 0.12879500000000002 -0.10593999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014462512572772019 0.00060766589119411348 -0.00080226870311658738 -6.4728905058941916e-05 leaf_weight=10.685248755849896 67.933550475165248 11.574953973293303 155.16812575096264 leaf_count=159 453 55 1609 internal_value=0 0.000402262 -0.000153891 internal_weight=0 79.5085 165.853 internal_count=2276 508 1768 is_linear=0 shrinkage=0.00110557 Tree=1716 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=18.2136 17.4929 2.82877 threshold=-0.24600999999999998 0.077765000000000015 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040295248874238574 -9.5134171675947886e-05 0.00010744693022763053 -0.00015325374950011112 leaf_weight=12.384205590467902 78.966633396688849 145.98722229152918 9.8046538541093451 leaf_count=169 1050 926 99 internal_value=0 3.63319e-05 -0.000292844 internal_weight=0 224.954 22.1889 internal_count=2244 1976 268 is_linear=0 shrinkage=0.00034677 Tree=1717 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=17.3001 18.5552 16.8186 threshold=0.077765000000000015 0.26753000000000005 0.0062950000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022482528347473447 0.00010987970991167356 -0.00024591675163004845 7.8286517533898443e-05 leaf_weight=55.522034120745957 144.56179676577449 18.331955114379525 32.070819700136781 leaf_count=906 902 158 278 internal_value=0 6.98145e-05 -0.000113853 internal_weight=0 162.894 87.5929 internal_count=2244 1060 1184 is_linear=0 shrinkage=0.000333305 Tree=1718 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=16.1448 15.1061 2.92213 threshold=-0.24600999999999998 0.077765000000000015 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014681374453992437 -0.00032921370551705203 0.00037604891019209176 -0.0005100445412606798 leaf_weight=11.561800995375963 75.565248280065134 139.14933004695922 9.27676780708134 leaf_count=169 1050 926 99 internal_value=0 0.000127836 -0.00104248 internal_weight=0 214.715 20.8386 internal_count=2244 1976 268 is_linear=0 shrinkage=0.00126996 Tree=1719 num_leaves=4 num_cat=0 split_feature=123 52 1 split_gain=17.5002 16.1278 3.56971 threshold=1.0000000180025095e-35 -0.11251499999999999 0.094090000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024217008656984186 7.42933027728591e-05 1.0987046402862105e-05 0.00031828408905418477 leaf_weight=34.620922326575965 10.208964355289938 181.38232496008277 21.656967412680387 leaf_count=378 33 1675 158 internal_value=0 -2.96067e-05 0.000240207 internal_weight=0 216.003 31.8659 internal_count=2244 2053 191 is_linear=0 shrinkage=0.000339971 Tree=1720 num_leaves=4 num_cat=0 split_feature=1456 42 12 split_gain=13.1334 11.9188 0.0843477 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016756807522731029 -0.00053891313288235705 0.00022411164983205723 -0.0013757428778732633 leaf_weight=2.9242180492728931 39.878458152059466 191.42781431274489 5.9796385755762458 leaf_count=29 595 1451 171 internal_value=0 9.25284e-05 -0.00147762 internal_weight=0 231.306 8.90386 internal_count=2246 2046 200 is_linear=0 shrinkage=0.00126996 Tree=1721 num_leaves=4 num_cat=0 split_feature=1456 12 12 split_gain=13.7867 12.5914 0.076405 threshold=-1.0000000180025095e-35 0.083325000000000024 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043337341398138793 9.959520692529653e-05 -5.2110983221370722e-05 -0.00036041996682715106 leaf_weight=3.2428436093032342 124.09843434207141 119.08358196355402 6.1164515945129097 leaf_count=31 613 1433 169 internal_value=0 2.53081e-05 -0.000386528 internal_weight=0 243.182 9.3593 internal_count=2246 2046 200 is_linear=0 shrinkage=0.000333305 Tree=1722 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=12.7993 11.5016 0.0779802 threshold=-1.0000000180025095e-35 0.18654500000000004 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017689958258518444 0.00015662518430891381 -0.0013959882289078214 -0.0014575077856986986 leaf_weight=2.8748628553003055 222.36584850214422 8.9982102368958277 5.8644085032865405 leaf_count=29 1851 195 171 internal_value=0 9.61307e-05 -0.00156361 internal_weight=0 231.364 8.73927 internal_count=2246 2046 200 is_linear=0 shrinkage=0.00134769 Tree=1723 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=14.1654 22.5735 13.0288 threshold=0.083325000000000024 -0.17035999999999998 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014409851300040087 0.00016822657304968141 -0.00015409890946319819 -0.00010493055044056524 leaf_weight=98.235348016023636 32.383888117969036 94.620972351636738 30.595291342586279 leaf_count=522 155 1440 129 internal_value=0 -7.18989e-05 8.49512e-05 internal_weight=0 127.005 128.831 internal_count=2246 1595 651 is_linear=0 shrinkage=0.000333305 Tree=1724 num_leaves=4 num_cat=0 split_feature=1 48 12 split_gain=20.4692 15.7469 13.8549 threshold=0.10098000000000001 0.092475000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001195862759904715 0.0003032792418755768 0.00019169442980258405 2.9957287394007092e-05 leaf_weight=133.13455810165033 30.825287356972694 20.86832479108125 62.068415217101574 leaf_count=1536 220 144 348 internal_value=0 -7.73873e-05 0.000120698 internal_weight=0 154.003 92.8937 internal_count=2248 1680 568 is_linear=0 shrinkage=0.000333305 Tree=1725 num_leaves=4 num_cat=0 split_feature=1 48 12 split_gain=21.1662 15.3632 14.9943 threshold=0.10098000000000001 0.092475000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012166374554699055 0.00030567583392311995 0.00018243425964054491 2.4913781842534003e-05 leaf_weight=136.19889407092705 31.718320094048977 21.331145872361958 63.246441854164004 leaf_count=1536 220 144 348 internal_value=0 -8.04687e-05 0.000118731 internal_weight=0 157.53 94.9648 internal_count=2248 1680 568 is_linear=0 shrinkage=0.000333305 Tree=1726 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=17.2464 16.1651 2.44105 threshold=0.12835000000000002 0.092355000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8997219019924807e-05 0.0014621786538762547 -0.00076072652097846879 0.00063816343435838571 leaf_weight=164.51387770008296 10.372286871075632 48.204063599463552 12.135865146294234 leaf_count=1434 128 629 57 internal_value=0 -0.000126812 0.00101881 internal_weight=0 212.718 22.5082 internal_count=2248 2063 185 is_linear=0 shrinkage=0.00124506 Tree=1727 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=16.6676 15.5442 2.46125 threshold=0.12835000000000002 0.092355000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3674962254182382e-05 0.0016118451009678315 -0.00082573631584044113 0.00069218901083784631 leaf_weight=164.51877359347418 10.157933497801425 47.934780643787235 12.077122446149586 leaf_count=1434 128 629 57 internal_value=0 -0.000137054 0.00111335 internal_weight=0 212.454 22.2351 internal_count=2248 2063 185 is_linear=0 shrinkage=0.00137464 Tree=1728 num_leaves=4 num_cat=0 split_feature=123 130 1 split_gain=16.541 16.2232 4.15383 threshold=1.0000000180025095e-35 -0.076894999999999977 0.099195000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029050627001938429 7.3635415270346331e-05 -6.8639852892126544e-05 0.00032107909127808144 leaf_weight=14.98627216555178 13.066655427217485 203.04860954731703 17.83522255346179 leaf_count=85 47 1967 149 internal_value=0 -4.39313e-05 0.000216559 internal_weight=0 218.035 30.9019 internal_count=2248 2052 196 is_linear=0 shrinkage=0.000333305 Tree=1729 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=12.9545 14.0026 threshold=0.076175000000000007 -0.12851999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00057496117076246485 -0.0016979454535373951 -0.0001938383805409344 leaf_weight=61.553524158895016 8.6337295696139318 164.00378073565662 leaf_count=267 77 1904 internal_value=0 1.59943e-05 internal_weight=0 225.557 internal_count=2248 2171 is_linear=0 shrinkage=0.00137464 Tree=1730 num_leaves=4 num_cat=0 split_feature=481 3 159 split_gain=12.5534 12.0807 1.37489 threshold=-0.0079799999999999992 0.13999000000000003 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061888619683523368 -6.7860167482090511e-05 0.0010446323209999274 -0.001661064273963882 leaf_weight=3.0283893435262135 203.71272922446951 18.576527928933501 8.4875058196485025 leaf_count=57 1872 132 187 internal_value=0 2.51916e-05 -0.00138848 internal_weight=0 222.289 11.5159 internal_count=2248 2004 244 is_linear=0 shrinkage=0.00132126 Tree=1731 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=16.7561 18.0031 10.8354 threshold=0.10491000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.101824153742491e-05 0.00020046224700442036 0.00044242381217717822 -7.7796996817116018e-05 leaf_weight=168.20225281035528 53.261340394616127 7.3160974830389014 21.939342582598329 leaf_count=1751 356 18 123 internal_value=0 -6.87372e-05 0.000119283 internal_weight=0 175.518 75.2007 internal_count=2248 1769 479 is_linear=0 shrinkage=0.000333305 Tree=1732 num_leaves=4 num_cat=0 split_feature=1 51 39 split_gain=15.1307 15.2375 8.68772 threshold=0.10384000000000002 -0.10593999999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004644631860896351 7.0566164004085108e-05 -1.5805464075917152e-05 0.00032462730102972737 leaf_weight=10.475650457199661 62.980526590719819 161.14623052952811 24.259837098419666 leaf_count=153 350 1601 172 internal_value=0 -4.32398e-05 0.000141271 internal_weight=0 171.622 87.2404 internal_count=2276 1754 522 is_linear=0 shrinkage=0.00036078 Tree=1733 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=14.6434 14.4825 threshold=1.0000000180025095e-35 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000104691654828184 -0.0018834736435926706 0.00064649367184783175 leaf_weight=158.60064748348668 7.4988903291523448 78.447544952854514 leaf_count=1716 57 503 internal_value=0 0.000143934 internal_weight=0 237.048 internal_count=2276 2219 is_linear=0 shrinkage=0.00143018 Tree=1734 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=13.9569 14.3862 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013919579076738884 -0.0015663778088335627 0.00018020449064601088 leaf_weight=8.9966601144988072 7.5234943497925988 227.61963529884815 leaf_count=213 57 2006 internal_value=0 0.00012032 internal_weight=0 236.616 internal_count=2276 2219 is_linear=0 shrinkage=0.00122064 Tree=1735 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=13.3 13.9792 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015030278275712872 -0.0016520122170658096 0.00019068184646303641 leaf_weight=8.8184153405018133 7.548561703413724 227.62275003595278 leaf_count=213 57 2006 internal_value=0 0.000127396 internal_weight=0 236.441 internal_count=2276 2219 is_linear=0 shrinkage=0.00132126 Tree=1736 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=19.3685 21.1097 9.2721 threshold=0.10098000000000001 -0.097604999999999983 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012223138655382531 0.00014879048266693752 -0.00014949212962647165 -0.00014140988333655413 leaf_weight=41.291322434321046 82.363710783421993 116.97780330339447 13.697467867285011 leaf_count=220 514 1457 59 internal_value=0 -7.85951e-05 0.000107391 internal_weight=0 158.269 96.0612 internal_count=2250 1677 573 is_linear=0 shrinkage=0.000326769 Tree=1737 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=22.0165 21.3454 17.5955 threshold=0.10098000000000001 -0.097604999999999983 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011735266360784542 0.00020317453708360939 -0.00015649991027378017 -0.00010292913952144881 leaf_weight=40.897218522615731 67.38274247199297 118.16124430671334 28.528905093669891 leaf_count=220 422 1457 151 internal_value=0 -8.60811e-05 0.000112122 internal_weight=0 159.058 95.9116 internal_count=2250 1677 573 is_linear=0 shrinkage=0.000326769 Tree=1738 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=20.9065 20.9357 17.7999 threshold=0.10098000000000001 -0.097604999999999983 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010832407464952086 0.00018621913822359701 -0.00014199095252727636 -9.7506258115692649e-05 leaf_weight=41.074236257001758 67.276803592219949 117.58055361080915 28.750359803438187 leaf_count=220 422 1457 151 internal_value=0 -7.71815e-05 0.00010127 internal_weight=0 158.655 96.0272 internal_count=2250 1677 573 is_linear=0 shrinkage=0.000301884 Tree=1739 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=26.2829 22.8994 18.5138 threshold=0.10098000000000001 -0.060004999999999996 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019234630088861053 0.00024761196422316118 0.00012896891134940827 -0.00011472187481098257 leaf_weight=120.88615690497681 71.192418865859509 44.45556939765811 29.112312925979495 leaf_count=1480 422 197 151 internal_value=0 -0.000105949 0.000142447 internal_weight=0 165.342 100.305 internal_count=2250 1677 573 is_linear=0 shrinkage=0.000382862 Tree=1740 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=16.4495 14.9503 5.45412 threshold=0.0095750000000000019 -0.10106999999999998 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010770816903494783 8.1580724370465969e-05 -8.6409032567765168e-05 0.0003178643559006823 leaf_weight=57.748668579384685 23.084792012348771 158.87648946605623 19.039132120087743 leaf_count=300 127 1761 114 internal_value=0 -3.46557e-05 0.000188472 internal_weight=0 216.625 42.1239 internal_count=2302 2061 241 is_linear=0 shrinkage=0.000326769 Tree=1741 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=15.2641 14.5021 5.35804 threshold=0.0095750000000000019 0.15015500000000001 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0620168481986797e-05 8.7506434461970251e-05 0.00029469671662878295 0.00034814605813373456 leaf_weight=199.95800234610215 22.838466254994273 16.140738174319267 18.656331082805991 leaf_count=1947 127 114 114 internal_value=0 -3.40573e-05 0.000204798 internal_weight=0 216.099 41.4948 internal_count=2302 2061 241 is_linear=0 shrinkage=0.00036078 Tree=1742 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=16.4472 15.9519 4.65262 threshold=0.0095750000000000019 0.15015500000000001 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4195063031437862e-05 4.8752252688059562e-06 0.00029600682385106292 0.00027326382298409747 leaf_weight=201.27647537784651 10.876678582280872 16.635427052155137 31.424891758710146 leaf_count=1947 44 114 197 internal_value=0 -3.66737e-05 0.000204288 internal_weight=0 217.912 42.3016 internal_count=2302 2061 241 is_linear=0 shrinkage=0.000353706 Tree=1743 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=16.9164 16.1339 5.46255 threshold=0.0095750000000000019 0.15015500000000001 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1506705207443091e-05 8.5096764636050155e-05 0.00027834810351021173 0.0003246265192031733 leaf_weight=202.50718202488497 23.329872522503138 16.786801705136895 19.358725432306528 leaf_count=1947 127 114 114 internal_value=0 -3.54691e-05 0.000193817 internal_weight=0 219.294 42.6886 internal_count=2302 2061 241 is_linear=0 shrinkage=0.000333305 Tree=1744 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=16.3197 15.6963 13.6938 threshold=0.10384000000000002 -0.099704999999999974 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1417126212701094e-05 0.00013543814618508984 -0.00010901505753884095 -0.00016806853412314207 leaf_weight=45.56100975163281 74.164324821904302 128.81064794771373 13.68117795884609 leaf_count=214 465 1557 57 internal_value=0 -5.92542e-05 8.81434e-05 internal_weight=0 174.372 87.8455 internal_count=2293 1771 522 is_linear=0 shrinkage=0.000278894 Tree=1745 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=15.1724 25.5692 19.9316 threshold=-0.10075499999999998 -0.059315 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012007416184366194 -0.0010431733880473426 0.00016271751963091528 -0.00088906350318672769 leaf_weight=42.702762116678059 69.040578580694273 120.04599755862728 15.494821159169076 leaf_count=205 1309 667 112 internal_value=0 -0.000277646 0.000644232 internal_weight=0 189.087 58.1976 internal_count=2293 1976 317 is_linear=0 shrinkage=0.00157903 Tree=1746 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=14.5345 24.9286 19.0753 threshold=-0.10075499999999998 0.10098000000000001 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087353610861391642 -0.00053851060634091223 0.00033974314428820794 -0.00064594486264951169 leaf_weight=42.636563142761588 116.26934862299822 72.034200424328446 15.49112259596586 leaf_count=205 1510 466 112 internal_value=0 -0.00020254 0.000468513 internal_weight=0 188.304 58.1277 internal_count=2293 1976 317 is_linear=0 shrinkage=0.00117324 Tree=1747 num_leaves=3 num_cat=0 split_feature=133 3 split_gain=14.4186 14.6589 threshold=-0.39935999999999994 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016662674026817073 0.00051651176257941876 -0.00015364036418175848 leaf_weight=7.0093587087467304 56.591235565952957 182.07532426645048 leaf_count=118 308 1867 internal_value=0 5.29083e-06 internal_weight=0 238.667 internal_count=2293 2175 is_linear=0 shrinkage=0.00115024 Tree=1748 num_leaves=4 num_cat=0 split_feature=47 1 15 split_gain=12.9075 14.6234 8.74026 threshold=0.087235000000000021 0.08845500000000002 -0.059484999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018672159351294118 -0.00097269449631614321 0.00047474450056841921 0.00037849390182353499 leaf_weight=105.23571148863994 29.27852894552052 94.497602257877588 9.4169541746377927 leaf_count=1278 235 680 49 internal_value=0 0.000126246 -0.000643844 internal_weight=0 199.733 38.6955 internal_count=2242 1958 284 is_linear=0 shrinkage=0.00122064 Tree=1749 num_leaves=4 num_cat=0 split_feature=1213 475 52 split_gain=12.4464 11.9123 7.19694 threshold=-1.0000000180025095e-35 -0.08663499999999999 -0.088684999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067092526844688891 -0.0014271726829846382 0.00014467949570564568 -0.0014503232089573036 leaf_weight=3.296779525466266 8.3917704382911307 212.09373332583345 14.188600438181309 leaf_count=23 101 1792 326 internal_value=0 8.47358e-05 -0.00105008 internal_weight=0 220.486 17.4854 internal_count=2242 1893 349 is_linear=0 shrinkage=0.00129536 Tree=1750 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=15.6126 13.8405 10.0111 threshold=-0.065214999999999981 -0.24689499999999998 0.093205000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0407845412991883e-05 0.00024222011693583062 -5.7183721437953679e-05 0.00027628716324877079 leaf_weight=11.4295640848577 16.494394052773714 196.08715459564701 29.143791612237692 leaf_count=45 75 1915 207 internal_value=0 -3.3933e-05 0.000178636 internal_weight=0 212.582 40.5734 internal_count=2242 1990 252 is_linear=0 shrinkage=0.00031408 Tree=1751 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=14.7517 14.4809 9.9873 threshold=-0.065214999999999981 -0.24689499999999998 0.093205000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8610024944383698e-05 0.00026825554861481835 -6.1385543669305711e-05 0.00029664743569684897 leaf_weight=11.481625067070125 16.688897425308824 197.17199385212734 28.578709891065955 leaf_count=45 75 1915 207 internal_value=0 -3.56399e-05 0.000189109 internal_weight=0 213.861 40.0603 internal_count=2242 1990 252 is_linear=0 shrinkage=0.000339971 Tree=1752 num_leaves=3 num_cat=0 split_feature=43 1213 split_gain=11.6897 12.5952 threshold=0.25537500000000007 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011988150410868791 -0.0012301324438763093 0.00019816900089470672 leaf_weight=9.6217697244137508 9.245491764508186 223.91492641158402 leaf_count=218 132 1901 internal_value=0 0.00014052 internal_weight=0 233.537 internal_count=2251 2119 is_linear=0 shrinkage=0.00119671 Tree=1753 num_leaves=3 num_cat=0 split_feature=472 1213 split_gain=12.3078 12.9716 threshold=-1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003939604333216398 -0.00033236571637988016 5.155086874490935e-05 leaf_weight=7.6142116868868461 10.177897920366375 237.40398744912818 leaf_count=117 219 1915 internal_value=0 3.57439e-05 internal_weight=0 247.582 internal_count=2251 2134 is_linear=0 shrinkage=0.000333305 Tree=1754 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=12.773 17.5495 13.6071 threshold=0.10114000000000002 0.091545000000000015 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2390904970733119e-05 0.00020510650963131871 0.00023334234102682239 -8.9620427355366914e-05 leaf_weight=142.74118312634528 68.360847858712077 24.836322057060897 25.986237730830908 leaf_count=1541 411 155 144 internal_value=0 -3.55755e-05 0.000123927 internal_weight=0 167.578 94.3471 internal_count=2251 1696 555 is_linear=0 shrinkage=0.00034677 Tree=1755 num_leaves=4 num_cat=0 split_feature=1213 403 1212 split_gain=11.3511 13.6491 0.418899 threshold=-0.082704999999999987 0.092660000000000006 0.040035000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016646790081869696 9.9931543068787547e-05 0.0019813352467548664 -0.00099636077174948545 leaf_weight=6.4886629916727525 225.07330424711108 8.4973547244444472 3.0508625842630863 leaf_count=125 1935 97 94 internal_value=0 0.000168534 -0.00145336 internal_weight=0 233.571 9.53953 internal_count=2251 2032 219 is_linear=0 shrinkage=0.00145878 Tree=1756 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=14.7443 14.8925 threshold=0.048375000000000008 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.3581461908472755e-05 0.00079136519622911492 -0.0013791428780060972 leaf_weight=204.82309042848647 24.06781261228025 10.892495286650954 leaf_count=2038 131 154 internal_value=0 -0.000120631 internal_weight=0 215.716 internal_count=2323 2192 is_linear=0 shrinkage=0.00110557 Tree=1757 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=14.2157 14.4632 threshold=0.048375000000000008 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2606079236826712e-05 0.00093407034480974527 -0.0016341225749400726 leaf_weight=204.79919324303046 23.825299290940166 10.741810226347296 leaf_count=2038 131 154 internal_value=0 -0.000141063 internal_weight=0 215.541 internal_count=2323 2192 is_linear=0 shrinkage=0.00132126 Tree=1758 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=15.82 13.9658 threshold=0.048375000000000008 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6526017081999373e-05 0.00024834164739039646 -0.000409252742589344 leaf_weight=215.61881323438138 25.184405384585261 10.980594033841042 leaf_count=2038 131 154 internal_value=0 -3.55897e-05 internal_weight=0 226.599 internal_count=2323 2192 is_linear=0 shrinkage=0.000339971 Tree=1759 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=17.5362 13.9364 threshold=0.048375000000000008 0.13554500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.5124728468758764e-05 0.00022492680372060647 0.00025392716792664729 leaf_weight=219.75572663592175 23.863720132037997 13.468999706208704 leaf_count=2075 131 117 internal_value=0 -7.49474e-05 internal_weight=0 233.225 internal_count=2323 2192 is_linear=0 shrinkage=0.000333305 Tree=1760 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=14.3798 21.6089 11.6519 threshold=0.088975000000000012 -0.099704999999999974 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046911461673681767 8.7262384325178269e-05 -0.00071264593196230836 0.0010902591963917639 leaf_weight=34.452032318338752 108.08300700224936 78.852570842020214 21.513149347156286 leaf_count=145 751 1264 109 internal_value=0 -0.000353295 0.000253897 internal_weight=0 113.305 129.596 internal_count=2269 1409 860 is_linear=0 shrinkage=0.00124506 Tree=1761 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=19.1235 17.079 13.1042 threshold=0.083325000000000024 0.13052500000000003 0.035255000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011481171676922639 -0.00012535605861472971 0.00035328920345504503 -0.00020712208204724938 leaf_weight=116.28608703613281 120.563700446859 8.1510973162949067 14.588602963834999 leaf_count=571 1566 40 92 internal_value=0 -9.49971e-05 7.89008e-05 internal_weight=0 128.715 130.875 internal_count=2269 1606 663 is_linear=0 shrinkage=0.000320362 Tree=1762 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=17.517 23.5597 12.5533 threshold=0.088975000000000012 -0.099704999999999974 -0.013764999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012434301284475302 0.00024113566394641132 -0.00019352947820578095 1.5026960088832581e-05 leaf_weight=35.552178865298629 35.32776558957994 82.968641987536103 101.53337303176522 leaf_count=145 237 1264 623 internal_value=0 -9.8174e-05 7.34176e-05 internal_weight=0 118.521 136.861 internal_count=2269 1409 860 is_linear=0 shrinkage=0.000326769 Tree=1763 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=13.9227 20.9068 11.3219 threshold=0.088975000000000012 -0.099704999999999974 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045946193440806637 8.6455008211432536e-05 -0.00070333451623192311 0.0010788496925002848 leaf_weight=34.495879235677421 108.29862830415368 78.450187817681581 21.312818735837936 leaf_count=145 751 1264 109 internal_value=0 -0.000348177 0.000249776 internal_weight=0 112.946 129.611 internal_count=2269 1409 860 is_linear=0 shrinkage=0.00124506 Tree=1764 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=14.2127 15.812 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037867562424901368 -0.00017696822434049454 6.5317027858880538e-05 leaf_weight=9.7172553045675141 34.714950737077743 216.06945525761694 leaf_count=144 569 1610 internal_value=0 3.17677e-05 internal_weight=0 250.784 internal_count=2323 2179 is_linear=0 shrinkage=0.000333305 Tree=1765 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=13.4032 13.8342 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001523336624416279 -0.00068243392575292525 0.00026275123079400032 leaf_weight=9.1919122389517707 32.562704848591238 205.63859467743896 leaf_count=144 569 1610 internal_value=0 0.000133498 internal_weight=0 238.201 internal_count=2323 2179 is_linear=0 shrinkage=0.00134769 Tree=1766 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=14.2746 16.002 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039358421767032967 -0.00018470624683446482 6.8930227870582001e-05 leaf_weight=9.7322836620733124 34.667802425567061 217.25589980743825 leaf_count=144 569 1610 internal_value=0 3.40154e-05 internal_weight=0 251.924 internal_count=2323 2179 is_linear=0 shrinkage=0.00034677 Tree=1767 num_leaves=3 num_cat=0 split_feature=472 403 split_gain=14.1984 15.6118 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039842445542307667 -0.00017221010440447178 6.3392276709719081e-05 leaf_weight=8.475054186768828 34.788762493990362 218.85393249290064 leaf_count=119 571 1633 internal_value=0 3.10673e-05 internal_weight=0 253.643 internal_count=2323 2204 is_linear=0 shrinkage=0.000326769 Tree=1768 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=12.2468 18.2491 9.90659 threshold=0.10114000000000002 0.092475000000000016 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037615848489405928 0.00052157728022374618 0.00082478603637933324 -0.00059914851950764315 leaf_weight=134.903327612672 72.695789109915495 20.913577291648835 13.356202270835636 leaf_count=1597 489 151 61 internal_value=0 -0.000214888 0.000347534 internal_weight=0 155.817 86.052 internal_count=2298 1748 550 is_linear=0 shrinkage=0.00119671 Tree=1769 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=16.6203 16.7239 9.56118 threshold=0.10114000000000002 0.092475000000000016 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001173385901904246 0.00018770959807280186 0.0002121609958089969 -5.9903607845657067e-05 leaf_weight=143.35309584345669 65.27242136746645 22.246108916588128 27.8124740421772 leaf_count=1597 412 151 138 internal_value=0 -7.30552e-05 0.000113729 internal_weight=0 165.599 93.0849 internal_count=2298 1748 550 is_linear=0 shrinkage=0.000353706 Tree=1770 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=11.8072 17.415 9.47085 threshold=0.10114000000000002 0.092475000000000016 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038391850281865685 0.00053320579795044067 0.00083511819994495505 -0.0006042773460861353 leaf_weight=134.73426988930441 72.497681714594364 20.978717716410756 13.43523198366165 leaf_count=1597 489 151 61 internal_value=0 -0.000219599 0.000355271 internal_weight=0 155.713 85.9329 internal_count=2298 1748 550 is_linear=0 shrinkage=0.00124506 Tree=1771 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=17.0082 15.8376 10.0484 threshold=0.10114000000000002 0.091150000000000023 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010194257487444322 0.0001587929688700205 0.00014609489770882266 -5.3088152055220422e-05 leaf_weight=138.50093071348965 66.189539562910795 26.916465254500508 27.843640767037868 leaf_count=1577 412 171 138 internal_value=0 -6.15701e-05 9.6056e-05 internal_weight=0 165.417 94.0332 internal_count=2298 1748 550 is_linear=0 shrinkage=0.000295965 Tree=1772 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=13.8239 12.7771 threshold=0.048375000000000008 0.50609000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.7567392930832795e-05 0.00029741429942641722 0.00034650398474457252 leaf_weight=215.86442219419405 20.766477519646287 12.613879129290579 leaf_count=2030 119 99 internal_value=0 -3.52322e-05 internal_weight=0 228.478 internal_count=2248 2129 is_linear=0 shrinkage=0.00039052 Tree=1773 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=12.7787 12.2061 threshold=-1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.001567179298128071 -0.00048417668876440896 0.00015266279342385407 leaf_weight=8.5263137891888601 82.491206328384578 144.63485042843968 leaf_count=65 1031 1152 internal_value=0 -7.86558e-05 internal_weight=0 227.126 internal_count=2248 2183 is_linear=0 shrinkage=0.00132126 Tree=1774 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=12.056 11.3836 threshold=-0.036024999999999995 -0.39235499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0013542791128445281 0.00083454198219454375 -0.00013932538570481096 leaf_weight=8.1777493823319656 17.161037791520357 209.8785552859772 leaf_count=68 131 2049 internal_value=0 -6.56506e-05 internal_weight=0 227.04 internal_count=2248 2180 is_linear=0 shrinkage=0.00115024 Tree=1775 num_leaves=3 num_cat=0 split_feature=376 15 split_gain=14.7416 13.9353 threshold=0.048375000000000008 -0.39235499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022114930381825142 0.00022887282073357203 -4.9150567409957394e-05 leaf_weight=18.108498986810446 21.362975940108299 213.25679202657193 leaf_count=125 119 2004 internal_value=0 -2.79782e-05 internal_weight=0 231.365 internal_count=2248 2129 is_linear=0 shrinkage=0.000295965 Tree=1776 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=22.4083 17.5831 1.5417 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.092059999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011541920917936541 -0.00028770394219646895 6.5024197216709753e-05 -0.00034783486226157528 leaf_weight=3.3185363318771151 14.219329435378311 227.55858814716339 15.26166144479066 leaf_count=47 260 1661 314 internal_value=0 4.42586e-05 -0.000306485 internal_weight=0 241.778 18.5802 internal_count=2282 1921 361 is_linear=0 shrinkage=0.000307922 Tree=1777 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=21.8839 17.6874 1.61113 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.092059999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012478507880815564 -0.00033008039223092895 7.2159714893200232e-05 -0.00039849061104983968 leaf_weight=3.293120905756953 14.520927460864185 230.36518698371947 15.249586327001451 leaf_count=47 260 1661 314 internal_value=0 4.82843e-05 -0.00035006 internal_weight=0 244.886 18.5427 internal_count=2282 1921 361 is_linear=0 shrinkage=0.000353706 Tree=1778 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=20.9023 17.4387 1.65706 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.092059999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5009064624690349e-05 -0.0002710137833079579 6.0784427013509824e-05 -0.00032526072059541544 leaf_weight=3.2306078560650375 14.155548077076672 225.64310855045915 14.655961352866141 leaf_count=47 260 1661 314 internal_value=0 4.1178e-05 -0.000283819 internal_weight=0 239.799 17.8866 internal_count=2282 1921 361 is_linear=0 shrinkage=0.000290162 Tree=1779 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=22.1707 17.6279 1.5646 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.092059999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012614244519725264 -0.00032242800802850439 7.3669334109691914e-05 -0.0003901895571814024 leaf_weight=3.3093459662050035 14.334082970395682 230.27568904822692 15.186790446285157 leaf_count=47 260 1661 314 internal_value=0 5.04348e-05 -0.000343125 internal_weight=0 244.61 18.4961 internal_count=2282 1921 361 is_linear=0 shrinkage=0.00034677 Tree=1780 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=14.9536 19.8137 3.30268 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3443884387239019e-06 -4.0569480617271683e-06 0.0013055786583287118 -0.0014053908710561802 leaf_weight=3.4284875690937069 202.37445174646564 20.501417510211468 13.45930378558114 leaf_count=23 1759 154 340 internal_value=0 0.000116512 -0.0011223 internal_weight=0 222.876 16.8878 internal_count=2276 1913 363 is_linear=0 shrinkage=0.00126996 Tree=1781 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=14.0068 14.9438 9.82247 threshold=-1.0000000180025095e-35 -0.0048499999999999993 0.085515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028848523363076523 -0.0002372225754430114 6.8856691940361039e-05 0.00030286781279202321 leaf_weight=27.629941595718268 22.163051045499742 198.87640531267971 4.0098935142159453 leaf_count=521 329 1397 29 internal_value=0 3.81491e-05 -0.000213402 internal_weight=0 221.039 31.6398 internal_count=2276 1726 550 is_linear=0 shrinkage=0.000353706 Tree=1782 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=14.5253 18.876 3.27731 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0099497587183101e-05 -4.1536307669070168e-06 0.0013506378834890844 -0.0014886200811918531 leaf_weight=3.4295818321406868 202.5759735382162 20.556705295108259 13.201878840103744 leaf_count=23 1759 154 340 internal_value=0 0.000120765 -0.00118409 internal_weight=0 223.133 16.6315 internal_count=2276 1913 363 is_linear=0 shrinkage=0.00134769 Tree=1783 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=15.7934 16.2693 3.22793 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3230833243094152e-05 2.9117088681658448e-06 0.00031189348508943974 -0.00037536057579407869 leaf_weight=3.5676450841128853 213.8530469769612 21.675484742969275 14.053794012404976 leaf_count=23 1759 154 340 internal_value=0 3.137e-05 -0.000302137 internal_weight=0 235.529 17.6214 internal_count=2276 1913 363 is_linear=0 shrinkage=0.000339971 Tree=1784 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=14.6333 15.0173 5.02066 threshold=-0.10998999999999999 -0.060199999999999997 0.10678500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015579190864084985 -8.0186060563343262e-05 0.00064248488989046614 -0.00031426681095213672 leaf_weight=10.631639406085016 163.26710332091898 58.065915662795305 8.8817892093211395 leaf_count=157 1762 319 61 internal_value=0 0.000109443 -0.000992715 internal_weight=0 221.333 19.5134 internal_count=2299 2081 218 is_linear=0 shrinkage=0.00122064 Tree=1785 num_leaves=3 num_cat=0 split_feature=3 31 split_gain=14.3558 13.1823 threshold=0.15015500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014933258792539667 0.0011164377126832684 -0.00012857649001588424 leaf_weight=8.3797528501600009 17.825227286666632 214.24556402373128 leaf_count=61 121 2117 internal_value=0 -6.74043e-05 internal_weight=0 222.625 internal_count=2299 2178 is_linear=0 shrinkage=0.00126996 Tree=1786 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=15.6233 18.1176 6.35496 threshold=0.18829500000000002 0.13355500000000001 -0.26786499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0075096818317536e-05 -3.7783820153238754e-05 0.00048125448873883941 -0.00040790954383426725 leaf_weight=226.79625676479191 7.410668964963409 8.3274819962680322 11.962507815100251 leaf_count=2006 107 36 150 internal_value=0 2.68008e-05 -0.000266505 internal_weight=0 235.124 19.3732 internal_count=2299 2042 257 is_linear=0 shrinkage=0.00031408 Tree=1787 num_leaves=4 num_cat=0 split_feature=51 481 1 split_gain=14.1172 14.7082 4.96904 threshold=-0.10998999999999999 -1.0000000180025095e-35 0.10678500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014913159633934379 -0.0011250788692779615 0.00017717767910293368 -0.00029660313083995518 leaf_weight=10.434092449024321 12.645136236678807 208.30067873233929 8.8700024150311929 leaf_count=157 239 1842 61 internal_value=0 0.000102556 -0.000943195 internal_weight=0 220.946 19.3041 internal_count=2299 2081 218 is_linear=0 shrinkage=0.00117324 Tree=1788 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=17.1109 28.4694 15.4162 threshold=-0.059315 0.15100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012011478378304221 0.00022495379945799531 0.00065711379243393669 -2.1972117772029903e-05 leaf_weight=125.34722994081676 61.79458106122911 6.1682390719652167 64.778010928072035 leaf_count=1609 378 14 278 internal_value=0 -8.35717e-05 9.85965e-05 internal_weight=0 131.515 126.573 internal_count=2279 1623 656 is_linear=0 shrinkage=0.000353706 Tree=1789 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=17.0693 26.7497 15.325 threshold=-0.059315 0.15100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012049988471260169 0.00022887434822238607 0.00064773197323690916 -2.1937554793251734e-05 leaf_weight=126.08717210870236 62.002219676971436 6.1702494025230399 64.874388952739537 leaf_count=1609 378 14 278 internal_value=0 -8.4571e-05 0.000100646 internal_weight=0 132.257 126.877 internal_count=2279 1623 656 is_linear=0 shrinkage=0.00036078 Tree=1790 num_leaves=4 num_cat=0 split_feature=16 42 43 split_gain=12.5211 15.2929 5.186 threshold=0.26639000000000007 -1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059859745662976132 -5.8466136657801014e-05 0.0002788889883854589 -0.0011802314457706427 leaf_weight=37.152337811887264 10.145760937128218 179.29273669980466 17.242152495775372 leaf_count=553 110 1452 164 internal_value=0 0.000128231 -0.000765007 internal_weight=0 216.445 27.3879 internal_count=2279 2005 274 is_linear=0 shrinkage=0.00124506 Tree=1791 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=12.4547 27.269 13.2668 threshold=-0.059315 0.15100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038905080819913413 0.00076525814779300255 0.002387486111999214 -8.1347920043433372e-05 leaf_weight=117.80238651810214 56.718480216339231 5.976154424250125 62.993070552125573 leaf_count=1609 378 14 278 internal_value=0 -0.000254649 0.000319826 internal_weight=0 123.779 119.712 internal_count=2279 1623 656 is_linear=0 shrinkage=0.00126996 Tree=1792 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=17.0051 18.1164 0.61303 threshold=0.13554500000000003 0.11768500000000003 -0.073459999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.357865935215769e-05 0.00037260594421643911 -0.00050592371738371529 0.00024470788358522494 leaf_weight=228.81655536592007 10.444327943027021 10.140764858573673 9.5252679549157602 leaf_count=2053 90 69 52 internal_value=0 -3.45113e-05 0.000311892 internal_weight=0 238.957 19.9696 internal_count=2264 2122 142 is_linear=0 shrinkage=0.00036078 Tree=1793 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=13.5484 19.5852 0.7875 threshold=0.13554500000000003 0.11768500000000003 -0.074089999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9971312874063628e-05 0.0012804959542734515 -0.0018282736768332637 0.00074949051955437045 leaf_weight=212.38844458060339 9.4141412582248467 9.6899839397519809 8.233393168076871 leaf_count=2053 100 69 42 internal_value=0 -9.90236e-05 0.00103383 internal_weight=0 222.078 17.6475 internal_count=2264 2122 142 is_linear=0 shrinkage=0.00124506 Tree=1794 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=15.0878 17.2837 0.856191 threshold=0.13554500000000003 0.11768500000000003 -0.040344999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9274556254709906e-06 0.00021553196306026715 -0.00044471749225205077 0.0003569588634586222 leaf_weight=222.11511326325126 10.480703368782999 10.046441150829194 8.3100144416093809 leaf_count=2053 83 69 59 internal_value=0 -2.59072e-05 0.000278375 internal_weight=0 232.162 18.7907 internal_count=2264 2122 142 is_linear=0 shrinkage=0.000326769 Tree=1795 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=15.1323 17.1469 0.707401 threshold=0.13554500000000003 0.11768500000000003 -0.073029999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0468571476491657e-06 0.00033540830605376093 -0.00044098888388216013 0.00020845277212797395 leaf_weight=224.78973261034116 10.030564019456508 10.192742263898252 9.0828559566289169 leaf_count=2053 91 69 51 internal_value=0 -2.68607e-05 0.000275346 internal_weight=0 234.982 19.1134 internal_count=2264 2122 142 is_linear=0 shrinkage=0.000326769 Tree=1796 num_leaves=4 num_cat=0 split_feature=1 48 12 split_gain=21.1337 20.7436 12.3038 threshold=0.10098000000000001 0.092475000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010333142087589891 0.00029548319965370083 0.00021785306065337414 5.2213135717815908e-05 leaf_weight=143.39037434523925 29.260768262669444 23.001954912208021 68.502276891842484 leaf_count=1562 203 145 365 internal_value=0 -5.89112e-05 0.000125068 internal_weight=0 166.392 97.763 internal_count=2275 1707 568 is_linear=0 shrinkage=0.00031408 Tree=1797 num_leaves=4 num_cat=0 split_feature=1 48 12 split_gain=19.2597 21.0252 11.4421 threshold=0.10098000000000001 0.092475000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011146679064727432 0.0003296179879005496 0.00025678970189790937 6.0967696009062729e-05 leaf_weight=139.70905842538923 28.036235801875591 22.504647379741073 67.727082023397088 leaf_count=1562 203 145 365 internal_value=0 -6.03527e-05 0.000139669 internal_weight=0 162.214 95.7633 internal_count=2275 1707 568 is_linear=0 shrinkage=0.000353706 Tree=1798 num_leaves=4 num_cat=0 split_feature=1 48 12 split_gain=14.1458 21.0035 10.9341 threshold=0.10098000000000001 0.092475000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041062836850536664 0.0012798110569848288 0.0010780918853602872 0.00018963120267998431 leaf_weight=133.13368948269635 25.245491659268737 21.643907676450908 63.694627309218049 leaf_count=1562 203 145 365 internal_value=0 -0.00020234 0.000499285 internal_weight=0 154.778 88.9401 internal_count=2275 1707 568 is_linear=0 shrinkage=0.00140214 Tree=1799 num_leaves=4 num_cat=0 split_feature=1 48 12 split_gain=18.0268 20.0714 11.4804 threshold=0.10098000000000001 0.092475000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010614067466194221 0.00031471674468627406 0.00023990925262320787 5.3227105585842841e-05 leaf_weight=139.21012487681583 27.312610808759928 22.485232983715832 66.954184841364622 leaf_count=1562 203 145 365 internal_value=0 -5.79966e-05 0.000129039 internal_weight=0 161.695 94.2668 internal_count=2275 1707 568 is_linear=0 shrinkage=0.000339971 Tree=1800 num_leaves=4 num_cat=0 split_feature=12 1 3 split_gain=16.8618 18.0676 8.22154 threshold=0.083325000000000024 0.13052500000000003 -0.010149999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072980726712103294 -0.00054484418254508663 0.0016134360932606355 2.8772272991003729e-05 leaf_weight=46.977366187609732 107.32132902671583 7.2087449692189685 77.147740266285837 leaf_count=249 1571 39 432 internal_value=0 -0.000408752 0.000294163 internal_weight=0 114.53 124.125 internal_count=2291 1610 681 is_linear=0 shrinkage=0.00132126 Tree=1801 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=20.4666 19.0779 10.3571 threshold=0.083325000000000024 0.13052500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021456458259333215 -0.00014885185581495872 0.00041267749577606405 1.1126177553556169e-05 leaf_weight=46.835675491020083 114.7520065815188 7.7498243562877169 84.120766455307603 leaf_count=267 1571 39 414 internal_value=0 -0.000113269 8.39052e-05 internal_weight=0 122.502 130.956 internal_count=2291 1610 681 is_linear=0 shrinkage=0.00034677 Tree=1802 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=16.4267 24.5358 15.0367 threshold=-0.060199999999999997 0.077765000000000015 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088112876240656703 0.001022938993087616 5.7681278401233062e-05 -2.2820217407580025e-05 leaf_weight=51.087310987291858 30.026932117529213 115.19540957454592 41.822190795093775 leaf_count=1071 159 791 270 internal_value=0 -0.000230819 0.000414375 internal_weight=0 166.283 71.8491 internal_count=2291 1862 429 is_linear=0 shrinkage=0.00112769 Tree=1803 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=16.0982 15.6109 threshold=0.048375000000000008 0.12986500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023695693702884379 0.0010180522618798865 0.00099589939558604587 leaf_weight=199.58972738170996 20.387905659154058 17.282537324354053 leaf_count=2017 125 149 internal_value=0 -0.000138632 internal_weight=0 216.872 internal_count=2291 2166 is_linear=0 shrinkage=0.00124506 Tree=1804 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=12.8059 15.4083 1.62329 threshold=-0.098344999999999974 -0.08292999999999999 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020979475525402251 0.00053331380009049504 -0.00023972591358760361 -0.0010295056175658433 leaf_weight=4.9449841771274805 61.069036262575537 171.02617604238912 5.1112583784852159 leaf_count=48 475 1676 111 internal_value=0 -3.62961e-05 -0.00155787 internal_weight=0 232.095 10.0562 internal_count=2310 2151 159 is_linear=0 shrinkage=0.00132126 Tree=1805 num_leaves=4 num_cat=0 split_feature=123 0 2 split_gain=15.1551 12.9669 4.21119 threshold=1.0000000180025095e-35 0.17126500000000003 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.852569231180662e-05 3.1653256139916599e-07 0.00029915044330098211 0.00025978646628633314 leaf_weight=223.9795892322436 9.6809017490595597 8.3731920477002841 16.997165597975254 leaf_count=2110 76 22 102 internal_value=0 -8.41714e-05 0.000165698 internal_weight=0 232.353 26.6781 internal_count=2310 2132 178 is_linear=0 shrinkage=0.00031408 Tree=1806 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=12.5017 17.0547 threshold=-1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015649006204656545 -0.00059930561115772258 0.00013065987961127402 leaf_weight=7.6047079600393763 91.636631857836619 143.11515653925017 leaf_count=61 1165 1084 internal_value=0 -0.000154312 internal_weight=0 234.752 internal_count=2310 2249 is_linear=0 shrinkage=0.00132126 Tree=1807 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=12.3645 14.7307 1.57062 threshold=-0.098344999999999974 -0.08292999999999999 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021995545805637315 0.0005529765067395782 -0.00024959557602321575 -0.0010787679105066978 leaf_weight=4.8923134841024876 60.99382557393983 170.87621396686882 5.0667769226711226 leaf_count=48 475 1676 111 internal_value=0 -3.84494e-05 -0.0016325 internal_weight=0 231.87 9.95909 internal_count=2310 2151 159 is_linear=0 shrinkage=0.00140214 Tree=1808 num_leaves=4 num_cat=0 split_feature=484 1 3 split_gain=12.8272 10.7269 7.8765 threshold=-0.0048499999999999993 0.12835000000000002 0.10561500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015801130466641753 1.5133088305311885e-05 0.0011022143716287692 0.00036096246467002321 leaf_weight=16.029106067959223 197.00741214165464 21.397453471086919 6.1462460514158002 leaf_count=349 1733 177 24 internal_value=0 0.000121723 -0.00104227 internal_weight=0 218.405 22.1754 internal_count=2283 1910 373 is_linear=0 shrinkage=0.00145878 Tree=1809 num_leaves=4 num_cat=0 split_feature=484 1213 3 split_gain=12.3879 10.9955 7.68303 threshold=-0.0048499999999999993 -0.080769999999999995 0.10561500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014492108300319033 -0.0013528893487301126 0.00017259915883694721 0.00032640973746606472 leaf_weight=15.786751621868463 8.9297061697579903 209.25927995308302 6.1389145217835894 leaf_count=349 213 1697 24 internal_value=0 0.000110053 -0.000952208 internal_weight=0 218.189 21.9257 internal_count=2283 1910 373 is_linear=0 shrinkage=0.00134769 Tree=1810 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=12.2763 13.8072 threshold=-0.24689499999999998 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010510376194841141 -0.001121100032215445 3.0301895413343667e-05 leaf_weight=18.328309422358871 19.966431585606188 201.41963623301126 leaf_count=119 366 1798 internal_value=0 -7.36288e-05 internal_weight=0 221.386 internal_count=2283 2164 is_linear=0 shrinkage=0.00132126 Tree=1811 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=15.94 20.1278 14.0951 threshold=-0.059315 -0.097604999999999983 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8346339844821087e-05 0.00020605502801470123 -0.00018881494421683741 -8.8282835835081428e-06 leaf_weight=60.477498112246394 52.584475794807076 70.228237663861364 70.424259060062468 leaf_count=342 337 1293 311 internal_value=0 -7.44617e-05 8.3049e-05 internal_weight=0 130.706 123.009 internal_count=2283 1635 648 is_linear=0 shrinkage=0.00031408 Tree=1812 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=13.6799 20.6835 14.5569 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00099554475702694082 -0.0011284394257497126 0.00046347292690737733 0.0003678405077599674 leaf_weight=50.023041321896017 13.411530610173939 28.986346440389752 144.25932957325131 leaf_count=908 118 260 960 internal_value=0 -0.000460289 0.000240445 internal_weight=0 79.0094 157.671 internal_count=2246 1168 1078 is_linear=0 shrinkage=0.00137464 Tree=1813 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=16.4341 21.4497 15.6712 threshold=1.0000000180025095e-35 0.025560000000000003 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021157859074955228 -0.00026223915502048933 0.00015982488874831228 8.9215580095558265e-05 leaf_weight=61.478161816485226 14.217745535075663 21.536524388939142 152.53048454690725 leaf_count=1110 118 58 960 internal_value=0 -0.000115211 5.92223e-05 internal_weight=0 83.0147 166.748 internal_count=2246 1168 1078 is_linear=0 shrinkage=0.000320362 Tree=1814 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=16.5651 24.2504 15.3879 threshold=1.0000000180025095e-35 0.025560000000000003 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022686836553022775 -0.00027150567400299687 0.00018140099288447301 9.0877685362626288e-05 leaf_weight=62.526799708604813 14.215133257210253 21.778317004442215 152.33544246852398 leaf_count=1110 118 58 960 internal_value=0 -0.000121384 5.99206e-05 internal_weight=0 84.3051 166.551 internal_count=2246 1168 1078 is_linear=0 shrinkage=0.000333305 Tree=1815 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=13.2319 19.9837 14.0286 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096458051721267713 -0.0010909595153740181 0.00044228597388707157 0.00035337086758853485 leaf_weight=49.653380123898387 13.324125844985245 29.055379999335855 144.38531627412885 leaf_count=908 118 260 960 internal_value=0 -0.000445254 0.000231229 internal_weight=0 78.7088 157.709 internal_count=2246 1168 1078 is_linear=0 shrinkage=0.00134769 Tree=1816 num_leaves=4 num_cat=0 split_feature=160 130 1 split_gain=16.9241 15.8373 0.209849 threshold=-0.25833999999999996 1.0000000180025095e-35 0.093505000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039692434346753501 4.7329352434558378e-05 -0.00035752355116398701 -0.00050912586815493859 leaf_weight=6.5503144292160851 223.44457346247509 12.76078609516844 3.7037790082395077 leaf_count=152 1818 270 33 internal_value=0 2.54304e-05 -0.000438322 internal_weight=0 236.205 10.2541 internal_count=2273 2088 185 is_linear=0 shrinkage=0.000353706 Tree=1817 num_leaves=4 num_cat=0 split_feature=160 130 1 split_gain=16.276 14.5277 0.257336 threshold=-0.25833999999999996 1.0000000180025095e-35 0.094005000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018421852524473849 0.00020854536615741122 -0.0016604649929072759 -0.0024299657448630537 leaf_weight=6.3200078557711077 212.23240581527352 11.831871076487003 3.4521465506404638 leaf_count=156 1818 270 29 internal_value=0 0.000109718 -0.00205416 internal_weight=0 224.064 9.77215 internal_count=2273 2088 185 is_linear=0 shrinkage=0.00164282 Tree=1818 num_leaves=4 num_cat=0 split_feature=160 130 1 split_gain=17.3486 15.5914 0.216567 threshold=-0.25833999999999996 1.0000000180025095e-35 0.093100000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036738662375416543 4.0351206135858058e-05 -0.00032873036859817732 -0.00047027569428892971 leaf_weight=6.7077259737998229 226.00543544627726 12.901042724959551 3.9123285301029682 leaf_count=151 1818 270 34 internal_value=0 2.0396e-05 -0.000406066 internal_weight=0 238.906 10.6201 internal_count=2273 2088 185 is_linear=0 shrinkage=0.000326769 Tree=1819 num_leaves=4 num_cat=0 split_feature=160 130 1 split_gain=16.7087 15.4368 0.198458 threshold=-0.25833999999999996 1.0000000180025095e-35 0.093100000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003821972199994738 4.0768654812253316e-05 -0.00034212500561459585 -0.00048688672224620811 leaf_weight=6.5795065495185536 225.30745508754626 12.845563050825147 3.755686217918992 leaf_count=151 1818 270 34 internal_value=0 2.00903e-05 -0.000421068 internal_weight=0 238.153 10.3352 internal_count=2273 2088 185 is_linear=0 shrinkage=0.000339971 Tree=1820 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=13.3282 18.5953 threshold=-0.53299999999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036403239519747753 -6.5100284794737716e-05 0.00013850304803553255 leaf_weight=11.254405080340801 178.00669275922701 58.86842430755496 leaf_count=142 1777 312 internal_value=0 -1.44935e-05 internal_weight=0 236.875 internal_count=2231 2089 is_linear=0 shrinkage=0.00031408 Tree=1821 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=13.2151 16.5052 threshold=-0.53299999999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037697581066239652 -2.9500395458969633e-05 0.00017414029374322021 leaf_weight=9.5546626849099976 172.77777887973934 59.401470210403204 leaf_count=142 1777 312 internal_value=0 2.26097e-05 internal_weight=0 232.179 internal_count=2231 2089 is_linear=0 shrinkage=0.000333305 Tree=1822 num_leaves=3 num_cat=0 split_feature=472 0 split_gain=12.2156 11.5492 threshold=-1.0000000180025095e-35 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015083421310967461 -9.2362402016379246e-05 0.00055957431304382986 leaf_weight=8.0512192775495333 163.81949017941952 59.809570280835032 leaf_count=128 1756 347 internal_value=0 8.20309e-05 internal_weight=0 223.629 internal_count=2231 2103 is_linear=0 shrinkage=0.00126996 Tree=1823 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=14.7192 16.2409 threshold=-0.53299999999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039661044054909876 -2.7371613940171395e-05 0.00018192712018736356 leaf_weight=10.310492917895315 173.54971284139901 59.972567265853286 leaf_count=142 1777 312 internal_value=0 2.63904e-05 internal_weight=0 233.522 internal_count=2231 2089 is_linear=0 shrinkage=0.00034677 Tree=1824 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=17.1897 16.5383 1.82378 threshold=0.12337000000000002 0.080930000000000016 0.12033500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2541617307335181e-05 0.00029720558692890021 0.00015690139465892396 0.00012688442700304475 leaf_weight=181.16424184036441 17.705739315599207 39.203235127031803 10.216623917222021 leaf_count=1863 165 181 39 internal_value=0 -3.17138e-05 0.000235015 internal_weight=0 220.367 27.9224 internal_count=2248 2044 204 is_linear=0 shrinkage=0.000320362 Tree=1825 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=15.0303 14.6104 1.71671 threshold=0.12337000000000002 0.080930000000000016 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025310460593691472 0.0011038947978932157 0.00055409620774323767 0.00049491263387460636 leaf_weight=171.54538539540954 14.610126389190556 37.618157589808106 11.383373416960238 leaf_count=1863 151 181 53 internal_value=0 -0.000107892 0.000837761 internal_weight=0 209.164 25.9935 internal_count=2248 2044 204 is_linear=0 shrinkage=0.00117324 Tree=1826 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=16.1566 15.5159 1.97959 threshold=0.12337000000000002 0.080930000000000016 0.12033500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2612723889100181e-05 0.00030761009757716081 0.00015928635238833378 0.00012193903169949179 leaf_weight=180.17230055946857 17.404347198084 38.969175301492214 10.124088935554026 leaf_count=1863 165 181 39 internal_value=0 -3.13646e-05 0.000239458 internal_weight=0 219.141 27.5284 internal_count=2248 2044 204 is_linear=0 shrinkage=0.000333305 Tree=1827 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=14.5203 13.6445 1.73053 threshold=0.12337000000000002 0.10273000000000002 0.12033500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0602984756415474e-05 0.0014058789099424297 -0.0014557188672716683 0.00057745735998887635 leaf_weight=191.83315379428677 15.978715511038901 17.290503885596991 9.7783982083201391 leaf_count=1842 165 202 39 internal_value=0 -0.000139382 0.00109204 internal_weight=0 209.124 25.7571 internal_count=2248 2044 204 is_linear=0 shrinkage=0.00154807 Tree=1828 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=13.8449 12.7631 threshold=0.078320000000000015 0.15915500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019880118292901414 -0.0017424039431995465 -0.0014828391546497534 leaf_weight=225.237748128362 7.6453460371121755 8.8450822378508729 leaf_count=2003 63 209 internal_value=0 0.000135143 internal_weight=0 234.083 internal_count=2275 2212 is_linear=0 shrinkage=0.00137464 Tree=1829 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=12.9725 13.2057 threshold=0.078320000000000015 0.15915500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.9459898572216556e-05 -0.00036160269502867051 -0.00031706034658690667 leaf_weight=237.00712747499347 7.7934421533718696 9.4450657526031119 leaf_count=2003 63 209 internal_value=0 2.57731e-05 internal_weight=0 246.452 internal_count=2275 2212 is_linear=0 shrinkage=0.000295965 Tree=1830 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=13.3262 12.4021 threshold=0.078320000000000015 0.15915500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018650755629736601 -0.001651215509968206 -0.0014206920559972627 leaf_weight=225.45439145760611 7.5788926323875776 8.6864194734953326 leaf_count=2003 63 209 internal_value=0 0.000126771 internal_weight=0 234.141 internal_count=2275 2212 is_linear=0 shrinkage=0.00132126 Tree=1831 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=13.1557 13.6649 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003763373389959051 -0.00024690850501064935 5.32178453715298e-05 leaf_weight=9.1131518292240781 18.178153589833528 228.18805998470634 leaf_count=134 371 1770 internal_value=0 3.10556e-05 internal_weight=0 246.366 internal_count=2275 2141 is_linear=0 shrinkage=0.000333305 Tree=1832 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=14.7809 19.3676 15.454 threshold=-0.10075499999999998 0.086380000000000012 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023028063403107026 -2.5043638048826319e-05 -0.00031019626658562298 -0.00012366901926479538 leaf_weight=40.231725728139281 152.33877361705527 30.512506496161222 19.563809948042035 leaf_count=194 1706 255 125 internal_value=0 -7.26547e-05 0.000114473 internal_weight=0 182.851 59.7955 internal_count=2280 1961 319 is_linear=0 shrinkage=0.000326769 Tree=1833 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=14.0566 19.4041 15.4607 threshold=-0.10075499999999998 0.086380000000000012 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026665896046934394 -2.6957239889817544e-05 -0.0003604962785607904 -0.00014841490567378765 leaf_weight=40.257399952039123 153.43481586175039 30.6613589823246 19.519053595140576 leaf_count=194 1706 255 125 internal_value=0 -8.254e-05 0.000131119 internal_weight=0 184.096 59.7765 internal_count=2280 1961 319 is_linear=0 shrinkage=0.000382862 Tree=1834 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=13.9573 19.5466 15.3605 threshold=-0.10075499999999998 0.086380000000000012 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024983633283354422 -2.7028121017191981e-05 -0.00034215975328064107 -0.00014021065239932165 leaf_weight=39.8452318161726 152.86208358989097 30.759724976494908 19.589932238683105 leaf_count=194 1706 255 125 internal_value=0 -7.9848e-05 0.000121272 internal_weight=0 183.622 59.4352 internal_count=2280 1961 319 is_linear=0 shrinkage=0.00036078 Tree=1835 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=13.4377 20.2958 16.3952 threshold=-0.10075499999999998 0.086380000000000012 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099358015852869927 -9.3360968890432634e-05 -0.0013744646384232745 -0.00060990161392180298 leaf_weight=38.679181944578886 144.22980314190499 29.222377611324191 18.52793955616653 leaf_count=194 1706 255 125 internal_value=0 -0.000309323 0.000474223 internal_weight=0 173.452 57.2071 internal_count=2280 1961 319 is_linear=0 shrinkage=0.00140214 Tree=1836 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=13.1502 13.7439 3.52103 threshold=0.080635000000000012 -0.49367499999999992 0.084760000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012753911594663636 0.00035768600696931344 -4.2327520873219715e-05 0.001200293631941293 leaf_weight=12.712485454976557 14.381542345508935 197.25435395818204 12.084281415678559 leaf_count=109 90 1960 93 internal_value=0 -0.000117093 0.000743008 internal_weight=0 209.967 26.4658 internal_count=2252 2069 183 is_linear=0 shrinkage=0.00115024 Tree=1837 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=17.1942 14.6208 3.31934 threshold=0.080635000000000012 -0.10899499999999999 0.084760000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017215179794249664 0.00013755794505334999 -8.208893745267044e-05 0.00038094233877796851 leaf_weight=34.864633452147245 15.671807529404761 188.73453698353842 13.681078314781187 leaf_count=185 90 1884 93 internal_value=0 -4.24352e-05 0.000251171 internal_weight=0 223.599 29.3529 internal_count=2252 2069 183 is_linear=0 shrinkage=0.00036078 Tree=1838 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=15.2109 14.2576 3.42262 threshold=0.080635000000000012 1.0000000180025095e-35 0.084760000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6727903521997343e-05 0.00011456871486310066 -0.00042011074475635887 0.00034290010258441415 leaf_weight=209.88973359996453 15.227246820926668 9.7736541386693698 13.017494533210991 leaf_count=1868 90 201 93 internal_value=0 -3.47109e-05 0.000219963 internal_weight=0 219.663 28.2447 internal_count=2252 2069 183 is_linear=0 shrinkage=0.000326769 Tree=1839 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=12.7915 13.3169 3.49631 threshold=0.080635000000000012 -0.49367499999999992 0.084760000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017667434767808816 0.00049483852615373239 -5.8709812980196214e-05 0.0016756828538767624 leaf_weight=12.576742712408302 14.368315264582636 197.64799825591035 11.900688176974652 leaf_count=109 90 1960 93 internal_value=0 -0.000161044 0.00103063 internal_weight=0 210.225 26.269 internal_count=2252 2069 183 is_linear=0 shrinkage=0.00161061 Tree=1840 num_leaves=4 num_cat=0 split_feature=4 15 49 split_gain=14.7066 15.9188 13.3435 threshold=0.15891500000000003 0.090545000000000014 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4975558800002219e-05 0.00022291244244158039 -0.00034483780941840255 -0.00020168257292604635 leaf_weight=169.87201002286747 47.530466169118881 21.966367624234408 11.483331151306627 leaf_count=1561 294 362 69 internal_value=0 -6.16319e-05 0.000140253 internal_weight=0 191.838 59.0138 internal_count=2286 1923 363 is_linear=0 shrinkage=0.000353706 Tree=1841 num_leaves=4 num_cat=0 split_feature=1456 157 12 split_gain=12.2647 12.191 0.0633446 threshold=-1.0000000180025095e-35 -0.083944999999999978 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018529401039425303 -0.0012635868151412769 9.825526587834713e-05 -0.0015620041537474129 leaf_weight=3.4587238673120719 14.343845245428382 210.39491322031245 5.6996324583888054 leaf_count=36 163 1918 169 internal_value=0 1.12364e-05 -0.0016755 internal_weight=0 224.739 9.15836 internal_count=2286 2081 205 is_linear=0 shrinkage=0.00143018 Tree=1842 num_leaves=4 num_cat=0 split_feature=1456 52 12 split_gain=11.9635 12.0409 0.0581121 threshold=-1.0000000180025095e-35 -0.5138299999999999 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018076604020186354 -0.0015698091625176919 7.742810362835586e-05 -0.0015285654339859587 leaf_weight=3.3986557852476817 9.0730723394080979 215.55353323277086 5.5833861967548728 leaf_count=36 143 1938 169 internal_value=0 1.07655e-05 -0.00163778 internal_weight=0 224.627 8.98204 internal_count=2286 2081 205 is_linear=0 shrinkage=0.00140214 Tree=1843 num_leaves=4 num_cat=0 split_feature=4 15 49 split_gain=14.4036 15.6179 13.1977 threshold=0.15891500000000003 0.090545000000000014 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9935264228220532e-05 0.00020771419020352883 -0.00031589767202154951 -0.00018256449215714709 leaf_weight=168.36794082680717 47.391022836789489 21.447122954763472 11.479431414976714 leaf_count=1561 294 362 69 internal_value=0 -5.34043e-05 0.000131577 internal_weight=0 189.815 58.8705 internal_count=2286 1923 363 is_linear=0 shrinkage=0.000326769 Tree=1844 num_leaves=4 num_cat=0 split_feature=481 1 159 split_gain=15.2567 16.3195 1.0637 threshold=-0.0079799999999999992 1.0000000180025095e-35 -0.08799499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018255386473279471 -7.9448081132018342e-05 9.7961329751838769e-05 -0.00039847343989244521 leaf_weight=3.3216686286032191 80.813803676515818 155.74215430114418 8.3565010069869441 leaf_count=55 1046 1001 189 internal_value=0 3.7352e-05 -0.000337457 internal_weight=0 236.556 11.6782 internal_count=2291 2047 244 is_linear=0 shrinkage=0.000320362 Tree=1845 num_leaves=4 num_cat=0 split_feature=481 1 159 split_gain=14.0928 13.2091 1.06621 threshold=-0.0079799999999999992 1.0000000180025095e-35 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064931806900491015 -0.00026032351922954951 0.0003507695489645217 -0.001486716258641801 leaf_weight=3.079454742372036 77.072669865330681 147.71648486051708 7.8114479733630997 leaf_count=52 1046 1001 192 internal_value=0 0.000141242 -0.00125149 internal_weight=0 224.789 10.8909 internal_count=2291 2047 244 is_linear=0 shrinkage=0.00119671 Tree=1846 num_leaves=4 num_cat=0 split_feature=481 1 159 split_gain=13.6423 12.6423 1.07768 threshold=-0.0079799999999999992 1.0000000180025095e-35 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080752904243780769 -0.00032345571130244766 0.00043545458480323334 -0.001878985862283921 leaf_weight=3.0703761205077171 76.906358831794932 147.52510930411518 7.6645045396871847 leaf_count=52 1046 1001 192 internal_value=0 0.000175392 -0.00157451 internal_weight=0 224.431 10.7349 internal_count=2291 2047 244 is_linear=0 shrinkage=0.00151772 Tree=1847 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=13.8668 21.1246 19.9304 threshold=1.0000000180025095e-35 -0.21586499999999997 -0.099704999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019454827192266701 -0.00029437207955227974 0.00011366523890106956 -0.00018432268221756402 leaf_weight=20.377775615081191 15.56050068233162 147.98908893205225 63.27528367144987 leaf_count=64 135 961 1131 internal_value=0 7.48138e-05 -9.20069e-05 internal_weight=0 163.55 83.6531 internal_count=2291 1096 1195 is_linear=0 shrinkage=0.000333305 Tree=1848 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=13.8366 14.8183 threshold=-0.23832999999999996 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028982973881201988 -3.3818829511336709e-05 0.00018290951709055197 leaf_weight=19.377354132011533 198.92496290802956 40.533481281250715 leaf_count=120 1935 240 internal_value=0 2.87875e-06 internal_weight=0 239.458 internal_count=2295 2175 is_linear=0 shrinkage=0.000326769 Tree=1849 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=12.6735 14.5964 threshold=-0.53299999999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013376459646368066 -2.5654649081349994e-05 0.00065815227537780992 leaf_weight=8.4819181472994369 174.23089018696919 60.114644810557365 leaf_count=141 1836 318 internal_value=0 0.000149796 internal_weight=0 234.346 internal_count=2295 2154 is_linear=0 shrinkage=0.00119671 Tree=1850 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=14.817 15.2181 threshold=-0.23832999999999996 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028360647774048687 -3.5162197257601813e-05 0.00017545189234421252 leaf_weight=19.682705502957106 200.7723728469573 40.684132136404514 leaf_count=120 1935 240 internal_value=0 3.36217e-07 internal_weight=0 241.457 internal_count=2295 2175 is_linear=0 shrinkage=0.00031408 Tree=1851 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=12.3527 14.0707 threshold=-0.53299999999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015330891138884799 -2.9398185586777939e-05 0.00074227219739346863 leaf_weight=8.3339834171347302 174.46278926776722 59.989694667980075 leaf_count=141 1836 318 internal_value=0 0.000168095 internal_weight=0 234.452 internal_count=2295 2154 is_linear=0 shrinkage=0.00137464 Tree=1852 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=11.7696 13.5514 11.0049 threshold=0.10114000000000002 0.092475000000000016 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046363789453222074 0.00075084468470211193 0.00085297617996581859 -0.00040841784233991489 leaf_weight=129.65833629737608 60.274534833617508 19.956124806310982 25.911897446960211 leaf_count=1557 417 148 144 internal_value=0 -0.000287937 0.0004023 internal_weight=0 149.614 86.1864 internal_count=2266 1705 561 is_linear=0 shrinkage=0.00148796 Tree=1853 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=11.489 18.8579 13.2212 threshold=-0.060199999999999997 0.090435000000000015 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073539916158859458 0.0011454277118502518 0.00019484835875159128 -7.2456241687978088e-05 leaf_weight=75.524384604999796 28.997717890888453 90.509786549024284 40.145002312958241 leaf_count=1268 155 575 268 internal_value=0 -0.000228332 0.000438486 internal_weight=0 166.034 69.1427 internal_count=2266 1843 423 is_linear=0 shrinkage=0.00137464 Tree=1854 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=15.9066 14.542 11.474 threshold=0.10114000000000002 -0.47365999999999991 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029506752980093293 0.00016655774450000707 -9.5524538599034122e-05 -7.5681766315375274e-05 leaf_weight=10.028312012553213 64.410439949482679 146.70995509508066 27.517731355503201 leaf_count=23 414 1682 147 internal_value=0 -7.05011e-05 9.40452e-05 internal_weight=0 156.738 91.9282 internal_count=2266 1705 561 is_linear=0 shrinkage=0.00031408 Tree=1855 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=11.3008 16.1557 threshold=-0.23832999999999996 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0009847457329544044 0.00031453647110392152 -0.00046116470837671261 leaf_weight=19.652039030566812 93.024790497031063 121.98163374140859 leaf_count=121 907 1238 internal_value=0 -0.000125551 internal_weight=0 215.006 internal_count=2266 2145 is_linear=0 shrinkage=0.00140214 Tree=1856 num_leaves=4 num_cat=0 split_feature=1212 1429 3 split_gain=12.9458 12.4989 0.0249988 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074084999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037271871210376036 -0.00036930685966768124 4.7073153608050116e-05 -0.00042469928684583816 leaf_weight=4.8980070566758513 9.3522868065629137 240.18550549820065 4.2045538779348117 leaf_count=119 122 2015 42 internal_value=0 3.14408e-05 -0.000397568 internal_weight=0 249.538 9.10256 internal_count=2298 2137 161 is_linear=0 shrinkage=0.000353706 Tree=1857 num_leaves=4 num_cat=0 split_feature=1212 155 3 split_gain=12.4188 11.881 0.0236164 threshold=-1.0000000180025095e-35 0.083985000000000018 -0.074084999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012317826884323251 0.00016909317600514448 -0.0011027042030431462 -0.0014058064542437322 leaf_weight=4.5710903410799801 229.11274031689391 10.558861759491263 4.0752584785222989 leaf_count=119 1980 157 42 internal_value=0 0.00011298 -0.00131672 internal_weight=0 239.672 8.64635 internal_count=2298 2137 161 is_linear=0 shrinkage=0.00117324 Tree=1858 num_leaves=4 num_cat=0 split_feature=1212 1429 3 split_gain=12.0845 12.1229 0.0206416 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074084999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015296495341762292 -0.0015301152602022006 0.00020196381908355496 -0.0017409380288486535 leaf_weight=4.4752690345048904 8.9131186553277058 230.61948776431382 4.0008013900369388 leaf_count=119 122 2015 42 internal_value=0 0.000137396 -0.00163307 internal_weight=0 239.533 8.47607 internal_count=2298 2137 161 is_linear=0 shrinkage=0.00145878 Tree=1859 num_leaves=4 num_cat=0 split_feature=1212 1429 3 split_gain=12.5246 11.8684 0.0179831 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074084999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031141821874521502 -0.00030269852714625981 3.9781832975554835e-05 -0.00035215989555377827 leaf_weight=4.7852281695231795 9.1825243302155268 241.24796442687511 4.0570994354784471 leaf_count=119 122 2015 42 internal_value=0 2.7202e-05 -0.00033083 internal_weight=0 250.43 8.84233 internal_count=2298 2137 161 is_linear=0 shrinkage=0.000295965 Tree=1860 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=11.3962 14.0412 threshold=0.048375000000000008 0.07826000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.4546298755955995e-05 0.0011663798383937734 -0.001120497568855283 leaf_weight=189.20069591375068 20.765548628754914 27.09254626953043 leaf_count=1721 119 422 internal_value=0 -5.77336e-05 internal_weight=0 216.293 internal_count=2262 2143 is_linear=0 shrinkage=0.00157903 Tree=1861 num_leaves=3 num_cat=0 split_feature=376 1456 split_gain=13.401 13.696 threshold=0.048375000000000008 0.075120000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.6069442353225896e-07 0.00025998168248726408 -0.00044386063567207956 leaf_weight=220.28518682159483 22.147290172055364 8.3458539093844575 leaf_count=1962 119 181 internal_value=0 -1.68748e-05 internal_weight=0 228.631 internal_count=2262 2143 is_linear=0 shrinkage=0.000339971 Tree=1862 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=13.5326 22.2148 12.1774 threshold=-0.055579999999999997 -0.10075499999999998 -0.049719999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7896081430562312e-05 0.00023975409878790026 -0.00018479110517896741 1.7245381893129795e-05 leaf_weight=56.652273209765553 37.877463039010763 72.96822830894962 85.561323596164584 leaf_count=309 217 1317 419 internal_value=0 -6.56143e-05 8.55492e-05 internal_weight=0 129.621 123.439 internal_count=2262 1626 636 is_linear=0 shrinkage=0.000326769 Tree=1863 num_leaves=3 num_cat=0 split_feature=41 1212 split_gain=11.1616 11.0537 threshold=0.083035000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014071309625716727 -0.0012021970391773316 0.00015212855490456657 leaf_weight=7.568011423572897 11.123088033869861 218.49512309930287 leaf_count=157 77 2028 internal_value=0 9.98141e-05 internal_weight=0 226.063 internal_count=2262 2185 is_linear=0 shrinkage=0.00126996 Tree=1864 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=18.307 17.3144 8.92486 threshold=0.10114000000000002 -0.10075499999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.557105976555066e-05 0.00016787773419005866 -0.00015031771405386171 -6.0344798428523197e-05 leaf_weight=41.826052410528064 63.14451364800334 113.57904732320458 25.746006300672889 leaf_count=224 426 1497 134 internal_value=0 -8.41351e-05 0.000101777 internal_weight=0 155.405 88.8905 internal_count=2281 1721 560 is_linear=0 shrinkage=0.000326769 Tree=1865 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.6131 16.1291 8.03772 threshold=0.10114000000000002 -0.10075499999999998 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040588245078059817 0.00063120650296688888 -0.00056973726057800715 -0.00026596653284615497 leaf_weight=40.702666501514614 58.504546605050564 108.14473029784858 24.815321408212185 leaf_count=224 426 1497 134 internal_value=0 -0.000302934 0.000364 internal_weight=0 148.847 83.3199 internal_count=2281 1721 560 is_linear=0 shrinkage=0.00132126 Tree=1866 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=17.7219 16.2881 8.55047 threshold=0.10114000000000002 -0.10075499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3258686180603705e-05 -0.00017716732605436593 -0.00014588732836870951 0.00013937889726400559 leaf_weight=41.630445223301649 10.304145392030476 112.70860808202997 77.762703498825431 leaf_count=224 82 1497 478 internal_value=0 -8.1378e-05 0.000102311 internal_weight=0 154.339 88.0668 internal_count=2281 1721 560 is_linear=0 shrinkage=0.000326769 Tree=1867 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=13.3792 14.1121 threshold=-0.39935999999999994 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001993357473380569 -0.00026667349604656351 0.00045026691878712061 leaf_weight=6.5845117713324717 143.88091245712712 81.11217618919909 leaf_count=113 1622 546 internal_value=0 -8.19329e-06 internal_weight=0 224.993 internal_count=2281 2168 is_linear=0 shrinkage=0.00137464 Tree=1868 num_leaves=4 num_cat=0 split_feature=1 42 39 split_gain=17.7669 14.9178 7.75947 threshold=0.10491000000000002 0.09202500000000001 0.085245000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001207190072920831 0.00020630948655456926 -0.0011448939980804236 0.0010780239911308259 leaf_weight=135.40026051178575 56.062645331956446 22.867308233398944 18.746094195172191 leaf_count=1445 341 350 150 internal_value=0 -0.000268817 0.000424969 internal_weight=0 158.268 74.8087 internal_count=2286 1795 491 is_linear=0 shrinkage=0.00117324 Tree=1869 num_leaves=4 num_cat=0 split_feature=1 42 39 split_gain=17.0482 14.5128 7.62001 threshold=0.10491000000000002 0.09202500000000001 0.085245000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014393641786339669 0.00024619602689577647 -0.0013821686301668345 0.0013057944034572397 leaf_weight=135.32515655038878 55.985008575953543 22.575455959420651 18.445787824690342 leaf_count=1445 341 350 150 internal_value=0 -0.000321115 0.000509058 internal_weight=0 157.901 74.4308 internal_count=2286 1795 491 is_linear=0 shrinkage=0.00143018 Tree=1870 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=16.3574 14.1151 7.69604 threshold=0.10491000000000002 0.09202500000000001 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013531878685225994 0.00065916266300707169 -0.0013155026145505431 -0.0006191062012379006 leaf_weight=135.25180615950376 63.731734522618353 22.290531475562602 10.329000689089296 leaf_count=1445 444 350 47 internal_value=0 -0.000302441 0.000480773 internal_weight=0 157.542 74.0607 internal_count=2286 1795 491 is_linear=0 shrinkage=0.00137464 Tree=1871 num_leaves=4 num_cat=0 split_feature=1 133 39 split_gain=15.6829 13.8267 7.55118 threshold=0.10491000000000002 0.064285000000000009 0.085245000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064381591539793915 0.00024926073577102864 0.00034591385648807658 0.0014009722551243304 leaf_weight=107.94490163773298 55.728662919253111 49.247683594468981 18.051652053371072 leaf_count=1113 341 682 150 internal_value=0 -0.000333734 0.000531337 internal_weight=0 157.193 73.7803 internal_count=2286 1795 491 is_linear=0 shrinkage=0.00154807 Tree=1872 num_leaves=4 num_cat=0 split_feature=147 13 48 split_gain=12.3918 13.2679 8.06246 threshold=1.0000000180025095e-35 -0.10899499999999999 -0.080269999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063695034249318936 0.00010576349769800737 -0.00033348172564742702 0.0016371438459899311 leaf_weight=34.828243463300169 14.52680327743292 166.52748012728989 13.615985635668038 leaf_count=207 78 1930 62 internal_value=0 -0.000165583 0.00084728 internal_weight=0 201.356 28.1428 internal_count=2277 2137 140 is_linear=0 shrinkage=0.00143018 Tree=1873 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=13.7048 17.3762 3.98819 threshold=1.0000000180025095e-35 -0.10899499999999999 -0.084854999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017838942158172593 0.00037390896405564087 -8.5134385440298441e-05 0.00010647002140943452 leaf_weight=36.211512471549213 11.606889046728613 177.47713075345382 15.894584974274037 leaf_count=204 64 1891 118 internal_value=0 -4.04659e-05 0.000219523 internal_weight=0 213.689 27.5015 internal_count=2277 2095 182 is_linear=0 shrinkage=0.00034677 Tree=1874 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=14.1471 18.1676 4.03273 threshold=1.0000000180025095e-35 -0.10899499999999999 -0.084854999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019295855421298214 0.00039871108921971668 -9.1629675849937863e-05 0.0001150689049906522 leaf_weight=36.603696592152119 11.814497176557781 178.12159050884657 15.973840552382169 leaf_count=204 64 1891 118 internal_value=0 -4.31038e-05 0.000235853 internal_weight=0 214.725 27.7883 internal_count=2277 2095 182 is_linear=0 shrinkage=0.000367995 Tree=1875 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=15.045 17.7898 3.98783 threshold=1.0000000180025095e-35 -0.10899499999999999 -0.084854999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016495909706713225 0.00034778207625987795 -7.9639567637354995e-05 0.00010560579006909325 leaf_weight=36.711096995510161 12.173571333289148 180.4100028173998 16.376584425568581 leaf_count=204 64 1891 118 internal_value=0 -3.82717e-05 0.000209031 internal_weight=0 217.121 28.5502 internal_count=2277 2095 182 is_linear=0 shrinkage=0.000320362 Tree=1876 num_leaves=3 num_cat=0 split_feature=3 131 split_gain=15.6753 12.8407 threshold=0.15251000000000001 0.087705000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.365764053757769e-06 0.00037101380057400467 -0.00026884891939248957 leaf_weight=205.10281854541972 13.573050947859882 25.533769564703107 leaf_count=1844 106 322 internal_value=0 -2.76802e-05 internal_weight=0 230.637 internal_count=2272 2166 is_linear=0 shrinkage=0.00036078 Tree=1877 num_leaves=3 num_cat=0 split_feature=3 454 split_gain=15.3925 12.787 threshold=0.15251000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005001044182265644 0.00037088681138769397 -1.0884276902074179e-05 leaf_weight=7.1632678788155308 13.427726332098244 218.92220804584213 leaf_count=51 106 2115 internal_value=0 -2.64256e-05 internal_weight=0 226.085 internal_count=2272 2166 is_linear=0 shrinkage=0.00036078 Tree=1878 num_leaves=3 num_cat=0 split_feature=454 131 split_gain=14.7091 14.3072 threshold=-1.0000000180025095e-35 0.087705000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020269812132099395 0.00016982263878566456 -0.00098901384910769058 leaf_weight=6.9096413291990748 198.56266784970649 23.396234574262053 leaf_count=51 1883 338 internal_value=0 4.75975e-05 internal_weight=0 221.959 internal_count=2272 2221 is_linear=0 shrinkage=0.00140214 Tree=1879 num_leaves=3 num_cat=0 split_feature=3 454 split_gain=14.1321 12.903 threshold=0.15251000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024152513115340917 0.0017415788949468362 -4.4683428108115675e-05 leaf_weight=6.9106641691178075 12.579173988662658 209.28192257811315 leaf_count=51 106 2115 internal_value=0 -0.000120666 internal_weight=0 216.193 internal_count=2272 2166 is_linear=0 shrinkage=0.0017092 Tree=1880 num_leaves=4 num_cat=0 split_feature=50 155 2 split_gain=14.6694 11.8069 6.30014 threshold=0.088425000000000017 0.083440000000000014 0.13913500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001863058978121473 -0.0013391618344557655 -0.0013900702518108374 0.00043615321471426655 leaf_weight=198.4892082279548 21.012139525264505 9.7833452615886909 4.8231702782213679 leaf_count=1727 382 136 30 internal_value=0 0.000112137 -0.00100765 internal_weight=0 208.273 25.8353 internal_count=2275 1863 412 is_linear=0 shrinkage=0.00140214 Tree=1881 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=15.257 19.8209 9.69765 threshold=0.045590000000000006 -0.10899499999999999 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021869172577021492 0.0001662281948765952 -0.00014021622458896662 1.9401388175687038e-05 leaf_weight=36.873648264445364 27.337671362794936 104.07206426351331 78.144058235920966 leaf_count=220 112 1561 382 internal_value=0 -7.64505e-05 8.33178e-05 internal_weight=0 131.41 115.018 internal_count=2275 1673 602 is_linear=0 shrinkage=0.000320362 Tree=1882 num_leaves=4 num_cat=0 split_feature=50 155 12 split_gain=15.1547 12.1988 8.51068 threshold=0.088425000000000017 0.083440000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.820882343839328e-05 0.00021385368402007134 -0.00035545353131605646 -0.000341979566220734 leaf_weight=207.05295868031681 4.2307682419195798 10.206877215299754 23.086726204259321 leaf_count=1727 26 136 386 internal_value=0 2.92152e-05 -0.000255806 internal_weight=0 217.26 27.3175 internal_count=2275 1863 412 is_linear=0 shrinkage=0.00036078 Tree=1883 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=17.0993 23.5438 10.965 threshold=-0.059315 -0.10075499999999998 0.096175000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6356563250706641e-05 0.00012302250847937409 -0.00020115507696735697 -0.00014208681895458566 leaf_weight=58.816284516826272 101.64959997590631 72.370197854936123 18.118754241615534 leaf_count=323 546 1314 92 internal_value=0 -8.12264e-05 8.29001e-05 internal_weight=0 131.186 119.768 internal_count=2275 1637 638 is_linear=0 shrinkage=0.00031408 Tree=1884 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=16.4095 23.0671 12.21 threshold=0.081180000000000016 -0.19998499999999997 0.094520000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017817155790273668 0.00047388217413138928 -0.00012180110083348634 -5.3684727902718423e-05 leaf_weight=85.269466751255095 8.7326565869152528 115.06838050251827 42.602878118865192 leaf_count=413 26 1592 241 internal_value=0 -7.97163e-05 0.000100928 internal_weight=0 123.801 127.872 internal_count=2272 1618 654 is_linear=0 shrinkage=0.000353706 Tree=1885 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=14.532 22.41 12.701 threshold=0.081180000000000016 -0.19998499999999997 0.094520000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016408513044059394 0.00044219693290279734 -0.00011073071665259905 -6.0051279861730231e-05 leaf_weight=84.474410869181156 8.7495961301028711 114.17429851251654 42.059014894999564 leaf_count=413 26 1592 241 internal_value=0 -7.13113e-05 8.95856e-05 internal_weight=0 122.924 126.533 internal_count=2272 1618 654 is_linear=0 shrinkage=0.000333305 Tree=1886 num_leaves=4 num_cat=0 split_feature=160 403 43 split_gain=12.6443 11.5701 0.20943 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.065269999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015077249780952983 -0.00072272726931921346 0.00023216189555366908 -0.0020073483448709208 leaf_weight=4.2308648915495723 29.818836291320622 199.40806945040822 3.5750063303858033 leaf_count=91 532 1590 59 internal_value=0 0.000107896 -0.00174089 internal_weight=0 229.227 7.80587 internal_count=2272 2122 150 is_linear=0 shrinkage=0.00143018 Tree=1887 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=14.7187 21.4509 12.105 threshold=0.081180000000000016 -0.19998499999999997 0.094520000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015939164101064749 0.00041977988114614862 -0.00010856499505603102 -5.4609921476133257e-05 leaf_weight=84.371155662462115 8.8197904378175718 114.51085607265122 42.394176731817424 leaf_count=413 26 1592 241 internal_value=0 -7.07221e-05 8.78256e-05 internal_weight=0 123.331 126.765 internal_count=2272 1618 654 is_linear=0 shrinkage=0.000326769 Tree=1888 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=14.9701 17.8266 threshold=-0.24446999999999999 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046768991015768904 -2.8040831540060024e-05 0.00020917242670883296 leaf_weight=6.646369917318224 196.57773977564648 37.139369743876159 leaf_count=53 1962 252 internal_value=0 9.66811e-06 internal_weight=0 233.717 internal_count=2267 2214 is_linear=0 shrinkage=0.00031408 Tree=1889 num_leaves=4 num_cat=0 split_feature=52 159 12 split_gain=17.3147 16.035 0.0239095 threshold=-0.42890999999999996 -1.0000000180025095e-35 0.085465000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042524768744167039 -0.00026698044173503039 4.662515879842498e-05 -0.00037866305387374016 leaf_weight=3.7214233279228202 21.648528648074716 206.02697936352342 9.4087711349129659 leaf_count=44 363 1684 176 internal_value=0 1.67861e-05 -0.000392465 internal_weight=0 227.676 13.1302 internal_count=2267 2047 220 is_linear=0 shrinkage=0.00034677 Tree=1890 num_leaves=4 num_cat=0 split_feature=52 159 51 split_gain=18.5053 16.9124 4.81689 threshold=-0.24600999999999998 -1.0000000180025095e-35 -0.39981499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9359514912882019e-05 -0.00025687103234209237 5.2955041111739112e-05 -0.00039938063044532752 leaf_weight=6.0907815080136087 21.676564371213317 200.01647925097495 15.474117203149943 leaf_count=52 361 1634 220 internal_value=0 2.26415e-05 -0.000300652 internal_weight=0 221.693 21.5649 internal_count=2267 1995 272 is_linear=0 shrinkage=0.000333305 Tree=1891 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=17.2248 17.479 threshold=-0.27336999999999995 -0.42890999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023690146910389791 -0.0016181581154186236 0.00014388207850137843 leaf_weight=6.1790226679295293 12.158894563559441 211.50410469481722 leaf_count=51 213 2003 internal_value=0 4.79631e-05 internal_weight=0 223.663 internal_count=2267 2216 is_linear=0 shrinkage=0.00143018 Tree=1892 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=12.698 16.4434 13.3427 threshold=-0.020899999999999998 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084858990302004867 -0.00050259422548771528 0.00016063654700400454 0.0012851540454245573 leaf_weight=55.120370174292475 14.222752146422861 129.6740148011595 33.648939734324813 leaf_count=1117 99 887 162 internal_value=0 -0.000140452 0.000754023 internal_weight=0 184.794 47.8717 internal_count=2265 2004 261 is_linear=0 shrinkage=0.00154807 Tree=1893 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=14.2754 23.3952 14.1693 threshold=-0.020899999999999998 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021995221817861258 -0.00011422794391573064 4.7702258101907507e-05 0.00030326492330114618 leaf_weight=61.268572495784611 15.01103627681732 138.70090342871845 35.768712786957622 leaf_count=1117 99 887 162 internal_value=0 -3.43175e-05 0.000179853 internal_weight=0 199.969 50.7797 internal_count=2265 2004 261 is_linear=0 shrinkage=0.00036078 Tree=1894 num_leaves=4 num_cat=0 split_feature=42 474 484 split_gain=11.9629 12.3276 12.0393 threshold=-1.0000000180025095e-35 0.082665000000000002 -0.0048499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0009859955968654654 -0.00094140172508830734 0.0015866937510243978 0.00033131920188492398 leaf_weight=37.255829575005919 19.005592982750386 4.8309494378045192 171.08454465214163 leaf_count=595 314 33 1323 internal_value=0 -0.000690103 0.000203988 internal_weight=0 42.0868 190.09 internal_count=2265 628 1637 is_linear=0 shrinkage=0.00151772 Tree=1895 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=12.2384 15.8006 12.8575 threshold=-0.020899999999999998 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067337253867794295 -0.00039452472309301281 0.00012492442410929968 0.0010186566726172403 leaf_weight=54.616245480719954 14.223108120262621 129.60328926425427 33.368897524662316 leaf_count=1117 99 887 162 internal_value=0 -0.000111795 0.000596331 internal_weight=0 184.22 47.592 internal_count=2265 2004 261 is_linear=0 shrinkage=0.00124506 Tree=1896 num_leaves=4 num_cat=0 split_feature=484 1213 2 split_gain=12.3715 12.1973 5.58546 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014905428608213036 -0.0010274770760149235 0.00022876035990880257 0.00011758896544125296 leaf_weight=13.066616612020882 15.130282573867587 191.33602491114289 5.5984086240641764 leaf_count=314 328 1533 39 internal_value=0 0.000136614 -0.00100857 internal_weight=0 206.466 18.665 internal_count=2214 1861 353 is_linear=0 shrinkage=0.00134769 Tree=1897 num_leaves=4 num_cat=0 split_feature=484 1213 1 split_gain=12.8655 13.6833 5.23055 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.11000000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000402642183417855 -0.00027408825708461181 5.747141169660446e-05 -3.8934290874403133e-05 leaf_weight=11.976704496424647 16.144600331317633 202.28418253851123 7.8841983266174784 leaf_count=310 328 1533 43 internal_value=0 3.29432e-05 -0.000258437 internal_weight=0 218.429 19.8609 internal_count=2214 1861 353 is_linear=0 shrinkage=0.00034677 Tree=1898 num_leaves=4 num_cat=0 split_feature=1456 128 15 split_gain=11.9767 11.8895 1.13274 threshold=1.0000000180025095e-35 0.086435000000000012 -0.13662499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018717086424317292 -0.0025340394656902625 -0.0016650584725003941 -0.0013309694211742923 leaf_weight=207.93920990545303 2.6103791929781437 8.2824766135308874 6.115742499008773 leaf_count=1873 23 145 173 internal_value=0 0.00011608 -0.00169561 internal_weight=0 216.222 8.72612 internal_count=2214 2018 196 is_linear=0 shrinkage=0.00151772 Tree=1899 num_leaves=4 num_cat=0 split_feature=484 1213 2 split_gain=11.7297 13.1914 6.0587 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037834778214523835 -0.00027109768687280818 5.627789708708626e-05 4.4229093636584238e-05 leaf_weight=13.419552495703103 15.962173026055096 200.3720890765544 5.8532381840050212 leaf_count=314 328 1533 39 internal_value=0 3.21008e-05 -0.000250092 internal_weight=0 216.334 19.2728 internal_count=2214 1861 353 is_linear=0 shrinkage=0.00034677 Tree=1900 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=14.7264 15.5859 1.3468 threshold=-0.40083999999999992 0.099515000000000006 -0.072649999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064235962323645843 -0.00028559214967885762 0.00037999223253422978 -0.0014070970912189421 leaf_weight=4.4139518043957677 128.58524669730105 77.662062468938529 11.705995885655282 leaf_count=77 1484 506 166 internal_value=0 -3.49555e-05 -0.0011987 internal_weight=0 206.247 16.1199 internal_count=2233 1990 243 is_linear=0 shrinkage=0.00117324 Tree=1901 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=16.0812 18.6741 1.32632 threshold=-0.40083999999999992 0.099515000000000006 -0.075154999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019700609148812196 -8.7837073070775172e-05 0.00012641691300914625 -0.00042378690563708241 leaf_weight=4.4257610947825041 133.28977335919626 82.303547979332507 12.434199797920881 leaf_count=73 1484 506 170 internal_value=0 -6.04087e-06 -0.000364547 internal_weight=0 215.593 16.86 internal_count=2233 1990 243 is_linear=0 shrinkage=0.000353706 Tree=1902 num_leaves=4 num_cat=0 split_feature=52 39 13 split_gain=14.3592 11.2569 1.34838 threshold=-0.40083999999999992 0.0095750000000000019 -0.072649999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090511119547602447 -0.00022748818494958841 0.00080893143590664469 -0.002003311751128215 leaf_weight=4.3843965553678563 170.37138496595435 35.549572085030377 11.491995708085595 leaf_count=77 1744 246 166 internal_value=0 -4.85054e-05 -0.00170149 internal_weight=0 205.921 15.8764 internal_count=2233 1990 243 is_linear=0 shrinkage=0.00167568 Tree=1903 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=13.9784 14.9389 1.36037 threshold=-0.40083999999999992 1.0000000180025095e-35 -0.073839999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0007399859694310609 -0.00057934578685274636 0.0002248911748474477 -0.001670329073812702 leaf_weight=4.3135556876659384 67.654848996084183 137.99147830996662 11.309582780115305 leaf_count=76 1033 957 167 internal_value=0 -3.97211e-05 -0.00141468 internal_weight=0 205.646 15.6231 internal_count=2233 1990 243 is_linear=0 shrinkage=0.00140214 Tree=1904 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=12.0715 11.653 threshold=-1.0000000180025095e-35 0.26753000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018462394505480452 0.00018093117607160847 -0.00093889535627281185 leaf_weight=7.5737372441217294 194.35323183215223 22.990406144876033 leaf_count=60 1952 261 internal_value=0 6.24049e-05 internal_weight=0 217.344 internal_count=2273 2213 is_linear=0 shrinkage=0.00148796 Tree=1905 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=11.4279 12.7313 5.95334 threshold=-0.24600999999999998 0.10098000000000001 -0.074014999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.893986976983998e-05 -4.1358849443929881e-05 0.00014043010474629764 -0.00036970991832724614 leaf_weight=6.6179803535342243 137.69310055719689 78.840680465102196 15.481846827082334 leaf_count=87 1518 480 188 internal_value=0 2.48377e-05 -0.000247408 internal_weight=0 216.534 22.0998 internal_count=2273 1998 275 is_linear=0 shrinkage=0.00036078 Tree=1906 num_leaves=3 num_cat=0 split_feature=454 52 split_gain=10.9338 11.2883 threshold=-1.0000000180025095e-35 -0.24182499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035208773123243328 -0.00020047869071588564 3.1536417882737966e-05 leaf_weight=7.8465735968202344 21.050936702173203 205.50270049646497 leaf_count=60 268 1945 internal_value=0 9.96293e-06 internal_weight=0 226.554 internal_count=2273 2213 is_linear=0 shrinkage=0.000301884 Tree=1907 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=11.4862 11.2018 threshold=-1.0000000180025095e-35 0.26753000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017633844334150196 0.00017300670905963554 -0.00090536245795996384 leaf_weight=7.5941001651808611 194.73489385587163 22.891533713322133 leaf_count=60 1952 261 internal_value=0 5.95065e-05 internal_weight=0 217.626 internal_count=2273 2213 is_linear=0 shrinkage=0.00145878 Tree=1908 num_leaves=3 num_cat=0 split_feature=151 1447 split_gain=12.9823 12.4854 threshold=-0.28286499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017226858903164955 -0.0013279985270871848 0.00021262837893156131 leaf_weight=7.2612651232630006 10.398004874587057 217.09792293608189 leaf_count=52 220 2027 internal_value=0 0.000142106 internal_weight=0 227.496 internal_count=2299 2247 is_linear=0 shrinkage=0.00137464 Tree=1909 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=12.9682 27.9284 14.1667 threshold=-0.059315 0.15100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8350844971568211e-05 0.0002426780667381336 0.0006714385712938177 -7.964906775321246e-06 leaf_weight=121.77717574033886 53.811191476881504 6.4409998655319205 64.546633811667562 leaf_count=1633 364 14 288 internal_value=0 -5.95865e-05 0.00010601 internal_weight=0 128.218 118.358 internal_count=2299 1647 652 is_linear=0 shrinkage=0.00036078 Tree=1910 num_leaves=3 num_cat=0 split_feature=151 1447 split_gain=12.3736 12.0389 threshold=-0.28286499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017477106396566375 -0.0013649928871872659 0.00021600269610012963 leaf_weight=7.2774271136149755 10.300469299312679 217.30162045918405 leaf_count=52 220 2027 internal_value=0 0.000144344 internal_weight=0 227.602 internal_count=2299 2247 is_linear=0 shrinkage=0.00143018 Tree=1911 num_leaves=3 num_cat=0 split_feature=151 1213 split_gain=11.8111 11.7258 threshold=-0.28286499999999998 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017060915370116021 -0.0015407064142173106 0.00020381948731860251 leaf_weight=7.2880908744409671 8.1554666883312148 219.34786472702399 leaf_count=52 226 2021 internal_value=0 0.000141158 internal_weight=0 227.503 internal_count=2299 2247 is_linear=0 shrinkage=0.00143018 Tree=1912 num_leaves=4 num_cat=0 split_feature=42 124 484 split_gain=12.9152 14.2418 10.3008 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.085515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010085429920219653 0.0012319853456296947 1.5165451876341387e-05 0.001040059266381863 leaf_weight=33.474664632230997 20.305288776755333 171.93010954000056 5.3676582379266611 leaf_count=595 158 1504 36 internal_value=0 0.000143804 -0.000725073 internal_weight=0 192.235 38.8423 internal_count=2293 1662 631 is_linear=0 shrinkage=0.00137464 Tree=1913 num_leaves=4 num_cat=0 split_feature=42 124 0 split_gain=12.4129 13.8699 10.2693 threshold=-1.0000000180025095e-35 -0.027784999999999997 -0.0092399999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012058846698319568 0.0014065437799769664 1.7029343495033164e-05 0.00089459552790833151 leaf_weight=31.501794883981347 19.97535733319819 171.93316612229683 7.0983634963631621 leaf_count=601 158 1504 30 internal_value=0 0.000161787 -0.000819366 internal_weight=0 191.909 38.6002 internal_count=2293 1662 631 is_linear=0 shrinkage=0.00157903 Tree=1914 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=13.9656 16.0629 5.4947 threshold=1.0000000180025095e-35 -0.094869999999999996 0.084880000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016721472837084758 8.6418583618040165e-05 -8.6940707694583481e-05 0.00040056641613007402 leaf_weight=44.065279825590551 16.871739611029628 170.68089250219055 14.66399802546948 leaf_count=263 105 1818 107 internal_value=0 -3.47785e-05 0.00023265 internal_weight=0 214.746 31.5357 internal_count=2293 2081 212 is_linear=0 shrinkage=0.000375355 Tree=1915 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=13.7643 16.5546 5.60212 threshold=1.0000000180025095e-35 -0.094869999999999996 0.084880000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014465350350063679 7.0753904967848236e-05 -7.5257808127455526e-05 0.00034152322337244195 leaf_weight=44.244940290227532 16.872088044881824 170.28467816160992 14.654460174031554 leaf_count=263 105 1818 107 internal_value=0 -2.98941e-05 0.000196746 internal_weight=0 214.53 31.5265 internal_count=2293 2081 212 is_linear=0 shrinkage=0.000320362 Tree=1916 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=16.5908 13.2594 9.04284 threshold=0.084225000000000008 0.092660000000000006 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0845483376959626e-05 -0.00012513574868852664 0.00027535950835369386 0.00030373831990893703 leaf_weight=110.15757094370201 101.28979211067781 10.081102604512123 18.303536519873887 leaf_count=667 1355 154 97 internal_value=0 -8.88426e-05 8.69182e-05 internal_weight=0 111.371 128.461 internal_count=2273 1509 764 is_linear=0 shrinkage=0.000333305 Tree=1917 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=13.4425 14.961 9.10279 threshold=0.084225000000000008 0.092660000000000006 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018524457892532697 -0.00050811506914993194 0.0013393731384996714 0.0012755212225543386 leaf_weight=105.3593137236312 95.677845931146294 9.451927039306609 17.547820709645748 leaf_count=667 1355 154 97 internal_value=0 -0.000341799 0.000341081 internal_weight=0 105.13 122.907 internal_count=2273 1509 764 is_linear=0 shrinkage=0.00140214 Tree=1918 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=12.8654 14.1962 8.76777 threshold=0.084225000000000008 0.092660000000000006 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016743028784834869 -0.00046023589512212738 0.0011909736260963888 0.0011583257247698459 leaf_weight=105.27797559835017 95.401811977382749 9.5989484121091646 17.452713171485811 leaf_count=667 1355 154 97 internal_value=0 -0.000309097 0.000308497 internal_weight=0 105.001 122.731 internal_count=2273 1509 764 is_linear=0 shrinkage=0.00129536 Tree=1919 num_leaves=4 num_cat=0 split_feature=12 403 1429 split_gain=12.3127 13.4759 7.15119 threshold=0.084225000000000008 0.092660000000000006 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022603957247687269 -0.00051828748260041653 0.0013175535729995486 0.0014158488640850615 leaf_weight=110.12708429526538 95.13309112098068 9.7423851797357184 12.431083163246511 leaf_count=716 1355 154 48 internal_value=0 -0.000347539 0.000346924 internal_weight=0 104.875 122.558 internal_count=2273 1509 764 is_linear=0 shrinkage=0.00148796 Tree=1920 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=14.8219 15.1477 3.97444 threshold=-0.30301999999999996 0.10384000000000002 0.089830000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042546944829565162 -5.3202211731588686e-05 0.00013663239422490752 -5.3267641064777512e-05 leaf_weight=12.131334870588036 150.41514063766226 71.736920817755163 4.568737491965293 leaf_count=203 1586 456 38 internal_value=0 8.10529e-06 -0.000323821 internal_weight=0 222.152 16.7001 internal_count=2283 2042 241 is_linear=0 shrinkage=0.000339971 Tree=1921 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=14.6018 16.3876 3.98596 threshold=-0.30301999999999996 0.10384000000000002 0.089830000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004166558739048571 -5.5415344833844995e-05 0.00013679153582167887 -5.1363913120928048e-05 leaf_weight=12.085515268146994 152.44831626676023 72.793240331113338 4.5799158271402112 leaf_count=203 1586 456 38 internal_value=0 6.70812e-06 -0.000316442 internal_weight=0 225.242 16.6654 internal_count=2283 2042 241 is_linear=0 shrinkage=0.000333305 Tree=1922 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=15.0095 15.2268 3.16393 threshold=-0.30301999999999996 0.10384000000000002 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047186393195833705 -5.7528271457040374e-05 0.00014833249023771337 -0.00013775995647626361 leaf_weight=10.743051218334587 151.36366525595076 71.684676496312022 5.9986271802335969 leaf_count=164 1586 456 77 internal_value=0 8.63958e-06 -0.000352446 internal_weight=0 223.048 16.7417 internal_count=2283 2042 241 is_linear=0 shrinkage=0.000367995 Tree=1923 num_leaves=4 num_cat=0 split_feature=52 160 48 split_gain=13.8203 13.5778 3.97078 threshold=-0.30301999999999996 -0.40446999999999994 0.089830000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001764217837870003 -0.0016843746987514911 0.00010561427180243517 -0.00020004695443423109 leaf_weight=11.369575434830038 8.6673796251416189 203.68453701771796 4.4399537248536936 leaf_count=203 172 1870 38 internal_value=0 3.2409e-05 -0.00132571 internal_weight=0 212.352 15.8095 internal_count=2283 2042 241 is_linear=0 shrinkage=0.00140214 Tree=1924 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=14.4675 14.725 threshold=0.076175000000000007 -0.10899499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00087003415740811052 -0.0018470792816702565 -0.00011418975828539571 leaf_weight=32.337268167175353 7.6978093059733501 188.14487619535066 leaf_count=185 77 2054 internal_value=0 3.02254e-05 internal_weight=0 220.482 internal_count=2316 2239 is_linear=0 shrinkage=0.00134769 Tree=1925 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=14.0153 14.1476 threshold=0.076175000000000007 -0.10899499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00079029685097589382 -0.0016906131596414217 -0.00010314862117489246 leaf_weight=32.153601283207536 7.5968170017004004 188.10730617889203 leaf_count=185 77 2054 internal_value=0 2.73334e-05 internal_weight=0 220.261 internal_count=2316 2239 is_linear=0 shrinkage=0.00124506 Tree=1926 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=13.5756 13.6162 threshold=0.076175000000000007 -0.24689499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014721909720399476 -0.0021240109859978823 -7.3325186479288534e-05 leaf_weight=15.253974015824495 7.4979896284639826 204.79070894466713 leaf_count=112 77 2127 internal_value=0 3.39318e-05 internal_weight=0 220.045 internal_count=2316 2239 is_linear=0 shrinkage=0.00157903 Tree=1927 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=13.1482 13.2644 threshold=0.076175000000000007 -0.10899499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0008669200479956105 -0.0018681587202723656 -0.00011213131743495704 leaf_weight=31.787389680743217 7.4013357032090417 188.05028839060105 leaf_count=185 77 2054 internal_value=0 2.94974e-05 internal_weight=0 219.838 internal_count=2316 2239 is_linear=0 shrinkage=0.00140214 Tree=1928 num_leaves=3 num_cat=0 split_feature=376 3 split_gain=11.982 13.7672 threshold=0.048375000000000008 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012398515165644935 0.00023805015083645518 -5.5967273710531807e-05 leaf_weight=57.502518696710467 21.633550484664738 154.78481454728171 leaf_count=315 121 1801 internal_value=0 -7.21658e-06 internal_weight=0 212.287 internal_count=2237 2116 is_linear=0 shrinkage=0.00031408 Tree=1929 num_leaves=4 num_cat=0 split_feature=128 3 15 split_gain=10.2871 10.2532 0.501358 threshold=0.086435000000000012 -0.10106999999999998 -0.027409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070598700516668255 -0.0012367126645743886 -4.6386365008228476e-05 -0.0020086739027629463 leaf_weight=53.425442669540644 4.1789796659722924 160.63170694699511 3.6025539292022577 leaf_count=295 61 1796 85 internal_value=0 0.000141441 -0.00159814 internal_weight=0 214.057 7.78153 internal_count=2237 2091 146 is_linear=0 shrinkage=0.00148796 Tree=1930 num_leaves=3 num_cat=0 split_feature=376 3 split_gain=10.0907 13.0602 threshold=0.048375000000000008 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00059479791029696128 0.00108082017398385 -0.00025463641976080118 leaf_weight=55.169938934966922 20.192638187669218 146.31075705820695 leaf_count=315 121 1801 internal_value=0 -2.20079e-05 internal_weight=0 201.481 internal_count=2237 2116 is_linear=0 shrinkage=0.00148796 Tree=1931 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=12.3427 14.0422 7.02869 threshold=0.27190000000000009 -0.099594999999999975 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044608295451971217 0.00030623316207961318 -3.9255199132487026e-05 -3.8825013445436586e-05 leaf_weight=8.0778921619057638 26.706430985592306 186.13718018867075 10.778777197003363 leaf_count=27 178 1947 85 internal_value=0 -1.90269e-05 0.000207043 internal_weight=0 194.215 37.4852 internal_count=2237 1974 263 is_linear=0 shrinkage=0.00036078 Tree=1932 num_leaves=4 num_cat=0 split_feature=1456 157 13 split_gain=11.5646 10.8545 1.27144 threshold=0.075120000000000006 -0.084489999999999996 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010407890752715211 -0.00084672007692609508 0.00016749537370935386 -0.0018691039447957859 leaf_weight=14.436709924135355 3.8082171017304063 205.02614813204855 5.4263708684593421 leaf_count=165 134 1907 46 internal_value=0 8.79284e-05 -0.0014501 internal_weight=0 219.463 9.23459 internal_count=2252 2072 180 is_linear=0 shrinkage=0.00134769 Tree=1933 num_leaves=4 num_cat=0 split_feature=123 480 1 split_gain=12.9159 14.4011 3.36509 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.093595000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9823418329045091e-06 4.8194400711419185e-05 -0.00039911426318233991 0.00027991049891143915 leaf_weight=203.60702572553419 9.1368405744433421 9.4552691276185197 19.16124798823148 leaf_count=1876 29 181 166 internal_value=0 -2.05961e-05 0.000205177 internal_weight=0 213.062 28.2981 internal_count=2252 2057 195 is_linear=0 shrinkage=0.00031408 Tree=1934 num_leaves=4 num_cat=0 split_feature=1456 157 13 split_gain=11.164 10.4262 1.24693 threshold=0.075120000000000006 -0.084489999999999996 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010228542970946036 -0.00083378282330830807 0.00016369686320521042 -0.0018504026723353735 leaf_weight=14.37456799042411 3.7875880403444171 205.23371983203106 5.3597914511337859 leaf_count=165 134 1907 46 internal_value=0 8.59484e-05 -0.00143207 internal_weight=0 219.608 9.14738 internal_count=2252 2072 180 is_linear=0 shrinkage=0.00134769 Tree=1935 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=10.822 11.8171 threshold=0.089025000000000007 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.8545139864643865e-06 0.0012371722295673076 -0.0019910415171486276 leaf_weight=205.69008683366701 15.839101459830998 7.0561050390824667 leaf_count=2094 87 71 internal_value=0 -6.24825e-05 internal_weight=0 212.746 internal_count=2252 2165 is_linear=0 shrinkage=0.00151772 Tree=1936 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=12.5622 12.1283 0.051749 threshold=-1.0000000180025095e-35 -0.39935999999999994 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016364545568331933 -0.0015925850425263469 0.00014960610569975414 -0.0013817233757969782 leaf_weight=2.8982525411993247 6.6222269306890658 217.44305283622816 5.6164755849167705 leaf_count=32 118 1953 174 internal_value=0 9.79845e-05 -0.0014719 internal_weight=0 224.065 8.51473 internal_count=2277 2071 206 is_linear=0 shrinkage=0.00126996 Tree=1937 num_leaves=4 num_cat=0 split_feature=1456 1212 12 split_gain=13.013 12.4785 0.0491486 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042677596203798888 -0.0003711982713839387 3.8734318405026146e-05 -0.00036242319408072231 leaf_weight=2.9747823216021043 8.5397592238150519 228.16734231123701 5.9965877337381244 leaf_count=32 162 1909 174 internal_value=0 2.39163e-05 -0.000384623 internal_weight=0 236.707 8.97137 internal_count=2277 2071 206 is_linear=0 shrinkage=0.000333305 Tree=1938 num_leaves=4 num_cat=0 split_feature=1456 1212 12 split_gain=13.1312 12.5754 0.0484778 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048059153192619021 -0.00041817765789764374 4.3102585190770165e-05 -0.00040874453580094577 leaf_weight=2.995852383784948 8.6216824161820096 229.14825256261975 6.0707445628941059 leaf_count=32 162 1909 174 internal_value=0 2.63441e-05 -0.000433445 internal_weight=0 237.77 9.0666 internal_count=2277 2071 206 is_linear=0 shrinkage=0.000375355 Tree=1939 num_leaves=4 num_cat=0 split_feature=1456 1212 12 split_gain=13.1223 12.7673 0.0428745 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039211864440263954 -0.00034296407773798263 3.6246893635804629e-05 -0.00033535247934229722 leaf_weight=2.96323648188263 8.7191963321529311 229.82150049135089 6.1026293684262782 leaf_count=32 162 1909 174 internal_value=0 2.23595e-05 -0.000354692 internal_weight=0 238.541 9.06587 internal_count=2277 2071 206 is_linear=0 shrinkage=0.000307922 Tree=1940 num_leaves=3 num_cat=0 split_feature=155 3 split_gain=10.5608 11.1133 threshold=0.090695000000000012 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068437097784380518 -0.0017648229038838667 -0.00011126192639000941 leaf_weight=53.992312774993479 7.3031415161676696 160.91210257750936 leaf_count=277 127 1859 internal_value=0 8.86749e-05 internal_weight=0 214.904 internal_count=2263 2136 is_linear=0 shrinkage=0.00151772 Tree=1941 num_leaves=3 num_cat=0 split_feature=155 43 split_gain=10.2771 10.9509 threshold=0.090695000000000012 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018522062281908612 -0.0020198238353673638 -0.00171008204836254 leaf_weight=205.12326030316763 7.167110178153961 9.6849450524896366 leaf_count=1988 127 148 internal_value=0 9.96237e-05 internal_weight=0 214.808 internal_count=2263 2136 is_linear=0 shrinkage=0.00174338 Tree=1942 num_leaves=3 num_cat=0 split_feature=155 1 split_gain=10.6243 13.0366 threshold=0.090695000000000012 0.094405000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.7911778198362896e-05 -0.00035235169141826188 0.00010106117325134278 leaf_weight=129.50119424937293 7.6494936086237422 97.700135675258934 leaf_count=1521 127 615 internal_value=0 1.6152e-05 internal_weight=0 227.201 internal_count=2263 2136 is_linear=0 shrinkage=0.000307922 Tree=1943 num_leaves=3 num_cat=0 split_feature=155 3 split_gain=10.0069 10.6319 threshold=0.090695000000000012 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062932078932692549 -0.0016503925029531985 -0.00010428893817687522 leaf_weight=53.923112002201378 7.0430083344690493 161.02569348877296 leaf_count=277 127 1859 internal_value=0 7.97875e-05 internal_weight=0 214.949 internal_count=2263 2136 is_linear=0 shrinkage=0.00143018 Tree=1944 num_leaves=3 num_cat=0 split_feature=3 15 split_gain=16.1805 14.6025 threshold=0.18307500000000002 -0.30139999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025341216101904495 0.0003773199760206922 -7.3179840205231573e-05 leaf_weight=18.73323087207973 11.965030916035174 197.73679243167862 leaf_count=133 110 2038 internal_value=0 -4.48968e-05 internal_weight=0 216.47 internal_count=2281 2171 is_linear=0 shrinkage=0.000353706 Tree=1945 num_leaves=4 num_cat=0 split_feature=15 3 14 split_gain=16.1791 14.5158 1.84058 threshold=-0.24297999999999997 0.18307500000000002 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014601104577032574 -6.8702022176865074e-05 0.00034606905039405092 0.00032984547327911089 leaf_weight=11.86538419313729 199.72521036304533 9.4163968153297883 11.490734299644826 leaf_count=80 2028 65 108 internal_value=0 -4.99975e-05 0.000236649 internal_weight=0 209.142 23.3561 internal_count=2281 2093 188 is_linear=0 shrinkage=0.000326769 Tree=1946 num_leaves=3 num_cat=0 split_feature=3 15 split_gain=13.7461 12.9983 threshold=0.18307500000000002 -0.30139999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0009787546965528476 0.001472020485266971 -0.00027644206711998785 leaf_weight=17.716524514369667 10.523527908138929 189.79707838525064 leaf_count=133 110 2038 internal_value=0 -0.000169199 internal_weight=0 207.514 internal_count=2281 2171 is_linear=0 shrinkage=0.00140214 Tree=1947 num_leaves=4 num_cat=0 split_feature=15 3 14 split_gain=15.6904 13.9278 1.75887 threshold=-0.24297999999999997 0.18307500000000002 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015017945278343991 -6.8549728633694935e-05 0.00035149360256056669 0.00033554908476344109 leaf_weight=11.659352878108622 196.99429981131107 9.1592741049826127 11.18706616014242 leaf_count=80 2028 65 108 internal_value=0 -4.98566e-05 0.000241153 internal_weight=0 206.154 22.8464 internal_count=2281 2093 188 is_linear=0 shrinkage=0.000333305 Tree=1948 num_leaves=3 num_cat=0 split_feature=457 454 split_gain=10.6487 11.6214 threshold=0.088350000000000026 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019005736897431662 0.00087976761367801188 -4.6185358495568618e-05 leaf_weight=6.5796900959685436 23.020819530822337 198.18425339646637 leaf_count=53 118 2103 internal_value=0 -0.000105944 internal_weight=0 204.764 internal_count=2274 2156 is_linear=0 shrinkage=0.00137464 Tree=1949 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=11.2413 15.222 8.80375 threshold=-0.0013399999999999998 -0.10071499999999999 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6034507274265343e-05 -7.3521559518342048e-05 -0.00012720512446363105 0.00029960250508493302 leaf_weight=90.317462398670614 12.635578248649834 111.48514823615551 26.510274126194417 leaf_count=455 92 1598 129 internal_value=0 -3.62459e-05 0.000179188 internal_weight=0 201.803 39.1459 internal_count=2274 2053 221 is_linear=0 shrinkage=0.000367995 Tree=1950 num_leaves=4 num_cat=0 split_feature=123 457 2 split_gain=11.2543 12.1375 5.5466 threshold=1.0000000180025095e-35 0.088585000000000011 0.093705000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.651232732585112e-05 -9.731197395488517e-07 0.00020683350088759775 0.00030842296962951658 leaf_weight=189.19109855825081 10.456641847267749 22.630871001631021 18.606565238907933 leaf_count=1975 82 105 112 internal_value=0 -2.83606e-05 0.000197178 internal_weight=0 211.822 29.0632 internal_count=2274 2080 194 is_linear=0 shrinkage=0.000339971 Tree=1951 num_leaves=4 num_cat=0 split_feature=123 457 2 split_gain=10.6756 11.9214 5.57937 threshold=1.0000000180025095e-35 0.088585000000000011 0.093705000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1338710222935138e-05 -7.8145230453515508e-06 0.00022204707488589939 0.00033071672428256231 leaf_weight=188.14057880174369 10.312255205586554 22.488556465134025 18.255554037168622 leaf_count=1975 82 105 112 internal_value=0 -3.10647e-05 0.000208592 internal_weight=0 210.629 28.5678 internal_count=2274 2080 194 is_linear=0 shrinkage=0.000367995 Tree=1952 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=12.6293 16.7829 7.92071 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.091869999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023904998659818663 7.6912201018258183e-06 0.00035589081982722952 -0.00039851386208203436 leaf_weight=3.0851827785372761 197.89108348335139 19.8032316416502 13.956100558862088 leaf_count=23 1736 155 341 internal_value=0 3.93947e-05 -0.00028295 internal_weight=0 217.694 17.0413 internal_count=2255 1891 364 is_linear=0 shrinkage=0.00036078 Tree=1953 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=11.3132 15.588 threshold=-0.080769999999999995 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017229399706799821 4.5398237413374407e-06 0.0014684589003256183 leaf_weight=8.4218854445498419 195.07170283095911 19.975708129815757 leaf_count=241 1834 180 internal_value=0 0.000140641 internal_weight=0 215.047 internal_count=2255 2014 is_linear=0 shrinkage=0.00157903 Tree=1954 num_leaves=4 num_cat=0 split_feature=123 1456 1 split_gain=13.0727 12.2734 4.11991 threshold=1.0000000180025095e-35 0.075120000000000006 0.098950000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.543636459095883e-06 8.1692874323698554e-05 -0.00044157986093503463 0.00035006260617753877 leaf_weight=200.79900261829607 12.14835347980261 7.9036970273591569 15.882968310266731 leaf_count=1899 48 171 137 internal_value=0 -1.82469e-05 0.00023389 internal_weight=0 208.703 28.0313 internal_count=2255 2070 185 is_linear=0 shrinkage=0.00034677 Tree=1955 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=11.034 14.8047 threshold=-0.080769999999999995 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016533070458409295 4.204583302700338e-06 0.0013727029006333164 leaf_weight=8.2635320690460485 195.27809987054206 20.062696866691113 leaf_count=241 1834 180 internal_value=0 0.000131814 internal_weight=0 215.341 internal_count=2255 2014 is_linear=0 shrinkage=0.00151772 Tree=1956 num_leaves=4 num_cat=0 split_feature=1 50 150 split_gain=12.9387 12.6513 7.54308 threshold=0.10098000000000001 0.088425000000000017 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5927031090447025e-05 0.00032885385960517203 -0.001849892609601948 0.0014793673239754277 leaf_weight=131.72843688656576 63.595641799271107 12.02849552198313 21.369089726358652 leaf_count=1355 426 310 146 internal_value=0 -0.000206258 0.000618482 internal_weight=0 143.757 84.9647 internal_count=2237 1665 572 is_linear=0 shrinkage=0.00167568 Tree=1957 num_leaves=4 num_cat=0 split_feature=1 50 150 split_gain=12.4224 12.3844 7.39753 threshold=0.10098000000000001 0.088425000000000017 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9528171911689695e-05 0.00029159338135460272 -0.0016723743289787625 0.0013294001268092928 leaf_weight=131.70390153629705 63.505286205559969 11.783512436551971 21.058592609129846 leaf_count=1355 426 310 146 internal_value=0 -0.000183005 0.000550276 internal_weight=0 143.487 84.5639 internal_count=2237 1665 572 is_linear=0 shrinkage=0.00151772 Tree=1958 num_leaves=4 num_cat=0 split_feature=1 50 150 split_gain=11.9258 12.1228 7.25259 threshold=0.10098000000000001 0.088425000000000017 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1390462581155442e-05 0.00030292808063015685 -0.0017714735750773494 0.0013995748650071501 leaf_weight=131.67992111644708 63.417113307863474 11.543181604240088 20.754531578160822 leaf_count=1355 426 310 146 internal_value=0 -0.00019024 0.000573589 internal_weight=0 143.223 84.1716 internal_count=2237 1665 572 is_linear=0 shrinkage=0.00161061 Tree=1959 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=15.8874 12.2074 7.78963 threshold=0.10098000000000001 0.088425000000000017 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4880463082930901e-05 0.00020939222703873333 -0.00040504906167881537 -2.934225547776379e-05 leaf_weight=138.01475515123457 63.188360217027366 12.452968977624549 26.166242245584726 leaf_count=1355 427 310 145 internal_value=0 -5.63913e-05 0.000139491 internal_weight=0 150.468 89.3546 internal_count=2237 1665 572 is_linear=0 shrinkage=0.000367995 Tree=1960 num_leaves=4 num_cat=0 split_feature=123 47 4 split_gain=14.2913 12.1794 4.45554 threshold=1.0000000180025095e-35 0.10904500000000002 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1985764519718901e-05 0.00039060467356893946 -0.00033717543655545557 9.8081425861503476e-05 leaf_weight=196.89215900725685 13.256401782855393 16.207708855159581 13.881280500441788 leaf_count=1990 79 115 112 internal_value=0 -3.67467e-05 0.000241149 internal_weight=0 213.1 27.1377 internal_count=2296 2105 191 is_linear=0 shrinkage=0.00036078 Tree=1961 num_leaves=4 num_cat=0 split_feature=123 1456 4 split_gain=14.2067 11.5666 4.4666 threshold=1.0000000180025095e-35 0.075120000000000006 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0978033694532944e-05 0.00038947270526316007 -0.00046122824139976156 9.6963419040819567e-05 leaf_weight=206.38177777756937 13.206078473478557 8.0524542299099249 14.009979291819034 leaf_count=1926 79 179 112 internal_value=0 -3.75499e-05 0.000239072 internal_weight=0 214.434 27.2161 internal_count=2296 2105 191 is_linear=0 shrinkage=0.00036078 Tree=1962 num_leaves=4 num_cat=0 split_feature=123 47 4 split_gain=13.8197 12.3244 4.67708 threshold=1.0000000180025095e-35 0.10904500000000002 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0243479237099425e-05 0.00034050220722408388 -0.00029415229436282676 7.9024593869946581e-05 leaf_weight=198.21263764519244 13.149277610704305 16.306365750730038 13.872209785506127 leaf_count=1990 79 115 112 internal_value=0 -3.18487e-05 0.000206416 internal_weight=0 214.519 27.0215 internal_count=2296 2105 191 is_linear=0 shrinkage=0.00031408 Tree=1963 num_leaves=4 num_cat=0 split_feature=123 47 4 split_gain=14.3925 11.4511 4.49932 threshold=1.0000000180025095e-35 0.10904500000000002 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1226579070759892e-05 0.00035324936809839213 -0.00029542987923805757 8.9243520615712039e-05 leaf_weight=200.33516308083199 13.420243659988047 16.356585776433349 14.186300173401831 leaf_count=1990 79 115 112 internal_value=0 -3.27033e-05 0.000217739 internal_weight=0 216.692 27.6065 internal_count=2296 2105 191 is_linear=0 shrinkage=0.000326769 Tree=1964 num_leaves=4 num_cat=0 split_feature=42 48 1 split_gain=11.7161 13.7782 9.68008 threshold=-1.0000000180025095e-35 0.11951500000000001 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013661162913514548 0.00032045741035158237 -0.0014648160077728096 0.00067704904823812746 leaf_weight=30.744793979916722 170.8035780035425 14.840167153626679 9.6142106410115939 leaf_count=573 1555 87 49 internal_value=0 0.000177609 -0.000879309 internal_weight=0 185.644 40.359 internal_count=2264 1642 622 is_linear=0 shrinkage=0.00177825 Tree=1965 num_leaves=4 num_cat=0 split_feature=42 48 1 split_gain=11.2703 13.1223 9.34319 threshold=-1.0000000180025095e-35 0.11951500000000001 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014303643983776442 0.00033242837866823919 -0.001512517655495881 0.00070444113703438166 leaf_weight=30.465639841975644 170.81216216017492 14.909474584273992 9.586703183129428 leaf_count=573 1555 87 49 internal_value=0 0.000184178 -0.000919297 internal_weight=0 185.722 40.0523 internal_count=2264 1642 622 is_linear=0 shrinkage=0.00188709 Tree=1966 num_leaves=3 num_cat=0 split_feature=133 1456 split_gain=10.8194 11.3964 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017625476384422864 0.00011246832341051235 -0.0014780041657542953 leaf_weight=6.6886992952786377 209.63422529422678 9.22875624662265 leaf_count=125 1950 189 internal_value=0 4.52801e-05 internal_weight=0 218.863 internal_count=2264 2139 is_linear=0 shrinkage=0.00140214 Tree=1967 num_leaves=4 num_cat=0 split_feature=42 48 1 split_gain=10.8451 12.4585 8.98921 threshold=-1.0000000180025095e-35 0.11951500000000001 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010696896098630847 0.00024634428314942319 -0.0011142283026381147 0.00052142277094821793 leaf_weight=30.147128730779514 170.67525673680939 14.954471006989477 9.5528321340680105 leaf_count=573 1555 87 49 internal_value=0 0.000136632 -0.00068676 internal_weight=0 185.63 39.7 internal_count=2264 1642 622 is_linear=0 shrinkage=0.00143018 Tree=1968 num_leaves=4 num_cat=0 split_feature=1456 133 160 split_gain=12.3556 10.9111 2.03979 threshold=1.0000000180025095e-35 0.18654500000000004 -0.088244999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001947576149462799 -0.00049945782882704814 -0.0016588611832545474 -0.002142155074848716 leaf_weight=209.67921411758289 2.6910100569948554 8.5556345102377218 7.3497071270830912 leaf_count=1841 57 199 147 internal_value=0 0.00012195 -0.00170368 internal_weight=0 218.235 10.0407 internal_count=2244 2040 204 is_linear=0 shrinkage=0.00161061 Tree=1969 num_leaves=4 num_cat=0 split_feature=1456 133 49 split_gain=11.9625 10.5814 1.25997 threshold=1.0000000180025095e-35 0.18654500000000004 -0.00078499999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017589312028372573 -0.00072392616829503585 -0.0015244388715013829 -0.0018996064480154753 leaf_weight=209.67636322882026 2.8753694188781083 8.4098870116285962 7.0281696133315545 leaf_count=1841 63 199 141 internal_value=0 0.000110197 -0.00156031 internal_weight=0 218.086 9.90354 internal_count=2244 2040 204 is_linear=0 shrinkage=0.00148796 Tree=1970 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=13.0494 13.5757 threshold=0.15251000000000001 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.3791909113005736e-05 0.00029991627857067532 0.00016797836364855322 leaf_weight=183.70439837360755 16.274687083438039 38.58866392634809 leaf_count=1945 119 180 internal_value=0 -1.52829e-05 internal_weight=0 222.293 internal_count=2244 2125 is_linear=0 shrinkage=0.000339971 Tree=1971 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=11.595 12.0907 threshold=0.15251000000000001 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018545439551252374 0.0011006821524499784 0.00060970128946079988 leaf_weight=175.27819106238894 15.234489521011708 37.406225627288222 leaf_count=1945 119 180 internal_value=0 -4.55629e-05 internal_weight=0 212.684 internal_count=2244 2125 is_linear=0 shrinkage=0.00126996 Tree=1972 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=11.2986 13.0129 threshold=0.08598500000000002 -0.23006999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031995814794417976 0.00021822829905766581 8.1605063111717522e-07 leaf_weight=14.470851978287099 23.374905617907643 198.42963645257987 leaf_count=67 117 2071 internal_value=0 -2.10137e-05 internal_weight=0 212.9 internal_count=2255 2138 is_linear=0 shrinkage=0.000326769 Tree=1973 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=11.3338 13.1355 threshold=0.08598500000000002 -0.23006999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034910109366038055 0.00023466577331646084 -4.4872162229046572e-07 leaf_weight=14.477981027215717 23.497991202399135 200.3735543503426 leaf_count=67 117 2071 internal_value=0 -2.39719e-05 internal_weight=0 214.852 internal_count=2255 2138 is_linear=0 shrinkage=0.000353706 Tree=1974 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=10.8836 13.6025 threshold=0.08598500000000002 -0.23006999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013599223351130644 0.00089329109954323449 4.4407716331546604e-06 leaf_weight=14.24845884926617 22.658369513228536 190.21478007198311 leaf_count=67 117 2071 internal_value=0 -9.07559e-05 internal_weight=0 204.463 internal_count=2255 2138 is_linear=0 shrinkage=0.00134769 Tree=1975 num_leaves=3 num_cat=0 split_feature=147 484 split_gain=11.1102 12.3534 threshold=0.08598500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029683420945107378 0.00023726075985715874 3.3173461644137482e-06 leaf_weight=19.62197537580505 23.464858055114746 195.50056189461611 leaf_count=355 117 1783 internal_value=0 -2.40843e-05 internal_weight=0 215.123 internal_count=2255 2138 is_linear=0 shrinkage=0.00036078 Tree=1976 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=13.0373 21.3217 10.8867 threshold=-0.059315 -0.10106999999999998 0.082095000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9183126140337897e-05 0.0001389817457026048 -0.00018362969647189064 -0.00010663645228449295 leaf_weight=55.128031986765563 95.080274644307792 68.679136820137501 24.150209469720721 leaf_count=313 538 1328 114 internal_value=0 -6.21584e-05 8.92225e-05 internal_weight=0 123.807 119.23 internal_count=2293 1641 652 is_linear=0 shrinkage=0.000326769 Tree=1977 num_leaves=3 num_cat=0 split_feature=4 128 split_gain=11.0775 11.563 threshold=0.50678000000000012 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.711841564829337e-05 0.0014521010713252807 -0.0017967702920758325 leaf_weight=211.40545124257915 11.939263503067194 7.7887882972136131 leaf_count=2008 127 158 internal_value=0 -1.85526e-05 internal_weight=0 219.194 internal_count=2293 2166 is_linear=0 shrinkage=0.00148796 Tree=1978 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=10.7906 11.2323 threshold=0.50678000000000012 0.092355000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016140307879776341 0.0014175509830181554 -0.00062650470788632243 leaf_weight=169.2686589139048 11.724027590826152 49.819963044952601 leaf_count=1513 127 653 internal_value=0 -1.78033e-05 internal_weight=0 219.089 internal_count=2293 2166 is_linear=0 shrinkage=0.00145878 Tree=1979 num_leaves=3 num_cat=0 split_feature=4 128 split_gain=10.5104 11.1927 threshold=0.50678000000000012 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.197785587426856e-05 0.0013039437906117713 -0.0016147271626231008 leaf_weight=211.28572934935801 11.513228343799708 7.6566677305381736 leaf_count=2008 127 158 internal_value=0 -1.60948e-05 internal_weight=0 218.942 internal_count=2293 2166 is_linear=0 shrinkage=0.00134769 Tree=1980 num_leaves=4 num_cat=0 split_feature=1456 1213 43 split_gain=12.8608 11.7147 1.45322 threshold=0.075120000000000006 -0.082704999999999987 -0.05529499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037321281292495179 -0.00019488654133756548 4.6381668617677665e-05 -0.0004746705262429205 leaf_weight=7.942292531952261 3.4086086107417941 226.11019589239731 5.9672753843478841 leaf_count=205 99 1883 79 internal_value=0 3.2114e-05 -0.000373558 internal_weight=0 234.052 9.37588 internal_count=2266 2088 178 is_linear=0 shrinkage=0.000339971 Tree=1981 num_leaves=4 num_cat=0 split_feature=1456 1456 43 split_gain=13.0452 11.4256 1.39068 threshold=0.075120000000000006 -1.0000000180025095e-35 -0.05529499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028328323368180546 -0.00017952269707366072 4.230988614603603e-05 -0.0004226715325656892 leaf_weight=10.253447607392443 3.409901182167232 224.11865987535566 5.9645158560015243 leaf_count=212 99 1876 79 internal_value=0 2.80437e-05 -0.000334772 internal_weight=0 234.372 9.37442 internal_count=2266 2088 178 is_linear=0 shrinkage=0.000301884 Tree=1982 num_leaves=4 num_cat=0 split_feature=1456 1213 43 split_gain=12.1821 10.8731 1.35082 threshold=0.075120000000000006 -0.082704999999999987 -0.04108499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001797960200692211 -0.00093363679429035577 0.00023280610404033029 -0.0022876399541086963 leaf_weight=7.3405700463335952 3.1301057212986052 214.71461252239533 5.6339401239529234 leaf_count=205 100 1883 78 internal_value=0 0.000165525 -0.00180713 internal_weight=0 222.055 8.76405 internal_count=2266 2088 178 is_linear=0 shrinkage=0.00164282 Tree=1983 num_leaves=4 num_cat=0 split_feature=1456 1213 43 split_gain=11.7832 10.5701 1.34549 threshold=0.075120000000000006 -0.082704999999999987 -0.05529499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015624113644352006 -0.00079076908317461084 0.00019813213556856915 -0.0019766975462915414 leaf_weight=7.1906083244830361 3.0669167628511786 214.70843134913594 5.5816919766366464 leaf_count=205 99 1883 79 internal_value=0 0.000140952 -0.00155882 internal_weight=0 221.899 8.64861 internal_count=2266 2088 178 is_linear=0 shrinkage=0.00143018 Tree=1984 num_leaves=4 num_cat=0 split_feature=1 157 48 split_gain=12.9235 13.2459 6.68678 threshold=0.10491000000000002 -0.084489999999999996 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019178519077021039 0.00068052452366284004 -0.0001574413480979073 -0.00046718484243229178 leaf_weight=9.2741419051308167 57.957743796519935 147.61196482763626 12.634278409183024 leaf_count=157 442 1613 54 internal_value=0 -0.000261727 0.000475041 internal_weight=0 156.886 70.592 internal_count=2266 1770 496 is_linear=0 shrinkage=0.00143018 Tree=1985 num_leaves=4 num_cat=0 split_feature=1 50 12 split_gain=16.1654 13.5448 6.66453 threshold=0.10491000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3020478320249381e-05 0.0002897165545864902 -0.00034388104980541211 6.0291836431214786e-05 leaf_weight=146.00369149306789 21.207044197246432 19.036272815195844 53.909742716699839 leaf_count=1385 195 385 301 internal_value=0 -6.89118e-05 0.00012512 internal_weight=0 165.04 75.1168 internal_count=2266 1770 496 is_linear=0 shrinkage=0.00034677 Tree=1986 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=17.5196 12.2382 7.23842 threshold=0.10491000000000002 1.0000000180025095e-35 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2679578514664382e-05 0.00015864504019777931 -0.0003557223673533167 -9.7249587299462958e-05 leaf_weight=151.92170355096459 54.661890043877065 20.880164641654119 17.54711655061692 leaf_count=1385 383 385 113 internal_value=0 -0.000106916 9.64522e-05 internal_weight=0 172.802 72.209 internal_count=2266 1770 496 is_linear=0 shrinkage=0.00034677 Tree=1987 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=16.7879 13.6677 7.17324 threshold=0.10491000000000002 1.0000000180025095e-35 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4633413269265636e-05 0.00018446941076779449 -0.00034444159168101827 -6.8666917249964808e-05 leaf_weight=147.75626691523939 58.383160783909261 19.350012836046517 17.482456410303712 leaf_count=1385 383 385 113 internal_value=0 -7.05428e-05 0.000126134 internal_weight=0 167.106 75.8656 internal_count=2266 1770 496 is_linear=0 shrinkage=0.00034677 Tree=1988 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=18.1664 23.3714 15.6383 threshold=0.08826500000000001 -0.0091949999999999983 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016793376683466501 9.4543506022819925e-05 -0.00019957924201629375 -0.00027674045550812496 leaf_weight=22.374817932024598 136.32186916796491 71.804547455860302 12.173022084869443 leaf_count=142 1089 966 97 internal_value=0 -0.00011225 6.40755e-05 internal_weight=0 94.1794 148.495 internal_count=2294 1108 1186 is_linear=0 shrinkage=0.00031408 Tree=1989 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=17.9803 22.508 14.8997 threshold=0.08826500000000001 -0.0091949999999999983 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016693697770199219 9.520129925868001e-05 -0.00020161117739907512 -0.00027595030051066817 leaf_weight=22.287014518864453 136.3621272998862 71.605287635233253 12.066096271388231 leaf_count=142 1089 966 97 internal_value=0 -0.000114114 6.49979e-05 internal_weight=0 93.8923 148.428 internal_count=2294 1108 1186 is_linear=0 shrinkage=0.000320362 Tree=1990 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=16.8569 22.2554 14.6796 threshold=0.08826500000000001 -0.0091949999999999983 -0.46376499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016772690923181537 -0.00022639239648341734 -0.00019980619915917964 9.7644427087152714e-05 leaf_weight=22.19976454321295 16.093103766441345 70.771710154833272 131.12125950306654 leaf_count=142 117 966 1069 internal_value=0 -0.00011203 6.21968e-05 internal_weight=0 92.9715 147.214 internal_count=2294 1108 1186 is_linear=0 shrinkage=0.000320362 Tree=1991 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=16.0224 19.5579 14.5892 threshold=0.08826500000000001 -0.0091949999999999983 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089830945656405644 0.00052874267064600229 -0.0011015596392651135 -0.0015920272299098728 leaf_weight=21.062970894388855 129.69575951201841 67.929056061198935 11.609771059826015 leaf_count=142 1089 966 97 internal_value=0 -0.000628132 0.000354307 internal_weight=0 88.992 141.306 internal_count=2294 1108 1186 is_linear=0 shrinkage=0.00181381 Tree=1992 num_leaves=4 num_cat=0 split_feature=1 403 43 split_gain=15.2721 17.44 16.884 threshold=1.0000000180025095e-35 0.03138500000000001 0.080350000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092088384633709172 0.00013743433627634217 0.002148958274959107 0.00069537340560955733 leaf_weight=57.566219730768353 141.19054463226348 9.7907600505277497 18.054757300764322 leaf_count=1038 1023 82 145 internal_value=0 0.000268132 -0.000534919 internal_weight=0 150.981 75.621 internal_count=2288 1105 1183 is_linear=0 shrinkage=0.00145878 Tree=1993 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=17.5791 16.8461 15.3734 threshold=1.0000000180025095e-35 -0.099704999999999974 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014419312786599718 3.698424023204206e-05 -0.00023237253905477481 0.00048476251572338491 leaf_weight=19.811757376417518 148.4419625448063 59.350074351765215 10.23635447770357 leaf_count=64 1023 1119 82 internal_value=0 -0.000138118 6.59253e-05 internal_weight=0 79.1618 158.678 internal_count=2288 1183 1105 is_linear=0 shrinkage=0.000353706 Tree=1994 num_leaves=4 num_cat=0 split_feature=1 403 43 split_gain=14.7019 16.7038 16.2682 threshold=1.0000000180025095e-35 0.03138500000000001 0.080350000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010229488202349744 0.00015167104558093402 0.0023715802673995186 0.00076473631168967702 leaf_weight=57.147877946961671 141.27895186189562 9.7625699052587134 18.069239082746208 leaf_count=1038 1023 82 145 internal_value=0 0.000295436 -0.000593412 internal_weight=0 151.042 75.2171 internal_count=2288 1105 1183 is_linear=0 shrinkage=0.00164282 Tree=1995 num_leaves=4 num_cat=0 split_feature=1 43 403 split_gain=14.1126 15.6632 14.7543 threshold=1.0000000180025095e-35 0.080350000000000019 0.0071950000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089531255557524715 0.00013497346488823252 0.00066370338315172787 0.0019666577542121152 leaf_weight=56.685117099434137 140.95646902453154 18.073166963178664 10.005082627758382 leaf_count=1038 1017 145 88 internal_value=0 -0.00051834 0.000256603 internal_weight=0 74.7583 150.962 internal_count=2288 1183 1105 is_linear=0 shrinkage=0.00145878 Tree=1996 num_leaves=4 num_cat=0 split_feature=2 12 12 split_gain=12.7797 13.76 12.5934 threshold=0.08826500000000001 0.081180000000000016 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040507630781807592 0.00065578897965291102 -0.0008195572101493356 -0.00039525767095018315 leaf_weight=34.485242978669703 104.20659345667809 54.532089103478938 35.088886108715087 leaf_count=229 704 915 478 internal_value=0 -0.00034515 0.00039101 internal_weight=0 89.0173 139.295 internal_count=2326 1144 1182 is_linear=0 shrinkage=0.00151772 Tree=1997 num_leaves=4 num_cat=0 split_feature=2 12 12 split_gain=13.9123 16.001 13.0474 threshold=0.08826500000000001 0.081180000000000016 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0424238737063539e-05 0.00013572860448227557 -0.00017964519990791808 -8.1565487530302e-05 leaf_weight=36.405755829997361 110.86815575044602 58.952202217187732 38.091707312967628 leaf_count=229 704 915 478 internal_value=0 -7.65406e-05 8.01593e-05 internal_weight=0 95.358 148.96 internal_count=2326 1144 1182 is_linear=0 shrinkage=0.000320362 Tree=1998 num_leaves=4 num_cat=0 split_feature=2 12 12 split_gain=12.2666 13.2739 12.0652 threshold=0.08826500000000001 0.081180000000000016 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035947011105342196 0.00058151959229770249 -0.00073104785147173109 -0.00035018030092134639 leaf_weight=34.48227302916348 104.13704087818041 54.256943633081391 35.105696994811296 leaf_count=229 704 915 478 internal_value=0 -0.000307308 0.000346605 internal_weight=0 88.7392 139.243 internal_count=2326 1144 1182 is_linear=0 shrinkage=0.00137464 Tree=1999 num_leaves=4 num_cat=0 split_feature=1 454 2 split_gain=13.3678 15.2594 7.37006 threshold=0.10384000000000002 1.0000000180025095e-35 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4333537223996554e-05 8.0635806084598121e-05 0.00046634618685344192 0.00033165515945634188 leaf_weight=153.86758117028512 62.149246906861663 6.2353078648447982 15.618225507438181 leaf_count=1798 403 14 111 internal_value=0 -3.40022e-05 0.000131118 internal_weight=0 160.103 77.7675 internal_count=2326 1812 514 is_linear=0 shrinkage=0.000326769 Tree=2000 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=11.6306 13.5123 3.12489 threshold=1.0000000180025095e-35 -0.10628499999999998 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064921844866236455 0.00058970554009196534 -0.00033920821557768089 0.0017294071978294786 leaf_weight=50.459624911658466 15.231046512722971 143.25088433176279 11.339477750472723 leaf_count=279 100 1781 98 internal_value=0 -8.16945e-05 0.00107699 internal_weight=0 193.711 26.5705 internal_count=2258 2060 198 is_linear=0 shrinkage=0.00164282 Tree=2001 num_leaves=4 num_cat=0 split_feature=403 3 475 split_gain=10.6276 14.7696 13.0657 threshold=-1.0000000180025095e-35 -0.097454999999999986 -0.08663499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015920566127053604 -0.00034374344628630059 -0.00032437514023426074 5.0361987432322697e-05 leaf_weight=8.7875727135688084 8.3003038475289923 18.716923272237182 193.35768380365334 leaf_count=62 102 498 1596 internal_value=0 -0.00016987 3.41095e-05 internal_weight=0 27.5045 201.658 internal_count=2258 560 1698 is_linear=0 shrinkage=0.000307922 Tree=2002 num_leaves=4 num_cat=0 split_feature=123 3 0 split_gain=11.2647 12.9294 3.98288 threshold=1.0000000180025095e-35 -0.10628499999999998 -0.070664999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055277513450085677 0.00047735121962764446 -0.00028913859837848075 0.0016160928139488681 leaf_weight=50.43190142698586 15.946473052725198 143.219200452324 10.373784744180737 leaf_count=279 115 1781 83 internal_value=0 -6.9849e-05 0.000927017 internal_weight=0 193.651 26.3203 internal_count=2258 2060 198 is_linear=0 shrinkage=0.00143018 Tree=2003 num_leaves=4 num_cat=0 split_feature=123 3 0 split_gain=13.7877 13.1046 3.83654 threshold=1.0000000180025095e-35 -0.10628499999999998 -0.070664999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013035756743008894 0.00013533499263790563 -7.5419770343329264e-05 0.0004018278387925557 leaf_weight=52.118517510592937 17.068997960537676 150.40898718358949 11.204312290996311 leaf_count=279 115 1781 83 internal_value=0 -2.24576e-05 0.000241142 internal_weight=0 202.528 28.2733 internal_count=2258 2060 198 is_linear=0 shrinkage=0.000353706 Tree=2004 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=11.3685 12.754 threshold=-0.53299999999999992 -0.061684999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037857444221294748 -3.0242206012252792e-05 0.00015092387955419374 leaf_weight=8.596330685541032 164.12131804181263 61.813441938720644 leaf_count=146 1781 334 internal_value=0 1.93315e-05 internal_weight=0 225.935 internal_count=2261 2115 is_linear=0 shrinkage=0.000339971 Tree=2005 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=11.052 13.9275 threshold=-0.39935999999999994 0.076795000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020524800827026665 -5.2446075010785105e-05 0.0012033085059632135 leaf_weight=5.9404637408442786 194.37501302571036 23.733642803505063 leaf_count=117 2011 133 internal_value=0 8.42931e-05 internal_weight=0 218.109 internal_count=2261 2144 is_linear=0 shrinkage=0.00154807 Tree=2006 num_leaves=3 num_cat=0 split_feature=10 456 split_gain=11.53 11.0743 threshold=-1.0000000180025095e-35 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028702465039181986 2.2419205300803917e-06 -0.00034551387909586006 leaf_weight=15.024562310427426 211.41945076780394 10.668194561265407 leaf_count=108 2039 114 internal_value=0 -1.44911e-05 internal_weight=0 222.088 internal_count=2261 2153 is_linear=0 shrinkage=0.000333305 Tree=2007 num_leaves=3 num_cat=0 split_feature=10 456 split_gain=11.905 10.6395 threshold=-1.0000000180025095e-35 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033177268673507428 3.3377942538296079e-08 -0.00039280099886615646 leaf_weight=15.156231845729051 211.73772258730605 10.593616298865525 leaf_count=108 2039 114 internal_value=0 -1.87165e-05 internal_weight=0 222.331 internal_count=2261 2153 is_linear=0 shrinkage=0.000382862 Tree=2008 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=13.2925 13.8568 threshold=-0.24689499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031238511107904064 -4.8274321958851864e-05 0.00022812312278375725 leaf_weight=17.384861631318927 196.03683179686777 26.822289296425879 leaf_count=119 1979 179 internal_value=0 -1.49917e-05 internal_weight=0 222.859 internal_count=2277 2158 is_linear=0 shrinkage=0.00036078 Tree=2009 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=12.531 13.58 3.54771 threshold=1.0000000180025095e-35 -0.24689499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028833855023485834 0.00010592312766607688 -4.4679218559730078e-05 0.00033985903239406847 leaf_weight=14.601932151243089 15.947626912966372 195.44713444821537 13.151933763176201 leaf_count=99 100 1979 99 internal_value=0 -2.15048e-05 0.000211807 internal_weight=0 210.049 29.0996 internal_count=2277 2078 199 is_linear=0 shrinkage=0.000333305 Tree=2010 num_leaves=4 num_cat=0 split_feature=1456 0 12 split_gain=12.2703 12.1511 0.010234 threshold=-1.0000000180025095e-35 -0.0013399999999999998 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039226799594130736 -1.2972450240748671e-05 0.00017822441897274999 -0.00034894125874314954 leaf_weight=2.7402229988947493 188.32584255607799 41.641316988505423 6.0673032314516604 leaf_count=31 1844 231 171 internal_value=0 2.16605e-05 -0.000363241 internal_weight=0 229.967 8.80753 internal_count=2277 2075 202 is_linear=0 shrinkage=0.000320362 Tree=2011 num_leaves=4 num_cat=0 split_feature=1456 123 12 split_gain=12.6397 12.3479 0.0160405 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038753048872521934 -6.1754232184465307e-06 0.00021362368231895383 -0.00034216781025944769 leaf_weight=2.8105418076738697 205.90278676431626 28.711883625946939 6.2453273478895426 leaf_count=31 1879 196 171 internal_value=0 2.07385e-05 -0.000357032 internal_weight=0 234.615 9.05587 internal_count=2277 2075 202 is_linear=0 shrinkage=0.00031408 Tree=2012 num_leaves=4 num_cat=0 split_feature=43 1456 0 split_gain=11.0958 11.0272 1.39713 threshold=0.25537500000000007 0.079435000000000019 -0.094749999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000181571345405944 -0.0024766503220221732 -0.0017608458081957278 -0.0011720296729821359 leaf_weight=206.82038497016765 3.9465078683570027 8.1816156196873617 5.1780170430429262 leaf_count=1971 49 180 89 internal_value=0 0.000107505 -0.00174029 internal_weight=0 215.002 9.12452 internal_count=2289 2151 138 is_linear=0 shrinkage=0.00164282 Tree=2013 num_leaves=4 num_cat=0 split_feature=43 453 133 split_gain=10.7016 10.8322 1.78091 threshold=0.25537500000000007 1.0000000180025095e-35 -0.41812499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020189597903356928 -0.0027886122786741894 -0.0020907310375134912 -0.0011065342930111238 leaf_weight=207.32219209172763 4.6352770137600601 7.5892452262341967 4.4032816742546839 leaf_count=2091 94 60 44 internal_value=0 0.000120757 -0.00197322 internal_weight=0 214.911 9.03856 internal_count=2289 2151 138 is_linear=0 shrinkage=0.00188709 Tree=2014 num_leaves=4 num_cat=0 split_feature=158 403 16 split_gain=10.5221 11.1658 4.04569 threshold=0.094850000000000004 0.093800000000000008 -0.053084999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016216111622754128 -0.0003179155103224991 -0.0012981806064410897 -0.0019226699647886998 leaf_weight=202.32258372846991 5.0689275767654181 9.9595058886334282 6.5352577955927682 leaf_count=1920 85 175 109 internal_value=0 9.35366e-05 -0.00122336 internal_weight=0 212.282 11.6042 internal_count=2289 2095 194 is_linear=0 shrinkage=0.00134769 Tree=2015 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=12.5576 18.839 9.80687 threshold=0.089790000000000023 -0.16223499999999996 0.096175000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015225150377283853 0.00013364574512284404 -0.00015380701582730455 -9.1780291346058504e-05 leaf_weight=30.341603338718414 92.03174078091979 84.595463002566248 27.933403150178492 leaf_count=110 676 1334 169 internal_value=0 -7.30004e-05 8.11499e-05 internal_weight=0 114.937 119.965 internal_count=2289 1444 845 is_linear=0 shrinkage=0.000333305 Tree=2016 num_leaves=3 num_cat=0 split_feature=3 50 split_gain=11.8516 10.8136 threshold=0.15015500000000001 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0452508957666089e-05 0.00032177303855465157 -0.00033678315816979329 leaf_weight=204.11351295141503 17.412527885288 14.640701893949879 leaf_count=1874 131 252 internal_value=0 -1.28145e-05 internal_weight=0 218.754 internal_count=2257 2126 is_linear=0 shrinkage=0.00039052 Tree=2017 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=9.89779 9.43467 threshold=0.15015500000000001 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017458899552952318 0.0012482066360649012 2.4336419168220555e-05 leaf_weight=7.7793369854334733 15.944345332682131 200.67766752908938 leaf_count=130 131 1996 internal_value=0 -4.18799e-05 internal_weight=0 208.457 internal_count=2257 2126 is_linear=0 shrinkage=0.00157903 Tree=2018 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=10.2366 10.1604 threshold=-0.47365999999999991 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0014166734431702887 0.00014983278692256584 -0.00062309603892940013 leaf_weight=11.428384992294012 163.87513882038184 48.866333971731365 leaf_count=72 1534 651 internal_value=0 -2.77475e-05 internal_weight=0 212.741 internal_count=2257 2185 is_linear=0 shrinkage=0.00148796 Tree=2019 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=9.89266 9.73155 threshold=-0.47365999999999991 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0012188544589887768 0.00012750793687289926 -0.0005316758232261897 leaf_weight=11.306074190884827 163.88177312375046 48.739520253613591 leaf_count=72 1534 651 internal_value=0 -2.3632e-05 internal_weight=0 212.621 internal_count=2257 2185 is_linear=0 shrinkage=0.00129536 Tree=2020 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=11.0522 11.7418 threshold=-1.0000000180025095e-35 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034812630011670187 0.00023592058584400748 -2.7558076808196697e-05 leaf_weight=8.1807680223137123 16.594469901174307 213.53852344769984 leaf_count=67 111 2104 internal_value=0 -8.54112e-06 internal_weight=0 230.133 internal_count=2282 2215 is_linear=0 shrinkage=0.000301884 Tree=2021 num_leaves=3 num_cat=0 split_feature=31 51 split_gain=10.3911 10.4717 threshold=-1.0000000180025095e-35 -0.10593999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0016530486806833155 -0.0010238824860812688 5.5692423494895173e-05 leaf_weight=7.6162044210359445 20.233411084860563 198.5049258437939 leaf_count=67 240 1975 internal_value=0 -4.42495e-05 internal_weight=0 218.738 internal_count=2282 2215 is_linear=0 shrinkage=0.00143018 Tree=2022 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=11.0082 11.8714 threshold=-1.0000000180025095e-35 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042237993272513434 0.00028755855377327202 -3.5526562311913963e-05 leaf_weight=8.1529374085366708 16.578397065401077 213.63964669918641 leaf_count=67 111 2104 internal_value=0 -1.22387e-05 internal_weight=0 230.218 internal_count=2282 2215 is_linear=0 shrinkage=0.000367995 Tree=2023 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=10.1437 10.0632 threshold=-1.0000000180025095e-35 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015232384124113851 0.00098804625100174545 -0.00011810243013162082 leaf_weight=7.4750254396349183 15.428925607353447 203.43569069425575 leaf_count=67 111 2104 internal_value=0 -4.00448e-05 internal_weight=0 218.865 internal_count=2282 2215 is_linear=0 shrinkage=0.00132126 Tree=2024 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=10.908 11.3858 threshold=0.076175000000000007 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00079593887872618833 -0.0018730854749365469 -0.00014826296564837831 leaf_weight=39.038803958334029 7.7997068306431165 172.36400568112731 leaf_count=211 81 1955 internal_value=0 2.61547e-05 internal_weight=0 211.403 internal_count=2247 2166 is_linear=0 shrinkage=0.00157903 Tree=2025 num_leaves=4 num_cat=0 split_feature=124 3 42 split_gain=11.7634 12.602 6.61338 threshold=-0.043384999999999993 -0.11372999999999998 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9885885678702358e-05 0.00012997601104577073 -8.927240541180731e-05 0.00033471937026253822 leaf_weight=9.9682770222425479 43.690590338781476 155.58054462773725 18.444901642389596 leaf_count=43 259 1803 142 internal_value=0 -4.11939e-05 0.00020687 internal_weight=0 199.271 28.4132 internal_count=2247 2062 185 is_linear=0 shrinkage=0.00036078 Tree=2026 num_leaves=3 num_cat=0 split_feature=14 124 split_gain=10.5299 11.1592 threshold=0.076175000000000007 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011210909441250827 -0.0020825246339114946 -0.00012405017377634578 leaf_weight=25.923668021336198 7.7248172815889111 185.52204162930138 leaf_count=179 81 1987 internal_value=0 2.8694e-05 internal_weight=0 211.446 internal_count=2247 2166 is_linear=0 shrinkage=0.00177825 Tree=2027 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=10.1674 10.9822 threshold=0.076175000000000007 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00075110543123473755 -0.0017551728137909094 -0.00014071996635212506 leaf_weight=38.991218037903309 7.6483632586896411 172.20693018333986 leaf_count=211 81 1955 internal_value=0 2.39811e-05 internal_weight=0 211.198 internal_count=2247 2166 is_linear=0 shrinkage=0.00151772 Tree=2028 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=11.0175 12.6396 6.52229 threshold=0.11588000000000001 0.088425000000000017 -0.061854999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.826435319505809e-05 0.0013537221958570278 -0.0013057171143987991 0.00013819429804105493 leaf_weight=171.06495785107836 19.358572157099843 16.837296607904136 18.242533816024661 leaf_count=1623 179 362 114 internal_value=0 -0.000100494 0.000764367 internal_weight=0 187.902 37.6011 internal_count=2278 1985 293 is_linear=0 shrinkage=0.00145878 Tree=2029 num_leaves=4 num_cat=0 split_feature=1 456 4 split_gain=10.6113 12.4242 3.61162 threshold=0.11588000000000001 0.087015000000000023 0.21328500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6805178181089179e-05 0.00034443936323315133 -0.0018847834642915717 0.0012916372049969478 leaf_weight=179.12691563367844 20.021772729232907 8.576222818810491 17.283532160334289 leaf_count=1875 119 110 174 internal_value=0 -0.000102337 0.000783712 internal_weight=0 187.703 37.3053 internal_count=2278 1985 293 is_linear=0 shrinkage=0.00151772 Tree=2030 num_leaves=4 num_cat=0 split_feature=1 157 47 split_gain=12.9552 14.3181 9.35186 threshold=0.10491000000000002 -0.083944999999999978 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050094758741811248 0.00023513605993483335 -2.2154815423670652e-05 -5.5544691843512915e-05 leaf_weight=9.71494208043441 50.596911871805787 154.04101007571444 23.867630062624812 leaf_count=161 358 1630 129 internal_value=0 -5.06146e-05 0.000141976 internal_weight=0 163.756 74.4645 internal_count=2278 1791 487 is_linear=0 shrinkage=0.000382862 Tree=2031 num_leaves=4 num_cat=0 split_feature=1 157 47 split_gain=13.0321 14.3848 9.09548 threshold=0.10491000000000002 -0.083944999999999978 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004628791635222362 0.00021697510592247313 -2.0496382002848785e-05 -4.8395136996748479e-05 leaf_weight=9.760662508197127 50.331788774579763 154.06592819141224 23.786052277311683 leaf_count=161 358 1630 129 internal_value=0 -4.69041e-05 0.000131821 internal_weight=0 163.827 74.1178 internal_count=2278 1791 487 is_linear=0 shrinkage=0.000353706 Tree=2032 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=11.8914 17.5401 threshold=-0.49071999999999993 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015391677006663565 -7.2651564363628089e-05 0.0012294150563824529 leaf_weight=14.590344235301016 163.14320520800538 47.569960887543857 leaf_count=122 1827 283 internal_value=0 0.000221384 internal_weight=0 210.713 internal_count=2232 2110 is_linear=0 shrinkage=0.00188709 Tree=2033 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=11.9522 18.1695 threshold=-0.49071999999999993 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029143807544847547 -1.649563949823087e-05 0.00023103457696775702 leaf_weight=15.240400452166794 173.40357126877643 49.630564961582422 leaf_count=122 1827 283 internal_value=0 3.8601e-05 internal_weight=0 223.034 internal_count=2232 2110 is_linear=0 shrinkage=0.00036078 Tree=2034 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=11.2584 16.5972 6.47767 threshold=1.0000000180025095e-35 -0.49071999999999993 0.092655000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044132931994266 -6.2666278115025407e-05 -2.2051348846467212e-05 0.0003162788237223113 leaf_weight=12.544065501540898 8.1875708177685755 197.53668487397954 18.103980866260827 leaf_count=109 29 1932 162 internal_value=0 -4.71246e-05 0.00019831 internal_weight=0 210.081 26.2916 internal_count=2232 2041 191 is_linear=0 shrinkage=0.000353706 Tree=2035 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=11.6178 18.4355 threshold=-0.49071999999999993 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027158133093213279 -1.6846607427713015e-05 0.0002186919361120524 leaf_weight=15.155261114239691 171.36417946661822 49.48213804140687 leaf_count=122 1827 283 internal_value=0 3.59418e-05 internal_weight=0 220.846 internal_count=2232 2110 is_linear=0 shrinkage=0.000339971 Tree=2036 num_leaves=4 num_cat=0 split_feature=1456 155 52 split_gain=11.2824 10.3544 1.14083 threshold=1.0000000180025095e-35 0.083985000000000018 -0.040589999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000113156188732714 -0.00084389379768030068 -0.0016270981996831613 -0.0019826725798495043 leaf_weight=202.49688663822599 2.8664518855512142 7.8446102035231879 6.3598470184952003 leaf_count=1929 58 142 145 internal_value=0 4.81122e-05 -0.00163135 internal_weight=0 210.341 9.2263 internal_count=2274 2071 203 is_linear=0 shrinkage=0.00148796 Tree=2037 num_leaves=4 num_cat=0 split_feature=1456 155 13 split_gain=11.4503 10.4997 1.31453 threshold=1.0000000180025095e-35 0.083985000000000018 -0.083894999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.615882668947628e-05 -0.00019252165155920906 -0.00039081132273573703 -0.00048183379568949436 leaf_weight=211.22545713675208 3.0153686860576272 8.1452585924416763 6.5844791606068593 leaf_count=1929 92 142 111 internal_value=0 1.0644e-05 -0.000391522 internal_weight=0 219.371 9.59985 internal_count=2274 2071 203 is_linear=0 shrinkage=0.00036078 Tree=2038 num_leaves=4 num_cat=0 split_feature=1456 155 13 split_gain=10.9424 10.06 1.28773 threshold=1.0000000180025095e-35 0.083985000000000018 -0.083894999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012201441406448996 -0.00085091911606892791 -0.0017870597336873228 -0.0021976623861824137 leaf_weight=202.66160101792775 2.8000323697924614 7.7148010469973078 6.3027774826623482 leaf_count=1929 92 142 111 internal_value=0 5.18501e-05 -0.00178605 internal_weight=0 210.376 9.10281 internal_count=2274 2071 203 is_linear=0 shrinkage=0.00164282 Tree=2039 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=12.9515 16.131 threshold=-0.38049499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029415812367343096 -0.00016032560905244485 3.4496680620145174e-05 leaf_weight=14.912210103124378 68.79675086797215 150.38603504002094 leaf_count=109 1154 1011 internal_value=0 -2.66625e-05 internal_weight=0 219.183 internal_count=2274 2165 is_linear=0 shrinkage=0.000333305 Tree=2040 num_leaves=4 num_cat=0 split_feature=15 130 42 split_gain=13.6774 13.3749 12.5373 threshold=0.084050000000000014 -0.081379999999999994 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018407941398582611 0.00039877652110540453 -0.00026092080401544541 7.2188579576864699e-05 leaf_weight=29.141614152584225 4.454079743474721 37.960533681791276 168.02711859997362 leaf_count=328 40 736 1203 internal_value=0 -0.000191496 3.42979e-05 internal_weight=0 42.4146 197.169 internal_count=2307 776 1531 is_linear=0 shrinkage=0.00036078 Tree=2041 num_leaves=4 num_cat=0 split_feature=15 130 42 split_gain=12.0556 13.8662 12.2334 threshold=0.084050000000000014 -0.081379999999999994 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071515813685869346 0.0016634458072591011 -0.00098397950206520761 0.00027181746607199278 leaf_weight=27.814966204576194 4.1594424005597821 35.598315621726215 160.97547842818312 leaf_count=328 40 736 1203 internal_value=0 -0.000706341 0.000126346 internal_weight=0 39.7578 188.79 internal_count=2307 776 1531 is_linear=0 shrinkage=0.00137464 Tree=2042 num_leaves=4 num_cat=0 split_feature=15 42 4 split_gain=14.2596 12.8092 11.7244 threshold=0.084050000000000014 -0.0044549999999999998 0.16382000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018679817572924551 -0.00027032204261483238 7.4012108151708193e-05 0.00030391253355275361 leaf_weight=29.943119037896395 37.873192795552313 171.26322308508679 5.4997924119234076 leaf_count=328 757 1203 19 internal_value=0 3.51848e-05 -0.000197406 internal_weight=0 201.206 43.373 internal_count=2307 1531 776 is_linear=0 shrinkage=0.000367995 Tree=2043 num_leaves=4 num_cat=0 split_feature=15 130 42 split_gain=11.6333 13.2713 11.7164 threshold=0.084050000000000014 -0.081379999999999994 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082026341046599052 0.0018842249654562036 -0.0011374552672014007 0.00031157365851073519 leaf_weight=27.803408829728141 4.2031723968684664 35.342895168578252 161.09452178399079 leaf_count=328 40 736 1203 internal_value=0 -0.00081554 0.000144915 internal_weight=0 39.5461 188.898 internal_count=2307 776 1531 is_linear=0 shrinkage=0.00161061 Tree=2044 num_leaves=4 num_cat=0 split_feature=484 15 457 split_gain=11.8891 10.6017 7.3886 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.087049999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079506840396334131 0.0013140046549621747 -5.7708554490409314e-05 -0.0017015650062121648 leaf_weight=3.7622203622013357 15.891059358604251 179.67578916437924 16.576710366876796 leaf_count=34 164 1683 346 internal_value=0 5.38693e-05 -0.00123943 internal_weight=0 195.567 20.3389 internal_count=2227 1847 380 is_linear=0 shrinkage=0.00161061 Tree=2045 num_leaves=4 num_cat=0 split_feature=1 48 158 split_gain=14.4313 11.973 11.3728 threshold=0.099195000000000019 0.12879500000000002 0.084765000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8512497331048923e-05 0.00012791497487680466 -0.00029605071872700983 -0.00048036545886574603 leaf_weight=136.26109752245247 70.741210231557488 11.30853398889303 12.463601029943673 leaf_count=1476 516 57 178 internal_value=0 6.94265e-05 -0.000130571 internal_weight=0 82.0497 148.725 internal_count=2227 573 1654 is_linear=0 shrinkage=0.000382862 Tree=2046 num_leaves=4 num_cat=0 split_feature=484 15 457 split_gain=11.4988 10.3355 7.31957 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.087404999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085275608570636288 0.0013558283009563932 -6.2510796473039821e-05 -0.0017550493952090277 leaf_weight=3.6882850658148554 15.664854211732743 179.88661148631945 16.467373705934733 leaf_count=27 164 1683 353 internal_value=0 5.1228e-05 -0.00127749 internal_weight=0 195.551 20.1557 internal_count=2227 1847 380 is_linear=0 shrinkage=0.00167568 Tree=2047 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=14.0064 16.9621 12.0778 threshold=0.094405000000000003 -0.0070549999999999996 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024548830720049852 0.00013901433293127957 2.1188769995879731e-05 -0.00025708733265369655 leaf_weight=57.062106117140502 84.419793630950153 74.390036646276712 11.875075355172156 leaf_count=689 600 879 59 internal_value=0 -9.4592e-05 9.01258e-05 internal_weight=0 131.452 96.2949 internal_count=2227 1568 659 is_linear=0 shrinkage=0.000367995 Tree=2048 num_leaves=4 num_cat=0 split_feature=403 51 52 split_gain=11.0675 12.9012 10.6153 threshold=-1.0000000180025095e-35 -0.097374999999999975 -0.038754999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011803372175955124 -0.00022277801213577744 6.1836294420422282e-05 -0.00033757035554211998 leaf_weight=8.8780025052838045 21.354824068956077 184.1814296906814 19.931503087980673 leaf_count=58 250 1471 480 internal_value=0 3.22475e-05 -0.000197185 internal_weight=0 205.536 28.8095 internal_count=2259 1721 538 is_linear=0 shrinkage=0.00034677 Tree=2049 num_leaves=4 num_cat=0 split_feature=403 51 52 split_gain=10.8029 12.4284 10.51 threshold=-1.0000000180025095e-35 -0.097374999999999975 -0.038754999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011179878021178567 -0.00021104727216349545 5.7051965881241138e-05 -0.00032368893949278758 leaf_weight=8.9056406370364147 21.427989938762039 184.09224957041442 19.866842628456652 leaf_count=58 250 1471 480 internal_value=0 2.90823e-05 -0.000188912 internal_weight=0 205.52 28.7725 internal_count=2259 1721 538 is_linear=0 shrinkage=0.000333305 Tree=2050 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=11.4616 11.6893 threshold=-1.0000000180025095e-35 0.17126500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004099057597404934 -6.9187711733934023e-05 0.00032918037479970878 leaf_weight=7.2003545165061942 219.33437066758052 10.006892904639242 leaf_count=63 2167 29 internal_value=0 -5.17797e-05 internal_weight=0 229.341 internal_count=2259 2196 is_linear=0 shrinkage=0.00036078 Tree=2051 num_leaves=4 num_cat=0 split_feature=403 51 52 split_gain=11.4301 13.0642 10.7074 threshold=-1.0000000180025095e-35 -0.097374999999999975 -0.038754999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011189819403998581 -0.0002151421710691068 5.8755868435220914e-05 -0.00032562184666282693 leaf_weight=8.9295709361322242 21.58010785933584 185.44232145231217 20.35439766314812 leaf_count=58 250 1471 480 internal_value=0 3.01874e-05 -0.000192223 internal_weight=0 207.022 29.284 internal_count=2259 1721 538 is_linear=0 shrinkage=0.000333305 Tree=2052 num_leaves=4 num_cat=0 split_feature=403 1213 2 split_gain=12.675 10.0837 0.210863 threshold=-0.092224999999999988 -0.082704999999999987 0.092155000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016241793514149973 -0.00159505508640151 0.00019204207624964279 -0.0011256929205698343 leaf_weight=7.8989264774136227 6.9193007003050289 212.57426662766375 2.619203538633883 leaf_count=201 208 1818 65 internal_value=0 0.000135572 -0.00150231 internal_weight=0 219.494 10.5181 internal_count=2292 2026 266 is_linear=0 shrinkage=0.00145878 Tree=2053 num_leaves=4 num_cat=0 split_feature=403 52 16 split_gain=12.3137 10.7046 0.188118 threshold=-0.092224999999999988 -0.42890999999999996 -0.089369999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013029251765923043 -0.0014486184858255936 0.00023789817042067833 -0.0018517494964782812 leaf_weight=2.5657162284478545 11.113474411657078 208.22599673527293 7.7645581061951798 leaf_count=48 200 1826 218 internal_value=0 0.000152327 -0.00171809 internal_weight=0 219.339 10.3303 internal_count=2292 2026 266 is_linear=0 shrinkage=0.00167568 Tree=2054 num_leaves=4 num_cat=0 split_feature=403 52 2 split_gain=12.9209 10.9174 0.256512 threshold=-0.092224999999999988 -0.42890999999999996 0.092120000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036258112605931907 -0.00028298546015645312 4.4681147564474252e-05 -0.00024440051920849356 leaf_weight=8.2343247788958234 11.404681619256733 219.13434337615035 2.8198170484974971 leaf_count=200 200 1826 66 internal_value=0 2.84495e-05 -0.000332908 internal_weight=0 230.539 11.0541 internal_count=2292 2026 266 is_linear=0 shrinkage=0.000326769 Tree=2055 num_leaves=4 num_cat=0 split_feature=403 52 2 split_gain=12.5523 11.231 0.255476 threshold=-0.092224999999999988 -0.42890999999999996 0.092575000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040790892847475738 -0.00032181807666382961 4.9525123463227629e-05 -0.00027330897233385763 leaf_weight=8.0882393796928209 11.598297308199106 217.95641862857156 2.7374064382165662 leaf_count=202 200 1826 64 internal_value=0 3.07377e-05 -0.000374415 internal_weight=0 229.555 10.8256 internal_count=2292 2026 266 is_linear=0 shrinkage=0.000367995 Tree=2056 num_leaves=3 num_cat=0 split_feature=11 1186 split_gain=13.1956 10.5944 threshold=0.087830000000000005 0.083785000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.6543406737048233e-05 -0.0016235059579296129 0.0017495757971209734 leaf_weight=207.32019219966605 10.259863262064753 8.9698851527646166 leaf_count=2148 84 59 internal_value=0 0.00013649 internal_weight=0 216.29 internal_count=2291 2207 is_linear=0 shrinkage=0.00151772 Tree=2057 num_leaves=3 num_cat=0 split_feature=11 1212 split_gain=12.6253 10.4221 threshold=0.087830000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001654708723158752 -0.001589088093954062 0.00019550018065319768 leaf_weight=7.2373122344724825 10.24753277376294 209.03598838998005 leaf_count=168 84 2039 internal_value=0 0.000133445 internal_weight=0 216.273 internal_count=2291 2207 is_linear=0 shrinkage=0.00151772 Tree=2058 num_leaves=4 num_cat=0 split_feature=484 52 12 split_gain=11.3424 12.1557 6.10344 threshold=-0.0048499999999999993 -0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016079063723924196 -0.00034356398034801074 4.4557181291869131e-05 -0.00028739201547294712 leaf_weight=3.4648810420185354 7.9225107799284151 209.2501409475226 16.769522293005139 leaf_count=16 130 1795 350 internal_value=0 3.03695e-05 -0.000210567 internal_weight=0 217.173 20.2344 internal_count=2291 1925 366 is_linear=0 shrinkage=0.000307922 Tree=2059 num_leaves=3 num_cat=0 split_feature=11 454 split_gain=12.0515 10.2239 threshold=0.087830000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015849495394411712 -0.0014632901249418103 0.00017933338914831329 leaf_weight=6.9219610607251516 10.245118032209573 209.40749741112813 leaf_count=56 84 2151 internal_value=0 0.000122746 internal_weight=0 216.329 internal_count=2291 2207 is_linear=0 shrinkage=0.00143018 Tree=2060 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=10.0318 12.028 threshold=-1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017149448675970469 -9.3462284769787551e-05 0.00078971858530656582 leaf_weight=7.1087399439420542 174.81880637770519 42.406688926741481 leaf_count=107 1930 227 internal_value=0 7.90062e-05 internal_weight=0 217.225 internal_count=2264 2157 is_linear=0 shrinkage=0.00148796 Tree=2061 num_leaves=4 num_cat=0 split_feature=52 403 47 split_gain=11.0632 12.8628 6.70914 threshold=-0.24600999999999998 -1.0000000180025095e-35 0.10621500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036678849635811585 -0.0001995542301662977 6.3635041852740074e-05 0.00011114859682812859 leaf_weight=16.158436647150669 29.07968098600395 185.15543459751643 5.2642897330224505 leaf_count=229 541 1454 40 internal_value=0 2.78959e-05 -0.000249349 internal_weight=0 214.235 21.4227 internal_count=2264 1995 269 is_linear=0 shrinkage=0.000367995 Tree=2062 num_leaves=4 num_cat=0 split_feature=52 403 47 split_gain=9.94058 11.4682 6.97933 threshold=-0.24600999999999998 -1.0000000180025095e-35 0.107145 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00144205577316429 -0.00076441901296830635 0.00025358902640647556 0.0005308911460494782 leaf_weight=15.28778970683925 27.149520726408809 176.75254370318726 5.0713234981521955 leaf_count=230 541 1454 39 internal_value=0 0.000117983 -0.00095057 internal_weight=0 203.902 20.3591 internal_count=2264 1995 269 is_linear=0 shrinkage=0.00145878 Tree=2063 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=10.5548 14.357 10.8977 threshold=-0.020899999999999998 -0.059315 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001441396963539152 -0.00011458906123324863 6.7798452432311251e-05 0.00028601866013059892 leaf_weight=92.32958876946941 14.215471822768448 95.083408570848405 33.11348723154515 leaf_count=1483 106 514 161 internal_value=0 -3.66176e-05 0.000165697 internal_weight=0 187.413 47.329 internal_count=2264 1997 267 is_linear=0 shrinkage=0.000382862 Tree=2064 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=12.7275 11.9602 threshold=-0.28286499999999998 0.3935300000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021726779061878847 0.00012603095252566 -0.001317114859684759 leaf_weight=7.0994785157963625 196.56676944345236 16.099451777525246 leaf_count=59 1974 220 internal_value=0 1.66722e-05 internal_weight=0 212.666 internal_count=2253 2194 is_linear=0 shrinkage=0.00161061 Tree=2065 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=14.5352 15.8914 5.61103 threshold=1.0000000180025095e-35 0.15251000000000001 0.092655000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4820455777024837e-05 -1.5550950395754285e-05 0.00034697241351995002 0.00034203993814749207 leaf_weight=189.44108855957165 8.5087711513042468 12.902284651994703 19.669358140788972 leaf_count=1951 29 102 171 internal_value=0 -4.78949e-05 0.000234123 internal_weight=0 202.343 28.1781 internal_count=2253 2053 200 is_linear=0 shrinkage=0.000367995 Tree=2066 num_leaves=3 num_cat=0 split_feature=3 123 split_gain=14.2328 14.8074 threshold=0.15251000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4750322641021973e-05 0.00034544957045204525 0.0002360804416384241 leaf_weight=189.47025139373727 15.181343645788727 25.468429700471461 leaf_count=1951 122 180 internal_value=0 -3.79018e-05 internal_weight=0 214.939 internal_count=2253 2131 is_linear=0 shrinkage=0.000382862 Tree=2067 num_leaves=3 num_cat=0 split_feature=3 123 split_gain=13.6052 14.9049 threshold=0.15251000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.6589830593518344e-05 0.00030838198469943548 0.00021414453577105988 leaf_weight=190.45694154780358 14.986397590488194 25.806104016490281 leaf_count=1951 122 180 internal_value=0 -3.30746e-05 internal_weight=0 216.263 internal_count=2253 2131 is_linear=0 shrinkage=0.00034677 Tree=2068 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=11.972 17.8137 10.7092 threshold=-0.10106999999999998 -0.063304999999999986 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011574123862734794 -0.00088315903752708897 0.00023121611009621859 -0.00045023223589347317 leaf_weight=40.306120499968529 60.155905009014532 108.54013671819121 15.462523060850797 leaf_count=206 1274 649 114 internal_value=0 -0.000166218 0.000711672 internal_weight=0 168.696 55.7686 internal_count=2243 1923 320 is_linear=0 shrinkage=0.00164282 Tree=2069 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=11.9802 21.3354 5.602 threshold=-0.10106999999999998 -0.063304999999999986 -0.060004999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.511010872526669e-05 -0.00020421609696779351 5.6826338871420068e-05 0.0002515461336962141 leaf_weight=25.398506491445005 63.746389230480418 112.90826777694747 32.309581218287349 leaf_count=159 1274 649 161 internal_value=0 -3.73835e-05 0.000151928 internal_weight=0 176.655 57.7081 internal_count=2243 1923 320 is_linear=0 shrinkage=0.00036078 Tree=2070 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.5496 14.2107 11.0266 threshold=0.10384000000000002 -0.11372999999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010894996142694358 0.0001745208462371669 -0.00012539079638638809 -9.8141837138243404e-05 leaf_weight=35.188019258901477 49.828691447153687 128.43467785720713 23.196720177307725 leaf_count=168 376 1568 131 internal_value=0 -7.49876e-05 8.79058e-05 internal_weight=0 163.623 73.0254 internal_count=2243 1736 507 is_linear=0 shrinkage=0.000326769 Tree=2071 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=12.6189 14.1641 7.39294 threshold=0.18829500000000002 0.10384000000000002 0.0015250000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3197492422944927e-05 -0.00035323820139085876 0.00015396742716825931 8.3026534010456434e-05 leaf_weight=148.2088885679841 14.522716811392458 67.343965574167669 5.4835340902209273 leaf_count=1532 206 458 47 internal_value=0 3.21619e-05 -0.000233697 internal_weight=0 215.553 20.0063 internal_count=2243 1990 253 is_linear=0 shrinkage=0.000320362 Tree=2072 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=10.7238 11.4546 threshold=-1.0000000180025095e-35 0.088485000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040701493804045567 -0.00012596945631008436 4.1395475165129905e-05 leaf_weight=7.7053444888442746 78.428012366872281 147.06711288169026 leaf_count=70 1023 1159 internal_value=0 -1.68204e-05 internal_weight=0 225.495 internal_count=2252 2182 is_linear=0 shrinkage=0.000353706 Tree=2073 num_leaves=4 num_cat=0 split_feature=123 483 1 split_gain=11.2134 12.6674 3.51101 threshold=1.0000000180025095e-35 0.088070000000000009 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3495741949860374e-06 3.5970171524819545e-05 -0.00039937071438980802 0.00031667035788106291 leaf_weight=197.55537046631798 8.7987630888819712 11.449362345039843 17.029773862101138 leaf_count=1877 34 188 153 internal_value=0 -3.07496e-05 0.000221144 internal_weight=0 209.005 25.8285 internal_count=2252 2065 187 is_linear=0 shrinkage=0.00036078 Tree=2074 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=9.96862 9.9617 threshold=-1.0000000180025095e-35 0.088485000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0018957155634291879 -0.00055603834424141751 0.00018514340631807971 leaf_weight=7.1620489498600355 74.884221039712429 141.17526651872322 leaf_count=70 1023 1159 internal_value=0 -7.17698e-05 internal_weight=0 216.059 internal_count=2252 2182 is_linear=0 shrinkage=0.00164282 Tree=2075 num_leaves=4 num_cat=0 split_feature=123 483 133 split_gain=11.427 12.408 3.26697 threshold=1.0000000180025095e-35 0.088070000000000009 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5192454056947897e-06 0.00010776583024547252 -0.00039782983345375441 0.00036513858553173224 leaf_weight=195.99042931571603 14.218946905806662 11.249611325096337 11.719487574882804 leaf_count=1877 95 188 92 internal_value=0 -2.96869e-05 0.000224235 internal_weight=0 207.24 25.9384 internal_count=2252 2065 187 is_linear=0 shrinkage=0.00036078 Tree=2076 num_leaves=4 num_cat=0 split_feature=1 47 160 split_gain=11.8076 13.6375 10.8393 threshold=0.10114000000000002 0.087885000000000019 -0.091944999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014581465006196083 0.00084493743902985666 -0.00045014842800831714 -0.00010922604062251825 leaf_weight=13.415903704240916 54.990805640816689 23.823588537052274 130.95824597240426 leaf_count=271 412 144 1450 internal_value=0 0.000453452 -0.00023475 internal_weight=0 78.8144 144.374 internal_count=2277 556 1721 is_linear=0 shrinkage=0.00143018 Tree=2077 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=16.7416 13.3884 11.4401 threshold=0.10114000000000002 0.087885000000000019 0.13999000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8675751927766675e-05 0.00018974829696556832 -7.8717913540796584e-05 0.00032365825662624109 leaf_weight=145.94456865196116 59.623457717709243 24.981097403913736 7.0047941207885733 leaf_count=1706 412 144 15 internal_value=0 0.000110479 -6.02115e-05 internal_weight=0 84.6046 152.949 internal_count=2277 556 1721 is_linear=0 shrinkage=0.000307922 Tree=2078 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=11.4132 13.1283 12.2963 threshold=0.10114000000000002 0.087885000000000019 -0.008624999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070074905549356587 0.00084961933580759031 -0.00044687833795297349 0.0001542690794176673 leaf_weight=65.745146974921227 54.666792788542807 23.863349076360464 78.528834803495556 leaf_count=743 412 144 978 internal_value=0 0.000455633 -0.000235401 internal_weight=0 78.5301 144.274 internal_count=2277 556 1721 is_linear=0 shrinkage=0.00145878 Tree=2079 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=14.0314 13.0719 10.9935 threshold=0.10114000000000002 0.087885000000000019 -0.008624999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016190033427052622 0.00020230286002763587 -9.3988019843782144e-05 2.3016466439367827e-05 leaf_weight=68.223223304143175 57.50827154237777 24.543303914368153 81.572906126268208 leaf_count=743 412 144 978 internal_value=0 0.000113675 -6.1212e-05 internal_weight=0 82.0516 149.796 internal_count=2277 556 1721 is_linear=0 shrinkage=0.000339971 Tree=2080 num_leaves=4 num_cat=0 split_feature=403 50 1 split_gain=11.603 12.4016 0.408864 threshold=-0.092224999999999988 0.10124500000000002 0.09036000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040007035841838935 3.6518581169726071e-05 -0.00027742767521129287 -0.00024031146172950855 leaf_weight=8.5146016385406238 212.61436559353024 17.725277164252475 2.9121660366654387 leaf_count=213 1755 258 51 internal_value=0 1.23386e-05 -0.000359824 internal_weight=0 230.34 11.4268 internal_count=2277 2013 264 is_linear=0 shrinkage=0.00036078 Tree=2081 num_leaves=4 num_cat=0 split_feature=50 403 47 split_gain=10.6492 11.5978 4.92252 threshold=0.10124500000000002 -0.092224999999999988 0.11768500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015548894378646972 -0.0016709000270571158 0.00015873736123000489 0.00013977171390921052 leaf_weight=9.5114611033350211 12.316814965801315 200.24179512867704 4.8020162191241971 leaf_count=244 251 1755 27 internal_value=0 8.08969e-05 -0.0011634 internal_weight=0 209.753 17.1188 internal_count=2277 1999 278 is_linear=0 shrinkage=0.00151772 Tree=2082 num_leaves=4 num_cat=0 split_feature=50 403 2 split_gain=10.2816 11.2553 5.18086 threshold=0.10124500000000002 -0.092224999999999988 0.13744000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015469898381397277 -0.0016275624167233097 0.00015518242198653124 0.00032095487121251161 leaf_weight=9.3475573291070742 12.782781285932289 200.23532425565645 4.1586904712021342 leaf_count=244 250 1755 28 internal_value=0 7.91302e-05 -0.00114943 internal_weight=0 209.583 16.9415 internal_count=2277 1999 278 is_linear=0 shrinkage=0.00151772 Tree=2083 num_leaves=4 num_cat=0 split_feature=403 50 1 split_gain=9.93131 10.8335 0.384836 threshold=-0.092224999999999988 0.10124500000000002 0.09036000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017782079728748373 0.00016099250901288489 -0.001213318798448727 -0.0010371741123630311 leaf_weight=7.3451156625524145 200.22919169114903 16.054471133742481 2.5518028270453215 leaf_count=213 1755 258 51 internal_value=0 5.8881e-05 -0.00158951 internal_weight=0 216.284 9.89692 internal_count=2277 2013 264 is_linear=0 shrinkage=0.00161061 Tree=2084 num_leaves=4 num_cat=0 split_feature=123 454 133 split_gain=16.5372 13.9016 2.66942 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1368198919873247e-05 0.00014465065171965485 0.00040996900527968678 0.00036880509296203151 leaf_weight=199.30215044692159 16.026341268792752 8.1096605807542783 12.202415335923432 leaf_count=2068 98 19 89 internal_value=0 -5.25122e-05 0.000241729 internal_weight=0 207.412 28.2288 internal_count=2274 2087 187 is_linear=0 shrinkage=0.00036078 Tree=2085 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=15.5921 12.4745 2.84291 threshold=1.0000000180025095e-35 -0.11242499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001052873332271783 0.0001372004777536113 -0.00011037672897712965 0.0003803817577322481 leaf_weight=49.915033267810941 15.735573859885337 155.35182557697408 11.92002415191382 leaf_count=273 98 1814 89 internal_value=0 -5.79285e-05 0.000242206 internal_weight=0 205.267 27.6556 internal_count=2274 2087 187 is_linear=0 shrinkage=0.000375355 Tree=2086 num_leaves=4 num_cat=0 split_feature=123 454 133 split_gain=15.4893 13.3596 2.90921 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9276435362844102e-05 0.0001262758290832311 0.00038717825072745601 0.00035367484287543135 leaf_weight=195.52031429950148 15.517003686167302 8.0081854388117772 12.023451263085006 leaf_count=2068 98 19 89 internal_value=0 -5.12818e-05 0.000225729 internal_weight=0 203.528 27.5405 internal_count=2274 2087 187 is_linear=0 shrinkage=0.00034677 Tree=2087 num_leaves=4 num_cat=0 split_feature=123 454 133 split_gain=13.2716 13.1369 2.92573 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032829917227619835 0.00056324800112991737 0.0019209582185667638 0.0017231278893938087 leaf_weight=187.09826010442339 14.759393326006832 7.887420341372489 11.174252063035963 leaf_count=2068 98 19 89 internal_value=0 -0.000237135 0.00106392 internal_weight=0 194.986 25.9336 internal_count=2274 2087 187 is_linear=0 shrinkage=0.0017092 Tree=2088 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=12.2996 21.8334 5.89747 threshold=0.27467500000000006 0.083830000000000002 -0.19190499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012684296361706039 -6.2458177966125632e-05 0.00010019447132839107 0.000241311794310259 leaf_weight=125.87705475674011 9.1785149574279767 70.569159150589257 26.510986861772835 leaf_count=1593 45 416 213 internal_value=0 -4.52827e-05 0.000163198 internal_weight=0 196.446 35.6895 internal_count=2267 2009 258 is_linear=0 shrinkage=0.000326769 Tree=2089 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=13.1613 21.5994 5.91237 threshold=0.27467500000000006 0.083830000000000002 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001434687932647084 0.00028958996736022364 0.00011000920178803108 -2.9852749450189531e-05 leaf_weight=126.93858425039798 24.782257050275803 70.957392891868949 11.472279244102536 leaf_count=1593 167 416 91 internal_value=0 -5.25801e-05 0.000188544 internal_weight=0 197.896 36.2545 internal_count=2267 2009 258 is_linear=0 shrinkage=0.000367995 Tree=2090 num_leaves=4 num_cat=0 split_feature=43 4 0 split_gain=10.6278 13.6116 10.9631 threshold=-0.082894999999999983 0.15891500000000003 -0.084804999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032495867345952217 -0.00062623138379648492 0.00054907734865552809 0.0011118659059491526 leaf_weight=27.606173508800566 114.40619706897996 40.551138690672815 38.817550532054156 leaf_count=242 1411 270 344 internal_value=0 -0.000318632 0.00051479 internal_weight=0 154.957 66.4237 internal_count=2267 1681 586 is_linear=0 shrinkage=0.00174338 Tree=2091 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=10.1668 13.0338 10.3069 threshold=-0.082894999999999983 0.15891500000000003 0.0060650000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.8586896953683695e-05 -0.00061321455182381944 0.00053839789657409418 0.0013576730638613567 leaf_weight=40.360839217435569 114.21678579295985 40.429693724028766 26.054273097775877 leaf_count=407 1411 270 179 internal_value=0 -0.000312116 0.000503313 internal_weight=0 154.646 66.4151 internal_count=2267 1681 586 is_linear=0 shrinkage=0.00174338 Tree=2092 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=16.7351 17.1152 12.6642 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012096197526060925 0.00020144355897058143 0.00045691299160055174 -0.00010676947799674838 leaf_weight=142.8607823732309 60.967639658600092 7.2764365524053565 25.630757162347436 leaf_count=1669 425 17 149 internal_value=0 -9.29006e-05 0.000110217 internal_weight=0 150.137 86.5984 internal_count=2260 1686 574 is_linear=0 shrinkage=0.000367995 Tree=2093 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=13.9302 16.6878 11.8671 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058054639222170112 0.00097696457029242427 0.0023077381890603682 -0.00055380905269303922 leaf_weight=137.35816891840659 57.60065420717001 7.1876020804047576 24.778568539768457 leaf_count=1669 425 17 149 internal_value=0 -0.000436639 0.000516507 internal_weight=0 144.546 82.3792 internal_count=2260 1686 574 is_linear=0 shrinkage=0.00185009 Tree=2094 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=13.356 16.0076 11.4156 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044843024301671958 0.00075813336891038404 0.0017868371678550759 -0.00042645403800068083 leaf_weight=137.07373854168691 57.219247519038618 7.1560725569725028 24.803512466140091 leaf_count=1669 425 17 149 internal_value=0 -0.000337304 0.000399901 internal_weight=0 144.23 82.0228 internal_count=2260 1686 574 is_linear=0 shrinkage=0.00145878 Tree=2095 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=17.9747 15.6803 11.406 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012469412501316912 0.00021096738758448236 0.00045312640287500043 -9.2335081298034646e-05 leaf_weight=143.74487589020282 61.423994492739439 7.2119331806898108 25.7960598282516 leaf_count=1669 425 17 149 internal_value=0 -9.7035e-05 0.000121263 internal_weight=0 150.957 87.2201 internal_count=2260 1686 574 is_linear=0 shrinkage=0.000382862 Tree=2096 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=10.1709 11.9024 threshold=-0.24689499999999998 0.081875000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026047138680764979 -4.1979244127376191e-05 0.00015931723721062909 leaf_weight=16.307885716669261 180.06645990419202 37.960816753096879 leaf_count=122 1922 237 internal_value=0 -6.92055e-06 internal_weight=0 218.027 internal_count=2281 2159 is_linear=0 shrinkage=0.000326769 Tree=2097 num_leaves=3 num_cat=0 split_feature=1374 41 split_gain=10.3494 9.10548 threshold=0.087110000000000007 0.088180000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020225373043483808 -0.0019766582024539608 -0.0016309665813093409 leaf_weight=207.13337500230409 7.0007261876016846 8.2105658296495658 leaf_count=2164 55 62 internal_value=0 0.000132219 internal_weight=0 215.344 internal_count=2281 2226 is_linear=0 shrinkage=0.0017092 Tree=2098 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=9.89266 8.94063 threshold=0.087110000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0007157435594008282 -0.0017505109946730582 0.00023651159097895795 leaf_weight=26.999435587553307 6.9997877534478894 188.34142577252351 leaf_count=554 55 1672 internal_value=0 0.000117065 internal_weight=0 215.341 internal_count=2281 2226 is_linear=0 shrinkage=0.00154807 Tree=2099 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=9.45573 8.91838 threshold=0.087110000000000007 0.08776500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023494458806103252 -0.0021279137648661023 -0.0015158068320091981 leaf_weight=203.83836777904071 6.99959797784686 11.363017301075159 leaf_count=2137 55 89 internal_value=0 0.000142376 internal_weight=0 215.201 internal_count=2281 2226 is_linear=0 shrinkage=0.00192483 Tree=2100 num_leaves=3 num_cat=0 split_feature=47 157 split_gain=13.2251 12.8416 threshold=0.13148500000000005 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029068790371627475 -0.00043001595506672672 5.0273107238357162e-05 leaf_weight=14.746455145068465 8.1315693836659175 215.71850422373973 leaf_count=182 48 2035 internal_value=0 2.84342e-05 internal_weight=0 230.465 internal_count=2265 2217 is_linear=0 shrinkage=0.000353706 Tree=2101 num_leaves=3 num_cat=0 split_feature=47 157 split_gain=13.0984 12.8862 threshold=0.13148500000000005 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030422456141800629 -0.00044353950109367215 5.1339006817768664e-05 leaf_weight=14.707916588056831 8.2016777638345939 220.00786418421194 leaf_count=182 48 2035 internal_value=0 2.90355e-05 internal_weight=0 234.716 internal_count=2265 2217 is_linear=0 shrinkage=0.000367995 Tree=2102 num_leaves=3 num_cat=0 split_feature=47 157 split_gain=12.8537 12.7358 threshold=0.13148500000000005 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030389768121779248 -0.0004437209623341807 5.0548277950931095e-05 leaf_weight=14.636694394052027 8.0727219544351083 216.88765366282314 leaf_count=182 48 2035 internal_value=0 2.81174e-05 internal_weight=0 231.524 internal_count=2265 2217 is_linear=0 shrinkage=0.000367995 Tree=2103 num_leaves=3 num_cat=0 split_feature=47 157 split_gain=12.8741 13.062 threshold=0.13148500000000005 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028851158503027968 -0.00041557862832832372 4.8332128174078038e-05 leaf_weight=14.758050715550779 8.1590740736573917 219.04170007887296 leaf_count=182 48 2035 internal_value=0 2.70479e-05 internal_weight=0 233.8 internal_count=2265 2217 is_linear=0 shrinkage=0.00034677 Tree=2104 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=13.1704 23.2564 11.1323 threshold=-0.10653 -0.084169999999999981 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1475199538033093e-05 -0.00029323909418421353 1.2195938943360379e-05 0.00030189105811190053 leaf_weight=58.554598527960479 40.74730136920698 113.25906052300707 23.985243606381118 leaf_count=325 657 1197 92 internal_value=0 -6.8643e-05 0.000103012 internal_weight=0 154.006 82.5398 internal_count=2271 1854 417 is_linear=0 shrinkage=0.00034677 Tree=2105 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=11.9221 22.3628 11.3908 threshold=-0.10653 -0.084169999999999981 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6925638974446868e-05 -0.0013088313526060725 6.1351569052393466e-05 0.0013497177044662367 leaf_weight=56.803392388857901 38.768462670734152 108.11141823674552 23.414596565067768 leaf_count=325 657 1197 92 internal_value=0 -0.000300427 0.000441588 internal_weight=0 146.88 80.218 internal_count=2271 1854 417 is_linear=0 shrinkage=0.00154807 Tree=2106 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=13.1447 22.8604 10.7778 threshold=-0.10653 -0.084169999999999981 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0959271907976685e-05 -0.00028577346264097324 9.7993999345603857e-06 0.00029072517854027987 leaf_weight=59.171539353206754 41.102377768838778 114.33014811296016 24.067650536075234 leaf_count=325 657 1197 92 internal_value=0 -6.8387e-05 9.90077e-05 internal_weight=0 155.433 83.2392 internal_count=2271 1854 417 is_linear=0 shrinkage=0.000339971 Tree=2107 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=11.4415 21.6213 10.9685 threshold=-0.10653 -0.084169999999999981 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.141119864494454e-05 -0.0013979662435989091 6.4568830455087356e-05 0.0014365387089341902 leaf_weight=56.838167455978692 38.450877581024542 108.2355499221012 23.284254374913871 leaf_count=325 657 1197 92 internal_value=0 -0.000318937 0.000468377 internal_weight=0 146.686 80.1224 internal_count=2271 1854 417 is_linear=0 shrinkage=0.00167568 Tree=2108 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=13.5201 13.334 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027854591712517322 -5.5564009432179916e-05 0.00015876440852785346 leaf_weight=17.385905593633652 188.6313076862134 37.068992526270449 leaf_count=108 1938 240 internal_value=0 -2.03523e-05 internal_weight=0 225.7 internal_count=2286 2178 is_linear=0 shrinkage=0.000326769 Tree=2109 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=13.3239 14.1641 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029931561627913637 -6.2869854646873519e-05 0.00017502927380368314 leaf_weight=17.226484607905149 187.97673406265676 37.54815560951829 leaf_count=108 1938 240 internal_value=0 -2.325e-05 internal_weight=0 225.525 internal_count=2286 2178 is_linear=0 shrinkage=0.000353706 Tree=2110 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=11.6442 12.5926 threshold=-0.5138299999999999 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036954678994390884 -3.9726079362364884e-05 0.00012552347304105243 leaf_weight=9.0388272483833116 152.62437427393161 77.088709215633571 leaf_count=167 1629 490 internal_value=0 1.57353e-05 internal_weight=0 229.713 internal_count=2286 2119 is_linear=0 shrinkage=0.000333305 Tree=2111 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=11.4061 11.8337 threshold=-0.47365999999999991 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.001608494674703944 -0.001268802910642597 4.5937113365226248e-05 leaf_weight=10.613616412505506 18.642568867886439 200.05967325740494 leaf_count=64 258 1964 internal_value=0 -6.62346e-05 internal_weight=0 218.702 internal_count=2286 2222 is_linear=0 shrinkage=0.00157903 Tree=2112 num_leaves=4 num_cat=0 split_feature=4 133 4 split_gain=13.4194 13.2421 4.45811 threshold=0.28251000000000009 -0.108885 0.41370500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035747187461391926 0.00040163275526582657 -6.2252937466638209e-06 0.00012313392223637623 leaf_weight=14.466963921207933 10.434983044862745 183.88545224023983 23.130474832840264 leaf_count=252 48 1749 179 internal_value=0 -3.18756e-05 0.000209894 internal_weight=0 198.352 33.5655 internal_count=2228 2001 227 is_linear=0 shrinkage=0.000353706 Tree=2113 num_leaves=4 num_cat=0 split_feature=4 133 4 split_gain=14.0574 13.4373 4.42302 threshold=0.28251000000000009 -0.108885 0.41370500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036535631961287507 0.00040983807973024637 -7.8258052114759369e-06 0.00012896437318502712 leaf_weight=14.747850578278301 10.593336777761577 186.35384188219905 23.460944239981472 leaf_count=252 48 1749 179 internal_value=0 -3.40776e-05 0.000216517 internal_weight=0 201.102 34.0543 internal_count=2228 2001 227 is_linear=0 shrinkage=0.00036078 Tree=2114 num_leaves=4 num_cat=0 split_feature=4 133 4 split_gain=11.5174 12.6399 4.6398 threshold=0.28251000000000009 -0.108885 0.41370500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015527531079077574 0.0017507572622913422 -1.5616416680822934e-05 0.00047878463922499949 leaf_weight=13.798921520821748 9.9857180379331094 177.58062874572352 22.02656174544245 leaf_count=252 48 1749 179 internal_value=0 -0.000126591 0.000876363 internal_weight=0 191.38 32.0123 internal_count=2228 2001 227 is_linear=0 shrinkage=0.00154807 Tree=2115 num_leaves=4 num_cat=0 split_feature=4 402 3 split_gain=13.5616 13.2686 4.57213 threshold=0.28251000000000009 0.086350000000000024 0.10561500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.008148298896506e-06 0.00028161056938803792 -0.00034833124874647558 5.7110664954699664e-06 leaf_weight=186.42908725002781 23.975074863992631 14.144794894848017 9.769739203155039 leaf_count=1769 150 232 77 internal_value=0 -3.11097e-05 0.000201781 internal_weight=0 200.574 33.7448 internal_count=2228 2001 227 is_linear=0 shrinkage=0.000339971 Tree=2116 num_leaves=4 num_cat=0 split_feature=52 123 47 split_gain=12.5875 11.5669 4.07047 threshold=0.18829500000000002 1.0000000180025095e-35 0.081320000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6016225215557273e-05 -0.0016482805665498372 0.0010582676458030888 -4.934448109272182e-05 leaf_weight=178.13395679276437 12.703445770312102 24.79823562130332 4.8777034683153024 leaf_count=1799 213 187 41 internal_value=0 0.00010657 -0.00120521 internal_weight=0 202.932 17.5811 internal_count=2240 1986 254 is_linear=0 shrinkage=0.00148796 Tree=2117 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=14.8356 15.269 threshold=-0.49071999999999993 -0.0013399999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001730200499637466 -5.8236102982783016e-05 0.0013566328045932655 leaf_weight=13.533806411549447 181.16094289673492 25.388078073970973 leaf_count=119 1989 132 internal_value=0 0.000115783 internal_weight=0 206.549 internal_count=2240 2121 is_linear=0 shrinkage=0.0017092 Tree=2118 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=14.597 15.9034 3.57347 threshold=1.0000000180025095e-35 -0.49071999999999993 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044385043772207633 0.00011799296323944432 -6.7484453903854467e-06 0.00038122112181798349 leaf_weight=11.962598111480473 13.86447581741959 190.36840272182599 14.105089711956678 leaf_count=109 90 1938 103 internal_value=0 -3.26311e-05 0.000250909 internal_weight=0 202.331 27.9696 internal_count=2240 2047 193 is_linear=0 shrinkage=0.000367995 Tree=2119 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=14.2628 14.7611 threshold=-0.49071999999999993 -0.0013399999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016044124888271224 -5.3740328838969723e-05 0.0012618386589156967 leaf_weight=13.43973978795111 181.31521606980823 25.179595056921244 leaf_count=119 1989 132 internal_value=0 0.000106781 internal_weight=0 206.495 internal_count=2240 2121 is_linear=0 shrinkage=0.00161061 Tree=2120 num_leaves=4 num_cat=0 split_feature=123 484 1 split_gain=12.4852 13.6273 3.72439 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.092810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016166826547143781 0.00011102359921831006 -2.5288072190903359e-06 0.0015413071861686038 leaf_weight=18.251969742355868 8.1602705270051974 174.44858158798888 19.553970042616129 leaf_count=367 28 1700 180 internal_value=0 -0.000155561 0.00112054 internal_weight=0 192.701 27.7142 internal_count=2275 2067 208 is_linear=0 shrinkage=0.00177825 Tree=2121 num_leaves=4 num_cat=0 split_feature=123 484 1 split_gain=14.8161 14.3068 3.32818 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094090000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003108345148462821 5.1646606797003283e-05 -4.1929054401906141e-06 0.00029914835498569194 leaf_weight=19.434668724425137 9.0456891208887118 183.15465438808315 20.585078361444175 leaf_count=367 32 1700 176 internal_value=0 -3.3636e-05 0.000223673 internal_weight=0 202.589 29.6308 internal_count=2275 2067 208 is_linear=0 shrinkage=0.000339971 Tree=2122 num_leaves=4 num_cat=0 split_feature=123 484 1 split_gain=14.7232 13.7061 3.00728 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094165000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031251026193360366 6.5398616205156169e-05 -3.2562305714346404e-06 0.00030426091471870339 leaf_weight=19.019965126411989 9.2329225093126315 181.69043894670904 20.284343705512583 leaf_count=367 33 1700 175 internal_value=0 -3.25891e-05 0.000229636 internal_weight=0 200.71 29.5173 internal_count=2275 2067 208 is_linear=0 shrinkage=0.00034677 Tree=2123 num_leaves=4 num_cat=0 split_feature=123 484 1 split_gain=14.492 13.5064 3.10799 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094165000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031632831831690056 6.2269287075614524e-05 -3.7389194558222719e-06 0.00031007254251135783 leaf_weight=19.08261398319155 9.2404903620481509 182.66092544212006 20.178144875913858 leaf_count=367 33 1700 175 internal_value=0 -3.33334e-05 0.000232328 internal_weight=0 201.744 29.4186 internal_count=2275 2067 208 is_linear=0 shrinkage=0.000353706 Tree=2124 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=11.8655 13.3576 8.46261 threshold=0.27467500000000006 0.092680000000000026 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8412292252650919e-05 0.00031446398404443943 0.0001615032120184614 -9.1367298239101107e-05 leaf_weight=161.24670377443545 23.408848796971142 35.283501578494906 9.8876801393926126 leaf_count=1785 158 238 84 internal_value=0 -4.35331e-05 0.000193966 internal_weight=0 196.53 33.2965 internal_count=2265 2023 242 is_linear=0 shrinkage=0.000367995 Tree=2125 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=12.0935 13.4952 9.44491 threshold=0.27467500000000006 0.092680000000000026 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011625676429134978 0.00028367276726182217 0.00012157647976327863 -0.00013667274198108978 leaf_weight=165.48549240687862 21.575530204921964 34.68866179510951 9.1385469725355488 leaf_count=1785 158 238 84 internal_value=0 -7.50344e-05 0.000158598 internal_weight=0 200.174 30.7141 internal_count=2265 2023 242 is_linear=0 shrinkage=0.00034677 Tree=2126 num_leaves=4 num_cat=0 split_feature=4 3 3 split_gain=13.5963 11.3415 8.43415 threshold=0.27467500000000006 0.11429000000000002 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1840210866298465e-05 0.00031618750273311355 0.00021487070365525806 -7.667160692692728e-05 leaf_weight=178.12601503357291 24.519137734547257 19.953155748546124 10.007446960546075 leaf_count=1929 158 94 84 internal_value=0 -4.2941e-05 0.000202339 internal_weight=0 198.079 34.5266 internal_count=2265 2023 242 is_linear=0 shrinkage=0.00036078 Tree=2127 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=12.0457 13.9234 8.52379 threshold=0.27467500000000006 0.092680000000000026 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9678890766401102e-05 0.00027943818432992271 0.00014573097480647122 -8.2534389482438834e-05 leaf_weight=163.37638056604192 23.541401800699532 35.625208135694265 9.8404811555519682 leaf_count=1785 158 238 84 internal_value=0 -3.9316e-05 0.000172748 internal_weight=0 199.002 33.3819 internal_count=2265 2023 242 is_linear=0 shrinkage=0.000326769 Tree=2128 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=10.6116 12.3101 10.0179 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065805870319633828 -0.0011619120887155379 -0.00090121987086610469 0.00035792660468686102 leaf_weight=18.321810930967331 13.468086737673728 63.249608816113323 125.446827782318 leaf_count=138 208 962 981 internal_value=0 -0.000550917 0.000210436 internal_weight=0 81.5714 138.915 internal_count=2289 1100 1189 is_linear=0 shrinkage=0.00167568 Tree=2129 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=10.1936 11.8387 9.6306 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054071822641629634 -0.00095881391586487112 -0.00074190528472257056 0.00029302318635161351 leaf_weight=18.240600132383406 13.351905668154357 62.85217572376132 125.34409990720451 leaf_count=138 208 962 981 internal_value=0 -0.000453339 0.000172397 internal_weight=0 81.0928 138.696 internal_count=2289 1100 1189 is_linear=0 shrinkage=0.00140214 Tree=2130 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=12.5691 13.1943 3.09109 threshold=1.0000000180025095e-35 -0.11242499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011075227032349339 0.00010825214659974002 -8.9138800686462336e-05 0.00033716635769600532 leaf_weight=47.940429588779807 16.855132726952437 156.03531014220789 10.732792344875632 leaf_count=271 98 1835 85 internal_value=0 -4.21524e-05 0.00019748 internal_weight=0 203.976 27.5879 internal_count=2289 2106 183 is_linear=0 shrinkage=0.000333305 Tree=2131 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=10.089 12.6328 3.21232 threshold=1.0000000180025095e-35 -0.11242499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059170031352162838 0.00046858123839700177 -0.00045512931380583134 0.001739229928507021 leaf_weight=45.897392398677766 15.740466037765147 147.87329187011346 9.8217535186558944 leaf_count=271 98 1835 85 internal_value=0 -0.000207139 0.000957735 internal_weight=0 193.771 25.5622 internal_count=2289 2106 183 is_linear=0 shrinkage=0.00174338 Tree=2132 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=10.276 12.6684 11.2045 threshold=0.08826500000000001 -1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015132288677323168 8.385653187162742e-05 -0.00017459294662361502 -0.00026155407179650548 leaf_weight=19.35589571390301 138.02527228882536 64.919128940207884 12.823604996781794 leaf_count=140 1016 957 156 internal_value=0 -9.97208e-05 5.44639e-05 internal_weight=0 84.275 150.849 internal_count=2269 1097 1172 is_linear=0 shrinkage=0.000353706 Tree=2133 num_leaves=4 num_cat=0 split_feature=403 475 3 split_gain=12.2296 14.0079 13.6938 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001659973885590151 -0.00035299236746899083 5.5834535910980429e-05 -0.00039213898438449177 leaf_weight=8.4690471552312392 12.040824519935994 192.68411590973847 19.946683690184727 leaf_count=56 150 1561 502 internal_value=0 3.17589e-05 -0.000225792 internal_weight=0 204.725 28.4157 internal_count=2269 1711 558 is_linear=0 shrinkage=0.000367995 Tree=2134 num_leaves=4 num_cat=0 split_feature=403 475 3 split_gain=12.1088 14.0206 13.2226 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001508866528505349 -0.00033970032247386187 5.1949479352471704e-05 -0.00037552817497302806 leaf_weight=8.5189721398055571 12.133241277653722 193.86731679877266 19.86079485854134 leaf_count=56 150 1561 502 internal_value=0 2.88523e-05 -0.000217515 internal_weight=0 206.001 28.3798 internal_count=2269 1711 558 is_linear=0 shrinkage=0.000353706 Tree=2135 num_leaves=4 num_cat=0 split_feature=403 3 133 split_gain=12.0287 13.345 13.2645 threshold=-1.0000000180025095e-35 -0.10175499999999998 0.08955500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016055339066734902 -6.2380704376436797e-06 -0.00039117132582632913 0.00026580042921135034 leaf_weight=8.4812335558235663 176.2484070728533 19.702579136705026 28.129810631508008 leaf_count=56 1426 502 285 internal_value=0 -0.000225147 3.12256e-05 internal_weight=0 28.1838 204.378 internal_count=2269 558 1711 is_linear=0 shrinkage=0.000367995 Tree=2136 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=13.1662 13.4057 12.5245 threshold=0.0095750000000000019 0.11951500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4243693548708997e-05 -0.00015179999793213028 -0.00041779452003399089 0.00029225797103263627 leaf_weight=190.0057384823449 9.7771629299968463 9.996858196333049 29.324069396592677 leaf_count=1977 51 59 214 internal_value=0 -3.44526e-05 0.000181203 internal_weight=0 200.003 39.1012 internal_count=2301 2036 265 is_linear=0 shrinkage=0.000339971 Tree=2137 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=10.917 15.1717 11.8843 threshold=0.0095750000000000019 0.11951500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7983486009009592e-05 -0.00083860961108882498 -0.0024367887769536039 0.0015584467271744795 leaf_weight=179.81228382140398 9.5635917242616397 9.5664347996935231 27.125156105495989 leaf_count=1977 51 59 214 internal_value=0 -0.000168887 0.000933499 internal_weight=0 189.379 36.6887 internal_count=2301 2036 265 is_linear=0 shrinkage=0.00185009 Tree=2138 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=10.53 14.4379 11.523 threshold=0.0095750000000000019 0.11951500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5090488087516256e-05 -0.00078897523274493598 -0.0022808285860321069 0.0014848127614672476 leaf_weight=179.79417386231944 9.551910241134463 9.6034474140033108 26.755383471027017 leaf_count=1977 51 59 214 internal_value=0 -0.000158673 0.000886513 internal_weight=0 189.398 36.3073 internal_count=2301 2036 265 is_linear=0 shrinkage=0.00177825 Tree=2139 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=12.6748 12.7269 11.8271 threshold=0.0095750000000000019 0.11951500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4421031488181013e-05 -0.00014087180267812472 -0.00040178338567634824 0.00028392592875618657 leaf_weight=188.13507872796617 9.7607419695705158 9.9004443604499084 28.528110862709582 leaf_count=1977 51 59 214 internal_value=0 -3.38234e-05 0.000175619 internal_weight=0 198.036 38.2889 internal_count=2301 2036 265 is_linear=0 shrinkage=0.000333305 Tree=2140 num_leaves=4 num_cat=0 split_feature=1 50 2 split_gain=12.2929 13.6505 5.64646 threshold=0.11588000000000001 0.079410000000000008 0.14045000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2234934014224389e-05 0.00032387274420982523 -0.001538247692972517 0.0015911862279051594 leaf_weight=163.78248071786948 24.033810774795711 17.250933220144361 13.791243251413105 leaf_count=1585 198 385 105 internal_value=0 -0.000203034 0.000786513 internal_weight=0 181.033 37.8251 internal_count=2273 1970 303 is_linear=0 shrinkage=0.00157903 Tree=2141 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=11.4474 18.8444 14.408 threshold=0.089765000000000025 -0.060004999999999996 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020082910938587484 0.00013862060053715716 0.00022497687764084134 -0.00016070937035105064 leaf_weight=75.577280032448471 100.50052047427744 20.038658877834678 32.420178233180195 leaf_count=1102 603 131 437 internal_value=0 -0.000111564 6.55996e-05 internal_weight=0 95.6159 132.921 internal_count=2273 1233 1040 is_linear=0 shrinkage=0.00039052 Tree=2142 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=14.1952 15.7081 5.52179 threshold=0.11588000000000001 0.080930000000000016 0.14045000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010080278411677466 8.7607956905085243e-05 0.00017041674596283843 0.00037168588608088815 leaf_weight=154.32611169642769 25.458916426636279 35.566989306360483 14.564078336581586 leaf_count=1799 198 171 105 internal_value=0 -4.99913e-05 0.00019111 internal_weight=0 189.893 40.023 internal_count=2273 1970 303 is_linear=0 shrinkage=0.000367995 Tree=2143 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=14.5149 14.591 5.63877 threshold=0.11588000000000001 0.080930000000000016 0.14045000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1641151929798317e-05 7.7822786177424866e-05 0.00014529309108340753 0.00033639679354147297 leaf_weight=154.40900203562342 25.541795644909143 35.496759325265884 14.792491629719732 leaf_count=1799 198 171 105 internal_value=0 -4.73438e-05 0.000172768 internal_weight=0 189.906 40.3343 internal_count=2273 1970 303 is_linear=0 shrinkage=0.000333305 Tree=2144 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=13.6457 12.5901 threshold=-0.24689499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031882707735132406 -0.00024678796850539296 1.7370905814956864e-05 leaf_weight=17.175958363339305 26.741901384666562 191.80811684718356 leaf_count=120 562 1602 internal_value=0 -1.49705e-05 internal_weight=0 218.55 internal_count=2284 2164 is_linear=0 shrinkage=0.00036078 Tree=2145 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=13.3731 12.8023 threshold=-0.24689499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034373616802561326 -0.00027023901948775719 1.8821842122840538e-05 leaf_weight=16.904990551061928 26.621393092442304 190.12260699435137 leaf_count=120 562 1602 internal_value=0 -1.67025e-05 internal_weight=0 216.744 internal_count=2284 2164 is_linear=0 shrinkage=0.00039052 Tree=2146 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=11.9946 11.9306 threshold=-0.24689499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0014125996001609479 -0.0011147084895200391 8.5963400062981078e-05 leaf_weight=16.062247051857412 25.398504825308919 184.18133548856713 leaf_count=120 562 1602 internal_value=0 -5.96316e-05 internal_weight=0 209.58 internal_count=2284 2164 is_linear=0 shrinkage=0.00164282 Tree=2147 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=12.987 12.6342 threshold=-0.24689499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031270667444533579 -0.00024592051519890974 1.6871298257746281e-05 leaf_weight=16.869289095513523 27.149649809114635 192.7599354502745 leaf_count=120 562 1602 internal_value=0 -1.5591e-05 internal_weight=0 219.91 internal_count=2284 2164 is_linear=0 shrinkage=0.00036078 Tree=2148 num_leaves=4 num_cat=0 split_feature=1212 160 3 split_gain=9.50107 9.84506 0.00392559 threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.074084999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004195770846197882 -0.00040178357907329416 2.2282570133307777e-05 -0.0004669526216925499 leaf_weight=4.1866420865990222 9.033188510918988 214.86130945966579 3.5788834206759921 leaf_count=113 155 1939 41 internal_value=0 5.14051e-06 -0.000442503 internal_weight=0 223.894 7.76553 internal_count=2248 2094 154 is_linear=0 shrinkage=0.00039833 Tree=2149 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=9.04045 16.4806 11.0124 threshold=-0.10075499999999998 -0.063304999999999986 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011772039508530076 -0.0010884006173073966 0.00017168590518877819 -0.00065498705797490374 leaf_weight=38.898782995529473 60.342597800074145 105.9513510982506 17.659177912399173 leaf_count=203 1270 645 130 internal_value=0 -0.00028563 0.000605108 internal_weight=0 166.294 56.558 internal_count=2248 1915 333 is_linear=0 shrinkage=0.00192483 Tree=2150 num_leaves=4 num_cat=0 split_feature=1212 481 3 split_gain=9.64639 9.65348 0.00587937 threshold=-1.0000000180025095e-35 -0.0079799999999999992 -0.074084999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039601688890712652 -0.00033603623001354321 2.0279456196810373e-05 -0.00044184520903408129 leaf_weight=4.2853179797530174 11.254746441263704 215.20830746390857 3.6464424673467866 leaf_count=113 240 1854 41 internal_value=0 2.54447e-06 -0.000418096 internal_weight=0 226.463 7.93176 internal_count=2248 2094 154 is_linear=0 shrinkage=0.000375355 Tree=2151 num_leaves=4 num_cat=0 split_feature=401 123 2 split_gain=8.84906 9.58925 2.20846 threshold=0.082755000000000009 1.0000000180025095e-35 0.092155000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6049457536187244e-05 -0.0018038876323980811 0.00096435347192317907 -0.00042514065953431162 leaf_weight=188.22705701878294 7.680636025965212 22.382857992313802 4.1239785216748714 leaf_count=1866 143 183 56 internal_value=0 2.56608e-05 -0.00132368 internal_weight=0 210.61 11.8046 internal_count=2248 2049 199 is_linear=0 shrinkage=0.00151772 Tree=2152 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=11.9875 10.7025 3.76538 threshold=0.12796000000000002 0.080930000000000016 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1282951870430445e-05 0.0004069991547080058 0.00016934416445351175 0.00010000171556180451 leaf_weight=175.89913757378235 13.344325073063375 37.151605686172843 11.228685821406541 leaf_count=1899 99 180 92 internal_value=0 -2.10548e-05 0.000266903 internal_weight=0 213.051 24.573 internal_count=2270 2079 191 is_linear=0 shrinkage=0.00039052 Tree=2153 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=9.93805 9.77 4.09598 threshold=0.12796000000000002 0.080930000000000016 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023495106994734556 0.0017114530281599084 0.00071103711889229692 0.00031775797825345941 leaf_weight=167.79299322492443 12.387231670320036 35.72141969576478 10.534149209037421 leaf_count=1899 99 180 92 internal_value=0 -6.88574e-05 0.00107174 internal_weight=0 203.514 22.9214 internal_count=2270 2079 191 is_linear=0 shrinkage=0.00164282 Tree=2154 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=11.9282 10.3142 3.64592 threshold=0.12796000000000002 0.080930000000000016 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7256093624492899e-05 0.0003885734051402759 0.00015961671868594112 9.9681995594135897e-05 leaf_weight=178.01784676057287 13.3314815312624 37.365321818739176 11.451963628642259 leaf_count=1899 99 180 92 internal_value=0 -1.96215e-05 0.000255262 internal_weight=0 215.383 24.7834 internal_count=2270 2079 191 is_linear=0 shrinkage=0.000375355 Tree=2155 num_leaves=4 num_cat=0 split_feature=484 52 12 split_gain=9.68045 10.8325 6.56233 threshold=-0.0048499999999999993 -0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010694057598335024 -0.0018409983742915775 0.00022079590471212724 -0.0014866437724552117 leaf_weight=3.2388428673148182 7.1035027061589053 199.78014386584982 16.240679576992989 leaf_count=15 124 1784 347 internal_value=0 0.000149839 -0.00106102 internal_weight=0 206.884 19.4795 internal_count=2270 1908 362 is_linear=0 shrinkage=0.00164282 Tree=2156 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=11.9234 19.0104 15.133 threshold=0.077765000000000015 0.0060650000000000009 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022173350358123685 -0.00029724555231606107 0.00014038881483617496 0.00011252262140737116 leaf_weight=53.122978099156171 12.806127563118933 29.242975093889982 137.56677756179124 leaf_count=917 129 265 942 internal_value=0 -9.31639e-05 7.75924e-05 internal_weight=0 82.366 150.373 internal_count=2253 1182 1071 is_linear=0 shrinkage=0.00036078 Tree=2157 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=11.1543 11.0202 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035092087628676755 -0.0019598912955568586 0.00041572199749710019 leaf_weight=74.772821288555861 6.6998237092047921 139.08652506116778 leaf_count=1156 75 1022 internal_value=0 0.000147669 internal_weight=0 213.859 internal_count=2253 2178 is_linear=0 shrinkage=0.00161061 Tree=2158 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=10.7769 10.5454 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037212961227576033 -0.0020986979462561703 0.00044033179869188484 leaf_weight=74.614037659950554 6.6216496704146257 138.95144700538367 leaf_count=1156 75 1022 internal_value=0 0.000156472 internal_weight=0 213.565 internal_count=2253 2178 is_linear=0 shrinkage=0.00174338 Tree=2159 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=10.4104 10.0906 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035740362422833542 -0.0020350695388211431 0.00042242039040162808 leaf_weight=74.458884564694017 6.5457020504400125 138.82009241729975 leaf_count=1156 75 1022 internal_value=0 0.000150165 internal_weight=0 213.279 internal_count=2253 2178 is_linear=0 shrinkage=0.0017092 Tree=2160 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=14.1969 15.0701 11.1449 threshold=0.10098000000000001 0.10019500000000002 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001145930636862247 0.00018613332802495684 -0.00015442027379510001 -0.00013024211077301557 leaf_weight=28.911792492493987 63.475092654116452 21.834905120544136 118.702930258587 leaf_count=139 464 129 1557 internal_value=0 9.89543e-05 -8.22801e-05 internal_weight=0 85.31 147.615 internal_count=2289 593 1696 is_linear=0 shrinkage=0.000353706 Tree=2161 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=14.648 15.0389 13.4174 threshold=0.10098000000000001 0.10019500000000002 0.15480500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011278948784481005 0.0001839725776923896 -0.00014893820088623754 0.00025387558998959047 leaf_weight=136.08610890130512 64.073407181538641 21.873961473815143 13.143407892435787 leaf_count=1659 464 129 37 internal_value=0 9.92311e-05 -8.04671e-05 internal_weight=0 85.9474 149.23 internal_count=2289 593 1696 is_linear=0 shrinkage=0.00034677 Tree=2162 num_leaves=4 num_cat=0 split_feature=15 2 49 split_gain=11.7862 13.2403 8.9463 threshold=0.091545000000000015 0.08826500000000001 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004277611613844642 6.93421792269751e-05 0.00035202784204292896 -0.0017092681428460606 leaf_weight=74.47927985782735 9.976210530847311 122.55855344096199 15.143948270473629 leaf_count=973 40 945 331 internal_value=0 5.72587e-05 -0.0010034 internal_weight=0 197.038 25.1202 internal_count=2289 1918 371 is_linear=0 shrinkage=0.00145878 Tree=2163 num_leaves=4 num_cat=0 split_feature=15 2 49 split_gain=11.4034 12.6703 8.81077 threshold=0.091545000000000015 0.08826500000000001 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052085508236878819 8.4306260846535631e-05 0.0004283004329368435 -0.0021190637263363865 leaf_weight=74.350010627415031 9.9740897305309772 122.44145511323586 14.850932523608208 leaf_count=973 40 945 331 internal_value=0 6.96831e-05 -0.00123442 internal_weight=0 196.791 24.825 internal_count=2289 1918 371 is_linear=0 shrinkage=0.00181381 Tree=2164 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=13.6179 18.6926 8.92581 threshold=0.18829500000000002 0.089735000000000023 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6829662085974203e-05 -0.0020847460648675169 0.0013682087903993719 0.00045461085441330154 leaf_weight=173.54783889348619 13.062510063173251 30.85723301814869 5.521162229590117 leaf_count=1724 199 295 59 internal_value=0 0.000166894 -0.00133062 internal_weight=0 204.405 18.5837 internal_count=2277 2019 258 is_linear=0 shrinkage=0.00167568 Tree=2165 num_leaves=4 num_cat=0 split_feature=1213 52 0 split_gain=13.2967 15.1947 3.11266 threshold=-1.0000000180025095e-35 0.18829500000000002 -0.11503999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5802671734951287e-05 0.00024384212797523227 -0.001095436271407178 -0.0015629911374098859 leaf_weight=2.9923255853354922 189.59835873078555 18.239168630680069 11.937117920955641 leaf_count=21 1665 251 340 internal_value=0 0.000126221 -0.00124291 internal_weight=0 207.838 14.9294 internal_count=2277 1916 361 is_linear=0 shrinkage=0.00140214 Tree=2166 num_leaves=4 num_cat=0 split_feature=1213 52 0 split_gain=12.8989 14.6028 3.25839 threshold=-1.0000000180025095e-35 0.18829500000000002 -0.12562499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015730191975260748 0.00034731607784444207 -0.0015719267633086662 -0.0022718367362211892 leaf_weight=2.8572037257254115 189.57088122842833 18.103206097381189 11.830145736690609 leaf_count=19 1665 251 342 internal_value=0 0.000179884 -0.00179969 internal_weight=0 207.674 14.6873 internal_count=2277 1916 361 is_linear=0 shrinkage=0.00204265 Tree=2167 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=13.1247 15.781 3.09726 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.11503999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9475149389765539e-06 1.2754803689077447e-05 0.00057084048729544258 -0.00042461744414776562 leaf_weight=3.0404573176056138 206.5726703396067 7.6850170670077196 11.981120287673546 leaf_count=21 1832 84 340 internal_value=0 3.28214e-05 -0.000337165 internal_weight=0 214.258 15.0216 internal_count=2277 1916 361 is_linear=0 shrinkage=0.000382862 Tree=2168 num_leaves=3 num_cat=0 split_feature=1429 43 split_gain=11.6299 10.433 threshold=-1.0000000180025095e-35 0.25537500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041315664652027951 2.8391551376291494e-05 -0.000364990806843797 leaf_weight=7.9271094526629886 216.92724482552148 8.4026624080724996 leaf_count=114 2036 125 internal_value=0 1.36925e-05 internal_weight=0 225.33 internal_count=2275 2161 is_linear=0 shrinkage=0.00034677 Tree=2169 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=12.4058 12.3862 threshold=-0.23832999999999996 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025610668336000072 -6.2748788422843779e-05 0.00015586783499922375 leaf_weight=19.604899732396007 179.38727593049407 35.938967345282435 leaf_count=129 1900 246 internal_value=0 -2.62501e-05 internal_weight=0 215.326 internal_count=2275 2146 is_linear=0 shrinkage=0.000339971 Tree=2170 num_leaves=3 num_cat=0 split_feature=1429 43 split_gain=11.177 10.2587 threshold=-1.0000000180025095e-35 0.25537500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018191557550199815 0.00012495815739950794 -0.0016175350189657348 leaf_weight=7.5297568645328274 207.61983645590954 8.0666983774863166 leaf_count=114 2036 125 internal_value=0 5.96513e-05 internal_weight=0 215.687 internal_count=2275 2161 is_linear=0 shrinkage=0.00151772 Tree=2171 num_leaves=3 num_cat=0 split_feature=1429 43 split_gain=11.1007 10.1746 threshold=-1.0000000180025095e-35 0.25537500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042614141374198078 2.8344238731902785e-05 -0.00037608626398991552 leaf_weight=7.7201511242892584 217.39945979253389 8.390948183834551 leaf_count=114 2036 125 internal_value=0 1.3284e-05 internal_weight=0 225.79 internal_count=2275 2161 is_linear=0 shrinkage=0.00036078 Tree=2172 num_leaves=4 num_cat=0 split_feature=40 50 0 split_gain=15.4705 12.8474 2.54691 threshold=-0.076644999999999977 1.0000000180025095e-35 -0.081839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013522588357264909 -4.503145764213535e-06 -0.00024998566239072098 0.000339994272679348 leaf_weight=13.271362400613727 176.96124204760417 24.948496093740687 11.809514229185877 leaf_count=79 1619 427 88 internal_value=0 -3.48564e-05 0.000231828 internal_weight=0 201.91 25.0809 internal_count=2213 2046 167 is_linear=0 shrinkage=0.000320362 Tree=2173 num_leaves=4 num_cat=0 split_feature=40 3 1 split_gain=13.8927 13.124 1.72015 threshold=-0.076644999999999977 -0.10075499999999998 0.099515000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063965926390053282 0.00052225970045945407 -0.00043127245431710272 0.0015146810330562916 leaf_weight=10.565032776445152 50.706701192073524 142.98973258282058 13.107045581564305 leaf_count=43 301 1745 124 internal_value=0 -0.000181626 0.00112498 internal_weight=0 193.696 23.6721 internal_count=2213 2046 167 is_linear=0 shrinkage=0.00161061 Tree=2174 num_leaves=4 num_cat=0 split_feature=40 3 0 split_gain=13.4107 12.5646 2.71002 threshold=-0.076644999999999977 -0.097604999999999983 -0.081839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007009507759706715 0.00057526378874125515 -0.00050329491830648234 0.0019892168459151832 leaf_weight=12.473852623254063 52.931439588777721 140.57417460530996 10.927912744693456 leaf_count=79 323 1723 88 internal_value=0 -0.000208239 0.00130366 internal_weight=0 193.506 23.4018 internal_count=2213 2046 167 is_linear=0 shrinkage=0.00188709 Tree=2175 num_leaves=4 num_cat=0 split_feature=40 50 0 split_gain=14.6307 13.025 2.51366 threshold=-0.076644999999999977 1.0000000180025095e-35 -0.081839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014924202740420467 -6.8021549163787324e-06 -0.00028891337420311122 0.00038612659122267562 leaf_weight=13.118295311927797 177.7273476626724 25.301088669337332 11.330356584861873 leaf_count=79 1619 427 88 internal_value=0 -4.19823e-05 0.000259238 internal_weight=0 203.028 24.4487 internal_count=2213 2046 167 is_linear=0 shrinkage=0.000367995 Tree=2176 num_leaves=4 num_cat=0 split_feature=123 403 0 split_gain=10.7587 11.0477 3.17845 threshold=1.0000000180025095e-35 0.03138500000000001 -0.070664999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030552120102395633 0.00066731376451654458 0.0011477077976871659 0.0021009171466346184 leaf_weight=170.10870208614506 15.050887209363284 22.857120237313211 9.8826640844345075 leaf_count=1835 108 282 83 internal_value=0 -0.000133287 0.00123671 internal_weight=0 192.966 24.9336 internal_count=2308 2117 191 is_linear=0 shrinkage=0.00196333 Tree=2177 num_leaves=4 num_cat=0 split_feature=123 484 0 split_gain=12.8686 11.6748 2.933 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.070664999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031638631666129868 0.00014499778244900425 -1.0331190441485314e-06 0.00039496777549621263 leaf_weight=17.380318633746356 16.14531379938126 184.23278432292864 10.506504551507531 leaf_count=356 108 1761 83 internal_value=0 -2.82459e-05 0.000243752 internal_weight=0 201.613 26.6518 internal_count=2308 2117 191 is_linear=0 shrinkage=0.000367995 Tree=2178 num_leaves=4 num_cat=0 split_feature=123 403 0 split_gain=10.4136 10.5082 3.14482 threshold=1.0000000180025095e-35 0.03138500000000001 -0.070664999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024518650640953165 0.0005391825275876999 0.00091515047376658303 0.00171553252517418 leaf_weight=170.17656272021122 15.007275661453606 22.960868706461042 9.7199363373219949 leaf_count=1835 108 282 83 internal_value=0 -0.000107165 0.00100256 internal_weight=0 193.137 24.7272 internal_count=2308 2117 191 is_linear=0 shrinkage=0.00161061 Tree=2179 num_leaves=4 num_cat=0 split_feature=123 484 0 split_gain=12.2727 10.5116 3.20733 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.070664999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002990252167482956 9.6562923386865385e-05 -3.4221382912141288e-05 0.00034461354383493234 leaf_weight=18.248119493480772 15.130606335587801 188.59303701575845 9.3848891621455532 leaf_count=356 108 1761 83 internal_value=0 -5.76086e-05 0.000191715 internal_weight=0 206.841 24.5155 internal_count=2308 2117 191 is_linear=0 shrinkage=0.000333305 Tree=2180 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=16.9964 16.7138 3.80052 threshold=0.12541500000000003 0.088485000000000022 -0.053734999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002186501812688287 0.00040752830135415581 1.0233864498670475e-05 8.6483949143622738e-05 leaf_weight=78.608047792222351 13.641420012339951 127.63658918114379 9.5794407036155445 leaf_count=1069 140 1019 53 internal_value=0 -7.70151e-05 0.000275266 internal_weight=0 206.245 23.2209 internal_count=2281 2088 193 is_linear=0 shrinkage=0.00039052 Tree=2181 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=15.4815 20.1934 14.5398 threshold=0.088485000000000022 -0.0091949999999999983 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00096995736100884773 -0.0019707176759211557 -0.0014593019523014361 0.00042059882201298909 leaf_weight=18.423682185821235 11.586827378720043 63.247513611102477 123.49786039884202 leaf_count=137 97 1008 1039 internal_value=0 -0.000911202 0.000215235 internal_weight=0 81.6712 135.085 internal_count=2281 1145 1136 is_linear=0 shrinkage=0.00204265 Tree=2182 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=16.8817 15.6368 3.71075 threshold=0.12541500000000003 0.088435000000000014 -0.053734999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019786790768482461 0.00037867933221566745 9.1839900764092326e-06 8.4737456175428688e-05 leaf_weight=76.014665253227577 13.507930003106596 126.39741931017488 9.5508091207593662 leaf_count=1062 140 1026 53 internal_value=0 -6.85845e-05 0.000257101 internal_weight=0 202.412 23.0587 internal_count=2281 2088 193 is_linear=0 shrinkage=0.00036078 Tree=2183 num_leaves=4 num_cat=0 split_feature=1 457 15 split_gain=14.9576 13.8451 3.89025 threshold=0.12541500000000003 0.069910000000000014 -0.053734999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062092843380496979 0.0021052443138381734 0.00079133937697344807 0.00038408192240337762 leaf_weight=160.91334688523784 12.47554622590542 33.64447663910687 9.1212277617305499 leaf_count=1904 140 184 53 internal_value=0 -0.000376654 0.00137931 internal_weight=0 194.558 21.5968 internal_count=2281 2088 193 is_linear=0 shrinkage=0.00200259 Tree=2184 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=10.4694 11.2688 5.34607 threshold=0.080930000000000016 0.12212000000000002 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5935430355318045e-05 3.8059379784103203e-05 0.00019191650368180501 0.00030646939671669955 leaf_weight=169.40365972975269 16.848280649632215 25.341457281261683 18.965816201642156 leaf_count=1870 80 202 99 internal_value=0 -2.36677e-05 0.000180287 internal_weight=0 194.745 35.8141 internal_count=2251 2072 179 is_linear=0 shrinkage=0.00034677 Tree=2185 num_leaves=4 num_cat=0 split_feature=457 1456 1 split_gain=8.79896 10.3031 4.97947 threshold=0.080930000000000016 -1.0000000180025095e-35 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019536603023630615 0.00015920410184723302 -1.9994567027917633e-05 0.001463910367356802 leaf_weight=8.4164888930972648 16.504392728209496 176.06032088235952 17.713611589744687 leaf_count=206 80 1866 99 internal_value=0 -0.000108408 0.00083505 internal_weight=0 184.477 34.218 internal_count=2251 2072 179 is_linear=0 shrinkage=0.0017092 Tree=2186 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=9.90338 10.5517 threshold=-0.24689499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026724217860537452 -4.3852190165011477e-05 0.00021989320394920372 leaf_weight=17.328736077994108 189.13681909139268 22.026130579411983 leaf_count=122 1967 162 internal_value=0 -1.63239e-05 internal_weight=0 211.163 internal_count=2251 2129 is_linear=0 shrinkage=0.00036078 Tree=2187 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=10.5711 10.2425 threshold=-0.24689499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030160513952817139 -4.6207726313618142e-05 0.00024033543094077942 leaf_weight=17.928625278174877 191.9142369965557 22.049888488836586 leaf_count=122 1967 162 internal_value=0 -1.66595e-05 internal_weight=0 213.964 internal_count=2251 2129 is_linear=0 shrinkage=0.00039833 Tree=2188 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=13.5953 20.5335 8.67983 threshold=0.0095750000000000019 -0.09194999999999999 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015508686759400497 -0.00010803512821011085 -0.00010232037568100395 0.00026259377090969566 leaf_weight=42.411603720858693 8.9228286854922754 150.31871437537484 27.536965333856642 leaf_count=292 43 1777 211 internal_value=0 -4.56664e-05 0.00017188 internal_weight=0 192.73 36.4598 internal_count=2323 2069 254 is_linear=0 shrinkage=0.000326769 Tree=2189 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=13.9287 19.6829 8.47838 threshold=0.0095750000000000019 -0.09194999999999999 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016443759938700324 -8.7705545410352002e-05 -0.00010950739504629419 0.00029444338094396195 leaf_weight=42.010403998196125 10.012843909673391 149.63055765628815 26.359841404482722 leaf_count=292 48 1777 206 internal_value=0 -4.94444e-05 0.000189253 internal_weight=0 191.641 36.3727 internal_count=2323 2069 254 is_linear=0 shrinkage=0.000353706 Tree=2190 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=12.5689 18.5338 7.55579 threshold=-0.09194999999999999 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00117378849722165 -0.00054070136052434257 0.00098137917124289085 -0.00058946609256368152 leaf_weight=34.725820285733789 144.15035749715753 30.662539109122008 9.8543714173138124 leaf_count=267 1777 218 61 internal_value=0 -0.000273647 0.000783939 internal_weight=0 174.813 44.5802 internal_count=2323 1995 328 is_linear=0 shrinkage=0.00177825 Tree=2191 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=12.0445 17.7855 7.27896 threshold=-0.09194999999999999 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012309240714964225 -0.00055090699050690185 0.0010048550579033889 -0.00049830251578568082 leaf_weight=33.368801448959857 143.89755807048641 30.459828195162117 11.090874165296553 leaf_count=257 1777 218 71 internal_value=0 -0.000279039 0.000799524 internal_weight=0 174.357 44.4597 internal_count=2323 1995 328 is_linear=0 shrinkage=0.00185009 Tree=2192 num_leaves=4 num_cat=0 split_feature=52 403 2 split_gain=11.5591 10.9524 8.39235 threshold=-0.11813499999999998 -0.092224999999999988 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001604948936593022 -0.0015992933433744607 0.00039343009061329454 0.00039881901916777898 leaf_weight=20.889241574564952 9.9528556009754521 177.30659163394012 10.866117376368491 leaf_count=282 254 1638 106 internal_value=0 0.000287364 -0.000919468 internal_weight=0 187.259 31.7554 internal_count=2280 1892 388 is_linear=0 shrinkage=0.00185009 Tree=2193 num_leaves=4 num_cat=0 split_feature=52 403 2 split_gain=11.098 10.5622 8.11782 threshold=-0.11813499999999998 -0.092224999999999988 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013790176093406113 -0.0013793960147061161 0.00033488906502954631 0.00033945429974256469 leaf_weight=20.692520134383816 9.8221681229770166 177.27215752215125 10.865101996343581 leaf_count=282 254 1638 106 internal_value=0 0.00024476 -0.00078751 internal_weight=0 187.094 31.5576 internal_count=2280 1892 388 is_linear=0 shrinkage=0.00161061 Tree=2194 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=11.1529 9.95903 4.5325 threshold=-0.24600999999999998 0.089790000000000023 0.51477500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011708015120032656 -3.1165175609642148e-05 0.00012007850375900733 -0.00047167826829012786 leaf_weight=13.89459733804688 108.53021599631757 101.11396555788815 6.2935839295387259 leaf_count=179 1315 702 84 internal_value=0 4.17858e-05 -0.000227966 internal_weight=0 209.644 20.1882 internal_count=2280 2017 263 is_linear=0 shrinkage=0.00034677 Tree=2195 num_leaves=4 num_cat=0 split_feature=52 403 2 split_gain=10.655 10.2036 7.85599 threshold=-0.11813499999999998 -0.092224999999999988 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014439008184913137 -0.0014504739564283622 0.00034725384111876844 0.00035214973692516293 leaf_weight=20.519901896361265 9.7104924554005247 177.39994884817861 10.875296663027255 leaf_count=282 254 1638 106 internal_value=0 0.000253818 -0.000821913 internal_weight=0 187.11 31.3952 internal_count=2280 1892 388 is_linear=0 shrinkage=0.0017092 Tree=2196 num_leaves=4 num_cat=0 split_feature=1213 484 13 split_gain=13.9402 12.5572 3.4323 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10363999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6369474544831175e-05 -0.00022821872008253914 5.4235435014091818e-05 -0.00038499092351703432 leaf_weight=2.8250679820775977 20.942386968526989 195.0022909862455 13.023648444097487 leaf_count=18 354 1551 361 internal_value=0 2.68252e-05 -0.000309929 internal_weight=0 215.945 15.8487 internal_count=2284 1905 379 is_linear=0 shrinkage=0.00034677 Tree=2197 num_leaves=4 num_cat=0 split_feature=1213 484 13 split_gain=12.8312 12.1394 3.73157 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10491999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033230065698868969 -0.0010486012260748651 0.00024996884960427223 -0.0017507566931519707 leaf_weight=2.5875151753425589 19.840395347215235 186.61318497615866 12.343520670663564 leaf_count=15 354 1551 364 internal_value=0 0.00012509 -0.0013898 internal_weight=0 206.454 14.931 internal_count=2284 1905 379 is_linear=0 shrinkage=0.00157903 Tree=2198 num_leaves=4 num_cat=0 split_feature=1213 484 13 split_gain=12.4575 11.6458 3.68091 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10491999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003378874748517793 -0.0010721316021368708 0.00025426740187861689 -0.0018180997246648734 leaf_weight=2.5885871294885865 19.737602416193113 186.58972694119439 12.092017750721423 leaf_count=15 354 1551 364 internal_value=0 0.000127294 -0.001438 internal_weight=0 206.327 14.6806 internal_count=2284 1905 379 is_linear=0 shrinkage=0.00164282 Tree=2199 num_leaves=4 num_cat=0 split_feature=1213 484 13 split_gain=12.0944 11.1714 3.93095 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10899499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050405638544289647 -0.0011179687893377378 0.0002638113403319837 -0.0019257970897145048 leaf_weight=2.4244890194386235 19.637864016229287 186.56720837112516 12.01048593688756 leaf_count=13 354 1551 366 internal_value=0 0.000132127 -0.00151755 internal_weight=0 206.205 14.435 internal_count=2284 1905 379 is_linear=0 shrinkage=0.00174338 Tree=2200 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=17.3392 15.3368 13.9084 threshold=0.077765000000000015 0.088965000000000002 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021449847163510898 0.00012408876237466018 0.00019983107210384102 -0.00013022860491190114 leaf_weight=64.525163422338665 112.52086096163839 13.502186895813791 35.338486796244979 leaf_count=1048 839 131 233 internal_value=0 -0.00014277 6.32978e-05 internal_weight=0 78.0274 147.859 internal_count=2251 1179 1072 is_linear=0 shrinkage=0.000353706 Tree=2201 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=15.7635 15.3528 14.3889 threshold=0.077765000000000015 0.088965000000000002 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021271376642260627 0.00012052622366967897 0.00020554877658726756 -0.00014055441927282819 leaf_weight=63.235032496741042 110.62644149921834 13.269238794688134 34.672242893837392 leaf_count=1048 839 131 233 internal_value=0 -0.000140135 5.8215e-05 internal_weight=0 76.5043 145.299 internal_count=2251 1179 1072 is_linear=0 shrinkage=0.000353706 Tree=2202 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=13.0056 15.5668 14.3816 threshold=0.077765000000000015 0.088965000000000002 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00091104897992005138 0.00052871380861572624 0.0010002203774031773 -0.00065379517324578164 leaf_weight=60.648864918621257 106.32889094483107 12.864673435688017 33.774078304879367 leaf_count=1048 839 131 233 internal_value=0 -0.000576409 0.000243601 internal_weight=0 73.5135 140.103 internal_count=2251 1179 1072 is_linear=0 shrinkage=0.00157903 Tree=2203 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=15.2199 14.7449 13.8937 threshold=0.077765000000000015 0.088965000000000002 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020880939735351371 0.00011947464481106487 0.00020077501906418655 -0.00013672850909417919 leaf_weight=62.807002645451576 110.48083775956184 13.313108259811996 34.809567630290985 leaf_count=1048 839 131 233 internal_value=0 -0.000137142 5.8082e-05 internal_weight=0 76.1201 145.29 internal_count=2251 1179 1072 is_linear=0 shrinkage=0.000353706 Tree=2204 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=12.6593 11.2064 threshold=-0.23832999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0013473146765769085 -0.00073048112525714239 0.00013833504669333858 leaf_weight=18.096484944224358 64.416179192485288 132.65075825247914 leaf_count=127 1136 1006 internal_value=0 -0.000145702 internal_weight=0 197.067 internal_count=2269 2142 is_linear=0 shrinkage=0.0017092 Tree=2205 num_leaves=3 num_cat=0 split_feature=3 9 split_gain=11.3514 9.77089 threshold=0.15251000000000001 -0.036024999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018259996170851185 0.0013122523024980866 -0.0001799612850315174 leaf_weight=6.2308767721988252 14.863484804518519 193.53626637114212 leaf_count=62 124 2083 internal_value=0 -0.000117225 internal_weight=0 199.767 internal_count=2269 2145 is_linear=0 shrinkage=0.00157903 Tree=2206 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=11.9987 11.8325 threshold=-0.47365999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0018312314482985933 -0.00075204153735807216 0.00018289369376485123 leaf_weight=10.908061943016945 65.838993891375139 137.5290146083571 leaf_count=69 1142 1058 internal_value=0 -0.000119827 internal_weight=0 203.368 internal_count=2269 2200 is_linear=0 shrinkage=0.00181381 Tree=2207 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=10.8044 10.5061 threshold=-0.5138299999999999 -0.0013399999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019693187588923225 -0.00011858984554631771 0.00095676198479605382 leaf_weight=8.6054381956346315 170.68455741577782 34.523639722261578 leaf_count=172 1914 183 internal_value=0 6.23964e-05 internal_weight=0 205.208 internal_count=2269 2097 is_linear=0 shrinkage=0.00177825 Tree=2208 num_leaves=4 num_cat=0 split_feature=1 454 4 split_gain=10.9274 15.189 13.1123 threshold=0.094405000000000003 1.0000000180025095e-35 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010267473417833568 -0.00017135012114449227 0.00056054618499603421 0.0001817149998401131 leaf_weight=123.21964346896857 21.402459574863315 5.7150436565279952 75.574618789367378 leaf_count=1555 205 13 485 internal_value=0 -7.31988e-05 0.000103777 internal_weight=0 128.935 96.9771 internal_count=2258 1568 690 is_linear=0 shrinkage=0.00039833 Tree=2209 num_leaves=3 num_cat=0 split_feature=454 1 split_gain=8.02325 11.2376 threshold=1.0000000180025095e-35 0.10114000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034809648047693373 0.0016757245197614524 0.00048456373366126789 leaf_weight=131.94143861299381 8.1708121076226217 73.829231991432607 leaf_count=1672 27 559 internal_value=0 -4.93259e-05 internal_weight=0 205.771 internal_count=2258 2231 is_linear=0 shrinkage=0.0017092 Tree=2210 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=10.5642 11.8795 5.67014 threshold=0.080930000000000016 0.11588000000000001 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038571312625303763 0.00015171542654359338 0.00078110199881497666 0.0015645755565225575 leaf_weight=143.34835968492553 17.082914616912603 34.148623493034393 18.932986477389932 leaf_count=1787 86 285 100 internal_value=0 -0.00016117 0.000894869 internal_weight=0 177.497 36.0159 internal_count=2258 2072 186 is_linear=0 shrinkage=0.00177825 Tree=2211 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=10.6177 14.2077 6.44436 threshold=0.080930000000000016 0.11588000000000001 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3775387338531303e-05 1.7232918191517109e-05 0.00015385012717948718 0.00029019515370597924 leaf_weight=150.00303111411631 17.405642533674836 36.361119723878801 19.662010345607996 leaf_count=1787 86 285 100 internal_value=0 -2.93526e-05 0.000162097 internal_weight=0 186.364 37.0677 internal_count=2258 2072 186 is_linear=0 shrinkage=0.000326769 Tree=2212 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=10.4888 11.7309 10.668 threshold=0.08844500000000001 -0.11377999999999998 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023229368014894159 0.0015506009262276018 0.00026021846498163891 -0.0022318165613698293 leaf_weight=7.9432677926961324 4.0722585534676936 183.7674926999025 15.544322170782833 leaf_count=120 56 1813 265 internal_value=0 0.000152968 -0.00144587 internal_weight=0 191.711 19.6166 internal_count=2254 1933 321 is_linear=0 shrinkage=0.0020835 Tree=2213 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=10.1628 11.2793 10.3542 threshold=0.08844500000000001 -0.11377999999999998 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020308338050671528 0.0013655281536650908 0.00022588037897850084 -0.0019672136087127488 leaf_weight=7.8878879589028648 4.0148514918983009 183.77077121357433 15.311046760063617 leaf_count=120 56 1813 265 internal_value=0 0.00013281 -0.00127419 internal_weight=0 191.659 19.3259 internal_count=2254 1933 321 is_linear=0 shrinkage=0.00185009 Tree=2214 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=9.84649 10.8434 10.049 threshold=0.08844500000000001 -0.11377999999999998 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002039077178514525 0.001381186762451913 0.00022522656739573199 -0.0019916560146848307 leaf_weight=7.8343068870017296 3.9587094010785249 183.77425045869313 15.082354038488118 leaf_count=120 56 1813 265 internal_value=0 0.000132452 -0.00128975 internal_weight=0 191.609 19.0411 internal_count=2254 1933 321 is_linear=0 shrinkage=0.00188709 Tree=2215 num_leaves=4 num_cat=0 split_feature=131 42 1 split_gain=9.53946 10.4229 5.96998 threshold=0.08844500000000001 -0.11377999999999998 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014332187684993635 -0.0016562172024949225 0.00015723788699546496 -0.00013583439492855813 leaf_weight=7.7824658445315427 9.5915115009993333 183.77791386703029 9.1704715080559236 leaf_count=120 208 1813 113 internal_value=0 9.24865e-05 -0.000913979 internal_weight=0 191.56 18.762 internal_count=2254 1933 321 is_linear=0 shrinkage=0.00134769 Tree=2216 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=11.0269 14.1999 5.43257 threshold=-0.097374999999999975 -0.061994999999999995 0.10625000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042823534703842681 -4.6039940745888921e-05 0.0001581337200986589 -6.6002369321429365e-05 leaf_weight=10.411016895901414 151.73393517709337 53.143858607858419 8.857099927030502 leaf_count=182 1696 324 69 internal_value=0 6.93107e-06 -0.000261956 internal_weight=0 204.878 19.2681 internal_count=2271 2020 251 is_linear=0 shrinkage=0.000339971 Tree=2217 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=10.405 14.0328 5.53112 threshold=-0.097374999999999975 -0.061994999999999995 0.10625000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043512984442753178 -4.6825079527542002e-05 0.00016116159455286302 -5.9385340145560523e-05 leaf_weight=10.173249084968122 150.1184761680197 52.681543551385403 8.7727382909506542 leaf_count=182 1696 324 69 internal_value=0 7.21389e-06 -0.00026138 internal_weight=0 202.8 18.946 internal_count=2271 2020 251 is_linear=0 shrinkage=0.00034677 Tree=2218 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=10.7968 13.3982 5.66325 threshold=-0.097374999999999975 -0.061994999999999995 0.10625000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046347161110213523 -4.7527293610896278e-05 0.00016731310970068423 -6.3624428700462702e-05 leaf_weight=10.414789675734939 151.56002269126475 53.054286364465952 8.8918850636109692 leaf_count=182 1696 324 69 internal_value=0 8.18892e-06 -0.000279563 internal_weight=0 204.614 19.3067 internal_count=2271 2020 251 is_linear=0 shrinkage=0.000367995 Tree=2219 num_leaves=4 num_cat=0 split_feature=51 16 1 split_gain=10.2771 13.6329 5.78614 threshold=-0.097374999999999975 0.0049500000000000004 0.10625000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040959070915045959 -4.3006415071362597e-05 0.00014860925345374948 -4.9975181280119491e-05 leaf_weight=10.292759300675245 152.17671274929307 53.593955710763112 8.9125906964763981 leaf_count=182 1630 390 69 internal_value=0 6.90996e-06 -0.00024292 internal_weight=0 205.771 19.2053 internal_count=2271 2020 251 is_linear=0 shrinkage=0.000326769 Tree=2220 num_leaves=4 num_cat=0 split_feature=457 376 49 split_gain=10.2961 10.8923 5.20551 threshold=0.080930000000000016 1.0000000180025095e-35 -0.072214999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7512551807291281e-05 0.00031073813990327377 0.00027040709740217982 4.2380595277073529e-05 leaf_weight=172.73078025993891 18.48749041184783 14.255149313248692 19.152219624258578 leaf_count=2011 77 86 114 internal_value=0 -3.24881e-05 0.00017428 internal_weight=0 186.986 37.6397 internal_count=2288 2097 191 is_linear=0 shrinkage=0.00036078 Tree=2221 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=10.5278 14.3113 6.45134 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7344269497290027e-05 0.00019903296441053871 0.00044334454870189358 -3.7151800898626502e-05 leaf_weight=144.96402407600544 46.966028234921396 7.5002248063683501 23.483928222209215 leaf_count=1764 367 20 137 internal_value=0 -5.16775e-05 0.000120314 internal_weight=0 152.464 70.45 internal_count=2288 1784 504 is_linear=0 shrinkage=0.000367995 Tree=2222 num_leaves=4 num_cat=0 split_feature=457 13 3 split_gain=9.42395 9.77977 3.84372 threshold=0.080930000000000016 -0.09194999999999999 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060647756128520214 0.00033132480301846528 -0.00034659272793529695 0.00143435184704358 leaf_weight=38.53478353889659 21.173562878742814 140.04164545971435 15.267239663749931 leaf_count=291 135 1806 56 internal_value=0 -0.000140888 0.000793958 internal_weight=0 178.576 36.4408 internal_count=2288 2097 191 is_linear=0 shrinkage=0.00167568 Tree=2223 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=9.14906 9.3977 threshold=-1.0000000180025095e-35 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017631868300004108 -0.00015291472245506092 0.00060359203155027803 leaf_weight=7.5004672610666594 143.00731729413383 64.196906418539584 leaf_count=125 1697 466 internal_value=0 8.15035e-05 internal_weight=0 207.204 internal_count=2288 2163 is_linear=0 shrinkage=0.00164282 Tree=2224 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=11.7289 16.7233 12.6542 threshold=1.0000000180025095e-35 -0.13998499999999997 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019406345221907389 0.00011750093699326105 -0.00022503999804689563 -0.00018357735020137721 leaf_weight=19.302493315190077 124.29316892940551 58.434096499113366 25.670988185331225 leaf_count=58 882 1128 218 internal_value=0 -0.000120952 6.59453e-05 internal_weight=0 77.7366 149.964 internal_count=2286 1186 1100 is_linear=0 shrinkage=0.00039052 Tree=2225 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=11.6365 16.3516 13.1972 threshold=1.0000000180025095e-35 -0.13998499999999997 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018393900669962251 0.00011401724721356933 -0.00021513428377997531 -0.00018015548629201356 leaf_weight=19.242929121479392 124.57178793847561 58.101251623127609 25.946097828447819 leaf_count=58 882 1128 218 internal_value=0 -0.000115826 6.32917e-05 internal_weight=0 77.3442 150.518 internal_count=2286 1186 1100 is_linear=0 shrinkage=0.000375355 Tree=2226 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=12.958 16.7664 13.4587 threshold=1.0000000180025095e-35 -0.13998499999999997 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017582500183908266 0.00011351244687598691 -0.00021118999131275034 -0.0001739249772570346 leaf_weight=19.308045886456966 125.01388637162745 59.208597606979311 25.515398241579533 leaf_count=58 882 1128 218 internal_value=0 -0.000115999 6.47746e-05 internal_weight=0 78.5166 150.529 internal_count=2286 1186 1100 is_linear=0 shrinkage=0.00036078 Tree=2227 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=12.1366 18.5415 13.2895 threshold=1.0000000180025095e-35 -0.13998499999999997 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020374068598134486 0.00011822251069249314 -0.00022521599977033829 -0.00018251608116676469 leaf_weight=19.627315292134881 124.72679164726287 59.523008338408545 26.015737444162369 leaf_count=58 882 1128 218 internal_value=0 -0.000118822 6.63033e-05 internal_weight=0 79.1503 150.743 internal_count=2286 1186 1100 is_linear=0 shrinkage=0.000382862 Tree=2228 num_leaves=4 num_cat=0 split_feature=1 12 2 split_gain=10.174 11.4547 4.04705 threshold=0.11588000000000001 0.10852500000000001 0.14480500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1999526523363329e-05 9.4263362201960199e-05 -0.00044171973877020552 0.00034305512747793867 leaf_weight=176.3968021357432 27.167558287270367 7.7695790957659474 11.05896631348878 leaf_count=1843 217 129 93 internal_value=0 -3.01724e-05 0.000166374 internal_weight=0 184.166 38.2265 internal_count=2282 1972 310 is_linear=0 shrinkage=0.00034677 Tree=2229 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=10.7324 11.5884 4.21395 threshold=0.11588000000000001 -0.11372999999999998 0.14480500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013136549100370781 9.2055141045712679e-05 -7.6540709641184082e-05 0.00033862679219031239 leaf_weight=39.279922908172011 27.508124640211463 146.48207255778834 11.297038198448716 leaf_count=214 217 1758 93 internal_value=0 -3.25693e-05 0.000163969 internal_weight=0 185.762 38.8052 internal_count=2282 1972 310 is_linear=0 shrinkage=0.000339971 Tree=2230 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=9.82653 9.36063 threshold=0.091490000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00072917487149412629 -0.0021226410014402067 0.00025365914553658538 leaf_weight=37.322728208499029 6.6053438894450656 170.79432999086566 leaf_count=631 40 1611 internal_value=0 7.73516e-05 internal_weight=0 208.117 internal_count=2282 2242 is_linear=0 shrinkage=0.00177825 Tree=2231 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=10.7309 11.4468 4.08668 threshold=0.11588000000000001 0.069910000000000014 0.14480500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.558426117307675e-05 9.9164956269242571e-05 0.00015872939035299415 0.00035684116058090577 leaf_weight=153.40163183724508 27.476642481051385 32.95097014401108 11.303691304288803 leaf_count=1811 217 161 93 internal_value=0 -3.41408e-05 0.000174411 internal_weight=0 186.353 38.7803 internal_count=2282 1972 310 is_linear=0 shrinkage=0.00036078 Tree=2232 num_leaves=4 num_cat=0 split_feature=160 3 52 split_gain=11.3581 10.4221 0.157767 threshold=-0.25833999999999996 -0.10075499999999998 0.51358000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039706875934023423 0.00013672895173063692 -5.6388012404042951e-05 -0.00050789855060905445 leaf_weight=5.6846105451695603 55.231084574945271 158.40379908704199 3.5190242740791291 leaf_count=132 307 1763 54 internal_value=0 -6.45367e-06 -0.000440408 internal_weight=0 213.635 9.20363 internal_count=2256 2070 186 is_linear=0 shrinkage=0.000382862 Tree=2233 num_leaves=4 num_cat=0 split_feature=4 158 3 split_gain=13.6116 11.3725 8.29503 threshold=0.27190000000000009 0.090905000000000014 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0826247184567491e-05 0.0002733979235026637 -0.00042865439494290514 -9.5614164015920796e-05 leaf_weight=174.1835788062308 27.374047024175525 9.9839396523311716 10.547483433037995 leaf_count=1845 182 149 80 internal_value=0 -6.18931e-05 0.000170765 internal_weight=0 184.168 37.9215 internal_count=2256 1994 262 is_linear=0 shrinkage=0.000353706 Tree=2234 num_leaves=4 num_cat=0 split_feature=4 158 3 split_gain=12.3425 11.0704 8.18069 threshold=0.27190000000000009 0.090905000000000014 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.228526088331724e-05 0.00027725966783992266 -0.00044312125838231613 -0.0001068657035528932 leaf_weight=174.19340926362202 26.607577118091285 9.8401994267478567 10.444636239670215 leaf_count=1845 182 149 80 internal_value=0 -6.37615e-05 0.000168979 internal_weight=0 184.034 37.0522 internal_count=2256 1994 262 is_linear=0 shrinkage=0.000367995 Tree=2235 num_leaves=4 num_cat=0 split_feature=160 3 52 split_gain=10.9252 9.64353 0.171354 threshold=-0.25833999999999996 -0.10075499999999998 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021573817794985472 0.00078766201353715735 -0.00033247835929807473 -0.002862805541714513 leaf_weight=3.120155133539809 52.940253662411124 149.26181360962801 5.5940225571393967 leaf_count=79 307 1763 107 internal_value=0 -3.91581e-05 -0.00261549 internal_weight=0 202.202 8.71418 internal_count=2256 2070 186 is_linear=0 shrinkage=0.00225525 Tree=2236 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=10.5335 22.5708 14.2716 threshold=1.0000000180025095e-35 -0.026374999999999999 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029051141992670108 4.8427058346649922e-05 -0.0015911151891094264 0.0022075552341278577 leaf_weight=37.833798995940015 134.41435326589271 33.947728496743366 9.1643455838784558 leaf_count=638 1006 576 78 internal_value=0 -0.000599555 0.000186515 internal_weight=0 71.7815 143.579 internal_count=2298 1214 1084 is_linear=0 shrinkage=0.00167568 Tree=2237 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=12.7457 21.894 12.8924 threshold=1.0000000180025095e-35 -0.026374999999999999 0.090545000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5085008666105844e-05 7.8238396267587488e-05 -0.00035149122470189771 -0.00029731545758045777 leaf_weight=40.18898529978469 136.72953654639423 35.482942360686138 13.591938956640659 leaf_count=638 910 576 174 internal_value=0 -0.000140913 4.42477e-05 internal_weight=0 75.6719 150.321 internal_count=2298 1214 1084 is_linear=0 shrinkage=0.000367995 Tree=2238 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=11.8402 21.7529 12.7228 threshold=1.0000000180025095e-35 -0.026374999999999999 0.090545000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3145486338378871e-05 8.1380905773330875e-05 -0.00036969904815615238 -0.00031782575824630904 leaf_weight=39.58695549168624 135.86261674854904 34.89578562695533 13.354562447872011 leaf_count=638 910 576 174 internal_value=0 -0.000145005 4.56168e-05 internal_weight=0 74.4827 149.217 internal_count=2298 1214 1084 is_linear=0 shrinkage=0.00039052 Tree=2239 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=10.1839 21.9137 13.6357 threshold=1.0000000180025095e-35 -0.026374999999999999 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029808965477161109 5.1020397791807228e-05 -0.001674665185081027 0.0022909635276515969 leaf_weight=37.953255777480081 134.61337564699352 33.513702804921195 9.1609148485586029 leaf_count=638 1006 576 78 internal_value=0 -0.000627214 0.000194029 internal_weight=0 71.467 143.774 internal_count=2298 1214 1084 is_linear=0 shrinkage=0.00177825 Tree=2240 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=12.8492 11.1914 threshold=0.15015500000000001 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8794680789146559e-05 0.00031719572143414803 0.00020171596615725871 leaf_weight=186.11512147146277 16.809331237338483 29.296928316354752 leaf_count=1976 128 187 internal_value=0 2.57082e-06 internal_weight=0 215.412 internal_count=2291 2163 is_linear=0 shrinkage=0.00034677 Tree=2241 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=10.5404 9.77783 threshold=0.15015500000000001 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011697038288461001 0.0014512441352044611 0.0001423672667826781 leaf_weight=16.673690202645957 15.225955191999672 187.59239582181908 leaf_count=353 128 1810 internal_value=0 3.51671e-05 internal_weight=0 204.266 internal_count=2291 2163 is_linear=0 shrinkage=0.00164282 Tree=2242 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=10.2296 9.40635 threshold=0.15015500000000001 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012471302990775851 0.0015568151417759367 0.00015063089013851104 leaf_weight=16.549674898618832 15.021349089220164 187.61205485486425 leaf_count=353 128 1810 internal_value=0 3.72201e-05 internal_weight=0 204.162 internal_count=2291 2163 is_linear=0 shrinkage=0.00177825 Tree=2243 num_leaves=3 num_cat=0 split_feature=3 50 split_gain=9.92682 9.08891 threshold=0.15015500000000001 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001105203699268959 0.0013430520931841589 -0.0013219502640022718 leaf_weight=192.84608762082644 14.82080788258463 11.214228623546658 leaf_count=1953 128 210 internal_value=0 3.1682e-05 internal_weight=0 204.06 internal_count=2291 2163 is_linear=0 shrinkage=0.00154807 Tree=2244 num_leaves=4 num_cat=0 split_feature=48 4 3 split_gain=10.6301 17.0369 10.8412 threshold=0.092475000000000016 0.28251000000000009 0.10361500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039534767686853978 0.0012399410228035544 0.0010684028724121377 -0.00057917614995407708 leaf_weight=147.7359875383554 29.558342624688521 23.955372297670692 11.911507386714218 leaf_count=1805 208 217 69 internal_value=0 -0.000191021 0.000717405 internal_weight=0 171.691 41.4699 internal_count=2299 2022 277 is_linear=0 shrinkage=0.00161061 Tree=2245 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=11.3949 18.1581 7.53709 threshold=0.27467500000000006 0.092475000000000016 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.755236256004422e-05 0.00028821836852622605 0.00018892033984545142 -5.8326612194281505e-05 leaf_weight=153.69110146630555 23.977794199250638 35.067908995319158 11.001005018129943 leaf_count=1797 172 243 87 internal_value=0 -3.6175e-05 0.000179256 internal_weight=0 188.759 34.9788 internal_count=2299 2040 259 is_linear=0 shrinkage=0.00034677 Tree=2246 num_leaves=4 num_cat=0 split_feature=48 4 3 split_gain=10.1914 16.457 10.3771 threshold=0.092475000000000016 0.28251000000000009 0.10361500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039503930978982565 0.0012400455706965264 0.0010784312312166267 -0.00057367702710936638 leaf_weight=147.65731445420533 29.482498052995652 23.72837545722723 11.954000614583491 leaf_count=1805 208 217 69 internal_value=0 -0.00019094 0.000716782 internal_weight=0 171.386 41.4365 internal_count=2299 2022 277 is_linear=0 shrinkage=0.00164282 Tree=2247 num_leaves=4 num_cat=0 split_feature=48 4 16 split_gain=9.75839 15.8425 10.0879 threshold=0.092475000000000016 0.28251000000000009 -0.105305 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041858757465728822 -0.00045402912844935461 0.0011537771569848265 0.0013945291584099597 leaf_weight=147.45714277529623 14.206856580451129 23.471753932069987 27.161181225441396 leaf_count=1805 85 217 192 internal_value=0 -0.000202568 0.00075977 internal_weight=0 170.929 41.368 internal_count=2299 2022 277 is_linear=0 shrinkage=0.00177825 Tree=2248 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=8.78752 11.3957 4.96663 threshold=0.12212000000000002 0.11926500000000002 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2211337905269362e-05 0.0017774007549619295 -0.0025687542945819252 7.1654318898617476e-05 leaf_weight=177.08238825341687 13.053461939562114 6.156337213702499 9.8483004923909885 leaf_count=1972 111 41 101 internal_value=0 -0.000146683 0.00104456 internal_weight=0 183.239 22.9018 internal_count=2225 2013 212 is_linear=0 shrinkage=0.00181381 Tree=2249 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=9.81721 10.0785 4.58117 threshold=0.12212000000000002 0.11926500000000002 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6987211698801869e-05 0.00035636348090147202 -0.00048908465907219123 3.1690050163150885e-05 leaf_weight=182.79549486970063 13.686503496952357 6.316957614850252 10.321419337764381 leaf_count=1972 111 41 101 internal_value=0 -3.28045e-05 0.000216917 internal_weight=0 189.112 24.0079 internal_count=2225 2013 212 is_linear=0 shrinkage=0.000367995 Tree=2250 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=8.67481 10.0871 threshold=0.51026500000000008 0.09678500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6992897414162e-05 0.00221731597479465 -0.0018598062849003864 leaf_weight=185.70424989727326 7.26296537881717 13.153189096599815 leaf_count=1950 96 179 internal_value=0 -9.79737e-05 internal_weight=0 198.857 internal_count=2225 2129 is_linear=0 shrinkage=0.0020835 Tree=2251 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=8.4619 9.72121 threshold=0.51026500000000008 0.09678500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2971431573846671e-05 0.0019275011975210792 -0.0015954840911179876 leaf_weight=185.70827704796102 7.1121250744909039 13.049744254443793 leaf_count=1950 96 179 internal_value=0 -8.34336e-05 internal_weight=0 198.758 internal_count=2225 2129 is_linear=0 shrinkage=0.00181381 Tree=2252 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=12.7445 21.894 14.1249 threshold=0.077765000000000015 -0.059114999999999994 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002703185794306298 0.00010626292816710697 0.00013875544497616137 -0.00018775390029730191 leaf_weight=48.689410937251523 122.5990659785457 26.169518779963255 25.712705161422491 leaf_count=1076 865 125 226 internal_value=0 -0.000127314 5.52718e-05 internal_weight=0 74.8589 148.312 internal_count=2292 1201 1091 is_linear=0 shrinkage=0.00036078 Tree=2253 num_leaves=4 num_cat=0 split_feature=3 123 11 split_gain=10.6515 14.4324 8.84586 threshold=-0.12077499999999998 1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013876840492398463 -0.0004669334209814082 0.0011769454814020803 -0.00033553765398099339 leaf_weight=29.618573782034218 145.91734753921628 21.850314594805241 16.512105087283999 leaf_count=142 1844 183 123 internal_value=0 -0.000252723 0.000770987 internal_weight=0 167.768 46.1307 internal_count=2292 2027 265 is_linear=0 shrinkage=0.00188709 Tree=2254 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=13.6698 24.0895 14.5395 threshold=0.077765000000000015 -0.059114999999999994 0.090545000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026967451384238598 9.1347414597804592e-05 0.00014604198421175235 -0.00028603749583942887 leaf_weight=50.595982286846265 137.68482985440642 26.590351759456098 14.059323129244147 leaf_count=1076 911 125 180 internal_value=0 -0.000126461 5.63506e-05 internal_weight=0 77.1863 151.744 internal_count=2292 1201 1091 is_linear=0 shrinkage=0.000353706 Tree=2255 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=13.2251 22.1671 13.8072 threshold=0.077765000000000015 -0.059114999999999994 0.090545000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025114610715734495 8.4944745149088298e-05 0.0001288003505444242 -0.00026591327141933173 leaf_weight=48.995353726437315 135.08811417408288 26.150434819981456 13.707489499822257 leaf_count=1076 911 125 180 internal_value=0 -0.000118927 5.25927e-05 internal_weight=0 75.1458 148.796 internal_count=2292 1201 1091 is_linear=0 shrinkage=0.000333305 Tree=2256 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=12.3298 13.7008 2.27896 threshold=-0.24297999999999997 -0.12851999999999997 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013735619967519933 0.0001150420462987749 -8.2690244082687123e-05 0.00036794445005079626 leaf_weight=10.010747805237772 55.794985155574977 147.61705094645731 9.8588526360690576 leaf_count=83 269 1810 115 internal_value=0 -2.84475e-05 0.000252012 internal_weight=0 203.412 19.8696 internal_count=2277 2079 198 is_linear=0 shrinkage=0.000339971 Tree=2257 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=11.82 13.6009 2.22238 threshold=-0.24297999999999997 -0.12851999999999997 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014547202256496368 0.00012302564587797919 -8.6761961149581126e-05 0.0003900421391772793 leaf_weight=9.8798379804939049 55.51425439864397 145.9025169997476 9.52306906506419 leaf_count=83 269 1810 115 internal_value=0 -2.89344e-05 0.000265774 internal_weight=0 201.417 19.4029 internal_count=2277 2079 198 is_linear=0 shrinkage=0.00036078 Tree=2258 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=10.5541 12.0604 2.32571 threshold=-0.24297999999999997 -0.12851999999999997 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079415201115153977 0.00070108916172007939 -0.00050397239432930195 0.0023397044482682829 leaf_weight=9.406777308322491 53.977928542532027 140.71424914128147 8.9427100829780084 leaf_count=83 269 1810 115 internal_value=0 -0.000169836 0.00154903 internal_weight=0 194.692 18.3495 internal_count=2277 2079 198 is_linear=0 shrinkage=0.00216767 Tree=2259 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=10.2069 11.5438 2.32595 threshold=-0.24297999999999997 -0.12851999999999997 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065295472700684217 0.00057453414561834575 -0.00041280150233008418 0.0019547732716427885 leaf_weight=9.3594189183786529 53.880613337270916 140.52647216920741 8.7576040839776379 leaf_count=83 269 1810 115 internal_value=0 -0.000139128 0.00128364 internal_weight=0 194.407 18.117 internal_count=2277 2079 198 is_linear=0 shrinkage=0.00181381 Tree=2260 num_leaves=3 num_cat=0 split_feature=456 155 split_gain=8.84556 9.39768 threshold=0.088355000000000003 0.083555000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015310041801711458 -0.0018858813516249937 -0.0018149748895314789 leaf_weight=194.13371385168284 8.604085458442567 9.0235164074692857 leaf_count=2036 96 164 internal_value=0 6.55232e-05 internal_weight=0 203.157 internal_count=2296 2200 is_linear=0 shrinkage=0.00188709 Tree=2261 num_leaves=3 num_cat=0 split_feature=456 155 split_gain=8.4709 9.08159 threshold=0.088355000000000003 0.083555000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013826298407678111 -0.0017067263875020916 -0.0016595061360708927 leaf_weight=194.14209656056482 8.5868313973769528 8.9142593108117563 leaf_count=2036 96 164 internal_value=0 5.91916e-05 internal_weight=0 203.056 internal_count=2296 2200 is_linear=0 shrinkage=0.00174338 Tree=2262 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=8.3951 8.93718 0.171871 threshold=0.18654500000000004 0.089755000000000015 -0.00067499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9342626708501773e-05 -0.0016454119866501418 0.0011360104741273348 -0.00225123332300959 leaf_weight=183.40276126703247 4.9985026530921459 20.799266104004346 2.3291134368628255 leaf_count=1823 161 258 54 internal_value=0 5.35249e-05 -0.00184332 internal_weight=0 204.202 7.32762 internal_count=2296 2081 215 is_linear=0 shrinkage=0.00174338 Tree=2263 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=8.81701 11.1236 3.74912 threshold=1.0000000180025095e-35 -0.094869999999999996 0.094435000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015664786693537282 7.8726624196540807e-06 -7.2984191235392611e-05 0.00032675854056750766 leaf_weight=36.404365613590926 7.9810359850525883 161.50803452776745 14.863817324861882 leaf_count=248 34 1855 159 internal_value=0 -3.07342e-05 0.000215453 internal_weight=0 197.912 22.8449 internal_count=2296 2103 193 is_linear=0 shrinkage=0.000375355 Tree=2264 num_leaves=4 num_cat=0 split_feature=1 52 2 split_gain=11.4075 11.9742 1.74971 threshold=0.12796000000000002 -0.11251499999999999 0.14122000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021972966616586953 0.00017063014306977354 2.3865170553050625e-05 0.00036949781890402244 leaf_weight=28.133821256924421 12.993489010259511 175.72869347617961 9.0688648680224997 leaf_count=362 118 1738 80 internal_value=0 -9.76929e-06 0.000252625 internal_weight=0 203.863 22.0624 internal_count=2298 2100 198 is_linear=0 shrinkage=0.00034677 Tree=2265 num_leaves=4 num_cat=0 split_feature=484 43 40 split_gain=9.18172 10.3396 5.72755 threshold=-0.0048499999999999993 -0.074459999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093530712319012078 0.00074040706130845506 -0.00010265107467017906 -0.0015342473256698096 leaf_weight=3.6463298825547108 73.604641302488744 122.60082991607487 15.727060362929478 leaf_count=18 690 1244 346 internal_value=0 0.000213656 -0.00106898 internal_weight=0 196.205 19.3734 internal_count=2298 1934 364 is_linear=0 shrinkage=0.00177825 Tree=2266 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=12.2718 11.8479 2.24496 threshold=0.12796000000000002 -0.11251499999999999 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023820336126867232 0.00045285930605057422 2.570315285305112e-05 0.00019857465990477422 leaf_weight=27.798470066860318 7.4065851848572519 173.16691678506322 14.522497277241198 leaf_count=362 107 1738 91 internal_value=0 -1.08208e-05 0.000284779 internal_weight=0 200.965 21.9291 internal_count=2298 2100 198 is_linear=0 shrinkage=0.000375355 Tree=2267 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=12.4314 12.1896 2.17012 threshold=0.12796000000000002 -0.11251499999999999 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024554662023163539 0.00045766995601358217 2.6331991273827795e-05 0.00020437690365502557 leaf_weight=28.000377660151571 7.5340196788311031 176.05000238423236 14.627864513546227 leaf_count=362 107 1738 91 internal_value=0 -1.09955e-05 0.000290805 internal_weight=0 204.05 22.1619 internal_count=2298 2100 198 is_linear=0 shrinkage=0.000382862 Tree=2268 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=7.06118 7.74082 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021465027540709977 -0.00056961630074119811 0.00029923162682710157 leaf_weight=6.8420824087224892 67.472308073658496 130.72223306354135 leaf_count=121 1093 1026 internal_value=0 3.41922e-06 internal_weight=0 198.195 internal_count=2240 2119 is_linear=0 shrinkage=0.0020835 Tree=2269 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=6.7763 10.6942 threshold=1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018788796245343925 0.0010717767237441572 -4.6348228660369052e-05 leaf_weight=12.105408534407614 17.210858277976513 175.38878906215541 leaf_count=126 115 1999 internal_value=0 -0.000164843 internal_weight=0 187.494 internal_count=2240 2125 is_linear=0 shrinkage=0.00188709 Tree=2270 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=8.51254 16.3724 6.53111 threshold=0.27287000000000006 1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6259137524756411e-05 0.00027617914562772465 0.00054108548339092089 -8.8405444082518403e-05 leaf_weight=175.41030824510381 22.472285011783242 6.4657454416155806 9.9898729221895319 leaf_count=1969 162 21 88 internal_value=0 -4.46133e-05 0.000163996 internal_weight=0 181.876 32.4622 internal_count=2240 1990 250 is_linear=0 shrinkage=0.000375355 Tree=2271 num_leaves=4 num_cat=0 split_feature=1 49 39 split_gain=8.0854 22.1126 11.9111 threshold=1.0000000180025095e-35 -0.24639999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073728695768072853 -1.1493467265826382e-05 -0.00017044060674198581 0.00027418296688751622 leaf_weight=4.1610997393727294 116.11954329768196 66.815609201556072 26.206007757224143 leaf_count=11 894 1124 211 internal_value=0 -0.00011704 4.11371e-05 internal_weight=0 70.9767 142.326 internal_count=2240 1135 1105 is_linear=0 shrinkage=0.000382862 Tree=2272 num_leaves=3 num_cat=0 split_feature=151 159 split_gain=13.0517 11.5366 threshold=-0.28286499999999998 -0.032739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0027623543057421459 -0.0015749215637078293 9.6986332948996928e-05 leaf_weight=6.426949457731097 15.935082473675719 186.54276465368457 leaf_count=57 296 1887 internal_value=0 -3.47295e-05 internal_weight=0 202.478 internal_count=2240 2183 is_linear=0 shrinkage=0.00188709 Tree=2273 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.5572 13.0835 threshold=-0.28286499999999998 0.15891500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004610816944569247 -5.3796638056385021e-05 0.0001481261281123475 leaf_weight=6.7024266379885367 164.541047380073 47.859931997489184 leaf_count=57 1847 336 internal_value=0 -8.28852e-06 internal_weight=0 212.401 internal_count=2240 2183 is_linear=0 shrinkage=0.000339971 Tree=2274 num_leaves=3 num_cat=0 split_feature=151 159 split_gain=12.4756 11.1351 threshold=-0.28286499999999998 -0.032739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024000244143699556 -0.0013794796894601496 8.4039931368128697e-05 leaf_weight=6.4176178034394971 15.816443109768441 186.71354781324044 leaf_count=57 296 1887 internal_value=0 -3.03719e-05 internal_weight=0 202.53 internal_count=2240 2183 is_linear=0 shrinkage=0.00167568 Tree=2275 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.9502 10.8559 threshold=-0.28286499999999998 0.15891500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0030416606857288533 -0.00030760016675130509 0.00089773061164561861 leaf_weight=6.4042243664152911 157.21393087890465 45.186018746346235 leaf_count=57 1847 336 internal_value=0 -3.84494e-05 internal_weight=0 202.4 internal_count=2240 2183 is_linear=0 shrinkage=0.00216767 Tree=2276 num_leaves=4 num_cat=0 split_feature=133 133 43 split_gain=9.88738 10.7393 0.0816187 threshold=0.18654500000000004 0.08955500000000001 -0.11008499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2302098049976773e-05 -0.00048184327688261414 0.00024882118751640955 -0.00038658664509960456 leaf_weight=185.44458200689405 2.3569518905133009 25.187592171132565 5.2029938055202356 leaf_count=1779 51 287 162 internal_value=0 1.8943e-05 -0.000417424 internal_weight=0 210.632 7.55995 internal_count=2279 2066 213 is_linear=0 shrinkage=0.000375355 Tree=2277 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=10.1079 14.18 9.18979 threshold=0.10384000000000002 0.095265000000000016 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3585143017403599e-05 0.00017747510691774301 -0.00040299691103296362 -0.00020134722824920282 leaf_weight=129.01452473481186 61.792479464784265 15.317572969011961 11.051154293119906 leaf_count=1478 472 273 56 internal_value=0 -5.49602e-05 0.000119966 internal_weight=0 144.332 72.8436 internal_count=2279 1751 528 is_linear=0 shrinkage=0.000382862 Tree=2278 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=9.31016 11.2619 0.107468 threshold=0.18654500000000004 0.08955500000000001 0.0062300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6096515364190165e-05 -0.0019651677400792872 0.0013380482650114632 -0.0025294449070889361 leaf_weight=177.68188728578389 4.8214323134161523 24.004967435495928 2.2108331238850951 leaf_count=1779 176 287 37 internal_value=0 0.000101137 -0.00214894 internal_weight=0 201.687 7.03227 internal_count=2279 2066 213 is_linear=0 shrinkage=0.00192483 Tree=2279 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=10.2035 13.9984 9.09268 threshold=0.10384000000000002 0.095265000000000016 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2958959229196884e-05 0.00016029263544239592 -0.0003628785357218772 -0.00018077622758376106 leaf_weight=129.5468559935689 62.133343257475644 15.360743687022476 11.057494476437567 leaf_count=1478 472 273 56 internal_value=0 -5.00947e-05 0.000108731 internal_weight=0 144.908 73.1908 internal_count=2279 1751 528 is_linear=0 shrinkage=0.00034677 Tree=2280 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=8.98309 8.63641 threshold=-1.0000000180025095e-35 0.50678000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0021457269247692045 -0.00017051147430555298 0.0016935243209007774 leaf_weight=6.3323418367654076 193.82860490016174 8.8791257590055448 leaf_count=72 2116 99 internal_value=0 -8.87101e-05 internal_weight=0 202.708 internal_count=2287 2215 is_linear=0 shrinkage=0.00185009 Tree=2281 num_leaves=3 num_cat=0 split_feature=9 1374 split_gain=8.7536 8.4973 threshold=-1.0000000180025095e-35 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0022267618288262297 -1.8259717107692833e-05 -0.0022482677990912458 leaf_weight=6.2074821707792571 195.98244253639132 6.5229712128639212 leaf_count=72 2177 38 internal_value=0 -9.02964e-05 internal_weight=0 202.505 internal_count=2287 2215 is_linear=0 shrinkage=0.00192483 Tree=2282 num_leaves=3 num_cat=0 split_feature=4 156 split_gain=9.8406 10.0714 threshold=0.50678000000000012 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0022434268503842e-07 0.00032504034006684531 -0.0003004931963157128 leaf_weight=192.87378198327497 10.398248994722961 14.344153693877159 leaf_count=1981 131 175 internal_value=0 -2.03611e-05 internal_weight=0 207.218 internal_count=2287 2156 is_linear=0 shrinkage=0.00034677 Tree=2283 num_leaves=4 num_cat=0 split_feature=1 51 12 split_gain=9.57544 11.2157 7.46725 threshold=0.10384000000000002 -0.10593999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048294785597753019 0.00032635970166543747 -3.4854205594035071e-05 3.7760533814412423e-05 leaf_weight=8.680547470925374 17.620024004019797 139.27894784184173 51.569042898714542 leaf_count=159 194 1613 321 internal_value=0 -6.12021e-05 0.000111326 internal_weight=0 147.959 69.1891 internal_count=2287 1772 515 is_linear=0 shrinkage=0.000382862 Tree=2284 num_leaves=4 num_cat=0 split_feature=3 4 43 split_gain=11.5391 13.1697 12.9714 threshold=-0.055579999999999997 0.28251000000000009 -0.040589999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001386214661157849 0.00027977629508947897 0.00026594157055013687 -1.0338643032708534e-05 leaf_weight=101.26821336615831 31.677988416515291 12.747779754921792 68.935411717509851 leaf_count=1584 216 69 396 internal_value=0 -9.33516e-05 8.10394e-05 internal_weight=0 114.016 100.613 internal_count=2265 1653 612 is_linear=0 shrinkage=0.000375355 Tree=2285 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=9.48982 9.63682 threshold=-0.5138299999999999 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018451742866648936 -0.0011309465926242453 0.00014335813051175251 leaf_weight=7.8893243772909036 18.328851387137547 181.50731124030426 leaf_count=168 344 1753 internal_value=0 2.63828e-05 internal_weight=0 199.836 internal_count=2265 2097 is_linear=0 shrinkage=0.00167568 Tree=2286 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=9.44578 12.8427 7.22615 threshold=0.0095750000000000019 0.11951500000000001 0.077845000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010495156416117132 -0.00063438699321129134 -0.0023937935915210877 0.0013266297475493945 leaf_weight=165.88354620162863 8.2089055068790895 8.4582717348821443 24.898549885023385 leaf_count=1957 43 57 208 internal_value=0 -0.000216246 0.000840315 internal_weight=0 174.342 33.1075 internal_count=2265 2014 251 is_linear=0 shrinkage=0.00181381 Tree=2287 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.25542 9.2882 threshold=-0.5138299999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002114935916451394 -0.00052794982168478954 0.00033955213014612052 leaf_weight=7.7181147285737088 70.98439694638364 128.43437220994383 leaf_count=168 1105 992 internal_value=0 3.07382e-05 internal_weight=0 199.419 internal_count=2265 2097 is_linear=0 shrinkage=0.00192483 Tree=2288 num_leaves=4 num_cat=0 split_feature=156 480 15 split_gain=10.1762 9.29983 4.04726 threshold=0.091015000000000013 0.084710000000000021 -0.052484999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3219219561474146e-05 -1.9952316195324513e-05 -0.00032159516823261245 -0.00038924070810576755 leaf_weight=199.86499348352663 5.4671296707820138 8.7523669477086496 10.269967333413659 leaf_count=1936 70 170 123 internal_value=0 2.78857e-05 -0.000261128 internal_weight=0 208.617 15.7371 internal_count=2299 2106 193 is_linear=0 shrinkage=0.00034677 Tree=2289 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=11.8552 13.3175 threshold=0.11893500000000001 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026071256216396933 -0.0018786439556774761 6.5003832039811819e-05 leaf_weight=9.7632758468389493 13.342502469196914 191.60533498600125 leaf_count=34 89 2176 internal_value=0 0.000188493 internal_weight=0 201.369 internal_count=2299 2210 is_linear=0 shrinkage=0.00212517 Tree=2290 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=11.3628 13.6145 threshold=0.11893500000000001 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045512874087973859 -0.00032455632537152957 6.8311441463028756e-06 leaf_weight=10.002984974533318 13.685087595134972 200.3197794102598 leaf_count=34 89 2176 internal_value=0 2.81916e-05 internal_weight=0 210.323 internal_count=2299 2210 is_linear=0 shrinkage=0.000375355 Tree=2291 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=11.3143 12.9154 threshold=0.11893500000000001 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023376807597061686 -0.00166147775382407 5.709126295042888e-05 leaf_weight=9.6448302045464498 13.358949379995464 191.77940908528399 leaf_count=34 89 2176 internal_value=0 0.000166504 internal_weight=0 201.424 internal_count=2299 2210 is_linear=0 shrinkage=0.00192483 Tree=2292 num_leaves=4 num_cat=0 split_feature=42 132 457 split_gain=13.184 11.2397 10.5601 threshold=-1.0000000180025095e-35 0.081465000000000024 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016102081296234317 9.3512869045296821e-05 0.00098876696908072092 0.0013196072919168709 leaf_weight=26.005011008586735 146.04574494366534 8.0645732334814948 31.65135086234659 leaf_count=514 1476 110 165 internal_value=0 -0.000994798 0.000312023 internal_weight=0 34.0696 177.697 internal_count=2265 624 1641 is_linear=0 shrinkage=0.00192483 Tree=2293 num_leaves=4 num_cat=0 split_feature=42 132 457 split_gain=12.6695 10.8448 10.1456 threshold=-1.0000000180025095e-35 0.081465000000000024 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016863838405876178 9.7006742909187035e-05 0.00102730320251297 0.0013743991544046977 leaf_weight=25.762158734025434 146.05222905147821 8.0529445242136699 31.528056990355253 leaf_count=514 1476 110 165 internal_value=0 -0.00103991 0.000323922 internal_weight=0 33.8151 177.58 internal_count=2265 624 1641 is_linear=0 shrinkage=0.00204265 Tree=2294 num_leaves=4 num_cat=0 split_feature=42 132 457 split_gain=13.2051 10.5937 9.91838 threshold=-1.0000000180025095e-35 0.081465000000000024 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028529968863790601 1.50915492590214e-05 0.00016062579801152154 0.0002263495668816175 leaf_weight=26.903615715447813 152.09273301810026 8.3929010033607465 32.401981082744896 leaf_count=514 1476 110 165 internal_value=0 -0.000179237 5.22134e-05 internal_weight=0 35.2965 184.495 internal_count=2265 624 1641 is_linear=0 shrinkage=0.00034677 Tree=2295 num_leaves=4 num_cat=0 split_feature=42 132 457 split_gain=12.1835 10.4576 9.7419 threshold=-1.0000000180025095e-35 0.081465000000000024 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015993003959620152 9.0987086045794081e-05 0.00096512794233742346 0.0012956398786732671 leaf_weight=25.547092022607103 146.17377505288459 8.0485107661224884 31.424461333081126 leaf_count=514 1476 110 165 internal_value=0 -0.00098474 0.000304256 internal_weight=0 33.5956 177.598 internal_count=2265 624 1641 is_linear=0 shrinkage=0.00196333 Tree=2296 num_leaves=4 num_cat=0 split_feature=52 4 158 split_gain=14.2822 12.9126 4.46262 threshold=0.18829500000000002 -0.49367499999999992 -0.22818499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019061403371065011 -0.00019343086981626255 0.00026450610421441983 -0.0024192416087618746 leaf_weight=10.71710331737995 4.7755642596166572 187.12581471214071 11.089523079339413 leaf_count=98 71 1930 178 internal_value=0 0.00014675 -0.00175029 internal_weight=0 197.843 15.8651 internal_count=2277 2028 249 is_linear=0 shrinkage=0.00192483 Tree=2297 num_leaves=4 num_cat=0 split_feature=52 4 484 split_gain=14.5618 12.5822 4.30274 threshold=0.18829500000000002 -0.49367499999999992 -0.065229999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034709204192044754 -2.4188005182324868e-06 5.0195113365566605e-05 -0.00043069662254985173 leaf_weight=10.939938584342597 4.0608647335320738 195.05914968810976 12.290546854492275 leaf_count=98 40 1930 209 internal_value=0 2.90663e-05 -0.000324461 internal_weight=0 205.999 16.3514 internal_count=2277 2028 249 is_linear=0 shrinkage=0.00036078 Tree=2298 num_leaves=4 num_cat=0 split_feature=52 4 484 split_gain=13.7921 12.4008 4.42644 threshold=0.18829500000000002 -0.49367499999999992 -0.065759999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022403054931107204 7.4243610407881806e-05 0.00030911389889384171 -0.0027620750163597054 leaf_weight=10.652476489543913 3.8565783658996216 187.26326010050252 11.851270868908612 leaf_count=98 39 1930 210 internal_value=0 0.000171693 -0.00206646 internal_weight=0 197.916 15.7078 internal_count=2277 2028 249 is_linear=0 shrinkage=0.00230035 Tree=2299 num_leaves=4 num_cat=0 split_feature=52 4 158 split_gain=13.5098 11.9482 4.3159 threshold=0.18829500000000002 -0.49367499999999992 -0.22818499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030327625328331441 -3.2195985747191968e-05 4.1369320260049345e-05 -0.00039266092546013628 leaf_weight=10.884236773476003 4.9200985017232606 194.24428382795304 11.107300269999541 leaf_count=98 71 1930 178 internal_value=0 2.30557e-05 -0.000282175 internal_weight=0 205.129 16.0274 internal_count=2277 2028 249 is_linear=0 shrinkage=0.000320362 Tree=2300 num_leaves=4 num_cat=0 split_feature=123 484 4 split_gain=9.87717 9.77264 2.89901 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029742318909688914 0.00033763033167806252 -1.133019244041151e-05 8.494389783339303e-05 leaf_weight=16.290151748340577 11.320461065508427 177.63701790035702 11.416067520622162 leaf_count=359 82 1753 104 internal_value=0 -3.53893e-05 0.000210934 internal_weight=0 193.927 22.7365 internal_count=2298 2112 186 is_linear=0 shrinkage=0.000353706 Tree=2301 num_leaves=4 num_cat=0 split_feature=40 48 1 split_gain=9.65404 9.7056 2.74996 threshold=-0.076644999999999977 0.11951500000000001 0.099195000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.8889604961445762e-05 -2.0700024189561973e-05 -0.00040948739746208277 0.00033482390670818487 leaf_weight=11.722676027566196 183.51555981498677 9.9019265091046673 12.971043013967572 leaf_count=49 2057 67 125 internal_value=0 -4.06423e-05 0.000213481 internal_weight=0 193.417 24.6937 internal_count=2298 2124 174 is_linear=0 shrinkage=0.000382862 Tree=2302 num_leaves=4 num_cat=0 split_feature=123 484 4 split_gain=9.64487 9.71462 2.98038 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027468721443620113 0.00031316837665634382 -9.3588445068789436e-06 7.5771267236382725e-05 leaf_weight=16.053686250234023 11.247723451815547 177.00831431162078 11.352809397038071 leaf_count=359 82 1753 104 internal_value=0 -3.14467e-05 0.000194083 internal_weight=0 193.062 22.6005 internal_count=2298 2112 186 is_linear=0 shrinkage=0.000326769 Tree=2303 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=9.27041 9.95939 0.135321 threshold=0.18654500000000004 -0.0048499999999999993 0.0062300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025886106057018807 -0.00035691516505058243 2.9522118927450803e-05 -0.00046768546003672217 leaf_weight=17.708174920873716 5.9346274756826443 190.36921125208028 2.4187199361622334 leaf_count=356 187 1716 39 internal_value=0 4.95812e-06 -0.000389982 internal_weight=0 208.077 8.35335 internal_count=2298 2072 226 is_linear=0 shrinkage=0.000367995 Tree=2304 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=10.5133 17.9905 11.424 threshold=0.089790000000000023 -0.099704999999999974 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069562015000677109 -0.0012586016388501978 -0.00078689567648114825 0.00048548852091867577 leaf_weight=28.127673306502402 10.310110370628534 74.240004341001622 100.26623680116609 leaf_count=130 108 1273 724 internal_value=0 -0.000379489 0.000322681 internal_weight=0 102.368 110.576 internal_count=2235 1403 832 is_linear=0 shrinkage=0.00157903 Tree=2305 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=13.1851 18.7879 11.3401 threshold=0.089790000000000023 -0.16223499999999996 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019013894420678377 -0.00028888015508750343 -0.00018978843818775025 0.00012392117322871 leaf_weight=24.861353492364287 10.73932226654142 81.83541748940479 104.64759980421513 leaf_count=91 108 1312 724 internal_value=0 -0.000101244 8.54594e-05 internal_weight=0 106.697 115.387 internal_count=2235 1403 832 is_linear=0 shrinkage=0.000382862 Tree=2306 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=10.1303 17.293 10.9466 threshold=0.089790000000000023 -0.099704999999999974 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076574897992251977 -0.0013885045267910798 -0.00087228562141103492 0.00053626852073869859 leaf_weight=28.126180680468678 10.286590676754711 73.866886020405218 100.12068726029247 leaf_count=130 108 1273 724 internal_value=0 -0.000420513 0.000356729 internal_weight=0 101.993 110.407 internal_count=2235 1403 832 is_linear=0 shrinkage=0.00177825 Tree=2307 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=12.2691 17.8668 10.3975 threshold=0.089790000000000023 -0.099704999999999974 0.041935000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014254788597238408 2.7155123901562736e-05 -0.00017223362383357032 0.00029750990572199713 leaf_weight=28.607314698398113 94.596741636283696 76.626907486584969 19.882651617750525 leaf_count=130 716 1273 116 internal_value=0 -8.66518e-05 7.41518e-05 internal_weight=0 105.234 114.479 internal_count=2235 1403 832 is_linear=0 shrinkage=0.000339971 Tree=2308 num_leaves=3 num_cat=0 split_feature=3 47 split_gain=10.7996 10.4627 threshold=0.25682500000000003 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.2644934645074851e-05 0.00040221795874221779 -0.00027421651811792246 leaf_weight=165.815336580039 7.7050094036385408 28.362457856535912 leaf_count=1914 96 226 internal_value=0 -5.94139e-05 internal_weight=0 194.178 internal_count=2236 2140 is_linear=0 shrinkage=0.000382862 Tree=2309 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=11.2045 10.551 threshold=0.25682500000000003 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011501432214427649 0.00043571831581039338 -0.00011588985496413248 leaf_weight=43.515265909489244 7.9561133151873937 154.9943871377036 leaf_count=249 96 1891 internal_value=0 -6.52672e-05 internal_weight=0 198.51 internal_count=2236 2140 is_linear=0 shrinkage=0.000414422 Tree=2310 num_leaves=3 num_cat=0 split_feature=3 376 split_gain=11.3221 11.3555 threshold=0.25682500000000003 0.049360000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.9342804491087395e-05 0.0003647984104282606 0.00021893061345038177 leaf_weight=181.58073480741587 8.0541914170607907 16.746929702814668 leaf_count=2021 96 119 internal_value=0 -5.41377e-05 internal_weight=0 198.328 internal_count=2236 2140 is_linear=0 shrinkage=0.00034677 Tree=2311 num_leaves=3 num_cat=0 split_feature=3 47 split_gain=9.90579 10.909 threshold=0.25682500000000003 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011024815731920713 0.0022264605886782155 -0.0015550333409456018 leaf_weight=160.18457322241738 7.1249937154352656 27.663554019294679 leaf_count=1914 96 226 internal_value=0 -0.000323152 internal_weight=0 187.848 internal_count=2236 2140 is_linear=0 shrinkage=0.00212517 Tree=2312 num_leaves=4 num_cat=0 split_feature=401 481 2 split_gain=9.64796 9.2705 1.9907 threshold=0.083100000000000021 -0.053799999999999994 0.092320000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020493270876949629 -0.0023074586695549975 0.00025697768193334316 -0.00054923891495910681 leaf_weight=6.9376689018681637 7.2452002023346704 196.02593221259303 3.7931614834815264 leaf_count=204 147 1889 61 internal_value=0 0.000177959 -0.00170527 internal_weight=0 202.964 11.0384 internal_count=2301 2093 208 is_linear=0 shrinkage=0.00196333 Tree=2313 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=9.86449 10.4813 0.167803 threshold=0.10160500000000001 0.085745000000000016 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2838579436195654e-05 -0.00029518230243964186 0.00044224004206565407 -0.00039792930254663119 leaf_weight=206.84508565650322 3.8982662591151875 7.0500911734998217 4.6728912773542106 leaf_count=2088 75 59 79 internal_value=0 2.70301e-05 -0.000351959 internal_weight=0 213.895 8.57116 internal_count=2301 2147 154 is_linear=0 shrinkage=0.00034677 Tree=2314 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=9.89159 10.6336 0.164066 threshold=0.10160500000000001 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0098469970454931e-06 -0.0003198620467961933 0.0003359088586763845 -0.0004305665353790607 leaf_weight=197.90126799978316 3.864167732652275 15.069592883344738 4.6096073226071894 leaf_count=2018 75 129 79 internal_value=0 3.21689e-05 -0.000380916 internal_weight=0 212.971 8.47378 internal_count=2301 2147 154 is_linear=0 shrinkage=0.000375355 Tree=2315 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=9.49033 11.4309 0.158748 threshold=0.10160500000000001 0.03138500000000001 0.082555000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0574570331462859e-05 -0.0015569462820763395 0.0016953629006503793 -0.0020958543994186686 leaf_weight=191.38978838641196 3.7463727453723532 14.585339452605693 4.3524694456718862 leaf_count=2018 76 129 78 internal_value=0 0.000148606 -0.00185081 internal_weight=0 205.975 8.09884 internal_count=2301 2147 154 is_linear=0 shrinkage=0.00181381 Tree=2316 num_leaves=4 num_cat=0 split_feature=1 49 12 split_gain=10.5774 16.0921 15.1882 threshold=0.077765000000000015 -0.24639999999999998 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005330978789255085 0.00030023808068842901 -0.00013848020194612488 7.1356808699336074e-06 leaf_weight=4.7330671027302733 27.453427539207041 73.651286850916222 113.49498065235093 leaf_count=14 250 1202 837 internal_value=0 -9.78085e-05 6.42581e-05 internal_weight=0 78.3844 140.948 internal_count=2303 1216 1087 is_linear=0 shrinkage=0.000353706 Tree=2317 num_leaves=4 num_cat=0 split_feature=123 1456 1 split_gain=8.99844 10.0209 3.54632 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2134153076952619e-06 8.9564261410760238e-05 -0.0024639744446458452 0.0017794181424939501 leaf_weight=179.72734815918375 7.3620216399431255 6.9071720843203357 15.390039660036562 leaf_count=1910 30 197 166 internal_value=0 -0.000100305 0.00123316 internal_weight=0 186.635 22.7521 internal_count=2303 2107 196 is_linear=0 shrinkage=0.00200259 Tree=2318 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=8.69736 9.85174 3.27107 threshold=1.0000000180025095e-35 -0.068264999999999978 0.094435000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016377458861449176 0.00013151630732656879 2.0557605533060627e-05 0.0015659806299460138 leaf_weight=12.096239111386238 7.5840162262320545 174.40247387974523 14.911247093230484 leaf_count=145 31 1962 165 internal_value=0 -8.7156e-05 0.00108289 internal_weight=0 186.499 22.4953 internal_count=2303 2107 196 is_linear=0 shrinkage=0.00177825 Tree=2319 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=10.0925 10.0312 3.27568 threshold=1.0000000180025095e-35 0.080930000000000016 0.094435000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7527018846223593e-05 3.7963870790606142e-05 0.00017905767460551733 0.0003353349059462584 leaf_weight=163.39825840701815 7.7535438388586071 29.845722204074264 15.980445127002893 leaf_count=1958 31 149 165 internal_value=0 -2.09734e-05 0.000238297 internal_weight=0 193.244 23.734 internal_count=2303 2107 196 is_linear=0 shrinkage=0.000375355 Tree=2320 num_leaves=4 num_cat=0 split_feature=1 49 4 split_gain=13.2877 20.738 11.1055 threshold=0.090435000000000015 -0.24639999999999998 -0.16676499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035050690124040981 -0.0016266757392398561 -0.0007820560829710757 0.00069251307507274139 leaf_weight=5.1227369159460059 9.9084803052246553 103.43654220132157 92.312882840633392 leaf_count=13 102 1489 705 internal_value=0 -0.000579173 0.000467449 internal_weight=0 108.559 102.221 internal_count=2309 1502 807 is_linear=0 shrinkage=0.0020835 Tree=2321 num_leaves=4 num_cat=0 split_feature=1 49 4 split_gain=12.7331 19.7085 10.642 threshold=0.090435000000000015 -0.24639999999999998 -0.16676499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036732116440537808 -0.0017258688736302324 -0.00083028538459009756 0.00073474591699988843 leaf_weight=5.1725602000951758 9.8827794967219216 103.09824495273642 92.069749380927533 leaf_count=13 102 1489 705 internal_value=0 -0.000614524 0.000495947 internal_weight=0 108.271 101.953 internal_count=2309 1502 807 is_linear=0 shrinkage=0.00225525 Tree=2322 num_leaves=4 num_cat=0 split_feature=1 49 12 split_gain=15.9413 18.5653 10.9665 threshold=0.090435000000000015 -0.24639999999999998 -0.010219999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000597283621727965 0.00031887044442717222 -0.00015053285297574487 2.5350668373804859e-05 leaf_weight=5.2953597009181967 25.486020842567086 107.14033083210234 81.280998575501144 leaf_count=13 233 1489 574 internal_value=0 -0.000115218 9.54603e-05 internal_weight=0 112.436 106.767 internal_count=2309 1502 807 is_linear=0 shrinkage=0.00039052 Tree=2323 num_leaves=4 num_cat=0 split_feature=1 49 12 split_gain=15.3822 19.0024 11.0223 threshold=0.090435000000000015 -0.24639999999999998 -0.010219999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055268725230618403 0.00028826814586677466 -0.00013448148397360294 2.1646944789291302e-05 leaf_weight=5.2644234523177138 25.471870793029666 107.04073504183907 81.176314896903932 leaf_count=13 233 1489 574 internal_value=0 -0.000102181 8.5367e-05 internal_weight=0 112.305 106.648 internal_count=2309 1502 807 is_linear=0 shrinkage=0.000353706 Tree=2324 num_leaves=4 num_cat=0 split_feature=157 158 1 split_gain=10.6633 10.8482 3.84808 threshold=-0.083944999999999978 0.077000000000000013 0.10354000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049709979636619129 4.9794446136166196e-05 -0.00025859605066422085 -5.2097545815009664e-05 leaf_weight=8.5701949984068033 179.92082751705311 19.238382373703644 4.5320294974371782 leaf_count=158 1791 263 33 internal_value=0 1.99826e-05 -0.000343474 internal_weight=0 199.159 13.1022 internal_count=2245 2054 191 is_linear=0 shrinkage=0.00039052 Tree=2325 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=10.3305 12.3001 3.95274 threshold=-0.083944999999999978 0.12796000000000005 0.10364000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023225063700826735 0.00018861004869730731 -0.0021307435971276551 -0.00015250129987594754 leaf_weight=8.3745144500862789 182.51280664862134 7.8266940265893927 4.1199439642950884 leaf_count=160 1997 57 31 internal_value=0 9.30349e-05 -0.00160829 internal_weight=0 190.34 12.4945 internal_count=2245 2054 191 is_linear=0 shrinkage=0.00181381 Tree=2326 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=10.0023 11.6994 3.92052 threshold=-0.083944999999999978 0.12796000000000005 0.10364000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029384544071485667 0.00023380831772797783 -0.0026276492742919422 -0.00018899252456474813 leaf_weight=8.2082289329264295 182.53615484526381 7.8685697936452916 4.1220660861581555 leaf_count=160 1997 57 31 internal_value=0 0.000115306 -0.00202101 internal_weight=0 190.405 12.3303 internal_count=2245 2054 191 is_linear=0 shrinkage=0.00230035 Tree=2327 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=9.68406 11.1287 3.88824 threshold=-0.083944999999999978 0.12796000000000005 0.10364000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024529966456391006 0.00019122833160182195 -0.0021380983799779468 -0.00015453143219145316 leaf_weight=8.0448870499385503 182.559191506356 7.9101669071242204 4.1241449182853094 leaf_count=160 1997 57 31 internal_value=0 9.42871e-05 -0.0016755 internal_weight=0 190.469 12.169 internal_count=2245 2054 191 is_linear=0 shrinkage=0.00192483 Tree=2328 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=11.3983 20.2259 11.5883 threshold=0.08826500000000001 -0.070154999999999981 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002455810834202047 8.7248854734575383e-05 0.00016301627179591576 -0.00030785081399058016 leaf_weight=57.382202874403447 123.04544769180939 24.276764566078782 11.41176990047097 leaf_count=918 1065 194 94 internal_value=0 -0.000124098 5.36767e-05 internal_weight=0 81.659 134.457 internal_count=2271 1112 1159 is_linear=0 shrinkage=0.000375355 Tree=2329 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=11.4765 19.7997 12.1096 threshold=0.08826500000000001 -0.070154999999999981 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024233694209420138 8.9848344805986319e-05 0.00016079202581423312 -0.00031176495518140919 leaf_weight=57.545293320668861 124.28239424759522 24.443553100340068 11.543062195181845 leaf_count=918 1065 194 94 internal_value=0 -0.000122142 5.56784e-05 internal_weight=0 81.9888 135.825 internal_count=2271 1112 1159 is_linear=0 shrinkage=0.000375355 Tree=2330 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=11.1385 20.719 12.0657 threshold=0.08826500000000001 -0.070154999999999981 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024528768476277086 8.4709039019604759e-05 0.0001626583177974772 -0.00031460255481147588 leaf_weight=58.552055279957131 125.29126525484025 25.02402887865901 11.634110151790081 leaf_count=918 1065 194 94 internal_value=0 -0.000123133 5.07417e-05 internal_weight=0 83.5761 136.925 internal_count=2271 1112 1159 is_linear=0 shrinkage=0.000375355 Tree=2331 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=10.6719 19.2815 12.0693 threshold=0.08826500000000001 -0.070154999999999981 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014533632499250792 0.00052847037238313763 0.00097972696073746006 -0.0019216398811285579 leaf_weight=55.627822810551152 119.8166694235988 23.572071329690516 11.16112492373213 leaf_count=918 1065 194 94 internal_value=0 -0.000729147 0.000319437 internal_weight=0 79.1999 130.978 internal_count=2271 1112 1159 is_linear=0 shrinkage=0.00225525 Tree=2332 num_leaves=4 num_cat=0 split_feature=52 484 4 split_gain=11.1687 9.55256 4.85652 threshold=-0.24600999999999998 -0.0048499999999999993 0.031175000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022156364536895655 -0.0012400127694701436 0.00022843404733303521 -0.00013495236093009633 leaf_weight=10.79702984984033 16.613789739785716 171.58664752892219 5.9570423378609112 leaf_count=205 332 1665 54 internal_value=0 9.86912e-05 -0.00147683 internal_weight=0 188.2 16.7541 internal_count=2256 1997 259 is_linear=0 shrinkage=0.00185009 Tree=2333 num_leaves=4 num_cat=0 split_feature=52 484 4 split_gain=11.2468 9.93466 4.87281 threshold=-0.24600999999999998 -0.0048499999999999993 0.031175000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043066340814466977 -0.00024296016301388328 4.327433389839423e-05 -2.8224780132552525e-05 leaf_weight=10.984077357687058 17.302567069418728 177.68665046663955 6.0846392954699686 leaf_count=205 332 1665 54 internal_value=0 1.78537e-05 -0.000287394 internal_weight=0 194.989 17.0687 internal_count=2256 1997 259 is_linear=0 shrinkage=0.00036078 Tree=2334 num_leaves=4 num_cat=0 split_feature=52 14 15 split_gain=10.8111 9.30413 3.20869 threshold=-0.24600999999999998 0.062655000000000016 -0.0023149999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085004342255706354 0.00017468800997326659 -0.0020638197480100642 -0.0025489790731865786 leaf_weight=10.603653836064042 181.65086793410592 6.5667408243753007 5.9439479121938339 leaf_count=181 1924 73 78 internal_value=0 9.63871e-05 -0.00146254 internal_weight=0 188.218 16.5476 internal_count=2256 1997 259 is_linear=0 shrinkage=0.00185009 Tree=2335 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=11.5616 10.8762 0.589018 threshold=-0.41304999999999997 0.10098000000000001 -0.077764999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021089903572660084 -4.2163385242314031e-05 0.00012415377451771299 -0.00038232177123488143 leaf_weight=3.3328672870993605 132.84348628879525 69.051274999976158 8.2958510664757323 leaf_count=58 1551 482 165 internal_value=0 1.47261e-05 -0.000333617 internal_weight=0 201.895 11.6287 internal_count=2256 2033 223 is_linear=0 shrinkage=0.000339971 Tree=2336 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=13.6079 14.8589 7.99344 threshold=0.08826500000000001 -0.033989999999999999 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001762073164632072 0.00012035711034759994 0.00027146983685659995 -0.00023645721637395895 leaf_weight=67.466540506109595 126.52389100496657 12.9362849839963 9.9073814493603987 leaf_count=1025 1061 97 91 internal_value=0 -0.000104132 9.44165e-05 internal_weight=0 80.4028 136.431 internal_count=2274 1122 1152 is_linear=0 shrinkage=0.000382862 Tree=2337 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=12.7741 14.207 8.33086 threshold=0.08826500000000001 -0.16223499999999996 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021930072441987141 0.00059741879892301884 -0.00077861913421528486 -0.0012718765003718203 leaf_weight=6.4936968330293885 121.32212098664604 70.383837555767968 9.5090012019500119 leaf_count=39 1061 1083 91 internal_value=0 -0.000527129 0.00046139 internal_weight=0 76.8775 130.831 internal_count=2274 1122 1152 is_linear=0 shrinkage=0.00192483 Tree=2338 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=12.2261 13.6815 7.96956 threshold=0.08826500000000001 -0.033989999999999999 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010022073735290683 0.00067136836252640049 0.0015381471096216576 -0.0014300039223305177 leaf_weight=64.359960477333516 121.23072575894184 12.335085008293388 9.497666906565426 leaf_count=1025 1061 97 91 internal_value=0 -0.000593354 0.000518513 internal_weight=0 76.695 130.728 internal_count=2274 1122 1152 is_linear=0 shrinkage=0.00221103 Tree=2339 num_leaves=4 num_cat=0 split_feature=2 0 51 split_gain=12.9767 14.6398 7.53306 threshold=0.08826500000000001 -0.033989999999999999 -0.10998999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016502081873928488 -0.0001940025781483358 0.00025514586329740548 0.00011104225152406339 leaf_weight=67.323490637354553 11.492980668786911 12.836517903953789 124.63103599078022 leaf_count=1025 152 97 1000 internal_value=0 -9.76922e-05 8.52637e-05 internal_weight=0 80.16 136.124 internal_count=2274 1122 1152 is_linear=0 shrinkage=0.00036078 Tree=2340 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=9.59014 11.1968 threshold=0.17126500000000003 -0.12851999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010651715407674238 0.0003523116740526163 -9.3393929255823106e-05 leaf_weight=62.080968711990863 10.4571351185441 136.95111840905156 leaf_count=317 33 1911 internal_value=0 -3.10346e-05 internal_weight=0 199.032 internal_count=2261 2228 is_linear=0 shrinkage=0.00039052 Tree=2341 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=10.2574 11.7925 threshold=0.17126500000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014457110289204633 0.00031552207118253658 3.018519521586473e-05 leaf_weight=66.239790279767476 10.624539904296396 136.70202228799462 leaf_count=1152 33 1076 internal_value=0 -2.68631e-05 internal_weight=0 202.942 internal_count=2261 2228 is_linear=0 shrinkage=0.000339971 Tree=2342 num_leaves=3 num_cat=0 split_feature=47 0 split_gain=9.37956 8.39347 threshold=0.13148500000000005 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6777177953764187e-05 -0.0018471450955609833 0.0014672720417261598 leaf_weight=184.62381121166982 7.4919365439563981 10.277507938444613 leaf_count=2180 48 33 internal_value=0 2.37246e-05 internal_weight=0 194.901 internal_count=2261 2213 is_linear=0 shrinkage=0.00164282 Tree=2343 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=9.41638 11.2247 threshold=0.17126500000000003 -0.12851999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.7887062531027021e-05 0.00032224302176340715 -8.614502393833788e-05 leaf_weight=62.626068283803761 10.441288162022827 138.53061177302152 leaf_count=317 33 1911 internal_value=0 -2.88465e-05 internal_weight=0 201.157 internal_count=2261 2228 is_linear=0 shrinkage=0.00036078 Tree=2344 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=8.96749 21.5079 10.917 threshold=0.09167500000000002 0.088235000000000022 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016345036198375253 0.00043441168659635101 0.0036341111055304747 -0.002537265365524578 leaf_weight=187.67527085787151 11.206708850339055 8.7636529649607819 12.029935316415504 leaf_count=1795 42 153 302 internal_value=0 0.000318624 -0.00110489 internal_weight=0 196.439 23.2366 internal_count=2292 1948 344 is_linear=0 shrinkage=0.00216767 Tree=2345 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=8.62689 19.8762 10.6843 threshold=0.09167500000000002 0.088235000000000022 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014189460152884929 0.00037729075115995364 0.0030640195003156395 -0.0022456769326000764 leaf_weight=187.66169533226639 11.201330410316586 9.0207421465311182 11.801206850446761 leaf_count=1795 42 153 302 internal_value=0 0.000276201 -0.000969141 internal_weight=0 196.682 23.0025 internal_count=2292 1948 344 is_linear=0 shrinkage=0.00192483 Tree=2346 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=8.82665 9.13767 threshold=-0.40771999999999992 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043474801242273986 6.8945433449272458e-05 -0.00019992866099913543 leaf_weight=6.6180797442793837 198.88904608483426 23.291963980300352 leaf_count=90 1862 340 internal_value=0 4.07437e-05 internal_weight=0 222.181 internal_count=2292 2202 is_linear=0 shrinkage=0.000406297 Tree=2347 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=8.54654 8.66733 threshold=-0.40771999999999992 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018189374565765915 0.00030219620379338486 -0.00082299126979823998 leaf_weight=6.388119882438331 191.15639039268717 22.317675669910386 leaf_count=90 1862 340 internal_value=0 0.0001845 internal_weight=0 213.474 internal_count=2292 2202 is_linear=0 shrinkage=0.0017092 Tree=2348 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.25084 9.05839 threshold=-0.5138299999999999 0.099515000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023460447737513783 -0.00034128598110181148 0.00060156591585600603 leaf_weight=7.8783434513024977 127.44804661045782 72.004739770200104 leaf_count=175 1607 524 internal_value=0 -8.80644e-07 internal_weight=0 199.453 internal_count=2306 2131 is_linear=0 shrinkage=0.00212517 Tree=2349 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.43442 11.322 threshold=-0.5138299999999999 0.099515000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039814837543111856 -6.434054499884698e-05 0.00011129686585159988 leaf_weight=8.0535537800751609 131.56638233817648 74.982432854361832 leaf_count=175 1607 524 internal_value=0 -5.75337e-07 internal_weight=0 206.549 internal_count=2306 2131 is_linear=0 shrinkage=0.00036078 Tree=2350 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=11.2931 21.771 12.032 threshold=-0.059315 -0.10075499999999998 0.083310000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1169529382265395e-05 0.00013743059546328325 -0.00023985034102638048 -0.00016421422643889155 leaf_weight=52.360830475576222 82.891000541392714 63.028481245506555 22.823225765489042 leaf_count=323 523 1344 116 internal_value=0 -9.41901e-05 7.22889e-05 internal_weight=0 115.389 105.714 internal_count=2306 1667 639 is_linear=0 shrinkage=0.000367995 Tree=2351 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=10.1308 11.4563 10.4778 threshold=0.10098000000000001 0.087885000000000019 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010341823809178804 0.00018494350913149621 -0.00012816735624266505 0.00033136706288933214 leaf_weight=130.2249647276476 55.070910978130996 23.465726087801158 8.2888417169451696 leaf_count=1696 442 142 26 internal_value=0 9.13816e-05 -7.73581e-05 internal_weight=0 78.5366 138.514 internal_count=2306 584 1722 is_linear=0 shrinkage=0.000375355 Tree=2352 num_leaves=4 num_cat=0 split_feature=0 147 51 split_gain=12.6003 13.7997 10.1154 threshold=-0.062294999999999996 0.089365000000000014 -0.097374999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011665980456916663 -0.0002043098621772469 0.00032137659090326681 0.00020472631274553435 leaf_weight=142.63992832612712 11.757458945736287 12.38514002971351 51.767971022520214 leaf_count=1783 109 67 314 internal_value=0 -8.16293e-05 0.000128982 internal_weight=0 155.025 63.5254 internal_count=2273 1850 423 is_linear=0 shrinkage=0.00039833 Tree=2353 num_leaves=4 num_cat=0 split_feature=0 147 51 split_gain=12.8072 13.9434 9.90925 threshold=-0.062294999999999996 0.090115000000000015 -0.097374999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8321421457165102e-05 -0.00017266912222710438 0.00029051374330173077 0.00017672887923591025 leaf_weight=142.32645347283687 11.461747354827819 11.503542352467774 51.353077762294561 leaf_count=1789 109 61 314 internal_value=0 -6.92115e-05 0.000112942 internal_weight=0 153.83 62.8148 internal_count=2273 1850 423 is_linear=0 shrinkage=0.000339971 Tree=2354 num_leaves=4 num_cat=0 split_feature=0 147 51 split_gain=12.0122 13.2384 9.72527 threshold=-0.062294999999999996 0.090115000000000015 -0.097374999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065151365632174928 -0.0011696669190854343 0.001916860449272293 0.0011596289003395468 leaf_weight=136.43530264636502 11.151782492175697 11.014106547459958 49.616167398169637 leaf_count=1789 109 61 314 internal_value=0 -0.000459439 0.000731937 internal_weight=0 147.449 60.7679 internal_count=2273 1850 423 is_linear=0 shrinkage=0.00225525 Tree=2355 num_leaves=4 num_cat=0 split_feature=0 147 51 split_gain=11.7257 13.4513 9.6025 threshold=-0.062294999999999996 0.089365000000000014 -0.097374999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5840309097799823e-05 -0.00017156616307570973 0.00027401378341598842 0.00016979242923458778 leaf_weight=142.29230264213402 11.64937560725957 12.333590358495711 51.875619250815362 leaf_count=1783 109 67 314 internal_value=0 -6.63091e-05 0.00010716 internal_weight=0 154.626 63.525 internal_count=2273 1850 423 is_linear=0 shrinkage=0.000339971 Tree=2356 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=12.9895 14.0988 9.64784 threshold=0.10114000000000002 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001331033882414647 0.00029897556101572546 -0.00012487367270703096 3.0013691187111281e-05 leaf_weight=29.76714031631127 19.862124318256974 112.14194251352455 58.17421599291265 leaf_count=145 204 1562 370 internal_value=0 -7.07492e-05 9.85273e-05 internal_weight=0 141.909 78.0363 internal_count=2281 1707 574 is_linear=0 shrinkage=0.000333305 Tree=2357 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=10.8713 11.4011 3.76532 threshold=0.12796000000000002 0.26364000000000004 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8666187034471565e-05 0.0029463533567573798 -0.002169667794951197 0.00080581722536310482 leaf_weight=174.0674072742695 7.3526956932619241 16.3186266918201 13.081989013124256 leaf_count=1835 112 253 81 internal_value=0 -0.000258093 0.00157804 internal_weight=0 190.386 20.4347 internal_count=2281 2088 193 is_linear=0 shrinkage=0.00239329 Tree=2358 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=11.6721 14.7753 9.63595 threshold=0.10114000000000002 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014947554384780212 0.00031399984813119096 -0.00013041721275939359 2.6890016458092794e-05 leaf_weight=29.885180494748056 19.534582908730954 111.86434264609125 58.031747955828905 leaf_count=145 204 1562 370 internal_value=0 -7.1395e-05 9.92563e-05 internal_weight=0 141.75 77.5663 internal_count=2281 1707 574 is_linear=0 shrinkage=0.000353706 Tree=2359 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=10.4892 11.0412 3.74638 threshold=0.12796000000000002 0.26364000000000004 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2462936368285154e-05 0.0027698369718030507 -0.002020205838046971 0.00074502092741036377 leaf_weight=174.18180759763345 7.2161608790047493 16.158700024476275 13.05461982777342 leaf_count=1835 112 253 81 internal_value=0 -0.000238 0.00146776 internal_weight=0 190.341 20.2708 internal_count=2281 2088 193 is_linear=0 shrinkage=0.00225525 Tree=2360 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=9.45125 8.6358 threshold=-1.0000000180025095e-35 0.11790000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0031499461116373576 -0.00056572201134961011 0.0011173729050996295 leaf_weight=6.0670086736790827 164.48536711081397 26.773963551968336 leaf_count=68 1988 235 internal_value=0 -0.000330021 internal_weight=0 191.259 internal_count=2291 2223 is_linear=0 shrinkage=0.00274913 Tree=2361 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=10.093 10.665 3.86327 threshold=1.0000000180025095e-35 0.12258000000000001 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4612704383438467e-05 5.3004611929347684e-05 0.00018770559997034899 0.000333693074671696 leaf_weight=160.3262260517804 12.492423391900958 19.366469133645296 11.163108154665677 leaf_count=1940 95 156 100 internal_value=0 -5.52466e-05 0.000185625 internal_weight=0 179.693 23.6555 internal_count=2291 2096 195 is_linear=0 shrinkage=0.00034677 Tree=2362 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=9.19828 8.29661 threshold=-1.0000000180025095e-35 0.11790000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0023348343956878688 -0.00041141421351400555 0.00081624443417914439 leaf_weight=5.9508945113047949 164.41976331325714 26.679395145736635 leaf_count=68 1988 235 internal_value=0 -0.000239956 internal_weight=0 191.099 internal_count=2291 2223 is_linear=0 shrinkage=0.00204265 Tree=2363 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=9.97582 10.2463 3.78298 threshold=1.0000000180025095e-35 0.12122500000000001 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.782146605113239e-05 5.6642770566385254e-05 0.00018178019427409259 0.00034604610317586843 leaf_weight=161.30188387644012 12.583835734985771 20.685521393083036 11.030051571782677 leaf_count=1931 95 165 100 internal_value=0 -5.71615e-05 0.000191993 internal_weight=0 181.987 23.6139 internal_count=2291 2096 195 is_linear=0 shrinkage=0.00036078 Tree=2364 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=8.5916 15.2162 11.8949 threshold=0.15891500000000003 0.093015000000000014 -0.11692999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7016873383696075e-05 -4.8228648769887645e-05 0.00020289410713663107 0.00032900991660412621 leaf_weight=138.01017421192955 25.292650773189962 31.711473172530532 25.671606010757387 leaf_count=1670 144 218 195 internal_value=0 -4.09638e-05 0.000141845 internal_weight=0 169.722 50.9643 internal_count=2227 1888 339 is_linear=0 shrinkage=0.00039052 Tree=2365 num_leaves=4 num_cat=0 split_feature=483 158 16 split_gain=8.13121 10.2784 4.19416 threshold=0.088070000000000009 0.084765000000000021 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025195736600028756 0.00017995490737888467 -0.0016221647671869708 -0.0023902310372403606 leaf_weight=181.50483970786445 3.9986356836743644 13.640163250500335 8.8328233887441439 leaf_count=1805 66 196 160 internal_value=0 0.000120815 -0.00159021 internal_weight=0 195.145 12.8315 internal_count=2227 2001 226 is_linear=0 shrinkage=0.0020835 Tree=2366 num_leaves=4 num_cat=0 split_feature=157 42 1 split_gain=8.39787 9.42237 6.42291 threshold=-0.083944999999999978 -1.0000000180025095e-35 0.10439500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046266042764242309 -0.00014418446614793685 5.4199199478448043e-05 6.4412906367794585e-05 leaf_weight=8.2107634610729274 36.379434105940163 169.11557783233002 4.4535273797810069 leaf_count=155 603 1441 28 internal_value=0 1.90686e-05 -0.000277492 internal_weight=0 205.495 12.6643 internal_count=2227 2044 183 is_linear=0 shrinkage=0.000353706 Tree=2367 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=8.53578 16.674 7.58599 threshold=-0.12077499999999998 -0.059315 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025643758380186171 -0.00017237646352790623 5.8258830685479045e-05 -6.2310695533219891e-05 leaf_weight=28.76833616103977 71.856842982000671 103.6700532133691 15.575470863375811 leaf_count=133 1358 620 116 internal_value=0 -3.61667e-05 0.000144501 internal_weight=0 175.527 44.3438 internal_count=2227 1978 249 is_linear=0 shrinkage=0.000367995 Tree=2368 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=13.5561 9.08985 0.177046 threshold=-0.25833999999999996 -0.49071999999999993 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049471677983671037 -0.00027291653556061929 5.6279054235065821e-05 -0.00038156713580810258 leaf_weight=4.1417304497445002 12.545864311978219 198.76352914818563 4.7860777378082258 leaf_count=69 117 1951 113 internal_value=0 3.67112e-05 -0.000435002 internal_weight=0 211.309 8.92781 internal_count=2250 2068 182 is_linear=0 shrinkage=0.000375355 Tree=2369 num_leaves=4 num_cat=0 split_feature=160 41 52 split_gain=13.2924 8.9413 0.150019 threshold=-0.25833999999999996 0.088520000000000015 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035829245458265062 5.1418275738911997e-05 -0.00038934619539727111 -0.00046566486476625385 leaf_weight=3.3100700273644161 202.78716960549355 6.411311760544776 5.3958345595747232 leaf_count=79 2015 53 103 internal_value=0 3.78759e-05 -0.000425714 internal_weight=0 209.198 8.7059 internal_count=2250 2068 182 is_linear=0 shrinkage=0.000367995 Tree=2370 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=12.9575 8.88675 0.183138 threshold=-0.25833999999999996 -0.49071999999999993 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032370951614736606 -0.0017742677672187266 0.00038755006744986689 -0.0024666451696850238 leaf_weight=3.9542139874538407 12.032607566565273 189.72509296215139 4.4208645324688387 leaf_count=69 117 1951 113 internal_value=0 0.000258466 -0.00283694 internal_weight=0 201.758 8.37508 internal_count=2250 2068 182 is_linear=0 shrinkage=0.00244115 Tree=2371 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=12.5761 8.52212 0.178785 threshold=-0.25833999999999996 -0.49071999999999993 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029173836652643999 -0.001578587952338467 0.00034313278867169746 -0.002221420815051528 leaf_weight=3.8856758893234655 11.975499046966432 189.73111885879189 4.3473477219231409 leaf_count=69 117 1951 113 internal_value=0 0.0002289 -0.00255588 internal_weight=0 201.707 8.23302 internal_count=2250 2068 182 is_linear=0 shrinkage=0.00221103 Tree=2372 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=11.6511 25.9482 10.3657 threshold=1.0000000180025095e-35 0.0060650000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002773891036155769 -5.8818528599055666e-05 0.00017253199320947375 0.00015590916859855219 leaf_weight=46.711337496992201 49.209721818566322 29.420082631986588 88.827825623098761 leaf_count=915 522 272 556 internal_value=0 -0.000103523 7.93622e-05 internal_weight=0 76.1314 138.038 internal_count=2265 1187 1078 is_linear=0 shrinkage=0.000375355 Tree=2373 num_leaves=4 num_cat=0 split_feature=401 484 2 split_gain=10.4122 8.57773 1.83621 threshold=0.083100000000000021 -0.0048499999999999993 0.092320000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012729557154162628 -0.0025848926296214722 0.00034074626867942897 -0.00070650488998400083 leaf_weight=16.92455685720779 7.3581358185037953 178.94623997923918 3.6853497270494699 leaf_count=353 144 1709 59 internal_value=0 0.000201201 -0.00196035 internal_weight=0 195.871 11.0435 internal_count=2265 2062 203 is_linear=0 shrinkage=0.00216767 Tree=2374 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=11.9754 19.1646 11.6319 threshold=1.0000000180025095e-35 -0.059114999999999994 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025465532789509758 9.1109885936035997e-05 0.00011008221233804635 -0.00018076230585111028 leaf_weight=52.035573511617258 113.6177853862755 27.553999662399292 23.795617994852364 leaf_count=1053 771 134 307 internal_value=0 -0.000128387 4.40117e-05 internal_weight=0 79.5896 137.413 internal_count=2265 1187 1078 is_linear=0 shrinkage=0.000353706 Tree=2375 num_leaves=4 num_cat=0 split_feature=401 484 2 split_gain=10.0625 8.24832 1.87489 threshold=0.083100000000000021 -0.0048499999999999993 0.092410000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001255050688798796 -0.0025727535596106643 0.00032940754257058274 -0.00065914516869453933 leaf_weight=16.875687246443704 7.3159474702551943 179.05963769508526 3.6045617237687111 leaf_count=353 146 1709 57 internal_value=0 0.000192831 -0.00194338 internal_weight=0 195.935 10.9205 internal_count=2265 2062 203 is_linear=0 shrinkage=0.00216767 Tree=2376 num_leaves=4 num_cat=0 split_feature=0 0 51 split_gain=12.0136 26.5965 8.96681 threshold=-0.061684999999999997 -0.10653 -0.097374999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030149536896371747 -0.0007782951955178901 -0.001034930473371386 0.00075111495301505814 leaf_weight=71.109554938040674 11.33891211170703 71.609719890635461 48.090182663872838 leaf_count=404 118 1438 317 internal_value=0 -0.000369108 0.000459151 internal_weight=0 142.719 59.4291 internal_count=2277 1842 435 is_linear=0 shrinkage=0.00154807 Tree=2377 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=12.572 11.5097 11.4429 threshold=0.10423500000000001 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000112149976629369 0.00017699287231824702 0.00037954425014661539 -0.00022891283009950466 leaf_weight=137.28885302762501 53.62983843870461 6.7461980134248725 11.387441236525772 leaf_count=1758 441 20 58 internal_value=0 -8.90731e-05 0.000105854 internal_weight=0 144.035 65.0173 internal_count=2277 1778 499 is_linear=0 shrinkage=0.000367995 Tree=2378 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=11.5243 25.6611 8.17572 threshold=-0.061684999999999997 -0.10653 -0.11251499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043920353099890998 -0.00080622718522335647 -0.0015149663594583957 0.001163152934733981 leaf_weight=71.079339803662151 14.878755740355698 71.120606853859499 44.410777518991381 leaf_count=404 174 1438 261 internal_value=0 -0.000538237 0.000668835 internal_weight=0 142.2 59.2895 internal_count=2277 1842 435 is_linear=0 shrinkage=0.00230035 Tree=2379 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=13.6193 11.3886 11.3499 threshold=0.10423500000000001 0.12879500000000002 -0.47365999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032505454731333254 0.00019534100354342136 -0.00024269835486434086 -0.00012865888760743224 leaf_weight=9.3351655527949315 54.297346904408187 11.375620003789662 135.2013610326685 leaf_count=24 441 58 1754 internal_value=0 0.000119417 -9.93159e-05 internal_weight=0 65.673 144.537 internal_count=2277 499 1778 is_linear=0 shrinkage=0.00039833 Tree=2380 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=10.3769 9.88654 threshold=0.15015500000000001 -0.072149999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019684297048749874 0.00030747876372999529 -5.1362420657297983e-05 leaf_weight=28.54287644289434 16.362442842684686 170.98719752556644 leaf_count=213 125 1946 internal_value=0 -1.58411e-05 internal_weight=0 199.53 internal_count=2284 2159 is_linear=0 shrinkage=0.00039052 Tree=2381 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=10.5926 15.7614 threshold=0.25845500000000005 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002278680605470324 -0.002631670031712407 -4.7303300342563703e-05 leaf_weight=16.098194659687579 7.2474053297191849 183.69388839136809 leaf_count=90 74 2120 internal_value=0 0.000140312 internal_weight=0 199.792 internal_count=2284 2210 is_linear=0 shrinkage=0.00225525 Tree=2382 num_leaves=4 num_cat=0 split_feature=13 12 16 split_gain=12.2322 12.0418 0.377349 threshold=-0.17446999999999999 -0.072149999999999978 -0.036954999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030656890812231466 0.00019142834148527774 -5.9806693351306344e-05 0.00021195192476801975 leaf_weight=10.960098522715272 29.143522309139371 167.21431853412651 11.530432527884839 leaf_count=92 215 1931 46 internal_value=0 -2.25033e-05 0.000258282 internal_weight=0 196.358 22.4905 internal_count=2284 2146 138 is_linear=0 shrinkage=0.00036078 Tree=2383 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=10.1268 15.0636 threshold=0.25845500000000005 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020984457058602518 -0.0024260572096702717 -4.3619511815394622e-05 leaf_weight=16.108101309277117 7.2404730049893251 183.88479586131871 leaf_count=90 74 2120 internal_value=0 0.000129093 internal_weight=0 199.993 internal_count=2284 2210 is_linear=0 shrinkage=0.00212517 Tree=2384 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=10.3824 12.6625 11.7088 threshold=0.09167500000000002 0.088435000000000014 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7313770952671367e-05 -0.002483799977592393 0.0027228953607871822 0.00057874462940038377 leaf_weight=178.63366620079614 14.279776326147841 8.6807771450839919 9.298479578457771 leaf_count=1723 322 153 52 internal_value=0 0.000219257 -0.00127654 internal_weight=0 187.314 23.5783 internal_count=2250 1876 374 is_linear=0 shrinkage=0.00212517 Tree=2385 num_leaves=4 num_cat=0 split_feature=1 42 12 split_gain=11.03 16.8669 6.69831 threshold=0.10098000000000001 0.092145000000000019 -0.062539999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4643419217779881e-06 0.00034104600836303033 -0.00036652052003985944 6.5142758103837241e-05 leaf_weight=123.27931307151448 15.421501985285429 20.962772001512349 62.979620332829654 leaf_count=1347 172 343 388 internal_value=0 -5.54143e-05 0.000119483 internal_weight=0 144.242 78.4011 internal_count=2250 1690 560 is_linear=0 shrinkage=0.000375355 Tree=2386 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=10.0103 11.7495 11.4105 threshold=0.09167500000000002 0.088435000000000014 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6180540136707068e-05 -0.0022332172002155568 0.0023517915361849842 0.00051187403189823779 leaf_weight=178.80068740621209 14.080929046962412 8.8840161152183992 9.3074096087366325 leaf_count=1723 322 153 52 internal_value=0 0.000193651 -0.00114128 internal_weight=0 187.685 23.3883 internal_count=2250 1876 374 is_linear=0 shrinkage=0.00192483 Tree=2387 num_leaves=4 num_cat=0 split_feature=1 454 0 split_gain=11.1787 13.3715 7.0848 threshold=0.10098000000000001 1.0000000180025095e-35 -0.23006999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5699214278573286e-05 -0.00021460358016308487 0.00046133254676802279 0.00016625378299682121 leaf_weight=136.04697894095443 8.3253565412014705 7.1550552919507018 69.561889449134469 leaf_count=1672 38 18 522 internal_value=0 -5.83091e-05 0.000125501 internal_weight=0 143.202 77.8872 internal_count=2250 1690 560 is_linear=0 shrinkage=0.00039052 Tree=2388 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=16.8079 18.2242 10.8946 threshold=0.090510000000000021 -0.059114999999999994 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021223520028983175 0.00010906203784038241 0.00019500467270087624 -0.00028773833732998215 leaf_weight=73.669670163537376 115.33261440321803 18.630529014393687 10.180511559359728 leaf_count=1121 887 131 141 internal_value=0 -0.000130012 7.68382e-05 internal_weight=0 92.3002 125.513 internal_count=2280 1252 1028 is_linear=0 shrinkage=0.000367995 Tree=2389 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=16.9058 17.8553 10.2084 threshold=0.090510000000000021 -0.059114999999999994 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022148549796741415 0.00010979388013435427 0.00019648354597075483 -0.00028916822707599307 leaf_weight=74.332761727040634 116.47406729124486 18.746572431176901 10.208169198129324 leaf_count=1121 887 131 141 internal_value=0 -0.000137282 7.76064e-05 internal_weight=0 93.0793 126.682 internal_count=2280 1252 1028 is_linear=0 shrinkage=0.000382862 Tree=2390 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=16.6525 17.0781 10.2466 threshold=0.090510000000000021 -0.059114999999999994 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019829655634595497 0.00010033590169857228 0.00017438665231978346 -0.00026365813221846909 leaf_weight=73.474643615423702 115.18177314056084 18.493751873262227 10.098251967690883 leaf_count=1121 887 131 141 internal_value=0 -0.000123334 7.09603e-05 internal_weight=0 91.9684 125.28 internal_count=2280 1252 1028 is_linear=0 shrinkage=0.00034677 Tree=2391 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=15.448 16.9142 9.77469 threshold=0.090510000000000021 -0.059114999999999994 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010615132749031701 0.0005152732149654092 0.0009480340152210287 -0.0014070760557992168 leaf_weight=71.042888426920399 111.29397771833465 17.943732226267457 9.8369056046940369 leaf_count=1121 887 131 141 internal_value=0 -0.000656181 0.000358964 internal_weight=0 88.9866 121.131 internal_count=2280 1252 1028 is_linear=0 shrinkage=0.00185009 Tree=2392 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=9.76185 12.9578 threshold=1.0000000180025095e-35 -0.15135499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012128615429194182 -0.0024355195268492428 -0.00017005677537837964 leaf_weight=46.927924052346498 7.9774491395801297 151.70882764144335 leaf_count=347 60 1871 internal_value=0 0.000156743 internal_weight=0 198.637 internal_count=2278 2218 is_linear=0 shrinkage=0.00230035 Tree=2393 num_leaves=4 num_cat=0 split_feature=12 453 16 split_gain=9.68012 11.0422 11.0335 threshold=0.092215000000000005 1.0000000180025095e-35 -0.25516999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4515567725606978e-05 0.00015255228504331187 -0.00037278050902271278 -0.00024754674850939332 leaf_weight=156.63417285564356 13.359591720625756 8.1632524682208878 35.43446231004782 leaf_count=1538 74 59 607 internal_value=0 5.23181e-05 -0.000137985 internal_weight=0 164.797 48.7941 internal_count=2278 1597 681 is_linear=0 shrinkage=0.000375355 Tree=2394 num_leaves=4 num_cat=0 split_feature=12 16 454 split_gain=9.69114 10.3414 10.0195 threshold=0.092215000000000005 -0.25516999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021051791792625666 0.00080194733970652215 -0.0013889968819457252 0.00040742992476335287 leaf_weight=7.1962506035342804 12.904843230731784 33.849396458826959 152.62895462708548 leaf_count=54 74 607 1543 internal_value=0 -0.000784184 0.00029406 internal_weight=0 46.7542 159.825 internal_count=2278 681 1597 is_linear=0 shrinkage=0.0020835 Tree=2395 num_leaves=4 num_cat=0 split_feature=12 453 16 split_gain=9.29484 11.3043 9.94571 threshold=0.092215000000000005 1.0000000180025095e-35 -0.25516999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041432273905043897 0.00078561784586026764 -0.0021321856893485266 -0.0013664621644396855 leaf_weight=151.8679400831461 12.878316309303043 7.9452390363439909 33.638604555511847 leaf_count=1538 74 59 607 internal_value=0 0.000287481 -0.000770576 internal_weight=0 159.813 46.5169 internal_count=2278 1597 681 is_linear=0 shrinkage=0.0020835 Tree=2396 num_leaves=3 num_cat=0 split_feature=41 1213 split_gain=8.67432 8.37024 threshold=0.083035000000000012 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019351601101923947 -0.00164865425172229 0.00014366202972260431 leaf_weight=6.3148535031359634 9.6802135054022056 185.43320582027081 leaf_count=214 78 1937 internal_value=0 7.50142e-05 internal_weight=0 191.748 internal_count=2229 2151 is_linear=0 shrinkage=0.00177825 Tree=2397 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=9.12249 14.2168 6.93025 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.089609999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023362398094273155 -1.3005194550192802e-06 0.00050074519940884288 -0.00040063470423175654 leaf_weight=2.7619855049997559 189.82767944049556 7.6180275762453666 11.655156756984068 leaf_count=24 1790 81 334 internal_value=0 1.81164e-05 -0.000278977 internal_weight=0 197.446 14.4171 internal_count=2229 1871 358 is_linear=0 shrinkage=0.00036078 Tree=2398 num_leaves=3 num_cat=0 split_feature=41 1213 split_gain=8.33352 8.16212 threshold=0.083035000000000012 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024021162192143087 -0.0020132871227556597 0.00017454676376748907 leaf_weight=6.1920245015062383 9.6434240452945215 185.62622260279022 leaf_count=214 78 1937 internal_value=0 9.11395e-05 internal_weight=0 191.818 internal_count=2229 2151 is_linear=0 shrinkage=0.00221103 Tree=2399 num_leaves=4 num_cat=0 split_feature=1213 475 52 split_gain=9.20343 9.34272 6.19729 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.088614999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016373317294997192 -0.00027563431897930583 3.2713156318347044e-05 -0.00035496328779210956 leaf_weight=2.962257898412644 10.644873803947119 185.74417297402397 11.501448818249626 leaf_count=25 156 1715 333 internal_value=0 1.59746e-05 -0.000248655 internal_weight=0 196.389 14.4637 internal_count=2229 1871 358 is_linear=0 shrinkage=0.000320362 Tree=2400 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=10.5041 11.4054 threshold=-0.24689499999999998 0.10160500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0017557777516936392 0.00015373244625515556 -0.0022850917658822894 leaf_weight=15.096354607027022 184.05877536104526 7.6817030082456759 leaf_count=110 1998 141 internal_value=0 5.5808e-05 internal_weight=0 191.74 internal_count=2249 2139 is_linear=0 shrinkage=0.00196333 Tree=2401 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=11.3066 12.2398 threshold=-0.24689499999999998 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031156491253927089 -0.00011471924680733965 6.7230772801869595e-05 leaf_weight=15.7553089633584 66.642484711948782 133.45901423087344 leaf_count=110 1168 971 internal_value=0 6.62835e-06 internal_weight=0 200.101 internal_count=2249 2139 is_linear=0 shrinkage=0.00034677 Tree=2402 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=11.8295 11.3245 threshold=-0.24689499999999998 0.10160500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032400214445388347 2.407167160052211e-05 -0.00040906463891989941 leaf_weight=15.876997571438549 189.84209139004815 7.8455663714557877 leaf_count=110 1998 141 internal_value=0 6.84409e-06 internal_weight=0 197.688 internal_count=2249 2139 is_linear=0 shrinkage=0.000353706 Tree=2403 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=11.8618 12.3094 threshold=-0.24689499999999998 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033777640797853076 -0.0001649471113657012 4.0936366448034856e-05 leaf_weight=14.843819661065934 70.739092575153336 132.07893507461995 leaf_count=110 1168 971 internal_value=0 -3.08807e-05 internal_weight=0 202.818 internal_count=2249 2139 is_linear=0 shrinkage=0.00039833 Tree=2404 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=12.2311 11.2985 6.35453 threshold=0.10384000000000002 -0.11372999999999998 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073201295246786487 0.00041031771042229239 -0.00076828544996274085 0.0022941742190545904 leaf_weight=30.164079489652067 57.516802117694169 107.92172158125322 9.8388782422989589 leaf_count=165 428 1578 80 internal_value=0 -0.000440498 0.000686071 internal_weight=0 138.086 67.3557 internal_count=2251 1743 508 is_linear=0 shrinkage=0.00216767 Tree=2405 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=11.7277 10.6873 6.23558 threshold=0.10384000000000002 0.091545000000000015 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070230903641654548 0.00040981053745009868 0.0010063350739300497 0.0023273874199741863 leaf_weight=116.64795726677403 57.423726625740528 21.120901424903423 9.6725454591214639 leaf_count=1590 428 153 80 internal_value=0 -0.000440259 0.00068683 internal_weight=0 137.769 67.0963 internal_count=2251 1743 508 is_linear=0 shrinkage=0.00221103 Tree=2406 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=11.4125 12.3561 threshold=-0.39935999999999994 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0027633353121122857 0.0010847161558199998 -0.0002148085424198103 leaf_weight=6.07095117191784 35.789460923522711 162.48026912403293 leaf_count=125 257 1869 internal_value=0 1.98491e-05 internal_weight=0 198.27 internal_count=2251 2126 is_linear=0 shrinkage=0.00200259 Tree=2407 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=13.8456 11.3097 6.00904 threshold=0.10384000000000002 -0.11372999999999998 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012200768970299232 7.9576437705390377e-05 -0.00013499061705603971 0.00039326188411358432 leaf_weight=30.78006779961288 59.83009097725153 111.35813223733567 10.033652597106991 leaf_count=165 428 1578 80 internal_value=0 -7.93286e-05 0.000124722 internal_weight=0 142.138 69.8637 internal_count=2251 1743 508 is_linear=0 shrinkage=0.000375355 Tree=2408 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=11.8533 12.4519 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004402501762141193 -0.00017131303584821253 4.5875651087398951e-05 leaf_weight=9.8344372846186143 67.286807015771046 138.87814784096554 leaf_count=60 1192 1035 internal_value=0 -2.50183e-05 internal_weight=0 206.165 internal_count=2287 2227 is_linear=0 shrinkage=0.000414422 Tree=2409 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=11.2024 10.7632 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0022765908484415668 -0.00085685265375886775 0.00021880701497508306 leaf_weight=9.4956325432285649 64.756179402815178 134.39091143384576 leaf_count=60 1192 1035 internal_value=0 -0.000131011 internal_weight=0 199.147 internal_count=2287 2227 is_linear=0 shrinkage=0.00216767 Tree=2410 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=10.8258 10.3301 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0021641012220274813 -0.00080882321404075232 0.00020566047456610894 leaf_weight=9.3874108274467272 64.462417588685639 134.34798111254349 leaf_count=60 1192 1035 internal_value=0 -0.000123322 internal_weight=0 198.81 internal_count=2287 2227 is_linear=0 shrinkage=0.0020835 Tree=2411 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=10.4616 9.92904 threshold=-0.47365999999999991 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0021830168462995672 0.00044994027588017501 -0.0005173152882040346 leaf_weight=9.2807126045227033 80.874602856580168 117.60691783390939 leaf_count=60 916 1311 internal_value=0 -0.000123186 internal_weight=0 198.482 internal_count=2287 2227 is_linear=0 shrinkage=0.00212517 Tree=2412 num_leaves=4 num_cat=0 split_feature=160 133 43 split_gain=11.548 10.3999 0.0776958 threshold=-0.40446999999999994 0.18654500000000004 -0.053084999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003730723686582263 5.9806853574252109e-05 -0.0003734778675545745 -0.00045753619735736296 leaf_weight=3.9844466801732779 197.46682387962937 7.7791925473138681 3.7237036740407339 leaf_count=107 1871 200 69 internal_value=0 4.33514e-05 -0.000414905 internal_weight=0 205.246 7.70815 internal_count=2247 2071 176 is_linear=0 shrinkage=0.000367995 Tree=2413 num_leaves=3 num_cat=0 split_feature=1429 133 split_gain=11.0455 10.4368 threshold=-1.0000000180025095e-35 0.18654500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047379158342781788 6.189921291164575e-05 -0.00039638656712440515 leaf_weight=6.4464121515629804 199.80571976373903 7.8582828827202311 leaf_count=123 1918 206 internal_value=0 4.45222e-05 internal_weight=0 207.664 internal_count=2247 2124 is_linear=0 shrinkage=0.00039052 Tree=2414 num_leaves=4 num_cat=0 split_feature=160 133 43 split_gain=11.3212 10.2168 0.0930833 threshold=-0.40446999999999994 0.18654500000000004 -0.053084999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036729530993330576 5.9598953121425921e-05 -0.00037274210162849508 -0.00045822522567174598 leaf_weight=3.9253457044251263 197.10634668241255 7.6718727140687397 3.708564994391053 leaf_count=107 1871 200 69 internal_value=0 4.33684e-05 -0.000412502 internal_weight=0 204.778 7.63391 internal_count=2247 2071 176 is_linear=0 shrinkage=0.000367995 Tree=2415 num_leaves=4 num_cat=0 split_feature=160 133 43 split_gain=11.0399 9.69107 0.080054 threshold=-0.40446999999999994 0.18654500000000004 -0.053084999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019025932116592029 0.00031225637920216231 -0.0019222687170496438 -0.0023526353283896727 leaf_weight=3.7088371543213725 189.76677889982238 7.1540812763851127 3.5905524746049187 leaf_count=107 1871 200 69 internal_value=0 0.000230898 -0.00212953 internal_weight=0 196.921 7.29939 internal_count=2247 2071 176 is_linear=0 shrinkage=0.00188709 Tree=2416 num_leaves=4 num_cat=0 split_feature=484 403 3 split_gain=11.4589 10.3145 3.35834 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.023764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039823692462749919 -0.00018714292891713549 5.5674217202748357e-05 -9.4411380439387554e-05 leaf_weight=9.9760948703624326 23.991006997181103 169.85660440148786 7.8070679865777484 leaf_count=319 490 1350 57 internal_value=0 2.56072e-05 -0.000265097 internal_weight=0 193.848 17.7832 internal_count=2216 1840 376 is_linear=0 shrinkage=0.00034677 Tree=2417 num_leaves=4 num_cat=0 split_feature=484 3 3 split_gain=10.6111 9.6204 3.28185 threshold=-1.0000000180025095e-35 -0.10075499999999998 -0.023764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023937744547443789 0.00095877171219416581 -0.00012432607079364231 -0.00054801722257356205 leaf_weight=9.3624507284257579 47.72097457293421 139.97427420597523 7.5706539889797559 leaf_count=319 270 1570 57 internal_value=0 0.000151118 -0.0015701 internal_weight=0 187.695 16.9331 internal_count=2216 1840 376 is_linear=0 shrinkage=0.0020835 Tree=2418 num_leaves=4 num_cat=0 split_feature=484 1 3 split_gain=11.4317 11.0138 3.38171 threshold=-1.0000000180025095e-35 0.10525000000000002 -0.023764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004309046489713328 -3.2404005421151507e-05 0.00016270086483444093 -0.00010356895394873489 leaf_weight=10.103916325606408 138.65571461548097 57.719123104587197 7.9576740013435474 leaf_count=319 1421 419 57 internal_value=0 2.49521e-05 -0.000286947 internal_weight=0 196.375 18.0616 internal_count=2216 1840 376 is_linear=0 shrinkage=0.000375355 Tree=2419 num_leaves=4 num_cat=0 split_feature=484 403 3 split_gain=11.1772 10.8857 3.44452 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.023764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041357813606282415 -0.0001991613234450556 5.8213424049550045e-05 -9.3024150728940867e-05 leaf_weight=9.9455621736124176 24.436242062598467 170.63730161613785 7.7868516733869901 leaf_count=319 490 1350 57 internal_value=0 2.59566e-05 -0.000273064 internal_weight=0 195.074 17.7324 internal_count=2216 1840 376 is_linear=0 shrinkage=0.00036078 Tree=2420 num_leaves=4 num_cat=0 split_feature=1213 403 1209 split_gain=11.2396 17.8476 2.45092 threshold=-1.0000000180025095e-35 0.092660000000000006 0.090230000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021210290051919272 1.480291997848612e-05 0.0030728775231576161 3.9718318936041759e-07 leaf_weight=10.124413326615466 180.92278817051556 7.04240713501349 2.3977919030003241 leaf_count=308 1824 85 41 internal_value=0 0.000129679 -0.00171543 internal_weight=0 187.965 12.5222 internal_count=2258 1909 349 is_linear=0 shrinkage=0.00188709 Tree=2421 num_leaves=4 num_cat=0 split_feature=1213 403 1209 split_gain=11.7914 14.8201 2.37817 threshold=-1.0000000180025095e-35 0.092660000000000006 0.091400000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041312143959640205 2.6288701104056459e-06 0.00052788931935636918 -8.7230786599464265e-06 leaf_weight=10.619623019360004 188.08940664946567 7.5477795167826107 2.4176395577378562 leaf_count=312 1824 85 37 internal_value=0 2.29432e-05 -0.000338252 internal_weight=0 195.637 13.0373 internal_count=2258 1909 349 is_linear=0 shrinkage=0.000367995 Tree=2422 num_leaves=4 num_cat=0 split_feature=1213 403 1209 split_gain=10.9209 16.6939 2.42888 threshold=-1.0000000180025095e-35 0.092660000000000006 0.090230000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026845981980540257 1.8319464340925091e-05 0.0037364348993731912 -1.904459368691679e-06 leaf_weight=9.9273303984664363 181.05900098395068 7.1723898914642623 2.3994629601947954 leaf_count=308 1824 85 41 internal_value=0 0.00016036 -0.00216321 internal_weight=0 188.231 12.3268 internal_count=2258 1909 349 is_linear=0 shrinkage=0.00239329 Tree=2423 num_leaves=4 num_cat=0 split_feature=1213 403 1209 split_gain=11.842 13.7302 2.24695 threshold=-1.0000000180025095e-35 0.092660000000000006 0.090230000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042911626590198414 3.4045283782734345e-06 0.00052314808073207226 -2.6837849978136395e-05 leaf_weight=10.578693595947696 189.90348976419773 7.7356597548350683 2.5223522521555415 leaf_count=308 1824 85 41 internal_value=0 2.3796e-05 -0.000351817 internal_weight=0 197.639 13.101 internal_count=2258 1909 349 is_linear=0 shrinkage=0.000382862 Tree=2424 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=13.1609 14.9244 5.80744 threshold=-0.10065499999999998 0.081875000000000017 0.083235000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029374828168349444 -9.8837495146490204e-05 0.00020472958683550148 -5.1260769891793984e-06 leaf_weight=24.154721797909588 148.6285277667921 25.709316433407366 13.846604315098373 leaf_count=144 1827 202 92 internal_value=0 -5.40534e-05 0.000184899 internal_weight=0 174.338 38.0013 internal_count=2265 2029 236 is_linear=0 shrinkage=0.000367995 Tree=2425 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=11.5716 13.381 5.2959 threshold=-0.10065499999999998 0.081875000000000017 0.083235000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018058341881435199 -0.0006134789978386575 0.0012640232865725562 -5.3221832423227066e-05 leaf_weight=22.925553781911731 143.02162525476888 24.456118823029101 13.339724018238483 leaf_count=144 1827 202 92 internal_value=0 -0.000339202 0.00112234 internal_weight=0 167.478 36.2653 internal_count=2265 2029 236 is_linear=0 shrinkage=0.00234636 Tree=2426 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=12.6581 15.0925 5.37857 threshold=-0.10065499999999998 0.081875000000000017 0.083235000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031670743480771924 -0.00010983780647024433 0.00022643384892698408 -2.0313853417857957e-06 leaf_weight=23.7799156261608 149.08466160180978 25.834561781026423 13.810735087841747 leaf_count=144 1827 202 92 internal_value=0 -6.01531e-05 0.000199662 internal_weight=0 174.919 37.5907 internal_count=2265 2029 236 is_linear=0 shrinkage=0.000406297 Tree=2427 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=11.1295 12.8739 5.13249 threshold=-0.10065499999999998 0.081875000000000017 0.083235000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020058861010715766 -0.00067678868069045723 0.0014025675109432185 -5.7690488080208192e-05 leaf_weight=22.745970537420362 142.93314144725446 24.309186602011323 13.349136428441851 leaf_count=144 1827 202 92 internal_value=0 -0.000374422 0.00124308 internal_weight=0 167.242 36.0951 internal_count=2265 2029 236 is_linear=0 shrinkage=0.00264238 Tree=2428 num_leaves=4 num_cat=0 split_feature=1 157 47 split_gain=13.5498 11.4497 2.34216 threshold=0.12212000000000002 -0.084489999999999996 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041686024640326841 0.00038846989023791047 1.8546314250502271e-06 0.00015157845579112661 leaf_weight=10.545085820718667 13.959628785029055 174.02656278340146 11.75759284943342 leaf_count=180 159 1857 64 internal_value=0 -2.21083e-05 0.000280359 internal_weight=0 184.572 25.7172 internal_count=2260 2037 223 is_linear=0 shrinkage=0.00039052 Tree=2429 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=12.5367 11.181 2.27518 threshold=0.12212000000000002 -0.084489999999999996 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022849410805784107 0.0020638031761185389 1.9705806590178056e-05 0.00074445882935335892 leaf_weight=10.059906280948779 14.191815197002144 167.61261061974801 10.152498201932756 leaf_count=180 130 1857 93 internal_value=0 -0.000111016 0.0015146 internal_weight=0 177.673 24.3443 internal_count=2260 2037 223 is_linear=0 shrinkage=0.00212517 Tree=2430 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=13.0813 11.008 2.19834 threshold=0.12212000000000002 -0.084489999999999996 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038086010227655388 0.00034815166967195216 3.1250697206022711e-06 0.00013221433639240744 leaf_weight=10.275424627354367 14.744577502366157 173.42436398263089 10.562581393867729 leaf_count=180 130 1857 93 internal_value=0 -1.83909e-05 0.000258192 internal_weight=0 183.7 25.3072 internal_count=2260 2037 223 is_linear=0 shrinkage=0.00036078 Tree=2431 num_leaves=4 num_cat=0 split_feature=1 157 47 split_gain=13.4879 11.0355 2.11692 threshold=0.12212000000000002 -0.084489999999999996 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004061524939281717 0.00037889041228906102 1.81355447274658e-06 0.00015694410025297815 leaf_weight=10.275426509091629 13.661895843222739 173.90743329492398 11.757950849831103 leaf_count=180 159 1857 64 internal_value=0 -2.09863e-05 0.000276424 internal_weight=0 184.183 25.4198 internal_count=2260 2037 223 is_linear=0 shrinkage=0.000382862 Tree=2432 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=11.032 12.8971 3.92691 threshold=0.11588000000000001 0.080930000000000016 -0.064404999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036077232374504708 0.0016694335770806742 0.00094706709515849415 0.0003998319983702656 leaf_weight=142.86582884937525 17.730555539485067 33.046432259492576 17.001104412600398 leaf_count=1792 180 167 124 internal_value=0 -0.000115009 0.00104853 internal_weight=0 175.912 34.7317 internal_count=2263 1959 304 is_linear=0 shrinkage=0.00188709 Tree=2433 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=11.9598 13.9221 4.15523 threshold=0.11588000000000001 0.088425000000000017 -0.064404999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.53778001296163e-06 0.00033445781313979164 -0.00035813716523605435 8.0058813079610623e-05 leaf_weight=165.98410019301809 18.51902854628861 16.168795393779874 17.696963177062571 leaf_count=1597 180 362 124 internal_value=0 -2.58667e-05 0.000210253 internal_weight=0 182.153 36.216 internal_count=2263 1959 304 is_linear=0 shrinkage=0.000375355 Tree=2434 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=10.6348 12.7274 3.86171 threshold=0.11588000000000001 0.088425000000000017 -0.064404999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8405143890239935e-05 0.0018627418740035416 -0.0019898632048853675 0.00044060276504650949 leaf_weight=160.69952058931813 17.513853764627129 15.120123207569121 17.000567936338484 leaf_count=1597 180 362 124 internal_value=0 -0.000127079 0.00116288 internal_weight=0 175.82 34.5144 internal_count=2263 1959 304 is_linear=0 shrinkage=0.00212517 Tree=2435 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=10.2355 12.3372 3.79203 threshold=0.11588000000000001 0.088425000000000017 -0.064404999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1218204845664597e-05 0.0019972319948344925 -0.0021342893953032833 0.00046661058848533068 leaf_weight=160.70583618665114 17.287172659765929 14.919203047407789 16.987116887234151 leaf_count=1597 180 362 124 internal_value=0 -0.000134651 0.0012393 internal_weight=0 175.625 34.2743 internal_count=2263 1959 304 is_linear=0 shrinkage=0.00230035 Tree=2436 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=11.4181 10.7828 8.44095 threshold=0.080930000000000016 0.12541500000000003 -0.11503999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035843915605204667 0.0022311919170609085 0.0013846804621249281 5.2995740067033782e-05 leaf_weight=151.53387188969646 17.044393946416676 17.903942954260856 15.187529210932551 leaf_count=1890 70 187 118 internal_value=0 -0.000174114 0.00120548 internal_weight=0 169.438 32.2319 internal_count=2265 2077 188 is_linear=0 shrinkage=0.00212517 Tree=2437 num_leaves=4 num_cat=0 split_feature=457 124 0 split_gain=10.9727 10.3863 8.20963 threshold=0.080930000000000016 -0.043384999999999993 -0.11503999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001432870383231175 0.0024350477324224895 -0.00039651208066663734 5.7199478307126225e-05 leaf_weight=19.263698496855795 16.858548697084188 149.97025324590504 15.187901543453334 leaf_count=155 70 1922 118 internal_value=0 -0.000188138 0.00130881 internal_weight=0 169.234 32.0465 internal_count=2265 2077 188 is_linear=0 shrinkage=0.00234636 Tree=2438 num_leaves=4 num_cat=0 split_feature=457 1456 16 split_gain=10.6235 10.8706 3.34771 threshold=-0.068264999999999978 1.0000000180025095e-35 -0.088774999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031094012114162156 0.00027039794425965882 -0.0024669709256397235 -0.00089731597751278001 leaf_weight=5.36601851740852 181.4039329723455 6.7784701387863597 7.3028373913839442 leaf_count=35 1946 163 121 internal_value=0 0.000171556 -0.00183754 internal_weight=0 188.182 12.6689 internal_count=2265 2109 156 is_linear=0 shrinkage=0.00212517 Tree=2439 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=10.4861 10.3707 7.99487 threshold=0.080930000000000016 0.12541500000000003 -0.11503999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032766657898712664 0.0020523233979619585 0.0012897388028573959 4.3524639760150142e-05 leaf_weight=151.1611380596878 16.654903931543235 17.748036537319422 15.18008734565228 leaf_count=1890 70 187 118 internal_value=0 -0.000157592 0.00109505 internal_weight=0 168.909 31.835 internal_count=2265 2077 188 is_linear=0 shrinkage=0.00200259 Tree=2440 num_leaves=4 num_cat=0 split_feature=1213 403 43 split_gain=10.5251 9.58334 1.27984 threshold=-1.0000000180025095e-35 0.03138500000000001 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037136955059215425 -2.5999898727191385e-05 0.00022140362096997358 -0.00010829174113390713 leaf_weight=9.9134826129302365 178.65453638869803 19.250275440514088 2.6150061604566863 leaf_count=295 1758 158 51 internal_value=0 -1.91583e-06 -0.000316707 internal_weight=0 197.905 12.5285 internal_count=2262 1916 346 is_linear=0 shrinkage=0.000333305 Tree=2441 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=10.9665 9.51481 1.22107 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.092059999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011764811547426282 -2.5997053996453591e-05 0.00024651979243491614 -0.00040730718293275589 leaf_weight=2.4616913180798283 178.23887816711795 19.201606377959251 10.272126946365459 leaf_count=44 1758 158 302 internal_value=0 5.27196e-07 -0.00035157 internal_weight=0 197.44 12.7338 internal_count=2262 1916 346 is_linear=0 shrinkage=0.000367995 Tree=2442 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=9.87575 10.2206 1.40501 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.097179999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047889142662817257 -0.00017131867636841936 0.001521666650890642 -0.0023958695344282062 leaf_weight=2.2183860391378394 171.17432823986746 18.554222731851041 9.6810896722599846 leaf_count=21 1758 158 325 internal_value=0 -5.61923e-06 -0.00203983 internal_weight=0 189.729 11.8995 internal_count=2262 1916 346 is_linear=0 shrinkage=0.00216767 Tree=2443 num_leaves=4 num_cat=0 split_feature=1213 403 43 split_gain=10.7408 8.76549 1.24902 threshold=-1.0000000180025095e-35 0.03138500000000001 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041836545979523696 -2.6982697300078118e-05 0.00023875786731200279 -0.00012598817304310792 leaf_weight=9.9950036967638862 178.69283979502507 19.366099629551172 2.6176188960671416 leaf_count=295 1758 158 51 internal_value=0 -9.78215e-07 -0.000357968 internal_weight=0 198.059 12.6126 internal_count=2262 1916 346 is_linear=0 shrinkage=0.000375355 Tree=2444 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=10.8764 11.058 4.86153 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.10899499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002067490726262004 -0.00035157690634039811 4.9536268842571233e-05 -0.00043972248569585292 leaf_weight=2.1801634579896918 11.541311364155261 192.3658125277143 11.666037280810995 leaf_count=10 265 1703 363 internal_value=0 2.68021e-05 -0.000337787 internal_weight=0 203.907 13.8462 internal_count=2341 1968 373 is_linear=0 shrinkage=0.00039833 Tree=2445 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=10.989 10.8386 4.12424 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.10491999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012089863959970724 -0.00032410016843067763 4.6000893427304279e-05 -0.00040730434084114051 leaf_weight=2.4211034737527362 11.331076865084468 191.676306212903 11.336701540742068 leaf_count=13 265 1703 360 internal_value=0 2.53148e-05 -0.000314312 internal_weight=0 203.007 13.7578 internal_count=2341 1968 373 is_linear=0 shrinkage=0.000367995 Tree=2446 num_leaves=4 num_cat=0 split_feature=403 156 151 split_gain=9.27286 10.4447 10.2572 threshold=-1.0000000180025095e-35 0.086945000000000008 -0.086379999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026817411953705341 0.00043395747552754389 -0.0012612704282293427 -0.0018884452049125428 leaf_weight=3.0764934141188887 160.65282183757517 22.836880659451708 21.43401241954416 leaf_count=12 1493 284 552 internal_value=0 0.000222862 -0.00131317 internal_weight=0 183.49 24.5105 internal_count=2341 1777 564 is_linear=0 shrinkage=0.00234636 Tree=2447 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=10.0689 11.3572 4.67421 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.10899499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012347270063512495 5.8962066504956018e-05 0.0029957632941449764 -0.0026406393069628889 leaf_weight=2.1227621268481007 186.91384085232858 7.8405386763624838 10.794995060423387 leaf_count=10 1877 91 363 internal_value=0 0.000177476 -0.00200292 internal_weight=0 194.754 12.9178 internal_count=2341 1968 373 is_linear=0 shrinkage=0.00239329 Tree=2448 num_leaves=4 num_cat=0 split_feature=484 403 2 split_gain=9.69997 8.81491 5.05921 threshold=-0.0048499999999999993 -0.16066999999999995 0.10582500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042306644027500937 -0.0003784498125854128 5.8269802654561984e-05 -1.1433555709221697e-05 leaf_weight=9.9856040854938346 6.72254918469116 191.0972615624778 7.2608871734701088 leaf_count=296 169 1709 64 internal_value=0 4.33936e-05 -0.000249971 internal_weight=0 197.82 17.2465 internal_count=2238 1878 360 is_linear=0 shrinkage=0.000375355 Tree=2449 num_leaves=3 num_cat=0 split_feature=48 158 split_gain=9.36534 9.1238 threshold=0.12879500000000002 0.07968500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.000406245168245214 -0.0019913752675285471 -0.0012355224832179016 leaf_weight=176.79027984756976 9.9786545983515662 19.054991771699861 leaf_count=1900 61 277 internal_value=0 0.000246403 internal_weight=0 195.845 internal_count=2238 2177 is_linear=0 shrinkage=0.00225525 Tree=2450 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=8.91691 8.99785 threshold=0.12879500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.8086386055320686e-05 -0.0018262107297466229 0.0014554597748199941 leaf_weight=172.15265124291182 10.023567236494271 23.654421025887132 leaf_count=1957 61 220 internal_value=0 0.000227021 internal_weight=0 195.807 internal_count=2238 2177 is_linear=0 shrinkage=0.00212517 Tree=2451 num_leaves=4 num_cat=0 split_feature=484 403 2 split_gain=9.08327 8.79548 5.10567 threshold=-0.0048499999999999993 -0.16066999999999995 0.10582500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042045641581157185 -0.00037858809510019298 5.7641337134924672e-05 -2.3977233071158219e-06 leaf_weight=9.7444520457647759 6.7241391078568986 190.04326512967236 7.1158237149938932 leaf_count=296 169 1709 64 internal_value=0 4.26988e-05 -0.000244218 internal_weight=0 196.767 16.8603 internal_count=2238 1878 360 is_linear=0 shrinkage=0.000375355 Tree=2452 num_leaves=4 num_cat=0 split_feature=42 132 480 split_gain=15.8416 12.9635 11.2359 threshold=-1.0000000180025095e-35 0.082230000000000011 0.08598500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035705064079580008 7.5653856007912979e-05 0.00014959380922538584 -0.00037564875584770617 leaf_weight=27.229814637219533 171.52784923370928 10.151985171716658 8.467690925113855 leaf_count=510 1483 114 157 internal_value=0 -0.000219452 5.43852e-05 internal_weight=0 37.3818 179.996 internal_count=2264 624 1640 is_linear=0 shrinkage=0.000382862 Tree=2453 num_leaves=4 num_cat=0 split_feature=42 132 41 split_gain=15.0859 12.2715 8.97736 threshold=-1.0000000180025095e-35 0.082230000000000011 0.083035000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019949164102054553 0.00041888390866832087 0.00084796168577700554 -0.0019778862078442109 leaf_weight=25.219066020916216 163.37062224140391 9.4035992641001922 7.3579446133226147 leaf_count=510 1582 114 58 internal_value=0 -0.00122274 0.00031538 internal_weight=0 34.6227 170.729 internal_count=2264 624 1640 is_linear=0 shrinkage=0.00212517 Tree=2454 num_leaves=4 num_cat=0 split_feature=42 132 480 split_gain=14.3335 12.8481 11.1242 threshold=-1.0000000180025095e-35 0.082230000000000011 0.08598500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033940014024702386 6.9768700913336228e-05 0.00014937052583208424 -0.00036144581908382237 leaf_weight=26.318381672725081 169.53495068079792 10.05405660998076 8.4891889716964197 leaf_count=510 1483 114 157 internal_value=0 -0.000204287 4.91694e-05 internal_weight=0 36.3724 178.024 internal_count=2264 624 1640 is_linear=0 shrinkage=0.000367995 Tree=2455 num_leaves=4 num_cat=0 split_feature=42 160 480 split_gain=14.8497 11.8099 10.8426 threshold=-1.0000000180025095e-35 -0.073574999999999988 0.08598500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015899688063848543 7.5444773435953932e-05 -0.00034454724359817365 -0.00037284824060934219 leaf_weight=9.158830769825725 167.97762391646393 26.693210306111723 8.2803807375021261 leaf_count=85 1483 539 157 internal_value=0 -0.000215895 5.43464e-05 internal_weight=0 35.852 176.258 internal_count=2264 624 1640 is_linear=0 shrinkage=0.000382862 Tree=2456 num_leaves=4 num_cat=0 split_feature=484 43 160 split_gain=11.796 11.972 4.19187 threshold=-1.0000000180025095e-35 -0.074459999999999985 -0.089549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7606039796129557e-05 0.00014364068067158241 -4.8267887698413546e-05 -0.00038317035108385037 leaf_weight=3.6449995082803097 75.615251838928089 116.09037832706235 14.226388828130437 leaf_count=55 695 1218 315 internal_value=0 2.74342e-05 -0.000291257 internal_weight=0 191.706 17.8714 internal_count=2283 1913 370 is_linear=0 shrinkage=0.000375355 Tree=2457 num_leaves=4 num_cat=0 split_feature=484 403 160 split_gain=11.5016 11.7758 4.12413 threshold=-1.0000000180025095e-35 -0.088654999999999984 -0.089549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5709300530734823e-05 -0.0003486976833744456 5.0381249948955221e-05 -0.00038410488251097144 leaf_weight=3.7607947471551624 11.493321949150411 185.07405547529925 14.422628280939533 leaf_count=55 290 1623 315 internal_value=0 2.70155e-05 -0.000291101 internal_weight=0 196.567 18.1834 internal_count=2283 1913 370 is_linear=0 shrinkage=0.000382862 Tree=2458 num_leaves=4 num_cat=0 split_feature=484 403 160 split_gain=11.0396 10.8789 4.00215 threshold=-1.0000000180025095e-35 -0.088654999999999984 -0.089549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039744277687072695 -0.0019322191306483983 0.00028936501917721844 -0.0021547871909974514 leaf_weight=3.4885189316701171 10.538133486174045 174.56787018722389 13.443833490600808 leaf_count=55 290 1623 315 internal_value=0 0.000162703 -0.0016291 internal_weight=0 185.106 16.9324 internal_count=2283 1913 370 is_linear=0 shrinkage=0.00212517 Tree=2459 num_leaves=4 num_cat=0 split_feature=484 43 160 split_gain=11.7374 11.8104 3.91429 threshold=-1.0000000180025095e-35 -0.074459999999999985 -0.089549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3658300887869213e-05 0.00013822652157395511 -4.5078847571632017e-05 -0.00036591845666199789 leaf_weight=3.6380436453036991 75.636345793376677 115.72792186145671 14.048943299101664 leaf_count=55 695 1218 315 internal_value=0 2.73788e-05 -0.000279651 internal_weight=0 191.364 17.687 internal_count=2283 1913 370 is_linear=0 shrinkage=0.00036078 Tree=2460 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=9.28162 9.01921 threshold=0.13999000000000003 0.25123500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5781814411463724e-05 0.0017463212762523638 -0.0026696083066673577 leaf_weight=184.67596429213881 17.17569639487192 6.9700596975162616 leaf_count=2026 132 129 internal_value=0 -5.32315e-05 internal_weight=0 191.646 internal_count=2287 2155 is_linear=0 shrinkage=0.00234636 Tree=2461 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=10.0864 8.84338 threshold=0.13999000000000003 0.25123500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.8316389959019446e-06 0.00027075363231333742 -0.00040499531856155789 leaf_weight=191.47920540708583 17.894443489611149 7.1611254126764825 leaf_count=2026 132 129 internal_value=0 -1.19083e-05 internal_weight=0 198.64 internal_count=2287 2155 is_linear=0 shrinkage=0.00036078 Tree=2462 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=9.83243 8.73039 threshold=0.13999000000000003 0.25123500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5441903401186792e-06 0.00027625380796594227 -0.00041106251061267645 leaf_weight=190.42708528996445 17.634191173594445 7.0807712085079393 leaf_count=2026 132 129 internal_value=0 -1.03938e-05 internal_weight=0 197.508 internal_count=2287 2155 is_linear=0 shrinkage=0.000367995 Tree=2463 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=8.98642 8.7368 threshold=0.13999000000000003 0.25123500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2205627904055146e-05 0.0016578308808375718 -0.0025429742032767816 leaf_weight=184.91900533868466 17.029489998240024 6.8779238413553676 leaf_count=2026 132 129 internal_value=0 -5.07439e-05 internal_weight=0 191.797 internal_count=2287 2155 is_linear=0 shrinkage=0.00225525 Tree=2464 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=9.58333 16.2409 15.1081 threshold=-0.077944999999999987 -0.099659999999999985 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0408206362214172e-05 0.00016259810489451976 -0.0002400268848042074 -0.00032927787960749383 leaf_weight=81.559819559101015 74.196956048486754 48.11468333308585 10.423184673767535 leaf_count=473 600 994 195 internal_value=0 -6.3665e-05 0.00010195 internal_weight=0 129.675 84.6201 internal_count=2262 1467 795 is_linear=0 shrinkage=0.000382862 Tree=2465 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=9.45164 16.1816 14.6261 threshold=-0.077944999999999987 -0.099659999999999985 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9114420882520491e-05 0.00015674514093067278 -0.00023479936292964223 -0.00031633057241206651 leaf_weight=82.245119561441243 74.853659505723044 48.1678805379197 10.480855305213479 leaf_count=473 600 994 195 internal_value=0 -6.20749e-05 9.85838e-05 internal_weight=0 130.413 85.3345 internal_count=2262 1467 795 is_linear=0 shrinkage=0.000375355 Tree=2466 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=9.60868 14.6442 14.4827 threshold=-0.077944999999999987 0.091545000000000015 -0.099659999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020566663299882926 0.00098509613787502366 -0.0019848866549425147 -0.0014139267816902249 leaf_weight=79.605138355866075 72.055524586932734 9.9864940117113274 46.133692051749676 leaf_count=473 600 195 994 internal_value=0 0.0006232 -0.000388688 internal_weight=0 82.042 125.739 internal_count=2262 795 1467 is_linear=0 shrinkage=0.00230035 Tree=2467 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=9.67585 15.8898 14.4356 threshold=-0.077944999999999987 -0.099659999999999985 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0561047033482151e-05 0.00016839703205760636 -0.00024821913947931269 -0.00033387093038095777 leaf_weight=81.795081323944032 74.23009521747008 47.934804138028994 10.326182492077349 leaf_count=473 600 994 195 internal_value=0 -6.61632e-05 0.000106998 internal_weight=0 129.73 84.5563 internal_count=2262 1467 795 is_linear=0 shrinkage=0.00039833 Tree=2468 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=8.1319 8.61723 threshold=0.18307500000000002 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00071775786927090956 0.0019795134629689557 -0.00027461199749170844 leaf_weight=43.131513886619359 7.8317948649637392 154.46457943227142 leaf_count=258 102 1938 internal_value=0 -5.79479e-05 internal_weight=0 197.596 internal_count=2298 2196 is_linear=0 shrinkage=0.00196333 Tree=2469 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=8.84976 14.6522 9.74136 threshold=0.099195000000000019 -0.014234999999999999 0.12292000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015656778526559222 0.00015076186989354073 6.3063468791761109e-05 -0.00013367104948186324 leaf_weight=69.040898040868342 63.167690884787589 65.970769313862547 16.952765932306647 leaf_count=1050 467 643 138 internal_value=0 -4.92556e-05 9.05609e-05 internal_weight=0 135.012 80.1205 internal_count=2298 1693 605 is_linear=0 shrinkage=0.000333305 Tree=2470 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=7.92991 8.26071 threshold=0.18307500000000002 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00082372579108126503 0.0023100438602058197 -0.0003149336408102878 leaf_weight=43.102471882943064 7.7003893428482106 154.53050651983358 leaf_count=258 102 1938 internal_value=0 -6.65438e-05 internal_weight=0 197.633 internal_count=2298 2196 is_linear=0 shrinkage=0.00230035 Tree=2471 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=7.72929 10.0366 threshold=-0.23832999999999996 -0.014234999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0017928208653824238 -0.00078878607318966514 0.00037091068340425101 leaf_weight=14.235742504708467 78.789588865358382 112.04137587314472 leaf_count=118 1217 963 internal_value=0 -0.000107932 internal_weight=0 190.831 internal_count=2298 2180 is_linear=0 shrinkage=0.00248997 Tree=2472 num_leaves=4 num_cat=0 split_feature=48 4 43 split_gain=7.7318 12.5637 12.5137 threshold=0.091150000000000023 0.15891500000000003 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059180428594388481 0.0027608763626375769 0.0012517913690240656 -0.00019372755039824576 leaf_weight=120.92087168840226 18.715422680601478 34.496549791190773 23.438283790834248 leaf_count=1657 134 287 141 internal_value=0 -0.000182495 0.00111871 internal_weight=0 155.417 42.1537 internal_count=2219 1944 275 is_linear=0 shrinkage=0.00269523 Tree=2473 num_leaves=4 num_cat=0 split_feature=48 4 43 split_gain=8.07033 13.2652 11.6422 threshold=0.091150000000000023 0.15891500000000003 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3617223361159154e-05 0.00035480242460837183 0.00016519948133973873 -2.0763654828048157e-05 leaf_weight=125.4438764275983 19.381774829467759 35.842249603010714 24.07148366747424 leaf_count=1657 134 287 141 internal_value=0 -2.83102e-05 0.000146835 internal_weight=0 161.286 43.4533 internal_count=2219 1944 275 is_linear=0 shrinkage=0.00036078 Tree=2474 num_leaves=4 num_cat=0 split_feature=48 1 43 split_gain=7.41251 12.2242 12.0317 threshold=0.091150000000000023 0.088435000000000014 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087148614988809844 0.0025053496393805958 0.00052579736035369376 -0.00017423316438716359 leaf_weight=76.822647923603654 18.625713120913133 78.431742886546999 23.458244396839291 leaf_count=1221 134 723 141 internal_value=0 -0.000165626 0.00101231 internal_weight=0 155.254 42.084 internal_count=2219 1944 275 is_linear=0 shrinkage=0.00248997 Tree=2475 num_leaves=4 num_cat=0 split_feature=48 4 43 split_gain=7.10021 11.9208 11.5809 threshold=0.091150000000000023 0.15891500000000003 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045283501072725422 0.0021015535711769785 0.00096668885735692542 -0.00014532517437525438 leaf_weight=120.63015387172345 18.527711989823729 34.299143629148602 23.465994272846729 leaf_count=1657 134 287 141 internal_value=0 -0.000138492 0.000846507 internal_weight=0 154.929 41.9937 internal_count=2219 1944 275 is_linear=0 shrinkage=0.00212517 Tree=2476 num_leaves=4 num_cat=0 split_feature=52 401 159 split_gain=11.6756 9.3657 6.44756 threshold=0.17002500000000001 0.082280000000000006 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9434022969018141e-05 -3.8318666893227498e-05 -0.00030064169879190979 -0.00050333297930862757 leaf_weight=183.36180218448862 7.3386336772237 10.949093192815779 8.9673406491056067 leaf_count=1792 125 208 133 internal_value=0 2.96802e-05 -0.000294339 internal_weight=0 194.311 16.306 internal_count=2258 2000 258 is_linear=0 shrinkage=0.000367995 Tree=2477 num_leaves=4 num_cat=0 split_feature=52 401 159 split_gain=12.3369 9.43184 6.20461 threshold=0.17002500000000001 0.082280000000000006 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9316980248512136e-05 -4.8542936562231682e-05 -0.00029046469319398923 -0.00048768926414049959 leaf_weight=182.19334984128363 7.3151808890979764 10.809139479883013 8.9431449081748706 leaf_count=1792 125 208 133 internal_value=0 3.02606e-05 -0.000290391 internal_weight=0 193.002 16.2583 internal_count=2258 2000 258 is_linear=0 shrinkage=0.000353706 Tree=2478 num_leaves=4 num_cat=0 split_feature=52 401 159 split_gain=11.8546 9.40163 6.3732 threshold=0.17002500000000001 0.082280000000000006 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6373446640165218e-05 -4.3063856883202561e-05 -0.00032533087289988218 -0.00054573772327610299 leaf_weight=182.42439164221287 7.2699067634530392 10.828283709008245 8.8932524980045837 leaf_count=1792 125 208 133 internal_value=0 3.49559e-05 -0.000319961 internal_weight=0 193.253 16.1632 internal_count=2258 2000 258 is_linear=0 shrinkage=0.00039833 Tree=2479 num_leaves=4 num_cat=0 split_feature=52 401 159 split_gain=12.2444 9.52165 6.16464 threshold=0.17002500000000001 0.082280000000000006 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1766619992064028e-05 -5.3235747207068193e-05 -0.00031133135928310932 -0.00052151953216802451 leaf_weight=186.16738499212079 7.5016500673955333 11.205722348764537 9.1370735396631044 leaf_count=1792 125 208 133 internal_value=0 3.11239e-05 -0.000310694 internal_weight=0 197.373 16.6387 internal_count=2258 2000 258 is_linear=0 shrinkage=0.000382862 Tree=2480 num_leaves=4 num_cat=0 split_feature=1456 456 13 split_gain=9.21876 10.4569 0.912284 threshold=0.075120000000000006 0.087015000000000023 -0.030879999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7462130535132705e-05 -0.00024735776981809281 -0.00036805216021583925 -0.0005381471919504745 leaf_weight=197.59853561979253 2.7488581128418446 9.6706182430498284 4.2951592449098817 leaf_count=2010 126 100 47 internal_value=0 2.80432e-05 -0.000425645 internal_weight=0 207.269 7.04402 internal_count=2283 2110 173 is_linear=0 shrinkage=0.00039052 Tree=2481 num_leaves=4 num_cat=0 split_feature=1213 475 43 split_gain=11.165 10.4242 1.3423 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041434010344893271 -0.00033406535726857863 5.4186384545556164e-05 -0.00010141124381842439 leaf_weight=8.9517039861530048 10.249416763428597 190.47841639490798 2.4801541194319716 leaf_count=294 160 1784 45 internal_value=0 3.43319e-05 -0.000346732 internal_weight=0 200.728 11.4319 internal_count=2283 1944 339 is_linear=0 shrinkage=0.000375355 Tree=2482 num_leaves=4 num_cat=0 split_feature=1213 475 43 split_gain=11.3557 10.4863 1.3248 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041462151542966569 -0.00033727785628334282 5.3673972459422768e-05 -0.00010407050333985864 leaf_weight=9.0889111715368909 10.164708145661278 190.27482372580562 2.477332698646932 leaf_count=294 160 1784 45 internal_value=0 3.38178e-05 -0.000348387 internal_weight=0 200.44 11.5662 internal_count=2283 1944 339 is_linear=0 shrinkage=0.000375355 Tree=2483 num_leaves=4 num_cat=0 split_feature=1213 484 43 split_gain=11.2863 10.6001 1.31769 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041433994339734468 -0.00021999760013379939 6.1274025849503171e-05 -0.00010581036436374701 leaf_weight=9.1049714586697501 21.040308095049113 182.19382432382554 2.5008326205424956 leaf_count=294 368 1576 45 internal_value=0 3.21368e-05 -0.000348141 internal_weight=0 203.234 11.6058 internal_count=2283 1944 339 is_linear=0 shrinkage=0.000375355 Tree=2484 num_leaves=4 num_cat=0 split_feature=0 47 43 split_gain=8.76556 12.8892 8.9643 threshold=-0.060199999999999997 0.081320000000000017 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1541409992285424e-06 0.001746025053775166 -0.0017733229079524031 -5.306629833852896e-05 leaf_weight=122.82760821795091 25.249252961482853 24.981859139632434 31.828893603291363 leaf_count=1606 153 236 274 internal_value=0 -0.000297285 0.000743103 internal_weight=0 147.809 57.0781 internal_count=2269 1842 427 is_linear=0 shrinkage=0.00225525 Tree=2485 num_leaves=4 num_cat=0 split_feature=42 3 457 split_gain=8.40055 12.0962 11.9311 threshold=-1.0000000180025095e-35 0.0063150000000000003 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014889655044466167 -7.0358522542068459e-05 0.0016843011563171563 0.0013765838014360484 leaf_weight=29.32973037683405 139.00561584730167 6.3246193826198569 30.073965368792415 leaf_count=604 1486 23 156 internal_value=0 -0.000925469 0.000187134 internal_weight=0 35.6543 169.08 internal_count=2269 627 1642 is_linear=0 shrinkage=0.0020835 Tree=2486 num_leaves=4 num_cat=0 split_feature=0 47 43 split_gain=8.40876 12.2699 8.64822 threshold=-0.060199999999999997 0.081320000000000017 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9332172730216932e-06 0.0017853759428345744 -0.0018046010823883575 -5.5129009559858134e-05 leaf_weight=122.5152251891559 25.160240437835455 24.887191290501505 31.812002439983189 leaf_count=1606 153 236 274 internal_value=0 -0.000303273 0.000758006 internal_weight=0 147.402 56.9722 internal_count=2269 1842 427 is_linear=0 shrinkage=0.00234636 Tree=2487 num_leaves=4 num_cat=0 split_feature=42 3 457 split_gain=8.12418 11.6025 11.4334 threshold=-1.0000000180025095e-35 0.0063150000000000003 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017908572053134215 -8.288605720538521e-05 0.002010928302739981 0.0016469102335968098 leaf_weight=29.072554952232167 138.92564564326312 6.2826302535831919 29.944178158417344 leaf_count=604 1486 23 156 internal_value=0 -0.00111456 0.000223995 internal_weight=0 35.3552 168.87 internal_count=2269 627 1642 is_linear=0 shrinkage=0.00253977 Tree=2488 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=9.55487 7.7023 threshold=0.41321000000000002 -0.16509499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024007758589189711 -0.0027479693312867817 0.00033452675863785195 leaf_weight=6.0607111528515807 6.2501154388301066 195.80145455535967 leaf_count=184 133 1980 internal_value=0 0.000252183 internal_weight=0 201.862 internal_count=2297 2164 is_linear=0 shrinkage=0.00239329 Tree=2489 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.99176 8.8364 threshold=0.41321000000000002 0.091785000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2604092259384501e-05 -0.00044760459823853298 0.000128677659729779 leaf_weight=117.02429272606969 6.62574668531306 92.934299275279045 leaf_count=1455 133 709 internal_value=0 3.87895e-05 internal_weight=0 209.959 internal_count=2297 2164 is_linear=0 shrinkage=0.00039052 Tree=2490 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=9.2493 7.47485 threshold=0.41321000000000002 -0.16509499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024368365571185604 -0.0027774498550762997 0.00033333301205825088 leaf_weight=5.9629655508324495 6.1738373178523025 195.94052086246666 leaf_count=184 133 1980 internal_value=0 0.000251297 internal_weight=0 201.903 internal_count=2297 2164 is_linear=0 shrinkage=0.00244115 Tree=2491 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.3055 8.70972 threshold=0.41321000000000002 0.091785000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.1156373236974108e-05 -0.00042256923382730943 0.00012335336185377769 leaf_weight=116.50336528243497 6.378837614087387 91.958840415813029 leaf_count=1455 133 709 internal_value=0 3.70075e-05 internal_weight=0 208.462 internal_count=2297 2164 is_linear=0 shrinkage=0.000375355 Tree=2492 num_leaves=3 num_cat=0 split_feature=1429 15 split_gain=9.93034 8.72144 threshold=-1.0000000180025095e-35 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044019298643749343 -3.254066024401345e-05 0.00012530087930847535 leaf_weight=6.5828293116064733 116.88177433772944 91.44349400838837 leaf_count=119 1136 1049 internal_value=0 3.67483e-05 internal_weight=0 208.325 internal_count=2304 2185 is_linear=0 shrinkage=0.000382862 Tree=2493 num_leaves=3 num_cat=0 split_feature=1429 1456 split_gain=10.051 8.63283 threshold=-1.0000000180025095e-35 0.075120000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041599408245946302 4.7215443916888825e-05 -0.00036801569579509121 leaf_weight=6.6554199957754454 201.34448619210161 6.7161705617327234 leaf_count=119 2022 163 internal_value=0 3.37793e-05 internal_weight=0 208.061 internal_count=2304 2185 is_linear=0 shrinkage=0.00036078 Tree=2494 num_leaves=4 num_cat=0 split_feature=15 0 4 split_gain=9.85392 19.6973 14.4222 threshold=-0.0064449999999999985 -0.00017999999999999998 -0.045404999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052478426464579165 8.1172288518355137e-05 0.0025426840943923962 0.0018346163361402602 leaf_weight=106.47757885209285 63.36536483373493 9.4958161651156825 28.301010552793741 leaf_count=1135 965 74 130 internal_value=0 -0.000273245 0.000622799 internal_weight=0 115.973 91.6664 internal_count=2304 1209 1095 is_linear=0 shrinkage=0.00204265 Tree=2495 num_leaves=3 num_cat=0 split_feature=1429 480 split_gain=9.81805 8.76233 threshold=-1.0000000180025095e-35 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044858795797599185 5.0128074269212225e-05 -0.0003535553582606176 leaf_weight=6.6197550270007914 202.04175474354997 8.5280939673539233 leaf_count=119 2014 171 internal_value=0 3.37483e-05 internal_weight=0 210.57 internal_count=2304 2185 is_linear=0 shrinkage=0.00039052 Tree=2496 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=9.58617 14.6798 5.90642 threshold=0.10384000000000002 0.092475000000000016 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6926191433955696e-05 0.00018401819098197282 0.00021260222996202308 -3.7326206646403637e-05 leaf_weight=119.93189460877329 43.910250214394182 21.750123830977827 21.628566280938685 leaf_count=1599 371 152 132 internal_value=0 -4.93871e-05 0.000110982 internal_weight=0 141.682 65.5388 internal_count=2254 1751 503 is_linear=0 shrinkage=0.00034677 Tree=2497 num_leaves=4 num_cat=0 split_feature=43 48 0 split_gain=8.52582 8.5013 1.64056 threshold=0.23693500000000003 0.092475000000000016 -0.092114999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4537481940778056e-05 -0.00057665451808328147 0.0001912466087285173 -0.00021881175744315406 leaf_weight=155.673031270504 4.3737207856029272 39.246141376905143 4.4844181474763882 leaf_count=1870 59 237 88 internal_value=0 1.89242e-05 -0.000396357 internal_weight=0 194.919 8.85814 internal_count=2254 2107 147 is_linear=0 shrinkage=0.000414422 Tree=2498 num_leaves=4 num_cat=0 split_feature=43 48 0 split_gain=8.60054 8.18414 1.58232 threshold=0.23693500000000003 0.092475000000000016 -0.092114999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013284258720875605 -0.00329832139960653 0.0010841146076682265 -0.0012736603393601782 leaf_weight=150.31171791534871 4.2700007129460573 38.124073050217703 4.2896223990246636 leaf_count=1870 59 237 88 internal_value=0 0.000113455 -0.00228876 internal_weight=0 188.436 8.55962 internal_count=2254 2107 147 is_linear=0 shrinkage=0.00234636 Tree=2499 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=8.96009 11.9655 2.6846 threshold=0.12337000000000002 0.080930000000000016 0.14122000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4835757893681581e-05 0.00012465093314687807 0.00019249109662710834 0.00040864020145278907 leaf_weight=151.30924271978438 12.81503939535469 32.20446116104722 8.9959381832741183 leaf_count=1872 129 166 87 internal_value=0 -2.79079e-05 0.000242037 internal_weight=0 183.514 21.811 internal_count=2254 2038 216 is_linear=0 shrinkage=0.00039833 Tree=2500 num_leaves=4 num_cat=0 split_feature=1 52 47 split_gain=9.14917 10.8951 6.27746 threshold=0.10384000000000002 -0.11437499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033752244740013228 0.00020386122875135112 -8.0202618611973982e-06 -4.2760754469413028e-05 leaf_weight=16.644393210066482 46.355742760933936 125.45637981384061 22.44540256075561 leaf_count=282 394 1498 132 internal_value=0 -4.66553e-05 0.000123415 internal_weight=0 142.101 68.8011 internal_count=2306 1780 526 is_linear=0 shrinkage=0.000382862 Tree=2501 num_leaves=4 num_cat=0 split_feature=1 52 47 split_gain=9.50546 11.0484 6.16296 threshold=0.10384000000000002 -0.11437499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032593172495327775 0.00019565202540148641 -9.288484677529019e-06 -3.8519548928408765e-05 leaf_weight=16.897821150254458 46.694859861396253 126.59289732715115 22.56641951110214 leaf_count=282 394 1498 132 internal_value=0 -4.66156e-05 0.000119366 internal_weight=0 143.491 69.2613 internal_count=2306 1780 526 is_linear=0 shrinkage=0.000367995 Tree=2502 num_leaves=4 num_cat=0 split_feature=1 52 47 split_gain=7.89665 10.8889 5.6859 threshold=0.10384000000000002 -0.11437499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002109614053519017 0.0012283631691110486 -2.2010416180419901e-05 -0.00026142477428288033 leaf_weight=16.193900640588254 44.496531335636973 122.01234304066747 21.88028334453702 leaf_count=282 394 1498 132 internal_value=0 -0.000266877 0.000737339 internal_weight=0 138.206 66.3768 internal_count=2306 1780 526 is_linear=0 shrinkage=0.00239329 Tree=2503 num_leaves=4 num_cat=0 split_feature=1 52 47 split_gain=7.57731 10.551 5.4846 threshold=0.10384000000000002 -0.11437499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017465556606756812 0.0010118073324727303 -1.8005178200275216e-05 -0.00021377971789192119 leaf_weight=16.002332993783057 44.191522649489343 122.00653601880185 21.887043605558574 leaf_count=282 394 1498 132 internal_value=0 -0.000218647 0.000605915 internal_weight=0 138.009 66.0786 internal_count=2306 1780 526 is_linear=0 shrinkage=0.00200259 Tree=2504 num_leaves=4 num_cat=0 split_feature=155 1 0 split_gain=10.2444 9.88923 0.228414 threshold=0.083555000000000004 1.0000000180025095e-35 -0.050379999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.897292522951105e-05 -0.0004881821106241749 9.5597119268983334e-05 -0.00035007196780101471 leaf_weight=72.618819834780879 3.3961754003539681 137.80565935559571 4.3887704554945222 leaf_count=1145 74 1014 80 internal_value=0 3.53502e-05 -0.000411369 internal_weight=0 210.424 7.78495 internal_count=2313 2159 154 is_linear=0 shrinkage=0.000382862 Tree=2505 num_leaves=3 num_cat=0 split_feature=1374 155 split_gain=10.6613 10.5326 threshold=0.093235000000000012 0.083555000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036540539107514955 -0.0031557486247636019 -0.0028105343597944711 leaf_weight=195.33131056593265 6.3373558744788161 7.249593904009088 leaf_count=2122 38 153 internal_value=0 0.000251497 internal_weight=0 202.581 internal_count=2313 2275 is_linear=0 shrinkage=0.00259057 Tree=2506 num_leaves=3 num_cat=0 split_feature=1374 155 split_gain=10.187 10.2067 threshold=0.093235000000000012 0.083555000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032999289150336297 -0.002849203485431424 -0.0025817013505443466 leaf_weight=195.33969474711921 6.3396192640066138 7.1290857978165141 leaf_count=2122 38 153 internal_value=0 0.000227236 internal_weight=0 202.469 internal_count=2313 2275 is_linear=0 shrinkage=0.00239329 Tree=2507 num_leaves=3 num_cat=0 split_feature=1374 49 split_gain=9.73376 9.23976 threshold=0.093235000000000012 0.084485000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046653396154857621 -0.0029549300978809197 -0.0010405459382124738 leaf_weight=171.39409385854378 6.3418619371950617 30.965660373214632 leaf_count=1835 38 440 internal_value=0 0.00023584 internal_weight=0 202.36 internal_count=2313 2275 is_linear=0 shrinkage=0.00253977 Tree=2508 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=9.89962 13.8021 9.52185 threshold=0.10098000000000001 0.113445 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.118062775439823e-05 0.00015906175179437735 -0.00046426365522101104 -0.00021569959951964034 leaf_weight=127.98366531147622 61.665831371676177 12.930561558576299 12.404220480471848 leaf_count=1457 499 276 66 internal_value=0 -8.00612e-05 9.62625e-05 internal_weight=0 140.914 74.0701 internal_count=2298 1733 565 is_linear=0 shrinkage=0.00039052 Tree=2509 num_leaves=4 num_cat=0 split_feature=160 147 1 split_gain=9.18955 8.38968 0.100146 threshold=-0.40446999999999994 0.089365000000000014 0.093785000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025364557098744487 -0.0001603791205849046 0.0016841690233623664 -0.003195250437134583 leaf_weight=4.2060561052057883 185.28480933955871 14.629526307806371 2.5905457623302937 leaf_count=147 2035 89 27 internal_value=0 -2.5249e-05 -0.0027958 internal_weight=0 199.914 6.7966 internal_count=2298 2124 174 is_linear=0 shrinkage=0.00234636 Tree=2510 num_leaves=4 num_cat=0 split_feature=160 1 1 split_gain=8.96427 8.19423 0.0923096 threshold=-0.40446999999999994 0.10098000000000001 0.093785000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022042428463183933 -0.0003222145012387272 0.0005474672167520828 -0.0027643459289816204 leaf_weight=4.1199857525061807 130.70689760381356 69.077489527873695 2.548891369253397 leaf_count=147 1574 550 27 internal_value=0 -2.14896e-05 -0.0024256 internal_weight=0 199.784 6.66888 internal_count=2298 2124 174 is_linear=0 shrinkage=0.00204265 Tree=2511 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=9.95549 13.4964 8.88957 threshold=0.10098000000000001 0.113445 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5560563831986354e-05 0.00014186902390462273 -0.00041249849374305422 -0.00017966636688454766 leaf_weight=127.14433944458142 61.556698222178966 12.531530202832071 12.409224111586807 leaf_count=1457 499 276 66 internal_value=0 -6.94307e-05 8.78928e-05 internal_weight=0 139.676 73.9659 internal_count=2298 1733 565 is_linear=0 shrinkage=0.00034677 Tree=2512 num_leaves=3 num_cat=0 split_feature=1212 1456 split_gain=8.02936 7.84809 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023745731779930349 0.00020172583518200362 -0.0019649608846093575 leaf_weight=6.2720256121829143 191.08929025975522 8.1729152207262796 leaf_count=161 1909 190 internal_value=0 0.000112678 internal_weight=0 199.262 internal_count=2260 2099 is_linear=0 shrinkage=0.00216767 Tree=2513 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=7.72456 10.6573 threshold=0.076175000000000007 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00080108508423218871 -0.0023277138084801369 -0.00029670458562877335 leaf_weight=75.63460301887244 7.0340941520407787 122.6539140206296 leaf_count=402 76 1782 internal_value=0 0.00012207 internal_weight=0 198.289 internal_count=2260 2184 is_linear=0 shrinkage=0.00230035 Tree=2514 num_leaves=4 num_cat=0 split_feature=3 3 133 split_gain=8.30399 23.2112 8.49138 threshold=-0.059315 -0.097604999999999983 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011289013952082348 3.4351488502789696e-05 -0.00025462900736107684 0.00033387836451936615 leaf_weight=57.646358201280236 79.839564035646617 55.818412206601351 19.408060915768147 leaf_count=356 482 1278 144 internal_value=0 -6.79214e-05 9.29775e-05 internal_weight=0 113.465 99.2476 internal_count=2260 1634 626 is_linear=0 shrinkage=0.000406297 Tree=2515 num_leaves=3 num_cat=0 split_feature=1212 0 split_gain=8.2911 7.7988 threshold=-1.0000000180025095e-35 -0.061994999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040302185592499347 -2.7138401262543724e-05 0.00013051044535623881 leaf_weight=6.493505807593464 146.12727873655967 59.897102340124547 leaf_count=161 1681 418 internal_value=0 1.87024e-05 internal_weight=0 206.024 internal_count=2260 2099 is_linear=0 shrinkage=0.000367995 Tree=2516 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=9.58798 11.9451 threshold=0.11893500000000001 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010818448408047814 -0.0020995378345576863 0.0016046951659833119 leaf_weight=157.65036431548651 11.194190087728201 26.109685158822685 leaf_count=1923 78 240 internal_value=0 0.000135333 internal_weight=0 183.76 internal_count=2241 2163 is_linear=0 shrinkage=0.00234636 Tree=2517 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=9.3208 10.6769 threshold=-0.10197499999999998 -0.059315 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038305778058633327 -9.6532791610051886e-05 7.1971383955497651e-05 leaf_weight=7.9458203874528399 101.22855943604372 94.729368074797094 leaf_count=59 1596 586 internal_value=0 -1.5076e-05 internal_weight=0 195.958 internal_count=2241 2182 is_linear=0 shrinkage=0.00036078 Tree=2518 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=10.8935 9.7221 threshold=-0.40771999999999992 -0.061994999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053651634005250049 -3.4312952829758039e-05 0.00015163095026441467 leaf_weight=4.9627392701804629 145.04554500512313 51.612645849119872 leaf_count=74 1782 385 internal_value=0 1.44977e-05 internal_weight=0 196.658 internal_count=2241 2167 is_linear=0 shrinkage=0.000367995 Tree=2519 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=10.7924 9.40264 threshold=-0.40771999999999992 -0.061994999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0037369819007317256 -0.00023571427962950381 0.0010456566690727129 leaf_weight=4.8235352532938114 139.92743491532747 50.167410493828356 leaf_count=74 1782 385 internal_value=0 0.00010252 internal_weight=0 190.095 internal_count=2241 2167 is_linear=0 shrinkage=0.00253977 Tree=2520 num_leaves=4 num_cat=0 split_feature=123 3 3 split_gain=12.699 15.2617 2.92691 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0088599999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013390069406474971 0.00039239805341991646 -0.0001187299087638511 0.00010702363285912218 leaf_weight=52.312133525498211 12.636454892810436 137.97380968125071 10.414320579264311 leaf_count=309 98 1763 94 internal_value=0 -4.92719e-05 0.000263661 internal_weight=0 190.286 23.0508 internal_count=2264 2072 192 is_linear=0 shrinkage=0.00039833 Tree=2521 num_leaves=4 num_cat=0 split_feature=123 3 3 split_gain=11.9328 13.9965 3.03562 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0088599999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012959329519237359 0.0003981694613447014 -0.00011695857111787072 9.9678941357767199e-05 leaf_weight=52.553164895623922 12.399648407474162 137.2040997990407 10.310610697139053 leaf_count=309 98 1763 94 internal_value=0 -4.867e-05 0.00026285 internal_weight=0 189.757 22.7103 internal_count=2264 2072 192 is_linear=0 shrinkage=0.000406297 Tree=2522 num_leaves=4 num_cat=0 split_feature=157 150 52 split_gain=9.95449 10.4951 2.26472 threshold=-0.084489999999999996 0.081245000000000026 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0009486098225277679 -0.00023642388860283794 0.00099055978915912955 -0.0030583448319903075 leaf_weight=4.0775694961193949 150.92848811624572 41.815616247244179 5.8429561788216215 leaf_count=71 1840 255 98 internal_value=0 2.98406e-05 -0.00219468 internal_weight=0 192.744 9.92053 internal_count=2264 2095 169 is_linear=0 shrinkage=0.00216767 Tree=2523 num_leaves=4 num_cat=0 split_feature=123 3 3 split_gain=9.74331 13.12 3.14106 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0088599999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074094980059155775 0.0022192513983705364 -0.00063855901856936688 0.0004308203999392795 leaf_weight=50.567862635012716 11.365721283014866 130.82383727736305 9.5812102146446687 leaf_count=309 98 1763 94 internal_value=0 -0.000253946 0.00140235 internal_weight=0 181.392 20.9469 internal_count=2264 2072 192 is_linear=0 shrinkage=0.00230035 Tree=2524 num_leaves=4 num_cat=0 split_feature=160 13 52 split_gain=10.3563 8.45605 0.159719 threshold=-0.25833999999999996 -0.24689499999999998 0.40249000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035990118817006333 0.00030159258090380606 -1.1784204278817831e-05 -0.00048104964282475674 leaf_weight=2.9899022462777776 14.072295263875274 192.7920582999941 5.1977232092758641 leaf_count=84 118 1974 106 internal_value=0 9.55964e-06 -0.00043775 internal_weight=0 206.864 8.18763 internal_count=2282 2092 190 is_linear=0 shrinkage=0.00039052 Tree=2525 num_leaves=4 num_cat=0 split_feature=160 124 52 split_gain=10.4158 8.22116 0.16816 threshold=-0.25833999999999996 -0.043384999999999993 0.40249000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034435205688352916 0.00021141343047052698 -1.9025067774931861e-05 -0.00046262351322994667 leaf_weight=3.0376977701671404 24.76327811088413 182.00680537591688 5.2472035472746938 leaf_count=84 189 1903 106 internal_value=0 8.58976e-06 -0.00042015 internal_weight=0 206.77 8.2849 internal_count=2282 2092 190 is_linear=0 shrinkage=0.000375355 Tree=2526 num_leaves=4 num_cat=0 split_feature=160 13 52 split_gain=10.2729 8.80322 0.155957 threshold=-0.25833999999999996 -0.24689499999999998 0.40249000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034073216471843068 0.00028895340562559913 -1.0919034065056214e-05 -0.00045476308358345115 leaf_weight=2.9444881416857225 14.229445225093512 190.5375277812127 5.0862951525487006 leaf_count=84 118 1974 106 internal_value=0 9.94437e-06 -0.000413861 internal_weight=0 204.767 8.03078 internal_count=2282 2092 190 is_linear=0 shrinkage=0.000367995 Tree=2527 num_leaves=4 num_cat=0 split_feature=160 4 52 split_gain=9.84774 8.34461 0.160276 threshold=-0.25833999999999996 -0.49071999999999993 0.40249000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024208698925640895 -0.0020351625073333412 0.00020830347452675043 -0.0032661844687505823 leaf_weight=2.8125982030760488 12.322731807827948 186.53848244366236 4.9254175008973107 leaf_count=84 121 1971 106 internal_value=0 6.91017e-05 -0.00296565 internal_weight=0 198.861 7.73802 internal_count=2282 2092 190 is_linear=0 shrinkage=0.00264238 Tree=2528 num_leaves=4 num_cat=0 split_feature=1 48 39 split_gain=11.8049 17.8607 11.1012 threshold=1.0000000180025095e-35 0.092065000000000022 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013527543524679611 7.4417796813313968e-05 0.0020384615903321435 0.0018406837300435385 leaf_weight=56.703393113566563 107.2023200886324 10.532662142300977 25.148225450888276 leaf_count=1060 876 100 228 internal_value=0 -0.000821086 0.000410247 internal_weight=0 67.2361 132.351 internal_count=2264 1160 1104 is_linear=0 shrinkage=0.00239329 Tree=2529 num_leaves=4 num_cat=0 split_feature=1 48 39 split_gain=11.3249 17.1099 10.7789 threshold=1.0000000180025095e-35 0.092065000000000022 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016869949935922042 9.2264101377299319e-05 0.0025177424792312045 0.0023105445430391374 leaf_weight=56.376193677075207 107.20136646134779 10.5726012410596 24.842007080558687 leaf_count=1060 876 100 228 internal_value=0 -0.00102245 0.000509874 internal_weight=0 66.9488 132.043 internal_count=2264 1160 1104 is_linear=0 shrinkage=0.00303526 Tree=2530 num_leaves=4 num_cat=0 split_feature=123 1 1 split_gain=13.1743 8.52899 1.93303 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.094165000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015127323489174988 0.00010546776894852422 2.173145397213982e-05 0.00033552320836243864 leaf_weight=63.922124593285844 7.9588878601789501 120.45429767109454 16.485662818420678 leaf_count=1139 30 918 177 internal_value=0 -3.82576e-05 0.00026076 internal_weight=0 184.376 24.4446 internal_count=2264 2057 207 is_linear=0 shrinkage=0.000382862 Tree=2531 num_leaves=4 num_cat=0 split_feature=1 48 39 split_gain=10.8845 16.3845 10.5022 threshold=1.0000000180025095e-35 0.092065000000000022 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013611432140824284 7.3235910107189684e-05 0.0020095303906907691 0.0018770006149254183 leaf_weight=56.103030824568123 107.29352001100779 10.617939306888728 24.583116017282009 leaf_count=1060 876 100 228 internal_value=0 -0.000824315 0.000409699 internal_weight=0 66.721 131.877 internal_count=2264 1160 1104 is_linear=0 shrinkage=0.00248997 Tree=2532 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=13.3211 12.6287 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030450525103227255 -9.8543330229724759e-05 0.0001748717579435842 leaf_weight=16.29718025168404 159.41426891717128 29.298065990675241 leaf_count=123 1949 230 internal_value=0 -5.60816e-05 internal_weight=0 188.712 internal_count=2302 2179 is_linear=0 shrinkage=0.000382862 Tree=2533 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=11.5677 10.3631 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015594752624098823 -0.00050099965198369654 0.000860931884923712 leaf_weight=15.240144728682933 152.49752870283555 27.499244227074087 leaf_count=123 1949 230 internal_value=0 -0.00029286 internal_weight=0 179.997 internal_count=2302 2179 is_linear=0 shrinkage=0.00204265 Tree=2534 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=11.1456 9.92981 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.002072484230669914 -0.00065997800523905537 0.0011378037706304975 leaf_weight=15.089795440435408 152.31015495944303 27.377925752196461 leaf_count=123 1949 230 internal_value=0 -0.00038597 internal_weight=0 179.688 internal_count=2302 2179 is_linear=0 shrinkage=0.00274913 Tree=2535 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=12.6929 10.5618 threshold=-0.24689499999999998 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028365438898004375 -8.7385955503528002e-05 0.00015160568351683953 leaf_weight=15.967867761384694 159.11554460483603 28.340315556153655 leaf_count=123 1949 230 internal_value=0 -5.12425e-05 internal_weight=0 187.456 internal_count=2302 2179 is_linear=0 shrinkage=0.00036078 Tree=2536 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=9.44541 12.2543 3.55475 threshold=0.27467500000000006 -0.099594999999999975 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005021107514298791 0.00033215160714812077 -3.8774290941921175e-05 1.1963578927054481e-05 leaf_weight=7.4886720888316622 20.479761612135921 172.09463020414114 8.3954642452299577 leaf_count=25 173 1976 77 internal_value=0 -1.61683e-05 0.000239126 internal_weight=0 179.583 28.8752 internal_count=2251 2001 250 is_linear=0 shrinkage=0.000414422 Tree=2537 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=8.82962 10.6369 4.86377 threshold=0.080930000000000016 0.27467500000000006 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7087589494837422e-05 5.5151246074213389e-05 0.0002091563378022553 0.00034760700730203619 leaf_weight=147.03192354121711 17.099697759374976 25.845674814656377 16.260604185983539 leaf_count=1836 90 223 102 internal_value=0 -1.72647e-05 0.000197818 internal_weight=0 172.878 33.3603 internal_count=2251 2059 192 is_linear=0 shrinkage=0.000382862 Tree=2538 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=9.3814 11.9777 3.56088 threshold=0.27467500000000006 -0.099594999999999975 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048782762857643393 0.00032500083986598436 -3.8560739412256097e-05 1.0719093124571255e-05 leaf_weight=7.4279037304222575 20.383736294694248 170.81143184006214 8.4038040121085924 leaf_count=25 173 1976 77 internal_value=0 -1.65743e-05 0.000233322 internal_weight=0 178.239 28.7875 internal_count=2251 2001 250 is_linear=0 shrinkage=0.000406297 Tree=2539 num_leaves=4 num_cat=0 split_feature=4 150 15 split_gain=10.3581 12.6336 3.16484 threshold=0.27467500000000006 -0.099594999999999975 -0.10443499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044874204454082477 0.00014119754850435519 -3.8896923580900209e-05 0.00041016080229163917 leaf_weight=7.4863203242421141 21.174040503334258 173.81320838944521 8.2280585719272477 leaf_count=25 198 1976 52 internal_value=0 -1.87159e-05 0.000216683 internal_weight=0 181.3 29.4021 internal_count=2251 2001 250 is_linear=0 shrinkage=0.000367995 Tree=2540 num_leaves=4 num_cat=0 split_feature=51 14 15 split_gain=8.49908 8.89826 3.47704 threshold=-0.097374999999999975 0.076175000000000007 -0.077559999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7779501348768273e-05 0.00014821813132095271 -0.0033980528541682478 -0.0029142544705385832 leaf_weight=4.5574392511043724 170.66631628805771 5.9724273243919006 12.054815436247734 leaf_count=58 1942 68 181 internal_value=0 2.7959e-05 -0.00211078 internal_weight=0 176.639 16.6123 internal_count=2249 2010 239 is_linear=0 shrinkage=0.0028602 Tree=2541 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=8.19211 8.13273 4.92391 threshold=-0.097374999999999975 -0.061684999999999997 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033894188919433689 -0.00030878268824056058 0.0010256589785304418 -0.00044236612021647574 leaf_weight=8.4759548120200652 132.3240046822466 44.256426563486457 8.0064435256645066 leaf_count=165 1697 313 74 internal_value=0 2.57437e-05 -0.00196003 internal_weight=0 176.58 16.4824 internal_count=2249 2010 239 is_linear=0 shrinkage=0.00269523 Tree=2542 num_leaves=3 num_cat=0 split_feature=376 47 split_gain=8.66141 8.12881 threshold=0.048375000000000008 0.11893500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7552651902325334e-05 0.00025636316148842594 -0.00041481431033118501 leaf_weight=177.52541399979964 16.293167939875275 9.0191051205620152 leaf_count=2061 121 67 internal_value=0 -4.63166e-05 internal_weight=0 186.545 internal_count=2249 2128 is_linear=0 shrinkage=0.00039833 Tree=2543 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=7.86695 8.67586 5.16967 threshold=-0.097374999999999975 -0.061684999999999997 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004780526994963265 -4.4976100144666659e-05 0.00014796573524612357 -5.4094376499978181e-05 leaf_weight=8.5817187109496462 137.35039493232034 45.450877096969634 8.2804879732429963 leaf_count=165 1697 313 74 internal_value=0 3.00652e-06 -0.000270157 internal_weight=0 182.801 16.8622 internal_count=2249 2010 239 is_linear=0 shrinkage=0.000382862 Tree=2544 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=14.0542 10.7131 7.99613 threshold=0.080930000000000016 -0.091149999999999995 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9600819447278909e-05 -5.9029908389865419e-06 -0.00011655813738422607 0.00032916386404301438 leaf_weight=39.76033723866567 15.809105784632264 127.35576597217005 18.668396087363362 leaf_count=325 82 1735 108 internal_value=0 -6.75041e-05 0.000175606 internal_weight=0 167.116 34.4775 internal_count=2250 2060 190 is_linear=0 shrinkage=0.00034677 Tree=2545 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=13.0326 10.1275 7.21661 threshold=0.080930000000000016 -0.091149999999999995 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073878583018267775 -2.7217313972941788e-06 -0.00095442125092190847 0.0026701940126918622 leaf_weight=37.976924115791917 15.508212482556699 120.70958904444706 17.669090005103499 leaf_count=325 82 1735 108 internal_value=0 -0.000549162 0.0014215 internal_weight=0 158.687 33.1773 internal_count=2250 2060 190 is_linear=0 shrinkage=0.0028602 Tree=2546 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=12.8269 10.3044 7.37574 threshold=0.080930000000000016 -0.091149999999999995 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3945400759358461e-05 -3.7893599135422157e-06 -0.00011796398238594304 0.00033453513466354443 leaf_weight=39.258783214725554 15.683260465040801 124.68920395278838 18.009119551628828 leaf_count=325 82 1735 108 internal_value=0 -6.72154e-05 0.000177138 internal_weight=0 163.948 33.6924 internal_count=2250 2060 190 is_linear=0 shrinkage=0.00036078 Tree=2547 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=13.474 10.0698 7.48904 threshold=0.080930000000000016 -0.091149999999999995 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4374987843725793e-05 -2.5161561276252606e-06 -0.00012316885224704073 0.00035040579320188268 leaf_weight=39.335552901029587 15.707930197939275 125.84818635869306 18.368490691296756 leaf_count=325 82 1735 108 internal_value=0 -7.13598e-05 0.000187812 internal_weight=0 165.184 34.0764 internal_count=2250 2060 190 is_linear=0 shrinkage=0.000375355 Tree=2548 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=9.50818 13.327 10.5107 threshold=0.09227500000000001 -0.099704999999999974 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057123971529020518 -0.001200539105826715 -0.0012125588637164843 0.00063488890038601109 leaf_weight=27.183947476558387 18.448700221255422 71.18472642172128 71.10040658665821 leaf_count=149 227 1329 520 internal_value=0 -0.000719595 0.000256583 internal_weight=0 98.3687 89.5491 internal_count=2225 1478 747 is_linear=0 shrinkage=0.00216767 Tree=2549 num_leaves=4 num_cat=0 split_feature=13 39 1 split_gain=9.15206 11.5136 6.60807 threshold=-0.09194999999999999 0.081875000000000017 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055151334181866832 -0.0009361313773026842 0.0011026080641922686 0.0017671223304448406 leaf_weight=14.492492971010504 125.59857391903643 23.943759056739509 23.209437066689134 leaf_count=135 1701 209 180 internal_value=0 -0.000609602 0.000876019 internal_weight=0 149.542 37.7019 internal_count=2225 1910 315 is_linear=0 shrinkage=0.00269523 Tree=2550 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=8.94018 12.7517 8.25355 threshold=0.09227500000000001 -0.055219999999999998 -0.010219999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013524759459926196 0.0015788279319071496 0.0005873413648547546 -0.00014249814360639334 leaf_weight=69.106566914007999 22.03889816859737 28.516440134029835 67.074240937829018 leaf_count=1315 237 163 510 internal_value=0 -0.000785836 0.000283456 internal_weight=0 97.623 89.1131 internal_count=2225 1478 747 is_linear=0 shrinkage=0.00244115 Tree=2551 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=10.4004 13.1002 10.1607 threshold=0.09227500000000001 -0.099704999999999974 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2046110828689588e-05 -0.00019029298018221943 -0.00020504106523646151 0.00011027944617153382 leaf_weight=27.770274250768125 19.191326948814094 72.663263657595962 73.503690322395414 leaf_count=149 227 1329 520 internal_value=0 -0.000122893 4.80234e-05 internal_weight=0 100.434 92.695 internal_count=2225 1478 747 is_linear=0 shrinkage=0.000367995 Tree=2552 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=10.8493 8.22332 threshold=0.17126500000000003 0.089945000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035387956983706575 0.0031175603293967392 0.0013755277321736608 leaf_weight=156.0802142994944 8.9495400898158532 26.260564836207777 leaf_count=1726 26 445 internal_value=0 -0.000104694 internal_weight=0 182.341 internal_count=2197 2171 is_linear=0 shrinkage=0.0028602 Tree=2553 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=10.7268 8.28084 threshold=0.17126500000000003 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.3957690401042786e-05 0.00038743612401867647 0.00017506239683195125 leaf_weight=164.70719318697229 9.0533069688826782 25.999386076349765 leaf_count=1944 26 227 internal_value=0 -1.40837e-05 internal_weight=0 190.707 internal_count=2197 2171 is_linear=0 shrinkage=0.00036078 Tree=2554 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=10.819 8.47735 threshold=0.17126500000000003 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.8634340019248213e-05 0.00043972468336133308 0.00020106902333080347 leaf_weight=163.41419974970631 9.0581702757626754 25.997654353734106 leaf_count=1944 26 227 internal_value=0 -1.43446e-05 internal_weight=0 189.412 internal_count=2197 2171 is_linear=0 shrinkage=0.000406297 Tree=2555 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=10.4586 7.80921 threshold=0.17126500000000003 0.089945000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002948277144884009 0.0026234977838643721 0.0011402306848959987 leaf_weight=156.29708361718804 8.8746315604075772 26.397103581344709 leaf_count=1726 26 445 internal_value=0 -8.73816e-05 internal_weight=0 182.694 internal_count=2197 2171 is_linear=0 shrinkage=0.00244115 Tree=2556 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=10.8311 9.14001 7.54234 threshold=-1.0000000180025095e-35 -0.0048499999999999993 0.076210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000343246434173543 -0.00021566592160884843 6.8218563061915252e-05 0.00020958329393288712 leaf_weight=17.992231103358794 17.686901584500447 163.84092614753172 4.2951132028829297 leaf_count=501 331 1402 39 internal_value=0 4.05389e-05 -0.000236619 internal_weight=0 181.528 22.2873 internal_count=2273 1733 540 is_linear=0 shrinkage=0.000375355 Tree=2557 num_leaves=4 num_cat=0 split_feature=403 11 484 split_gain=10.1786 9.4453 7.61207 threshold=-1.0000000180025095e-35 0.08776500000000001 0.076210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024625813157810482 0.00044804490062288891 -0.0023084889803558386 0.0015681934369665455 leaf_weight=17.209434656659145 166.91637993836775 9.5273736445233208 4.2272581276483825 leaf_count=501 1643 90 39 internal_value=0 0.000298968 -0.00166704 internal_weight=0 176.444 21.4367 internal_count=2273 1733 540 is_linear=0 shrinkage=0.00269523 Tree=2558 num_leaves=4 num_cat=0 split_feature=403 11 484 split_gain=9.81886 9.03019 7.38193 threshold=-1.0000000180025095e-35 0.08776500000000001 0.076210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002003078684682085 0.00035931568890743004 -0.0018522324901945584 0.0012577834587876534 leaf_weight=16.96990390797146 166.91371792065911 9.5230023940093798 4.2271135372575364 leaf_count=501 1643 90 39 internal_value=0 0.000239762 -0.00135225 internal_weight=0 176.437 21.197 internal_count=2273 1733 540 is_linear=0 shrinkage=0.00221103 Tree=2559 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=9.47078 8.85558 7.15838 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00094334829295799109 -0.001498829649772656 0.00046449788491619546 -0.0024778110444416746 leaf_weight=5.5845596604049232 17.050096439896151 159.38105313410051 15.378811257658525 leaf_count=44 331 1402 496 internal_value=0 0.000274623 -0.0015664 internal_weight=0 176.431 20.9634 internal_count=2273 1733 540 is_linear=0 shrinkage=0.00259057 Tree=2560 num_leaves=3 num_cat=0 split_feature=1212 1446 split_gain=8.254 8.74987 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0026021307369775665 0.00020203656081548151 -0.0024282574492250539 leaf_weight=6.6801720843650392 186.46238979219925 7.517778637004084 leaf_count=178 1919 204 internal_value=0 9.98695e-05 internal_weight=0 193.98 internal_count=2301 2123 is_linear=0 shrinkage=0.00239329 Tree=2561 num_leaves=4 num_cat=0 split_feature=15 4 0 split_gain=9.67431 18.5707 8.5715 threshold=0.084050000000000014 0.15891500000000003 -0.24122499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003447456760927356 -0.00025943464530020277 0.00041141985035366975 5.0248483626777064e-05 leaf_weight=6.8614733815193167 32.672178324079141 5.832281405106186 165.81282630586065 leaf_count=39 773 21 1468 internal_value=0 -0.000157667 3.45164e-05 internal_weight=0 38.5045 172.674 internal_count=2301 794 1507 is_linear=0 shrinkage=0.00034677 Tree=2562 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=9.04737 18.6508 8.3151 threshold=0.084050000000000014 0.15891500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.6483165743217672e-05 -0.00028063971447162494 0.00044571417172963002 9.3321566504133246e-05 leaf_weight=52.579547504312359 31.613737437408417 5.8937240038067094 116.48063661297783 leaf_count=690 773 21 817 internal_value=0 -0.000166336 3.73969e-05 internal_weight=0 37.5075 169.06 internal_count=2301 794 1507 is_linear=0 shrinkage=0.000375355 Tree=2563 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=9.65261 19.1858 9.22444 threshold=0.084050000000000014 0.15891500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5348467513568382e-05 -0.00029566325504237111 0.00046852583524272532 0.00010050559227715141 leaf_weight=53.125879813916981 32.288232404738665 5.9122723769396535 118.32283292524517 leaf_count=690 773 21 817 internal_value=0 -0.000177215 3.98135e-05 internal_weight=0 38.2005 171.449 internal_count=2301 794 1507 is_linear=0 shrinkage=0.00039052 Tree=2564 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=14.4261 21.2945 9.61717 threshold=0.085995000000000016 -0.060004999999999996 -0.10653 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016851831470855901 0.0011235788487205397 0.00069108276151709665 -0.000154779888989715 leaf_weight=48.525766088860109 54.320065381005406 29.710619383957237 61.129908684175462 leaf_count=1116 260 164 705 internal_value=0 -0.000782837 0.000446784 internal_weight=0 78.2364 115.45 internal_count=2245 1280 965 is_linear=0 shrinkage=0.00221103 Tree=2565 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=13.904 20.9706 10.6193 threshold=1.0000000180025095e-35 -0.055219999999999998 0.083185000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021576532228173703 0.00068474166188932796 0.00076441339099460402 -0.001471611764073167 leaf_weight=38.631613324163482 112.94674039818347 25.113192344084382 16.170342145022005 leaf_count=1029 814 125 277 internal_value=0 -0.00100658 0.000414507 internal_weight=0 63.7448 129.117 internal_count=2245 1154 1091 is_linear=0 shrinkage=0.00248997 Tree=2566 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=15.4926 25.6551 10.1351 threshold=0.085995000000000016 -0.16223499999999996 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019506286545514169 -0.00012513384609011614 -0.00027318152083737225 0.00013643605592127998 leaf_weight=23.253008694853634 26.982078574132174 56.535658799577504 91.936229503247887 leaf_count=86 368 1194 597 internal_value=0 -0.000136706 7.70764e-05 internal_weight=0 79.7887 118.918 internal_count=2245 1280 965 is_linear=0 shrinkage=0.000375355 Tree=2567 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=14.824 25.4631 10.2242 threshold=0.085995000000000016 -0.16223499999999996 -0.10653 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020719572397340686 0.00020462892276942911 -0.0002866738718701383 -2.8965137436472733e-05 leaf_weight=23.407681225799024 55.476897380780429 56.545549454516731 64.024470860604197 leaf_count=86 260 1194 705 internal_value=0 -0.00014207 7.94931e-05 internal_weight=0 79.9532 119.501 internal_count=2245 1280 965 is_linear=0 shrinkage=0.00039833 Tree=2568 num_leaves=3 num_cat=0 split_feature=49 454 split_gain=8.66316 9.47045 threshold=0.27293500000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010140127130218246 -0.0029169373977979036 0.0032724203285259233 leaf_weight=185.68729933071882 6.1194022400304666 6.5243816934525958 leaf_count=2227 38 24 internal_value=0 0.000209352 internal_weight=0 192.212 internal_count=2289 2251 is_linear=0 shrinkage=0.00259057 Tree=2569 num_leaves=4 num_cat=0 split_feature=128 41 16 split_gain=9.12151 7.84001 0.443552 threshold=0.086435000000000012 0.088520000000000015 -0.012149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6086241211376562e-05 -0.00048899992119679425 -0.00033566982838650216 -0.00028964058654786109 leaf_weight=192.1781392947305 4.2668002437567338 8.2039264980703575 2.8442218753043553 leaf_count=2059 114 65 51 internal_value=0 3.04261e-05 -0.00041025 internal_weight=0 200.382 7.11102 internal_count=2289 2124 165 is_linear=0 shrinkage=0.000382862 Tree=2570 num_leaves=4 num_cat=0 split_feature=128 42 42 split_gain=8.49979 7.42583 0.0820197 threshold=0.086435000000000012 0.10258000000000002 -0.089429999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5649270794704568e-05 -0.00039605296215557546 -0.00018201306707451163 -0.00031033204273644646 leaf_weight=182.88649947824888 4.2675734363729134 19.001170317642391 2.7554511269554487 leaf_count=1870 106 254 59 internal_value=0 2.42071e-05 -0.000363353 internal_weight=0 201.888 7.02302 internal_count=2289 2124 165 is_linear=0 shrinkage=0.00034677 Tree=2571 num_leaves=4 num_cat=0 split_feature=128 49 42 split_gain=8.57705 8.13074 0.0925077 threshold=0.086435000000000012 0.27029000000000009 -0.090899999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038217768050657604 -0.0037976666478930169 -0.0033499299011304296 -0.0029389314387826141 leaf_weight=185.79411068907939 3.9437667812453583 6.2414829526096574 2.6935729319229713 leaf_count=2089 103 35 62 internal_value=0 0.000260557 -0.0034586 internal_weight=0 192.036 6.63734 internal_count=2289 2124 165 is_linear=0 shrinkage=0.00322105 Tree=2572 num_leaves=4 num_cat=0 split_feature=15 1 157 split_gain=10.4527 18.0027 8.63277 threshold=-0.0070549999999999996 0.091615000000000016 -0.08107499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016911006426086263 0.0025105658577145788 0.00041478279514337257 0.00039229121430319803 leaf_weight=43.741756220231764 14.727730562444775 65.184461291879416 78.390001742751338 leaf_count=668 68 522 1066 internal_value=0 -0.00043103 0.000727769 internal_weight=0 108.926 93.1177 internal_count=2324 1190 1134 is_linear=0 shrinkage=0.00253977 Tree=2573 num_leaves=4 num_cat=0 split_feature=0 15 51 split_gain=9.63093 10.8298 6.23094 threshold=-0.061994999999999995 -0.0070549999999999996 -0.097374999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012648150178085126 -0.00012592321281996652 9.9428901242115615e-05 0.00021336611092143668 leaf_weight=91.676664819242433 10.886945689097045 56.666173437959515 49.5401999540627 leaf_count=996 109 901 318 internal_value=0 -4.01832e-05 0.000152217 internal_weight=0 148.343 60.4271 internal_count=2324 1897 427 is_linear=0 shrinkage=0.000406297 Tree=2574 num_leaves=4 num_cat=0 split_feature=15 1 11 split_gain=9.95569 17.3855 8.40843 threshold=-0.0070549999999999996 0.091615000000000016 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014495823685971032 0.00086595702318185725 0.00035554616095642249 -0.0011601118062248572 leaf_weight=43.473406340461224 81.770307422848418 65.146720737218857 11.393948372453449 leaf_count=668 1014 522 120 internal_value=0 -0.000367054 0.000617983 internal_weight=0 108.62 93.1643 internal_count=2324 1190 1134 is_linear=0 shrinkage=0.00221103 Tree=2575 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=9.27512 11.3707 10.6631 threshold=-0.061994999999999995 -0.49367499999999992 -0.0087699999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011102514136626314 -0.00015312718894591279 0.00020769288411501364 7.912259419328723e-05 leaf_weight=88.754778604838066 13.540888668969272 46.604807338677347 59.038417383562773 leaf_count=971 116 311 926 internal_value=0 0.000126437 -3.50671e-05 internal_weight=0 60.1457 147.793 internal_count=2324 427 1897 is_linear=0 shrinkage=0.00034677 Tree=2576 num_leaves=4 num_cat=0 split_feature=484 1212 3 split_gain=7.89117 8.46212 4.03899 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039219100773382396 -0.00041899802907134534 1.7824432509441131e-05 2.1194463030011106e-05 leaf_weight=11.991489128675314 6.740706095006316 169.52212283865083 4.8664310164749613 leaf_count=342 170 1742 22 internal_value=0 1.07574e-06 -0.000272969 internal_weight=0 176.263 16.8579 internal_count=2276 1912 364 is_linear=0 shrinkage=0.000382862 Tree=2577 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=7.88764 17.3216 11.2692 threshold=0.089790000000000023 -0.16223499999999996 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001766395468311639 -0.00035858904816088693 -0.00018519689727068065 8.2210118432233734e-05 leaf_weight=22.612277260050178 8.2002246361225826 72.032752528903075 92.591625057160854 leaf_count=91 96 1366 723 internal_value=0 -9.87299e-05 4.62865e-05 internal_weight=0 94.645 100.792 internal_count=2276 1457 819 is_linear=0 shrinkage=0.00036078 Tree=2578 num_leaves=4 num_cat=0 split_feature=484 48 160 split_gain=7.78697 8.60958 3.98581 threshold=-0.0048499999999999993 0.11951500000000001 0.31534500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002781353694549348 0.00015430534701025216 -0.0026250845980988319 0.00029867041036033069 leaf_weight=12.076321017695593 162.35318402876146 8.8649206748232228 4.3011262686923137 leaf_count=315 1847 65 49 internal_value=0 1.01241e-05 -0.00197306 internal_weight=0 171.218 16.3774 internal_count=2276 1912 364 is_linear=0 shrinkage=0.00274913 Tree=2579 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=8.52058 18.0479 10.9471 threshold=0.089790000000000023 -0.16223499999999996 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018629328875835561 -0.00035743319172643127 -0.00019106014277795987 8.7048299955263126e-05 leaf_weight=22.433233959600329 8.144272478297351 72.876305902958848 92.876706110779196 leaf_count=91 96 1366 723 internal_value=0 -0.000102222 5.11536e-05 internal_weight=0 95.3095 101.021 internal_count=2276 1457 819 is_linear=0 shrinkage=0.000367995 Tree=2580 num_leaves=3 num_cat=0 split_feature=41 3 split_gain=8.31705 9.75842 threshold=0.078570000000000015 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024137927586649987 -0.0003032961836789459 -5.0659403190805034e-07 leaf_weight=34.734318155795336 12.733371179550884 162.96502618305385 leaf_count=182 107 2023 internal_value=0 4.20102e-05 internal_weight=0 197.699 internal_count=2312 2205 is_linear=0 shrinkage=0.000414422 Tree=2581 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=8.77841 8.33727 threshold=0.078570000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0027262419335287069 -0.0020654751001118791 0.00039436543715950411 leaf_weight=6.4184178689029059 12.229365759529172 183.5393090309808 leaf_count=115 107 2090 internal_value=0 0.000288661 internal_weight=0 189.958 internal_count=2312 2205 is_linear=0 shrinkage=0.00269523 Tree=2582 num_leaves=3 num_cat=0 split_feature=41 3 split_gain=7.80932 9.93654 threshold=0.078570000000000015 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021568713252278715 -0.00026224076030366606 -1.9734804212486167e-06 leaf_weight=34.450830182991922 12.60849612765014 161.36443642806262 leaf_count=182 107 2023 internal_value=0 3.6338e-05 internal_weight=0 195.815 internal_count=2312 2205 is_linear=0 shrinkage=0.000367995 Tree=2583 num_leaves=3 num_cat=0 split_feature=41 3 split_gain=8.51769 9.28398 threshold=0.078570000000000015 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021661539482124791 -0.00027993494139743859 1.4340138348986193e-06 leaf_weight=34.168936070986092 12.546879685483871 162.63057580287568 leaf_count=182 107 2023 internal_value=0 3.88119e-05 internal_weight=0 196.8 internal_count=2312 2205 is_linear=0 shrinkage=0.000375355 Tree=2584 num_leaves=4 num_cat=0 split_feature=52 403 0 split_gain=8.4631 9.33132 7.65592 threshold=-0.11251499999999999 -1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020809128954229397 -0.0012912564348251888 0.00045582932185316911 0.00053943984329284382 leaf_weight=18.466193906497214 19.921269779093564 143.7172257588245 9.7477144356816989 leaf_count=296 518 1345 89 internal_value=0 0.000243014 -0.00117585 internal_weight=0 163.638 28.2139 internal_count=2248 1863 385 is_linear=0 shrinkage=0.00239329 Tree=2585 num_leaves=4 num_cat=0 split_feature=52 403 0 split_gain=8.30636 9.69796 7.32483 threshold=-0.11251499999999999 -1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033789630841669959 -0.00021673532560224172 7.2589512382107546e-05 8.0647803125906886e-05 leaf_weight=19.119811939075593 20.953220987459645 148.83553005452268 10.144726890604941 leaf_count=296 518 1345 89 internal_value=0 3.68643e-05 -0.000192847 internal_weight=0 169.789 29.2645 internal_count=2248 1863 385 is_linear=0 shrinkage=0.00039833 Tree=2586 num_leaves=4 num_cat=0 split_feature=52 403 0 split_gain=8.70823 9.59646 7.35583 threshold=-0.11251499999999999 -1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034011574485259116 -0.00021391722313369375 7.2550410648979476e-05 7.5808546554233177e-05 leaf_weight=19.451164621394131 21.141478318022564 150.65008597041015 10.314904431812463 leaf_count=296 518 1345 89 internal_value=0 3.72765e-05 -0.000196028 internal_weight=0 171.792 29.7661 internal_count=2248 1863 385 is_linear=0 shrinkage=0.00039833 Tree=2587 num_leaves=4 num_cat=0 split_feature=52 403 0 split_gain=8.16117 9.83963 7.52178 threshold=-0.11251499999999999 -1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032963092110085556 -0.00021353055817787935 7.1650713118701358e-05 8.6256874082841177e-05 leaf_weight=19.24032920552418 21.031114043435082 149.43732531717978 10.105325854383407 leaf_count=296 518 1345 89 internal_value=0 3.64472e-05 -0.000186455 internal_weight=0 170.468 29.3457 internal_count=2248 1863 385 is_linear=0 shrinkage=0.00039052 Tree=2588 num_leaves=3 num_cat=0 split_feature=11 484 split_gain=10.6719 8.5531 threshold=0.088215000000000002 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020615465440492308 -0.00036683111406268608 6.3797054479684503e-05 leaf_weight=17.419029695447534 9.1221128958277387 179.54004291282035 leaf_count=371 79 1808 internal_value=0 3.99049e-05 internal_weight=0 196.959 internal_count=2258 2179 is_linear=0 shrinkage=0.000367995 Tree=2589 num_leaves=3 num_cat=0 split_feature=11 484 split_gain=10.8516 7.87783 threshold=0.088215000000000002 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012389088761437187 -0.0023101193174824238 0.00038951730843055906 leaf_weight=16.534590548137203 8.8105866017285717 173.2662077723071 leaf_count=371 79 1808 internal_value=0 0.000247546 internal_weight=0 189.801 internal_count=2258 2179 is_linear=0 shrinkage=0.00225525 Tree=2590 num_leaves=3 num_cat=0 split_feature=11 484 split_gain=10.3901 7.54771 threshold=0.088215000000000002 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013426524430693763 -0.0024985963953782502 0.00042041689449799223 leaf_weight=16.468261680100113 8.7926950382534397 173.26493117259815 leaf_count=371 79 1808 internal_value=0 0.000267268 internal_weight=0 189.733 internal_count=2258 2179 is_linear=0 shrinkage=0.00248997 Tree=2591 num_leaves=3 num_cat=0 split_feature=11 52 split_gain=9.94704 7.51931 threshold=0.088215000000000002 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049251459064716323 -0.0029833303719988989 -0.0017806866626589831 leaf_weight=175.17019426764455 8.7759879950899613 14.498082805541342 leaf_count=1939 79 240 internal_value=0 0.000318591 internal_weight=0 189.668 internal_count=2258 2179 is_linear=0 shrinkage=0.00303526 Tree=2592 num_leaves=4 num_cat=0 split_feature=484 133 49 split_gain=10.765 9.02059 4.6748 threshold=-0.0048499999999999993 -0.108885 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001325111065388419 -0.0021600371932087303 0.0004361730513982022 -0.0032259665359867344 leaf_weight=2.4917418286204329 13.320849148556588 162.79945968394168 12.271404891391283 leaf_count=18 236 1632 333 internal_value=0 0.000239596 -0.00245711 internal_weight=0 176.12 14.7631 internal_count=2219 1868 351 is_linear=0 shrinkage=0.00303526 Tree=2593 num_leaves=4 num_cat=0 split_feature=484 15 49 split_gain=10.6681 8.56662 4.69063 threshold=-0.0048499999999999993 -0.24297999999999997 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016552216076949538 0.00030287637366457844 3.7981787063497471e-06 -0.00040025979628759487 leaf_weight=2.575216935016214 15.301379905547945 167.79692931158934 12.653069870313628 leaf_count=18 177 1691 333 internal_value=0 2.88209e-05 -0.000304494 internal_weight=0 183.098 15.2283 internal_count=2219 1868 351 is_linear=0 shrinkage=0.000382862 Tree=2594 num_leaves=4 num_cat=0 split_feature=484 1212 49 split_gain=10.3994 8.88904 4.54396 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011528978865798047 -0.0029434682635656882 0.00032416114031187356 -0.0028385835230325803 leaf_weight=2.4876187480986109 6.2517187886405727 169.91082746349275 12.111291860695927 leaf_count=18 160 1708 333 internal_value=0 0.000207892 -0.00215783 internal_weight=0 176.163 14.5989 internal_count=2219 1868 351 is_linear=0 shrinkage=0.00269523 Tree=2595 num_leaves=4 num_cat=0 split_feature=484 1212 49 split_gain=10.2012 9.19927 4.66369 threshold=-0.0048499999999999993 -1.0000000180025095e-35 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017992701180656121 -0.00044358115978695951 4.8305247560464281e-05 -0.00041940863032307566 leaf_weight=2.5751689402386537 6.488979188958182 176.34731758339331 12.487977843964471 leaf_count=18 160 1708 333 internal_value=0 3.08034e-05 -0.000316849 internal_weight=0 182.836 15.0631 internal_count=2219 1868 351 is_linear=0 shrinkage=0.000406297 Tree=2596 num_leaves=3 num_cat=0 split_feature=133 1429 split_gain=10.5506 9.04246 threshold=-0.39935999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051887976212592148 -0.00043489636851304917 3.6619894541520389e-05 leaf_weight=5.6501218616031101 6.3903537043370298 192.28344369260594 leaf_count=122 119 2049 internal_value=0 2.14132e-05 internal_weight=0 198.674 internal_count=2290 2168 is_linear=0 shrinkage=0.00039052 Tree=2597 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=10.4464 8.29089 threshold=-0.39935999999999994 0.15915500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038397510916726948 0.00027748544118453417 -0.0028644849908287823 leaf_weight=5.4715598839102304 185.62637469498441 7.1155200588982543 leaf_count=122 1946 222 internal_value=0 0.00016122 internal_weight=0 192.742 internal_count=2290 2168 is_linear=0 shrinkage=0.0028602 Tree=2598 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=10.2483 9.93146 threshold=-0.39935999999999994 0.091615000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050429712116516374 -6.2076938229930752e-05 0.00010803737177526694 leaf_weight=5.6120801114011547 105.05876263824757 96.490766589529812 leaf_count=122 1407 761 internal_value=0 1.93669e-05 internal_weight=0 201.55 internal_count=2290 2168 is_linear=0 shrinkage=0.000382862 Tree=2599 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=10.1594 8.06239 threshold=-0.39935999999999994 0.15915500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0033277751279446408 0.00023588034117131174 -0.0024841055822667486 leaf_weight=5.3747111826669416 185.78028594644275 6.9924052166752508 leaf_count=122 1946 222 internal_value=0 0.000136983 internal_weight=0 192.773 internal_count=2290 2168 is_linear=0 shrinkage=0.00248997 Tree=2600 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=10.0903 11.316 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053316167495738294 -4.1162351049348699e-05 0.00025686461563433874 leaf_weight=5.5155836909543714 172.26395408192184 20.926764349918813 leaf_count=123 1949 188 internal_value=0 -8.85734e-06 internal_weight=0 193.191 internal_count=2260 2137 is_linear=0 shrinkage=0.000382862 Tree=2601 num_leaves=3 num_cat=0 split_feature=133 453 split_gain=9.95702 8.33482 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0040193569795330675 4.7675241607201456e-05 -0.0031222307565443768 leaf_weight=5.3586311846738672 179.92368885176256 7.0325549822300664 leaf_count=123 2082 55 internal_value=0 -7.18707e-05 internal_weight=0 186.956 internal_count=2260 2137 is_linear=0 shrinkage=0.0028602 Tree=2602 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=9.7214 9.89218 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.004253338099470279 -0.00031540042468809439 0.0019488911578798272 leaf_weight=5.2544925605179733 167.09437909501139 19.872160628437996 leaf_count=123 1949 188 internal_value=0 -7.45607e-05 internal_weight=0 186.967 internal_count=2260 2137 is_linear=0 shrinkage=0.00303526 Tree=2603 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=9.49108 9.52947 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0036925317484475867 -0.00026847771560810666 0.0016743811304844448 leaf_weight=5.1521111943293354 167.05718003504444 19.686906825751066 leaf_count=123 1949 188 internal_value=0 -6.35077e-05 internal_weight=0 186.744 internal_count=2260 2137 is_linear=0 shrinkage=0.00264238 Tree=2604 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=10.8162 11.6534 8.22347 threshold=0.089765000000000025 -0.076639999999999986 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012223388948542011 0.0017216880942482833 0.00071801954747622188 0.00018504117682557138 leaf_weight=54.474428788758814 24.331930492306128 24.778195519465953 90.199217571178451 leaf_count=969 180 256 860 internal_value=0 -0.000615662 0.000511732 internal_weight=0 79.2526 114.531 internal_count=2265 1225 1040 is_linear=0 shrinkage=0.00234636 Tree=2605 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=11.3868 11.5764 8.4743 threshold=0.089765000000000025 -0.076639999999999986 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018670472919576938 3.1388673011336275e-05 0.00010555957199867141 0.00027064289669291141 leaf_weight=56.054322651820257 94.547062039840966 25.722119870595634 24.185001005651429 leaf_count=969 884 256 156 internal_value=0 -9.47722e-05 8.0159e-05 internal_weight=0 81.7764 118.732 internal_count=2265 1225 1040 is_linear=0 shrinkage=0.00036078 Tree=2606 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=10.9737 11.8194 8.3103 threshold=0.089765000000000025 -0.076639999999999986 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020696241849727719 3.2179438271123845e-05 0.00011889669987755592 0.00029465194319389158 leaf_weight=56.034279118292034 94.453938733553514 25.77098000748083 23.986547325039282 leaf_count=969 884 256 156 internal_value=0 -0.000104304 8.53742e-05 internal_weight=0 81.8053 118.44 internal_count=2265 1225 1040 is_linear=0 shrinkage=0.00039833 Tree=2607 num_leaves=4 num_cat=0 split_feature=2 9 484 split_gain=10.4066 10.7475 7.09578 threshold=0.08826500000000001 -0.036024999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028322799836852084 -0.0012765543402284652 -0.00093683461205025043 0.0006834662736102385 leaf_weight=4.8142400542274109 12.21866399492137 67.171239153714851 109.54082854650915 leaf_count=62 196 1048 959 internal_value=0 -0.00068408 0.000486607 internal_weight=0 71.9855 121.759 internal_count=2265 1110 1155 is_linear=0 shrinkage=0.00244115 Tree=2608 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=11.0379 11.8005 10.4271 threshold=0.079705000000000012 0.13052500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024449221258053983 -0.00014828526912452329 0.00040298130740045254 -2.2440549434261951e-05 leaf_weight=30.64015150628984 91.750345720676705 5.7996422201395026 62.944045290350914 leaf_count=230 1604 42 394 internal_value=0 -0.000115438 6.49872e-05 internal_weight=0 97.55 93.5842 internal_count=2270 1646 624 is_linear=0 shrinkage=0.000375355 Tree=2609 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=8.91472 12.1905 10.3823 threshold=0.079705000000000012 0.28251000000000009 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017144356005546102 -0.0010890818154856304 0.002241417708699546 -0.00022692972699534322 leaf_weight=29.614712825510651 85.485842921538278 8.7879035547375661 61.613675375469029 leaf_count=230 1598 48 394 internal_value=0 -0.000778232 0.000403506 internal_weight=0 94.2737 91.2284 internal_count=2270 1646 624 is_linear=0 shrinkage=0.00269523 Tree=2610 num_leaves=4 num_cat=0 split_feature=12 4 47 split_gain=8.59184 12.2526 9.81571 threshold=0.084225000000000008 0.28251000000000009 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073602433813305275 -0.0010657479874319703 0.0020526367223199058 -0.0011750259035402965 leaf_weight=77.24966292292811 77.630820103920996 8.6680227201431972 21.227003926411271 leaf_count=626 1457 48 139 internal_value=0 -0.000752147 0.000323943 internal_weight=0 86.2988 98.4767 internal_count=2270 1505 765 is_linear=0 shrinkage=0.00248997 Tree=2611 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=10.1027 12.8175 12.0677 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011315832621812627 0.00020009737052853894 0.00050355312000840838 -0.00015409574104123996 leaf_weight=120.41837626125198 45.184506522957236 4.9243600144982329 19.339758669026196 leaf_count=1737 384 16 133 internal_value=0 -8.88565e-05 9.39214e-05 internal_weight=0 125.343 64.5243 internal_count=2270 1753 517 is_linear=0 shrinkage=0.000375355 Tree=2612 num_leaves=4 num_cat=0 split_feature=1456 52 12 split_gain=10.8418 9.021 0.0213221 threshold=-1.0000000180025095e-35 -0.53299999999999992 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050864374437758141 -0.00044054304083539279 4.1678570082961648e-05 -0.00043970491064259802 leaf_weight=2.1929912846535435 6.342637554742395 189.6986684333533 5.3161535639083013 leaf_count=29 140 1938 174 internal_value=0 2.60356e-05 -0.000461077 internal_weight=0 196.041 7.50914 internal_count=2281 2078 203 is_linear=0 shrinkage=0.00039833 Tree=2613 num_leaves=4 num_cat=0 split_feature=1456 453 12 split_gain=10.3564 8.96091 0.0177856 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005261335910407795 4.4163432758404792e-05 -0.0004167629012322654 -0.00045627815568919928 leaf_weight=2.141365408897399 185.20986487634946 7.519753652624785 5.0929844757774845 leaf_count=29 2021 57 174 internal_value=0 2.61399e-05 -0.000478286 internal_weight=0 192.73 7.23435 internal_count=2281 2078 203 is_linear=0 shrinkage=0.000414422 Tree=2614 num_leaves=4 num_cat=0 split_feature=1456 453 12 split_gain=10.4893 9.01927 0.0176606 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048607382675986365 4.0208851411233933e-05 -0.00038640642172709145 -0.00042203377802158329 leaf_weight=2.1686171274632207 185.81280932517257 7.5406095115467897 5.1716632540337741 leaf_count=29 2021 57 174 internal_value=0 2.35347e-05 -0.000442166 internal_weight=0 193.353 7.34028 internal_count=2281 2078 203 is_linear=0 shrinkage=0.000382862 Tree=2615 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=10.4544 9.42512 0.0202496 threshold=-1.0000000180025095e-35 0.075120000000000006 0.079335000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004862566415556135 3.9233206410410291e-05 -0.00042593488162470151 -0.00042031826374606403 leaf_weight=2.1544374469667664 190.59124470711686 6.5871195080690077 5.1938903133850545 leaf_count=29 1905 173 174 internal_value=0 2.36536e-05 -0.000440861 internal_weight=0 197.178 7.34833 internal_count=2281 2078 203 is_linear=0 shrinkage=0.000382862 Tree=2616 num_leaves=4 num_cat=0 split_feature=480 16 13 split_gain=9.5101 9.91386 0.659737 threshold=0.084710000000000021 0.25694000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1664666981678856e-05 -0.00029337666736559966 -0.00020677176143214695 -0.00052147893343165502 leaf_weight=171.35474425065331 3.7292201239615679 19.978805934078991 3.1204786521848282 leaf_count=1805 128 269 35 internal_value=0 3.3617e-05 -0.000398453 internal_weight=0 191.334 6.8497 internal_count=2237 2074 163 is_linear=0 shrinkage=0.00036078 Tree=2617 num_leaves=4 num_cat=0 split_feature=16 43 13 split_gain=9.56455 9.23357 9.19427 threshold=0.25155500000000003 -0.27337499999999998 0.10528000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033792854817765001 -0.00035684770289000681 6.7288479457988296e-05 0.00022595586195026598 leaf_weight=8.6342926844954473 16.777268357807774 173.86382691969629 5.1806818563491097 leaf_count=86 263 1861 27 internal_value=0 4.80836e-05 -0.000219266 internal_weight=0 182.498 21.958 internal_count=2237 1947 290 is_linear=0 shrinkage=0.000382862 Tree=2618 num_leaves=4 num_cat=0 split_feature=480 16 50 split_gain=9.36602 9.80651 0.601796 threshold=0.084710000000000021 0.25694000000000006 0.096010000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047880372283591046 -0.0020669461379181422 -0.0015779328267527171 -0.0037690850709782803 leaf_weight=166.91812920081429 2.8149768442381164 19.556345455348492 3.8239670462207869 leaf_count=1805 96 269 67 internal_value=0 0.000262966 -0.00305536 internal_weight=0 186.474 6.63894 internal_count=2237 2074 163 is_linear=0 shrinkage=0.00274913 Tree=2619 num_leaves=4 num_cat=0 split_feature=480 16 13 split_gain=9.67285 10.0317 0.699897 threshold=0.084710000000000021 0.25694000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4461349500140409e-05 -0.0003029393591767921 -0.00021334441319017448 -0.0005448612155778029 leaf_weight=174.16740763385314 3.8216405719285831 20.446827036794275 3.1639904046896836 leaf_count=1805 128 269 35 internal_value=0 3.52561e-05 -0.000413699 internal_weight=0 194.614 6.98563 internal_count=2237 2074 163 is_linear=0 shrinkage=0.000375355 Tree=2620 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=14.847 15.9806 12.1276 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016741210115414667 -0.00031788932543977915 -0.00022973541252961426 0.00011690230224785652 leaf_weight=19.333846988622099 9.7432144507765752 54.412693439167924 122.02194058499299 leaf_count=152 90 950 1085 internal_value=0 -0.0001256 8.47108e-05 internal_weight=0 73.7465 131.765 internal_count=2277 1102 1175 is_linear=0 shrinkage=0.000375355 Tree=2621 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=14.9822 15.6023 11.8229 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017108873122651514 -0.00032480062068712819 -0.0002387589937562549 0.00012204210863710433 leaf_weight=19.166827085893601 9.7375834900885803 54.14254261541646 121.40467632189393 leaf_count=152 90 950 1085 internal_value=0 -0.000131587 8.88207e-05 internal_weight=0 73.3094 131.142 internal_count=2277 1102 1175 is_linear=0 shrinkage=0.00039052 Tree=2622 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=14.508 14.0616 11.6716 threshold=0.08826500000000001 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014738084335477054 -0.0029952482278575655 -0.0021306032953075571 0.0011191575565037172 leaf_weight=18.493927060626447 9.3994295280426723 52.541305251186714 117.68059101328254 leaf_count=152 90 950 1085 internal_value=0 -0.00119206 0.000814433 internal_weight=0 71.0352 127.08 internal_count=2277 1102 1175 is_linear=0 shrinkage=0.0035563 Tree=2623 num_leaves=4 num_cat=0 split_feature=457 403 15 split_gain=7.59694 11.258 5.22907 threshold=0.080930000000000016 0.03138500000000001 -0.0091749999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048924506249934242 0.00051349921342906462 0.0019693424009917682 0.0031096270197482675 leaf_weight=145.02669860608876 20.453421839047223 20.338416018523276 11.674374847672878 leaf_count=1823 146 263 45 internal_value=0 -0.000186669 0.00145815 internal_weight=0 165.365 32.1278 internal_count=2277 2086 191 is_linear=0 shrinkage=0.00309597 Tree=2624 num_leaves=4 num_cat=0 split_feature=15 3 16 split_gain=8.85841 9.05495 4.72831 threshold=0.091545000000000015 -0.10075499999999998 -0.35011499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016547174000872767 0.0007537687949229991 2.4876313297857133e-05 -0.0026593026921460212 leaf_weight=45.687230168143287 5.5219850195571807 132.64558426034637 15.068559051491318 leaf_count=277 32 1641 335 internal_value=0 0.000442559 -0.00174413 internal_weight=0 178.333 20.5905 internal_count=2285 1918 367 is_linear=0 shrinkage=0.00315789 Tree=2625 num_leaves=4 num_cat=0 split_feature=15 3 49 split_gain=8.50208 8.68057 4.39032 threshold=0.091545000000000015 -0.10075499999999998 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014398671249128338 6.5271434931118863e-05 2.1593868018674917e-05 -0.0025833307393684358 leaf_weight=45.578396340599284 8.2066251188516617 132.64687158772722 12.268889598315582 leaf_count=277 38 1641 329 internal_value=0 0.000384411 -0.00152269 internal_weight=0 178.225 20.4755 internal_count=2285 1918 367 is_linear=0 shrinkage=0.00280412 Tree=2626 num_leaves=4 num_cat=0 split_feature=15 3 16 split_gain=8.17893 8.321 4.58937 threshold=0.091545000000000015 -0.10075499999999998 -0.35011499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016530915482792052 0.00079643906233867895 2.4733028912992567e-05 -0.0027127965196195461 leaf_weight=45.4725671261549 5.5138127701357034 132.64813103701454 14.784007946727796 leaf_count=277 32 1641 335 internal_value=0 0.000440571 -0.00175968 internal_weight=0 178.121 20.2978 internal_count=2285 1918 367 is_linear=0 shrinkage=0.00328547 Tree=2627 num_leaves=4 num_cat=0 split_feature=15 3 49 split_gain=8.00877 7.88509 4.70999 threshold=0.091545000000000015 -0.10075499999999998 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018089640204902517 1.9382290960606999e-05 1.6998528222015208e-06 -0.000343683450989307 leaf_weight=46.243419017642736 8.4028389696031809 137.19697952375282 12.531366901705042 leaf_count=277 38 1641 329 internal_value=0 4.68876e-05 -0.000198067 internal_weight=0 183.44 20.9342 internal_count=2285 1918 367 is_linear=0 shrinkage=0.000375355 Tree=2628 num_leaves=4 num_cat=0 split_feature=160 1 16 split_gain=9.57778 8.71025 0.0997913 threshold=-0.40446999999999994 0.10098000000000001 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037400958406491086 -0.00021954809745593334 0.0011293199064509973 -0.0029376921311342432 leaf_weight=3.3549535197671503 121.12048197351396 65.195488923694938 3.420325649669393 leaf_count=74 1550 538 101 internal_value=0 0.000252514 -0.00334442 internal_weight=0 186.316 6.77528 internal_count=2263 2088 175 is_linear=0 shrinkage=0.00297575 Tree=2629 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=12.4699 14.1151 8.01416 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1235459502726115e-05 0.00024327443841239569 0.00052614632498933103 -6.2054171575872744e-05 leaf_weight=125.30388948367909 50.909969254862517 6.6812280192971221 20.782256808597594 leaf_count=1688 416 19 140 internal_value=0 -5.99114e-05 0.000154772 internal_weight=0 131.985 71.6922 internal_count=2263 1707 556 is_linear=0 shrinkage=0.000414422 Tree=2630 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=8.73773 8.17932 threshold=0.08598500000000002 -0.23051499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.002885552433107598 0.0020639404726167879 6.5532028080542607e-05 leaf_weight=9.1138625703752023 19.264621499925852 164.50114477914758 leaf_count=52 113 2098 internal_value=0 -8.96844e-05 internal_weight=0 173.615 internal_count=2263 2150 is_linear=0 shrinkage=0.00303526 Tree=2631 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=10.7796 12.8422 7.64124 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8347692162844198e-05 0.00021699378456596516 0.00047074511726681015 -6.0111293463853479e-05 leaf_weight=123.79215179104358 49.524179702624679 6.556206949055194 20.663711579050869 leaf_count=1688 416 19 140 internal_value=0 -5.06648e-05 0.000135418 internal_weight=0 130.348 70.1879 internal_count=2263 1707 556 is_linear=0 shrinkage=0.000382862 Tree=2632 num_leaves=4 num_cat=0 split_feature=42 132 156 split_gain=7.90947 11.3814 8.49205 threshold=-1.0000000180025095e-35 0.081465000000000024 0.091255000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031352079041971641 6.6321164409305442e-05 0.00023080520313284301 -0.00026397831491790073 leaf_weight=24.223935143672861 148.80627379287034 8.1262041898444277 13.44933784403838 leaf_count=504 1445 118 173 internal_value=0 -0.000176733 3.89149e-05 internal_weight=0 32.3501 162.256 internal_count=2240 622 1618 is_linear=0 shrinkage=0.00039833 Tree=2633 num_leaves=4 num_cat=0 split_feature=1 51 47 split_gain=8.90499 10.6292 6.58095 threshold=0.10384000000000002 -0.10593999999999999 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051882006524526744 0.00021403490744230865 -2.7420109010593438e-05 -8.3739646715129019e-05 leaf_weight=8.0280361846089345 45.914784991648048 124.90842932555825 17.630686243064702 leaf_count=151 378 1593 118 internal_value=0 -5.7166e-05 0.000131417 internal_weight=0 132.936 63.5455 internal_count=2240 1744 496 is_linear=0 shrinkage=0.000414422 Tree=2634 num_leaves=4 num_cat=0 split_feature=42 132 156 split_gain=7.51769 11.3819 8.51182 threshold=-1.0000000180025095e-35 0.081465000000000024 0.091255000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018862680440350922 0.00040277285224883837 0.0014453173999443211 -0.0016197566668833118 leaf_weight=23.344719011685815 144.99950448388699 7.8302850034087887 12.96696872753091 leaf_count=504 1445 118 173 internal_value=0 -0.00104909 0.000236574 internal_weight=0 31.175 157.966 internal_count=2240 622 1618 is_linear=0 shrinkage=0.00239329 Tree=2635 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=7.94073 9.70732 8.64246 threshold=0.10098000000000001 -0.083954999999999988 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010622352712900039 0.00018842832302405841 -0.00012094366695781056 -0.00010924587981630991 leaf_weight=37.783946233568713 49.401561947073787 88.653955905581824 19.019777794368565 leaf_count=375 417 1316 132 internal_value=0 -5.30526e-05 0.000105673 internal_weight=0 126.438 68.4213 internal_count=2240 1691 549 is_linear=0 shrinkage=0.000375355 Tree=2636 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=8.28451 16.2665 9.68905 threshold=1.0000000180025095e-35 0.0062950000000000011 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024244612125305366 3.1554595548686229e-05 0.00013712673005556098 0.00043301046544557651 leaf_weight=41.305905061075464 129.42467963253148 24.252217258792371 8.6689715026877803 leaf_count=885 1024 262 85 internal_value=0 -0.00010203 5.68128e-05 internal_weight=0 65.5581 138.094 internal_count=2256 1147 1109 is_linear=0 shrinkage=0.000367995 Tree=2637 num_leaves=4 num_cat=0 split_feature=42 1 483 split_gain=7.52235 9.89884 8.48421 threshold=0.10273000000000002 0.12180500000000001 0.086625000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004095737352504535 -0.0032941871775845431 0.0017537306871142099 -0.0024103076419888059 leaf_weight=167.90931655070744 12.424676997819917 5.0097417272627345 10.421998862759208 leaf_count=1798 205 47 206 internal_value=0 -0.00184335 0.000244534 internal_weight=0 17.4344 178.331 internal_count=2256 252 2004 is_linear=0 shrinkage=0.00303526 Tree=2638 num_leaves=4 num_cat=0 split_feature=155 42 15 split_gain=7.46495 8.5628 0.40279 threshold=0.088610000000000008 0.10273000000000002 -0.031659999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037504409486344788 -0.0023820257581100286 -0.001933913497448831 -0.0039869720892372366 leaf_weight=172.34314590576105 2.9252072388771921 16.885847559897229 3.3765356894582501 leaf_count=1867 80 243 66 internal_value=0 0.00016883 -0.00325142 internal_weight=0 189.229 6.30174 internal_count=2256 2110 146 is_linear=0 shrinkage=0.00309597 Tree=2639 num_leaves=4 num_cat=0 split_feature=155 42 15 split_gain=7.24514 8.19984 0.40828 threshold=0.088610000000000008 0.10273000000000002 -0.031659999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003523856494044023 -0.0022619562203021453 -0.0018219124052225987 -0.0038258376728987375 leaf_weight=172.34828283684328 2.8950311087537557 16.842367881909013 3.3070658086799076 leaf_count=1867 80 243 66 internal_value=0 0.000158658 -0.00310503 internal_weight=0 189.191 6.2021 internal_count=2256 2110 146 is_linear=0 shrinkage=0.00297575 Tree=2640 num_leaves=4 num_cat=0 split_feature=1447 156 50 split_gain=10.2164 8.45158 0.877775 threshold=-1.0000000180025095e-35 0.091255000000000017 0.096900000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017722942635812679 0.00034750334210905569 -0.0016867221940758093 -0.003333063365657596 leaf_weight=4.8600472719408554 172.94924716756213 13.073473844444377 3.9722661927808076 leaf_count=161 1864 180 63 internal_value=0 0.000204382 -0.00247991 internal_weight=0 186.023 8.83231 internal_count=2268 2044 224 is_linear=0 shrinkage=0.00244115 Tree=2641 num_leaves=4 num_cat=0 split_feature=1447 156 484 split_gain=9.87503 8.09933 0.900006 threshold=-1.0000000180025095e-35 0.091255000000000017 -0.078494999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016576768367320316 0.00043080892578493935 -0.0020990676226833134 -0.0038004013535605395 leaf_weight=2.8195338246878237 172.95935900264885 13.025337811559437 5.9055176503024978 leaf_count=81 1864 180 143 internal_value=0 0.000253433 -0.0031131 internal_weight=0 185.985 8.72505 internal_count=2268 2044 224 is_linear=0 shrinkage=0.00309597 Tree=2642 num_leaves=4 num_cat=0 split_feature=1447 1213 484 split_gain=9.77757 8.00615 0.968011 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.078494999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020814176192324049 -0.00027375313304381149 5.2298563854289505e-05 -0.00049323478583670197 leaf_weight=2.9538395234849304 13.334596316795794 180.10990913421847 6.1274748491123301 leaf_count=81 331 1713 143 internal_value=0 2.97982e-05 -0.000401135 internal_weight=0 193.445 9.08131 internal_count=2268 2044 224 is_linear=0 shrinkage=0.000406297 Tree=2643 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=9.92149 8.87635 threshold=-1.0000000180025095e-35 -0.53299999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046646229459315185 -0.00045706197775404248 4.5911841633490671e-05 leaf_weight=7.1410303607117376 6.2024536468088618 191.7935624376405 leaf_count=204 125 1939 internal_value=0 3.01131e-05 internal_weight=0 197.996 internal_count=2268 2064 is_linear=0 shrinkage=0.000414422 Tree=2644 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=9.09258 9.87218 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049287587073903907 -0.00018989071136631922 3.8218800505594861e-05 leaf_weight=5.6436731128487727 33.526483281864785 162.65579354506917 leaf_count=114 622 1551 internal_value=0 -7.78556e-07 internal_weight=0 196.182 internal_count=2287 2173 is_linear=0 shrinkage=0.000382862 Tree=2645 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=9.17393 9.99382 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053282399070169937 -0.00020853923083531285 3.8657213477961768e-05 leaf_weight=5.7785189379937938 33.911024624248967 163.13985919998959 leaf_count=114 622 1551 internal_value=0 -3.89958e-06 internal_weight=0 197.051 internal_count=2287 2173 is_linear=0 shrinkage=0.000414422 Tree=2646 num_leaves=4 num_cat=0 split_feature=42 124 132 split_gain=7.8074 6.58035 5.76075 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.087955000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016394474394155112 0.0017568727571090443 -3.7958908183515524e-05 0.0012776057156861258 leaf_weight=27.323342831106856 13.242557207588105 148.25175653689075 4.7181470184586933 leaf_count=516 145 1518 108 internal_value=0 0.000109408 -0.0012094 internal_weight=0 161.494 32.0415 internal_count=2287 1663 624 is_linear=0 shrinkage=0.00244115 Tree=2647 num_leaves=4 num_cat=0 split_feature=42 124 132 split_gain=7.49748 6.37721 5.56936 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002256044051873126 0.0022965423138356822 -4.8963974169229813e-05 0.0010600211149564566 leaf_weight=25.271479817572985 13.069516795221714 148.24803506187163 6.6206319197081021 leaf_count=505 145 1518 119 internal_value=0 0.000141312 -0.00156742 internal_weight=0 161.318 31.8921 internal_count=2287 1663 624 is_linear=0 shrinkage=0.00322105 Tree=2648 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=11.127 7.16149 threshold=0.15015500000000001 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051392220024248025 0.0025707130097216615 0.00070178225213220961 leaf_weight=118.4617864091415 13.648895354010163 59.552897333633155 leaf_count=1665 127 444 internal_value=0 -0.00010719 internal_weight=0 178.015 internal_count=2236 2109 is_linear=0 shrinkage=0.0028602 Tree=2649 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=11.9427 8.55371 threshold=0.15015500000000001 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.7860588948030661e-05 0.00036198979715195226 0.00010439325306206538 leaf_weight=121.71833533467725 14.222154865041373 61.48173439130187 leaf_count=1665 127 444 internal_value=0 -1.66919e-05 internal_weight=0 183.2 internal_count=2236 2109 is_linear=0 shrinkage=0.00039833 Tree=2650 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=11.9144 8.00338 threshold=0.15015500000000001 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.5542332478112969e-05 0.00035418109106029799 9.7553400703109209e-05 leaf_weight=121.83058561943471 14.137741692829875 61.17692929925397 leaf_count=1665 127 444 internal_value=0 -1.76746e-05 internal_weight=0 183.008 internal_count=2236 2109 is_linear=0 shrinkage=0.00039052 Tree=2651 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=12.032 8.64574 threshold=0.15015500000000001 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.656555340804302e-05 0.00034683536745664935 9.8988610462200899e-05 leaf_weight=122.90665897680447 14.268813746981321 61.773061581421643 leaf_count=1665 127 444 internal_value=0 -1.78407e-05 internal_weight=0 184.68 internal_count=2236 2109 is_linear=0 shrinkage=0.000382862 Tree=2652 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=10.8731 11.9408 7.18075 threshold=0.10098000000000001 -0.11372999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015040771304595624 4.6117593371566528e-05 -0.00014492655772415676 0.00035138371337523061 leaf_weight=29.039684885879979 53.081177409738302 101.67010375333484 16.713416348211467 leaf_count=153 372 1561 185 internal_value=0 -7.93e-05 0.000119294 internal_weight=0 130.71 69.7946 internal_count=2271 1714 557 is_linear=0 shrinkage=0.000406297 Tree=2653 num_leaves=4 num_cat=0 split_feature=1 158 12 split_gain=10.8562 11.2005 7.24928 threshold=0.10098000000000001 0.084765000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5231389038059825e-05 0.00034961236878542333 -0.00050469157754040356 4.2299291493010484e-05 leaf_weight=119.58029063756112 18.763565526809543 10.278241047170011 50.867894415743649 leaf_count=1536 211 178 346 internal_value=0 -8.16663e-05 0.000125184 internal_weight=0 129.859 69.6315 internal_count=2271 1714 557 is_linear=0 shrinkage=0.000422711 Tree=2654 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=10.669 11.5626 7.22272 threshold=0.10098000000000001 -0.11372999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013175300622389493 0.00029784116362506551 -0.00012776766130438526 3.5075772411585144e-05 leaf_weight=28.754292309982702 18.611363224685192 100.0400605892064 50.61146249435842 leaf_count=153 211 1561 346 internal_value=0 -6.98168e-05 0.000105786 internal_weight=0 128.794 69.2228 internal_count=2271 1714 557 is_linear=0 shrinkage=0.00036078 Tree=2655 num_leaves=4 num_cat=0 split_feature=1456 1 43 split_gain=9.71906 8.7169 0.00357475 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029077983704224233 -0.00078745099659556853 0.00046189525233072872 -0.0032385048793069997 leaf_weight=4.2418812566902488 60.11510128795635 124.66548321535811 3.3087098463438442 leaf_count=162 1033 1023 53 internal_value=0 5.54031e-05 -0.00306052 internal_weight=0 184.781 7.55059 internal_count=2271 2056 215 is_linear=0 shrinkage=0.00269523 Tree=2656 num_leaves=4 num_cat=0 split_feature=403 484 124 split_gain=9.0117 12.2425 9.84669 threshold=-1.0000000180025095e-35 0.076210000000000014 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003778556724736291 0.0003188280133391539 0.00032183806113779146 1.9789245071979132e-05 leaf_weight=17.142403312842365 19.569690707605332 5.1449171929853028 161.64368593320251 leaf_count=508 180 36 1551 internal_value=0 -0.000216198 5.21134e-05 internal_weight=0 22.2873 181.213 internal_count=2275 544 1731 is_linear=0 shrinkage=0.00039833 Tree=2657 num_leaves=4 num_cat=0 split_feature=402 124 2 split_gain=7.96436 10.4816 4.95277 threshold=0.086350000000000024 -0.043384999999999993 0.097940000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026505570162969525 -0.0034428014014816835 0.00011046334274316043 0.00095872448708516484 leaf_weight=17.933902380522341 9.1879750346997735 165.95059389329981 3.5158344255760303 leaf_count=177 201 1850 47 internal_value=0 0.000358443 -0.00222505 internal_weight=0 183.884 12.7038 internal_count=2275 2027 248 is_linear=0 shrinkage=0.00315789 Tree=2658 num_leaves=4 num_cat=0 split_feature=403 484 124 split_gain=8.00952 12.1573 8.44113 threshold=-1.0000000180025095e-35 0.076210000000000014 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031735901854185529 0.002598618478782649 0.0027915814408927169 0.00018379595601671265 leaf_weight=16.063733808114197 18.115594510454684 5.0228871752042314 156.99524088448379 leaf_count=508 180 36 1551 internal_value=0 -0.00175143 0.000433871 internal_weight=0 21.0866 175.111 internal_count=2275 544 1731 is_linear=0 shrinkage=0.00335118 Tree=2659 num_leaves=4 num_cat=0 split_feature=403 484 124 split_gain=8.56148 11.9326 9.43361 threshold=-1.0000000180025095e-35 0.076210000000000014 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036886058757512071 0.00030769834819968981 0.00031113059740274496 1.7485525179969923e-05 leaf_weight=16.823685251758437 19.078976082615554 5.1196655831299713 161.81494718545582 leaf_count=508 180 36 1551 internal_value=0 -0.000210077 4.81237e-05 internal_weight=0 21.9434 180.894 internal_count=2275 544 1731 is_linear=0 shrinkage=0.00039052 Tree=2660 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=10.1476 10.0099 threshold=-0.08070999999999999 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0034891984967879855 0.00022034563036147647 -0.0034344137019029237 leaf_weight=5.8563860394060603 178.51844006113242 5.5959214917384079 leaf_count=43 2165 69 internal_value=0 0.000108919 internal_weight=0 184.114 internal_count=2277 2234 is_linear=0 shrinkage=0.00269523 Tree=2661 num_leaves=4 num_cat=0 split_feature=4 151 0 split_gain=8.43707 13.5187 13.4485 threshold=0.15891500000000003 -0.086944999999999981 -0.11692999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024357810999446868 -8.2600473617707527e-05 -9.4971878354541562e-05 0.00034375780221800544 leaf_weight=21.852857770398259 21.81303933262825 129.62569089012686 25.380905290134251 leaf_count=152 146 1772 207 internal_value=0 -4.61069e-05 0.000146741 internal_weight=0 151.479 47.1939 internal_count=2277 1924 353 is_linear=0 shrinkage=0.00039833 Tree=2662 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=9.69238 9.47403 threshold=-0.08070999999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0043236008788987944 -0.00018991324616319415 0.001984449744227069 leaf_weight=5.8596528451889744 156.71026748162694 27.506469056941569 leaf_count=43 2067 167 internal_value=0 0.000134925 internal_weight=0 184.217 internal_count=2277 2234 is_linear=0 shrinkage=0.0034182 Tree=2663 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=9.10521 9.43842 threshold=-0.08070999999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050444179004509478 -2.3934249630359367e-05 0.00023640417789078582 leaf_weight=5.9686818197369567 161.55145384173375 28.053725270088762 leaf_count=43 2067 167 internal_value=0 1.4605e-05 internal_weight=0 189.605 internal_count=2277 2234 is_linear=0 shrinkage=0.000414422 Tree=2664 num_leaves=4 num_cat=0 split_feature=1 158 12 split_gain=10.6978 11.9592 6.50834 threshold=0.099325000000000011 0.077000000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8120967353917415e-05 0.00026522358644932799 -0.00043760136587526593 2.7500931188324001e-05 leaf_weight=114.50227693840861 18.237475271802396 10.317577888141384 57.383208769373596 leaf_count=1498 214 182 383 internal_value=0 -8.03773e-05 8.48851e-05 internal_weight=0 124.82 75.6207 internal_count=2277 1680 597 is_linear=0 shrinkage=0.00034677 Tree=2665 num_leaves=4 num_cat=0 split_feature=1 158 0 split_gain=9.0633 12.0564 6.33464 threshold=0.099325000000000011 0.077000000000000013 -0.23129999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036428841015559953 -0.0018411318005921219 -0.0037620884302718397 0.00098415419491305455 leaf_weight=111.57707114994992 7.858195148408412 10.064565750886684 65.203709748573601 leaf_count=1498 40 182 557 internal_value=0 -0.000645967 0.000679878 internal_weight=0 121.642 73.0619 internal_count=2277 1680 597 is_linear=0 shrinkage=0.00297575 Tree=2666 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=7.50458 7.94696 threshold=-0.5138299999999999 -0.061994999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038121550074905158 -0.00046792719100074737 0.0011652888773589041 leaf_weight=6.6243615115527055 138.68591797561385 48.995730928145349 leaf_count=156 1791 330 internal_value=0 -4.14885e-05 internal_weight=0 187.682 internal_count=2277 2121 is_linear=0 shrinkage=0.00348657 Tree=2667 num_leaves=4 num_cat=0 split_feature=1 158 0 split_gain=8.7067 11.8187 6.02699 threshold=0.099325000000000011 0.077000000000000013 -0.23129999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037574811600028237 -0.0018874305303101606 -0.0039785273835724012 0.0010287979260151265 leaf_weight=111.32689454220235 7.9124942421913138 9.8679734807228652 64.930196412838995 leaf_count=1498 40 182 557 internal_value=0 -0.000669675 0.000711613 internal_weight=0 121.195 72.8427 internal_count=2277 1680 597 is_linear=0 shrinkage=0.00315789 Tree=2668 num_leaves=4 num_cat=0 split_feature=52 401 13 split_gain=9.6722 9.07088 0.527588 threshold=-0.42890999999999996 0.083100000000000021 -0.079619999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019458729078741671 0.00041763588911347167 -0.0028460524455312633 -0.0037380474519605809 leaf_weight=2.6290506991790608 171.28297431091778 10.110249774064867 6.7961303989868593 leaf_count=57 1835 211 158 internal_value=0 0.000235448 -0.00324308 internal_weight=0 181.393 9.42518 internal_count=2261 2046 215 is_linear=0 shrinkage=0.00335118 Tree=2669 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=9.99295 10.2731 0.554671 threshold=-0.42890999999999996 0.10098000000000001 -0.079769999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000228947441997489 -4.028910292976033e-05 0.00015632619449998473 -0.00044417698569444947 leaf_weight=2.6858343963976949 124.08385405538138 63.844497258309275 7.1117887762375158 leaf_count=56 1550 496 159 internal_value=0 2.65157e-05 -0.000385736 internal_weight=0 187.928 9.79762 internal_count=2261 2046 215 is_linear=0 shrinkage=0.00039833 Tree=2670 num_leaves=4 num_cat=0 split_feature=52 1 155 split_gain=10.502 10.0963 0.558462 threshold=-0.42890999999999996 0.10098000000000001 0.11854500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044289355583923589 -3.7738658009071245e-05 0.0001522423238677246 -0.00024406095100644608 leaf_weight=6.9245632553938758 125.36739291797858 64.64194816024974 3.252614778932184 leaf_count=157 1550 496 58 internal_value=0 2.69024e-05 -0.000379923 internal_weight=0 190.009 10.1772 internal_count=2261 2046 215 is_linear=0 shrinkage=0.00039052 Tree=2671 num_leaves=4 num_cat=0 split_feature=52 403 155 split_gain=10.065 9.47816 0.550322 threshold=-0.42890999999999996 -0.092224999999999988 0.11854500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044992528702881369 -0.00038010292512409354 4.5270161478219012e-05 -0.00024446239369385592 leaf_weight=6.7877025951165688 8.691715525928883 181.24265059141908 3.0931569971144199 leaf_count=157 262 1784 58 internal_value=0 2.57681e-05 -0.000386202 internal_weight=0 189.934 9.88086 internal_count=2261 2046 215 is_linear=0 shrinkage=0.00039833 Tree=2672 num_leaves=4 num_cat=0 split_feature=1456 4 13 split_gain=8.57802 9.62179 0.633573 threshold=1.0000000180025095e-35 0.28251000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0653953755642663e-05 -0.00029048447104779726 0.00022542339380030867 -0.00052328635584955824 leaf_weight=166.55390915332828 3.4856980569893494 28.338930604979396 3.8680690466426304 leaf_count=1834 166 248 46 internal_value=0 1.51462e-05 -0.000413976 internal_weight=0 194.893 7.35377 internal_count=2294 2082 212 is_linear=0 shrinkage=0.00039052 Tree=2673 num_leaves=4 num_cat=0 split_feature=1456 1374 160 split_gain=8.35599 8.58541 0.7197 threshold=1.0000000180025095e-35 0.087855000000000016 -0.088854999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023846541324977147 -0.0015879221296115071 -0.0031615563724206657 -0.0036919873199076029 leaf_weight=181.56934949522838 1.9587538198102263 6.5299719851464024 5.0830171749694264 leaf_count=2030 67 52 145 internal_value=0 0.000120123 -0.00311259 internal_weight=0 188.099 7.04177 internal_count=2294 2082 212 is_linear=0 shrinkage=0.0029174 Tree=2674 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=8.10738 8.36294 0.723906 threshold=1.0000000180025095e-35 0.28251000000000009 -0.088854999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014381439171872316 -0.0016561515205499476 0.0017119845968287856 -0.003904949767712117 leaf_weight=160.90632250008639 1.9487567770993335 27.191610253881663 4.986722439643926 leaf_count=1834 67 248 145 internal_value=0 0.000124608 -0.00327936 internal_weight=0 188.098 6.93548 internal_count=2294 2082 212 is_linear=0 shrinkage=0.00309597 Tree=2675 num_leaves=4 num_cat=0 split_feature=1456 1374 160 split_gain=7.86637 8.24982 0.751299 threshold=1.0000000180025095e-35 0.087855000000000016 -0.089199999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025500210030317933 -0.0016194187679322439 -0.003430741944991171 -0.0040411238506563403 leaf_weight=181.31580866884906 1.862848349031992 6.5084298849105826 4.9683894386980674 leaf_count=2030 66 52 146 internal_value=0 0.000126949 -0.00338709 internal_weight=0 187.824 6.83124 internal_count=2294 2082 212 is_linear=0 shrinkage=0.00322105 Tree=2676 num_leaves=4 num_cat=0 split_feature=1 131 47 split_gain=6.89409 11.1948 4.46312 threshold=0.10384000000000002 0.087580000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1614742389652121e-05 0.0016463160153863527 -0.0033744145763906662 -0.00027750829115923955 leaf_weight=123.98941096826456 43.13539667497389 10.089450061088426 16.664120819419622 leaf_count=1525 395 221 107 internal_value=0 -0.000178895 0.00111029 internal_weight=0 134.079 59.7995 internal_count=2248 1746 502 is_linear=0 shrinkage=0.00315789 Tree=2677 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=6.73677 9.28627 threshold=0.15238000000000004 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040012585506638736 0.0022076373521670153 0.0009805168002525995 leaf_weight=121.50114136445336 12.682446228340266 59.283963551046327 leaf_count=1705 48 495 internal_value=0 5.26772e-05 internal_weight=0 180.785 internal_count=2248 2200 is_linear=0 shrinkage=0.0028602 Tree=2678 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=6.47158 8.89958 threshold=0.15238000000000004 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040733564923120188 0.0022560855677528982 0.0010006720943286471 leaf_weight=121.38896615628619 12.622895536478607 59.083825731184334 leaf_count=1705 48 495 internal_value=0 5.368e-05 internal_weight=0 180.473 internal_count=2248 2200 is_linear=0 shrinkage=0.00297575 Tree=2679 num_leaves=4 num_cat=0 split_feature=1 131 16 split_gain=7.66693 10.9292 4.76453 threshold=0.10384000000000002 0.087580000000000005 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3344870282028269e-06 0.00020022778019673608 -0.00040940984335602641 -5.4796280199857235e-05 leaf_weight=127.31537193967961 47.94052416831255 10.360211393795906 14.556143889203666 leaf_count=1525 383 221 119 internal_value=0 -2.40783e-05 0.000140831 internal_weight=0 137.676 62.4967 internal_count=2248 1746 502 is_linear=0 shrinkage=0.00039052 Tree=2680 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=11.3586 8.61341 threshold=-0.42890999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0031932791425643052 -0.0014696921696732423 0.00049074896480633937 leaf_weight=8.4590277420356852 21.595028323819861 162.36654716706835 leaf_count=216 547 1535 internal_value=0 0.000260486 internal_weight=0 183.962 internal_count=2298 2082 is_linear=0 shrinkage=0.0029174 Tree=2681 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=11.0618 8.25891 threshold=-0.42890999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0031870659800894855 -0.0014441811557520182 0.00047983669580612981 leaf_weight=8.287390602170488 21.485175816807896 162.33525149547495 leaf_count=216 547 1535 internal_value=0 0.000254828 internal_weight=0 183.82 internal_count=2298 2082 is_linear=0 shrinkage=0.0029174 Tree=2682 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=10.7735 7.91843 threshold=-0.42890999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0029387328398641252 -0.001310885028842158 0.00043343490756633747 leaf_weight=8.1189483262132836 21.378400972811505 162.30505000124685 leaf_count=216 547 1535 internal_value=0 0.000230303 internal_weight=0 183.683 internal_count=2298 2082 is_linear=0 shrinkage=0.00269523 Tree=2683 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=10.4934 7.59146 threshold=-0.42890999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0033032857770663848 -0.0014503023340103908 0.00047725797788664392 leaf_weight=7.9536531844642004 21.27461546077393 162.27590090560261 leaf_count=216 547 1535 internal_value=0 0.000253714 internal_weight=0 183.551 internal_count=2298 2082 is_linear=0 shrinkage=0.00303526 Tree=2684 num_leaves=4 num_cat=0 split_feature=1213 48 133 split_gain=7.86855 8.40002 0.963552 threshold=-1.0000000180025095e-35 0.12933000000000003 -0.14715499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00072814652381407343 1.8292175271740088e-05 -0.0028196152814902141 -0.0029906187504371907 leaf_weight=1.7290076178032894 164.37129838345572 8.2606697792652977 8.4143044800730404 leaf_count=49 1879 55 319 internal_value=0 -0.000117802 -0.00260706 internal_weight=0 172.632 10.1433 internal_count=2302 1934 368 is_linear=0 shrinkage=0.00274913 Tree=2685 num_leaves=4 num_cat=0 split_feature=1213 48 133 split_gain=7.67841 7.99233 1.00794 threshold=-1.0000000180025095e-35 0.12933000000000003 -0.14729999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0007127701597793647 2.0137893861329918e-05 -0.003090999530942249 -0.0033620970147326431 leaf_weight=1.6635449978057284 164.37195433210582 8.2958622302394343 8.3020083336159569 leaf_count=48 1879 55 320 internal_value=0 -0.000129663 -0.00292205 internal_weight=0 172.668 9.96555 internal_count=2302 1934 368 is_linear=0 shrinkage=0.00309597 Tree=2686 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=8.86936 9.77933 4.31285 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036674352582602399 3.154993930192005e-05 -3.5878521315016848e-05 0.00037644761473415016 leaf_weight=13.666178469080476 10.519313368946316 156.79535697714891 9.9184046271257085 leaf_count=357 96 1746 103 internal_value=0 -6.24426e-05 0.000199124 internal_weight=0 170.462 20.4377 internal_count=2302 2103 199 is_linear=0 shrinkage=0.000375355 Tree=2687 num_leaves=4 num_cat=0 split_feature=1213 484 133 split_gain=7.50277 7.95995 1.01005 threshold=-1.0000000180025095e-35 -0.0048499999999999993 -0.14729999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062120412196294082 -0.002031849108512803 6.8803832482491211e-05 -0.0029807449269559014 leaf_weight=1.6620793542824674 14.901796086225657 157.94194972689729 8.1403352746274305 leaf_count=48 350 1584 320 internal_value=0 -0.000112509 -0.00258265 internal_weight=0 172.844 9.80241 internal_count=2302 1934 368 is_linear=0 shrinkage=0.00274913 Tree=2688 num_leaves=4 num_cat=0 split_feature=1456 43 2 split_gain=10.1449 7.54785 0.000861311 threshold=-1.0000000180025095e-35 0.076795000000000016 0.093535000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039272848122042165 -1.678008662568065e-05 0.00018935792210255568 -0.00043661159434653439 leaf_weight=5.2926563370274371 166.06192252773326 26.84026125294622 2.4873686186037958 leaf_count=163 1851 234 52 internal_value=0 1.19177e-05 -0.000407793 internal_weight=0 192.902 7.78002 internal_count=2300 2085 215 is_linear=0 shrinkage=0.00036078 Tree=2689 num_leaves=4 num_cat=0 split_feature=43 42 1 split_gain=7.78892 12.6618 9.096 threshold=0.052690000000000008 0.092235000000000025 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013175609993851781 0.0022289631547190965 -0.0018916786686040523 0.00012816226909654279 leaf_weight=45.576622875058092 23.301577733480375 7.4157087043859056 118.02625940088183 leaf_count=987 215 105 993 internal_value=0 0.00123361 -0.000274695 internal_weight=0 30.7173 163.603 internal_count=2300 320 1980 is_linear=0 shrinkage=0.00274913 Tree=2690 num_leaves=4 num_cat=0 split_feature=1456 453 2 split_gain=10.5191 7.16874 0.00102094 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093365000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004431213777627429 3.1603987840599673e-05 -0.00035140723724587695 -0.00049201679113328536 leaf_weight=5.4208871836308381 185.78951363568194 8.4139515329152328 2.5745817443821579 leaf_count=162 2028 57 53 internal_value=0 1.49769e-05 -0.00046 internal_weight=0 194.203 7.99547 internal_count=2300 2085 215 is_linear=0 shrinkage=0.000406297 Tree=2691 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=10.1001 7.55894 threshold=-1.0000000180025095e-35 0.18654500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042335540685756737 2.5727774680728558e-05 -0.00039347778851693739 leaf_weight=7.7821114262333131 188.11228281632066 6.2429092349484554 leaf_count=215 1881 204 internal_value=0 1.22251e-05 internal_weight=0 194.355 internal_count=2300 2085 is_linear=0 shrinkage=0.000375355 Tree=2692 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=9.46261 9.87925 threshold=0.062655000000000016 -0.23071499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034205397829429604 -0.00051559921477324904 -1.1994876386607372e-05 leaf_weight=15.295988147146998 6.1463644003961226 174.98916587315034 leaf_count=131 75 2072 internal_value=0 1.64966e-05 internal_weight=0 190.285 internal_count=2278 2203 is_linear=0 shrinkage=0.000422711 Tree=2693 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=9.38537 9.05595 threshold=0.062655000000000016 -0.23071499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031450038110277109 -0.00048436185806795056 -8.8216552549601333e-06 leaf_weight=14.90502949664369 6.104021309176459 173.98180134349968 leaf_count=131 75 2072 internal_value=0 1.67208e-05 internal_weight=0 188.887 internal_count=2278 2203 is_linear=0 shrinkage=0.00039833 Tree=2694 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=9.40699 8.43631 threshold=0.062655000000000016 -0.23071499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024022804588935938 -0.0038329556709057067 -6.816645053693393e-05 leaf_weight=14.360210138838736 5.9205992065835735 168.59731807757635 leaf_count=131 75 2072 internal_value=0 0.000125968 internal_weight=0 182.958 internal_count=2278 2203 is_linear=0 shrinkage=0.00309597 Tree=2695 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=9.10021 8.15433 threshold=0.062655000000000016 -0.23071499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026738667384479083 -0.0042721947621024801 -7.5048038922489394e-05 leaf_weight=14.20543828839436 5.8488828104455015 168.59032426879276 leaf_count=131 75 2072 internal_value=0 0.000138833 internal_weight=0 182.796 internal_count=2278 2203 is_linear=0 shrinkage=0.00348657 Tree=2696 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=12.1793 9.96641 threshold=0.25123500000000004 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7004368972471973e-05 -0.00048573238754487261 -0.00026616995273873591 leaf_weight=173.05166788352653 6.6013651718385509 14.930722917895762 leaf_count=1869 131 243 internal_value=0 2.21056e-05 internal_weight=0 187.982 internal_count=2243 2112 is_linear=0 shrinkage=0.000367995 Tree=2697 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=11.9203 11.5445 threshold=0.25123500000000004 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019400504645863527 -0.0050338569980813916 0.00065168231014377622 leaf_weight=29.178986906539649 6.316401017131283 151.43763534689788 leaf_count=525 131 1587 internal_value=0 0.000232822 internal_weight=0 180.617 internal_count=2243 2112 is_linear=0 shrinkage=0.00377397 Tree=2698 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=11.8226 11.3841 threshold=0.25123500000000004 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018524168766371961 -0.00048324377949149382 6.058467914304924e-05 leaf_weight=30.443805099115707 6.5066316438606 156.91799914080184 leaf_count=525 131 1587 internal_value=0 2.06264e-05 internal_weight=0 187.362 internal_count=2243 2112 is_linear=0 shrinkage=0.000367995 Tree=2699 num_leaves=4 num_cat=0 split_feature=42 12 159 split_gain=11.7045 10.3849 9.23582 threshold=-1.0000000180025095e-35 0.045590000000000006 -0.032739999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3722201351148042e-05 -0.0002574705200680078 -0.00043867075041404931 7.9964296728475242e-05 leaf_weight=16.602775156497955 14.709994481177999 16.884092490887269 147.31628824467771 leaf_count=93 266 529 1355 internal_value=0 -0.000214494 4.93026e-05 internal_weight=0 33.4869 162.026 internal_count=2243 622 1621 is_linear=0 shrinkage=0.000406297 Tree=2700 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=13.592 9.88169 threshold=-0.28286499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055220349532959638 -8.1877383566306476e-07 0.00048554465297032616 leaf_weight=6.1358479391783467 189.22951634344645 6.0554924868047229 leaf_count=55 2180 21 internal_value=0 1.43086e-05 internal_weight=0 195.285 internal_count=2256 2201 is_linear=0 shrinkage=0.000375355 Tree=2701 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=13.6086 9.4234 threshold=-0.28286499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056422268990561828 -8.3286808689996124e-07 0.00048478487775382349 leaf_weight=6.1308484689798197 189.12023848155513 6.0255013927817336 leaf_count=55 2180 21 internal_value=0 1.42075e-05 internal_weight=0 195.146 internal_count=2256 2201 is_linear=0 shrinkage=0.000382862 Tree=2702 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=14.0782 9.34939 threshold=-0.28286499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0049891307469706984 -3.7882889162673116e-06 0.0041892510573849585 leaf_weight=5.9681472370866677 181.91837592690717 5.9080362096428862 leaf_count=55 2180 21 internal_value=0 0.000128515 internal_weight=0 187.826 internal_count=2256 2201 is_linear=0 shrinkage=0.00328547 Tree=2703 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=13.0879 8.85227 threshold=-0.28286499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056837161697651179 -1.6371514704191797e-05 0.00023910643351934851 leaf_weight=6.0307305792812249 168.45395913708489 23.559757379814982 leaf_count=55 1985 216 internal_value=0 1.49958e-05 internal_weight=0 192.014 internal_count=2256 2201 is_linear=0 shrinkage=0.00039052 Tree=2704 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.418 14.15 threshold=-0.28286499999999998 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0045518555755981764 -0.00027857553834396 0.0023152989806608944 leaf_weight=5.678238508058711 158.64954520878382 25.279928975272924 leaf_count=51 1990 246 internal_value=0 7.81392e-05 internal_weight=0 183.929 internal_count=2287 2236 is_linear=0 shrinkage=0.00322105 Tree=2705 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=10.6438 9.71513 threshold=-0.28286499999999998 -0.10071499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051541624382729135 0.0001169247319168705 -5.9385307721438081e-05 leaf_weight=5.7921667464543125 75.904213631059974 115.4929098598659 leaf_count=51 459 1777 internal_value=0 1.05404e-05 internal_weight=0 191.397 internal_count=2287 2236 is_linear=0 shrinkage=0.000382862 Tree=2706 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.434 15.6333 threshold=-0.28286499999999998 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051169070759560448 -3.5654602737904368e-05 0.00028152264161647591 leaf_weight=5.8079402854200444 163.9302924266085 26.435299717821181 leaf_count=51 1990 246 internal_value=0 8.41433e-06 internal_weight=0 190.366 internal_count=2287 2236 is_linear=0 shrinkage=0.000382862 Tree=2707 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.916 13.7466 threshold=-0.28286499999999998 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0041987374088287045 -0.00025746058765775437 0.0021614367998663469 leaf_weight=5.6646195373032233 158.80362200015225 25.040995134972036 leaf_count=51 1990 246 internal_value=0 7.22013e-05 internal_weight=0 183.845 internal_count=2287 2236 is_linear=0 shrinkage=0.00303526 Tree=2708 num_leaves=4 num_cat=0 split_feature=2 0 43 split_gain=12.2934 16.364 10.135 threshold=0.088485000000000022 -0.0013399999999999998 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024131886155487071 -7.7759652533666084e-06 0.00039271997307403772 0.00029517642442477432 leaf_weight=60.624389990465716 96.647144480375573 7.8846582495607427 23.576111140311696 leaf_count=1067 912 82 225 internal_value=0 -0.000168259 5.16713e-05 internal_weight=0 68.509 120.223 internal_count=2286 1149 1137 is_linear=0 shrinkage=0.000414422 Tree=2709 num_leaves=4 num_cat=0 split_feature=2 0 43 split_gain=12.5359 16.9077 10.3796 threshold=0.088485000000000022 -0.0013399999999999998 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023083781674790803 -9.8561670091200786e-06 0.00036827420733649322 0.00027703570576905308 leaf_weight=61.663626342779025 98.004528842866421 8.1133795180357975 23.908326512668282 leaf_count=1067 912 82 225 internal_value=0 -0.000161094 4.64408e-05 internal_weight=0 69.777 121.913 internal_count=2286 1149 1137 is_linear=0 shrinkage=0.00039052 Tree=2710 num_leaves=4 num_cat=0 split_feature=2 0 43 split_gain=11.7557 15.9108 10.572 threshold=0.088485000000000022 -0.0013399999999999998 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001565387555580692 -7.2463042829116773e-05 0.0025610062489189655 0.0019611124256479909 leaf_weight=58.885674968129024 94.412194325588644 7.6547352152410886 23.098367216647603 leaf_count=1067 912 82 225 internal_value=0 -0.00109009 0.000327519 internal_weight=0 66.5404 117.511 internal_count=2286 1149 1137 is_linear=0 shrinkage=0.00269523 Tree=2711 num_leaves=4 num_cat=0 split_feature=2 0 43 split_gain=11.2958 15.3186 10.1107 threshold=0.088485000000000022 -0.0013399999999999998 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018027958753491903 -8.2992705703205136e-05 0.0029643416610547427 0.0022476798776008972 leaf_weight=58.568473103106953 94.418272301321849 7.5757752584759137 23.083945499383844 leaf_count=1067 912 82 225 internal_value=0 -0.0012561 0.000375171 internal_weight=0 66.1442 117.502 internal_count=2286 1149 1137 is_linear=0 shrinkage=0.00315789 Tree=2712 num_leaves=4 num_cat=0 split_feature=130 483 52 split_gain=10.0275 9.34908 0.421274 threshold=1.0000000180025095e-35 0.088070000000000009 -0.097769999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053905695544249812 -0.0018079640834733832 -0.0026717976491964003 -0.0034919788467004465 leaf_weight=179.30089369637426 2.0713193148840219 9.9107054981868696 6.9140482330694777 leaf_count=1818 54 183 246 internal_value=0 0.000370623 -0.00310843 internal_weight=0 189.212 8.98537 internal_count=2301 2001 300 is_linear=0 shrinkage=0.00322105 Tree=2713 num_leaves=4 num_cat=0 split_feature=130 483 52 split_gain=10.3271 8.48345 0.450313 threshold=1.0000000180025095e-35 0.088070000000000009 -0.097769999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6733812287800797e-05 -0.00024120745003736944 -0.00033217580560420865 -0.00046553126459627955 leaf_weight=186.54477130994201 2.2438892116770148 10.448057998903094 7.2958941103424859 leaf_count=1818 54 183 246 internal_value=0 4.55464e-05 -0.000413354 internal_weight=0 196.993 9.53978 internal_count=2301 2001 300 is_linear=0 shrinkage=0.000431165 Tree=2714 num_leaves=4 num_cat=0 split_feature=130 483 43 split_gain=9.72067 8.95011 0.431431 threshold=1.0000000180025095e-35 0.088070000000000009 -0.16726499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044908595982778301 -0.0016799056289364882 -0.0022369291604210691 -0.0030313880682292897 leaf_weight=179.43744751194026 2.6243371209129691 9.8737046050373447 6.2298676811624301 leaf_count=1818 50 183 250 internal_value=0 0.000308783 -0.00263529 internal_weight=0 189.311 8.8542 internal_count=2301 2001 300 is_linear=0 shrinkage=0.00274913 Tree=2715 num_leaves=4 num_cat=0 split_feature=130 1374 43 split_gain=9.41907 8.10141 0.440418 threshold=1.0000000180025095e-35 0.087855000000000016 -0.16726499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043999617062022038 -0.0017538185927106298 -0.0027245250019467915 -0.0032093990606636299 leaf_weight=182.12819790502544 2.6082641845569015 7.1371538192033759 6.1058762158500013 leaf_count=1947 50 54 250 internal_value=0 0.0003204 -0.00277851 internal_weight=0 189.265 8.71414 internal_count=2301 2001 300 is_linear=0 shrinkage=0.0029174 Tree=2716 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=8.04893 11.0415 1.41216 threshold=-0.25833999999999996 0.077655000000000016 0.3137100000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016033398509515451 -2.8202379726553863e-05 0.00022340551183411169 -0.00052259030233855379 leaf_weight=3.1288403942016867 144.61576688440982 41.774285505060107 5.6422774567035958 leaf_count=70 1499 577 133 internal_value=0 2.82058e-05 -0.000393995 internal_weight=0 186.39 8.77112 internal_count=2279 2076 203 is_linear=0 shrinkage=0.000431165 Tree=2717 num_leaves=3 num_cat=0 split_feature=156 1375 split_gain=8.00933 8.63072 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048551982032665248 4.7874181876398087e-05 -0.00036407438208234936 leaf_weight=5.591212041093967 179.25852829008363 9.5538196261040849 leaf_count=123 2040 116 internal_value=0 2.69951e-05 internal_weight=0 188.812 internal_count=2279 2156 is_linear=0 shrinkage=0.000422711 Tree=2718 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=9.14166 10.6598 1.33654 threshold=-0.25833999999999996 0.077655000000000016 0.3137100000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017743476879787239 -2.3078145144848077e-05 0.00021472179811160702 -0.00050953019922883797 leaf_weight=3.2399131539277715 145.31997598917224 41.635240632807836 5.9498203831026331 leaf_count=70 1499 577 133 internal_value=0 2.98968e-05 -0.000393058 internal_weight=0 186.955 9.18973 internal_count=2279 2076 203 is_linear=0 shrinkage=0.000414422 Tree=2719 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=8.17482 8.31015 threshold=1.0000000180025095e-35 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029168571017834533 -0.0028503703729838505 0.00039347945499998248 leaf_weight=8.2305915635079128 9.3250551803503168 170.03897967247758 leaf_count=198 117 1964 internal_value=0 0.000240347 internal_weight=0 178.27 internal_count=2279 2162 is_linear=0 shrinkage=0.00322105 Tree=2720 num_leaves=4 num_cat=0 split_feature=457 376 2 split_gain=10.5121 10.4242 3.04523 threshold=0.080930000000000016 1.0000000180025095e-35 0.090725000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8051976304866624e-05 6.9901360338847025e-05 0.0003296737522549287 0.00031885207855160755 leaf_weight=153.81122552917805 14.130183836445214 9.7569760270416719 14.700388102792202 leaf_count=2037 85 82 87 internal_value=0 -5.36952e-05 0.000196966 internal_weight=0 163.568 28.8306 internal_count=2291 2119 172 is_linear=0 shrinkage=0.000382862 Tree=2721 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=13.38 12.68 11.6938 threshold=0.079805000000000015 0.071345000000000006 0.025560000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025899222062178065 0.00011313786682866413 -0.00024697194934771748 0.00011379496231241762 leaf_weight=49.517056004959159 107.30655841785483 18.117707998957485 18.264693353325129 leaf_count=1180 852 193 66 internal_value=0 6.10898e-05 -0.000158536 internal_weight=0 125.424 67.7817 internal_count=2291 1045 1246 is_linear=0 shrinkage=0.00039833 Tree=2722 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=11.2247 11.9713 10.1784 threshold=0.079805000000000015 0.071345000000000006 0.025560000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017415817628547365 0.00075979498468587944 -0.0017542000245375831 0.00074869196213354678 leaf_weight=46.618638094398193 103.15273712505586 17.388035899493843 17.830586548894644 leaf_count=1180 852 193 66 internal_value=0 0.00039693 -0.0010526 internal_weight=0 120.541 64.4492 internal_count=2291 1045 1246 is_linear=0 shrinkage=0.00280412 Tree=2723 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=12.4775 12.1857 10.7518 threshold=0.079805000000000015 0.025560000000000003 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024173102614448707 -0.00035517582900423408 0.00011610970452523574 8.3946431427378969e-05 leaf_weight=49.38010557834059 8.3949503134936077 18.389349028468132 118.48030487331562 leaf_count=1180 106 66 939 internal_value=0 -0.000144625 5.4842e-05 internal_weight=0 67.7695 126.875 internal_count=2291 1246 1045 is_linear=0 shrinkage=0.000375355 Tree=2724 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=10.4224 12.4798 10.3068 threshold=-0.15135499999999999 -0.11946999999999998 -0.11692999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2639518114082869e-06 0.00015081628625140164 -8.8761213766285027e-05 0.00033322677393263597 leaf_weight=24.150206265039742 40.212624699575827 109.79618336900603 25.469105456257239 leaf_count=169 191 1735 191 internal_value=0 -2.4527e-05 0.000170002 internal_weight=0 150.009 49.6193 internal_count=2286 1926 360 is_linear=0 shrinkage=0.000367995 Tree=2725 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=9.88031 13.1181 threshold=0.11926500000000002 0.15891500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0966129540993658e-05 -0.00036034266566318726 0.00023904920612379473 leaf_weight=145.71680858521722 9.9694942114874703 43.141944083850831 leaf_count=1884 82 320 internal_value=0 4.61645e-05 internal_weight=0 188.859 internal_count=2286 2204 is_linear=0 shrinkage=0.00039833 Tree=2726 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=10.1509 11.2376 11.0407 threshold=-0.15135499999999999 -0.11946999999999998 -0.11692999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.2215941078311725e-05 0.00015779155523566317 -9.4016506315622907e-05 0.00037221002893839464 leaf_weight=23.924174600280821 39.936181927099824 109.24143606692087 25.432059470098466 leaf_count=169 191 1735 191 internal_value=0 -2.65937e-05 0.000185937 internal_weight=0 149.178 49.3562 internal_count=2286 1926 360 is_linear=0 shrinkage=0.000406297 Tree=2727 num_leaves=3 num_cat=0 split_feature=47 16 split_gain=10.3454 14.9191 threshold=0.11926500000000002 -0.15135499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018974745585820037 -0.00285919519002697 -0.00013948721475354523 leaf_weight=43.673859520349652 9.7148752678185684 136.96358461026102 leaf_count=338 82 1866 internal_value=0 0.00035315 internal_weight=0 180.637 internal_count=2286 2204 is_linear=0 shrinkage=0.00303526 Tree=2728 num_leaves=4 num_cat=0 split_feature=457 1456 1 split_gain=9.93301 8.5738 4.02518 threshold=0.080930000000000016 -1.0000000180025095e-35 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047320616150992495 5.2233787980947141e-05 -1.7142937635133245e-05 0.00034105273532856876 leaf_weight=7.3911585832247502 15.179903041571377 158.71709889359772 18.254435512237251 leaf_count=197 85 1888 109 internal_value=0 -3.7488e-05 0.000210027 internal_weight=0 166.108 33.4343 internal_count=2279 2085 194 is_linear=0 shrinkage=0.000414422 Tree=2729 num_leaves=4 num_cat=0 split_feature=457 1456 1 split_gain=9.79893 7.81965 3.61357 threshold=0.080930000000000016 -1.0000000180025095e-35 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038165325000932026 0.00049778739506611022 -0.00014620136614940552 0.0027489695948364505 leaf_weight=6.7930271581280968 14.747215593233703 151.48008807760198 17.529816485010087 leaf_count=197 85 1888 109 internal_value=0 -0.000304172 0.00172132 internal_weight=0 158.273 32.277 internal_count=2279 2085 194 is_linear=0 shrinkage=0.00335118 Tree=2730 num_leaves=4 num_cat=0 split_feature=457 1456 1 split_gain=10.0175 8.06286 3.89419 threshold=0.080930000000000016 -1.0000000180025095e-35 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045337611487985678 5.4252125721517522e-05 -1.736418687721636e-05 0.00032904530201129654 leaf_weight=7.013079854194074 14.989408104680477 156.36545409320388 18.023548915050924 leaf_count=197 85 1888 109 internal_value=0 -3.61309e-05 0.00020438 internal_weight=0 163.379 33.013 internal_count=2279 2085 194 is_linear=0 shrinkage=0.00039833 Tree=2731 num_leaves=4 num_cat=0 split_feature=457 1456 1 split_gain=9.91719 8.07094 3.98703 threshold=0.080930000000000016 -1.0000000180025095e-35 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049032550245721614 5.7436782649518724e-05 -1.6824538511541617e-05 0.00035806893904365714 leaf_weight=6.9713089073775327 15.020901756361125 156.92977787635755 18.066335924435407 leaf_count=197 85 1888 109 internal_value=0 -3.7019e-05 0.0002217 internal_weight=0 163.901 33.0872 internal_count=2279 2085 194 is_linear=0 shrinkage=0.000431165 Tree=2732 num_leaves=4 num_cat=0 split_feature=1 454 13 split_gain=8.51159 11.9851 5.46554 threshold=0.10098000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2524690418024889e-05 0.00022670791747410058 0.00042278787467208231 3.2713552083512644e-05 leaf_weight=123.75331482384354 34.218600971158594 6.9939237646758547 38.730482813436538 leaf_count=1682 337 20 239 internal_value=0 -2.70413e-05 0.000123747 internal_weight=0 130.747 72.9491 internal_count=2278 1702 576 is_linear=0 shrinkage=0.000353706 Tree=2733 num_leaves=3 num_cat=0 split_feature=41 52 split_gain=7.36826 7.00021 threshold=0.088180000000000008 -0.54533999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043255833051418437 -0.00037387836555607663 5.5151022266147294e-05 leaf_weight=4.7690893397666505 6.9475028272718182 188.6871921219863 leaf_count=114 65 2099 internal_value=0 4.30865e-05 internal_weight=0 193.456 internal_count=2278 2213 is_linear=0 shrinkage=0.00039833 Tree=2734 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=6.28939 7.02175 threshold=-0.54533999999999982 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002975853194884249 -0.00010039709424647713 0.001006820901793397 leaf_weight=4.5554584034252903 123.99235555075575 66.485831020399928 leaf_count=114 1637 527 internal_value=0 0.000286136 internal_weight=0 190.478 internal_count=2278 2164 is_linear=0 shrinkage=0.00274913 Tree=2735 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=7.44324 6.52932 threshold=0.088180000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033754038700366219 -0.00036121388589967321 5.422833616581339e-05 leaf_weight=6.4298248615814364 6.9556390112265936 188.89323224301916 leaf_count=116 65 2097 internal_value=0 4.13e-05 internal_weight=0 195.323 internal_count=2278 2213 is_linear=0 shrinkage=0.000382862 Tree=2736 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=13.5671 22.6244 14.03 threshold=-0.10023499999999998 -0.074459999999999985 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019560754475413973 -0.00031779157124822114 5.1124362242411252e-05 0.00021932966904133423 leaf_weight=18.221089837606996 48.236783029627986 69.903767462586984 60.148219698341563 leaf_count=149 1130 686 304 internal_value=0 -9.9531e-05 0.000122831 internal_weight=0 118.141 78.3693 internal_count=2269 1816 453 is_linear=0 shrinkage=0.000414422 Tree=2737 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=12.8669 20.8234 14.4454 threshold=-0.10023499999999998 -0.074459999999999985 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015147877064772739 -0.0022896331988988281 0.00035803355548565189 0.0016173562588848356 leaf_weight=17.612412616610527 45.999205962871201 67.508827239507809 58.83592709293589 leaf_count=149 1130 686 304 internal_value=0 -0.00071514 0.000895565 internal_weight=0 113.508 76.4483 internal_count=2269 1816 453 is_linear=0 shrinkage=0.00303526 Tree=2738 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=12.3338 20.1507 13.8241 threshold=-0.10023499999999998 -0.074459999999999985 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018014674900079979 -0.0027586406665084471 0.000426789996310204 0.0019316412689433498 leaf_weight=17.648013910045847 45.501652861828916 67.487655144417658 58.706425721989945 leaf_count=149 1130 686 304 internal_value=0 -0.000856256 0.00106856 internal_weight=0 112.989 76.3544 internal_count=2269 1816 453 is_linear=0 shrinkage=0.00369997 Tree=2739 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=11.8222 19.4969 13.2292 threshold=-0.10023499999999998 -0.074459999999999985 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016237216818680577 -0.0025186459134695647 0.00038556588035025714 0.0017483411292480448 leaf_weight=17.683165044058114 45.015105623868294 67.467062421725132 58.579701962415129 leaf_count=149 1130 686 304 internal_value=0 -0.000776923 0.000966246 internal_weight=0 112.482 76.2629 internal_count=2269 1816 453 is_linear=0 shrinkage=0.0034182 Tree=2740 num_leaves=4 num_cat=0 split_feature=128 1447 43 split_gain=8.15143 8.52856 0.916353 threshold=0.086435000000000012 -1.0000000180025095e-35 -0.10131 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039178402746479346 -0.00056277783029600327 3.0997202066985121e-05 -0.00027420642790568212 leaf_weight=7.8786795506020999 3.5734642306342721 182.74437908886466 3.5341950177680692 leaf_count=203 43 1914 113 internal_value=0 1.34857e-05 -0.000420408 internal_weight=0 190.623 7.10766 internal_count=2273 2117 156 is_linear=0 shrinkage=0.00039833 Tree=2741 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=8.23634 11.5074 threshold=-0.49367499999999992 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0025048318423841536 -0.00018866131687793265 0.0021353682314074725 leaf_weight=12.593840533867477 151.77984983182978 24.685315926559269 leaf_count=123 1983 167 internal_value=0 0.000136638 internal_weight=0 176.465 internal_count=2273 2150 is_linear=0 shrinkage=0.00315789 Tree=2742 num_leaves=4 num_cat=0 split_feature=1447 42 484 split_gain=8.26904 8.74502 1.12449 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.075729999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018237110378219098 -0.00016439643496983026 4.8733523484725507e-05 -0.00047637164843983309 leaf_weight=2.8507888194872066 32.826944273081608 155.68813815223984 5.2972815743414667 leaf_count=99 614 1444 116 internal_value=0 1.16074e-05 -0.000374176 internal_weight=0 188.515 8.14807 internal_count=2273 2058 215 is_linear=0 shrinkage=0.000375355 Tree=2743 num_leaves=4 num_cat=0 split_feature=1447 42 484 split_gain=8.18348 8.18509 1.10846 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.075729999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019654629223558442 -0.00017360594301542211 5.1495023914692662e-05 -0.00051519720136689875 leaf_weight=2.7906652963720262 32.201105930376798 154.66728009539656 5.2529892243910563 leaf_count=99 614 1444 116 internal_value=0 1.26919e-05 -0.000405372 internal_weight=0 186.868 8.04365 internal_count=2273 2058 215 is_linear=0 shrinkage=0.000406297 Tree=2744 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=10.9309 9.10961 threshold=-0.47365999999999991 0.10160500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003909753722184774 -3.4695351269336126e-06 -0.0004386518740939143 leaf_weight=9.5699215480126423 178.08905875170603 7.0260955835692576 leaf_count=61 2077 149 internal_value=0 -2.00305e-05 internal_weight=0 185.115 internal_count=2287 2226 is_linear=0 shrinkage=0.000375355 Tree=2745 num_leaves=3 num_cat=0 split_feature=13 47 split_gain=10.4997 8.80022 threshold=-0.47365999999999991 0.13148500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0034001269473793766 -2.7552392311978513e-05 -0.0038631361196132443 leaf_weight=9.3316547363065165 172.83651134348474 6.6884200032800427 leaf_count=61 2180 46 internal_value=0 -0.000170847 internal_weight=0 179.525 internal_count=2287 2226 is_linear=0 shrinkage=0.00328547 Tree=2746 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=11.3162 8.5052 threshold=-0.47365999999999991 0.10160500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038052928332891122 -3.9395461392253307e-05 -0.0004536066892854614 leaf_weight=9.1044322559609991 180.1673208696302 7.5531568799633524 leaf_count=61 2077 149 internal_value=0 -5.61062e-05 internal_weight=0 187.72 internal_count=2287 2226 is_linear=0 shrinkage=0.000382862 Tree=2747 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=10.8376 9.20533 threshold=-0.47365999999999991 0.10160500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042883927032257078 -4.7199644573028167e-06 -0.00048395308625043856 leaf_weight=9.563980736769734 180.73516877542716 7.1373623015824696 leaf_count=61 2077 149 internal_value=0 -2.29736e-05 internal_weight=0 187.873 internal_count=2287 2226 is_linear=0 shrinkage=0.000414422 Tree=2748 num_leaves=4 num_cat=0 split_feature=2 2 1 split_gain=8.60642 10.0621 3.59782 threshold=-1.0000000180025095e-35 0.089765000000000025 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2013835459483854e-05 -0.00017194444504603008 2.347864843940814e-05 0.00038583251417926038 leaf_weight=8.3694080263376254 61.866540674120188 114.55670097714756 10.416326189879326 leaf_count=32 1077 1060 114 internal_value=0 -4.50618e-05 0.000232853 internal_weight=0 176.423 18.7857 internal_count=2283 2137 146 is_linear=0 shrinkage=0.00039052 Tree=2749 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=7.79891 10.1554 threshold=-0.23723499999999997 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0033513631634979058 -0.00029035266293518343 0.0020050164046982281 leaf_weight=7.2385054342448703 158.91481094085611 21.846793142613024 leaf_count=51 2007 225 internal_value=0 -1.27526e-05 internal_weight=0 180.762 internal_count=2283 2232 is_linear=0 shrinkage=0.00315789 Tree=2750 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=8.69315 14.7202 8.04481 threshold=-0.060199999999999997 -0.076704999999999982 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021562900353157535 -0.00015461315141338021 4.6134762505867565e-05 0.00019723070111780759 leaf_weight=61.870734201627783 13.510281305760143 75.863266818458214 43.361841413658112 leaf_count=1185 121 664 313 internal_value=0 -7.14643e-05 0.000113624 internal_weight=0 137.734 56.8721 internal_count=2283 1849 434 is_linear=0 shrinkage=0.00039833 Tree=2751 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=8.48524 10.4013 3.96234 threshold=-1.0000000180025095e-35 0.089765000000000025 -0.056339999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044975762899305817 -0.00018641270993573618 2.7833253638950394e-05 6.1457624201971501e-05 leaf_weight=9.1710745068267006 62.340964856790379 115.44344495725818 9.6161419283598644 leaf_count=79 1077 1060 67 internal_value=0 -4.73051e-05 0.000251272 internal_weight=0 177.784 18.7872 internal_count=2283 2137 146 is_linear=0 shrinkage=0.000422711 Tree=2752 num_leaves=4 num_cat=0 split_feature=42 132 2 split_gain=12.0023 9.15671 7.25098 threshold=-1.0000000180025095e-35 0.081465000000000024 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033128417860373206 -4.9134780549021984e-05 0.00016736107231355121 0.00012368748923900189 leaf_weight=23.518974131438885 60.296313422732055 7.7592861033044747 106.59520688792691 leaf_count=494 808 122 830 internal_value=0 -0.000207557 6.125e-05 internal_weight=0 31.2783 166.892 internal_count=2254 616 1638 is_linear=0 shrinkage=0.00039833 Tree=2753 num_leaves=4 num_cat=0 split_feature=42 132 484 split_gain=12.0411 9.36752 8.03352 threshold=-1.0000000180025095e-35 0.081465000000000024 -0.0048499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003413091611822837 -0.0002174634670800915 0.00017037233239153778 8.7518418324176946e-05 leaf_weight=23.789889967069033 15.71924040163867 7.8415960296988478 151.59346995921806 leaf_count=494 319 122 1319 internal_value=0 -0.000214435 5.88434e-05 internal_weight=0 31.6315 167.313 internal_count=2254 616 1638 is_linear=0 shrinkage=0.000406297 Tree=2754 num_leaves=4 num_cat=0 split_feature=42 132 484 split_gain=11.8948 9.18027 6.84063 threshold=-1.0000000180025095e-35 0.081465000000000024 -0.0048499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030083368635492229 -0.001761684666861864 0.0015560335652690161 0.00077817009281446327 leaf_weight=22.724215594353158 14.749259723466819 7.3684988231398156 146.04865947924554 leaf_count=494 319 122 1319 internal_value=0 -0.00189043 0.000545019 internal_weight=0 30.0927 160.798 internal_count=2254 616 1638 is_linear=0 shrinkage=0.0035563 Tree=2755 num_leaves=3 num_cat=0 split_feature=1429 128 split_gain=9.25242 8.21382 threshold=-1.0000000180025095e-35 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.003627292144007642 0.00038128328799991396 -0.0032736573756822745 leaf_weight=6.0403896386269471 178.51651008345652 6.075768382055684 leaf_count=122 1983 149 internal_value=0 0.000260657 internal_weight=0 184.592 internal_count=2254 2132 is_linear=0 shrinkage=0.00309597 Tree=2756 num_leaves=4 num_cat=0 split_feature=484 41 40 split_gain=10.4254 8.3356 4.88642 threshold=-0.0048499999999999993 0.082735000000000017 -0.0089699999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014697969113624997 3.5394505123265813e-05 -0.0003527323406899891 -0.00042145988834285984 leaf_weight=2.7054936457425347 173.83621696650516 8.4888831246644241 12.045483466004951 leaf_count=14 1825 77 355 internal_value=0 1.72886e-05 -0.000317146 internal_weight=0 182.325 14.751 internal_count=2271 1902 369 is_linear=0 shrinkage=0.000382862 Tree=2757 num_leaves=4 num_cat=0 split_feature=484 41 12 split_gain=10.3544 8.02766 4.69927 threshold=-0.0048499999999999993 0.082735000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014267111366617912 3.5621594547901427e-05 -0.00038522646331036676 -0.00046651055227924778 leaf_weight=2.7786941537633547 173.60447249631397 8.4760849038138968 11.987235836335454 leaf_count=15 1825 77 354 internal_value=0 1.59922e-05 -0.000351837 internal_weight=0 182.081 14.7659 internal_count=2271 1902 369 is_linear=0 shrinkage=0.000422711 Tree=2758 num_leaves=4 num_cat=0 split_feature=484 48 40 split_gain=10.1108 8.665 4.53455 threshold=-0.0048499999999999993 0.12230500000000001 -0.0089699999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011220818464802321 0.00029230763023476949 -0.0028564925484960953 -0.0034947404330610485 leaf_weight=2.5894580306485286 167.36869993247092 9.1747146369889361 11.525302132940849 leaf_count=14 1838 64 355 internal_value=0 0.000128378 -0.00264738 internal_weight=0 176.543 14.1148 internal_count=2271 1902 369 is_linear=0 shrinkage=0.00315789 Tree=2759 num_leaves=4 num_cat=0 split_feature=484 41 40 split_gain=9.70629 8.09306 4.87981 threshold=-0.0048499999999999993 0.082735000000000017 -0.0089699999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015555585775334899 3.2471299927395584e-05 -0.00036333133476835713 -0.00043388545754096238 leaf_weight=2.7328625665977588 175.06146070931572 8.580265870317815 11.856478191912172 leaf_count=14 1825 77 355 internal_value=0 1.39424e-05 -0.000323413 internal_weight=0 183.642 14.5893 internal_count=2271 1902 369 is_linear=0 shrinkage=0.00039833 Tree=2760 num_leaves=3 num_cat=0 split_feature=41 483 split_gain=9.18041 8.28434 threshold=0.083035000000000012 0.097480000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039300335595846128 -0.0031463752715508698 -0.003234400718775001 leaf_weight=175.22973410168197 8.5887854732573015 6.7661347115645176 leaf_count=2048 79 127 internal_value=0 0.000257821 internal_weight=0 181.996 internal_count=2254 2175 is_linear=0 shrinkage=0.00322105 Tree=2761 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=8.7801 9.6805 threshold=0.062655000000000016 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0805254981630235e-05 -0.00042782772734480682 0.0002287527471327369 leaf_weight=161.42559113504831 6.4449022985063484 29.179609294049442 leaf_count=2003 76 175 internal_value=0 2.58877e-05 internal_weight=0 190.605 internal_count=2254 2178 is_linear=0 shrinkage=0.000382862 Tree=2762 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=9.56113 9.42638 threshold=0.062655000000000016 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.188825994599578e-05 -0.00047731934829785781 0.00024423517193144579 leaf_weight=161.84695043077227 6.658612022176384 29.100209387019277 leaf_count=2003 76 175 internal_value=0 2.71653e-05 internal_weight=0 190.947 internal_count=2254 2178 is_linear=0 shrinkage=0.000414422 Tree=2763 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=9.11308 9.12716 threshold=0.062655000000000016 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.0901373156242279e-05 -0.0035526358024456808 0.001838668799545497 leaf_weight=156.09302886330988 6.3203398669138542 28.329360555391759 leaf_count=2003 76 175 internal_value=0 0.00022259 internal_weight=0 184.422 internal_count=2254 2178 is_linear=0 shrinkage=0.00309597 Tree=2764 num_leaves=4 num_cat=0 split_feature=1456 1 484 split_gain=7.13025 6.85153 1.35466 threshold=-1.0000000180025095e-35 0.13052500000000003 -0.065759999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0019856038420101e-05 2.4132311271890308e-05 0.00030235566498449176 -0.00045861674903882653 leaf_weight=2.366786265745759 176.43298817018513 15.911912680137901 5.4685136775951824 leaf_count=55 1885 178 152 internal_value=0 4.71763e-05 -0.000347765 internal_weight=0 192.345 7.8353 internal_count=2270 2063 207 is_linear=0 shrinkage=0.000406297 Tree=2765 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=7.15446 6.93725 1.30451 threshold=-1.0000000180025095e-35 0.13052500000000003 -0.096949999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9087170002174607e-05 2.1230212153146547e-05 0.00027927664064319481 -0.00041721701908335355 leaf_weight=2.2574219843372703 177.95259155426174 15.979275344870983 5.6557300970889619 leaf_count=25 1885 178 182 internal_value=0 4.25177e-05 -0.00032118 internal_weight=0 193.932 7.91315 internal_count=2270 2063 207 is_linear=0 shrinkage=0.000375355 Tree=2766 num_leaves=4 num_cat=0 split_feature=1456 11 3 split_gain=6.79823 6.88738 1.30939 threshold=-1.0000000180025095e-35 0.089270000000000002 -0.096949999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063810657265317102 0.00051854909431587595 -0.0025830607475171366 -0.0036496681002614563 leaf_weight=2.2010018681176007 179.63227101333905 8.056747413473202 5.3970199748873702 leaf_count=25 1989 74 182 internal_value=0 0.00038516 -0.00278106 internal_weight=0 187.689 7.59802 internal_count=2270 2063 207 is_linear=0 shrinkage=0.00328547 Tree=2767 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=7.32295 9.16008 2.80233 threshold=0.13052500000000003 -0.084489999999999996 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033633100582562805 0.00042357399316550985 2.9468193461953373e-05 0.00010959728790684782 leaf_weight=10.623780780239029 8.6812417935580033 175.54950602492318 8.0309598171152157 leaf_count=180 91 1909 90 internal_value=0 8.5619e-06 0.000272991 internal_weight=0 186.173 16.7122 internal_count=2270 2089 181 is_linear=0 shrinkage=0.000382862 Tree=2768 num_leaves=4 num_cat=0 split_feature=2 4 12 split_gain=14.3721 9.19828 8.58286 threshold=0.08826500000000001 -0.49071999999999993 0.10115500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001620031408971688 -0.0022790658142600633 0.00088469265443109641 0.0016992822781134221 leaf_weight=55.916329027619213 9.5501762814819795 110.87230937147979 8.6010673083364946 leaf_count=1028 90 1069 85 internal_value=0 0.000633467 -0.00117715 internal_weight=0 120.422 64.5174 internal_count=2272 1159 1113 is_linear=0 shrinkage=0.00309597 Tree=2769 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=13.777 9.24124 8.92978 threshold=0.08826500000000001 -0.077774999999999983 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002173106750524898 0.00094426589422267736 0.00049932345160216016 -0.0023790537400841185 leaf_weight=42.076316324644722 110.40700654918328 22.183210034621879 9.8754832684062404 leaf_count=841 1010 272 149 internal_value=0 -0.00125068 0.000671079 internal_weight=0 64.2595 120.282 internal_count=2272 1113 1159 is_linear=0 shrinkage=0.00335118 Tree=2770 num_leaves=4 num_cat=0 split_feature=2 4 0 split_gain=14.161 9.92392 9.50777 threshold=0.08826500000000001 -0.49071999999999993 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025409048982426015 -0.00029937964722965952 0.00010920381312061701 5.5373970660213068e-05 leaf_weight=43.405648576910608 9.8267910033464414 114.51655765902251 23.236341234762222 leaf_count=841 90 1069 272 internal_value=0 7.68727e-05 -0.000146203 internal_weight=0 124.343 66.642 internal_count=2272 1159 1113 is_linear=0 shrinkage=0.00039052 Tree=2771 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=13.2173 8.91395 8.8414 threshold=0.08826500000000001 -0.077774999999999983 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024088321532975249 -0.002747474430583118 0.00054906062505844693 0.0010396831042711017 leaf_weight=41.820655004528817 9.5179662238806468 22.207137262681499 110.69292912783567 leaf_count=841 90 272 1069 internal_value=0 -0.00138307 0.000739438 internal_weight=0 64.0278 120.211 internal_count=2272 1113 1159 is_linear=0 shrinkage=0.00377397 Tree=2772 num_leaves=4 num_cat=0 split_feature=403 15 376 split_gain=7.92514 14.5261 8.82961 threshold=0.03138500000000001 0.087550000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053579988844760942 0.00020402231978623446 0.0067937661863465846 0.0026505354335136038 leaf_weight=150.05983560835011 15.482811250956731 5.8028677911497644 11.849997585872186 leaf_count=1867 174 96 106 internal_value=0 0.00200499 -0.000302311 internal_weight=0 21.2857 161.91 internal_count=2243 270 1973 is_linear=0 shrinkage=0.0035563 Tree=2773 num_leaves=4 num_cat=0 split_feature=403 15 376 split_gain=7.51128 14.4667 8.5037 threshold=0.03138500000000001 0.087795000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048404182838242163 0.00014468629168391142 0.00619839461968271 0.0024183349287625155 leaf_weight=150.0149262805935 15.646315390011297 5.837267057504504 11.731184487463905 leaf_count=1867 176 94 106 internal_value=0 0.00179357 -0.000273277 internal_weight=0 21.4836 161.746 internal_count=2243 270 1973 is_linear=0 shrinkage=0.00328547 Tree=2774 num_leaves=4 num_cat=0 split_feature=3 48 11 split_gain=7.29545 8.93081 8.31349 threshold=-0.10628499999999998 -0.080024999999999985 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020154070887345834 -0.0039836841180071261 -0.00020523619488798013 -0.00084427981582971896 leaf_weight=29.457580271642655 6.2600801959633818 133.00421989837196 14.5425987271592 leaf_count=175 63 1884 121 internal_value=0 -0.000375604 0.00107029 internal_weight=0 139.264 44.0002 internal_count=2243 1947 296 is_linear=0 shrinkage=0.00309597 Tree=2775 num_leaves=4 num_cat=0 split_feature=3 133 11 split_gain=6.98049 8.73366 7.96642 threshold=-0.10628499999999998 0.089610000000000009 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002224216483126742 -0.00080864053391390106 0.0015167841191246936 -0.00092889261097317359 leaf_weight=29.386632326990366 115.57170404971112 23.631764025660232 14.551990392152218 leaf_count=175 1514 433 121 internal_value=0 -0.000413713 0.00117999 internal_weight=0 139.203 43.9386 internal_count=2243 1947 296 is_linear=0 shrinkage=0.00348657 Tree=2776 num_leaves=4 num_cat=0 split_feature=156 480 51 split_gain=7.81307 8.00833 4.81111 threshold=0.091255000000000017 0.084710000000000021 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064449733141507838 -0.0034316654674035408 -0.0026935532870352719 0.00037051755832692192 leaf_weight=175.98657815804472 8.098362254444508 7.1509129939367986 5.2491907035000613 leaf_count=1950 127 162 76 internal_value=0 0.00051389 -0.00193799 internal_weight=0 183.137 13.3476 internal_count=2315 2112 203 is_linear=0 shrinkage=0.00309597 Tree=2777 num_leaves=4 num_cat=0 split_feature=156 480 51 split_gain=7.50127 7.69664 4.66671 threshold=0.091255000000000017 0.084710000000000021 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078337185594505609 -0.0042157867985250291 -0.0033017380317947732 0.00045063756456400296 leaf_weight=175.98832304554526 8.0137968289200199 7.0917375870048991 5.2464043484069398 leaf_count=1950 127 162 76 internal_value=0 0.000624804 -0.00237152 internal_weight=0 183.08 13.2602 internal_count=2315 2112 203 is_linear=0 shrinkage=0.00384945 Tree=2778 num_leaves=4 num_cat=0 split_feature=131 13 14 split_gain=7.29245 8.00076 7.5899 threshold=0.088610000000000008 -0.063024999999999984 0.076175000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3665949877579364e-05 -0.00037107782044362801 0.00016028442973917793 -0.00031187766764176599 leaf_weight=180.08007542637642 11.861563719343396 5.9996337862685314 7.4747560487594447 leaf_count=1913 172 151 79 internal_value=0 -0.000192611 5.82704e-05 internal_weight=0 17.8612 187.555 internal_count=2315 323 1992 is_linear=0 shrinkage=0.000375355 Tree=2779 num_leaves=4 num_cat=0 split_feature=156 484 51 split_gain=7.19384 7.49559 4.53444 threshold=0.091255000000000017 -0.0048499999999999993 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018446859346013182 -0.0038462022548495845 0.00077823466259889366 0.00041020452308781813 leaf_weight=14.990895115304737 7.9407064565457404 168.19066113675945 5.2497641206718964 leaf_count=346 127 1766 76 internal_value=0 0.000563415 -0.00215402 internal_weight=0 183.182 13.1905 internal_count=2315 2112 203 is_linear=0 shrinkage=0.0035563 Tree=2780 num_leaves=4 num_cat=0 split_feature=52 123 158 split_gain=10.9993 7.30603 4.48655 threshold=0.18829500000000002 1.0000000180025095e-35 -0.25150999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5677493202004698e-09 -4.9180841507336854e-06 0.00025132941457285354 -0.00047386103883564413 leaf_weight=155.74722789402585 4.5411607797723255 19.873703162185848 9.8661693296162394 leaf_count=1812 70 187 184 internal_value=0 2.84685e-05 -0.000326253 internal_weight=0 175.621 14.4073 internal_count=2253 1999 254 is_linear=0 shrinkage=0.00039052 Tree=2781 num_leaves=4 num_cat=0 split_feature=52 123 158 split_gain=10.6888 7.2451 4.36805 threshold=0.18829500000000002 1.0000000180025095e-35 -0.25150999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.194607013059735e-07 -7.2241019116788383e-06 0.00025243602391281496 -0.00047093210192040969 leaf_weight=154.9535606316058 4.5560632497072211 19.665932034142315 9.6655012706760299 leaf_count=1812 70 187 184 internal_value=0 2.92702e-05 -0.000322586 internal_weight=0 174.619 14.2216 internal_count=2253 1999 254 is_linear=0 shrinkage=0.00039052 Tree=2782 num_leaves=4 num_cat=0 split_feature=52 41 158 split_gain=10.3952 6.93761 4.40502 threshold=0.18829500000000002 0.088180000000000008 -0.25150999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040408067926243798 -1.1347529764239988e-05 -0.00358286379388182 -0.0044037585199950017 leaf_weight=163.31404790678062 4.407580700586549 5.9331065164878956 9.4174652836518344 leaf_count=1942 70 57 184 internal_value=0 0.000263927 -0.00300536 internal_weight=0 169.247 13.825 internal_count=2253 1999 254 is_linear=0 shrinkage=0.00362742 Tree=2783 num_leaves=4 num_cat=0 split_feature=52 48 158 split_gain=10.0439 6.68439 4.33358 threshold=0.18829500000000002 0.11951500000000001 -0.25150999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043424774828968186 -1.0876649937201152e-05 -0.002502612793505745 -0.0042937178486306907 leaf_weight=158.77458755974658 4.4075243492843574 10.427334146806968 9.2589349613990617 leaf_count=1921 70 78 184 internal_value=0 0.000252997 -0.00291442 internal_weight=0 169.202 13.6665 internal_count=2253 1999 254 is_linear=0 shrinkage=0.0035563 Tree=2784 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=9.44531 15.8808 1.4921 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.088684999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048849536513779308 -8.6812552447514636e-05 0.0051430957840012453 -0.0039082374222606285 leaf_weight=1.9815007022116322 168.33141721435823 7.6589344399981192 8.8153700712136907 leaf_count=23 1832 79 341 internal_value=0 0.000141321 -0.0032826 internal_weight=0 175.99 10.7969 internal_count=2275 1911 364 is_linear=0 shrinkage=0.0035563 Tree=2785 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=9.1828 15.001 1.48853 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.088684999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049745412737297039 -8.8294013980560123e-05 0.0051714051388968372 -0.0040592792805786565 leaf_weight=1.9794575229752798 168.33176971925423 7.7466368686873457 8.6342652281746251 leaf_count=23 1832 79 341 internal_value=0 0.000143644 -0.00339709 internal_weight=0 176.078 10.6137 internal_count=2275 1911 364 is_linear=0 shrinkage=0.00369997 Tree=2786 num_leaves=3 num_cat=0 split_feature=4 52 split_gain=9.48337 10.7832 threshold=-0.49367499999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035956059695365413 4.4249209179699647e-05 -0.0003318508765003717 leaf_weight=11.805726435035465 167.44077565614134 13.587652753456494 leaf_count=116 1916 243 internal_value=0 1.59878e-05 internal_weight=0 181.028 internal_count=2275 2159 is_linear=0 shrinkage=0.000406297 Tree=2787 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=8.93714 14.1498 1.48398 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.088684999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046039752836330258 -8.1142632859813901e-05 0.0047056716081781916 -0.0038188143343146569 leaf_weight=1.9779952450189728 168.43495447706664 7.8378312119748434 8.4641257807379571 leaf_count=23 1832 79 341 internal_value=0 0.000132186 -0.00318465 internal_weight=0 176.273 10.4421 internal_count=2275 1911 364 is_linear=0 shrinkage=0.00348657 Tree=2788 num_leaves=4 num_cat=0 split_feature=52 13 0 split_gain=9.6634 7.2641 5.05568 threshold=0.18829500000000002 -0.45122499999999993 -0.14385499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031436519776993732 0.00046130463544850192 4.6590330180170673e-05 -0.0038032282869181139 leaf_weight=7.8997128913179031 3.8817219496704629 163.16513526742347 9.6468042628839594 leaf_count=63 28 1926 222 internal_value=0 0.000189946 -0.00258069 internal_weight=0 171.065 13.5285 internal_count=2239 1989 250 is_linear=0 shrinkage=0.00315789 Tree=2789 num_leaves=4 num_cat=0 split_feature=52 13 0 split_gain=9.5937 7.70478 5.10453 threshold=0.18829500000000002 -0.45122499999999993 -0.14385499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040172358066707263 5.8993273273693553e-05 4.8358601642705665e-06 -0.00047595178099823756 leaf_weight=8.1183863021433336 3.9709888459183267 167.70503625005949 9.7996357205556688 leaf_count=63 28 1926 222 internal_value=0 2.32032e-05 -0.000321823 internal_weight=0 175.823 13.7706 internal_count=2239 1989 250 is_linear=0 shrinkage=0.00039833 Tree=2790 num_leaves=4 num_cat=0 split_feature=52 3 0 split_gain=10.284 7.89699 5.04353 threshold=0.18829500000000002 0.15251000000000001 -0.14385499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3769231992262341e-06 5.0261281252561834e-05 0.00034555255831888185 -0.000488455934718877 leaf_weight=166.38578421319835 4.0040225610136977 11.838977564126251 10.06971700536087 leaf_count=1875 28 114 222 internal_value=0 2.52077e-05 -0.000335329 internal_weight=0 178.225 14.0737 internal_count=2239 1989 250 is_linear=0 shrinkage=0.000406297 Tree=2791 num_leaves=4 num_cat=0 split_feature=52 3 0 split_gain=10.0624 8.07613 5.29642 threshold=0.18829500000000002 0.15251000000000001 -0.14385499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2263484891794312e-07 5.9999667698643201e-05 0.00033217249315265602 -0.00046802433271086655 leaf_weight=170.23707320727408 4.0288423839956513 11.863629290834067 10.257644721190443 leaf_count=1875 28 114 222 internal_value=0 2.09041e-05 -0.000319238 internal_weight=0 182.101 14.2865 internal_count=2239 1989 250 is_linear=0 shrinkage=0.00039052 Tree=2792 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=7.77535 8.30593 threshold=0.048375000000000008 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.3033642259306118e-06 0.00025178441595682862 -0.00031632101615487013 leaf_weight=174.39517339016311 15.783401611726729 10.952928342274388 leaf_count=1935 123 234 internal_value=0 -1.18514e-05 internal_weight=0 185.348 internal_count=2292 2169 is_linear=0 shrinkage=0.00036078 Tree=2793 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=7.46481 7.69107 threshold=0.50678000000000012 0.083035000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0012161351716695e-05 0.00035690771526586027 -0.00038594765133624545 leaf_weight=182.83938723418396 9.372694537509231 8.1103623248636705 leaf_count=2097 120 75 internal_value=0 -6.84266e-06 internal_weight=0 190.95 internal_count=2292 2172 is_linear=0 shrinkage=0.00039833 Tree=2794 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=7.24116 7.753 threshold=0.50678000000000012 0.083035000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.6602676272098042e-06 0.00034066914549856929 -0.00037399618485881128 leaf_weight=182.07994002557825 9.2092995308339578 8.0437107346951944 leaf_count=2097 120 75 internal_value=0 -6.60731e-06 internal_weight=0 190.124 internal_count=2292 2172 is_linear=0 shrinkage=0.000382862 Tree=2795 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=7.23114 8.0575 threshold=0.048375000000000008 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3343330055873002e-05 0.00028188587952992779 -0.00034842644946562394 leaf_weight=173.73116942483466 15.391542680095879 10.775297158281317 leaf_count=1935 123 234 internal_value=0 -7.81812e-06 internal_weight=0 184.506 internal_count=2292 2169 is_linear=0 shrinkage=0.000406297 Tree=2796 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=9.38678 9.55031 threshold=-0.064634999999999984 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048326963419623886 5.5757789784523305e-05 -0.00022332836702382484 leaf_weight=5.697451611980795 167.8230023602955 21.024934675078839 leaf_count=45 1866 363 internal_value=0 2.4667e-05 internal_weight=0 188.848 internal_count=2274 2229 is_linear=0 shrinkage=0.00039052 Tree=2797 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=9.38727 9.59643 threshold=-0.064634999999999984 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052095178293461706 6.1638370125999343e-05 -0.00024118148097803136 leaf_weight=5.7199533358216277 167.49096824612934 21.030263847205788 leaf_count=45 1866 363 internal_value=0 2.78367e-05 internal_weight=0 188.521 internal_count=2274 2229 is_linear=0 shrinkage=0.000422711 Tree=2798 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=8.92576 9.42216 threshold=-0.064634999999999984 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049851832965472419 5.7909852533060495e-05 -0.0002334530063707988 leaf_weight=5.7351073995232573 170.35462646861561 21.444493662915193 leaf_count=45 1866 363 internal_value=0 2.53134e-05 internal_weight=0 191.799 internal_count=2274 2229 is_linear=0 shrinkage=0.000414422 Tree=2799 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=8.55497 12.1808 7.3478 threshold=0.09167500000000002 -0.077774999999999983 -0.058769999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6552972531777167e-05 3.6540167204404056e-05 0.00018235450365040805 -0.00046324951287143092 leaf_weight=107.72260697430465 9.4275089036673307 67.582025829935446 11.852802982321009 leaf_count=1325 41 586 322 internal_value=0 4.17038e-05 -0.000242001 internal_weight=0 175.305 21.2803 internal_count=2274 1911 363 is_linear=0 shrinkage=0.000422711 Tree=2800 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=7.25128 7.33231 threshold=0.089935000000000015 0.084905000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00067306826053033675 -0.0039872798418131373 -0.0024221790713775128 leaf_weight=173.27766860288102 6.0704912040382615 13.193011903669683 leaf_count=1978 45 235 internal_value=0 0.00045385 internal_weight=0 186.471 internal_count=2258 2213 is_linear=0 shrinkage=0.00400497 Tree=2801 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=6.92889 7.22213 threshold=0.089935000000000015 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0040169182577709048 -0.0046571660792964105 0.00072537129703416424 leaf_weight=7.6536670359782866 6.0723774153739205 178.78696704469621 leaf_count=126 45 2087 internal_value=0 0.000530302 internal_weight=0 186.441 internal_count=2258 2213 is_linear=0 shrinkage=0.00478631 Tree=2802 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=6.62043 7.01867 threshold=0.089935000000000015 0.084905000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062284673213389098 -0.0036605041352203564 -0.0022916017985712359 leaf_weight=173.27167163719423 6.0745747946202746 13.156774856033733 leaf_count=1978 45 235 internal_value=0 0.000416952 internal_weight=0 186.428 internal_count=2258 2213 is_linear=0 shrinkage=0.00384945 Tree=2803 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=6.47992 6.96463 threshold=-0.11377999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0031196729627918844 0.00015646155264202418 0.002476131456946298 leaf_weight=7.665875759208574 164.06145811802708 20.750069327885285 leaf_count=127 1941 190 internal_value=0 0.000417136 internal_weight=0 184.812 internal_count=2258 2131 is_linear=0 shrinkage=0.00377397 Tree=2804 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=11.8556 11.493 10.2629 threshold=0.099195000000000019 0.096380000000000007 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001206128221612392 0.0020320245782460083 -0.00095021327455461395 0.0028632175183644949 leaf_weight=103.16012432111893 40.520840321201831 24.045309169683605 7.7698971144855014 leaf_count=1626 381 186 21 internal_value=0 0.000921446 -0.000920654 internal_weight=0 64.5661 110.93 internal_count=2214 567 1647 is_linear=0 shrinkage=0.0034182 Tree=2805 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=13.5507 10.383 10.379 threshold=0.099195000000000019 0.096380000000000007 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014116290394363041 0.00023001243175972189 -8.7900787074534991e-05 0.00032327344160562057 leaf_weight=106.46941817074548 42.149460641201586 24.916228011250496 7.8633920662105075 leaf_count=1626 381 186 21 internal_value=0 0.00011191 -0.000109172 internal_weight=0 67.0657 114.333 internal_count=2214 567 1647 is_linear=0 shrinkage=0.00039052 Tree=2806 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=11.3919 11.017 9.85618 threshold=0.099195000000000019 0.096380000000000007 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011597093121822964 0.0019569608736914085 -0.00090504282334937468 0.0027616427022850287 leaf_weight=102.9413433909067 40.350965864490718 24.120941582135856 7.7214596569538108 leaf_count=1626 381 186 21 internal_value=0 0.000886245 -0.000885669 internal_weight=0 64.4719 110.663 internal_count=2214 567 1647 is_linear=0 shrinkage=0.00335118 Tree=2807 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=10.9166 10.5798 9.57806 threshold=0.099195000000000019 0.096380000000000007 0.087605000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059009601582448671 0.0020809346932676182 -0.00095538080692532737 -0.0042054822556942505 leaf_weight=99.681205642875284 40.156357484636828 24.178678590804338 10.656725664681288 leaf_count=1459 381 186 188 internal_value=0 0.000939868 -0.000939947 internal_weight=0 64.335 110.338 internal_count=2214 567 1647 is_linear=0 shrinkage=0.00362742 Tree=2808 num_leaves=4 num_cat=0 split_feature=157 1212 1 split_gain=9.8238 8.58374 5.04311 threshold=-0.084489999999999996 -1.0000000180025095e-35 0.10354000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050549236680923952 -0.00040704658914561233 6.128525770815498e-05 1.8363977860038853e-05 leaf_weight=7.1130395318614301 5.6708523065317413 178.32935690775048 4.0627419985830784 leaf_count=153 160 1903 31 internal_value=0 4.68106e-05 -0.000315348 internal_weight=0 184 11.1758 internal_count=2247 2063 184 is_linear=0 shrinkage=0.000375355 Tree=2809 num_leaves=3 num_cat=0 split_feature=1212 160 split_gain=7.3891 7.83862 threshold=-1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0039274123725983627 -0.003300321482937919 0.00053710504342182545 leaf_weight=5.3626981163397422 7.2747721968335091 176.4413662084844 leaf_count=160 165 1922 internal_value=0 0.000384824 internal_weight=0 183.716 internal_count=2247 2087 is_linear=0 shrinkage=0.00362742 Tree=2810 num_leaves=4 num_cat=0 split_feature=157 12 157 split_gain=9.76802 8.19895 2.97413 threshold=-0.084489999999999996 0.092355000000000007 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014913716254567565 0.00088598933647326093 -0.00096019598604295123 -0.0053657936771272204 leaf_weight=6.3296740705263801 136.96423843677621 41.146679817931727 4.4394296673126501 leaf_count=108 1442 621 76 internal_value=0 0.000459432 -0.00309522 internal_weight=0 178.111 10.7691 internal_count=2247 2063 184 is_linear=0 shrinkage=0.00362742 Tree=2811 num_leaves=4 num_cat=0 split_feature=157 402 1 split_gain=9.37329 8.6012 5.01059 threshold=-0.084489999999999996 0.088090000000000016 0.10354000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057741097090227231 7.4053218848038911e-05 -0.00032433222342038526 2.2896584076449562e-05 leaf_weight=7.008579890127292 174.29673356702551 10.674147068755699 4.0863891514018178 leaf_count=153 1826 237 31 internal_value=0 5.10324e-05 -0.000356652 internal_weight=0 184.971 11.095 internal_count=2247 2063 184 is_linear=0 shrinkage=0.000431165 Tree=2812 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=9.67432 14.2963 6.71002 threshold=0.080235000000000015 0.15891500000000003 -0.042754999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023900090604688724 -0.00016475438185585328 0.00016575419091556444 1.8332140820221335e-05 leaf_weight=27.295496483333409 76.444466271204874 24.282065593637526 67.138507031137124 leaf_count=218 1510 124 405 internal_value=0 -8.50626e-05 8.21503e-05 internal_weight=0 100.727 94.434 internal_count=2257 1634 623 is_linear=0 shrinkage=0.000375355 Tree=2813 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=8.52076 12.4458 threshold=0.13604000000000002 0.12933000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.1240477352326248e-05 0.0031342153986051204 -0.00545343849206327 leaf_weight=167.87268011108972 11.999673952115698 6.8767119905678546 leaf_count=2078 130 49 internal_value=0 -0.000283613 internal_weight=0 174.749 internal_count=2257 2127 is_linear=0 shrinkage=0.00392644 Tree=2814 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=9.29174 11.5205 7.98279 threshold=0.10098000000000001 0.099330000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001243495209272685 0.00021011670607123568 0.00024176582797161522 -9.1461264701906604e-05 leaf_weight=107.98964139714371 47.551064145285636 17.079954139888287 22.054196253884584 leaf_count=1629 421 58 149 internal_value=0 -7.43222e-05 0.000114564 internal_weight=0 125.07 69.6053 internal_count=2257 1687 570 is_linear=0 shrinkage=0.000414422 Tree=2815 num_leaves=3 num_cat=0 split_feature=376 147 split_gain=8.12345 7.4747 threshold=0.048375000000000008 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052712929783298548 0.0025161610272569248 0.0017115164812357576 leaf_weight=152.4037949325284 13.809469919651745 20.559983830899 leaf_count=2012 115 130 internal_value=0 -0.000260865 internal_weight=0 172.964 internal_count=2257 2142 is_linear=0 shrinkage=0.00348657 Tree=2816 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=9.82172 25.5596 10.3453 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033980984404586738 -0.00028125955288648319 0.00017461214071810667 9.5043461141428934e-05 leaf_weight=40.217650986392982 13.439310023793949 26.393384967464954 116.10402428614907 leaf_count=906 137 246 942 internal_value=0 -0.000135988 5.59687e-05 internal_weight=0 66.611 129.543 internal_count=2231 1152 1079 is_linear=0 shrinkage=0.000406297 Tree=2817 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=8.46806 24.7708 9.91307 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029873827498516628 -0.0025254430294905225 0.0016040805637235333 0.00081523056894845097 leaf_weight=38.626679365639575 13.026739568449555 25.755183220957406 112.30224475404248 leaf_count=906 137 246 942 internal_value=0 -0.00115069 0.000467668 internal_weight=0 64.3819 125.329 internal_count=2231 1152 1079 is_linear=0 shrinkage=0.00362742 Tree=2818 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=9.94791 12.6511 8.79441 threshold=1.0000000180025095e-35 -0.059114999999999994 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027228038536326275 2.6258583374372943e-05 9.3777606997202983e-05 0.00044347244881846588 leaf_weight=42.36073049902916 122.36119035677984 24.638338010758162 8.9314110926352424 leaf_count=1019 1001 133 78 internal_value=0 -0.000137677 5.47006e-05 internal_weight=0 66.9991 131.293 internal_count=2231 1152 1079 is_linear=0 shrinkage=0.000406297 Tree=2819 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=9.6833 24.9143 9.79153 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035703351967743008 -0.00028873192512129985 0.00018233268234622149 0.00010038836184384771 leaf_weight=39.965281902113929 13.389794312883167 26.439141891198233 116.2389322547242 leaf_count=906 137 246 942 internal_value=0 -0.000142292 6.01582e-05 internal_weight=0 66.4044 129.629 internal_count=2231 1152 1079 is_linear=0 shrinkage=0.000431165 Tree=2820 num_leaves=3 num_cat=0 split_feature=454 403 split_gain=8.34367 7.71576 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.004159398676248989 -0.0033851908763138532 0.00033110571530339057 leaf_weight=6.2861848520115009 7.977274424629285 175.61414134316146 leaf_count=53 268 1974 internal_value=0 0.000169293 internal_weight=0 183.591 internal_count=2295 2242 is_linear=0 shrinkage=0.00369997 Tree=2821 num_leaves=4 num_cat=0 split_feature=1 148 3 split_gain=8.24503 8.91078 2.6417 threshold=0.12500000000000003 -0.083779999999999979 0.13138000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0052962753045839393 0.0038887481318220598 -7.9304314432947193e-05 0.00066116358885945771 leaf_weight=5.8677760176360598 11.52532120049 165.22058111231308 7.1318033258430651 leaf_count=59 106 2045 85 internal_value=0 -0.0002588 0.00265692 internal_weight=0 171.088 18.6571 internal_count=2295 2104 191 is_linear=0 shrinkage=0.00416677 Tree=2822 num_leaves=4 num_cat=0 split_feature=1 148 3 split_gain=8.89722 8.10978 2.42875 threshold=0.12500000000000003 -0.083779999999999979 0.13138000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048960576589698076 0.00037720465939167165 -1.0444451688477626e-05 8.1366568537931896e-05 leaf_weight=6.0176468528807154 11.88486200803891 170.99571380240377 7.4676574710756531 leaf_count=59 106 2045 85 internal_value=0 -2.67848e-05 0.000263241 internal_weight=0 177.013 19.3525 internal_count=2295 2104 191 is_linear=0 shrinkage=0.000406297 Tree=2823 num_leaves=4 num_cat=0 split_feature=1 148 3 split_gain=8.51221 8.0856 2.50277 threshold=0.12500000000000003 -0.083779999999999979 0.13138000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000440378621436329 0.00033939566854892703 -7.4867003150584252e-06 6.684421517856946e-05 leaf_weight=6.0303914044052354 11.895260618533941 171.23450453742407 7.4122893745079628 leaf_count=59 106 2045 85 internal_value=0 -2.22591e-05 0.000234931 internal_weight=0 177.265 19.3075 internal_count=2295 2104 191 is_linear=0 shrinkage=0.000367995 Tree=2824 num_leaves=4 num_cat=0 split_feature=457 376 1 split_gain=7.99265 8.19501 6.1153 threshold=0.069910000000000014 1.0000000180025095e-35 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0345975758690339e-05 3.5809312266459363e-05 0.00030427537379701191 0.00038265063572755665 leaf_weight=152.29231458215509 16.933643260970712 11.777303365524856 15.3902525822632 leaf_count=1987 94 83 109 internal_value=0 -1.55757e-05 0.000201078 internal_weight=0 164.07 32.3239 internal_count=2273 2070 203 is_linear=0 shrinkage=0.00039833 Tree=2825 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=7.74155 12.5842 11.4964 threshold=0.086380000000000012 0.0066400000000000009 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028433518742234856 -0.0035377369499461032 0.0023975284170064345 0.002314709954029855 leaf_weight=103.08823157619918 22.679454228375107 54.338694008183666 9.7498986367136222 leaf_count=1501 226 481 65 internal_value=0 0.000641536 -0.00177787 internal_weight=0 157.427 32.4294 internal_count=2273 1982 291 is_linear=0 shrinkage=0.00451024 Tree=2826 num_leaves=3 num_cat=0 split_feature=41 43 split_gain=7.58791 9.05572 threshold=0.083035000000000012 0.12486500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011621254736044089 -0.0037003804284601082 0.0035913543251844407 leaf_weight=169.83050037472276 7.3913724645972243 12.385908043012021 leaf_count=2048 73 152 internal_value=0 0.000352782 internal_weight=0 182.216 internal_count=2273 2200 is_linear=0 shrinkage=0.00392644 Tree=2827 num_leaves=4 num_cat=0 split_feature=128 480 42 split_gain=7.53966 7.19405 0.531273 threshold=0.086435000000000012 1.0000000180025095e-35 -0.093754999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045578926601405194 -0.0046564815118318769 -0.0032250504723607075 -0.0024972675180967197 leaf_weight=176.03639299911447 3.542493189277593 7.2565467189997426 2.7442629099823526 leaf_count=1935 91 184 63 internal_value=0 0.000309745 -0.00372437 internal_weight=0 183.293 6.28676 internal_count=2273 2119 154 is_linear=0 shrinkage=0.00362742 Tree=2828 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=9.83142 12.245 11.9582 threshold=1.0000000180025095e-35 0.030370000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032140122020287153 0.00012784612313975697 -0.00021800679305979375 3.5546652440092453e-05 leaf_weight=27.295249236747622 112.53468536003493 19.866679309634492 35.791744840098545 leaf_count=574 811 299 591 internal_value=0 7.59273e-05 -0.000118941 internal_weight=0 132.401 63.087 internal_count=2275 1110 1165 is_linear=0 shrinkage=0.000406297 Tree=2829 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=8.75106 9.70856 threshold=-0.5138299999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038885900045322851 -0.00091485950033091501 0.0008311564429621587 leaf_weight=6.6333689615130416 59.661440545343794 123.864683226333 leaf_count=174 1090 1011 internal_value=0 0.000263518 internal_weight=0 183.526 internal_count=2275 2101 is_linear=0 shrinkage=0.0035563 Tree=2830 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=8.52602 9.39735 threshold=-0.5138299999999999 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0049223589719007456 -0.00042784992025438344 0.0017084726890373245 leaf_weight=6.4984137946739784 118.50419661134947 64.761417940724641 leaf_count=174 1588 513 internal_value=0 0.000327172 internal_weight=0 183.266 internal_count=2275 2101 is_linear=0 shrinkage=0.00451024 Tree=2831 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=10.7185 15.8744 12.5381 threshold=1.0000000180025095e-35 -0.084804999999999978 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038668323330771004 0.00013338506591378772 4.060543270321665e-05 -0.00022586564862356196 leaf_weight=25.885628729709424 114.34166721557267 38.806782036786899 20.447675227886066 leaf_count=544 811 621 299 internal_value=0 -0.000130431 7.88621e-05 internal_weight=0 64.6924 134.789 internal_count=2275 1165 1110 is_linear=0 shrinkage=0.000422711 Tree=2832 num_leaves=4 num_cat=0 split_feature=47 4 1 split_gain=6.91431 9.99014 9.64933 threshold=0.086380000000000012 -0.049024999999999992 0.077845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011130950831915824 0.00024123409138856181 -0.00031259374222871665 9.5426961479960879e-05 leaf_weight=64.65288774529472 7.0932795163244 26.232259607408196 96.811998306307942 leaf_count=1113 38 259 853 internal_value=0 -0.000194642 1.26433e-05 internal_weight=0 33.3255 161.465 internal_count=2263 297 1966 is_linear=0 shrinkage=0.000414422 Tree=2833 num_leaves=4 num_cat=0 split_feature=131 43 16 split_gain=5.96432 6.90817 4.022 threshold=0.088495000000000004 -0.077644999999999978 -0.0030599999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010539373866838009 -0.00089484370744718383 -0.00059462792650425453 -0.0049740058428082452 leaf_weight=60.212684218888171 9.1075016739778203 112.14168070291635 6.3005255321040741 leaf_count=679 207 1266 111 internal_value=0 -1.86421e-05 -0.00256695 internal_weight=0 172.354 15.408 internal_count=2263 1945 318 is_linear=0 shrinkage=0.00392644 Tree=2834 num_leaves=4 num_cat=0 split_feature=47 4 16 split_gain=7.765 9.76639 7.60196 threshold=0.086380000000000012 -0.049024999999999992 -0.47443499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026786673835531632 0.0022865415691261911 -0.0032153469647388522 -0.00017563756146638963 leaf_weight=17.535484130028635 6.8104058634489766 25.479097398230806 137.8065775684081 leaf_count=162 38 259 1804 internal_value=0 -0.00205424 0.000146855 internal_weight=0 32.2895 155.342 internal_count=2263 297 1966 is_linear=0 shrinkage=0.00408507 Tree=2835 num_leaves=4 num_cat=0 split_feature=47 4 1 split_gain=7.43963 9.35395 7.53384 threshold=0.086380000000000012 -0.049024999999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011176926631155726 0.0025276925973069962 -0.0035470052729767 0.00096420215195140452 leaf_weight=59.840926617733203 6.7829726915806523 25.42822751449421 95.423758355900645 leaf_count=1091 38 259 875 internal_value=0 -0.00226707 0.000161775 internal_weight=0 32.2112 155.265 internal_count=2263 297 1966 is_linear=0 shrinkage=0.00460045 Tree=2836 num_leaves=4 num_cat=0 split_feature=1 128 15 split_gain=7.35307 9.38008 1.47625 threshold=0.13522500000000001 0.086435000000000012 -0.072714999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1375854220448963e-06 0.00047005939093869206 -0.00054513967844626752 0.00016962264464447099 leaf_weight=175.53712349256966 5.6785849502775818 5.7069471716531543 5.6066046562045795 leaf_count=2013 102 150 35 internal_value=0 -2.31651e-05 0.000321338 internal_weight=0 181.244 11.2852 internal_count=2300 2163 137 is_linear=0 shrinkage=0.000414422 Tree=2837 num_leaves=4 num_cat=0 split_feature=1 128 15 split_gain=7.09562 9.40282 1.55016 threshold=0.13522500000000001 0.086435000000000012 -0.072469999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4632103749810725e-06 0.00044296664489818725 -0.00051469886365500738 0.00015065550326168027 leaf_weight=175.31734528730158 5.6077776565216482 5.7140111796325064 5.5017103850841504 leaf_count=2013 103 150 34 internal_value=0 -2.25576e-05 0.000298713 internal_weight=0 181.031 11.1095 internal_count=2300 2163 137 is_linear=0 shrinkage=0.00039052 Tree=2838 num_leaves=4 num_cat=0 split_feature=128 42 133 split_gain=6.68362 7.10258 0.680581 threshold=0.086435000000000012 0.091695000000000013 -0.0087149999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049681135359822362 -0.0023735613021365095 -0.0016377330991240919 -0.0051440897535718413 leaf_weight=147.99327250663191 2.4261963461758569 31.541732811601833 4.0084544383571474 leaf_count=1650 56 494 100 internal_value=0 0.000121668 -0.00410957 internal_weight=0 179.535 6.43465 internal_count=2300 2144 156 is_linear=0 shrinkage=0.00408507 Tree=2839 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=6.51844 9.14999 1.59036 threshold=0.13522500000000001 0.11926500000000002 -0.072469999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9327361819309294e-05 0.0040475114512728595 -0.004404685963191146 0.0012964281852554872 leaf_weight=168.94871923240134 5.3271035109646618 6.2501347782090297 5.3371181180700642 leaf_count=2105 103 58 34 internal_value=0 -0.000185879 0.00267546 internal_weight=0 175.199 10.6642 internal_count=2300 2163 137 is_linear=0 shrinkage=0.0035563 Tree=2840 num_leaves=4 num_cat=0 split_feature=480 4 13 split_gain=7.36293 6.11418 0.95752 threshold=0.084710000000000021 0.27467500000000006 -0.073574999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4461671904581421e-05 -0.00024000985162141836 0.0001970929269622768 -0.00053289105237595662 leaf_weight=158.11805927648675 3.4072352575603873 25.100108977407217 3.7991433918941757 leaf_count=1847 101 234 64 internal_value=0 1.45379e-05 -0.000395414 internal_weight=0 183.218 7.20638 internal_count=2246 2081 165 is_linear=0 shrinkage=0.00039833 Tree=2841 num_leaves=4 num_cat=0 split_feature=480 453 13 split_gain=7.21956 6.16496 0.945716 threshold=0.084710000000000021 1.0000000180025095e-35 -0.073574999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002802838201348578 -0.0021732884555945966 -0.0031439106188716199 -0.004872543142358199 leaf_weight=170.71510826458689 3.2545736255124211 7.1916037569753817 3.7048897292697793 leaf_count=2022 101 59 64 internal_value=0 0.000141544 -0.00361964 internal_weight=0 177.907 6.95946 internal_count=2246 2081 165 is_linear=0 shrinkage=0.00362742 Tree=2842 num_leaves=4 num_cat=0 split_feature=480 41 13 split_gain=6.98157 6.10701 0.943676 threshold=0.084710000000000021 0.085095000000000018 -0.073574999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032072455398808765 -0.0026046510331673256 -0.0042433056605460052 -0.005908991218765907 leaf_weight=172.0033160863677 3.2365576843731105 5.9108707774430505 3.6413706646999335 leaf_count=2021 101 60 64 internal_value=0 0.000168654 -0.00436558 internal_weight=0 177.914 6.87793 internal_count=2246 2081 165 is_linear=0 shrinkage=0.00442181 Tree=2843 num_leaves=4 num_cat=0 split_feature=480 453 1456 split_gain=6.75106 5.89449 0.767847 threshold=0.084710000000000021 1.0000000180025095e-35 0.085275000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036461588846427664 -0.0032910743215262459 -0.0041424435794719158 -0.0066269489506960667 leaf_weight=170.69425315596163 3.8164633470587424 7.1890589883550993 2.9813467648345977 leaf_count=2022 90 59 75 internal_value=0 0.00018204 -0.00476857 internal_weight=0 177.883 6.79781 internal_count=2246 2081 165 is_linear=0 shrinkage=0.00488203 Tree=2844 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=7.47935 8.44743 2.04063 threshold=0.12419000000000001 0.11951500000000001 0.071395000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8857748194508388e-05 0.00038825513714656993 -0.00052150118842752191 0.00010698935737873711 leaf_weight=161.57549678382929 8.743318974971773 6.7216426790691903 10.637431591283528 leaf_count=1967 54 48 154 internal_value=0 -4.85904e-05 0.000234135 internal_weight=0 168.297 19.3808 internal_count=2223 2015 208 is_linear=0 shrinkage=0.000431165 Tree=2845 num_leaves=4 num_cat=0 split_feature=1456 151 16 split_gain=8.57023 8.18338 0.000988039 threshold=-1.0000000180025095e-35 0.12866000000000002 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044008410272523217 -1.7073188061330666e-05 0.00045544264016387099 -0.00049041513426927399 leaf_weight=4.1401019074255592 174.40570753533393 6.2487568361684671 2.75799154501874 leaf_count=148 1990 33 52 internal_value=0 -6.82678e-07 -0.000461505 internal_weight=0 180.654 6.89809 internal_count=2223 2023 200 is_linear=0 shrinkage=0.000406297 Tree=2846 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=8.22825 8.02934 threshold=-1.0000000180025095e-35 0.12866000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046900723564034639 -1.9906793455743768e-05 0.00045737117263803189 leaf_weight=6.7414781079860395 174.18760290171485 6.2525916174054137 leaf_count=200 1990 33 internal_value=0 -3.32158e-06 internal_weight=0 180.44 internal_count=2223 2023 is_linear=0 shrinkage=0.000414422 Tree=2847 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=7.83914 8.16523 threshold=-1.0000000180025095e-35 0.12866000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0047094876913605236 -0.00020407757678314137 0.0046864548343129369 leaf_weight=6.4336426389636463 169.79252083413303 6.122552288696169 leaf_count=200 1990 33 internal_value=0 -3.33773e-05 internal_weight=0 175.915 internal_count=2223 2023 is_linear=0 shrinkage=0.00416677 Tree=2848 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=8.80899 14.7126 6.34961 threshold=0.09167500000000002 0.088235000000000022 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013440288854764737 -0.0041122263620084441 0.005814403275921338 0.0017218152467571167 leaf_weight=160.44182604656089 15.356892001582311 9.8269214727915806 5.0265066009014836 leaf_count=1763 340 164 19 internal_value=0 0.000462835 -0.0026733 internal_weight=0 170.269 20.3834 internal_count=2286 1927 359 is_linear=0 shrinkage=0.00451024 Tree=2849 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=8.47012 13.7548 6.57743 threshold=0.09167500000000002 0.088235000000000022 -0.25516999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011667221581380321 0.00097385139465977304 0.0049488702904211977 -0.00391038651035197 leaf_weight=160.43800134316552 6.5127673312090364 10.020778397563843 13.716960452264173 leaf_count=1763 37 164 322 internal_value=0 0.000401266 -0.00233852 internal_weight=0 170.459 20.2297 internal_count=2286 1927 359 is_linear=0 shrinkage=0.00400497 Tree=2850 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=8.46032 10.5992 6.23834 threshold=0.09167500000000002 0.088235000000000022 -0.25516999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.385973549161039e-05 8.9456018538501374e-05 0.00042164710696465532 -0.00037766181518580769 leaf_weight=166.29280156159075 6.6408952269703176 10.74919245415367 14.252232268219812 leaf_count=1763 37 164 322 internal_value=0 3.86615e-05 -0.000229242 internal_weight=0 177.042 20.8931 internal_count=2286 1927 359 is_linear=0 shrinkage=0.00039833 Tree=2851 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=8.15404 10.6091 6.14365 threshold=0.09167500000000002 0.088235000000000022 -0.25516999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3536233786206632e-05 9.0535735870360496e-05 0.00041270369657810541 -0.00036416713937264481 leaf_weight=167.35273967770627 6.6272362810559597 10.791384322335942 14.267851779004557 leaf_count=1763 37 164 322 internal_value=0 3.77581e-05 -0.000219999 internal_weight=0 178.144 20.8951 internal_count=2286 1927 359 is_linear=0 shrinkage=0.00039052 Tree=2852 num_leaves=3 num_cat=0 split_feature=456 51 split_gain=7.9622 6.88624 threshold=0.087485000000000021 -0.40274499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000423023638290355 -0.00037065183421434268 2.2412467784978225e-05 leaf_weight=5.6650804113596669 9.2139290159102512 176.43207637604792 leaf_count=84 128 2053 internal_value=0 8.51196e-06 internal_weight=0 182.097 internal_count=2265 2137 is_linear=0 shrinkage=0.00039833 Tree=2853 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=7.91368 7.98718 threshold=0.087485000000000021 0.088350000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9954525371657165e-05 -0.00037717797529650672 0.00026738078082068925 leaf_weight=165.73591392685194 9.2438660438638163 17.653502028435469 leaf_count=2042 128 95 internal_value=0 7.73001e-06 internal_weight=0 183.389 internal_count=2265 2137 is_linear=0 shrinkage=0.000406297 Tree=2854 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=7.73922 7.82435 threshold=0.087485000000000021 0.088350000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8938297533582848e-05 -0.00035632389051506617 0.00025391276102890614 leaf_weight=166.80474942951696 9.3623169534839672 17.712683896068484 leaf_count=2042 128 95 internal_value=0 7.2775e-06 internal_weight=0 184.517 internal_count=2265 2137 is_linear=0 shrinkage=0.00039052 Tree=2855 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=8.21661 7.79056 threshold=0.087485000000000021 0.088350000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018315156584970511 -0.0038377540600370015 0.0026482461537626874 leaf_weight=160.3351371678873 8.9454592424444836 17.24627072783187 leaf_count=2042 128 95 internal_value=0 9.20819e-05 internal_weight=0 177.581 internal_count=2265 2137 is_linear=0 shrinkage=0.00400497 Tree=2856 num_leaves=4 num_cat=0 split_feature=484 131 49 split_gain=9.83399 7.66589 2.2589 threshold=-1.0000000180025095e-35 0.078765000000000016 -0.053904999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2209025372659577e-05 3.1006403942496715e-05 -0.00026067289645743204 -0.00045731180792949025 leaf_weight=2.6507164612412444 155.96529635216575 17.934516615699977 10.919773459434508 leaf_count=22 1580 313 337 internal_value=0 8.9982e-07 -0.000372474 internal_weight=0 173.9 13.5705 internal_count=2252 1893 359 is_linear=0 shrinkage=0.000422711 Tree=2857 num_leaves=4 num_cat=0 split_feature=484 131 49 split_gain=9.53942 8.00966 2.79542 threshold=-1.0000000180025095e-35 0.078765000000000016 -0.054509999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051599009852578944 0.00032201350865726177 -0.0027345823704939022 -0.0046737875087180204 leaf_weight=2.2666541058570138 150.82258970587282 17.238554388284683 10.726762982900253 leaf_count=20 1580 313 339 internal_value=0 8.21395e-06 -0.00376902 internal_weight=0 168.061 12.9934 internal_count=2252 1893 359 is_linear=0 shrinkage=0.0042501 Tree=2858 num_leaves=4 num_cat=0 split_feature=484 131 49 split_gain=9.24748 7.68282 2.7415 threshold=-1.0000000180025095e-35 0.078765000000000016 -0.054509999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044808579056963507 0.00027954120259484402 -0.002383464262271426 -0.0041223615001735178 leaf_weight=2.2661890331655732 150.81460252997931 17.169572114013135 10.558985526557079 leaf_count=20 1580 313 339 internal_value=0 7.11691e-06 -0.0033153 internal_weight=0 167.984 12.8252 internal_count=2252 1893 359 is_linear=0 shrinkage=0.00377397 Tree=2859 num_leaves=4 num_cat=0 split_feature=484 131 49 split_gain=8.96314 7.39118 2.68814 threshold=-1.0000000180025095e-35 0.088910000000000017 -0.054509999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048381590857013662 0.0002601186465665916 -0.0030189497606460717 -0.0045203745288282552 leaf_weight=2.2657381109893313 154.99909610993927 12.911083525046704 10.395035229506901 leaf_count=20 1620 273 339 internal_value=0 7.66734e-06 -0.00362546 internal_weight=0 167.91 12.6608 internal_count=2252 1893 359 is_linear=0 shrinkage=0.00416677 Tree=2860 num_leaves=3 num_cat=0 split_feature=133 52 split_gain=7.9338 8.14284 threshold=-0.39935999999999994 -0.53299999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041099789557067548 -0.00042751065828716575 5.7082090784926987e-05 leaf_weight=6.0139342967886469 5.4198960016947231 190.92801345523912 leaf_count=127 137 2021 internal_value=0 4.36654e-05 internal_weight=0 196.348 internal_count=2285 2158 is_linear=0 shrinkage=0.00039052 Tree=2861 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=8.25167 8.34723 threshold=-0.39935999999999994 -0.10065499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044787594368697468 0.00025334793348838627 1.0242053638236816e-05 leaf_weight=6.1942719825310624 29.696441997308284 167.46373762562871 leaf_count=127 200 1958 internal_value=0 4.68799e-05 internal_weight=0 197.16 internal_count=2285 2158 is_linear=0 shrinkage=0.000422711 Tree=2862 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=7.45929 7.57029 threshold=-0.39935999999999994 -0.095439999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0045884622099098705 0.0024738829718804404 0.00010470233396375002 leaf_weight=5.7893218185054129 31.607185338623822 158.68903484137263 leaf_count=127 241 1917 internal_value=0 0.000498419 internal_weight=0 190.296 internal_count=2285 2158 is_linear=0 shrinkage=0.00442181 Tree=2863 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=7.3477 7.61798 threshold=-0.53299999999999992 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0043758731211379857 -0.0041142248958712345 0.00057735934006844102 leaf_weight=5.2092225259402758 5.7041665047872803 184.98543893633178 leaf_count=140 124 2021 internal_value=0 0.00043662 internal_weight=0 190.69 internal_count=2285 2145 is_linear=0 shrinkage=0.00400497 Tree=2864 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=11.3167 9.38266 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059309585052044354 1.9938501292052486e-05 0.00045982953544559626 leaf_weight=5.1468984938692293 181.0641418977757 9.080551191698758 leaf_count=84 2106 96 internal_value=0 4.099e-05 internal_weight=0 190.145 internal_count=2286 2202 is_linear=0 shrinkage=0.000422711 Tree=2865 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=11.1242 8.951 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0071874364614976979 0.00025727353324963735 0.0055403622247249609 leaf_weight=4.9596186669077715 174.89147076848894 8.6655644373968226 leaf_count=84 2106 96 internal_value=0 0.000507234 internal_weight=0 183.557 internal_count=2286 2202 is_linear=0 shrinkage=0.00507927 Tree=2866 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=10.8205 8.70992 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0055374730454219468 0.00019441225124846269 0.0042526638652438378 leaf_weight=4.8658286306308574 174.89885522593977 8.533028601203112 leaf_count=84 2106 96 internal_value=0 0.00038362 internal_weight=0 183.432 internal_count=2286 2202 is_linear=0 shrinkage=0.00392644 Tree=2867 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=10.5259 8.4744 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0060936140606915098 0.00020982420359877559 0.0046618571780846895 leaf_weight=4.7735666822409248 174.90611977357185 8.4030602877028269 leaf_count=84 2106 96 internal_value=0 0.000414374 internal_weight=0 183.309 internal_count=2286 2202 is_linear=0 shrinkage=0.00433511 Tree=2868 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=8.97654 8.67979 threshold=0.078475000000000017 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00077762194167462243 -0.0035946291499192396 -0.0041876126572852994 leaf_weight=167.01316247379873 11.215256315656005 7.4639435866847625 leaf_count=2076 105 90 internal_value=0 0.00056478 internal_weight=0 174.477 internal_count=2271 2166 is_linear=0 shrinkage=0.00451024 Tree=2869 num_leaves=4 num_cat=0 split_feature=403 133 1 split_gain=9.19935 8.24137 0.412536 threshold=-0.092224999999999988 0.064285000000000009 0.09036000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046069718724227841 -6.2668612062732622e-08 0.00022310693869507278 -0.00023332316230061524 leaf_weight=6.6145410242024791 146.5133976774523 38.918429392622784 1.9949386790394781 leaf_count=232 1425 570 44 internal_value=0 4.67943e-05 -0.000408644 internal_weight=0 185.432 8.60948 internal_count=2271 1995 276 is_linear=0 shrinkage=0.000431165 Tree=2870 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=8.59282 8.30215 threshold=0.078475000000000017 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00075903105699490886 -0.0035215724975277423 -0.0041012335820328908 leaf_weight=167.17209114547586 11.195365666411815 7.4499787399545303 leaf_count=2076 105 90 internal_value=0 0.00055125 internal_weight=0 174.622 internal_count=2271 2166 is_linear=0 shrinkage=0.00451024 Tree=2871 num_leaves=4 num_cat=0 split_feature=403 133 16 split_gain=8.77257 8.05883 0.447376 threshold=-0.092224999999999988 0.064285000000000009 -0.092714999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021180599560581401 1.1588153063306027e-06 0.0002184346955639695 -0.00044987872519685663 leaf_weight=1.8735873200930653 144.8424303206848 38.620667946990579 6.4311207409482432 leaf_count=42 1425 570 234 internal_value=0 4.69154e-05 -0.000396777 internal_weight=0 183.463 8.30471 internal_count=2271 1995 276 is_linear=0 shrinkage=0.000422711 Tree=2872 num_leaves=3 num_cat=0 split_feature=52 130 split_gain=8.94383 7.46872 threshold=-0.5138299999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041672616608566385 3.73869630282382e-05 -0.00032315011016998985 leaf_weight=7.0936274155974379 180.65990285028238 8.8150920612970349 leaf_count=176 1851 270 internal_value=0 2.05825e-05 internal_weight=0 189.475 internal_count=2297 2121 is_linear=0 shrinkage=0.000382862 Tree=2873 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=8.33617 7.39842 threshold=-0.5138299999999999 -0.11377999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043184810000546596 -0.00038404074975867272 3.5827534790026398e-05 leaf_weight=6.6751411977456874 6.8927251314744344 181.94993698573671 leaf_count=176 114 2007 internal_value=0 2.04651e-05 internal_weight=0 188.843 internal_count=2297 2121 is_linear=0 shrinkage=0.00039833 Tree=2874 num_leaves=3 num_cat=0 split_feature=52 48 split_gain=8.03733 8.35865 threshold=-0.5138299999999999 0.11951500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0040054443612105965 0.00040595054652468995 -0.002752587766727719 leaf_weight=6.4387093946570522 171.15057000290835 12.274704240728168 leaf_count=176 2041 80 internal_value=0 0.000194319 internal_weight=0 183.425 internal_count=2297 2121 is_linear=0 shrinkage=0.00369997 Tree=2875 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=8.50571 7.68026 threshold=-0.5138299999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045808015992157504 -0.00016898308444687003 6.0649783941621018e-05 leaf_weight=6.7771350806578985 31.082276694360189 159.44418112921994 leaf_count=176 603 1518 internal_value=0 2.31746e-05 internal_weight=0 190.526 internal_count=2297 2121 is_linear=0 shrinkage=0.000422711 Tree=2876 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=8.34422 7.41723 threshold=-0.22665999999999997 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0005022529649707574 -3.7836200567428729e-05 0.00013738714212417353 leaf_weight=6.371439427137374 124.28062295186101 62.259342720266432 leaf_count=21 1706 540 internal_value=0 2.06542e-05 internal_weight=0 186.54 internal_count=2267 2246 is_linear=0 shrinkage=0.000414422 Tree=2877 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=8.1976 6.45589 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0049617150403271039 -0.0035112712296162135 0.00037578685229476669 leaf_weight=6.2678986489772788 7.4147402541129841 174.68977014010306 leaf_count=21 219 2027 internal_value=0 0.000217166 internal_weight=0 182.105 internal_count=2267 2246 is_linear=0 shrinkage=0.00408507 Tree=2878 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=8.08049 7.64798 threshold=-0.22665999999999997 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004683778896561425 -3.4905571993283642e-05 0.00013089478827394939 leaf_weight=6.3309291191399089 126.80425176472636 63.741297740489244 leaf_count=21 1706 540 internal_value=0 2.05655e-05 internal_weight=0 190.546 internal_count=2267 2246 is_linear=0 shrinkage=0.00039052 Tree=2879 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=7.90539 6.24659 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0053981744719276996 -0.0038406257157267455 0.00040554644067483436 leaf_weight=6.2185867913067332 7.3246524766436769 174.84679547999986 leaf_count=21 219 2027 internal_value=0 0.000234434 internal_weight=0 182.171 internal_count=2267 2246 is_linear=0 shrinkage=0.00451024 Tree=2880 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=7.99112 9.1669 threshold=-1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046512916508017929 -0.0001393800793303519 4.8435527852855351e-05 leaf_weight=5.7649699256289741 67.372410575859249 118.018263931619 leaf_count=69 1046 1155 internal_value=0 -1.98254e-05 internal_weight=0 185.391 internal_count=2270 2201 is_linear=0 shrinkage=0.000406297 Tree=2881 num_leaves=4 num_cat=0 split_feature=457 1 48 split_gain=8.00649 7.77085 4.17314 threshold=0.080930000000000016 0.10098000000000001 0.014805 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010552581168454877 -5.2859234660429986e-06 7.7220157336842159e-05 0.00030321003280223331 leaf_weight=101.95495504967403 11.202356151770802 57.855661024805158 18.33882942609489 leaf_count=1582 92 499 97 internal_value=0 -3.93656e-05 0.000186297 internal_weight=0 159.811 29.5412 internal_count=2270 2081 189 is_linear=0 shrinkage=0.00039833 Tree=2882 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=7.90447 9.45846 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045106951153150109 -0.00018702777482096147 5.0579108984330334e-05 leaf_weight=6.0813992510084054 32.086901912465692 154.48049251025077 leaf_count=115 630 1525 internal_value=0 9.69919e-06 internal_weight=0 186.567 internal_count=2270 2155 is_linear=0 shrinkage=0.00039833 Tree=2883 num_leaves=4 num_cat=0 split_feature=457 43 48 split_gain=7.62236 7.64129 4.16454 threshold=0.080930000000000016 -0.074459999999999985 0.014805 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078115125502862116 -0.00010847176639372021 -0.0011593234170331709 0.0032217275471922249 leaf_weight=59.550843592383899 10.889264498371633 95.284812086611055 17.963613170199096 leaf_count=819 92 1262 97 internal_value=0 -0.000412999 0.00196565 internal_weight=0 154.836 28.8529 internal_count=2270 2081 189 is_linear=0 shrinkage=0.0042501 Tree=2884 num_leaves=4 num_cat=0 split_feature=401 41 2 split_gain=7.39438 6.01138 2.11642 threshold=0.083100000000000021 0.083035000000000012 0.097110000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011576285084710494 -0.0051086270054067238 -0.003859394753425342 -0.00085619942610579234 leaf_weight=167.92693548259558 7.5458314460702223 7.7637612940743557 3.2934434213675559 leaf_count=1991 178 73 51 internal_value=0 -6.02993e-05 -0.00382033 internal_weight=0 175.691 10.8393 internal_count=2293 2064 229 is_linear=0 shrinkage=0.00442181 Tree=2885 num_leaves=4 num_cat=0 split_feature=401 4 2 split_gain=7.19043 5.77259 0.872512 threshold=0.087110000000000007 0.27467500000000006 0.090845000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045060748627575805 -0.0055405868126875858 0.0019398349397488483 -0.0024582382274637654 leaf_weight=149.81966797017958 5.8246007761917991 27.351049632532522 3.3648554850369692 leaf_count=1859 145 233 56 internal_value=0 -8.14094e-05 -0.00441938 internal_weight=0 177.171 9.18946 internal_count=2293 2092 201 is_linear=0 shrinkage=0.00478631 Tree=2886 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=9.04672 8.82494 4.06191 threshold=0.27467500000000006 -0.097839999999999996 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004428762919444946 0.00027637557819060177 -7.8345789795039369e-05 -5.5845661310796087e-05 leaf_weight=5.5288633825257412 21.358783029485497 160.47237999213394 8.4791934858076257 leaf_count=25 174 2015 79 internal_value=0 -6.0937e-05 0.000181991 internal_weight=0 166.001 29.838 internal_count=2293 2040 253 is_linear=0 shrinkage=0.000406297 Tree=2887 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=8.01008 9.55362 4.00485 threshold=0.27467500000000006 -0.097839999999999996 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045298214195324451 0.00026286394854276208 -7.5902697270174304e-05 -6.3101427529512787e-05 leaf_weight=5.5932862740010014 20.736814984120432 157.57969577412587 8.3919591726735216 leaf_count=25 174 2015 79 internal_value=0 -5.77226e-05 0.000168974 internal_weight=0 163.173 29.1288 internal_count=2293 2040 253 is_linear=0 shrinkage=0.00039833 Tree=2888 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=6.98405 6.62396 threshold=0.11182000000000002 0.081560000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002102746799595996 -0.004272320953532107 -0.0037056655497530555 leaf_weight=168.9421348212054 7.3951589433709151 8.5085466178134066 leaf_count=2066 120 84 internal_value=0 2.21316e-05 internal_weight=0 177.451 internal_count=2270 2150 is_linear=0 shrinkage=0.00433511 Tree=2889 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=7.35088 10.2016 7.53054 threshold=0.10098000000000001 1.0000000180025095e-35 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9608516520128507e-05 0.00018876689355828958 0.00046788823346340168 -0.00011983297132474485 leaf_weight=119.04809775674948 46.09181129001081 5.6821130476891986 19.235080537386239 leaf_count=1681 434 17 138 internal_value=0 -7.36884e-05 9.78932e-05 internal_weight=0 124.73 65.3269 internal_count=2270 1698 572 is_linear=0 shrinkage=0.000414422 Tree=2890 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=6.70484 6.34282 threshold=0.11182000000000002 0.081560000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020534818585511168 -0.0041938278503686633 -0.003629979397095153 leaf_weight=169.03324659838108 7.367230200325138 8.4924994120374304 leaf_count=2066 120 84 internal_value=0 2.15027e-05 internal_weight=0 177.526 internal_count=2270 2150 is_linear=0 shrinkage=0.00433511 Tree=2891 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=6.43603 6.07493 threshold=0.11182000000000002 0.081560000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022606103023224382 -0.0046365764348792228 -0.0040053719476569856 leaf_weight=169.03923931141617 7.3368281773291519 8.4737825123593193 leaf_count=2066 120 84 internal_value=0 2.36598e-05 internal_weight=0 177.513 internal_count=2270 2150 is_linear=0 shrinkage=0.00488203 Tree=2892 num_leaves=3 num_cat=0 split_feature=13 402 split_gain=8.29995 10.7016 threshold=-0.24689499999999998 0.086350000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031460538652151513 2.6418242332979733e-05 -0.00038036065148743941 leaf_weight=15.068539608269928 171.16522017342504 11.367278630379586 leaf_count=121 1909 230 internal_value=0 1.04881e-06 internal_weight=0 182.532 internal_count=2260 2139 is_linear=0 shrinkage=0.000406297 Tree=2893 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=9.74417 12.7139 8.03901 threshold=0.08826500000000001 0.23458500000000002 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017561053864095254 0.00012348973912234393 0.00028445204114720346 -0.00027870785373418567 leaf_weight=59.839444955578074 117.57178345648572 12.446871589869259 9.1852577957324666 leaf_count=1001 1005 97 157 internal_value=0 -9.63389e-05 9.43075e-05 internal_weight=0 72.2863 126.757 internal_count=2260 1098 1162 is_linear=0 shrinkage=0.000414422 Tree=2894 num_leaves=3 num_cat=0 split_feature=13 402 split_gain=8.75387 10.7243 threshold=-0.24689499999999998 0.086350000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032155496158105831 2.6877913293762086e-05 -0.00038017664802044582 leaf_weight=15.269041794817893 171.4521275786683 11.375246734474784 leaf_count=121 1909 230 internal_value=0 1.51453e-06 internal_weight=0 182.827 internal_count=2260 2139 is_linear=0 shrinkage=0.000406297 Tree=2895 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=7.82373 11.1933 8.04921 threshold=0.08826500000000001 0.23458500000000002 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017561451527801728 0.0012642683711979793 0.0030425819187284669 -0.0036262520344696406 leaf_weight=57.019203964562621 115.36136132269166 11.94344281661324 7.2596958404174066 leaf_count=1001 1097 97 65 internal_value=0 -0.000924455 0.000974209 internal_weight=0 68.9626 122.621 internal_count=2260 1098 1162 is_linear=0 shrinkage=0.00451024 Tree=2896 num_leaves=3 num_cat=0 split_feature=49 3 split_gain=8.02357 11.083 threshold=-0.14917999999999998 -0.055579999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031773382800230138 -8.8419114510872445e-05 0.00011290887681510002 leaf_weight=15.272030932828782 91.194282017997466 89.335454494226724 leaf_count=72 1604 587 internal_value=0 1.12098e-05 internal_weight=0 180.53 internal_count=2263 2191 is_linear=0 shrinkage=0.000406297 Tree=2897 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=7.39549 13.8403 10.4608 threshold=-0.10096999999999999 -0.084804999999999978 0.083835000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039682954765852835 -0.00028088787602941287 4.1752480096233618e-05 5.3196444976006688e-05 leaf_weight=16.512748857028782 24.609992769081146 93.371798802283593 60.572667918168008 leaf_count=75 557 1263 368 internal_value=0 -2.55821e-05 0.000126887 internal_weight=0 117.982 77.0854 internal_count=2263 1820 443 is_linear=0 shrinkage=0.000382862 Tree=2898 num_leaves=3 num_cat=0 split_feature=49 3 split_gain=8.07525 11.6975 threshold=-0.14917999999999998 -0.055579999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033575516149210596 -9.6164878536172355e-05 0.00012194339821618881 leaf_weight=15.455972943454979 92.691048868000507 90.156285526114516 leaf_count=72 1604 587 internal_value=0 1.1379e-05 internal_weight=0 182.847 internal_count=2263 2191 is_linear=0 shrinkage=0.000431165 Tree=2899 num_leaves=3 num_cat=0 split_feature=49 0 split_gain=7.74788 10.1226 threshold=-0.14917999999999998 -0.10096999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0033907074975617598 0.0014237734540279081 -0.00070768743134134939 leaf_weight=14.882817465811966 69.210184065275826 105.94999243656639 leaf_count=72 412 1779 internal_value=0 0.00013457 internal_weight=0 175.16 internal_count=2263 2191 is_linear=0 shrinkage=0.00433511 Tree=2900 num_leaves=4 num_cat=0 split_feature=1 131 150 split_gain=9.63046 10.0574 7.76762 threshold=0.099325000000000011 0.087580000000000005 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6868170685133452e-05 6.296231880731434e-05 -0.00045615165026746576 0.00037554690056117271 leaf_weight=115.30715857481118 56.293033795896918 9.2784082768484932 17.097763076424599 leaf_count=1421 460 229 147 internal_value=0 -4.96483e-05 0.000135863 internal_weight=0 124.586 73.3908 internal_count=2257 1650 607 is_linear=0 shrinkage=0.000406297 Tree=2901 num_leaves=4 num_cat=0 split_feature=1 131 150 split_gain=7.96279 10.0565 7.34102 threshold=0.099325000000000011 0.087580000000000005 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6014409699831765e-05 0.00062496075081406373 -0.0049131653984680205 0.0039685230538894882 leaf_weight=111.58724871953018 53.736871701199561 8.7667554521467519 16.004270814359188 leaf_count=1421 460 229 147 internal_value=0 -0.000447626 0.00139312 internal_weight=0 120.354 69.7411 internal_count=2257 1650 607 is_linear=0 shrinkage=0.00433511 Tree=2902 num_leaves=4 num_cat=0 split_feature=1 131 150 split_gain=7.64102 9.78485 7.19149 threshold=0.099325000000000011 0.087580000000000005 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010364211860089861 0.0006750899398458984 -0.0053883597096818225 0.0043511232208948035 leaf_weight=111.57483729801606 53.693288548383862 8.6293395978864265 15.757709749974309 leaf_count=1421 460 229 147 internal_value=0 -0.000483822 0.00151011 internal_weight=0 120.204 69.451 internal_count=2257 1650 607 is_linear=0 shrinkage=0.00478631 Tree=2903 num_leaves=4 num_cat=0 split_feature=1 158 150 split_gain=9.34417 9.8654 7.3759 threshold=0.099325000000000011 0.084765000000000021 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7262279190325981e-05 5.8790586771872964e-05 -0.00044354653022373413 0.0003426489632599729 leaf_weight=117.0787298240466 56.370083827991039 8.1646371978567895 16.708825265988708 leaf_count=1480 460 170 147 internal_value=0 -4.51152e-05 0.000123765 internal_weight=0 125.243 73.0789 internal_count=2257 1650 607 is_linear=0 shrinkage=0.000375355 Tree=2904 num_leaves=4 num_cat=0 split_feature=160 52 1 split_gain=10.0275 11.0777 0.0620161 threshold=-0.40446999999999994 0.083750000000000005 0.094005000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004848473427734248 -0.00015213361758269512 0.0024904960171353786 -0.005930282704789647 leaf_weight=3.7389582975301883 143.83377852384001 39.521993069211021 2.4551319386810064 leaf_count=135 1531 558 29 internal_value=0 0.00041768 -0.00529417 internal_weight=0 183.356 6.19409 internal_count=2253 2089 164 is_linear=0 shrinkage=0.00442181 Tree=2905 num_leaves=4 num_cat=0 split_feature=160 0 1 split_gain=10.3273 8.28477 0.0600568 threshold=-0.40446999999999994 -0.10071499999999999 0.094005000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044645316090798987 0.00013869338897462628 -3.3813289415493825e-05 -0.00054296091150986335 leaf_weight=3.9372687249560832 77.269699962576851 113.35410454915836 2.5196305587887764 leaf_count=135 430 1659 29 internal_value=0 3.61195e-05 -0.000485602 internal_weight=0 190.624 6.4569 internal_count=2253 2089 164 is_linear=0 shrinkage=0.000406297 Tree=2906 num_leaves=4 num_cat=0 split_feature=12 3 52 split_gain=7.90344 10.6888 8.423 threshold=0.092215000000000005 0.10798000000000001 0.083750000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014412067031348999 -0.0023329108028164397 0.0049097658880122514 0.0027753109008014226 leaf_weight=113.6661040012259 37.832286827964708 4.8489999901503316 33.272352264146321 leaf_count=1095 667 16 475 internal_value=0 -0.00150825 0.000740204 internal_weight=0 42.6813 146.938 internal_count=2253 683 1570 is_linear=0 shrinkage=0.00460045 Tree=2907 num_leaves=4 num_cat=0 split_feature=160 52 16 split_gain=9.79584 10.2182 0.0124667 threshold=-0.40446999999999994 0.083750000000000005 -0.10258499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0068065207669990016 -0.00017157774867601131 0.002861315748720897 -0.0059416052761028385 leaf_weight=2.4531532825785689 143.80841727624647 39.534290220588446 3.6565608013188458 leaf_count=43 1531 558 121 internal_value=0 0.000482637 -0.006309 internal_weight=0 183.343 6.10971 internal_count=2253 2089 164 is_linear=0 shrinkage=0.00528447 Tree=2908 num_leaves=4 num_cat=0 split_feature=128 39 16 split_gain=8.31911 8.64683 0.551505 threshold=0.086435000000000012 0.0095750000000000019 -0.022939999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9808847424521843e-06 -0.00051060632459450973 0.00023391146018005561 -0.00028337981995204517 leaf_weight=163.60489973716903 4.1160607023048215 28.650483017321676 3.2498002892825744 leaf_count=1916 111 252 56 internal_value=0 2.80863e-05 -0.000411346 internal_weight=0 192.255 7.36586 internal_count=2335 2168 167 is_linear=0 shrinkage=0.000406297 Tree=2909 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=8.70193 8.83736 2.27468 threshold=0.12541500000000003 0.10852500000000001 -0.065894999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9006055863388684e-06 0.00048399760451244862 -0.00041635696042618454 0.0001775995715455374 leaf_weight=169.31597372348187 6.3865631339140263 9.4201731081120652 13.487608308903871 leaf_count=1963 76 156 140 internal_value=0 -1.82909e-05 0.000276431 internal_weight=0 178.736 19.8742 internal_count=2335 2119 216 is_linear=0 shrinkage=0.000422711 Tree=2910 num_leaves=4 num_cat=0 split_feature=1 128 43 split_gain=8.71008 8.83578 2.43182 threshold=0.12541500000000003 0.086435000000000012 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3844440940846645e-07 0.00047254672039062726 -0.00050290965055996772 0.00016819237739244496 leaf_weight=173.62301716022193 6.3545019715093103 5.9592943083844139 13.66371780913323 leaf_count=1963 75 156 141 internal_value=0 -1.72609e-05 0.000265164 internal_weight=0 179.582 20.0182 internal_count=2335 2119 216 is_linear=0 shrinkage=0.000406297 Tree=2911 num_leaves=4 num_cat=0 split_feature=128 39 16 split_gain=7.82751 8.41611 0.586734 threshold=0.086435000000000012 0.0095750000000000019 -0.014754999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3073981550473931e-06 -0.00051551695870563023 0.0002380455737661979 -0.00027379665644864743 leaf_weight=163.182636094396 4.0526179037988186 28.134669242193922 3.1424849692266426 leaf_count=1916 114 252 53 internal_value=0 2.87938e-05 -0.000410949 internal_weight=0 191.317 7.1951 internal_count=2335 2168 167 is_linear=0 shrinkage=0.000414422 Tree=2912 num_leaves=4 num_cat=0 split_feature=13 43 41 split_gain=8.9376 11.4487 6.55461 threshold=-0.09194999999999999 -0.078624999999999987 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030144769881538854 0.0010136624801780844 -0.0018245558583710382 -0.0014621995129712392 leaf_weight=28.775906965369359 52.476678715960588 85.719274170347489 10.114937457256017 leaf_count=248 720 1187 71 internal_value=0 -0.000746818 0.00185001 internal_weight=0 138.196 38.8908 internal_count=2226 1907 319 is_linear=0 shrinkage=0.00478631 Tree=2913 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=8.77274 9.81923 threshold=-0.47365999999999991 0.088435000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042140857580164699 -0.00014438445145248244 5.4074868057162641e-05 leaf_weight=7.610596331767737 76.004236371139996 98.012255430221558 leaf_count=58 1342 826 internal_value=0 -3.26115e-05 internal_weight=0 174.016 internal_count=2226 2168 is_linear=0 shrinkage=0.000414422 Tree=2914 num_leaves=4 num_cat=0 split_feature=13 43 41 split_gain=8.56093 10.9497 6.29169 threshold=-0.09194999999999999 -0.078624999999999987 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029009041556272422 0.00097070865908843132 -0.0017501365246310561 -0.0013992387315190117 leaf_weight=28.670182295376435 52.530314756091684 85.643945469520986 10.127025131136177 leaf_count=248 720 1187 71 internal_value=0 -0.00071575 0.00177832 internal_weight=0 138.174 38.7972 internal_count=2226 1907 319 is_linear=0 shrinkage=0.00469246 Tree=2915 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=8.35792 8.64359 threshold=-0.47365999999999991 -0.42305999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0041813552189075183 -0.0034788841570449511 -5.4405368893188381e-05 leaf_weight=7.4023907643277189 13.9257919434458 155.45168067672057 leaf_count=58 130 2038 internal_value=0 -0.000336318 internal_weight=0 169.377 internal_count=2226 2168 is_linear=0 shrinkage=0.00416677 Tree=2916 num_leaves=4 num_cat=0 split_feature=128 484 3 split_gain=7.66659 7.15952 0.215188 threshold=0.086435000000000012 -0.0048499999999999993 -0.086114999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025739419849217832 -0.0058269879731661627 0.00070279378583924877 -0.0040049704193079183 leaf_weight=15.457922657253219 2.7508756789029576 160.08085635805037 3.2850936527829608 leaf_count=360 92 1721 65 internal_value=0 0.000413996 -0.0048511 internal_weight=0 175.539 6.03597 internal_count=2238 2081 157 is_linear=0 shrinkage=0.00460045 Tree=2917 num_leaves=4 num_cat=0 split_feature=484 150 52 split_gain=6.30144 8.03336 7.34297 threshold=-0.0048499999999999993 0.094605000000000009 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048091120206465747 0.00085096226570214304 0.0047169259829231295 -0.0038335061267479559 leaf_weight=12.557982356753199 155.90134838607628 3.0606803670525542 9.9214111578185094 leaf_count=362 1672 13 191 internal_value=0 -0.00293888 0.000570275 internal_weight=0 15.6187 165.823 internal_count=2238 375 1863 is_linear=0 shrinkage=0.00528447 Tree=2918 num_leaves=4 num_cat=0 split_feature=484 150 52 split_gain=6.07222 7.76081 7.06074 threshold=-0.0048499999999999993 0.094605000000000009 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004137971417367171 0.00072427514504069064 0.0040508115690522303 -0.0032906744597766872 leaf_weight=12.422415523789821 155.88536807964556 3.0336366090923539 9.8375243091140856 leaf_count=362 1672 13 191 internal_value=0 -0.0025277 0.000485591 internal_weight=0 15.4561 165.723 internal_count=2238 375 1863 is_linear=0 shrinkage=0.00460045 Tree=2919 num_leaves=4 num_cat=0 split_feature=484 150 42 split_gain=5.85071 7.49635 5.78788 threshold=-0.0048499999999999993 0.094605000000000009 -0.11377999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045147766912260433 -0.0041856146042416869 0.0044115745375335729 0.00071570569937345549 leaf_weight=12.290440525102893 6.4494772990583433 3.0070645660161963 159.17621405655518 leaf_count=362 107 13 1756 internal_value=0 -0.00275679 0.000524387 internal_weight=0 15.2975 165.626 internal_count=2238 375 1863 is_linear=0 shrinkage=0.00507927 Tree=2920 num_leaves=4 num_cat=0 split_feature=157 484 52 split_gain=7.45965 7.64202 3.16425 threshold=-0.084489999999999996 -1.0000000180025095e-35 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010825917974759862 -0.0032440840331383236 0.00060049853445855986 -0.00711139453915047 leaf_weight=3.778043903876096 13.325144492089747 160.99833875196055 4.6055700877332111 leaf_count=75 319 1766 87 internal_value=0 0.000306299 -0.00440317 internal_weight=0 174.323 8.38361 internal_count=2247 2085 162 is_linear=0 shrinkage=0.00488203 Tree=2921 num_leaves=4 num_cat=0 split_feature=157 1 52 split_gain=7.20195 7.62855 3.13545 threshold=-0.084489999999999996 1.0000000180025095e-35 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095907286077338318 -0.00098006410151120211 0.0009551808408950086 -0.0064183615111916637 leaf_weight=3.7764068350661546 61.574962455197237 112.67652693705168 4.5191990357707237 leaf_count=75 1081 1004 87 internal_value=0 0.000271294 -0.00394104 internal_weight=0 174.251 8.29561 internal_count=2247 2085 162 is_linear=0 shrinkage=0.00442181 Tree=2922 num_leaves=4 num_cat=0 split_feature=1 4 132 split_gain=8.41865 11.8929 7.93006 threshold=1.0000000180025095e-35 -0.082084999999999977 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012129308877658282 3.17662376769685e-05 -0.00021478742245626767 0.00035920700545231043 leaf_weight=22.198304106714204 113.14560097828507 44.642469072481617 11.459314786363391 leaf_count=286 970 884 107 internal_value=0 -0.00010317 6.19298e-05 internal_weight=0 66.8408 124.605 internal_count=2247 1170 1077 is_linear=0 shrinkage=0.000375355 Tree=2923 num_leaves=4 num_cat=0 split_feature=484 1 52 split_gain=7.02849 6.97799 3.12351 threshold=-1.0000000180025095e-35 0.12796000000000002 0.26959000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042105949713710927 4.0272143910163147e-05 0.0032758348710932371 0.0011582818207648417 leaf_weight=10.856575859070288 153.15118542854907 15.519091438502072 2.8972181967692441 leaf_count=323 1698 181 45 internal_value=0 0.000338308 -0.00307961 internal_weight=0 168.67 13.7538 internal_count=2247 1879 368 is_linear=0 shrinkage=0.00460045 Tree=2924 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=8.68588 9.7827 5.78503 threshold=0.10098000000000001 -0.11372999999999998 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016708185564797617 0.0023506184077654486 -0.0014336224906821282 -0.00055717660910156329 leaf_weight=27.658824814949185 41.968625745270401 95.982490224123467 22.093481910414994 leaf_count=148 391 1568 175 internal_value=0 -0.000739002 0.00134792 internal_weight=0 123.641 64.0621 internal_count=2282 1716 566 is_linear=0 shrinkage=0.00460045 Tree=2925 num_leaves=4 num_cat=0 split_feature=1 454 52 split_gain=8.34898 12.2473 5.9621 threshold=0.10491000000000002 1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096077446778565099 -0.0024726388646768554 0.0049794155446315665 0.0019372089283321767 leaf_weight=124.00577944563702 6.8068782128393641 7.160396594554185 49.322048030095175 leaf_count=1768 67 24 423 internal_value=0 -0.00063582 0.00140176 internal_weight=0 131.166 56.1289 internal_count=2282 1792 490 is_linear=0 shrinkage=0.00442181 Tree=2926 num_leaves=4 num_cat=0 split_feature=133 1 13 split_gain=8.0617 6.25516 0.306657 threshold=0.18654500000000004 0.10491000000000002 0.0082450000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041781100352491319 -0.0042920687132533475 0.0014783073803695231 -0.0064897396187210618 leaf_weight=124.62873324105749 4.7272546833846709 55.289491963107139 2.1666878024116158 leaf_count=1584 185 479 34 internal_value=0 0.000164968 -0.00499879 internal_weight=0 179.918 6.89394 internal_count=2282 2063 219 is_linear=0 shrinkage=0.00469246 Tree=2927 num_leaves=4 num_cat=0 split_feature=1 454 52 split_gain=9.65325 11.8407 5.96273 threshold=0.10098000000000001 1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6831449176199594e-05 -0.00018720922470838778 0.00044740677908847599 0.00017053546022709914 leaf_weight=121.61418995959684 8.8519597146660072 6.9589015468955031 57.928114866372198 leaf_count=1695 93 21 473 internal_value=0 -6.7313e-05 0.000123075 internal_weight=0 128.573 66.7801 internal_count=2282 1716 566 is_linear=0 shrinkage=0.000406297 Tree=2928 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=9.44356 7.4362 threshold=-0.40771999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0066150994547847864 -0.00051568334763421402 0.0015423792207043337 leaf_weight=4.5044701378792515 120.73925310489722 53.651488695992157 leaf_count=83 1683 485 internal_value=0 0.000117581 internal_weight=0 174.391 internal_count=2251 2168 is_linear=0 shrinkage=0.00460045 Tree=2929 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=9.33717 8.24598 threshold=-0.40771999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062423584808426189 -5.1573246857247848e-05 0.00015232927901578125 leaf_weight=4.5631358195096245 123.96667517372407 55.527249152772129 leaf_count=83 1683 485 internal_value=0 1.15144e-05 internal_weight=0 179.494 internal_count=2251 2168 is_linear=0 shrinkage=0.000439788 Tree=2930 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=9.34328 8.60387 threshold=-0.40771999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061197336582649716 -5.0245025760486481e-05 0.00015305481713659725 leaf_weight=4.5463666835566974 125.26298758224584 55.978254772722721 leaf_count=83 1683 485 internal_value=0 1.25558e-05 internal_weight=0 181.241 internal_count=2251 2168 is_linear=0 shrinkage=0.000431165 Tree=2931 num_leaves=3 num_cat=0 split_feature=13 51 split_gain=7.12349 8.61317 threshold=-0.24689499999999998 -0.40771999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002798598882723047 -0.00058831563214628536 -1.1084049173352492e-05 leaf_weight=14.09091796632856 4.5430449753766871 165.40939427877311 leaf_count=126 83 2042 internal_value=0 -2.65785e-05 internal_weight=0 169.952 internal_count=2251 2125 is_linear=0 shrinkage=0.000414422 Tree=2932 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=8.58029 14.9459 5.72377 threshold=-0.0013399999999999998 0.078385000000000024 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024478234025848494 -5.6521525589473029e-05 3.5482252726321658e-05 0.00031238902031445806 leaf_weight=49.767534574028105 11.540761740878223 107.21039202273823 21.496528003830463 leaf_count=1115 101 884 139 internal_value=0 -5.33905e-05 0.000183561 internal_weight=0 156.978 33.0373 internal_count=2239 1999 240 is_linear=0 shrinkage=0.000422711 Tree=2933 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=8.11857 13.6271 5.35276 threshold=-0.0013399999999999998 0.078385000000000024 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002588265070044558 -0.00057184310082730575 0.00036675066651966677 0.0033534074945986776 leaf_weight=48.218789702514187 11.327023593708871 104.73837856319733 20.910031292820349 leaf_count=1115 101 884 139 internal_value=0 -0.000565006 0.00197468 internal_weight=0 152.957 32.2371 internal_count=2239 1999 240 is_linear=0 shrinkage=0.00460045 Tree=2934 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=7.79676 13.135 5.17263 threshold=-0.0013399999999999998 0.078385000000000024 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024034193400507154 -0.0005269976662540326 0.00033793530987623164 0.0031147587681540378 leaf_weight=47.839322687883396 11.322704130783675 104.71139652421698 20.740090336184949 leaf_count=1115 101 884 139 internal_value=0 -0.000521936 0.00182915 internal_weight=0 152.551 32.0628 internal_count=2239 1999 240 is_linear=0 shrinkage=0.00433511 Tree=2935 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=7.67277 11.2946 threshold=0.17126500000000003 0.25694000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.9861071614564092e-05 0.0045516996783595363 -0.0040224604273137567 leaf_weight=159.26644539739937 7.6881584925577036 17.090794815565459 leaf_count=1941 28 270 internal_value=0 -0.000327119 internal_weight=0 176.357 internal_count=2239 2211 is_linear=0 shrinkage=0.00478631 Tree=2936 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=8.22897 12.894 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0043298340561577888 0.0076563036874371928 -0.00020849164480487298 leaf_weight=11.392870787531136 5.3175169229507437 164.66674695676193 leaf_count=109 36 2144 internal_value=0 3.83702e-05 internal_weight=0 169.984 internal_count=2289 2180 is_linear=0 shrinkage=0.00497967 Tree=2937 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=8.37416 8.47469 0.0509561 threshold=-0.40446999999999994 -0.44477499999999992 -0.060044999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048403708561989186 -0.00029713847181115499 2.2941246510675085e-05 -0.00040221246972170819 leaf_weight=3.5293057453236543 14.224325610324739 167.10210366098909 3.5098442938178769 leaf_count=77 130 1975 107 internal_value=0 -2.19635e-06 -0.000444436 internal_weight=0 181.326 7.03915 internal_count=2289 2105 184 is_linear=0 shrinkage=0.00039833 Tree=2938 num_leaves=4 num_cat=0 split_feature=4 43 2 split_gain=8.11344 11.2589 2.00269 threshold=-0.44477499999999992 -0.24870499999999998 0.097360000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015515491260478544 -0.0046768082968473498 0.00033332025818329474 -0.0048218550227530363 leaf_weight=6.4664405528455955 8.8845671494491381 158.23389688669704 7.7706810478121042 leaf_count=52 101 2051 85 internal_value=0 6.64615e-05 -0.00334056 internal_weight=0 167.118 14.2371 internal_count=2289 2152 137 is_linear=0 shrinkage=0.00433511 Tree=2939 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=7.81298 8.16851 0.0492515 threshold=-0.40446999999999994 -0.44477499999999992 -0.060044999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0059155965456261922 -0.0036347353153932884 0.00028435280130282198 -0.0048941304601975554 leaf_weight=3.3293838540557772 13.740562627092002 160.89732894150075 3.2803370463661841 leaf_count=77 130 1975 107 internal_value=0 -2.43658e-05 -0.00542421 internal_weight=0 174.638 6.60972 internal_count=2289 2105 184 is_linear=0 shrinkage=0.00488203 Tree=2940 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=7.48991 7.25847 6.98634 threshold=-0.11251499999999999 -0.074329999999999993 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022682035002759312 7.8963185322137745e-05 -0.00030413840751714744 -0.00022262604528031917 leaf_weight=5.8461068607866791 142.88946958945598 21.370230107568204 15.164465322857721 leaf_count=35 1593 365 254 internal_value=0 -0.000190009 5.00038e-05 internal_weight=0 27.2163 158.054 internal_count=2247 400 1847 is_linear=0 shrinkage=0.000422711 Tree=2941 num_leaves=4 num_cat=0 split_feature=156 158 474 split_gain=7.62625 6.30958 4.56284 threshold=0.091255000000000017 1.0000000180025095e-35 0.089070000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071499181723941297 -0.0060476315496845274 -0.0023839532324704195 -0.0003439033080207266 leaf_weight=153.56403218052583 6.3109526651678589 15.270683139329774 5.594035598449409 leaf_count=1787 119 278 63 internal_value=0 0.000434462 -0.00337235 internal_weight=0 168.835 11.905 internal_count=2247 2065 182 is_linear=0 shrinkage=0.00460045 Tree=2942 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=7.49076 7.40165 7.19398 threshold=-0.11251499999999999 0.18829500000000002 -0.074329999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023348101671424103 8.2803224639322524e-05 -0.0002373845880491014 -0.00031422740940045954 leaf_weight=5.892606325447562 144.73987541242968 15.436211651016491 21.566903048427776 leaf_count=35 1593 254 365 internal_value=0 5.1922e-05 -0.000196613 internal_weight=0 160.176 27.4595 internal_count=2247 1847 400 is_linear=0 shrinkage=0.000439788 Tree=2943 num_leaves=4 num_cat=0 split_feature=52 403 49 split_gain=7.44673 7.68204 7.48376 threshold=-0.11251499999999999 -0.092224999999999988 -0.074329999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022784099573786002 -0.00033276028398865457 6.9521021770298076e-05 -0.0003045624099550433 leaf_weight=6.0047206506133106 8.960098074981941 153.28744853980606 21.789280700497329 leaf_count=35 255 1592 365 internal_value=0 4.72686e-05 -0.000189463 internal_weight=0 162.248 27.794 internal_count=2247 1847 400 is_linear=0 shrinkage=0.000422711 Tree=2944 num_leaves=4 num_cat=0 split_feature=123 4 0 split_gain=10.5915 13.5322 4.24049 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.076639999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052309314199348942 6.3698931772536432e-05 -3.4332179296526935e-05 0.00041113664981748247 leaf_weight=8.7442236216738802 10.724117639008911 158.34292985807406 9.9012490708846581 leaf_count=107 99 1974 103 internal_value=0 -5.99675e-05 0.000230713 internal_weight=0 167.087 20.6254 internal_count=2283 2081 202 is_linear=0 shrinkage=0.000382862 Tree=2945 num_leaves=4 num_cat=0 split_feature=123 4 0 split_gain=10.8165 13.5764 4.25608 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.076639999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055037655667993391 6.8949078627511857e-05 -3.6625486244508832e-05 0.00043643642797395798 leaf_weight=8.9483885765075666 10.795250406954439 159.9272542464314 10.038259322987868 leaf_count=107 99 1974 103 internal_value=0 -6.39073e-05 0.000246254 internal_weight=0 168.876 20.8335 internal_count=2283 2081 202 is_linear=0 shrinkage=0.000406297 Tree=2946 num_leaves=4 num_cat=0 split_feature=123 4 0 split_gain=10.4491 13.911 4.2923 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.076639999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055804299385916957 6.4170575551310608e-05 -3.6080891892928883e-05 0.0004350950416015611 leaf_weight=8.8814455159008485 10.719728150404991 159.12278040224919 9.9066432940307987 leaf_count=107 99 1974 103 internal_value=0 -6.37344e-05 0.00024256 internal_weight=0 168.004 20.6264 internal_count=2283 2081 202 is_linear=0 shrinkage=0.000406297 Tree=2947 num_leaves=4 num_cat=0 split_feature=123 4 0 split_gain=9.51655 13.5836 4.41129 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.076639999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077167143835802608 0.00070132133607987831 -0.00049292169164176286 0.006006181730621468 leaf_weight=8.6246797125786525 10.289602009579541 154.75297693308676 9.4548466282431018 leaf_count=107 99 1974 103 internal_value=0 -0.000875122 0.00324496 internal_weight=0 163.378 19.7444 internal_count=2283 2081 202 is_linear=0 shrinkage=0.00560792 Tree=2948 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=6.51321 7.81788 threshold=0.087015000000000023 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7051000395357795e-05 -0.00034916234488211183 0.00022329347658393262 leaf_weight=151.84619832632598 9.1760803237557393 30.136959286872298 leaf_count=1952 131 171 internal_value=0 2.277e-05 internal_weight=0 181.983 internal_count=2254 2123 is_linear=0 shrinkage=0.000431165 Tree=2949 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=6.87351 7.36881 threshold=0.087015000000000023 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020483372739509381 -0.0048593538135773516 0.0029411937112894721 leaf_weight=145.67808143317234 8.7822324051521701 29.231712872162461 leaf_count=1952 131 171 internal_value=0 0.000321208 internal_weight=0 174.91 internal_count=2254 2123 is_linear=0 shrinkage=0.00572008 Tree=2950 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=6.82025 11.1777 threshold=-0.49367499999999992 -0.0013399999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031611698580741391 -1.3661227793722992e-05 0.00031490170996816122 leaf_weight=11.458549465052782 156.38308543944731 21.931222784798592 leaf_count=116 2000 138 internal_value=0 2.67787e-05 internal_weight=0 178.314 internal_count=2254 2138 is_linear=0 shrinkage=0.000431165 Tree=2951 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=6.70735 11.8857 threshold=-0.49367499999999992 -0.0013399999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029412686468649588 -1.4295233159383837e-05 0.00030334538691395623 leaf_weight=11.531421290710567 155.6903600046644 22.202729352284223 leaf_count=116 2000 138 internal_value=0 2.53776e-05 internal_weight=0 177.893 internal_count=2254 2138 is_linear=0 shrinkage=0.000406297 Tree=2952 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=8.21829 12.3338 7.94927 threshold=0.10098000000000001 -0.008624999999999999 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021174336957854682 0.00021360252210181344 4.7063165765509595e-05 -8.0213501279250882e-05 leaf_weight=50.272965072130319 43.177090831100941 69.70761251298245 22.065380127634853 leaf_count=703 409 978 150 internal_value=0 -6.13956e-05 0.000114238 internal_weight=0 119.981 65.2425 internal_count=2240 1681 559 is_linear=0 shrinkage=0.00039833 Tree=2953 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=6.75755 12.9138 7.55633 threshold=0.10098000000000001 -0.008624999999999999 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026465865798894379 0.0025694898423699263 0.00070562148685425279 -0.0010605488471679349 leaf_weight=49.074892591277603 41.346038477728143 67.907753028091975 21.655250257346779 leaf_count=703 409 978 150 internal_value=0 -0.000700851 0.0013218 internal_weight=0 116.983 63.0013 internal_count=2240 1681 559 is_linear=0 shrinkage=0.00497967 Tree=2954 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=7.73682 11.686 6.20532 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0444319168636605e-05 0.00022357279158507148 0.00048462371488466026 -5.9747884350990599e-05 leaf_weight=120.51322938106023 39.039390149060637 6.644342526793479 21.360805163159966 leaf_count=1714 367 21 138 internal_value=0 -6.03271e-05 0.000123388 internal_weight=0 127.158 60.4002 internal_count=2240 1735 505 is_linear=0 shrinkage=0.000422711 Tree=2955 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=6.4954 12.3678 7.27436 threshold=0.10098000000000001 -0.008624999999999999 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026475547837118171 0.0025785311044269673 0.00070033605709472009 -0.0010564138562074569 leaf_weight=48.934002548281569 41.132451536599547 68.01315802661702 21.676991429179907 leaf_count=703 409 978 150 internal_value=0 -0.00070072 0.00132409 internal_weight=0 116.947 62.8094 internal_count=2240 1681 559 is_linear=0 shrinkage=0.00507927 Tree=2956 num_leaves=4 num_cat=0 split_feature=160 3 52 split_gain=8.44271 8.54306 0.0535421 threshold=-0.40446999999999994 -0.078904999999999989 0.51358000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003982370847229297 -8.1771790946161933e-05 9.0611231485769928e-05 -0.00048496050198017942 leaf_weight=3.7552110815886399 74.377065723645501 106.74478361266665 2.6566721118288115 leaf_count=131 1186 914 51 internal_value=0 1.98216e-05 -0.000435503 internal_weight=0 181.122 6.41188 internal_count=2282 2100 182 is_linear=0 shrinkage=0.00039052 Tree=2957 num_leaves=4 num_cat=0 split_feature=3 0 43 split_gain=8.96034 21.2655 13.2126 threshold=-0.078904999999999989 -0.077944999999999987 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029529069938954533 0.00031049945947015371 0.0001539531414488832 -1.3431962625762917e-05 leaf_weight=45.440200454322621 31.324938128935173 32.122681298409589 79.728574645356275 leaf_count=945 283 334 720 internal_value=0 -0.000109244 7.79772e-05 internal_weight=0 77.5629 111.054 internal_count=2282 1279 1003 is_linear=0 shrinkage=0.000422711 Tree=2958 num_leaves=4 num_cat=0 split_feature=160 3 52 split_gain=7.76732 7.52895 0.050466 threshold=-0.40446999999999994 -0.078904999999999989 0.51358000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048307310227506317 -0.00095715290640592597 0.001057958676540498 -0.0059029621682079696 leaf_weight=3.4825954077532506 71.90750087168999 103.71714463178068 2.5150894086109474 leaf_count=131 1186 914 51 internal_value=0 0.00023288 -0.00529767 internal_weight=0 175.625 5.99768 internal_count=2282 2100 182 is_linear=0 shrinkage=0.00478631 Tree=2959 num_leaves=4 num_cat=0 split_feature=160 3 52 split_gain=7.55082 7.20187 0.0496585 threshold=-0.40446999999999994 -0.078904999999999989 0.51358000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054093390947438993 -0.0010550534266380261 0.0011655955607596693 -0.0066187564907087375 leaf_weight=3.4246630362467831 71.818931487272494 103.63969459605869 2.4700194188626483 leaf_count=131 1186 914 51 internal_value=0 0.000256621 -0.00593585 internal_weight=0 175.459 5.89468 internal_count=2282 2100 182 is_linear=0 shrinkage=0.00539016 Tree=2960 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=8.287 7.61329 3.99578 threshold=-0.40083999999999992 0.099450000000000011 -0.084084999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.113986427866999e-05 -4.7204545177826302e-05 0.00013270130953206053 -0.00047781215958556946 leaf_weight=2.7676311843097201 115.5814365100232 62.082499702228233 8.9647651200648379 leaf_count=46 1521 515 206 internal_value=0 1.56689e-05 -0.000343668 internal_weight=0 177.664 11.7324 internal_count=2288 2036 252 is_linear=0 shrinkage=0.000414422 Tree=2961 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=7.31958 7.12373 4.29361 threshold=-0.40083999999999992 1.0000000180025095e-35 -0.08459499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015787171415162747 -0.0012561765133948819 0.00091417967148693126 -0.0058192854750503875 leaf_weight=2.6409869698109096 59.638511814060621 112.74785099946894 8.5460223924601433 leaf_count=42 1049 987 210 internal_value=0 0.000163271 -0.00407308 internal_weight=0 172.386 11.187 internal_count=2288 2036 252 is_linear=0 shrinkage=0.00507927 Tree=2962 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=7.62025 7.94408 4.23106 threshold=-0.40083999999999992 1.0000000180025095e-35 -0.084704999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012361747045416653 -0.00010966581495189721 7.8514995209303951e-05 -0.00048254050910917799 leaf_weight=2.6739544069860122 61.188326487143058 116.13633134891279 8.81101265712641 leaf_count=41 1049 987 211 internal_value=0 1.35758e-05 -0.000341443 internal_weight=0 177.325 11.485 internal_count=2288 2036 252 is_linear=0 shrinkage=0.000422711 Tree=2963 num_leaves=3 num_cat=0 split_feature=51 157 split_gain=6.74205 7.15174 threshold=-0.40274499999999996 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0061118926240307523 -0.0046846040020159102 0.00032347702385770327 leaf_weight=5.2435305643593884 8.6915625078836438 169.36524299066514 leaf_count=94 180 2014 internal_value=0 7.85394e-05 internal_weight=0 178.057 internal_count=2288 2194 is_linear=0 shrinkage=0.00539016 Tree=2964 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=6.53471 6.75596 threshold=0.076175000000000007 -0.10998999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.003141444527663009 -0.0048868002759255291 0.0004695591822975548 leaf_weight=13.325093755964188 6.2088802796788505 165.58114962256514 leaf_count=215 76 1999 internal_value=0 0.000200302 internal_weight=0 178.906 internal_count=2290 2214 is_linear=0 shrinkage=0.00488203 Tree=2965 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=6.29841 6.47684 threshold=0.076175000000000007 -0.10998999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0032714144302280301 -0.0051142170232470292 0.00048711637911764342 leaf_weight=13.275271219899876 6.1555830080760634 165.58396815339802 leaf_count=215 76 1999 internal_value=0 0.000207832 internal_weight=0 178.859 internal_count=2290 2214 is_linear=0 shrinkage=0.00518085 Tree=2966 num_leaves=4 num_cat=0 split_feature=403 456 16 split_gain=6.62369 6.00415 1.39839 threshold=-0.092224999999999988 0.087015000000000023 -0.095094999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4053005371854212e-05 3.6093600805407589e-05 -0.00029172467943658012 -0.00043388591889093026 leaf_weight=2.1124492837116122 172.00859699014109 9.7264471745584142 6.6545257155084965 leaf_count=38 1889 135 228 internal_value=0 1.852e-05 -0.00034268 internal_weight=0 181.735 8.76697 internal_count=2290 2024 266 is_linear=0 shrinkage=0.000406297 Tree=2967 num_leaves=4 num_cat=0 split_feature=403 456 16 split_gain=6.42902 5.9837 1.44202 threshold=-0.092224999999999988 0.087015000000000023 -0.095264999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5224178655816214e-05 3.5284606162512603e-05 -0.00029231805626185836 -0.0004329987626686835 leaf_weight=2.0884285306092352 171.76427310187137 9.7056615541223419 6.5856047262204793 leaf_count=37 1889 135 229 internal_value=0 1.77343e-05 -0.000339939 internal_weight=0 181.47 8.67403 internal_count=2290 2024 266 is_linear=0 shrinkage=0.000406297 Tree=2968 num_leaves=4 num_cat=0 split_feature=1 158 48 split_gain=8.99709 9.5171 3.84682 threshold=0.10384000000000002 0.084765000000000021 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002919628444383015 0.0025041818145612495 -0.0060671893982744054 -0.0011999903779041381 leaf_weight=122.21820142614888 47.734477882739156 8.8746764773968589 9.808783967047928 leaf_count=1611 458 187 53 internal_value=0 -0.000683759 0.00187258 internal_weight=0 131.093 57.5433 internal_count=2309 1798 511 is_linear=0 shrinkage=0.00539016 Tree=2969 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=8.62742 9.59435 3.69912 threshold=0.10384000000000002 0.085470000000000004 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011801173669282368 0.0029402397968988831 0.0071950843945705854 -0.001399754192449625 leaf_weight=124.99596718454268 47.499897712375969 5.9269013553857794 9.8243480529636127 leaf_count=1778 458 20 53 internal_value=0 -0.000799977 0.00219622 internal_weight=0 130.923 57.3242 internal_count=2309 1798 511 is_linear=0 shrinkage=0.00644174 Tree=2970 num_leaves=4 num_cat=0 split_feature=1 158 2 split_gain=8.27187 9.27066 3.69876 threshold=0.10384000000000002 0.084765000000000021 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029368722912293996 0.0013418165989985879 -0.0065171977289467872 0.0055681436342956284 leaf_weight=122.01699212344829 48.888141687260941 8.7119924428407085 8.2226781961508078 leaf_count=1611 415 187 96 internal_value=0 -0.000709323 0.00195197 internal_weight=0 130.729 57.1108 internal_count=2309 1798 511 is_linear=0 shrinkage=0.00583448 Tree=2971 num_leaves=4 num_cat=0 split_feature=1 158 2 split_gain=7.93334 9.02713 3.62855 threshold=0.10384000000000002 0.084765000000000021 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025499610576759912 0.0011671998645179061 -0.0057485881286592098 0.0049093111525970569 leaf_weight=121.9892843781854 48.787931218976155 8.5752978234668245 8.0971815339289588 leaf_count=1611 415 187 96 internal_value=0 -0.000616595 0.00170133 internal_weight=0 130.565 56.8851 internal_count=2309 1798 511 is_linear=0 shrinkage=0.00518085 Tree=2972 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=9.19173 9.90008 threshold=1.0000000180025095e-35 0.11697500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048939889103587425 -0.0060731472136642149 0.0031352779764039769 leaf_weight=152.68169400410261 6.95658513624221 23.294507721206173 leaf_count=2044 63 174 internal_value=0 -9.30126e-06 internal_weight=0 175.976 internal_count=2281 2218 is_linear=0 shrinkage=0.00518085 Tree=2973 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=8.79423 9.51965 threshold=1.0000000180025095e-35 0.11697500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004881115896080546 -0.0060622062537212858 0.0031483079287731685 leaf_weight=152.64467038208386 6.9495827546343198 23.133476987015456 leaf_count=2044 63 174 internal_value=0 -9.24664e-06 internal_weight=0 175.778 internal_count=2281 2218 is_linear=0 shrinkage=0.00528447 Tree=2974 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=8.41312 9.15308 threshold=1.0000000180025095e-35 0.11697500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051662217256257057 -0.0064210857487355588 0.0033545536841509218 leaf_weight=152.60861111676786 6.9432161697186521 22.975870377849787 leaf_count=2044 63 174 internal_value=0 -9.75503e-06 internal_weight=0 175.584 internal_count=2281 2218 is_linear=0 shrinkage=0.00572008 Tree=2975 num_leaves=4 num_cat=0 split_feature=1 43 12 split_gain=8.33146 12.1767 7.36336 threshold=0.10098000000000001 -0.083944999999999978 0.092395000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010930147249274929 0.00018509630599466799 -0.00017321677073444297 -0.00012219633893152017 leaf_weight=38.589330029557459 48.358694325666875 81.52969798608683 18.503785125445575 leaf_count=428 409 1272 172 internal_value=0 -8.24523e-05 0.000100044 internal_weight=0 120.119 66.8625 internal_count=2281 1700 581 is_linear=0 shrinkage=0.000414422 Tree=2976 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=9.43108 14.6326 10.7728 threshold=0.15891500000000003 0.092805000000000012 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014324968855587076 -4.840850139986471e-05 0.00019797688620133705 0.00034990510299591216 leaf_weight=111.83847462071571 24.456506231799722 25.451525423442945 20.667614125646651 leaf_count=1716 166 223 190 internal_value=0 -7.99726e-05 0.000134097 internal_weight=0 137.29 45.1241 internal_count=2295 1939 356 is_linear=0 shrinkage=0.000406297 Tree=2977 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=9.03654 14.6066 10.134 threshold=0.08826500000000001 0.23458500000000002 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028819289577115448 0.00099148314303316629 0.0033015616427184351 -0.0049364077431861076 leaf_weight=56.289309483603574 101.22626474546269 11.929935890249906 8.0113612847635505 leaf_count=1049 991 103 152 internal_value=0 -0.00179996 0.000555952 internal_weight=0 68.2192 109.238 internal_count=2295 1152 1143 is_linear=0 shrinkage=0.00507927 Tree=2978 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=8.68046 14.0399 9.75452 threshold=0.08826500000000001 0.23458500000000002 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031269719367225586 0.001070784449588857 0.0035883677731849395 -0.0053778498678073109 leaf_weight=55.996749224665109 101.16503179131541 11.848267966415731 7.9381158780306569 leaf_count=1049 991 103 152 internal_value=0 -0.00195354 0.000600737 internal_weight=0 67.845 109.103 internal_count=2295 1152 1143 is_linear=0 shrinkage=0.00560792 Tree=2979 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=8.33758 13.4937 9.38835 threshold=0.08826500000000001 0.23458500000000002 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034603358249860137 0.0011795365313434334 0.003977691046064386 -0.0059750679318509806 leaf_weight=55.711624335788656 101.10556996194646 11.768331457395105 7.8666849958244702 leaf_count=1049 991 103 152 internal_value=0 -0.0021624 0.000662091 internal_weight=0 67.48 108.972 internal_count=2295 1152 1143 is_linear=0 shrinkage=0.00631543 Tree=2980 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=17.3109 12.9139 9.48554 threshold=0.077615000000000003 1.0000000180025095e-35 0.084740000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001891309958811609 -0.0004170143994016166 9.054005726151798e-05 0.00014797805463630492 leaf_weight=39.117065854836255 28.077193219389301 102.92677082202863 6.2259284377796567 leaf_count=601 742 790 87 internal_value=0 1.35071e-05 -0.000314444 internal_weight=0 142.044 34.3031 internal_count=2220 1391 829 is_linear=0 shrinkage=0.000414422 Tree=2981 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=16.8984 12.3047 9.58375 threshold=0.077615000000000003 1.0000000180025095e-35 0.084740000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018281884283587378 -0.00040830123515611189 8.3934536720917737e-05 0.00014772139036236268 leaf_weight=39.44536730623804 28.112486194586381 103.1546564711025 6.2446881465148172 leaf_count=601 742 790 87 internal_value=0 1.01318e-05 -0.000307214 internal_weight=0 142.6 34.3572 internal_count=2220 1391 829 is_linear=0 shrinkage=0.000406297 Tree=2982 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=17.0514 12.9439 9.49757 threshold=0.077615000000000003 1.0000000180025095e-35 0.084740000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020061238652450562 -0.00044195908800221219 9.5565429442468562e-05 0.00015756807620373765 leaf_weight=39.418824538122863 27.887668538605794 103.25863628659863 6.2462013238109639 leaf_count=601 742 790 87 internal_value=0 1.37217e-05 -0.000332224 internal_weight=0 142.677 34.1339 internal_count=2220 1391 829 is_linear=0 shrinkage=0.000439788 Tree=2983 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=10.2761 15.4081 11.0432 threshold=1.0000000180025095e-35 0.043130000000000009 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047365080634854473 0.0068903933759100183 0.0021424645239404832 -0.00023768359213037249 leaf_weight=41.156788715627044 8.2800083300098759 16.005378809757531 106.19367538415827 leaf_count=1098 40 55 1027 internal_value=0 -0.00281033 0.000278961 internal_weight=0 57.1622 114.474 internal_count=2220 1153 1067 is_linear=0 shrinkage=0.00595117 Tree=2984 num_leaves=4 num_cat=0 split_feature=43 15 2 split_gain=9.79025 10.4328 8.33522 threshold=-0.082894999999999983 -1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1543417279970857e-05 -0.0002027138044095581 0.00032530259356972795 1.6167062366357846e-05 leaf_weight=28.045802870998159 45.431924732052721 28.213536023860797 87.215246882173233 leaf_count=382 809 226 865 internal_value=0 0.000147461 -5.88185e-05 internal_weight=0 56.2593 132.647 internal_count=2282 608 1674 is_linear=0 shrinkage=0.000414422 Tree=2985 num_leaves=4 num_cat=0 split_feature=43 15 13 split_gain=9.4292 10.2334 9.97154 threshold=-0.082894999999999983 -1.0000000180025095e-35 -0.094869999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.277999386139278e-05 0.00015093799266592854 0.00031334870181405167 -0.00011650963124328051 leaf_weight=28.033472273731604 29.585783965652809 28.344377620378509 103.35000495333225 leaf_count=382 253 226 1421 internal_value=0 0.000141286 -5.69742e-05 internal_weight=0 56.3778 132.936 internal_count=2282 608 1674 is_linear=0 shrinkage=0.000406297 Tree=2986 num_leaves=4 num_cat=0 split_feature=43 13 43 split_gain=10.0636 9.40724 9.25667 threshold=-0.082894999999999983 -0.094869999999999996 -0.086434999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011832464358621567 0.0019476008832991017 -0.001560356086960416 0.0081772936443371153 leaf_weight=48.598175485036336 28.51692574005574 100.19594156276435 6.1818154676584518 leaf_count=471 253 1421 137 internal_value=0 -0.000782979 0.00197509 internal_weight=0 128.713 54.78 internal_count=2282 1674 608 is_linear=0 shrinkage=0.00539016 Tree=2987 num_leaves=4 num_cat=0 split_feature=43 15 13 split_gain=9.4124 10.4779 9.12171 threshold=-0.082894999999999983 -1.0000000180025095e-35 -0.090759999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3538591491976949e-05 0.00012115589611534632 0.0003092252196658615 -0.00011718897648206768 leaf_weight=28.204942205629777 34.342320121824741 28.371436185669154 98.533557241316885 leaf_count=382 320 226 1354 internal_value=0 0.000138394 -5.55792e-05 internal_weight=0 56.5764 132.876 internal_count=2282 608 1674 is_linear=0 shrinkage=0.00039833 Tree=2988 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=7.54457 12.2644 7.3778 threshold=0.088485000000000022 -0.070154999999999981 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002022061066076529 0.00012566083457469252 0.00018664989826314423 -0.00026455575918701336 leaf_weight=49.284962476580404 110.611154787126 21.704132304294035 9.7880659358343092 leaf_count=953 1038 186 96 internal_value=0 -8.32995e-05 9.39006e-05 internal_weight=0 70.9891 120.399 internal_count=2273 1139 1134 is_linear=0 shrinkage=0.000431165 Tree=2989 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=8.44851 12.6211 7.4588 threshold=0.088485000000000022 -0.070154999999999981 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020544904019825287 -0.00025909366748789439 0.00018554122218906294 0.0001308856915500643 leaf_weight=50.313711770053487 9.8999941004440171 22.064128423109651 112.98402812343556 leaf_count=953 87 186 1047 internal_value=0 -8.62395e-05 9.94321e-05 internal_weight=0 72.3778 122.884 internal_count=2273 1139 1134 is_linear=0 shrinkage=0.000431165 Tree=2990 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=6.88774 11.6036 7.21384 threshold=0.088485000000000022 -0.077774999999999983 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023104357996815684 0.001359027118595801 0.0016978292650064086 -0.0028720247509373595 leaf_weight=43.890910361136775 107.72628364595585 24.916335628600791 9.6514791725203377 leaf_count=857 1038 282 96 internal_value=0 -0.000858903 0.00101072 internal_weight=0 68.8072 117.378 internal_count=2273 1139 1134 is_linear=0 shrinkage=0.00469246 Tree=2991 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=6.73697 9.80676 2.61141 threshold=0.12541500000000003 0.11461500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9615422694873333e-05 0.00040278676306992374 -0.00049868961372039999 0.00010226976698708205 leaf_weight=167.31168929615524 9.3355470830574649 5.9807537596207103 9.0380867463536543 leaf_count=1965 108 107 93 internal_value=0 1.67446e-06 0.00025522 internal_weight=0 173.292 18.3736 internal_count=2273 2072 201 is_linear=0 shrinkage=0.00039833 Tree=2992 num_leaves=4 num_cat=0 split_feature=123 50 1 split_gain=7.85339 8.93119 3.16669 threshold=1.0000000180025095e-35 0.10647500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2285333882841432e-05 4.4231612232752814e-05 -0.00035856803635899023 0.00040028617448001737 leaf_weight=157.10519985924475 6.3590190149843719 10.707159895915536 13.199273593490942 leaf_count=1844 25 237 169 internal_value=0 7.30923e-06 0.000284678 internal_weight=0 167.812 19.5583 internal_count=2275 2081 194 is_linear=0 shrinkage=0.000414422 Tree=2993 num_leaves=4 num_cat=0 split_feature=50 48 2 split_gain=7.29908 8.87566 5.30154 threshold=0.10647500000000001 0.11951500000000001 0.13712500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011303648185192856 -0.006693218405684433 -0.0057356080112697079 0.0021355736844334648 leaf_weight=162.72146543127019 8.0332879769848642 6.9342018315801388 3.4260645359754553 leaf_count=1974 218 52 31 internal_value=0 0.000849124 -0.00405446 internal_weight=0 169.656 11.4594 internal_count=2275 2026 249 is_linear=0 shrinkage=0.00595117 Tree=2994 num_leaves=4 num_cat=0 split_feature=123 48 1 split_gain=8.30957 8.38868 3.68808 threshold=1.0000000180025095e-35 0.11951500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.191855943890882e-05 1.3103574005848818e-06 -0.00044993998158169283 0.00040141697613109385 leaf_weight=161.07551618560683 6.222037028521302 8.1917125420877692 12.146841520210726 leaf_count=2019 25 62 169 internal_value=0 -3.3165e-05 0.000266032 internal_weight=0 169.267 18.3689 internal_count=2275 2081 194 is_linear=0 shrinkage=0.000422711 Tree=2995 num_leaves=4 num_cat=0 split_feature=123 48 1 split_gain=8.07714 8.41711 3.43088 threshold=1.0000000180025095e-35 0.11951500000000001 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4793605699359319e-05 3.2071319381811307e-05 -0.00039376309633065709 0.00039365217622782338 leaf_weight=162.23736510891467 6.3778525218367603 8.3197530669858661 13.508877041982485 leaf_count=2019 25 62 169 internal_value=0 4.33468e-06 0.000277832 internal_weight=0 170.557 19.8867 internal_count=2275 2081 194 is_linear=0 shrinkage=0.000406297 Tree=2996 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=9.01528 9.78436 threshold=-0.22665999999999997 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0062441048538487117 0.00018029376478453888 -0.0049112847404188774 leaf_weight=6.3783309496939173 167.27317120338557 11.229356234136501 leaf_count=24 2027 257 internal_value=0 -0.000140502 internal_weight=0 178.503 internal_count=2308 2284 is_linear=0 shrinkage=0.00528447 Tree=2997 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=8.68605 9.45747 threshold=-0.22665999999999997 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0081194011383740362 0.00023255711277011401 -0.0064071039093612928 leaf_weight=6.3279424849897614 167.27425703173503 11.104597417521289 leaf_count=24 2027 257 internal_value=0 -0.000181422 internal_weight=0 178.379 internal_count=2308 2284 is_linear=0 shrinkage=0.00697275 Tree=2998 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=8.36835 9.14023 threshold=-0.22665999999999997 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.006308806475916205 0.00017925615329188909 -0.0049941712101384279 leaf_weight=6.2783289216458789 167.27534095506417 10.982743292523081 leaf_count=24 2027 257 internal_value=0 -0.000139987 internal_weight=0 178.258 internal_count=2308 2284 is_linear=0 shrinkage=0.00549796 Tree=2999 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=8.15472 9.55116 threshold=-0.22665999999999997 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045951992957089083 1.3860851882266091e-05 -0.00037013930044186969 leaf_weight=6.2991611566394559 172.65806422656169 11.379241154761983 leaf_count=24 2027 257 internal_value=0 -9.91825e-06 internal_weight=0 184.037 internal_count=2308 2284 is_linear=0 shrinkage=0.000406297 Tree=3000 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=9.33886 13.9917 7.41483 threshold=-0.061994999999999995 0.091615000000000016 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016509120154181413 0.00033545737770783284 9.4098563578501974e-05 3.2246099303307096e-05 leaf_weight=68.715406019007787 21.810944729950279 63.627994172740728 30.935387056786567 leaf_count=1369 154 520 272 internal_value=0 -4.04825e-05 0.000157702 internal_weight=0 132.343 52.7463 internal_count=2315 1889 426 is_linear=0 shrinkage=0.00039833 Tree=3001 num_leaves=4 num_cat=0 split_feature=0 43 43 split_gain=9.40457 8.94059 7.55835 threshold=-0.061994999999999995 0.053305000000000012 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3572217270498227e-06 0.0003581663667243933 -0.00037560008105205067 3.3032771704208549e-05 leaf_weight=119.10729308763985 21.758524623233825 13.055262768524697 30.918734088307247 leaf_count=1629 154 260 272 internal_value=0 -4.37819e-05 0.000167411 internal_weight=0 132.163 52.6773 internal_count=2315 1889 426 is_linear=0 shrinkage=0.000422711 Tree=3002 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=8.95384 14.4147 7.22255 threshold=-0.061994999999999995 0.091615000000000016 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017337253770435647 0.00033976001053040753 9.9095876541472935e-05 3.0657624775993536e-05 leaf_weight=69.485429017571732 22.039550929795951 64.085242755711079 31.565443001454696 leaf_count=1369 154 520 272 internal_value=0 -4.26507e-05 0.00015782 internal_weight=0 133.571 53.605 internal_count=2315 1889 426 is_linear=0 shrinkage=0.000414422 Tree=3003 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=8.95764 12.3398 7.64628 threshold=-0.061994999999999995 0.091615000000000016 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025233733227191042 0.0053717698911138582 0.0013952226339461007 0.00042865980542226753 leaf_weight=66.877853759331629 21.259806440444663 61.516716227401048 30.196864020079374 leaf_count=1369 154 520 272 internal_value=0 -0.000645958 0.00247219 internal_weight=0 128.395 51.4567 internal_count=2315 1889 426 is_linear=0 shrinkage=0.00631543 Tree=3004 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=7.63933 6.15645 threshold=-0.48249499999999995 -0.0068599999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0047810901181246351 0.0001281434395194105 0.0041860375347623586 leaf_weight=11.126661553978918 150.9999923335854 15.817156464559956 leaf_count=129 1999 126 internal_value=0 0.000513337 internal_weight=0 166.817 internal_count=2254 2125 is_linear=0 shrinkage=0.0061916 Tree=3005 num_leaves=4 num_cat=0 split_feature=15 156 14 split_gain=7.42288 8.3505 2.39141 threshold=-0.25061999999999995 0.091255000000000017 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001323446340274592 9.7807251244076281e-06 -0.00038228972263318431 0.00045616534778373651 leaf_weight=8.403070946922524 156.52701027650619 9.9019750847946835 7.3541884631849817 leaf_count=76 1904 171 103 internal_value=0 -1.35873e-05 0.000283847 internal_weight=0 166.429 15.7573 internal_count=2254 2075 179 is_linear=0 shrinkage=0.000414422 Tree=3006 num_leaves=4 num_cat=0 split_feature=15 156 14 split_gain=8.07547 8.41125 2.2507 threshold=-0.25061999999999995 0.091255000000000017 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014251592507246401 7.2675522383366289e-06 -0.00037539587625255727 0.00044739029044073162 leaf_weight=8.5573633722960967 158.71342025930062 10.065666913171297 7.5263204821385434 leaf_count=76 1904 171 103 internal_value=0 -1.55936e-05 0.000285542 internal_weight=0 168.779 16.0837 internal_count=2254 2075 179 is_linear=0 shrinkage=0.000406297 Tree=3007 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=7.34047 7.6228 threshold=-0.48249499999999995 -0.41249499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0040119814576926776 -0.0057960897149979809 0.00063299978234339599 leaf_weight=11.069320034235714 5.3006647925358257 161.5837845398346 leaf_count=129 49 2076 internal_value=0 0.000428156 internal_weight=0 166.884 internal_count=2254 2125 is_linear=0 shrinkage=0.00528447 Tree=3008 num_leaves=4 num_cat=0 split_feature=12 49 1429 split_gain=8.25685 13.2072 5.73127 threshold=0.084045000000000022 -0.27032499999999998 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0075634363856485e-05 0.00064937623529571359 -0.00011906892379185166 0.00040548540468413779 leaf_weight=90.85871074476745 4.0097060948610297 82.600128607184161 9.0565811987034959 leaf_count=736 9 1505 45 internal_value=0 -8.33576e-05 9.1456e-05 internal_weight=0 86.6098 99.9153 internal_count=2295 1514 781 is_linear=0 shrinkage=0.000414422 Tree=3009 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=8.00296 10.5006 3.12551 threshold=0.12541500000000003 0.11893500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7806025329524416e-06 0.00045355591828224594 -0.00058338948789331756 9.2964211395856671e-05 leaf_weight=166.24957798881223 8.797718738671394 5.4198922272771588 7.7864920715801409 leaf_count=2044 113 47 91 internal_value=0 -1.6757e-05 0.000284555 internal_weight=0 171.669 16.5842 internal_count=2295 2091 204 is_linear=0 shrinkage=0.000414422 Tree=3010 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=7.68618 8.81726 threshold=-0.41249499999999995 -0.13314999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0064550022543780833 0.0022759514034701427 -0.00047379073462714821 leaf_weight=5.3948574118548995 51.749780056881718 125.75531940901419 leaf_count=50 306 1939 internal_value=0 0.000328027 internal_weight=0 177.505 internal_count=2295 2245 is_linear=0 shrinkage=0.00560792 Tree=3011 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=8.02617 10.4231 3.09615 threshold=0.12541500000000003 0.11893500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1495683030820079e-06 0.00041816306502868788 -0.00053830453963485978 8.6267713058105826e-05 leaf_weight=165.47733369807247 8.8060574438422936 5.403126449789851 7.7510571808088562 leaf_count=2044 113 47 91 internal_value=0 -1.59658e-05 0.000263068 internal_weight=0 170.88 16.5571 internal_count=2295 2091 204 is_linear=0 shrinkage=0.000382862 Tree=3012 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=9.21305 8.55603 threshold=-0.035729999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045140859329896902 -0.00021717128026905698 6.1032657869266822e-05 leaf_weight=6.5410771686583749 19.768075485422742 154.44994232902536 leaf_count=52 544 1646 internal_value=0 2.94452e-05 internal_weight=0 174.218 internal_count=2242 2190 is_linear=0 shrinkage=0.00039833 Tree=3013 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=9.58358 7.41351 threshold=-0.035729999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0078394936411753692 -0.0034775522682081819 0.00098983786547603017 leaf_weight=6.416794264689087 18.75298561679665 150.06182585435454 leaf_count=52 544 1646 internal_value=0 0.000493236 internal_weight=0 168.815 internal_count=2242 2190 is_linear=0 shrinkage=0.00670199 Tree=3014 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=8.68993 8.56662 threshold=-0.035729999999999991 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047601444529119869 4.8139574590709581e-05 -0.00048652766791974376 leaf_weight=6.5163081418722859 168.1071159306448 5.7428531453479073 leaf_count=52 2111 79 internal_value=0 3.04262e-05 internal_weight=0 173.85 internal_count=2242 2190 is_linear=0 shrinkage=0.000431165 Tree=3015 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=8.81258 8.07949 threshold=-0.035729999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047705624027475431 -0.00023000108546590163 6.1319729417558242e-05 leaf_weight=6.6384412273764601 19.9419189337641 156.11291986849392 leaf_count=52 544 1646 internal_value=0 2.83001e-05 internal_weight=0 176.055 internal_count=2242 2190 is_linear=0 shrinkage=0.000431165 Tree=3016 num_leaves=3 num_cat=0 split_feature=42 156 split_gain=8.02188 7.86605 threshold=-0.10924999999999999 0.090170000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0059526301443751399 0.00078306895981336924 -0.0035443208363916934 leaf_weight=6.172065721882972 151.9049051082111 13.836284925928338 leaf_count=127 1867 211 internal_value=0 0.000421446 internal_weight=0 165.741 internal_count=2205 2078 is_linear=0 shrinkage=0.00549796 Tree=3017 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=7.74058 8.36015 threshold=0.15238000000000004 0.077845000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00017562382078386594 0.00035631028601989796 2.102887257569251e-05 leaf_weight=55.268263669393491 8.7270478601567429 113.02754936739802 leaf_count=1127 40 1038 internal_value=0 -4.35644e-05 internal_weight=0 168.296 internal_count=2205 2165 is_linear=0 shrinkage=0.000414422 Tree=3018 num_leaves=3 num_cat=0 split_feature=42 0 split_gain=7.71339 7.76066 threshold=-0.10924999999999999 0.15238000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0054198475596125275 0.0001158161214603683 0.0050928400017127839 leaf_weight=6.1341005146969101 157.28885495447321 8.5016179420053941 leaf_count=127 2040 38 internal_value=0 0.000371591 internal_weight=0 165.79 internal_count=2205 2078 is_linear=0 shrinkage=0.00507927 Tree=3019 num_leaves=3 num_cat=0 split_feature=42 156 split_gain=7.42011 7.50632 threshold=-0.10924999999999999 0.090170000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0076209180453058138 0.00098471526613058149 -0.0045980534943195935 leaf_weight=6.0916918313014312 151.92071175086312 13.809289232245645 leaf_count=127 1867 211 internal_value=0 0.00051906 internal_weight=0 165.73 internal_count=2205 2078 is_linear=0 shrinkage=0.00725444 Tree=3020 num_leaves=3 num_cat=0 split_feature=133 15 split_gain=8.01805 7.13786 threshold=-0.39935999999999994 0.024785000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050755338764396434 5.6186396171448607e-05 -0.00014027752558088032 leaf_weight=4.9830593154765657 141.85352298337966 38.877977981581353 leaf_count=123 1321 777 internal_value=0 1.39138e-05 internal_weight=0 180.732 internal_count=2221 2098 is_linear=0 shrinkage=0.000406297 Tree=3021 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=7.52523 8.17865 threshold=-0.5138299999999999 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0064013207099837821 -0.0073518256613400897 0.00043542761027952044 leaf_weight=6.0214647422544649 4.7005744505440807 168.55064936669078 leaf_count=163 117 1941 internal_value=0 0.000223361 internal_weight=0 173.251 internal_count=2221 2058 is_linear=0 shrinkage=0.00583448 Tree=3022 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=7.33911 7.95573 threshold=-0.5138299999999999 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0073386894396245302 -0.0084141349711433742 0.0004889642168060971 leaf_weight=5.899384267977438 4.6130240311613298 168.5465947331395 leaf_count=163 117 1941 internal_value=0 0.000250882 internal_weight=0 173.16 internal_count=2221 2058 is_linear=0 shrinkage=0.00670199 Tree=3023 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=7.94737 8.15478 threshold=-0.5138299999999999 -0.076639999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046471384248666675 -5.2785435791171409e-05 0.00013438316199031641 leaf_weight=6.3569278430659315 113.94222278520465 65.482495067990385 leaf_count=163 1439 619 internal_value=0 1.55303e-05 internal_weight=0 179.425 internal_count=2221 2058 is_linear=0 shrinkage=0.000422711 Tree=3024 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=8.57533 12.3749 10.6644 threshold=-0.078624999999999987 -0.077774999999999983 -0.094869999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033637638330856533 0.00230486960751134 0.0048445624330450488 -0.0018385787964396716 leaf_weight=37.68733530578902 26.340681021567434 25.129744307138026 88.764491505862679 leaf_count=579 230 208 1242 internal_value=0 0.00173708 -0.000890167 internal_weight=0 62.8171 115.105 internal_count=2259 787 1472 is_linear=0 shrinkage=0.00572008 Tree=3025 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=8.21781 11.9441 10.2058 threshold=-0.078624999999999987 -0.077774999999999983 -0.094869999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032896660592058723 0.0022587342532358486 0.004773260015888358 -0.0017988049901672487 leaf_weight=37.672483979316894 26.276949406135827 24.935570871690288 88.693482994567603 leaf_count=579 230 208 1242 internal_value=0 0.00170399 -0.000871217 internal_weight=0 62.6081 114.97 internal_count=2259 787 1472 is_linear=0 shrinkage=0.00572008 Tree=3026 num_leaves=4 num_cat=0 split_feature=131 43 12 split_gain=8.1497 8.97415 2.59 threshold=0.092620000000000022 -0.060799999999999993 0.085785000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013256610986283154 1.4826481796373751e-05 -4.9360575130105685e-05 -0.00045739693061738046 leaf_weight=67.307879437226802 2.3206951895263028 107.15988579916302 7.4469312475994229 leaf_count=838 53 1181 187 internal_value=0 2.08317e-05 -0.000345391 internal_weight=0 174.468 9.76763 internal_count=2259 2019 240 is_linear=0 shrinkage=0.00039052 Tree=3027 num_leaves=4 num_cat=0 split_feature=131 43 12 split_gain=8.04 9.22844 2.54809 threshold=0.092620000000000022 -0.060799999999999993 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013968052526169085 -5.3056167852284336e-06 -5.2232873507505698e-05 -0.00047734854072844991 leaf_weight=67.468930021685082 2.5466113355942053 106.82938566012308 7.2817670656368136 leaf_count=838 67 1181 173 internal_value=0 2.20618e-05 -0.000355286 internal_weight=0 174.298 9.82838 internal_count=2259 2019 240 is_linear=0 shrinkage=0.000406297 Tree=3028 num_leaves=4 num_cat=0 split_feature=128 42 16 split_gain=7.47761 6.89052 0.22822 threshold=0.086435000000000012 0.10273000000000002 -0.082559999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069752366651669125 -0.0089014597423972518 -0.0038936628528327185 -0.0061346978232168737 leaf_weight=148.74179714912316 2.2570060872239992 15.572801625123246 3.7288163318298748 leaf_count=1876 58 232 101 internal_value=0 0.000261995 -0.00720291 internal_weight=0 164.315 5.98582 internal_count=2267 2108 159 is_linear=0 shrinkage=0.00657057 Tree=3029 num_leaves=4 num_cat=0 split_feature=128 3 0 split_gain=7.29649 7.0163 0.264585 threshold=0.086435000000000012 -0.11242499999999998 -0.08076499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017578143841797197 -0.00055742037221459919 -3.0448348257928481e-05 -0.00037334419531784502 leaf_weight=37.917794675100595 2.5843354410026222 132.1794618217973 3.5764699473511419 leaf_count=259 72 1849 87 internal_value=0 1.55386e-05 -0.000452044 internal_weight=0 170.097 6.16081 internal_count=2267 2108 159 is_linear=0 shrinkage=0.000422711 Tree=3030 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=6.50396 13.6677 11.1103 threshold=-0.077944999999999987 0.088725000000000012 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2728994790457785e-05 0.00018386535797589346 -0.00036759381232969411 -0.00019742357855294563 leaf_weight=54.73231895477511 57.093862184905447 9.3265622102189791 54.043886764557101 leaf_count=338 548 232 1149 internal_value=0 0.000106348 -6.15035e-05 internal_weight=0 66.4204 108.776 internal_count=2267 780 1487 is_linear=0 shrinkage=0.000422711 Tree=3031 num_leaves=4 num_cat=0 split_feature=128 0 0 split_gain=7.22649 6.61605 0.263252 threshold=0.086435000000000012 -0.077944999999999987 -0.08076499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069134435990103919 -0.0079477893014933184 0.0017744347001897836 -0.005311461790480268 leaf_weight=102.88020905473968 2.5041905561229214 61.596343973767944 3.4193180004367596 leaf_count=1392 72 716 87 internal_value=0 0.000232187 -0.00644793 internal_weight=0 164.477 5.92351 internal_count=2267 2108 159 is_linear=0 shrinkage=0.00595117 Tree=3032 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=6.84044 7.94519 threshold=-0.082704999999999987 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0068218689302010126 0.00022329257744977546 0.0047722387152828605 leaf_weight=4.995154737844131 160.1755870062043 16.914093480445445 leaf_count=210 1902 174 internal_value=0 0.000658237 internal_weight=0 177.09 internal_count=2286 2076 is_linear=0 shrinkage=0.00631543 Tree=3033 num_leaves=3 num_cat=0 split_feature=1213 1456 split_gain=7.13542 7.4301 threshold=-0.082704999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045611377553002634 -0.00037831477701364828 5.8588190877135348e-05 leaf_weight=5.2776850261725476 7.2196802368853232 177.65869049669709 leaf_count=210 200 1876 internal_value=0 4.14894e-05 internal_weight=0 184.878 internal_count=2286 2076 is_linear=0 shrinkage=0.000422711 Tree=3034 num_leaves=3 num_cat=0 split_feature=401 1456 split_gain=7.66362 7.50882 threshold=0.10076500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037146181624167978 -0.00044464199403014331 5.8684143408935256e-05 leaf_weight=7.2362168132094657 5.7167261126451185 177.27828009746736 leaf_count=215 121 1950 internal_value=0 4.17782e-05 internal_weight=0 184.514 internal_count=2286 2165 is_linear=0 shrinkage=0.000414422 Tree=3035 num_leaves=4 num_cat=0 split_feature=1456 157 484 split_gain=6.91095 5.85362 1.17446 threshold=-1.0000000180025095e-35 -0.083944999999999978 -0.066214999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011858165208250806 -0.00029879727814271221 6.3387372528367605e-05 -0.00050841258068314271 leaf_weight=2.1366688915295526 9.0680233297171053 171.98362115013879 5.0684860991314045 leaf_count=54 161 1910 161 internal_value=0 4.52177e-05 -0.000393428 internal_weight=0 181.052 7.20515 internal_count=2286 2071 215 is_linear=0 shrinkage=0.000439788 Tree=3036 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=9.24834 13.9945 11.1783 threshold=-0.077944999999999987 0.090100000000000013 -0.088009999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3692972075832546e-05 0.005286272195455413 -0.0072227089933160028 -0.00019098538323482892 leaf_weight=94.188156060234178 30.992213576915674 15.535950447665526 43.562174058286473 leaf_count=1289 223 167 591 internal_value=0 -0.00109559 0.00208668 internal_weight=0 109.724 74.5544 internal_count=2270 1456 814 is_linear=0 shrinkage=0.00697275 Tree=3037 num_leaves=4 num_cat=0 split_feature=0 15 16 split_gain=8.84721 11.6822 9.464 threshold=-0.077944999999999987 0.091545000000000015 0.0062950000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016590575180379828 0.0027958048530053459 -0.0047581437069460046 0.0040257593025051904 leaf_weight=96.402412840747274 65.154117415775545 9.3174877841956896 13.271668621455317 leaf_count=1291 617 197 165 internal_value=0 0.00184972 -0.000970556 internal_weight=0 74.4716 109.674 internal_count=2270 814 1456 is_linear=0 shrinkage=0.00631543 Tree=3038 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=9.42175 12.4591 11.2396 threshold=-0.077944999999999987 0.090100000000000013 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3435390156408252e-05 0.00019000516668643848 -0.00043230046587076996 -0.00031563277352634388 leaf_weight=97.84458285337314 67.75079706730321 15.95899999514222 9.7050475302385149 leaf_count=1289 617 167 197 internal_value=0 -7.22367e-05 0.000126588 internal_weight=0 113.804 77.4558 internal_count=2270 1456 814 is_linear=0 shrinkage=0.000439788 Tree=3039 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=8.47889 13.3556 11.1941 threshold=-0.077944999999999987 0.090100000000000013 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2917502258187699e-05 0.0025781405276680885 -0.0060111317229423599 -0.0044063432546679005 leaf_weight=94.194861352851149 65.10670639469754 15.500186005374415 9.2680057891411689 leaf_count=1289 617 167 197 internal_value=0 -0.000895728 0.00170688 internal_weight=0 109.695 74.3747 internal_count=2270 1456 814 is_linear=0 shrinkage=0.00595117 Tree=3040 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=12.4488 9.31355 threshold=-0.49367499999999992 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042468702010318429 -1.0504065269584721e-06 0.00024623271555541699 leaf_weight=9.9588939435780031 144.84020168276038 30.404904625378549 leaf_count=117 1966 186 internal_value=0 4.18752e-05 internal_weight=0 175.245 internal_count=2269 2152 is_linear=0 shrinkage=0.000406297 Tree=3041 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=11.8106 8.56605 threshold=-0.49367499999999992 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042321024964125725 3.0851938988624919e-06 0.00025177276011668865 leaf_weight=9.7964290399104339 144.13566203473601 28.471065702382475 leaf_count=117 1863 289 internal_value=0 4.41289e-05 internal_weight=0 172.607 internal_count=2269 2152 is_linear=0 shrinkage=0.000414422 Tree=3042 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=11.7643 8.43411 threshold=-0.49367499999999992 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0079474384347309919 5.8004724418446727e-05 0.0046068802132591289 leaf_weight=9.4919159151613695 137.93481475958833 29.266769197303802 leaf_count=117 1966 186 internal_value=0 0.00085467 internal_weight=0 167.202 internal_count=2269 2152 is_linear=0 shrinkage=0.00769847 Tree=3043 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=11.3158 8.09249 threshold=-0.49367499999999992 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0073748323293052415 5.343251150429475e-05 0.0042578754384251308 leaf_weight=9.4238007077947241 137.93689072155394 29.171465107239783 leaf_count=117 1966 186 internal_value=0 0.000787789 internal_weight=0 167.108 internal_count=2269 2152 is_linear=0 shrinkage=0.00725444 Tree=3044 num_leaves=4 num_cat=0 split_feature=133 42 403 split_gain=8.24418 7.60953 0.201548 threshold=0.18654500000000004 -0.11377999999999998 -0.16509499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045050877473529097 -0.00039449888170831309 4.5856867068954372e-05 -0.00056096664366645779 leaf_weight=5.6790409433888263 4.6102278563193977 175.3631237030495 2.0650431104004374 leaf_count=122 153 1904 57 internal_value=0 3.02407e-05 -0.00044745 internal_weight=0 181.042 6.67527 internal_count=2236 2026 210 is_linear=0 shrinkage=0.000422711 Tree=3045 num_leaves=4 num_cat=0 split_feature=133 42 403 split_gain=8.36401 7.47619 0.194594 threshold=0.18654500000000004 -0.11377999999999998 -0.23931999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045679915321456276 -0.00040342367142081389 4.5932718169941796e-05 -0.00056819760782870251 leaf_weight=5.6583788670250206 4.6205667168833315 175.12384784582537 2.152030575554817 leaf_count=122 150 1904 60 internal_value=0 3.01509e-05 -0.000457232 internal_weight=0 180.782 6.7726 internal_count=2236 2026 210 is_linear=0 shrinkage=0.000431165 Tree=3046 num_leaves=4 num_cat=0 split_feature=133 42 13 split_gain=7.93742 7.66483 0.207154 threshold=0.18654500000000004 -0.11377999999999998 -0.0030199999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0074605532091020776 -0.0063186370540476641 0.00073672479181479864 -0.0090395760292857844 leaf_weight=5.4834683615481472 4.2089541701134294 170.55041715339758 2.172541659558191 leaf_count=122 150 1904 60 internal_value=0 0.000480598 -0.00726916 internal_weight=0 176.034 6.3815 internal_count=2236 2026 210 is_linear=0 shrinkage=0.00683602 Tree=3047 num_leaves=4 num_cat=0 split_feature=133 42 403 split_gain=7.71827 7.35853 0.213358 threshold=0.18654500000000004 -0.11377999999999998 -0.12602499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077801567081390464 -0.0067263370062287586 0.00076429856096704902 -0.00975890917735232 leaf_weight=5.4555567587376563 4.3440011444035918 170.54734846181236 1.9213821631856252 leaf_count=122 156 1904 54 internal_value=0 0.000498631 -0.00768315 internal_weight=0 176.003 6.26538 internal_count=2236 2026 210 is_linear=0 shrinkage=0.00725444 Tree=3048 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=6.12075 6.63254 3.8119 threshold=0.18829500000000002 0.13584000000000004 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020666399747292736 -0.0078266527537945042 0.0076639548349803103 1.6910227340131467e-05 leaf_weight=159.89327835361473 7.2922206714865734 5.9978022833820424 5.1233443534001708 leaf_count=1972 206 36 37 internal_value=0 0.000477134 -0.00459491 internal_weight=0 165.891 12.4156 internal_count=2251 2008 243 is_linear=0 shrinkage=0.00697275 Tree=3049 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=6.08228 6.55316 threshold=0.093235000000000012 0.079805000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00151817300288081 -0.0075120908766797218 0.0014717873580634957 leaf_weight=63.442218244541436 5.5088913682848206 109.17737587413285 leaf_count=1174 40 1037 internal_value=0 0.000372852 internal_weight=0 172.62 internal_count=2251 2211 is_linear=0 shrinkage=0.00739953 Tree=3050 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=5.91238 6.42341 3.73735 threshold=0.18829500000000002 0.13584000000000004 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018783370788808031 -0.0073417107232470911 0.0071383523735079734 8.0147075375410662e-06 leaf_weight=159.70372293400578 7.1621792166260985 5.9353304025717071 5.1140012023970485 leaf_count=1972 206 36 37 internal_value=0 0.000437685 -0.00428471 internal_weight=0 165.639 12.2762 internal_count=2251 2008 243 is_linear=0 shrinkage=0.00657057 Tree=3051 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=5.81549 6.33683 threshold=0.093235000000000012 -0.099659999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020358701642920686 -0.0073544753912078735 -0.00084110943971719987 leaf_weight=72.039014710462652 5.4994285702705374 100.20248541346518 leaf_count=467 40 1744 internal_value=0 0.000362263 internal_weight=0 172.242 internal_count=2251 2211 is_linear=0 shrinkage=0.00739953 Tree=3052 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=8.71143 7.1651 0.371295 threshold=-0.088654999999999984 0.077655000000000016 0.089960000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047012725992784632 -4.3095629068646715e-05 0.0001595678841108019 -0.00025581271580621591 leaf_weight=7.102368612540884 126.6163733076537 43.576481356984004 2.0068176225759089 leaf_count=256 1353 612 51 internal_value=0 8.80677e-06 -0.000423546 internal_weight=0 170.193 9.10919 internal_count=2272 1965 307 is_linear=0 shrinkage=0.000431165 Tree=3053 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=8.43677 7.63059 0.332505 threshold=-0.088654999999999984 0.077655000000000016 0.089960000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085683243309318327 -0.00082281034385489399 0.0030404422269983558 -0.0047629702154066249 leaf_weight=6.8116138862678763 122.58682007418247 42.418255772732664 1.8946579890325663 leaf_count=256 1353 612 51 internal_value=0 0.000170562 -0.00775244 internal_weight=0 165.005 8.70627 internal_count=2272 1965 307 is_linear=0 shrinkage=0.00785244 Tree=3054 num_leaves=4 num_cat=0 split_feature=403 1212 1 split_gain=8.92705 6.90397 0.344931 threshold=-0.088654999999999984 -1.0000000180025095e-35 0.089960000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046237055965264284 -0.00045720958917227513 2.5770672731061262e-05 -0.00025991699166144953 leaf_weight=7.1159777870634553 5.4448099981527767 164.66358133626636 2.0186355761252344 leaf_count=256 153 1812 51 internal_value=0 1.02619e-05 -0.000418266 internal_weight=0 170.108 9.13461 internal_count=2272 1965 307 is_linear=0 shrinkage=0.000422711 Tree=3055 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=8.22147 7.27543 0.340293 threshold=-0.088654999999999984 0.077655000000000016 0.089960000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083866286640526238 -0.00078700316290127048 0.0029094501097815841 -0.0045990455464424741 leaf_weight=6.677304025157353 122.66696606000187 42.466058766585775 1.8838645648211239 leaf_count=256 1353 612 51 internal_value=0 0.000163813 -0.00756527 internal_weight=0 165.133 8.56117 internal_count=2272 1965 307 is_linear=0 shrinkage=0.00769847 Tree=3056 num_leaves=4 num_cat=0 split_feature=3 4 133 split_gain=9.39446 12.6986 6.93545 threshold=-0.077774999999999983 0.23458500000000002 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020419000448616535 3.321067841792091e-05 0.00022121234822671505 0.00032542132381711776 leaf_weight=60.877981012221426 83.334650935721584 16.58432262763381 18.423652052413672 leaf_count=1217 693 102 256 internal_value=0 -0.000113081 8.61674e-05 internal_weight=0 77.4623 101.758 internal_count=2268 1319 949 is_linear=0 shrinkage=0.000431165 Tree=3057 num_leaves=4 num_cat=0 split_feature=1 43 39 split_gain=10.2603 10.5976 8.25114 threshold=0.090435000000000015 -1.0000000180025095e-35 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023709627976045884 3.0689048405806263e-05 5.8690185685739797e-05 0.00033482210038543567 leaf_weight=49.299704643723089 70.616671088617295 41.427493344875984 21.655848868191242 leaf_count=1054 595 396 223 internal_value=0 -0.000102051 0.000102122 internal_weight=0 90.7272 92.2725 internal_count=2268 1450 818 is_linear=0 shrinkage=0.000431165 Tree=3058 num_leaves=4 num_cat=0 split_feature=3 43 4 split_gain=8.85784 16.1464 11.5773 threshold=-0.077774999999999983 -0.074459999999999985 0.23458500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037295773470385064 0.0068727306680008383 -0.00040836685078088678 0.0039354875964304334 leaf_weight=59.214513911108952 26.695721349911764 72.727374980109744 16.054038925096393 leaf_count=1217 258 691 102 internal_value=0 0.0015476 -0.00209411 internal_weight=0 99.4231 75.2686 internal_count=2268 949 1319 is_linear=0 shrinkage=0.00800949 Tree=3059 num_leaves=4 num_cat=0 split_feature=3 43 4 split_gain=9.88247 15.3096 11.7852 threshold=-0.077774999999999983 -0.074459999999999985 0.23458500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020654666175519716 0.00036965143353484667 -1.437455731775039e-05 0.00021284377701081815 leaf_weight=61.916946498095058 27.43893893295899 74.703051925171167 16.372034536674619 leaf_count=1217 258 691 102 internal_value=0 8.88382e-05 -0.000118812 internal_weight=0 102.142 78.289 internal_count=2268 949 1319 is_linear=0 shrinkage=0.000439788 Tree=3060 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=11.0837 8.24511 0.0135727 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.064294999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004460312148927053 -0.00039460737913082103 2.9810899278981103e-05 -0.00050727957690291565 leaf_weight=7.1325073661282659 8.580960864434017 167.00110949837836 2.2622025515884143 leaf_count=323 152 1733 29 internal_value=0 9.02829e-06 -0.000461778 internal_weight=0 175.582 9.39471 internal_count=2237 1885 352 is_linear=0 shrinkage=0.000422711 Tree=3061 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=10.7031 8.10812 0.0105509 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.064294999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004455831041899904 -0.00039497437066612586 2.7864954638769144e-05 -0.00050475572222101743 leaf_weight=6.945181580260396 8.4998226573225093 166.03455593436956 2.2203787167090905 leaf_count=323 152 1733 29 internal_value=0 7.23173e-06 -0.000460937 internal_weight=0 174.534 9.16556 internal_count=2237 1885 352 is_linear=0 shrinkage=0.000422711 Tree=3062 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=10.7343 8.08142 0.00908301 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.064294999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004293823670958379 -0.00037940836350936006 2.5108046423577097e-05 -0.00048488141184223251 leaf_weight=7.0009356592199765 8.5540359308943135 166.22984083858319 2.2328652988653612 leaf_count=323 152 1733 29 internal_value=0 5.27148e-06 -0.000443776 internal_weight=0 174.784 9.2338 internal_count=2237 1885 352 is_linear=0 shrinkage=0.000406297 Tree=3063 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=10.6883 8.26957 0.00983977 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.064294999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044638724719305668 -0.00039936033947482989 2.6336990142140438e-05 -0.00050479757525078209 leaf_weight=6.9602885923231952 8.5557536303531361 166.10049691522727 2.2376337077002955 leaf_count=323 152 1733 29 internal_value=0 5.44231e-06 -0.000461613 internal_weight=0 174.656 9.19792 internal_count=2237 1885 352 is_linear=0 shrinkage=0.000422711 Tree=3064 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=7.98093 7.18372 threshold=0.062655000000000016 -0.11242499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020409908945983715 -0.0004512028603108879 -7.0869199418723638e-07 leaf_weight=38.706427564844489 6.0293414967600247 145.87096099922201 leaf_count=232 74 1975 internal_value=0 4.22568e-05 internal_weight=0 184.577 internal_count=2281 2207 is_linear=0 shrinkage=0.000422711 Tree=3065 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=7.63424 6.8923 threshold=0.062655000000000016 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002440393432624401 -0.0072829440836520301 -0.00033900831357683981 leaf_weight=66.746090232452843 5.7540934785502023 111.01871699676849 leaf_count=858 74 1349 internal_value=0 0.000704735 internal_weight=0 177.765 internal_count=2281 2207 is_linear=0 shrinkage=0.00683602 Tree=3066 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=7.35376 6.79462 threshold=0.062655000000000016 -0.11242499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0037626925400074773 -0.0082529888650586525 -1.7044782017904704e-06 leaf_weight=37.435682602692395 5.7027783464873201 140.36157775344327 leaf_count=232 74 1975 internal_value=0 0.000791218 internal_weight=0 177.797 internal_count=2281 2207 is_linear=0 shrinkage=0.00785244 Tree=3067 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=7.08318 6.57611 threshold=0.062655000000000016 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026155232100903009 -0.007823837552882431 -0.00038231904541913069 leaf_weight=66.745726441615261 5.6531392537290222 110.94539008190623 leaf_count=858 74 1349 internal_value=0 0.000743914 internal_weight=0 177.691 internal_count=2281 2207 is_linear=0 shrinkage=0.00754752 Tree=3068 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=7.31794 10.9903 4.41132 threshold=0.27190000000000009 1.0000000180025095e-35 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1806782273332456e-05 0.00031974904019001422 0.00049139005094878639 -4.3982290769149921e-05 leaf_weight=152.24371150793741 20.726990429451693 7.2034853771328917 7.9040932711213818 leaf_count=1997 186 27 95 internal_value=0 -8.11386e-06 0.000219372 internal_weight=0 159.447 28.6311 internal_count=2305 2024 281 is_linear=0 shrinkage=0.000414422 Tree=3069 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=8.5716 11.8648 6.44291 threshold=0.088485000000000022 -0.060004999999999996 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019192080486827947 0.00012754737234039657 0.00022393353333816069 -0.00025999531625901031 leaf_weight=55.149182721157558 112.68425283220131 17.455102436710149 8.9389177033444849 leaf_count=1000 1008 139 158 internal_value=0 -9.19109e-05 9.90279e-05 internal_weight=0 72.6043 121.623 internal_count=2305 1139 1166 is_linear=0 shrinkage=0.000439788 Tree=3070 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=6.57734 6.52117 threshold=0.50678000000000012 -0.078624999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021346232354265298 0.0074643439550928573 -0.0008830064012432387 leaf_weight=64.080900116823614 7.4092549995984873 112.18479967903113 leaf_count=769 132 1404 internal_value=0 0.000214157 internal_weight=0 176.266 internal_count=2305 2173 is_linear=0 shrinkage=0.00754752 Tree=3071 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=7.42399 10.7183 4.39689 threshold=0.27190000000000009 -0.097839999999999996 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047343536554576935 0.00032635541045366624 -3.4151927316893153e-05 -4.4093980414392804e-05 leaf_weight=7.7958609629422417 20.743168638553474 152.25384340609889 7.8988488717004648 leaf_count=33 186 1991 95 internal_value=0 -9.37434e-06 0.000224232 internal_weight=0 160.05 28.642 internal_count=2305 2024 281 is_linear=0 shrinkage=0.000422711 Tree=3072 num_leaves=3 num_cat=0 split_feature=456 43 split_gain=7.34229 6.89225 threshold=0.087485000000000021 -0.078624999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014731382204392879 -0.00037161067850028653 -3.5412928717630759e-05 leaf_weight=56.353184324048925 9.2080346378497762 120.18100953684188 leaf_count=687 132 1438 internal_value=0 2.29267e-05 internal_weight=0 176.534 internal_count=2257 2125 is_linear=0 shrinkage=0.000431165 Tree=3073 num_leaves=3 num_cat=0 split_feature=456 51 split_gain=7.71093 7.50247 threshold=0.087485000000000021 -0.10593999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0059363688521522637 -0.0082713888934375646 0.0011132008100248646 leaf_weight=13.894416250288485 8.826762955170123 156.69504738727119 leaf_count=212 132 1913 internal_value=0 0.000538417 internal_weight=0 170.589 internal_count=2257 2125 is_linear=0 shrinkage=0.00920039 Tree=3074 num_leaves=3 num_cat=0 split_feature=456 51 split_gain=7.15638 6.92353 threshold=0.087485000000000021 -0.10593999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026475911435389055 -0.00036859187028445277 4.8813305236978862e-05 leaf_weight=14.224166465224696 9.0859306496568006 161.66256111912662 leaf_count=212 132 1913 internal_value=0 2.34284e-05 internal_weight=0 175.887 internal_count=2257 2125 is_linear=0 shrinkage=0.000431165 Tree=3075 num_leaves=3 num_cat=0 split_feature=456 51 split_gain=7.38049 7.17769 threshold=0.087485000000000021 -0.10593999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0055914844362733012 -0.0077887099255734239 0.0010445867729785541 leaf_weight=13.854665368213317 8.8048384992871416 156.80246355303098 leaf_count=212 132 1913 internal_value=0 0.000505277 internal_weight=0 170.657 internal_count=2257 2125 is_linear=0 shrinkage=0.00884313 Tree=3076 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=7.01389 6.75821 threshold=-0.53299999999999992 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0085776819078447128 -0.0084938860045594942 0.00097790745626406806 leaf_weight=5.1271137075964353 4.7548678698949507 171.95801543153357 leaf_count=143 209 1946 internal_value=0 0.000722157 internal_weight=0 176.713 internal_count=2298 2155 is_linear=0 shrinkage=0.00785244 Tree=3077 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=6.82819 6.34466 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.008561329878804735 -0.0034881968684224067 0.0012343163006271116 leaf_weight=5.0229004356078795 19.731431941268966 156.86682511883555 leaf_count=143 540 1615 internal_value=0 0.000706347 internal_weight=0 176.598 internal_count=2298 2155 is_linear=0 shrinkage=0.00785244 Tree=3078 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=6.64806 6.5469 threshold=-0.53299999999999992 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00962337762772595 -0.0095495799116761745 0.0010589381291512244 leaf_weight=4.9206489726202554 4.6539654950029208 171.81565767753636 leaf_count=143 209 1946 internal_value=0 0.000778161 internal_weight=0 176.47 internal_count=2298 2155 is_linear=0 shrinkage=0.00884313 Tree=3079 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=7.23405 10.3089 8.66505 threshold=-0.12851999999999997 0.27467500000000006 -0.013094999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2124526169226143e-05 -6.9068007428186928e-05 0.00034273750025795574 0.00038999313407918254 leaf_weight=36.814835035125725 120.41570884984685 12.452222416875882 19.089428541134112 leaf_count=240 1817 162 79 internal_value=0 -3.04304e-05 0.000154416 internal_weight=0 132.868 55.9043 internal_count=2298 1979 319 is_linear=0 shrinkage=0.000431165 Tree=3080 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=7.74015 18.8041 14.2916 threshold=-0.10071499999999999 -0.076639999999999986 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045136567547749461 -0.0052453577676992089 0.0015310252202636091 -0.002926282378853287 leaf_weight=50.06813167501241 41.992142364848405 63.273823293042369 23.322897780570202 leaf_count=315 1060 736 140 internal_value=0 -0.00117263 0.00214918 internal_weight=0 105.266 73.391 internal_count=2251 1796 455 is_linear=0 shrinkage=0.00785244 Tree=3081 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=7.40904 18.1319 13.676 threshold=-0.10071499999999999 -0.076639999999999986 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043335613771486097 -0.0050744847226546737 0.0014678405380380924 -0.0027978765119086218 leaf_weight=49.981028028763831 41.605226349376608 63.252864580834284 23.37843204755336 leaf_count=315 1060 736 140 internal_value=0 -0.00112845 0.00206075 internal_weight=0 104.858 73.3595 internal_count=2251 1796 455 is_linear=0 shrinkage=0.00769847 Tree=3082 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=7.67096 18.981 12.4733 threshold=-0.10071499999999999 -0.076639999999999986 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023236835327368995 -0.00028033366398872198 8.1783152182525858e-05 -0.00013777927554776411 leaf_weight=50.874723291490227 42.886579112324398 65.106858432642184 23.894646678119898 leaf_count=315 1060 736 140 internal_value=0 -6.20456e-05 0.000114072 internal_weight=0 107.993 74.7694 internal_count=2251 1796 455 is_linear=0 shrinkage=0.000422711 Tree=3083 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=7.67495 18.3933 12.307 threshold=-0.10071499999999999 -0.076639999999999986 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023505522328499462 -0.00028396301481712884 7.9394102991082994e-05 -0.00013904347959280562 leaf_weight=50.967006975784898 42.817776268406305 65.483155302819796 24.048714494099841 leaf_count=315 1060 736 140 internal_value=0 -6.42872e-05 0.000115121 internal_weight=0 108.301 75.0157 internal_count=2251 1796 455 is_linear=0 shrinkage=0.000431165 Tree=3084 num_leaves=4 num_cat=0 split_feature=1456 133 13 split_gain=7.14093 6.95638 1.16201 threshold=0.075120000000000006 0.18897000000000003 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093057951831998747 -0.0034349869883121983 -0.0076030177264840059 -0.01078811834184935 leaf_weight=170.33979656308657 2.0814853934571147 6.0821535652503362 3.7492196711827992 leaf_count=1903 136 209 51 internal_value=0 0.000635593 -0.00818292 internal_weight=0 176.422 5.83071 internal_count=2299 2112 187 is_linear=0 shrinkage=0.00785244 Tree=3085 num_leaves=3 num_cat=0 split_feature=401 50 split_gain=6.98499 7.02055 threshold=0.10076500000000001 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0681518213036086e-05 -0.00042175882416532431 -0.00026289759286858094 leaf_weight=170.74247321713483 5.580637270351871 12.114262315211816 leaf_count=1900 125 274 internal_value=0 2.98816e-05 internal_weight=0 182.857 internal_count=2299 2174 is_linear=0 shrinkage=0.00039833 Tree=3086 num_leaves=4 num_cat=0 split_feature=1456 133 13 split_gain=7.37593 7.09957 1.20388 threshold=0.075120000000000006 0.18897000000000003 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1577634758077132e-05 -0.00019823597337024359 -0.00042428018738094417 -0.00060609232717229134 leaf_weight=174.93407993915025 2.2383881532587111 6.2628360530361524 3.8352227326249695 leaf_count=1903 136 209 51 internal_value=0 3.50873e-05 -0.000456872 internal_weight=0 181.197 6.07361 internal_count=2299 2112 187 is_linear=0 shrinkage=0.000439788 Tree=3087 num_leaves=3 num_cat=0 split_feature=401 133 split_gain=6.95672 7.01594 threshold=0.10076500000000001 0.18654500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9266655125495098e-05 -0.00046425007778678464 -0.00042420451187288839 leaf_weight=176.83410463080509 5.587928391294553 6.2487524531316003 leaf_count=1965 125 209 internal_value=0 3.30642e-05 internal_weight=0 183.083 internal_count=2299 2174 is_linear=0 shrinkage=0.000439788 Tree=3088 num_leaves=3 num_cat=0 split_feature=401 456 split_gain=7.36795 6.81464 threshold=0.10076500000000001 0.087015000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010075608236519232 -0.0072134048798430722 -0.0051131734528533125 leaf_weight=165.64385482150828 5.422891871770843 8.5754411382367817 leaf_count=2004 120 131 internal_value=0 0.000705758 internal_weight=0 174.219 internal_count=2255 2135 is_linear=0 shrinkage=0.00670199 Tree=3089 num_leaves=3 num_cat=0 split_feature=376 42 split_gain=6.21851 7.10671 threshold=0.048375000000000008 -0.10924999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012039965215653895 0.0076875484205454689 0.0005464144875413717 leaf_weight=4.9444971584016448 12.701290340395643 161.89201510476414 leaf_count=134 115 2006 internal_value=0 0.00017206 internal_weight=0 166.837 internal_count=2255 2140 is_linear=0 shrinkage=0.0103611 Tree=3090 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=6.06804 6.91909 threshold=0.087015000000000023 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016001785598629417 -0.0058942685716388337 0.0044822032149368415 leaf_weight=143.61567304132041 8.6304572779918072 27.137265772093087 leaf_count=1964 132 159 internal_value=0 0.000847354 internal_weight=0 170.753 internal_count=2255 2123 is_linear=0 shrinkage=0.00785244 Tree=3091 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=6.8342 7.08343 threshold=0.048375000000000008 -0.49071999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033811558066161075 0.00030238609435773693 2.2566044839576415e-05 leaf_weight=9.4827770525589568 13.545626672450451 166.30736896279268 leaf_count=113 115 2027 internal_value=0 3.07493e-06 internal_weight=0 175.79 internal_count=2255 2140 is_linear=0 shrinkage=0.000406297 Tree=3092 num_leaves=3 num_cat=0 split_feature=48 133 split_gain=7.91291 7.91218 threshold=0.12879500000000002 0.18654500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00086926201873871413 -0.0075100020533561814 -0.0093676083520208859 leaf_weight=165.00910857907729 9.7381083932705206 5.8581634567817664 leaf_count=1981 69 211 internal_value=0 0.000517285 internal_weight=0 170.867 internal_count=2261 2192 is_linear=0 shrinkage=0.00866973 Tree=3093 num_leaves=4 num_cat=0 split_feature=131 160 12 split_gain=7.80721 7.96994 3.02847 threshold=0.092410000000000006 0.09389500000000002 0.08708500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001165762510674361 0.00037406079615911585 -0.0054089728193678858 -0.011011884725259475 leaf_weight=154.44137021759525 2.6235749544575793 16.595231300452724 6.8665904917288572 leaf_count=1848 74 177 162 internal_value=0 0.000527301 -0.00786979 internal_weight=0 171.037 9.49017 internal_count=2261 2025 236 is_linear=0 shrinkage=0.00901999 Tree=3094 num_leaves=4 num_cat=0 split_feature=131 160 12 split_gain=7.56365 7.47908 3.24218 threshold=0.092410000000000006 0.09389500000000002 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3265251156677391e-05 3.8850032981520437e-05 -0.00024843081567071105 -0.00051890787004702193 leaf_weight=158.8278589475085 2.6651697149500233 16.881850915960968 7.0521065006032586 leaf_count=1848 69 177 167 internal_value=0 2.4255e-05 -0.000366155 internal_weight=0 175.71 9.71728 internal_count=2261 2025 236 is_linear=0 shrinkage=0.000431165 Tree=3095 num_leaves=4 num_cat=0 split_feature=52 160 16 split_gain=8.63498 9.5338 2.18891 threshold=-0.24600999999999998 0.09389500000000002 0.44610500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052506101791515933 5.9925689473958442e-05 -0.00028130274026024241 -0.00017555831777274939 leaf_weight=5.6698784265900013 157.84588968148455 16.106124645099044 7.3935355821158737 leaf_count=137 1862 154 108 internal_value=0 2.83041e-05 -0.000327797 internal_weight=0 173.952 13.0634 internal_count=2261 2016 245 is_linear=0 shrinkage=0.000422711 Tree=3096 num_leaves=3 num_cat=0 split_feature=150 3 split_gain=5.45642 6.68797 threshold=-0.22665999999999997 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0074741367205272222 0.0026777833980777817 -0.0010307109409789781 leaf_weight=6.5379141923040143 43.050305088516325 131.70653283636784 leaf_count=24 314 1938 internal_value=0 -0.000116953 internal_weight=0 174.757 internal_count=2276 2252 is_linear=0 shrinkage=0.00816968 Tree=3097 num_leaves=4 num_cat=0 split_feature=3 156 11 split_gain=5.12576 8.37167 7.13673 threshold=-0.10075499999999998 0.086945000000000008 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053437443441794403 8.8865107093891979e-05 -0.007231358993541521 -0.002738003365312634 leaf_weight=30.678591392934322 122.46330049500102 14.806175797013564 13.223548412555827 leaf_count=196 1716 242 122 internal_value=0 -0.000701605 0.00290935 internal_weight=0 137.269 43.9021 internal_count=2276 1958 318 is_linear=0 shrinkage=0.00920039 Tree=3098 num_leaves=3 num_cat=0 split_feature=150 4 split_gain=5.42638 6.49421 threshold=-0.22665999999999997 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000388726035521778 -4.1746386985044097e-05 0.00019067436880972085 leaf_weight=6.6312588918954125 153.41520989307901 26.140672450885177 leaf_count=24 2002 250 internal_value=0 -7.8927e-06 internal_weight=0 179.556 internal_count=2276 2252 is_linear=0 shrinkage=0.000431165 Tree=3099 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=5.61383 9.14084 7.08327 threshold=0.091615000000000016 -0.060004999999999996 -0.010219999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001486419892473056 0.00032023031165844592 0.00014169085944229213 2.2020478662576094e-05 leaf_weight=70.141734038596042 20.030946588143706 29.900301462272182 66.519431298132986 leaf_count=1332 239 178 527 internal_value=0 -6.18576e-05 9.10926e-05 internal_weight=0 100.042 86.5504 internal_count=2276 1510 766 is_linear=0 shrinkage=0.000439788 Tree=3100 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=10.3095 11.183 2.1679 threshold=0.12796000000000002 0.10273000000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0084514680743163e-05 0.00047420135960969255 -0.00038920854408289879 0.00014133748499686808 leaf_weight=149.99191917915596 9.3591647718567383 14.261813456891103 5.9778028165455899 leaf_count=1862 94 210 87 internal_value=0 -2.46265e-05 0.0003448 internal_weight=0 164.254 15.337 internal_count=2253 2072 181 is_linear=0 shrinkage=0.000431165 Tree=3101 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=9.86777 11.253 2.25709 threshold=0.12796000000000002 0.10273000000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026038920064645456 0.011256469134286528 -0.0092954925963790111 0.0030971725626101143 leaf_weight=146.23066434869543 9.0447671273723227 13.907601545099167 5.7281413113232693 leaf_count=1862 94 210 87 internal_value=0 -0.000570524 0.00810081 internal_weight=0 160.138 14.7729 internal_count=2253 2072 181 is_linear=0 shrinkage=0.010158 Tree=3102 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=9.51157 10.8435 2.20807 threshold=0.12796000000000002 0.10273000000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020881139214323831 0.0091359365053646294 -0.0075138300486996337 0.0024930906133979209 leaf_weight=146.23618028871715 8.9384401957504434 13.79931741976179 5.7073359361384055 leaf_count=1862 94 210 87 internal_value=0 -0.000457903 0.00655389 internal_weight=0 160.035 14.6458 internal_count=2253 2072 181 is_linear=0 shrinkage=0.00833308 Tree=3103 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=7.40977 10.8718 10.7311 threshold=-0.074459999999999985 -0.077774999999999983 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047581339175103131 -0.0089931346634313774 0.0078995163996943892 -9.996254912948051e-05 leaf_weight=43.022454832214862 17.482823682774324 27.109838849632069 86.843030472751707 leaf_count=647 483 267 856 internal_value=0 0.00276296 -0.00159164 internal_weight=0 70.1323 104.326 internal_count=2253 914 1339 is_linear=0 shrinkage=0.0103611 Tree=3104 num_leaves=4 num_cat=0 split_feature=15 11 43 split_gain=7.39721 7.4223 6.6979 threshold=0.091545000000000015 0.081790000000000015 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011370315651670546 0.0024707076626462291 -0.0066014570644061625 -0.0099983260678788276 leaf_weight=145.98229472019011 5.8403466371819404 12.295216793776488 12.116337241954168 leaf_count=1757 62 111 285 internal_value=0 0.000535171 -0.0059445 internal_weight=0 158.278 17.9567 internal_count=2215 1868 347 is_linear=0 shrinkage=0.00957209 Tree=3105 num_leaves=4 num_cat=0 split_feature=15 11 43 split_gain=7.11783 7.09438 6.49403 threshold=0.091545000000000015 0.081790000000000015 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098693909416785845 0.002142721352730794 -0.0057316176966669321 -0.0087753708229515361 leaf_weight=145.99248788278783 5.8461569636128869 12.293121876777148 11.985124926199203 leaf_count=1757 62 111 285 internal_value=0 0.00046452 -0.00519731 internal_weight=0 158.286 17.8313 internal_count=2215 1868 347 is_linear=0 shrinkage=0.00849974 Tree=3106 num_leaves=4 num_cat=0 split_feature=133 15 402 split_gain=6.99234 6.22773 0.272733 threshold=0.18654500000000004 0.091545000000000015 -0.24216999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4016108474340175e-05 -0.00030581290049316428 -0.00023137477734449903 -0.00049272121487381069 leaf_weight=159.26075211557327 2.1552992723882198 16.767425451776944 4.2624999734107396 leaf_count=1730 84 281 120 internal_value=0 8.71416e-06 -0.000431045 internal_weight=0 176.028 6.4178 internal_count=2215 2011 204 is_linear=0 shrinkage=0.000414422 Tree=3107 num_leaves=4 num_cat=0 split_feature=133 14 402 split_gain=6.99253 6.28069 0.270853 threshold=0.18654500000000004 0.062655000000000016 -0.20792499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3521880496183093e-05 -0.00030798103397368181 -0.00041112843344475326 -0.00049434081548708065 leaf_weight=169.20052210701397 2.1673965516965836 5.8900032124947748 4.2140324626816428 leaf_count=1939 86 72 118 internal_value=0 8.85712e-06 -0.000432153 internal_weight=0 175.091 6.38143 internal_count=2215 2011 204 is_linear=0 shrinkage=0.000414422 Tree=3108 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.05761 9.62114 threshold=-0.41249499999999995 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0099058035090726117 -0.0008625318320780918 0.0055510936827646113 leaf_weight=5.2209302530391133 152.62076038419036 21.720916950609535 leaf_count=49 1996 232 internal_value=0 -6.29494e-05 internal_weight=0 174.342 internal_count=2277 2228 is_linear=0 shrinkage=0.00901999 Tree=3109 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=5.6248 9.8922 7.73732 threshold=-0.061994999999999995 -0.10653 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1596633316542918e-05 -0.00018981794325667438 -0.00018302168544110923 0.00019564556821866292 leaf_weight=67.348542802967131 12.781826141290365 66.261698691465426 39.720828127581626 leaf_count=407 131 1435 304 internal_value=0 -6.47678e-05 0.000101769 internal_weight=0 133.61 52.5027 internal_count=2277 1842 435 is_linear=0 shrinkage=0.000431165 Tree=3110 num_leaves=3 num_cat=0 split_feature=401 129 split_gain=6.32161 5.97103 threshold=0.10076500000000001 0.089775000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2680932186192372e-05 -0.00044512496772509464 -0.00041541300154373503 leaf_weight=175.38746843312401 5.9088459932245305 6.002584629575721 leaf_count=2006 131 140 internal_value=0 -1.52784e-06 internal_weight=0 181.39 internal_count=2277 2146 is_linear=0 shrinkage=0.000422711 Tree=3111 num_leaves=3 num_cat=0 split_feature=401 480 split_gain=6.03244 5.59827 threshold=0.10076500000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.398842321116893e-05 -0.00044313445076102516 -0.00036042425538826688 leaf_weight=171.36752559791785 5.6864228013437232 7.4266725498018777 leaf_count=1961 131 185 internal_value=0 -1.60058e-06 internal_weight=0 178.794 internal_count=2277 2146 is_linear=0 shrinkage=0.000422711 Tree=3112 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=10.407 7.09287 2.27179 threshold=-0.30301999999999996 0.10098000000000001 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057123713113189814 -6.3541135882230551e-05 0.00012658428970236093 -0.00019365410508273879 leaf_weight=7.0940952519886178 111.59043817000929 54.169419662328437 5.1247763033024967 leaf_count=161 1524 475 91 internal_value=0 -1.40176e-06 -0.000413422 internal_weight=0 165.76 12.2189 internal_count=2251 1999 252 is_linear=0 shrinkage=0.000431165 Tree=3113 num_leaves=4 num_cat=0 split_feature=52 1456 2 split_gain=10.5874 6.97017 2.1788 threshold=-0.30301999999999996 -1.0000000180025095e-35 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053908749822848294 -0.00044978189093415442 1.6409917150620158e-05 -0.00018885126421352497 leaf_weight=7.0295380720635858 5.459013911895453 157.68128638033522 5.0722334601450711 leaf_count=161 175 1824 91 internal_value=0 7.59364e-07 -0.000392821 internal_weight=0 163.14 12.1018 internal_count=2251 1999 252 is_linear=0 shrinkage=0.000406297 Tree=3114 num_leaves=4 num_cat=0 split_feature=52 1 1 split_gain=11.1111 6.99215 1.9196 threshold=-0.30301999999999996 0.10098000000000001 0.10781 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003114961264645711 -6.0799620420237793e-05 0.0001244763551745493 -0.00068568795657495828 leaf_weight=9.1953778183087689 111.60767773591215 53.986063743475825 3.3608038816601029 leaf_count=213 1524 475 39 internal_value=0 -3.89463e-07 -0.000412542 internal_weight=0 165.594 12.5562 internal_count=2251 1999 252 is_linear=0 shrinkage=0.000422711 Tree=3115 num_leaves=4 num_cat=0 split_feature=52 1456 2 split_gain=10.4571 7.00239 2.26359 threshold=-0.30301999999999996 -1.0000000180025095e-35 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051940148040766955 -0.00043254765787558862 1.4378913381874306e-05 -0.000176846220511643 leaf_weight=7.0382124102907238 5.5133835122687733 158.92055382754188 5.0936585466843098 leaf_count=161 175 1824 91 internal_value=0 -6.54772e-07 -0.000376081 internal_weight=0 164.434 12.1319 internal_count=2251 1999 252 is_linear=0 shrinkage=0.00039052 Tree=3116 num_leaves=4 num_cat=0 split_feature=12 52 148 split_gain=7.71597 10.8039 8.28266 threshold=0.092355000000000007 0.077655000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093581197740131693 0.0071837201156098899 0.0044496447862693361 -0.0052783467826947117 leaf_weight=101.04571393062361 4.3391248546540728 36.660543214238714 33.354979219147936 leaf_count=1081 26 534 641 internal_value=0 0.000498337 -0.00384088 internal_weight=0 137.706 37.6941 internal_count=2282 1615 667 is_linear=0 shrinkage=0.00849974 Tree=3117 num_leaves=4 num_cat=0 split_feature=403 403 16 split_gain=7.47514 9.41881 0.106104 threshold=0.10160500000000001 0.08888500000000002 -0.091924999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3479809813655688e-05 -0.00053505025714038193 0.00055339475404394785 -0.0004152866943367912 leaf_weight=167.40726503258338 2.9869569751899689 5.6401454498991361 4.0079186244402072 leaf_count=2092 46 44 100 internal_value=0 -4.61873e-06 -0.000467745 internal_weight=0 173.047 6.99488 internal_count=2282 2136 146 is_linear=0 shrinkage=0.000439788 Tree=3118 num_leaves=4 num_cat=0 split_feature=403 403 16 split_gain=7.53416 9.32851 0.114206 threshold=0.10160500000000001 0.08888500000000002 -0.092364999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1144929030954566e-05 -0.00053771405835992801 0.00055180131490799528 -0.00041397417098508498 leaf_weight=168.63393778668251 2.9114125608466566 5.6623886143788686 4.106478478293865 leaf_count=2092 44 44 102 internal_value=0 -2.47315e-06 -0.000466628 internal_weight=0 174.296 7.01789 internal_count=2282 2136 146 is_linear=0 shrinkage=0.000439788 Tree=3119 num_leaves=4 num_cat=0 split_feature=12 4 157 split_gain=7.7932 10.3568 10.1569 threshold=0.092355000000000007 0.23458500000000002 -0.084489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044394947584105494 -0.00034093021609934304 0.00015216123878924033 5.5578576944102365e-05 leaf_weight=8.3393909895094094 27.661024330183864 11.716983004473148 135.48874241585145 leaf_count=151 604 63 1464 internal_value=0 -0.000194207 2.656e-05 internal_weight=0 39.378 143.828 internal_count=2282 667 1615 is_linear=0 shrinkage=0.000439788 Tree=3120 num_leaves=4 num_cat=0 split_feature=50 12 3 split_gain=6.82499 10.909 7.55927 threshold=0.07826000000000001 -0.016169999999999997 -0.15480499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028619017951367657 0.00033694841763388527 -0.0003829078362919254 -1.2838950144357616e-05 leaf_weight=16.876045622862875 4.7608630759641555 17.681526166794356 142.60671047365759 leaf_count=129 35 417 1697 internal_value=0 -0.000230043 1.8834e-05 internal_weight=0 22.4424 159.483 internal_count=2278 452 1826 is_linear=0 shrinkage=0.000422711 Tree=3121 num_leaves=4 num_cat=0 split_feature=0 3 3 split_gain=7.35061 14.6036 7.5125 threshold=-0.061994999999999995 -0.059315 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044252231048794227 0.0044696104804907918 0.0015794180610416042 -0.0034865794965772759 leaf_weight=63.157426064368337 38.706838028039783 63.503623400873039 12.190359350992365 leaf_count=1413 331 449 85 internal_value=0 -0.00141491 0.00256343 internal_weight=0 126.661 50.8972 internal_count=2278 1862 416 is_linear=0 shrinkage=0.00884313 Tree=3122 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=7.04109 14.1371 6.28799 threshold=-0.061994999999999995 -0.10071499999999999 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012008483082796358 -0.0031663477112334306 -0.0044063448838452084 0.0039170035610441708 leaf_weight=69.781110699055716 11.129475273191927 56.4790115787182 39.689487822121009 leaf_count=458 108 1404 308 internal_value=0 -0.00130766 0.00236513 internal_weight=0 126.26 50.819 internal_count=2278 1862 416 is_linear=0 shrinkage=0.00833308 Tree=3123 num_leaves=4 num_cat=0 split_feature=0 3 3 split_gain=7.10001 15.2211 7.24515 threshold=-0.061994999999999995 -0.062879999999999978 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021713098077155553 0.00021167401041650836 7.8865911139827633e-05 -0.00016685102196773281 leaf_weight=63.530430089624133 39.650986106134951 65.657599925878458 12.304013126296921 leaf_count=1398 331 464 85 internal_value=0 -6.67062e-05 0.000122003 internal_weight=0 129.188 51.955 internal_count=2278 1862 416 is_linear=0 shrinkage=0.000431165 Tree=3124 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.90112 10.6337 5.50059 threshold=-0.10075499999999998 -0.078904999999999989 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022804889802155586 -0.0002328376202619527 2.2690616240480067e-05 -7.8869414673437074e-05 leaf_weight=33.276528614573181 38.393585244659334 102.87657128099818 14.340155791724099 leaf_count=208 941 1005 128 internal_value=0 -4.67774e-05 0.000135623 internal_weight=0 141.27 47.6167 internal_count=2282 1946 336 is_linear=0 shrinkage=0.000414422 Tree=3125 num_leaves=4 num_cat=0 split_feature=3 133 11 split_gain=6.05049 11.9925 5.79398 threshold=-0.10075499999999998 0.089610000000000009 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0058551285810844404 -0.0024986312674005126 0.0059137100037726532 -0.002351849923339349 leaf_weight=32.077544395811856 110.22886169311823 22.831786546856165 13.700139182736164 leaf_count=208 1500 446 128 internal_value=0 -0.00105452 0.00339902 internal_weight=0 133.061 45.7777 internal_count=2282 1946 336 is_linear=0 shrinkage=0.0105684 Tree=3126 num_leaves=4 num_cat=0 split_feature=3 133 11 split_gain=5.78883 11.4423 5.55187 threshold=-0.10075499999999998 0.089610000000000009 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063340698177868681 -0.0026980516288651652 0.0063631371584444629 -0.0025371099668761842 leaf_weight=32.005186561029404 110.17936185031431 22.901920377626084 13.707426048931664 leaf_count=208 1500 446 128 internal_value=0 -0.00113803 0.003674 internal_weight=0 133.081 45.7126 internal_count=2282 1946 336 is_linear=0 shrinkage=0.0116683 Tree=3127 num_leaves=3 num_cat=0 split_feature=0 454 split_gain=4.82309 12.2438 threshold=-0.24122499999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0097132029537459683 -0.00013931542435190883 0.016009590301250681 leaf_weight=6.0818380415439597 166.56742886692518 6.1033071465790263 leaf_count=39 2221 22 internal_value=0 0.000433199 internal_weight=0 172.671 internal_count=2282 2243 is_linear=0 shrinkage=0.0112152 Tree=3128 num_leaves=3 num_cat=0 split_feature=147 150 split_gain=9.0713 11.1272 threshold=0.08598500000000002 0.10781 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.3325875682032824e-05 0.00028328274100215535 -0.0005960475166974866 leaf_weight=155.47220693156123 16.59037388022989 7.088270370848476 leaf_count=2073 112 79 internal_value=0 -5.79298e-05 internal_weight=0 162.56 internal_count=2264 2152 is_linear=0 shrinkage=0.000439788 Tree=3129 num_leaves=3 num_cat=0 split_feature=147 150 split_gain=8.23455 11.6659 threshold=0.08598500000000002 0.10781 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0007230261248265009 0.0063693713285867251 -0.014272222485395277 leaf_weight=148.75361646263627 15.811985456850378 6.8404291588813058 leaf_count=2073 112 79 internal_value=0 -0.00132037 internal_weight=0 155.594 internal_count=2264 2152 is_linear=0 shrinkage=0.010158 Tree=3130 num_leaves=3 num_cat=0 split_feature=147 150 split_gain=8.08157 10.8798 threshold=0.08598500000000002 0.10781 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.0831836016522913e-05 0.00026591770015177137 -0.00058290567682122471 leaf_weight=151.94730802252889 16.04966024402529 6.9202336152084163 leaf_count=2073 112 79 internal_value=0 -5.49472e-05 internal_weight=0 158.868 internal_count=2264 2152 is_linear=0 shrinkage=0.000431165 Tree=3131 num_leaves=3 num_cat=0 split_feature=147 150 split_gain=8.18771 10.9642 threshold=0.08598500000000002 0.10781 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9363165672738589e-05 0.00026304376388433526 -0.00057187838406998421 leaf_weight=151.97616102587199 16.10064470814541 6.9423428573645642 leaf_count=2073 112 79 internal_value=0 -5.31287e-05 internal_weight=0 158.919 internal_count=2264 2152 is_linear=0 shrinkage=0.000422711 Tree=3132 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=8.78537 8.94024 8.19931 threshold=0.10098000000000001 -0.0070549999999999996 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050973154577566961 0.0054347848247621533 0.00073669952218768562 -0.0025717572019606796 leaf_weight=48.547324430546723 42.494298128411174 61.321503509650938 19.125749719329178 leaf_count=730 431 966 139 internal_value=0 -0.00184159 0.00294967 internal_weight=0 109.869 61.62 internal_count=2266 1696 570 is_linear=0 shrinkage=0.010158 Tree=3133 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=9.51532 8.95554 8.13126 threshold=0.10098000000000001 0.077000000000000013 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5796879339894065e-05 0.00023735702078278491 -0.00051419966735161951 -0.00010455253140410575 leaf_weight=103.42723557516001 43.632964664138854 8.5286627546884102 19.433087890036404 leaf_count=1507 431 189 139 internal_value=0 -8.15608e-05 0.000132002 internal_weight=0 111.956 63.0661 internal_count=2266 1696 570 is_linear=0 shrinkage=0.000439788 Tree=3134 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=10.299 8.92671 8.33358 threshold=0.10098000000000001 0.077000000000000013 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7617255934089841e-05 0.00023636197550336988 -0.00050155743709861199 -0.00010112925881436275 leaf_weight=105.2998664425686 44.628552223788574 8.7019001350854506 19.547941320575774 leaf_count=1507 431 189 139 internal_value=0 -8.23453e-05 0.000133564 internal_weight=0 114.002 64.1765 internal_count=2266 1696 570 is_linear=0 shrinkage=0.000431165 Tree=3135 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=9.56904 8.89838 8.00525 threshold=0.10098000000000001 0.077000000000000013 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5512248953504283e-05 0.00023178959683539172 -0.0005028321328350491 -9.9697743381193263e-05 leaf_weight=104.06122497294564 43.727995653869584 8.5418026197585259 19.603306135162711 leaf_count=1507 431 189 139 internal_value=0 -8.02828e-05 0.000129183 internal_weight=0 112.603 63.3313 internal_count=2266 1696 570 is_linear=0 shrinkage=0.000431165 Tree=3136 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=5.81159 7.59077 threshold=0.51074000000000008 0.084710000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8028680257219217e-06 0.00042525264108375036 -0.00047570702398144115 leaf_weight=174.70946631429251 6.0375033635646096 6.5797700074617742 leaf_count=2037 109 174 internal_value=0 -1.26852e-05 internal_weight=0 181.289 internal_count=2320 2211 is_linear=0 shrinkage=0.000439788 Tree=3137 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=5.8054 7.60637 threshold=0.51074000000000008 0.084710000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.331754960554386e-06 0.00041651790128618976 -0.00046485697268177056 leaf_weight=177.02821674221195 6.0626352508552364 6.6168302486767052 leaf_count=2037 109 174 internal_value=0 -1.1656e-05 internal_weight=0 183.645 internal_count=2320 2211 is_linear=0 shrinkage=0.000431165 Tree=3138 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=5.5497 7.43134 threshold=0.51074000000000008 0.084710000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013463244817640035 0.010597099705478522 -0.01188328201621606 leaf_weight=171.32151292182971 5.8146822066046289 6.435755217622499 leaf_count=2037 109 174 internal_value=0 -0.000301709 internal_weight=0 177.757 internal_count=2320 2211 is_linear=0 shrinkage=0.0109953 Tree=3139 num_leaves=4 num_cat=0 split_feature=157 157 1 split_gain=5.47424 7.7869 5.26916 threshold=-0.083944999999999978 -0.08107499999999998 0.10828500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013390411548878803 0.0091965014371597192 -7.7114409587338432e-05 0.0021402947529654309 leaf_weight=5.8740894903312419 9.888260778388938 163.9740892900154 3.6427486888132989 leaf_count=154 52 2087 27 internal_value=0 0.000451266 -0.00745336 internal_weight=0 173.862 9.51684 internal_count=2320 2139 181 is_linear=0 shrinkage=0.010158 Tree=3140 num_leaves=4 num_cat=0 split_feature=1456 13 160 split_gain=7.12708 7.14091 0.774181 threshold=1.0000000180025095e-35 0.25845500000000005 -0.086284999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011211304053920657 -0.0052848880271630563 -0.010863556579875382 -0.01336084451029654 leaf_weight=170.48256571730599 2.0611158796818927 5.9607739718630901 4.3902606170158824 leaf_count=1992 68 60 126 internal_value=0 0.000715121 -0.0108039 internal_weight=0 176.443 6.45138 internal_count=2246 2052 194 is_linear=0 shrinkage=0.0107797 Tree=3141 num_leaves=4 num_cat=0 split_feature=1456 15 160 split_gain=6.96692 7.92087 0.869054 threshold=1.0000000180025095e-35 -0.24297999999999997 -0.086284999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033242606128799858 -0.00020056836981765109 4.1920926318380592e-07 -0.00054164477897039685 leaf_weight=15.133505250327287 2.1829856287804432 167.92208254692378 4.4498165976256123 leaf_count=178 68 1874 126 internal_value=0 2.78986e-05 -0.000430288 internal_weight=0 183.056 6.6328 internal_count=2246 2052 194 is_linear=0 shrinkage=0.000439788 Tree=3142 num_leaves=4 num_cat=0 split_feature=1456 15 160 split_gain=6.89293 7.1022 0.781946 threshold=1.0000000180025095e-35 -0.24297999999999997 -0.086284999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091366766903889785 -0.0059364054903146097 6.241648989408322e-05 -0.015284787431285382 leaf_weight=14.379877158673478 2.0603232501307502 162.17506463290192 4.3109236244345075 leaf_count=178 68 1874 126 internal_value=0 0.000802396 -0.0122885 internal_weight=0 176.555 6.37125 internal_count=2246 2052 194 is_linear=0 shrinkage=0.0123825 Tree=3143 num_leaves=4 num_cat=0 split_feature=1456 42 2 split_gain=6.54304 6.84844 1.12749 threshold=-1.0000000180025095e-35 0.10258000000000002 0.081505000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012046995687518078 5.2849359852124669e-05 -0.00025109916412086107 -0.00050187545355183665 leaf_weight=2.0291075347922733 165.72463092836551 15.011773162754251 5.0788162284879945 leaf_count=42 1799 232 173 internal_value=0 2.75799e-05 -0.00039361 internal_weight=0 180.736 7.10792 internal_count=2246 2031 215 is_linear=0 shrinkage=0.000431165 Tree=3144 num_leaves=3 num_cat=0 split_feature=13 132 split_gain=7.65449 6.43185 threshold=-0.24689499999999998 0.079320000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028583913142311623 -7.3728075483601191e-05 0.00019057892797469351 leaf_weight=14.110340436454861 153.38820880209096 19.247249701060355 leaf_count=114 1956 227 internal_value=0 -4.42425e-05 internal_weight=0 172.635 internal_count=2297 2183 is_linear=0 shrinkage=0.000431165 Tree=3145 num_leaves=3 num_cat=0 split_feature=13 51 split_gain=6.87317 7.34796 threshold=-0.24689499999999998 -0.40771999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0065120583178242568 -0.014362862430505541 -0.00067240121957096871 leaf_weight=13.520164150744675 4.1302105309441677 161.45310864195926 leaf_count=114 79 2104 internal_value=0 -0.0010155 internal_weight=0 165.583 internal_count=2297 2183 is_linear=0 shrinkage=0.010158 Tree=3146 num_leaves=3 num_cat=0 split_feature=41 155 split_gain=6.63454 6.43845 threshold=0.083035000000000012 0.083985000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033924456605442425 -0.0098994043958879376 -0.010438452826740545 leaf_weight=165.6708370494307 7.3136017029173663 5.9046907511074087 leaf_count=2070 77 150 internal_value=0 -3.27848e-05 internal_weight=0 171.576 internal_count=2297 2220 is_linear=0 shrinkage=0.010158 Tree=3147 num_leaves=3 num_cat=0 split_feature=13 132 split_gain=6.58792 6.22332 threshold=-0.24689499999999998 0.079320000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0068106459516284416 -0.0017804179034670825 0.0048872504709960686 leaf_weight=13.398289739852769 147.09759220329579 18.269933169125579 leaf_count=114 1956 227 internal_value=0 -0.00104329 internal_weight=0 165.368 internal_count=2297 2183 is_linear=0 shrinkage=0.0107797 Tree=3148 num_leaves=4 num_cat=0 split_feature=403 475 15 split_gain=7.81503 9.68184 6.50231 threshold=-1.0000000180025095e-35 -0.086004999999999984 0.09167500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015174225269986725 0.0024002862259076556 -0.0088106891939112066 -0.0049352165857313507 leaf_weight=2.3049303870648172 145.19879441574449 16.397236334625632 16.22528915759176 leaf_count=5 1458 567 252 internal_value=0 -0.00584223 0.00166247 internal_weight=0 18.7022 161.424 internal_count=2282 572 1710 is_linear=0 shrinkage=0.0109953 Tree=3149 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=8.32015 9.63394 6.94583 threshold=0.09167500000000002 0.088235000000000022 -0.084964999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6019310841452806e-05 0.00013819804837974197 0.00046194698582218704 -0.00041266895266414184 leaf_weight=157.89512522990117 6.2692828476429012 10.51205115241464 13.17484970926307 leaf_count=1756 60 160 306 internal_value=0 6.26553e-05 -0.000235094 internal_weight=0 168.407 19.4441 internal_count=2282 1916 366 is_linear=0 shrinkage=0.000431165 Tree=3150 num_leaves=4 num_cat=0 split_feature=403 3 475 split_gain=8.3018 10.8964 6.55219 threshold=-1.0000000180025095e-35 -0.10175499999999998 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023915944871865698 -0.00030013197236278808 -0.00044077029659756888 8.127590219263322e-05 leaf_weight=6.104844766668978 8.4614271845202875 13.489466756174805 158.01914701849455 leaf_count=54 154 518 1556 internal_value=0 -0.000228903 6.18585e-05 internal_weight=0 19.5943 166.481 internal_count=2282 572 1710 is_linear=0 shrinkage=0.000422711 Tree=3151 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=8.43269 11.2879 6.9266 threshold=-1.0000000180025095e-35 -0.10175499999999998 0.09167500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025591706520941223 9.5779066204079781e-05 -0.0004584871723541438 -0.0002012480934393785 leaf_weight=6.1950921183452037 151.80873389937915 13.729668695654253 16.854598968522623 leaf_count=54 1458 518 252 internal_value=0 -0.000236329 6.60776e-05 internal_weight=0 19.9248 168.663 internal_count=2282 572 1710 is_linear=0 shrinkage=0.000439788 Tree=3152 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=8.62391 17.9154 8.05751 threshold=-0.10071499999999999 0.092805000000000012 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021263224283503472 -0.00014059407573849595 0.00033110065188362561 -8.3213454781957662e-05 leaf_weight=52.391806436469778 90.768230803310871 17.07866048568394 23.961772970622405 leaf_count=333 1638 159 138 internal_value=0 -6.5851e-05 0.00011979 internal_weight=0 107.847 76.3536 internal_count=2268 1797 471 is_linear=0 shrinkage=0.000422711 Tree=3153 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=7.89075 17.7003 8.85186 threshold=-0.10071499999999999 0.092805000000000012 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065901149033508327 -0.0042065872788604039 0.010319298138214831 -0.0029822556654955988 leaf_weight=51.276473489357159 87.37071420828579 16.542148023028858 23.30932848865632 leaf_count=333 1638 159 138 internal_value=0 -0.0018927 0.00359859 internal_weight=0 103.913 74.5858 internal_count=2268 1797 471 is_linear=0 shrinkage=0.0128828 Tree=3154 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=7.54762 16.9366 8.4762 threshold=-0.10071499999999999 0.092805000000000012 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052942621063226704 -0.0033789190369159874 0.0082833906576159945 -0.0023872333865043566 leaf_weight=51.18754096631892 87.231725578778423 16.527077057864517 23.352099278941751 leaf_count=333 1638 159 138 internal_value=0 -0.00152012 0.00288777 internal_weight=0 103.759 74.5396 internal_count=2268 1797 471 is_linear=0 shrinkage=0.0105684 Tree=3155 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=7.21918 16.2045 8.33101 threshold=-0.10071499999999999 0.092805000000000012 -0.0087699999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055445621924803514 -0.003441963213674602 0.0084318610231339571 0.0086081444042545065 leaf_weight=52.453846213989891 87.097225906443782 16.513704583281651 22.041048580314964 leaf_count=348 1638 159 123 internal_value=0 -0.00154829 0.00293892 internal_weight=0 103.611 74.4949 internal_count=2268 1797 471 is_linear=0 shrinkage=0.0109953 Tree=3156 num_leaves=4 num_cat=0 split_feature=133 49 43 split_gain=7.2999 6.52996 0.278859 threshold=0.18654500000000004 0.27293500000000009 -0.034774999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8241974305826355e-05 -0.00050666678955975245 -0.00041484662552516819 -0.00030578017587385982 leaf_weight=171.2588849698077 4.4159868292044848 6.1057380487909532 1.9805779617745418 leaf_count=2001 134 38 86 internal_value=0 2.26015e-05 -0.000445561 internal_weight=0 177.365 6.39656 internal_count=2259 2039 220 is_linear=0 shrinkage=0.000431165 Tree=3157 num_leaves=4 num_cat=0 split_feature=133 49 13 split_gain=6.94403 6.78495 0.280339 threshold=0.18654500000000004 0.27293500000000009 0.0082450000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011363046233795718 -0.010931625800274295 -0.01221895594004486 -0.016843872644918399 leaf_weight=165.57167624600697 4.0220818008529013 6.0264608245342961 1.9420095989480612 leaf_count=2001 184 38 36 internal_value=0 0.000665966 -0.0129044 internal_weight=0 171.598 5.96409 internal_count=2259 2039 220 is_linear=0 shrinkage=0.0123825 Tree=3158 num_leaves=4 num_cat=0 split_feature=133 49 43 split_gain=6.74794 6.47759 0.285296 threshold=0.18654500000000004 0.27293500000000009 -0.034774999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010261826156611501 -0.013568024830305524 -0.011021982112841533 -0.0079387072635295954 leaf_weight=165.57876194571145 4.0509744263254106 6.0340813195798537 1.8113837010459963 leaf_count=2001 134 38 86 internal_value=0 0.000601378 -0.0118601 internal_weight=0 171.613 5.86236 internal_count=2259 2039 220 is_linear=0 shrinkage=0.0114395 Tree=3159 num_leaves=4 num_cat=0 split_feature=133 133 1 split_gain=6.68273 6.06315 0.32476 threshold=0.18654500000000004 0.087195000000000009 0.090905000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2692801794337377e-05 -0.00051692239452016356 0.00021741912094008664 -0.00028468177226105952 leaf_weight=150.3339746130514 4.250657601398415 25.953426508232951 1.7212613685987888 leaf_count=1664 161 375 59 internal_value=0 2.12047e-05 -0.000451105 internal_weight=0 176.287 5.97192 internal_count=2259 2039 220 is_linear=0 shrinkage=0.000439788 Tree=3160 num_leaves=4 num_cat=0 split_feature=403 4 42 split_gain=7.70905 5.57812 0.204061 threshold=0.10160500000000001 0.0063250000000000008 0.085945000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013917165856049494 -0.010346905552501135 0.003018427346651502 -0.014815385686610337 leaf_weight=102.05321227235254 2.8750740048708385 67.466508801211603 3.5860487716272473 leaf_count=1533 80 602 64 internal_value=0 0.000363602 -0.0128633 internal_weight=0 169.52 6.46112 internal_count=2279 2135 144 is_linear=0 shrinkage=0.0119017 Tree=3161 num_leaves=3 num_cat=0 split_feature=1212 41 split_gain=6.32775 5.72783 threshold=-1.0000000180025095e-35 0.083035000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014666233812959241 0.00084659538025758259 -0.011704409241052087 leaf_weight=5.4117300166981286 163.26780994934961 7.0720382598228744 leaf_count=166 2040 73 internal_value=0 0.000324259 internal_weight=0 170.34 internal_count=2279 2113 is_linear=0 shrinkage=0.0136713 Tree=3162 num_leaves=4 num_cat=0 split_feature=403 52 42 split_gain=7.41468 5.5267 0.20808 threshold=0.10160500000000001 0.18829500000000002 0.085945000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00109334912768812 -0.011290046739375859 -0.0076278367096032518 -0.016325044653154822 leaf_weight=155.68778308393667 2.8208201656816518 13.627383323735556 3.4757532859221101 leaf_count=1876 80 259 64 internal_value=0 0.000390641 -0.0141103 internal_weight=0 169.315 6.29657 internal_count=2279 2135 144 is_linear=0 shrinkage=0.0131404 Tree=3163 num_leaves=4 num_cat=0 split_feature=403 50 42 split_gain=7.20581 5.45801 0.21234 threshold=0.10160500000000001 0.088425000000000017 0.085945000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010220682896508368 -0.0097250824649684747 -0.005786877100899205 -0.01418080623995926 leaf_weight=152.10946339688962 2.7875044074608004 17.122983072884381 3.4060803866013885 leaf_count=1754 80 381 64 internal_value=0 0.000332562 -0.0122115 internal_weight=0 169.232 6.19358 internal_count=2279 2135 144 is_linear=0 shrinkage=0.0114395 Tree=3164 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=8.40855 6.22067 threshold=0.12431000000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013641794235682522 -0.012670741312494037 -0.0097820224994141711 leaf_weight=160.43684791529085 8.0539554674178344 8.7449032996664737 leaf_count=1968 68 221 internal_value=0 0.000787 internal_weight=0 169.182 internal_count=2257 2189 is_linear=0 shrinkage=0.0128828 Tree=3165 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=7.31306 6.96036 threshold=0.12431000000000002 -0.17852999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048925579723593771 -0.00038070815508112454 1.0248663659664791e-05 leaf_weight=5.5797566454857579 8.2735241469927114 170.14244741457514 leaf_count=20 68 2169 internal_value=0 2.55102e-05 internal_weight=0 175.722 internal_count=2257 2189 is_linear=0 shrinkage=0.000422711 Tree=3166 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=7.74617 8.38225 threshold=0.12431000000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00056395104632351711 -0.00040241948923947185 8.4203969980148529e-06 leaf_weight=5.1868989653885356 8.2341371886432153 167.79145157209132 leaf_count=18 68 2171 internal_value=0 2.51388e-05 internal_weight=0 172.978 internal_count=2257 2189 is_linear=0 shrinkage=0.000431165 Tree=3167 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=8.00064 5.98024 threshold=0.12431000000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013065024010385038 -0.012108021098139209 -0.0094331851002169946 leaf_weight=160.62373499688692 8.0644259741529805 8.7008749881642853 leaf_count=1968 68 221 internal_value=0 0.000753634 internal_weight=0 169.325 internal_count=2257 2189 is_linear=0 shrinkage=0.0126302 Tree=3168 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=7.61708 10.2089 9.72588 threshold=0.077765000000000015 0.080475000000000005 0.10798000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017991970329471471 0.0005785272203482027 3.4238419266765193e-05 0.00038646039710679551 leaf_weight=57.138259040249977 7.0570251867175093 114.80907438672148 6.5165038220584384 leaf_count=1173 26 1053 17 internal_value=0 6.58428e-05 -0.000121839 internal_weight=0 121.866 63.6548 internal_count=2269 1079 1190 is_linear=0 shrinkage=0.000439788 Tree=3169 num_leaves=3 num_cat=0 split_feature=1429 14 split_gain=5.88991 6.16908 threshold=-1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013981286522804007 0.00091638706664302287 -0.012955381250429714 leaf_weight=5.221194007957819 167.98860654456075 5.9447544591967008 leaf_count=119 2076 74 internal_value=0 0.000440903 internal_weight=0 173.933 internal_count=2269 2150 is_linear=0 shrinkage=0.0134032 Tree=3170 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=6.29203 9.60524 9.00786 threshold=1.0000000180025095e-35 0.10798000000000001 0.0071950000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043719511530492692 0.00065036145552919619 0.0095269664336888431 0.012543200600080703 leaf_weight=52.876870278152637 111.79337028751615 6.4681990062817922 7.9063529416453084 leaf_count=1151 1017 17 84 internal_value=0 -0.00285449 0.00143778 internal_weight=0 59.3451 119.7 internal_count=2269 1168 1101 is_linear=0 shrinkage=0.0107797 Tree=3171 num_leaves=4 num_cat=0 split_feature=39 48 43 split_gain=6.05959 8.40786 5.5208 threshold=0.0095750000000000019 0.12230500000000001 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0506651300647621e-06 0.00030506069188275471 -0.00044151412268258214 -0.00013409451634899665 leaf_weight=147.10695418086834 20.054287645965818 8.7555576924933103 7.2290065148845306 leaf_count=1944 191 60 74 internal_value=0 -3.15077e-05 0.000188689 internal_weight=0 155.863 27.2833 internal_count=2269 2004 265 is_linear=0 shrinkage=0.000431165 Tree=3172 num_leaves=4 num_cat=0 split_feature=133 40 12 split_gain=7.74802 7.47192 3.31359 threshold=-0.108885 -0.074429999999999982 0.10653000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044362347921748945 0.00030554100930950992 -1.0729036662351532e-06 7.7686429778660429e-05 leaf_weight=10.004216382745652 17.0901516135782 151.4091407287051 3.077118396991863 leaf_count=231 167 1828 50 internal_value=0 3.00567e-05 -0.000321061 internal_weight=0 168.499 13.0813 internal_count=2276 1995 281 is_linear=0 shrinkage=0.000439788 Tree=3173 num_leaves=4 num_cat=0 split_feature=123 130 2 split_gain=8.07978 9.20988 2.82296 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.095085000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5964390388028256e-06 5.9442390199505225e-05 -0.00048397523525102568 0.00039019760297915804 leaf_weight=154.6702405459946 7.5503916945308474 7.4897397789172819 11.85574297653511 leaf_count=1786 84 291 115 internal_value=0 -2.6792e-05 0.000261695 internal_weight=0 162.16 19.4061 internal_count=2276 2077 199 is_linear=0 shrinkage=0.000422711 Tree=3174 num_leaves=4 num_cat=0 split_feature=123 130 2 split_gain=7.31499 8.82032 2.9192 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.095085000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010302164938632849 0.0012408660209742928 -0.013410078483714548 0.010720813681859618 leaf_weight=150.15789521002444 7.2476974693127003 7.0833666780963531 11.348634927533565 leaf_count=1786 84 291 115 internal_value=0 -0.00070403 0.00703118 internal_weight=0 157.241 18.5963 internal_count=2276 2077 199 is_linear=0 shrinkage=0.0116683 Tree=3175 num_leaves=4 num_cat=0 split_feature=123 130 2 split_gain=7.05493 8.6249 2.86425 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.095085000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001156872254572411 0.0013954897617644089 -0.01538407966395878 0.012217317421073829 leaf_weight=150.15575078432448 7.2373455502092865 6.935137440392281 11.184666129760442 leaf_count=1786 84 291 115 internal_value=0 -0.000791533 0.00797166 internal_weight=0 157.091 18.422 internal_count=2276 2077 199 is_linear=0 shrinkage=0.0134032 Tree=3176 num_leaves=4 num_cat=0 split_feature=1456 376 2 split_gain=9.4564 8.09278 0.0254927 threshold=-1.0000000180025095e-35 0.048375000000000008 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047132704738286712 -8.4908971825721365e-06 0.00033465603679313816 -0.00055058606857986611 leaf_weight=4.5540635384968473 157.27362977562007 13.887475905008612 2.2323050841223449 leaf_count=162 1938 123 53 internal_value=0 1.93852e-05 -0.00049887 internal_weight=0 171.161 6.78637 internal_count=2276 2061 215 is_linear=0 shrinkage=0.000431165 Tree=3177 num_leaves=4 num_cat=0 split_feature=1456 376 2 split_gain=8.77847 7.46967 0.0215307 threshold=-1.0000000180025095e-35 0.048375000000000008 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013218028805040645 -0.0002348570327422734 0.0092999434326686368 -0.015421220831218389 leaf_weight=4.2382365699741049 152.09213625482516 13.136876155622302 2.1157015638891608 leaf_count=162 1938 123 53 internal_value=0 0.000524214 -0.0139956 internal_weight=0 165.229 6.35394 internal_count=2276 2061 215 is_linear=0 shrinkage=0.0121397 Tree=3178 num_leaves=4 num_cat=0 split_feature=1456 52 2 split_gain=8.5564 7.39814 0.019157 threshold=-1.0000000180025095e-35 -0.5138299999999999 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014565603848309657 -0.014680989897552878 0.0010942422080561461 -0.016954466333834801 leaf_weight=4.1521950848982661 5.5064369596075258 159.57709735160461 2.0775194438174367 leaf_count=162 154 1907 53 internal_value=0 0.000566415 -0.0154116 internal_weight=0 165.084 6.22971 internal_count=2276 2061 215 is_linear=0 shrinkage=0.0134032 Tree=3179 num_leaves=4 num_cat=0 split_feature=1456 376 2 split_gain=8.68826 7.8931 0.0164426 threshold=-1.0000000180025095e-35 0.048375000000000008 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047685335327124218 -1.0047281663305925e-05 0.00033853658611486526 -0.00055159241109323958 leaf_weight=4.2754109274828798 158.33458803733811 13.627458602422847 2.1303624110296369 leaf_count=162 1938 123 53 internal_value=0 1.76114e-05 -0.000503274 internal_weight=0 171.962 6.40577 internal_count=2276 2061 215 is_linear=0 shrinkage=0.000439788 Tree=3180 num_leaves=4 num_cat=0 split_feature=481 448 159 split_gain=5.76719 5.89193 1.08307 threshold=-0.039559999999999991 -0.081729999999999983 -0.088129999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0035306997633753404 -0.012752763899958247 0.0012849781658794465 -0.01607849028469473 leaf_weight=1.7492618081159887 5.5336912134662262 164.41948817015509 4.2991065615206017 leaf_count=46 43 2001 176 internal_value=0 0.000826527 -0.012472 internal_weight=0 169.953 6.04837 internal_count=2266 2044 222 is_linear=0 shrinkage=0.0134032 Tree=3181 num_leaves=4 num_cat=0 split_feature=1 14 12 split_gain=5.9911 8.13469 6.05357 threshold=0.10098000000000001 0.062655000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3057626913566567e-05 0.00034685222508144614 -0.0006083165293857514 3.7220323195231746e-05 leaf_weight=116.70672281412408 16.85369144869037 4.7625806942814952 44.237309606280178 leaf_count=1644 208 68 346 internal_value=0 -4.60965e-05 0.000122723 internal_weight=0 121.469 61.091 internal_count=2266 1712 554 is_linear=0 shrinkage=0.000439788 Tree=3182 num_leaves=4 num_cat=0 split_feature=1 14 12 split_gain=6.14782 8.15408 6.10414 threshold=0.10098000000000001 0.062655000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2091479883236405e-05 0.00034321035969377822 -0.00059573368626300409 3.8697467140130417e-05 leaf_weight=117.06823169620475 16.889001794392243 4.7762886483687899 44.325499921571463 leaf_count=1644 208 68 346 internal_value=0 -4.4668e-05 0.000122793 internal_weight=0 121.845 61.2145 internal_count=2266 1712 554 is_linear=0 shrinkage=0.000431165 Tree=3183 num_leaves=4 num_cat=0 split_feature=484 160 2 split_gain=5.60801 6.24326 5.85175 threshold=-0.0048499999999999993 -0.40446999999999994 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014166429882770388 -0.011129797264959902 0.0014807815409225201 0.0016472782850587766 leaf_weight=7.9502126586157811 6.2429355150670736 155.46676967124222 6.5193245300324634 leaf_count=315 176 1721 54 internal_value=0 0.000992683 -0.0070487 internal_weight=0 161.71 14.4695 internal_count=2266 1897 369 is_linear=0 shrinkage=0.0123825 Tree=3184 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=7.50088 10.5814 0.145685 threshold=0.18654500000000004 0.089755000000000015 0.0050750000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0872571917169706e-06 -0.00041276768588586354 0.00032299241219896282 -0.00057032190193291512 leaf_weight=150.22071306785801 3.6981640534941098 21.378296291804872 1.884069826453924 leaf_count=1771 167 258 41 internal_value=0 3.9319e-05 -0.000467707 internal_weight=0 171.599 5.58223 internal_count=2237 2029 208 is_linear=0 shrinkage=0.000431165 Tree=3185 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=7.00746 8.79405 threshold=0.11951500000000001 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.4658349051819827e-05 -0.00030206131893322039 -0.00037628184564866173 leaf_weight=160.13082665920956 10.716420783544889 8.1452410137862881 leaf_count=1929 83 225 internal_value=0 4.32748e-05 internal_weight=0 168.276 internal_count=2237 2154 is_linear=0 shrinkage=0.000414422 Tree=3186 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=7.64242 10.4861 0.138103 threshold=0.18654500000000004 0.089755000000000015 0.0050750000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3782578153144814e-07 -0.00041427520609125363 0.00032326232520440474 -0.00056742112192740212 leaf_weight=150.73901174560888 3.7665287562413132 21.397051282110624 1.8962017768062649 leaf_count=1771 167 258 41 internal_value=0 4.09476e-05 -0.000467291 internal_weight=0 172.136 5.66273 internal_count=2237 2029 208 is_linear=0 shrinkage=0.000431165 Tree=3187 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=7.59299 8.71525 threshold=0.11951500000000001 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019916334902761131 -0.009542562541244996 -0.01134794350813809 leaf_weight=154.47472381731495 10.437939775758421 7.8743354477919629 leaf_count=1929 83 225 internal_value=0 0.00134337 internal_weight=0 162.349 internal_count=2237 2154 is_linear=0 shrinkage=0.0123825 Tree=3188 num_leaves=4 num_cat=0 split_feature=13 39 1 split_gain=8.04129 6.39499 4.066 threshold=-0.094869999999999996 0.0095750000000000019 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080112516417091045 -0.0031523640572638035 0.0055038230168246395 0.011310965232772155 leaf_weight=15.069723788416011 116.38418633159017 22.246832753531635 17.321517094736919 leaf_count=106 1765 223 157 internal_value=0 -0.00176269 0.00642471 internal_weight=0 138.631 32.3912 internal_count=2251 1988 263 is_linear=0 shrinkage=0.0147982 Tree=3189 num_leaves=4 num_cat=0 split_feature=13 13 43 split_gain=7.71441 6.1835 4.03202 threshold=-0.094869999999999996 -0.038394999999999992 -0.00363 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025141204171111155 -0.0057534374859605445 0.00019155413016147901 0.007906694340881492 leaf_weight=7.8048685956746331 38.742035360017326 99.684308813739335 24.444210840156302 leaf_count=68 915 1073 195 internal_value=0 -0.00147286 0.00538467 internal_weight=0 138.426 32.2491 internal_count=2251 1988 263 is_linear=0 shrinkage=0.0126302 Tree=3190 num_leaves=4 num_cat=0 split_feature=1456 13 43 split_gain=7.64647 7.16704 0.00305944 threshold=-1.0000000180025095e-35 -0.094869999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015468349848223709 0.0066166738174064359 -0.0010869064215889455 -0.017451550532121628 leaf_weight=3.3154702414176427 31.402406344423071 133.07035794644617 2.5901401631999752 leaf_count=164 253 1784 50 internal_value=0 0.000384518 -0.0163916 internal_weight=0 164.473 5.90561 internal_count=2251 2037 214 is_linear=0 shrinkage=0.0145081 Tree=3191 num_leaves=4 num_cat=0 split_feature=1456 13 43 split_gain=7.45864 6.86822 0.00164996 threshold=-1.0000000180025095e-35 -0.094869999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01705189805368143 0.0071629600030504387 -0.0011732895622550775 -0.01920064897931352 leaf_weight=3.2469284731778316 31.309720866614953 133.05140713253058 2.5415319444145998 leaf_count=164 253 1784 50 internal_value=0 0.000415359 -0.0180554 internal_weight=0 164.361 5.78846 internal_count=2251 2037 214 is_linear=0 shrinkage=0.0160181 Tree=3192 num_leaves=4 num_cat=0 split_feature=1 49 132 split_gain=10.8591 9.74463 8.57969 threshold=1.0000000180025095e-35 -0.14917999999999998 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041351577372051169 7.520364919512058e-06 -0.00023486277615068099 0.00042564158989507727 leaf_weight=4.8513984940946093 110.86822695669252 56.616255224333145 10.361655267886816 leaf_count=14 1004 1149 107 internal_value=0 -0.000183576 4.33191e-05 internal_weight=0 61.4677 121.23 internal_count=2274 1163 1111 is_linear=0 shrinkage=0.000439788 Tree=3193 num_leaves=4 num_cat=0 split_feature=1 49 403 split_gain=9.949 9.76555 8.53889 threshold=1.0000000180025095e-35 -0.14917999999999998 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014975235152757824 0.0014600038468570626 -0.0065964291540269509 0.016500450772131504 leaf_weight=4.8014713623560956 110.80497815459967 52.909350755275227 8.5402394246775639 leaf_count=14 1025 1149 86 internal_value=0 -0.00479733 0.00253875 internal_weight=0 57.7108 119.345 internal_count=2274 1163 1111 is_linear=0 shrinkage=0.0145081 Tree=3194 num_leaves=4 num_cat=0 split_feature=1 48 132 split_gain=10.1374 9.48003 8.05421 threshold=1.0000000180025095e-35 0.091545000000000015 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022215477912907404 3.8578172307229082e-05 0.0002405567967599495 0.00043302877808875761 leaf_weight=49.252741075819358 111.62652528181206 9.8660331524442864 10.512733306968583 leaf_count=1049 1004 114 107 internal_value=0 -0.000144882 7.25916e-05 internal_weight=0 59.1188 122.139 internal_count=2274 1163 1111 is_linear=0 shrinkage=0.000431165 Tree=3195 num_leaves=4 num_cat=0 split_feature=1 48 132 split_gain=10.7956 9.26767 8.07451 threshold=1.0000000180025095e-35 0.091545000000000015 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022890216596986932 4.2587959551604376e-05 0.0002369457474935943 0.00044356988460909815 leaf_weight=49.427812859998085 111.21248326275963 9.9000528713222575 10.624101200373842 leaf_count=1049 1004 114 107 internal_value=0 -0.000151115 7.76174e-05 internal_weight=0 59.3279 121.837 internal_count=2274 1163 1111 is_linear=0 shrinkage=0.000439788 Tree=3196 num_leaves=4 num_cat=0 split_feature=43 15 4 split_gain=7.98606 8.9772 7.00944 threshold=-0.074459999999999985 -1.0000000180025095e-35 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5140179232761439e-05 -0.00014608711910931636 0.00030997937674636961 0.0001038822247927532 leaf_weight=40.523664095264394 77.191110799903981 27.602776369778439 30.161252698395401 leaf_count=651 1152 237 228 internal_value=0 0.000116638 -7.58508e-05 internal_weight=0 68.1264 107.352 internal_count=2268 888 1380 is_linear=0 shrinkage=0.000439788 Tree=3197 num_leaves=4 num_cat=0 split_feature=43 15 4 split_gain=7.61631 8.92911 7.07832 threshold=-0.074459999999999985 -1.0000000180025095e-35 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5979898062604012e-05 -0.00014044256967747629 0.0003013783207685577 0.0001052677733490659 leaf_weight=40.679387772106566 77.493922024092171 27.686001293128356 30.305785994743928 leaf_count=651 1152 237 228 internal_value=0 0.000112589 -7.13595e-05 internal_weight=0 68.3654 107.8 internal_count=2268 888 1380 is_linear=0 shrinkage=0.000431165 Tree=3198 num_leaves=4 num_cat=0 split_feature=43 15 133 split_gain=8.27396 9.41317 6.36761 threshold=-0.074459999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053862131808295047 -0.0097507591077515259 0.011529183922617349 -0.00056983708333544489 leaf_weight=39.021281585795805 24.313698129262775 26.928557856939733 79.512173441005871 leaf_count=651 580 237 800 internal_value=0 0.0043908 -0.0027212 internal_weight=0 65.9498 103.826 internal_count=2268 888 1380 is_linear=0 shrinkage=0.015704 Tree=3199 num_leaves=4 num_cat=0 split_feature=43 15 0 split_gain=7.91167 8.99573 6.15885 threshold=-0.074459999999999985 -1.0000000180025095e-35 -0.26595999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051626145631592803 0.016909526073938665 0.011049790719274005 -0.0033321568650146838 leaf_weight=39.018325436278246 3.6759511381387702 26.928535250714049 100.01504062942695 leaf_count=651 22 237 1358 internal_value=0 0.00420842 -0.00261159 internal_weight=0 65.9469 103.691 internal_count=2268 888 1380 is_linear=0 shrinkage=0.0153961 Tree=3200 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=7.96967 7.20972 4.63027 threshold=-0.24600999999999998 0.13554500000000003 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015918275862513095 0.00029916115012761172 0.012651474847130608 -0.00097162186108696886 leaf_weight=7.6651241455110704 151.35363924526609 8.2517569263000023 6.23236850858666 leaf_count=170 1893 122 90 internal_value=0 0.000939225 -0.00922594 internal_weight=0 159.605 13.8975 internal_count=2275 2015 260 is_linear=0 shrinkage=0.0128828 Tree=3201 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=7.69065 7.08594 4.5646 threshold=-0.24600999999999998 1.0000000180025095e-35 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018945917258937964 -0.0034336109269030874 0.0034216338613236564 -0.0011355945741074343 leaf_weight=7.5256633115350251 54.048044403549284 105.43534368678229 6.2302953961770982 leaf_count=170 1044 971 90 internal_value=0 0.0010983 -0.0108921 internal_weight=0 159.483 13.756 internal_count=2275 2015 260 is_linear=0 shrinkage=0.0153961 Tree=3202 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=9.17781 12.9336 6.12466 threshold=0.27190000000000009 -0.10114999999999998 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053198058421000019 0.00035993557494266404 -6.6331959736030434e-05 -9.1977757331151625e-05 leaf_weight=7.3259957563132039 20.733489879174162 143.73946915590204 8.0413181136827898 leaf_count=29 169 1996 81 internal_value=0 -3.72529e-05 0.000233668 internal_weight=0 151.065 28.7748 internal_count=2275 2025 250 is_linear=0 shrinkage=0.000439788 Tree=3203 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=8.50356 12.5911 4.25346 threshold=0.27190000000000009 -0.10114999999999998 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052736733264265284 6.8639698222210685e-05 -6.6719159374222826e-05 0.00041244088568730066 leaf_weight=7.2313290834426871 15.247455997858198 142.80311453598551 12.800788859603925 leaf_count=29 100 1996 150 internal_value=0 -3.8022e-05 0.000225719 internal_weight=0 150.034 28.0482 internal_count=2275 2025 250 is_linear=0 shrinkage=0.000439788 Tree=3204 num_leaves=4 num_cat=0 split_feature=403 403 15 split_gain=7.5981 11.3058 0.103671 threshold=0.10160500000000001 0.087905000000000025 0.082115000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2317141432028038e-06 -0.00037323885637953084 0.00061741221399604865 -0.00049038120371921209 leaf_weight=164.23017205490032 2.8735760929994276 5.821904383134096 4.3202028331579641 leaf_count=2068 55 51 107 internal_value=0 1.6152e-05 -0.0004447 internal_weight=0 170.052 7.19378 internal_count=2281 2119 162 is_linear=0 shrinkage=0.000439788 Tree=3205 num_leaves=4 num_cat=0 split_feature=403 403 15 split_gain=7.23889 12.5186 0.100479 threshold=0.10160500000000001 0.087905000000000025 0.082115000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020159334431130927 -0.012987421746881772 0.023170525203877929 -0.017119930043392295 leaf_weight=159.81397955736611 2.7593978301156303 5.6042939967010161 4.1208470539422706 leaf_count=2068 55 51 107 internal_value=0 0.000592826 -0.0155031 internal_weight=0 165.418 6.88024 internal_count=2281 2119 162 is_linear=0 shrinkage=0.0153961 Tree=3206 num_leaves=3 num_cat=0 split_feature=150 2 split_gain=8.02425 8.2748 threshold=-0.22665999999999997 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050622715117680842 -0.00014520522687692993 5.4770899089051974e-05 leaf_weight=5.7741223964840165 63.933761351101566 106.93047193216626 leaf_count=21 1099 1161 internal_value=0 -2.00638e-05 internal_weight=0 170.864 internal_count=2281 2260 is_linear=0 shrinkage=0.000439788 Tree=3207 num_leaves=3 num_cat=0 split_feature=150 2 split_gain=7.95452 7.55576 threshold=-0.22665999999999997 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016742967513291521 -0.0046250522886260113 0.0017598944649116228 leaf_weight=5.7213321328163138 62.281120742380153 104.33709542750148 leaf_count=21 1099 1161 internal_value=0 -0.000627026 internal_weight=0 166.618 internal_count=2281 2260 is_linear=0 shrinkage=0.0145081 Tree=3208 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=7.71038 13.5597 9.11859 threshold=0.077765000000000015 0.088965000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076533492924569426 0.018551111267660726 0.0098953684189771081 0.0012240923020254862 leaf_weight=49.132204619527329 7.0751629695296279 11.978099145577287 106.57006050954806 leaf_count=1075 31 138 1043 internal_value=0 -0.00421165 0.00230575 internal_weight=0 61.1103 113.645 internal_count=2287 1213 1074 is_linear=0 shrinkage=0.0147982 Tree=3209 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=7.38687 12.9937 8.71524 threshold=0.077765000000000015 0.088965000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078225651403758551 0.018869716269122455 0.010044175225698542 0.0012453545142420458 leaf_weight=48.892753947031451 7.0748368399217716 12.002214639447628 106.53888920298778 leaf_count=1075 31 138 1043 internal_value=0 -0.00429904 0.00234583 internal_weight=0 60.895 113.614 internal_count=2287 1213 1074 is_linear=0 shrinkage=0.0153961 Tree=3210 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=7.3263 6.9493 threshold=0.088610000000000008 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026575612467630169 0.0094570481389487007 -0.015960871615215061 leaf_weight=155.43587780441158 13.611933885142205 5.2196753985481328 leaf_count=2117 96 74 internal_value=0 -0.000777524 internal_weight=0 160.656 internal_count=2287 2191 is_linear=0 shrinkage=0.0134032 Tree=3211 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=7.05928 6.7463 threshold=0.089365000000000014 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026082328685045325 0.0098249047386574136 -0.016451881813305855 leaf_weight=155.74877905036556 13.18561432417482 5.1512614788953206 leaf_count=2120 93 74 internal_value=0 -0.000781075 internal_weight=0 160.9 internal_count=2287 2194 is_linear=0 shrinkage=0.0139447 Tree=3212 num_leaves=3 num_cat=0 split_feature=1374 50 split_gain=7.0337 6.30566 threshold=0.089935000000000015 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5340001159802239e-05 -0.00045860630348558526 -0.00029370250542160085 leaf_weight=164.31938702205662 6.0603186711668959 11.849649178679099 leaf_count=1978 45 265 internal_value=0 3.85076e-06 internal_weight=0 176.169 internal_count=2288 2243 is_linear=0 shrinkage=0.000422711 Tree=3213 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=5.7775 8.87095 threshold=0.12879500000000002 0.092805000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011987404633711199 -0.012591223108591572 0.0086816487205424678 leaf_weight=142.11888013023417 8.379093158640897 24.214127341634594 leaf_count=2024 64 200 internal_value=0 0.00024044 internal_weight=0 166.333 internal_count=2288 2224 is_linear=0 shrinkage=0.0150942 Tree=3214 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=5.73149 9.94163 2.74038 threshold=0.10124500000000002 -0.25061999999999995 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039100142833712427 -7.8678685016452316e-05 -1.9950868648696759e-05 -0.00049754223096701267 leaf_weight=11.749195121927185 5.4251739264000189 156.15691987093305 6.2494683162076399 leaf_count=159 48 1863 218 internal_value=0 8.84661e-06 -0.000303344 internal_weight=0 167.906 11.6746 internal_count=2288 2022 266 is_linear=0 shrinkage=0.000431165 Tree=3215 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=6.60407 5.90676 threshold=0.089935000000000015 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010190917674283745 -0.00046288045574021655 6.5079864918155358e-05 leaf_weight=64.635962091560941 6.044577855616807 111.81652904569637 leaf_count=1186 45 1057 internal_value=0 3.90603e-06 internal_weight=0 176.452 internal_count=2288 2243 is_linear=0 shrinkage=0.000439788 Tree=3216 num_leaves=4 num_cat=0 split_feature=42 156 42 split_gain=5.7286 6.9138 5.82573 threshold=-1.0000000180025095e-35 0.091155000000000014 -0.091229999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018957262429647262 0.0034336147045365092 -0.010335639982066446 -0.014135448706185523 leaf_weight=14.13792214554269 135.76191454794025 12.984308497398159 15.395341437950263 leaf_count=237 1468 185 389 internal_value=0 0.0022305 -0.00646487 internal_weight=0 148.746 29.5333 internal_count=2279 1653 626 is_linear=0 shrinkage=0.018039 Tree=3217 num_leaves=4 num_cat=0 split_feature=42 156 42 split_gain=5.63502 6.56957 5.6758 threshold=-1.0000000180025095e-35 0.091155000000000014 -0.091229999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.3966178907861127e-05 8.1126039650521943e-05 -0.00024132926746387565 -0.00033715863076123252 leaf_weight=14.481361384445337 139.24513191840379 13.377401476376688 15.778757902735377 leaf_count=237 1468 185 389 internal_value=0 5.28361e-05 -0.000154854 internal_weight=0 152.623 30.2601 internal_count=2279 1653 626 is_linear=0 shrinkage=0.000439788 Tree=3218 num_leaves=4 num_cat=0 split_feature=42 156 42 split_gain=6.13063 6.72951 5.54867 threshold=-1.0000000180025095e-35 0.091155000000000014 -0.091229999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3243881744332245e-05 8.1146025341303219e-05 -0.00024334703471114191 -0.00034062939008114686 leaf_weight=14.647752136108467 139.67875482398085 13.542650309740564 16.108325660054106 leaf_count=237 1468 185 389 internal_value=0 5.24386e-05 -0.00016266 internal_weight=0 153.221 30.7561 internal_count=2279 1653 626 is_linear=0 shrinkage=0.000439788 Tree=3219 num_leaves=4 num_cat=0 split_feature=42 156 42 split_gain=5.89302 6.45544 5.58889 threshold=-1.0000000180025095e-35 0.091155000000000014 -0.091229999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8020692703607391e-05 8.0027082083657821e-05 -0.0002344553084468646 -0.00033183060450409584 leaf_weight=14.530967448954472 138.99415697087534 13.276528193615375 15.886820927029474 leaf_count=237 1468 185 389 internal_value=0 5.25813e-05 -0.000155235 internal_weight=0 152.271 30.4178 internal_count=2279 1653 626 is_linear=0 shrinkage=0.000431165 Tree=3220 num_leaves=3 num_cat=0 split_feature=453 14 split_gain=8.41101 8.1641 threshold=1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022581172836918027 -0.018343183396176122 -0.016760432647816598 leaf_weight=158.21744661932462 6.1320954901166251 6.5083018105942747 leaf_count=2098 56 83 internal_value=0 0.00150484 internal_weight=0 164.726 internal_count=2237 2181 is_linear=0 shrinkage=0.0166652 Tree=3221 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=8.04998 8.08801 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018091708117178362 -0.017607896565774578 0.0021133125411466926 leaf_weight=5.4513345977757117 6.1229478786699465 159.23557123413775 leaf_count=207 56 1974 internal_value=0 0.00144248 internal_weight=0 164.687 internal_count=2237 2181 is_linear=0 shrinkage=0.0163385 Tree=3222 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=7.71681 7.68084 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047534313284942713 5.1952363757555883e-05 -0.00043592090202245083 leaf_weight=5.6900145524414247 165.02622665883973 6.2063258551061145 leaf_count=210 1974 53 internal_value=0 3.42228e-05 internal_weight=0 171.233 internal_count=2237 2027 is_linear=0 shrinkage=0.000431165 Tree=3223 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=7.68969 7.86443 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018782449524770737 -0.017913187041388452 0.0021463251768997268 leaf_weight=5.3436044732516157 6.1183372451923779 159.35539227299159 leaf_count=207 56 1974 internal_value=0 0.0014652 internal_weight=0 164.699 internal_count=2237 2181 is_linear=0 shrinkage=0.0169985 Tree=3224 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=5.98946 5.87203 0.0789887 threshold=-0.40446999999999994 -0.49367499999999992 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019074657848048258 -0.011387667501659746 0.00097582651845115826 -0.014653454108844196 leaf_weight=2.6418321543023922 10.044051414355634 161.77241228224011 2.4409210523590437 leaf_count=72 111 2029 96 internal_value=0 0.000251896 -0.0170142 internal_weight=0 171.816 5.08275 internal_count=2308 2140 168 is_linear=0 shrinkage=0.015704 Tree=3225 num_leaves=4 num_cat=0 split_feature=52 147 13 split_gain=5.85429 8.80305 6.89319 threshold=-0.047889999999999995 0.089025000000000007 -0.00080499999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087298688599363582 -0.003932717725278468 0.015508360685660263 -0.0022515459403781488 leaf_weight=36.182679420278873 103.06180478469469 7.1814143997617057 30.363737500738353 leaf_count=435 1537 54 282 internal_value=0 -0.00266383 0.00372007 internal_weight=0 110.243 66.5464 internal_count=2308 1591 717 is_linear=0 shrinkage=0.0169985 Tree=3226 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=7.03922 9.02163 threshold=-0.036024999999999995 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050760445210559085 -0.0001548597675089087 5.2863795855169695e-05 leaf_weight=4.9825855500530443 62.965234850416891 112.956410070532 leaf_count=72 1044 1192 internal_value=0 -2.14926e-05 internal_weight=0 175.922 internal_count=2308 2236 is_linear=0 shrinkage=0.000439788 Tree=3227 num_leaves=4 num_cat=0 split_feature=2 9 12 split_gain=6.09044 10.2305 9.05654 threshold=0.08826500000000001 -0.036024999999999995 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050993004653443182 0.00012176243533592939 -0.00015497410616924578 -0.00018295284809758137 leaf_weight=4.7962121963500968 89.955119526828639 63.554680178873241 23.85215226362925 leaf_count=66 727 1044 471 internal_value=0 -0.000108188 5.78791e-05 internal_weight=0 68.3509 113.807 internal_count=2308 1110 1198 is_linear=0 shrinkage=0.000439788 Tree=3228 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=6.7568 6.20043 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016175806135806596 -0.0094802593277616889 0.0013551146931767304 leaf_weight=8.0726930722594243 16.925228933803737 153.50731778974296 leaf_count=66 550 1670 internal_value=0 0.000278139 internal_weight=0 170.433 internal_count=2286 2220 is_linear=0 shrinkage=0.0169985 Tree=3229 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=7.01988 6.40624 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040478472375019643 -0.00023711171472744609 3.2364954054612144e-05 leaf_weight=8.2143572070635837 17.497920515132137 157.43632218206767 leaf_count=66 550 1670 internal_value=0 5.38743e-06 internal_weight=0 174.934 internal_count=2286 2220 is_linear=0 shrinkage=0.000422711 Tree=3230 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=6.93152 6.64127 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041813645521369871 -0.00024674983712485819 3.5852327789402617e-05 leaf_weight=8.2934756379108858 17.880407081858721 158.53664772960474 leaf_count=66 550 1670 internal_value=0 7.18613e-06 internal_weight=0 176.417 internal_count=2286 2220 is_linear=0 shrinkage=0.000439788 Tree=3231 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=6.89696 6.56931 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041752976316392537 -0.00024510977532044134 3.479653617606213e-05 leaf_weight=8.2405051530804467 18.026732841681223 160.04291510241455 leaf_count=66 550 1670 internal_value=0 6.43721e-06 internal_weight=0 178.07 internal_count=2286 2220 is_linear=0 shrinkage=0.000439788 Tree=3232 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=6.84113 7.17181 threshold=0.062655000000000016 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.1356856465419254e-05 -0.00044720364495124738 0.0001069148302028444 leaf_weight=59.994167536206078 5.70699371874798 112.46528004831634 leaf_count=1148 79 1018 internal_value=0 4.14182e-05 internal_weight=0 172.459 internal_count=2245 2166 is_linear=0 shrinkage=0.000439788 Tree=3233 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=7.70684 10.1279 8.38123 threshold=-0.13314999999999996 0.16382000000000002 -0.33762999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004003173831424899 -0.0038832014490158373 0.0089340356221947106 0.010916313541611995 leaf_weight=16.138220007531345 96.992775432765484 22.891361953224987 37.824546274845488 leaf_count=128 1691 225 201 internal_value=0 -0.00143477 0.00645462 internal_weight=0 119.884 53.9628 internal_count=2245 1916 329 is_linear=0 shrinkage=0.0173385 Tree=3234 num_leaves=4 num_cat=0 split_feature=457 376 43 split_gain=7.41033 7.02928 4.09929 threshold=0.080930000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014891970406376914 0.0017598272431726008 0.012048630804048785 0.014261675678312958 leaf_weight=135.75378350226674 12.30695339292288 10.590859415940939 14.846034162677823 leaf_count=1983 102 84 76 internal_value=0 -0.00050803 0.00860049 internal_weight=0 146.345 27.153 internal_count=2245 2067 178 is_linear=0 shrinkage=0.0160181 Tree=3235 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=8.14753 9.85964 7.5432 threshold=-0.13314999999999996 -0.076639999999999986 -0.33762999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2685718408666986e-05 -0.00016629492763535247 8.2266028154462405e-05 0.00027169432881428895 leaf_weight=16.642520722933114 60.185987526376266 63.322022825013846 38.398262581438757 leaf_count=128 1185 731 201 internal_value=0 -3.88658e-05 0.00016455 internal_weight=0 123.508 55.0408 internal_count=2245 1916 329 is_linear=0 shrinkage=0.000439788 Tree=3236 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=7.64952 7.63604 2.34088 threshold=0.12337000000000002 -0.084489999999999996 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017283930216356224 0.018405042043395121 0.00040271692476021931 0.005219155747620806 leaf_weight=8.735185803845523 9.3630113406106847 147.61792775976937 8.9057722040452045 leaf_count=167 122 1899 99 internal_value=0 -0.000587396 0.0119893 internal_weight=0 156.353 18.2688 internal_count=2287 2066 221 is_linear=0 shrinkage=0.0183998 Tree=3237 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=7.36892 7.36246 2.29088 threshold=0.12337000000000002 -0.084489999999999996 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01808628869573228 0.01932519866840696 0.00041777022224433657 0.0054315270251644419 leaf_weight=8.6610358476464153 9.2522177377250063 147.62210289412178 8.8783528339117748 leaf_count=167 122 1899 99 internal_value=0 -0.000609788 0.0125345 internal_weight=0 156.283 18.1306 internal_count=2287 2066 221 is_linear=0 shrinkage=0.019526 Tree=3238 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=7.0974 7.09746 2.2407 threshold=0.12337000000000002 -0.084489999999999996 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015523226203223214 0.016642141148208285 0.0003555278132253361 0.0046367731266325572 leaf_weight=8.5889425949717388 9.1448281661141682 147.62619256123435 8.8515450886916351 leaf_count=167 122 1899 99 internal_value=0 -0.0005193 0.0107485 internal_weight=0 156.215 17.9964 internal_count=2287 2066 221 is_linear=0 shrinkage=0.0169985 Tree=3239 num_leaves=4 num_cat=0 split_feature=1 457 15 split_gain=7.5546 7.06787 1.79756 threshold=0.12337000000000002 0.088350000000000026 -0.053734999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7251356500536745e-05 0.00040030753384586983 0.00025212891976178942 0.00012730370468018462 leaf_weight=146.43611341397627 10.377767422236504 17.006114018149674 8.5070785731077176 leaf_count=1972 169 94 52 internal_value=0 -1.60751e-05 0.00027758 internal_weight=0 163.442 18.8848 internal_count=2287 2066 221 is_linear=0 shrinkage=0.000439788 Tree=3240 num_leaves=4 num_cat=0 split_feature=151 4 3 split_gain=7.01672 13.0914 6.62813 threshold=-0.086769999999999986 0.27190000000000009 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0624637181945803e-05 -9.0778707108430163e-05 0.00027613709610310955 0.00039227034939952755 leaf_weight=9.1344645697390678 129.99416445940733 21.969993627863005 15.348076072987167 leaf_count=100 1847 220 92 internal_value=0 -3.77044e-05 0.000215907 internal_weight=0 151.964 24.4825 internal_count=2259 2067 192 is_linear=0 shrinkage=0.000439788 Tree=3241 num_leaves=4 num_cat=0 split_feature=151 3 457 split_gain=7.15069 6.5446 6.05448 threshold=-0.086769999999999986 -0.076704999999999982 0.092360000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5013702499649647e-05 -6.0692343393010175e-05 0.00038534221437012506 0.00026064258578574592 leaf_weight=9.1180523883085716 141.13087632739916 15.45637887297198 11.794003532268105 leaf_count=100 2004 92 63 internal_value=0 0.000214607 -3.58806e-05 internal_weight=0 24.5744 152.925 internal_count=2259 192 2067 is_linear=0 shrinkage=0.000431165 Tree=3242 num_leaves=4 num_cat=0 split_feature=151 4 3 split_gain=6.81193 12.0244 6.45148 threshold=-0.086769999999999986 0.27190000000000009 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003028757896820413 -0.0033285045931175723 0.010204632183767643 0.014835616341595784 leaf_weight=8.9438564132433402 127.4083037871751 21.26044955290854 15.037708117160944 leaf_count=100 1847 220 92 internal_value=0 -0.00139213 0.00817604 internal_weight=0 148.669 23.9816 internal_count=2259 2067 192 is_linear=0 shrinkage=0.0166652 Tree=3243 num_leaves=4 num_cat=0 split_feature=151 4 3 split_gain=6.53655 11.5653 6.21821 threshold=-0.086769999999999986 0.27190000000000009 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034027345262126036 -0.0037408256544464551 0.01156555448458473 0.016770992914352665 leaf_weight=8.9399223097134399 127.30177520535653 21.067037776345387 14.938933875877408 leaf_count=100 1847 220 92 internal_value=0 -0.00156625 0.00922154 internal_weight=0 148.369 23.8789 internal_count=2259 2067 192 is_linear=0 shrinkage=0.0191431 Tree=3244 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=8.30504 7.54681 threshold=-1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023206303664535952 0.0058140809858487491 -0.0021029044672172706 leaf_weight=4.7412717323750249 63.900404262618395 101.21445695054717 leaf_count=44 887 1341 internal_value=0 0.000961332 internal_weight=0 165.115 internal_count=2272 2228 is_linear=0 shrinkage=0.018039 Tree=3245 num_leaves=4 num_cat=0 split_feature=1 158 3 split_gain=7.00299 11.4043 6.78711 threshold=0.099450000000000011 0.077000000000000013 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7917925799847136e-05 0.00022060787781853452 -0.00053060036567618854 -9.0908009853653637e-05 leaf_weight=105.05301257499377 43.452959358459339 9.1014930928940867 19.625468128127977 leaf_count=1487 419 194 172 internal_value=0 -5.88758e-05 0.000123688 internal_weight=0 114.155 63.0784 internal_count=2272 1681 591 is_linear=0 shrinkage=0.000439788 Tree=3246 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=7.91823 7.20879 threshold=-1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021322379363182684 0.0053510277318556251 -0.0019368886267513079 leaf_weight=4.7544531296007326 63.970269334327895 101.28678567026509 leaf_count=44 887 1341 internal_value=0 0.000884523 internal_weight=0 165.257 internal_count=2272 2228 is_linear=0 shrinkage=0.0169985 Tree=3247 num_leaves=4 num_cat=0 split_feature=1 158 3 split_gain=7.42175 11.3808 6.58921 threshold=0.099450000000000011 0.077000000000000013 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7693348020005492e-05 0.00022531297336120078 -0.00053047004340631111 -8.0790665474239181e-05 leaf_weight=103.81665001859074 43.305283623281866 9.0868751347879861 19.813620951958001 leaf_count=1487 419 194 172 internal_value=0 -5.90461e-05 0.000129229 internal_weight=0 112.904 63.1189 internal_count=2272 1681 591 is_linear=0 shrinkage=0.000439788 Tree=3248 num_leaves=4 num_cat=0 split_feature=47 3 50 split_gain=9.18676 13.0485 9.11602 threshold=0.090280000000000013 -0.10628499999999998 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4317211631436397e-05 0.00033429043364434347 -0.00040980001178897153 -0.00047695137714047546 leaf_weight=144.18273682828294 5.8081192122772363 20.957284711766988 6.5107533123227759 leaf_count=1837 24 225 186 internal_value=0 -0.000248208 3.13061e-05 internal_weight=0 26.7654 150.693 internal_count=2272 249 2023 is_linear=0 shrinkage=0.000439788 Tree=3249 num_leaves=4 num_cat=0 split_feature=47 3 50 split_gain=8.98525 12.81 8.99237 threshold=0.090280000000000013 -0.10628499999999998 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2572805158340449e-05 0.0003330099103289909 -0.00040623075325072009 -0.0004742864935838978 leaf_weight=144.58628463937202 5.7667455878108766 20.978571238461882 6.5305033246986559 leaf_count=1837 24 225 186 internal_value=0 -0.000246714 2.97476e-05 internal_weight=0 26.7453 151.117 internal_count=2272 249 2023 is_linear=0 shrinkage=0.000439788 Tree=3250 num_leaves=4 num_cat=0 split_feature=47 50 13 split_gain=9.09533 8.97478 8.59582 threshold=0.090280000000000013 0.10647500000000001 -0.09194999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4947369706672951e-05 0.00018849730364060174 -0.00047324797818672508 -0.00038953060348862883 leaf_weight=143.53978604468284 6.5999762620776918 6.4847453185939221 20.082444068742916 leaf_count=1837 42 186 207 internal_value=0 3.2059e-05 -0.000246521 internal_weight=0 150.025 26.6824 internal_count=2272 2023 249 is_linear=0 shrinkage=0.000439788 Tree=3251 num_leaves=4 num_cat=0 split_feature=47 3 50 split_gain=9.56666 12.8404 9.07559 threshold=0.090280000000000013 -0.10628499999999998 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025586047943325428 0.014932715450672915 -0.018896956969347217 -0.021803142848068103 leaf_weight=139.67045148368925 5.666591580957177 20.514093153644353 6.322076446551363 leaf_count=1837 24 225 186 internal_value=0 -0.0115693 0.00150093 internal_weight=0 26.1807 145.993 internal_count=2272 249 2023 is_linear=0 shrinkage=0.0199165 Tree=3252 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=8.35484 8.06659 threshold=0.23693500000000003 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019618090774457867 -0.020293251610948443 0.0020872742024607266 leaf_weight=5.5181049542734391 5.736858539748936 163.02836980641587 leaf_count=169 134 1963 internal_value=0 0.00137451 internal_weight=0 168.546 internal_count=2266 2132 is_linear=0 shrinkage=0.0176853 Tree=3253 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=8.19672 8.18775 threshold=0.23693500000000003 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048669517465445565 -0.00049344209345222173 5.0169848835569034e-05 leaf_weight=5.6614088718779376 5.9058743044151916 167.77325871714856 leaf_count=169 134 1963 internal_value=0 3.25934e-05 internal_weight=0 173.435 internal_count=2266 2132 is_linear=0 shrinkage=0.000439788 Tree=3254 num_leaves=4 num_cat=0 split_feature=133 160 0 split_gain=7.97239 8.01439 0.571177 threshold=-0.24395999999999998 -0.40446999999999994 -0.097274999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065759639819990457 -0.00048099292238190568 5.0609039445979092e-05 -0.0003668733982109502 leaf_weight=2.5744260856881738 5.6488193717086679 170.11721165227937 2.8616298495908259 leaf_count=38 170 1959 99 internal_value=0 3.34739e-05 -0.000506375 internal_weight=0 175.766 5.43606 internal_count=2266 2129 137 is_linear=0 shrinkage=0.000439788 Tree=3255 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=8.07826 6.3279 threshold=0.23693500000000003 0.17002500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025800446315916038 -0.021731669144162875 -0.010755386961871102 leaf_weight=154.44215387839358 5.6734237572527482 14.22330872400198 leaf_count=1889 134 243 internal_value=0 0.0014544 internal_weight=0 168.665 internal_count=2266 2132 is_linear=0 shrinkage=0.0191431 Tree=3256 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=11.227 8.15195 threshold=0.15015500000000001 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055620177607199701 0.00039483406518122478 -1.8790199855048321e-05 leaf_weight=5.4061244482290922 12.020197046687825 160.05419233744033 leaf_count=120 125 2012 internal_value=0 -3.64113e-05 internal_weight=0 165.46 internal_count=2257 2132 is_linear=0 shrinkage=0.000431165 Tree=3257 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=10.2283 8.1168 threshold=0.15015500000000001 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024663334981947362 0.016882160335656475 -0.00076622541029068483 leaf_weight=5.1545508185517965 11.352296398719771 154.85785992041929 leaf_count=120 125 2012 internal_value=0 -0.00153888 internal_weight=0 160.012 internal_count=2257 2132 is_linear=0 shrinkage=0.0187678 Tree=3258 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=10.393 7.66988 threshold=0.15015500000000001 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055827370218593697 0.00039527408898813038 -1.7819122729266355e-05 leaf_weight=5.2284222940797909 11.601003997726364 157.9874415997183 leaf_count=120 125 2012 internal_value=0 -3.51952e-05 internal_weight=0 163.216 internal_count=2257 2132 is_linear=0 shrinkage=0.000439788 Tree=3259 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=10.3682 7.71421 threshold=0.15015500000000001 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055312788581303896 0.00039448798836794728 -1.6299168854431598e-05 leaf_weight=5.3318407750630277 11.694363947957752 159.65251485822955 leaf_count=120 125 2012 internal_value=0 -3.371e-05 internal_weight=0 164.984 internal_count=2257 2132 is_linear=0 shrinkage=0.000439788 Tree=3260 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=8.5098 10.1207 7.58588 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004987941802936673 0.01099326641343539 0.023694779607724637 -0.0040771393225242855 leaf_weight=99.707846814068034 38.942877325229347 5.1120186131447545 20.06321452697739 leaf_count=1646 424 16 149 internal_value=0 -0.00358504 0.00586937 internal_weight=0 104.82 59.0061 internal_count=2235 1662 573 is_linear=0 shrinkage=0.0199165 Tree=3261 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=9.52434 9.87261 7.2358 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011230955931300449 0.00024382373125039249 0.00051257737675954398 -7.6954859383163789e-05 leaf_weight=102.38172309927177 40.198014330584556 5.116596568375825 20.539341188268736 leaf_count=1646 424 16 149 internal_value=0 -8.24811e-05 0.000135357 internal_weight=0 107.498 60.7374 internal_count=2235 1662 573 is_linear=0 shrinkage=0.000439788 Tree=3262 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=8.17827 9.71163 7.29749 threshold=0.10098000000000001 1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046966751506919814 0.01039906879917535 0.022380152473703625 -0.0038189881354224746 leaf_weight=99.586932450009044 38.712125715333968 5.0841687619686118 20.078357859980315 leaf_count=1646 424 16 149 internal_value=0 -0.00337764 0.0055436 internal_weight=0 104.671 58.7905 internal_count=2235 1662 573 is_linear=0 shrinkage=0.0191431 Tree=3263 num_leaves=4 num_cat=0 split_feature=1 151 47 split_gain=9.28682 8.71756 7.30846 threshold=0.10098000000000001 0.12369500000000001 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010732538282462274 0.0002425119795947856 0.00052645208289222982 -7.994536982200594e-05 leaf_weight=103.31502772559179 40.180871861521155 4.3566680140793315 20.52960843523033 leaf_count=1643 424 19 149 internal_value=0 -8.15924e-05 0.00013348 internal_weight=0 107.672 60.7105 internal_count=2235 1662 573 is_linear=0 shrinkage=0.000439788 Tree=3264 num_leaves=4 num_cat=0 split_feature=131 12 52 split_gain=7.48673 6.76015 5.41922 threshold=0.08844500000000001 0.074370000000000006 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9811253272798303e-05 0.00024258790197799159 -0.00044185308979122624 0.00015403376390057158 leaf_weight=116.94271213567117 3.5530108150560435 12.819734228309242 42.181631990300957 leaf_count=1295 55 280 624 internal_value=0 -0.000293215 1.89361e-05 internal_weight=0 16.3727 159.124 internal_count=2254 335 1919 is_linear=0 shrinkage=0.000439788 Tree=3265 num_leaves=4 num_cat=0 split_feature=131 12 159 split_gain=7.48951 6.76562 5.17065 threshold=0.08844500000000001 0.074370000000000006 0.10506000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8914134406414499e-05 0.0002437636234903936 -0.00044115541697025188 -0.00033480094175551234 leaf_weight=151.94229559105588 3.5566180138848749 12.738122150301932 7.4957204158417872 leaf_count=1782 55 280 137 internal_value=0 -0.000291549 2.13065e-05 internal_weight=0 16.2947 159.438 internal_count=2254 335 1919 is_linear=0 shrinkage=0.000439788 Tree=3266 num_leaves=4 num_cat=0 split_feature=131 12 52 split_gain=7.4161 6.19384 5.98905 threshold=0.08844500000000001 -1.0000000180025095e-35 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014337582695808145 0.010200967667356245 -0.019578847012156779 0.0072600754452867818 leaf_weight=113.71995158796199 3.3791819377802321 12.364972273586314 41.118635292514227 leaf_count=1295 55 280 624 internal_value=0 -0.0131826 0.00087557 internal_weight=0 15.7442 154.839 internal_count=2254 335 1919 is_linear=0 shrinkage=0.019526 Tree=3267 num_leaves=4 num_cat=0 split_feature=131 12 52 split_gain=7.28251 6.39704 5.13696 threshold=0.08844500000000001 -1.0000000180025095e-35 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7648907747583132e-05 0.00023623587495401942 -0.00043801910272542652 0.00015153327207695474 leaf_weight=116.08366323943483 3.4651513071730742 12.488836330012415 42.17308994778432 leaf_count=1295 55 280 624 internal_value=0 -0.000291466 2.0113e-05 internal_weight=0 15.954 158.257 internal_count=2254 335 1919 is_linear=0 shrinkage=0.000439788 Tree=3268 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=7.35646 12.2876 5.86456 threshold=0.10114000000000002 0.092805000000000012 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013573283240990544 0.00020601683908158647 0.00029194177791552165 -8.7176359301479486e-05 leaf_weight=95.061247221718077 41.628323995275423 15.032019574136937 19.301650675013661 leaf_count=1546 427 144 143 internal_value=0 -7.72981e-05 0.00011314 internal_weight=0 110.093 60.93 internal_count=2260 1690 570 is_linear=0 shrinkage=0.000439788 Tree=3269 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=6.83346 12.2532 5.78441 threshold=0.10114000000000002 0.092805000000000012 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013349101406949786 0.00020364761218565977 0.0002953066920783354 -8.9340015266063785e-05 leaf_weight=93.90266157957376 40.842790216673166 14.921259635942986 19.12365704914555 leaf_count=1546 427 144 143 internal_value=0 -7.46555e-05 0.000110213 internal_weight=0 108.824 59.9664 internal_count=2260 1690 570 is_linear=0 shrinkage=0.000439788 Tree=3270 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=5.92798 6.638 threshold=0.17126500000000003 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026175845986128789 0.016827773694372765 -0.00054208650762910076 leaf_weight=3.9319206546642809 7.2682711388915768 153.08399651295622 leaf_count=120 29 2111 internal_value=0 -0.0011871 internal_weight=0 157.016 internal_count=2260 2231 is_linear=0 shrinkage=0.019526 Tree=3271 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=5.88486 12.3244 5.55446 threshold=0.10114000000000002 0.092805000000000012 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060101531224131697 0.0091171505106203421 0.014084004541733893 -0.0043291270915790025 leaf_weight=91.436469447187847 39.454703011550009 14.590222382743375 18.663392832968384 leaf_count=1546 427 144 143 internal_value=0 -0.00324298 0.00479916 internal_weight=0 106.027 58.1181 internal_count=2260 1690 570 is_linear=0 shrinkage=0.0203148 Tree=3272 num_leaves=3 num_cat=0 split_feature=1212 3 split_gain=7.01306 5.53315 threshold=-1.0000000180025095e-35 0.25682500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046465000428746192 1.2604784394697302e-05 0.00044491881099455291 leaf_weight=5.5501587527105576 165.22851424984401 5.6743921684101215 leaf_count=165 2036 96 internal_value=0 2.70068e-05 internal_weight=0 170.903 internal_count=2297 2132 is_linear=0 shrinkage=0.000431165 Tree=3273 num_leaves=3 num_cat=0 split_feature=1212 403 split_gain=6.92029 6.61444 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047370784989538543 -0.00036604196460234559 4.6654753036471827e-05 leaf_weight=5.480570688028819 7.8572303542168802 162.12441625812789 leaf_count=165 269 1863 internal_value=0 2.75393e-05 internal_weight=0 169.982 internal_count=2297 2132 is_linear=0 shrinkage=0.000439788 Tree=3274 num_leaves=3 num_cat=0 split_feature=1212 403 split_gain=6.95622 6.59644 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046443323137781067 -0.00035770135526168003 4.5457787212219045e-05 leaf_weight=5.5141476718708864 7.8923490170855066 162.7902492164867 leaf_count=165 269 1863 internal_value=0 2.67778e-05 internal_weight=0 170.683 internal_count=2297 2132 is_linear=0 shrinkage=0.000431165 Tree=3275 num_leaves=3 num_cat=0 split_feature=1212 403 split_gain=7.1068 6.69402 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047437494914122558 -0.00036648456730079774 4.6417302308852925e-05 leaf_weight=5.6257349874358615 7.9464592204894862 162.90720917342696 leaf_count=165 269 1863 internal_value=0 2.71743e-05 internal_weight=0 170.854 internal_count=2297 2132 is_linear=0 shrinkage=0.000439788 Tree=3276 num_leaves=3 num_cat=0 split_feature=1186 12 split_gain=6.94912 6.25486 threshold=0.085175000000000015 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.3493376208532191e-05 0.00049577513923235801 -9.6302294259377377e-05 leaf_weight=76.491152058588341 5.196248499210923 92.908883886237163 leaf_count=564 45 1663 internal_value=0 -1.96329e-05 internal_weight=0 169.4 internal_count=2272 2227 is_linear=0 shrinkage=0.000439788 Tree=3277 num_leaves=3 num_cat=0 split_feature=1186 1 split_gain=6.17118 5.68844 threshold=0.084980000000000014 0.13849500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016897930466395234 0.021869195767312229 0.016739630753625029 leaf_weight=156.61799987527775 5.2830546756740651 7.5180983769241712 leaf_count=2123 47 102 internal_value=0 -0.000843802 internal_weight=0 164.136 internal_count=2272 2225 is_linear=0 shrinkage=0.0207211 Tree=3278 num_leaves=3 num_cat=0 split_feature=1186 3 split_gain=6.56992 6.21435 threshold=0.085175000000000015 -0.055119999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.8516571443905179e-05 0.00047994632283804414 6.9673290449815669e-05 leaf_weight=88.662211885763099 5.2662943513132623 81.555914699565619 leaf_count=1622 45 605 internal_value=0 -1.79337e-05 internal_weight=0 170.218 internal_count=2272 2227 is_linear=0 shrinkage=0.000439788 Tree=3279 num_leaves=3 num_cat=0 split_feature=1186 15 split_gain=5.87051 5.51331 threshold=0.084980000000000014 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00052284799151370025 0.020874600407980427 -0.011220538412523035 leaf_weight=145.55760052319965 5.3010478673968455 18.588671363017056 leaf_count=1855 47 370 internal_value=0 -0.000808177 internal_weight=0 164.146 internal_count=2272 2225 is_linear=0 shrinkage=0.0203148 Tree=3280 num_leaves=4 num_cat=0 split_feature=2 43 43 split_gain=7.91205 11.3899 7.84123 threshold=0.08826500000000001 -0.11008499999999999 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011208908453284597 0.00075731197085442635 -0.0090948153549109262 0.013544245236792334 leaf_weight=13.165316060651092 81.503514557029121 52.411640151083702 23.554252853151411 leaf_count=122 892 986 236 internal_value=0 -0.00501654 0.00362612 internal_weight=0 65.577 105.058 internal_count=2236 1108 1128 is_linear=0 shrinkage=0.019526 Tree=3281 num_leaves=4 num_cat=0 split_feature=0 2 15 split_gain=11.9354 14.5877 8.84859 threshold=-0.077944999999999987 0.090510000000000021 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012553978992934896 0.010460183827723214 0.0040375148662640612 -0.013638634951443457 leaf_weight=52.130057127797045 59.554063524934463 50.362711060442962 8.3903190764831361 leaf_count=973 592 468 203 internal_value=0 -0.00440205 0.00748127 internal_weight=0 102.493 67.9444 internal_count=2236 1441 795 is_linear=0 shrinkage=0.0219894 Tree=3282 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=11.4342 14.3473 8.47962 threshold=-0.077944999999999987 -0.10023499999999998 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017768798597790595 0.010042203200171462 -0.015088043040030235 -0.013143115408030469 leaf_weight=65.796706141787581 59.454002151498571 36.398867178126238 8.3453228301368636 leaf_count=448 592 993 203 internal_value=0 -0.00423157 0.00718546 internal_weight=0 102.196 67.7993 internal_count=2236 1441 795 is_linear=0 shrinkage=0.0215583 Tree=3283 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=11.0121 15.6744 8.38521 threshold=-0.077944999999999987 -0.10023499999999998 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2558561628926039e-05 0.00019763113532382165 -0.0003115535174637562 -0.00026624114775377234 leaf_weight=67.272481014602818 61.279686655849218 37.717430373042589 8.5769566316157562 leaf_count=448 592 993 203 internal_value=0 -8.46891e-05 0.00014062 internal_weight=0 104.99 69.8566 internal_count=2236 1441 795 is_linear=0 shrinkage=0.000439788 Tree=3284 num_leaves=4 num_cat=0 split_feature=1 43 4 split_gain=6.85152 17.4889 10.3283 threshold=0.077765000000000015 0.019175000000000001 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026788814443762905 -0.00045184491334795875 0.00022275876441953777 0.00010151664810369947 leaf_weight=44.300278771173907 6.9362893737852565 20.557024158653803 105.18163298792206 leaf_count=995 103 230 946 internal_value=0 -0.000112354 6.72113e-05 internal_weight=0 64.8573 112.118 internal_count=2274 1225 1049 is_linear=0 shrinkage=0.000439788 Tree=3285 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=6.03468 7.67488 threshold=-0.48702499999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023239228466455656 -0.0069868381010291898 0.002618106931596535 leaf_weight=4.8434060090221456 56.306964188697748 109.21355367067736 leaf_count=27 1193 1054 internal_value=0 -0.000649743 internal_weight=0 165.521 internal_count=2274 2247 is_linear=0 shrinkage=0.0211355 Tree=3286 num_leaves=4 num_cat=0 split_feature=157 150 43 split_gain=5.76665 6.04613 4.36154 threshold=-0.084489999999999996 0.081245000000000026 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001670869040338357 -0.0012569202822450679 0.0089151574514256017 -0.031135169202570007 leaf_weight=3.1355108907737304 127.78002752031898 34.466456032765564 4.6907365662627845 leaf_count=59 1830 262 123 internal_value=0 0.000904756 -0.0180197 internal_weight=0 162.246 7.82625 internal_count=2274 2092 182 is_linear=0 shrinkage=0.0215583 Tree=3287 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=5.67326 8.77755 threshold=0.091490000000000016 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016584978643503731 -0.020747740620512718 0.0097516231444204852 leaf_weight=131.24104342586361 5.0389976166188708 33.567632278078236 leaf_count=1952 42 280 internal_value=0 0.000666334 internal_weight=0 164.809 internal_count=2274 2232 is_linear=0 shrinkage=0.0199165 Tree=3288 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=6.73035 6.535 threshold=-0.036024999999999995 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051417795343588178 -0.00033450464440920396 2.3720376966196261e-05 leaf_weight=5.0909092128276816 10.464008066803215 162.98827999009518 leaf_count=68 112 2075 internal_value=0 2.07499e-06 internal_weight=0 173.452 internal_count=2255 2187 is_linear=0 shrinkage=0.000439788 Tree=3289 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=5.89142 13.2995 9.23791 threshold=0.077765000000000015 -0.084804999999999978 0.081390000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034720166783234606 0.00055707196144455702 6.766087814628457e-05 4.4537395372186119e-05 leaf_weight=24.080671245261328 7.2528092116117469 39.33382824040018 105.26857467181981 leaf_count=541 32 653 1029 internal_value=0 -8.99338e-05 7.76628e-05 internal_weight=0 63.4145 112.521 internal_count=2255 1194 1061 is_linear=0 shrinkage=0.000439788 Tree=3290 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=6.32095 13.8954 9.86435 threshold=0.077765000000000015 0.0060650000000000009 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025161087771167069 0.00057857864090911934 0.00016003418762216946 4.2985218584236034e-05 leaf_weight=39.772683771734592 6.7856593215838066 24.695049861737061 105.65916448552161 leaf_count=918 27 276 1034 internal_value=0 -9.39252e-05 7.53992e-05 internal_weight=0 64.4677 112.445 internal_count=2255 1194 1061 is_linear=0 shrinkage=0.000431165 Tree=3291 num_leaves=3 num_cat=0 split_feature=14 4 split_gain=5.36776 5.43419 threshold=0.057600000000000005 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012836645812944374 -0.019824923298206846 0.0023800235975565236 leaf_weight=10.758668312802909 5.2646078123943871 154.9535776397679 leaf_count=121 73 2061 internal_value=0 0.00139073 internal_weight=0 165.712 internal_count=2255 2182 is_linear=0 shrinkage=0.0207211 Tree=3292 num_leaves=4 num_cat=0 split_feature=42 13 160 split_gain=15.6384 8.67816 7.97305 threshold=-1.0000000180025095e-35 -0.23832999999999996 -0.076689999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012514103069063246 0.00036142420209967857 1.0703735794295642e-05 -0.00041569481684657387 leaf_weight=6.4735216093831722 14.547057747375218 131.7316056760028 23.184958244208246 leaf_count=83 128 1505 559 internal_value=0 4.56246e-05 -0.000297643 internal_weight=0 146.279 29.6585 internal_count=2275 1633 642 is_linear=0 shrinkage=0.000431165 Tree=3293 num_leaves=4 num_cat=0 split_feature=42 160 13 split_gain=14.7867 7.83201 7.64521 threshold=-1.0000000180025095e-35 -0.076689999999999994 -0.23832999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.006243878309406389 0.017151630699341294 -0.020452744632251559 0.00061161461455291671 leaf_weight=6.307879530912035 13.810531499795614 21.996019464917481 128.29252813884523 leaf_count=83 128 559 1505 internal_value=0 -0.0145029 0.00222117 internal_weight=0 28.3039 142.103 internal_count=2275 642 1633 is_linear=0 shrinkage=0.0211355 Tree=3294 num_leaves=4 num_cat=0 split_feature=42 160 13 split_gain=14.2366 7.58019 7.40887 threshold=-1.0000000180025095e-35 -0.076689999999999994 -0.23832999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059915602357804455 0.016633344203164705 -0.019797224558187582 0.0005861547802482939 leaf_weight=6.3005758683139019 13.650505836587397 21.781761979917064 128.29690490692155 leaf_count=83 128 559 1505 internal_value=0 -0.0140111 0.00213138 internal_weight=0 28.0823 141.947 internal_count=2275 642 1633 is_linear=0 shrinkage=0.0207211 Tree=3295 num_leaves=4 num_cat=0 split_feature=42 160 13 split_gain=13.7045 7.3345 7.17883 threshold=-1.0000000180025095e-35 -0.076689999999999994 -0.23832999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061011758729039613 0.01711632931132075 -0.020331108482715694 0.00059613920078606798 leaf_weight=6.2934589286160216 13.493678546976296 21.574336040066555 128.30119371117325 leaf_count=83 128 559 1505 internal_value=0 -0.0143617 0.00217035 internal_weight=0 27.8678 141.795 internal_count=2275 642 1633 is_linear=0 shrinkage=0.0215583 Tree=3296 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=7.85431 6.4428 2.88867 threshold=1.0000000180025095e-35 -0.49367499999999992 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02167560568956901 0.005241606785176019 -0.0017755904402386561 0.023833194048435265 leaf_weight=8.3115360895171744 9.6406059721484798 141.38709038583329 6.9561331627191967 leaf_count=105 101 1982 96 internal_value=0 -0.0028831 0.0130523 internal_weight=0 149.699 16.5967 internal_count=2284 2087 197 is_linear=0 shrinkage=0.0219894 Tree=3297 num_leaves=4 num_cat=0 split_feature=123 150 133 split_gain=8.58773 6.73778 2.81054 threshold=1.0000000180025095e-35 -0.22665999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004033949127635935 0.00011787846082371717 -7.6107136304030395e-05 0.00047646698333757417 leaf_weight=5.8734651524573556 10.125924545340242 148.84661984175909 7.2599467388354233 leaf_count=20 101 2067 96 internal_value=0 -5.78568e-05 0.000267975 internal_weight=0 154.72 17.3859 internal_count=2284 2087 197 is_linear=0 shrinkage=0.000439788 Tree=3298 num_leaves=4 num_cat=0 split_feature=123 150 133 split_gain=7.58073 6.36644 2.86912 threshold=1.0000000180025095e-35 -0.22665999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019049979857454862 0.004950752946427643 -0.0035839139140207243 0.022869428138159693 leaf_weight=5.7553214691579333 9.624132905853914 143.92536668287357 6.8187390241073436 leaf_count=20 101 2067 96 internal_value=0 -0.00271131 0.0123994 internal_weight=0 149.681 16.4429 internal_count=2284 2087 197 is_linear=0 shrinkage=0.0211355 Tree=3299 num_leaves=4 num_cat=0 split_feature=123 52 133 split_gain=7.90187 6.29652 2.82187 threshold=1.0000000180025095e-35 -0.24182499999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003391036467150172 0.00010977040009931471 -2.7923237007704004e-05 0.00047534052922995325 leaf_weight=13.805826431722378 9.8840603418648261 139.34218532688101 6.9593128475826225 leaf_count=261 101 1826 96 internal_value=0 -5.6014e-05 0.000261183 internal_weight=0 153.148 16.8434 internal_count=2284 2087 197 is_linear=0 shrinkage=0.000439788 Tree=3300 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=7.33031 11.7885 7.61611 threshold=0.077765000000000015 -1.0000000180025095e-35 0.070130000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028749003496578347 0.00011247244648494163 0.00011529907957293591 -0.00020357002553563554 leaf_weight=35.815277428162517 93.156777081429027 23.108038083533756 17.503107472090051 leaf_count=893 866 286 216 internal_value=0 -0.000129541 6.24574e-05 internal_weight=0 58.9233 110.66 internal_count=2261 1179 1082 is_linear=0 shrinkage=0.000439788 Tree=3301 num_leaves=4 num_cat=0 split_feature=13 457 1 split_gain=6.70058 6.5861 6.12333 threshold=-0.089899999999999994 0.069910000000000014 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017929668316915826 -0.0051952338840588813 0.007143739099872713 0.01623510016434352 leaf_weight=16.693919852608815 100.32409262395231 26.407674081623554 20.024830376729369 leaf_count=166 1729 171 195 internal_value=0 -0.00262342 0.00804209 internal_weight=0 126.732 36.7188 internal_count=2261 1900 361 is_linear=0 shrinkage=0.0219894 Tree=3302 num_leaves=4 num_cat=0 split_feature=1 43 132 split_gain=7.4875 11.9362 7.68159 threshold=0.077765000000000015 -1.0000000180025095e-35 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028895850437757591 2.576321971070108e-05 0.00011558094427443478 0.00042361449434772069 leaf_weight=36.036423155193916 99.44852587103378 23.159942995931488 10.345911644399164 leaf_count=893 971 286 111 internal_value=0 -0.000130701 6.33198e-05 internal_weight=0 59.1964 109.794 internal_count=2261 1179 1082 is_linear=0 shrinkage=0.000439788 Tree=3303 num_leaves=4 num_cat=0 split_feature=13 39 1 split_gain=7.16147 9.13606 4.9988 threshold=-0.094869999999999996 0.0095750000000000019 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3229952961042445e-06 -9.5124076039267919e-05 0.0002187830580630699 0.00033794341598146081 leaf_weight=14.89927808055654 115.34895547520136 21.214570443378761 18.007741246838123 leaf_count=117 1759 227 158 internal_value=0 -4.63362e-05 0.000182157 internal_weight=0 136.564 32.907 internal_count=2261 1986 275 is_linear=0 shrinkage=0.000439788 Tree=3304 num_leaves=4 num_cat=0 split_feature=401 52 2 split_gain=6.70527 5.89563 1.65638 threshold=1.0000000180025095e-35 -0.53299999999999992 0.097005000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023851910253963462 -0.02500168057216785 0.00079481021190258539 -0.0048117961791031326 leaf_weight=4.8211692519253111 6.6273894470650685 154.10612294136081 2.8045201345812529 leaf_count=146 179 1922 56 internal_value=0 4.43598e-05 -0.0190202 internal_weight=0 158.927 9.43191 internal_count=2303 2068 235 is_linear=0 shrinkage=0.0219894 Tree=3305 num_leaves=3 num_cat=0 split_feature=448 401 split_gain=6.572 6.76908 threshold=-0.083114999999999981 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025766483035780486 0.0008126125602929546 -0.0183443084859558 leaf_weight=4.8115775082260361 154.25976089353207 9.0577180306427163 leaf_count=43 2028 232 internal_value=0 -0.000251865 internal_weight=0 163.317 internal_count=2303 2260 is_linear=0 shrinkage=0.0215583 Tree=3306 num_leaves=4 num_cat=0 split_feature=401 41 2 split_gain=6.28811 5.73442 1.7007 threshold=1.0000000180025095e-35 0.083035000000000012 0.097005000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085991534595739689 -0.024870445621314987 -0.021298870849689906 -0.0042972672947231933 leaf_weight=152.97930663672742 6.403950135689227 5.8444240167736998 2.7986450276803225 leaf_count=1999 179 69 56 internal_value=0 4.20504e-05 -0.0186357 internal_weight=0 158.824 9.2026 internal_count=2303 2068 235 is_linear=0 shrinkage=0.0219894 Tree=3307 num_leaves=3 num_cat=0 split_feature=448 401 split_gain=6.30612 6.34436 threshold=-0.083114999999999981 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025252720081447563 0.00079404902931723116 -0.017962627564927114 leaf_weight=4.798117537982761 154.22952312062262 8.8436169731430692 leaf_count=43 2028 232 internal_value=0 -0.000225127 internal_weight=0 163.073 internal_count=2303 2260 is_linear=0 shrinkage=0.0215583 Tree=3308 num_leaves=4 num_cat=0 split_feature=48 15 48 split_gain=5.6837 9.37291 8.51249 threshold=0.092475000000000016 0.09167500000000002 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9799877091734438e-05 0.00043656079443521754 -0.00036077735083873941 -1.3928751073080612e-05 leaf_weight=127.80732542794431 14.537176994490435 13.855844163801519 18.325206450477708 leaf_count=1659 112 334 144 internal_value=0 -1.74674e-05 0.00018549 internal_weight=0 141.663 32.8624 internal_count=2249 1993 256 is_linear=0 shrinkage=0.000439788 Tree=3309 num_leaves=4 num_cat=0 split_feature=4 48 49 split_gain=6.22299 9.93805 3.47522 threshold=0.28251000000000009 0.092475000000000016 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6816633109144353e-05 0.0004965156636846862 0.00022638291538983716 0.00012220716008278602 leaf_weight=124.61708481010282 6.678452271968129 27.228668197523803 16.979542335495353 leaf_count=1789 50 229 181 internal_value=0 -1.42188e-05 0.000228186 internal_weight=0 151.846 23.658 internal_count=2249 2018 231 is_linear=0 shrinkage=0.000439788 Tree=3310 num_leaves=4 num_cat=0 split_feature=158 1 156 split_gain=5.32118 10.7669 6.3419 threshold=0.07968500000000002 0.098370000000000027 0.091255000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034418295370548958 -0.027479605735676052 0.011278950760213152 -0.013745598127854603 leaf_weight=143.79720079078106 8.5366623964509909 5.8110852569807312 11.169511612155473 leaf_count=1794 193 76 186 internal_value=0 -0.0117876 0.00220147 internal_weight=0 14.3477 154.967 internal_count=2249 269 1980 is_linear=0 shrinkage=0.0219894 Tree=3311 num_leaves=4 num_cat=0 split_feature=48 4 48 split_gain=5.27376 10.1374 8.63512 threshold=0.092475000000000016 0.28251000000000009 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031265186887807794 0.021827961900384184 0.015033254984942568 -0.0011746862631723174 leaf_weight=120.20706653856905 14.171092882170344 16.941858745645732 17.772675079002511 leaf_count=1789 112 204 144 internal_value=0 -0.000881481 0.00903683 internal_weight=0 137.149 31.9438 internal_count=2249 1993 256 is_linear=0 shrinkage=0.0219894 Tree=3312 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=5.62785 5.84289 2.09936 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014955514946257754 0.0056681373667794629 0.00079806868943284542 0.020961444228528192 leaf_weight=11.835338347882496 9.0804256086703408 142.14120684622321 7.7292570517165577 leaf_count=344 94 1721 101 internal_value=0 -0.000414527 0.012716 internal_weight=0 153.977 16.8097 internal_count=2260 2065 195 is_linear=0 shrinkage=0.0215583 Tree=3313 num_leaves=3 num_cat=0 split_feature=376 51 split_gain=5.19751 7.17622 threshold=0.048375000000000008 -0.41109999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02994639828406637 0.01434410408391007 0.00052354839555790542 leaf_weight=3.8113884531194335 12.7985817855224 153.93526464002207 leaf_count=87 123 2050 internal_value=0 -0.000216184 internal_weight=0 157.747 internal_count=2260 2137 is_linear=0 shrinkage=0.0219894 Tree=3314 num_leaves=4 num_cat=0 split_feature=123 52 1 split_gain=5.88695 5.80619 2.05875 threshold=1.0000000180025095e-35 -0.11251499999999999 0.092810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020863831621189559 3.4453400315787033e-05 2.4916452245827548e-05 0.00036160664450254605 leaf_weight=24.2844012362184 5.419783532619479 134.62577495293226 11.876576939830555 leaf_count=381 23 1684 172 internal_value=0 -1.07958e-05 0.000259245 internal_weight=0 158.91 17.2964 internal_count=2260 2065 195 is_linear=0 shrinkage=0.000439788 Tree=3315 num_leaves=4 num_cat=0 split_feature=123 483 133 split_gain=5.3141 5.75991 2.08091 threshold=1.0000000180025095e-35 0.088070000000000009 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056935836301720804 0.0053457552266800877 -0.017643827634668756 0.020406798906537692 leaf_weight=145.75173865727265 9.0318741784431058 8.1734435537364316 7.5113835893571368 leaf_count=1878 94 187 101 internal_value=0 -0.000399832 0.0121998 internal_weight=0 153.925 16.5433 internal_count=2260 2065 195 is_linear=0 shrinkage=0.0211355 Tree=3316 num_leaves=4 num_cat=0 split_feature=4 454 15 split_gain=6.42276 11.7603 7.62121 threshold=0.012315000000000001 1.0000000180025095e-35 -0.055344999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8676827998702673e-05 3.6729648204907282e-06 0.0005627711170695717 0.00029974469581772544 leaf_weight=101.93195365869906 40.077121791720856 5.8261597696691743 28.953590831719339 leaf_count=1664 443 26 171 internal_value=0 -4.39021e-05 0.000127903 internal_weight=0 107.758 69.0307 internal_count=2304 1690 614 is_linear=0 shrinkage=0.000439788 Tree=3317 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=6.3638 6.0952 threshold=-0.49367499999999992 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016044524810737048 0.0031395480939072867 -0.021261388332803985 leaf_weight=10.056669030338524 155.36304617847782 5.3075848165899506 leaf_count=114 2153 37 internal_value=0 0.00233106 internal_weight=0 160.671 internal_count=2304 2190 is_linear=0 shrinkage=0.0224292 Tree=3318 num_leaves=4 num_cat=0 split_feature=4 454 15 split_gain=6.44867 11.6668 7.2298 threshold=0.012315000000000001 1.0000000180025095e-35 -0.055344999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8465259863068741e-05 7.7228747365804717e-06 0.00056309492099494869 0.00029603952678525659 leaf_weight=101.2189227125491 40.114526142249815 5.7772325407713643 28.952767688781023 leaf_count=1664 443 26 171 internal_value=0 -4.37301e-05 0.000128633 internal_weight=0 106.996 69.0673 internal_count=2304 1690 614 is_linear=0 shrinkage=0.000439788 Tree=3319 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=6.37973 5.91851 threshold=-0.49367499999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031289699228541237 6.0306683832765202e-05 -0.00036170629852649242 leaf_weight=10.306153033860026 159.91820554522565 6.6778463668306349 leaf_count=114 2114 76 internal_value=0 4.33512e-05 internal_weight=0 166.596 internal_count=2304 2190 is_linear=0 shrinkage=0.000439788 Tree=3320 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=8.77676 6.69949 3.40908 threshold=0.12419000000000001 0.14228500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8444972090553166e-05 0.00046140910368510166 0.0003722272104255202 7.7687717160740167e-05 leaf_weight=147.25275562988827 9.7809282585512864 7.315090548247098 8.2630233247764391 leaf_count=2010 119 40 95 internal_value=0 -3.80195e-05 0.000285956 internal_weight=0 154.568 18.044 internal_count=2264 2050 214 is_linear=0 shrinkage=0.000439788 Tree=3321 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=7.56935 9.06043 8.08306 threshold=-0.060199999999999997 -0.49071999999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011712233794484321 -0.010218603967343616 0.012978689345639956 0.0006595546464406184 leaf_weight=36.447385256149573 10.645225714892147 34.43094408523757 85.177970368473325 leaf_count=1045 118 287 814 internal_value=0 0.00749839 -0.00304915 internal_weight=0 45.0762 121.625 internal_count=2264 405 1859 is_linear=0 shrinkage=0.0219894 Tree=3322 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=7.26065 8.64287 7.68234 threshold=-0.061684999999999997 -0.49071999999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01173481268986957 -0.010216461558334168 0.012903708429783551 0.00061940796546466729 leaf_weight=36.048111653712112 10.617520384490488 34.587923746206798 84.984622550662607 leaf_count=1041 118 295 810 internal_value=0 0.00747139 -0.00306141 internal_weight=0 45.2054 121.033 internal_count=2264 413 1851 is_linear=0 shrinkage=0.0224292 Tree=3323 num_leaves=4 num_cat=0 split_feature=1 403 13 split_gain=7.00917 6.15466 3.12647 threshold=0.12419000000000001 0.093800000000000008 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070481538242395212 0.027534621689400768 -0.02171885288827044 0.0068497583133045499 leaf_weight=141.56032714512548 5.4050551727414158 7.3579149174038312 11.465439031017011 leaf_count=1889 122 161 92 internal_value=0 -0.00174575 0.0135005 internal_weight=0 148.918 16.8705 internal_count=2264 2050 214 is_linear=0 shrinkage=0.0224292 Tree=3324 num_leaves=3 num_cat=0 split_feature=41 1374 split_gain=5.15409 5.13876 threshold=0.088520000000000015 0.093235000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1262916799005939e-05 -0.00039667335808971755 -0.00037449764325035728 leaf_weight=158.03863465605536 5.4719273652881375 5.6610583253204814 leaf_count=2098 62 38 internal_value=0 3.64973e-05 internal_weight=0 163.7 internal_count=2198 2136 is_linear=0 shrinkage=0.000439788 Tree=3325 num_leaves=3 num_cat=0 split_feature=41 1374 split_gain=5.33817 5.6025 threshold=0.088520000000000015 0.093235000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026515740874108362 -0.020894679127620813 -0.020312120606741275 leaf_weight=152.98406262652134 5.3480147626250973 5.5192373767495146 leaf_count=2098 62 38 internal_value=0 0.00184961 internal_weight=0 158.503 internal_count=2198 2136 is_linear=0 shrinkage=0.0224292 Tree=3326 num_leaves=3 num_cat=0 split_feature=41 1374 split_gain=4.92587 4.98944 threshold=0.088520000000000015 0.093235000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.033915586199198e-05 -0.00038752381891884948 -0.00036869968458344148 leaf_weight=157.76007005208521 5.4776188945397726 5.6752003543078891 leaf_count=2098 62 38 internal_value=0 3.57469e-05 internal_weight=0 163.435 internal_count=2198 2136 is_linear=0 shrinkage=0.000439788 Tree=3327 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.1769 5.98218 threshold=-0.41249499999999995 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043314863027740964 3.7699264578675946e-07 0.00024525893509909358 leaf_weight=4.7071315818466237 141.7238395663735 22.316194162704051 leaf_count=43 1927 228 internal_value=0 3.37157e-05 internal_weight=0 164.04 internal_count=2198 2155 is_linear=0 shrinkage=0.000439788 Tree=3328 num_leaves=3 num_cat=0 split_feature=133 484 split_gain=7.81641 7.63413 threshold=-0.39935999999999994 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005604013833590732 -0.00030661091097460599 4.937630275730059e-05 leaf_weight=4.543690344435162 12.56798613531282 156.7361557217373 leaf_count=122 366 1823 internal_value=0 2.29186e-05 internal_weight=0 169.304 internal_count=2311 2189 is_linear=0 shrinkage=0.000439788 Tree=3329 num_leaves=3 num_cat=0 split_feature=133 457 split_gain=7.4814 6.38846 threshold=-0.39935999999999994 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028775694785588061 -0.016263857429598252 0.0021450421824027537 leaf_weight=4.3346186194103202 10.08580616826657 154.2103737530997 leaf_count=122 155 2034 internal_value=0 0.0010132 internal_weight=0 164.296 internal_count=2311 2189 is_linear=0 shrinkage=0.0224292 Tree=3330 num_leaves=3 num_cat=0 split_feature=133 484 split_gain=7.28107 6.89088 threshold=-0.39935999999999994 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028661497238232414 -0.015291635840659196 0.0022860909110216793 leaf_weight=4.2552522808546192 12.093416141287888 152.1885548736027 leaf_count=122 366 1823 internal_value=0 0.000990502 internal_weight=0 164.282 internal_count=2311 2189 is_linear=0 shrinkage=0.0224292 Tree=3331 num_leaves=3 num_cat=0 split_feature=133 484 split_gain=7.08582 6.61727 threshold=-0.39935999999999994 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028545737676986701 -0.015036197905025351 0.0022348723275802417 leaf_weight=4.1776334278983986 12.024124655523336 152.18517168512335 leaf_count=122 366 1823 internal_value=0 0.000968608 internal_weight=0 164.209 internal_count=2311 2189 is_linear=0 shrinkage=0.0224292 Tree=3332 num_leaves=4 num_cat=0 split_feature=124 453 42 split_gain=5.9912 7.09199 3.08965 threshold=-0.043384999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000494271840055782 -0.00033182054566633848 -0.024513489476803062 0.020120765509189936 leaf_weight=6.5196730715688345 141.43933070386993 6.3573161899112156 10.573294455185531 leaf_count=45 2051 55 146 internal_value=0 -0.001375 0.0126436 internal_weight=0 147.797 17.093 internal_count=2297 2106 191 is_linear=0 shrinkage=0.0224292 Tree=3333 num_leaves=4 num_cat=0 split_feature=129 3 43 split_gain=5.88578 6.02132 0.933017 threshold=0.08956500000000002 -0.16270999999999997 -0.064074999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014678746710640442 -0.012258650928124214 -0.0004909953619675842 -0.031209997202812909 leaf_weight=13.83622889453545 2.2725314196432009 145.67986711295089 2.9014149117283514 leaf_count=115 52 2035 95 internal_value=0 0.000826408 -0.0229617 internal_weight=0 159.516 5.17395 internal_count=2297 2150 147 is_linear=0 shrinkage=0.0219894 Tree=3334 num_leaves=4 num_cat=0 split_feature=124 1447 42 split_gain=6.36912 7.30812 3.15678 threshold=-0.043384999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2106857316041072e-05 -0.00053067272474240318 -9.2350914855198388e-06 0.00039681329705481302 leaf_weight=6.6203680371399996 5.3721113087376571 145.55617027470726 10.933460817788726 leaf_count=45 219 1887 146 internal_value=0 -2.78598e-05 0.000251893 internal_weight=0 150.928 17.5538 internal_count=2297 2106 191 is_linear=0 shrinkage=0.000439788 Tree=3335 num_leaves=4 num_cat=0 split_feature=124 1447 42 split_gain=5.81693 7.09569 3.02258 threshold=-0.043384999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054149958074965992 -0.027052604370870106 -0.00041133011481687205 0.020015641774164313 leaf_weight=6.5174981346353915 5.1942775087081818 142.51262381646666 10.404746897751464 leaf_count=45 219 1887 146 internal_value=0 -0.00135158 0.0125244 internal_weight=0 147.707 16.9222 internal_count=2297 2106 191 is_linear=0 shrinkage=0.0224292 Tree=3336 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=6.96949 5.37174 threshold=0.081790000000000015 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011333129427391174 -0.014774201458666571 0.00043850901193331687 leaf_weight=27.479139859089628 12.965370811463798 132.35655796044739 leaf_count=196 128 1980 internal_value=0 0.00231265 internal_weight=0 159.836 internal_count=2304 2176 is_linear=0 shrinkage=0.0224292 Tree=3337 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=6.66192 5.1462 threshold=0.081790000000000015 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011100510011849099 -0.014445247293761223 0.00042865980595159362 leaf_weight=27.426734906155616 12.963654904975554 132.36119853163837 leaf_count=196 128 1980 internal_value=0 0.00226153 internal_weight=0 159.788 internal_count=2304 2176 is_linear=0 shrinkage=0.0224292 Tree=3338 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=6.10991 4.90586 threshold=0.081790000000000015 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.8195561944173588e-05 -0.00026996972259109753 9.9111613086886008e-05 leaf_weight=61.324153581575956 13.266917631204704 102.26545077050105 leaf_count=1197 128 979 internal_value=0 4.01426e-05 internal_weight=0 163.59 internal_count=2304 2176 is_linear=0 shrinkage=0.000439788 Tree=3339 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=5.89081 5.15802 threshold=0.081790000000000015 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021336911392980771 -0.00026303836106596006 5.4415535773339751e-06 leaf_weight=27.781835308065638 13.331470914010422 135.75654413196025 leaf_count=196 128 1980 internal_value=0 4.0785e-05 internal_weight=0 163.538 internal_count=2304 2176 is_linear=0 shrinkage=0.000439788 Tree=3340 num_leaves=4 num_cat=0 split_feature=52 43 1 split_gain=6.26364 6.91928 5.24127 threshold=0.18829500000000002 -0.082894999999999983 0.11203500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0089996424944307242 -0.025027897265896992 -0.0010152048916002409 0.0039254133610947626 leaf_weight=48.210680145188235 7.8694496700772998 108.1704880403704 4.8942882101982832 leaf_count=540 238 1482 24 internal_value=0 0.00207299 -0.0139364 internal_weight=0 156.381 12.7637 internal_count=2284 2022 262 is_linear=0 shrinkage=0.0219894 Tree=3341 num_leaves=4 num_cat=0 split_feature=52 43 1 split_gain=6.04525 6.61358 5.1338 threshold=0.18829500000000002 -0.082894999999999983 0.11203500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0087991866473485433 -0.024921631037842406 -0.00099244368043621125 0.0038407121940586 leaf_weight=48.203532037441619 7.7274319144198653 108.16995815909468 4.8904930260032415 leaf_count=540 238 1482 24 internal_value=0 0.00202662 -0.0137849 internal_weight=0 156.373 12.6179 internal_count=2284 2022 262 is_linear=0 shrinkage=0.0219894 Tree=3342 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=6.0244 6.34961 threshold=-1.0000000180025095e-35 0.10947000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045348117622416622 -1.7042908247559017e-05 0.00018434030277684953 leaf_weight=5.1030765111208884 127.68883765442297 39.676328253233805 leaf_count=118 1781 385 internal_value=0 3.07135e-05 internal_weight=0 167.365 internal_count=2284 2166 is_linear=0 shrinkage=0.000439788 Tree=3343 num_leaves=3 num_cat=0 split_feature=1429 160 split_gain=5.94955 5.72209 threshold=-1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023310497877762241 -0.023376196392309517 0.0022789099799844902 leaf_weight=4.9605206160922526 4.4778579832636742 159.46842844277853 leaf_count=118 166 2000 internal_value=0 0.00157555 internal_weight=0 163.946 internal_count=2284 2166 is_linear=0 shrinkage=0.0224292 Tree=3344 num_leaves=4 num_cat=0 split_feature=15 151 4 split_gain=8.38014 7.69223 4.34311 threshold=0.088575000000000015 -0.27336999999999995 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049941707493103657 -0.00034479972056933973 2.7201045340292152e-05 0.00016564069142973426 leaf_weight=5.5654054580954826 21.484282852499749 136.30836666270625 3.7808656552806488 leaf_count=54 486 1677 19 internal_value=0 6.47852e-06 -0.000268346 internal_weight=0 141.874 25.2651 internal_count=2236 1731 505 is_linear=0 shrinkage=0.000439788 Tree=3345 num_leaves=4 num_cat=0 split_feature=15 151 1 split_gain=7.50569 7.82164 4.5871 threshold=0.091545000000000015 -0.27336999999999995 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026515080797006936 -0.022794764057393002 0.00085231884043910386 0.0036239360944048679 leaf_weight=5.441240639134775 12.62948644947028 138.75890591533971 4.4700065562501541 leaf_count=54 335 1819 28 internal_value=0 -0.000183734 -0.0158923 internal_weight=0 144.2 17.0995 internal_count=2236 1873 363 is_linear=0 shrinkage=0.0224292 Tree=3346 num_leaves=4 num_cat=0 split_feature=15 151 0 split_gain=7.26046 7.50075 4.48621 threshold=0.091545000000000015 -0.27336999999999995 -0.023879999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02549986772431128 -0.020893072745848736 0.00081686129087052916 0.007858090598700386 leaf_weight=5.4230969275231464 13.686744832026308 138.75991787089151 3.2348962612450114 leaf_count=54 333 1819 30 internal_value=0 -0.000176224 -0.0153941 internal_weight=0 144.183 16.9216 internal_count=2236 1873 363 is_linear=0 shrinkage=0.0219894 Tree=3347 num_leaves=4 num_cat=0 split_feature=15 151 4 split_gain=7.36414 6.90373 4.49352 threshold=0.088575000000000015 -0.27336999999999995 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047730298815551681 -0.00033559658351947212 2.4307049648998694e-05 0.00018422958425650811 leaf_weight=5.5042680103797457 20.887731029244609 135.38177940360038 3.7884288448840371 leaf_count=54 486 1677 19 internal_value=0 4.64766e-06 -0.000255709 internal_weight=0 140.886 24.6762 internal_count=2236 1731 505 is_linear=0 shrinkage=0.000439788 Tree=3348 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.43706 6.60624 threshold=-0.5138299999999999 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004836299173064571 -4.9752737569385539e-05 0.00013421176731574097 leaf_weight=6.089667117514181 115.89109853547416 55.974515749025159 leaf_count=172 1617 477 internal_value=0 1.01705e-05 internal_weight=0 171.866 internal_count=2266 2094 is_linear=0 shrinkage=0.000439788 Tree=3349 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=6.89271 7.2355 threshold=-0.5138299999999999 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048033162443243769 -5.3988333614046428e-05 0.00013859850234575655 leaf_weight=5.7375934454612425 115.5184195296606 56.009890815592371 leaf_count=172 1617 477 internal_value=0 8.90631e-06 internal_weight=0 171.528 internal_count=2266 2094 is_linear=0 shrinkage=0.000439788 Tree=3350 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.02092 7.6461 threshold=-0.5138299999999999 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048196173148317767 -5.7229775265326698e-05 0.00014054132748472258 leaf_weight=5.8479711424442931 115.91845975560136 56.088318219408393 leaf_count=172 1617 477 internal_value=0 7.26826e-06 internal_weight=0 172.007 internal_count=2266 2094 is_linear=0 shrinkage=0.000439788 Tree=3351 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=6.62099 6.05562 threshold=-0.5138299999999999 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024489236120702345 -0.0026284452753892098 0.0064886558346973792 leaf_weight=5.5686733957845709 112.91012691080687 54.240036826115102 leaf_count=172 1617 477 internal_value=0 0.000330447 internal_weight=0 167.15 internal_count=2266 2094 is_linear=0 shrinkage=0.0224292 Tree=3352 num_leaves=4 num_cat=0 split_feature=4 4 16 split_gain=9.20061 12.1652 9.11701 threshold=0.0063250000000000008 -1.0000000180025095e-35 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9230487103160428e-05 2.1275345570075385e-05 -0.00060907421202082139 0.00035508923166309539 leaf_weight=94.201427657273598 54.300542961689644 7.8310007499530903 22.315403152140789 leaf_count=1499 493 103 166 internal_value=0 -8.30718e-05 0.000118567 internal_weight=0 102.032 76.6159 internal_count=2261 1602 659 is_linear=0 shrinkage=0.000439788 Tree=3353 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=8.55102 11.4027 8.827 threshold=0.0063250000000000008 -1.0000000180025095e-35 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0386363641683337e-05 3.2663087191242218e-05 -0.000599228507657216 0.00039391284197192529 leaf_weight=92.85588036844274 59.060799722908996 7.6243379687657571 16.787125619361177 leaf_count=1499 558 103 101 internal_value=0 -8.28965e-05 0.000112696 internal_weight=0 100.48 75.8479 internal_count=2261 1602 659 is_linear=0 shrinkage=0.000439788 Tree=3354 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=8.51654 11.4018 8.87294 threshold=0.0063250000000000008 -1.0000000180025095e-35 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0207947877515556e-05 3.1856617581656809e-05 -0.00059650483123156197 0.00039299995758344651 leaf_weight=93.639461774902884 59.248939700541086 7.6942718133795998 16.897026553517208 leaf_count=1499 558 103 101 internal_value=0 -8.2552e-05 0.000112074 internal_weight=0 101.334 76.146 internal_count=2261 1602 659 is_linear=0 shrinkage=0.000439788 Tree=3355 num_leaves=4 num_cat=0 split_feature=4 4 16 split_gain=8.67211 11.4004 8.90996 threshold=0.0063250000000000008 -1.0000000180025095e-35 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9123957405905028e-05 1.8619281164025919e-05 -0.00059576088726700865 0.00034956576530570068 leaf_weight=93.358314439828973 54.11552917084191 7.6849444137187666 22.166845606057905 leaf_count=1499 493 103 166 internal_value=0 -8.15641e-05 0.000114852 internal_weight=0 101.043 76.2824 internal_count=2261 1602 659 is_linear=0 shrinkage=0.000439788 Tree=3356 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=5.11853 7.72549 threshold=1.0000000180025095e-35 0.18654500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0033450009046695098 -0.013316393009281807 -0.024573184491455621 leaf_weight=152.33961980586173 11.096935618668793 5.1360909703653297 leaf_count=1931 117 211 internal_value=0 0.00243158 internal_weight=0 157.476 internal_count=2259 2142 is_linear=0 shrinkage=0.0224292 Tree=3357 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=5.0263 5.35719 2.11855 threshold=1.0000000180025095e-35 0.50500500000000004 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012769832238867821 -1.0924312031518961e-05 0.022063549070854872 -0.02820705789702508 leaf_weight=155.97906345079537 2.0155364985112101 6.4782402692362657 3.9840715560712843 leaf_count=1937 62 122 138 internal_value=0 0.00210838 -0.0187648 internal_weight=0 162.457 5.99961 internal_count=2259 2059 200 is_linear=0 shrinkage=0.0224292 Tree=3358 num_leaves=3 num_cat=0 split_feature=41 454 split_gain=4.90115 5.31328 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015140160289071412 -0.012820924180846589 0.02299046583129407 leaf_weight=151.43564271932701 11.071076462510971 5.7639544475823632 leaf_count=2116 117 26 internal_value=0 0.00230418 internal_weight=0 157.2 internal_count=2259 2142 is_linear=0 shrinkage=0.0219894 Tree=3359 num_leaves=4 num_cat=0 split_feature=1456 4 52 split_gain=4.85185 5.24531 1.90693 threshold=1.0000000180025095e-35 0.50500500000000004 -0.044219999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011704481623277961 0.0010675492795030827 0.02112272882393236 -0.025742882106175403 leaf_weight=155.94787491334137 1.7431254378752781 6.3550590301165348 4.1816628529923028 leaf_count=1937 51 122 149 internal_value=0 0.00195408 -0.0178769 internal_weight=0 162.303 5.92479 internal_count=2259 2059 200 is_linear=0 shrinkage=0.0215583 Tree=3360 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=5.17857 5.90107 threshold=0.086765000000000023 0.07968500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0033222967138328962 -0.020083215707478487 -0.01243921813188658 leaf_weight=146.80053925121319 5.4873639077413818 12.989935809862798 leaf_count=1928 53 264 internal_value=0 0.00203965 internal_weight=0 159.79 internal_count=2245 2192 is_linear=0 shrinkage=0.0224292 Tree=3361 num_leaves=3 num_cat=0 split_feature=454 1213 split_gain=5.04924 5.21466 threshold=-1.0000000180025095e-35 -0.080769999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036066550883699416 -0.00036409565374955069 5.2570550786521995e-05 leaf_weight=6.3858294021338216 6.0111326322657979 158.79058414555038 leaf_count=54 235 1956 internal_value=0 3.73323e-05 internal_weight=0 164.802 internal_count=2245 2191 is_linear=0 shrinkage=0.000439788 Tree=3362 num_leaves=4 num_cat=0 split_feature=52 403 47 split_gain=5.17169 9.86394 7.54518 threshold=0.077655000000000016 -1.0000000180025095e-35 0.11893500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033825109423547318 -0.020845223751623929 0.011627410347899193 -0.022303585706285715 leaf_weight=114.55764079542132 5.1139857569360165 38.126251149282325 7.5688791233114889 leaf_count=1434 272 483 56 internal_value=0 0.00777939 -0.00106826 internal_weight=0 43.2402 122.127 internal_count=2245 755 1490 is_linear=0 shrinkage=0.0219894 Tree=3363 num_leaves=4 num_cat=0 split_feature=1213 52 133 split_gain=5.00872 5.01265 1.27564 threshold=-0.080769999999999995 0.077655000000000016 -0.14063999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4434319752425576e-05 -8.4674132466099209e-06 0.00016706059627770279 -0.00049116040460741531 leaf_weight=1.6146095447475088 121.06229849415831 42.499659125984181 4.4345205724821417 leaf_count=39 1383 627 196 internal_value=0 3.71557e-05 -0.000369745 internal_weight=0 163.562 6.04913 internal_count=2245 2010 235 is_linear=0 shrinkage=0.000439788 Tree=3364 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=6.30318 10.9779 6.3236 threshold=0.0066400000000000009 -0.0017899999999999997 0.022820000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025958655976960265 0.024472289087589756 -0.027132924871064005 0.0014314674426246111 leaf_weight=83.913587032933719 6.6279883072711518 10.280350029002873 60.867536020174157 leaf_count=1501 54 143 606 internal_value=0 -0.0052788 0.00370033 internal_weight=0 94.1939 67.4955 internal_count=2304 1644 660 is_linear=0 shrinkage=0.0224292 Tree=3365 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=6.54246 10.923 7.55989 threshold=0.0066400000000000009 -0.077944999999999987 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024003430538324866 -3.7297961322417231e-06 5.6296172786111134e-05 0.00034233315380331075 leaf_weight=51.477629026514478 53.233748032303993 45.143766173976474 15.823751955293117 leaf_count=1101 560 543 100 internal_value=0 -0.000101598 7.56393e-05 internal_weight=0 96.6214 69.0575 internal_count=2304 1644 660 is_linear=0 shrinkage=0.000439788 Tree=3366 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=7.09477 10.516 7.79012 threshold=0.0066400000000000009 -0.077944999999999987 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023814776668319774 -2.9913856156509348e-08 5.0962044240358241e-05 0.00034856493212778364 leaf_weight=52.072917757730465 53.708066241291817 45.655440474161878 16.101648542564362 leaf_count=1101 560 543 100 internal_value=0 -0.000103102 8.0447e-05 internal_weight=0 97.7284 69.8097 internal_count=2304 1644 660 is_linear=0 shrinkage=0.000439788 Tree=3367 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=6.9702 11.1938 7.40009 threshold=0.0066400000000000009 -0.077944999999999987 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024351463020558795 7.0782994803431831e-07 5.5805835890133754e-05 0.00034310495503718638 leaf_weight=51.709936951112468 53.435208278649952 45.340540735167451 15.804837755858896 leaf_count=1101 560 543 100 internal_value=0 -0.000103693 7.8937e-05 internal_weight=0 97.0505 69.24 internal_count=2304 1644 660 is_linear=0 shrinkage=0.000439788 Tree=3368 num_leaves=4 num_cat=0 split_feature=52 13 403 split_gain=6.72572 9.53601 7.23257 threshold=0.077655000000000016 -0.090689999999999979 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0077750815722677415 -0.018944541632752727 -0.007340939098973133 0.009293852790270226 leaf_weight=26.751770801609382 5.1370384924230157 97.325703913520556 39.705893445818219 leaf_count=244 293 1260 480 internal_value=0 -0.00408115 0.00605228 internal_weight=0 124.077 44.8429 internal_count=2277 1504 773 is_linear=0 shrinkage=0.0224292 Tree=3369 num_leaves=4 num_cat=0 split_feature=52 13 403 split_gain=6.43338 9.12137 6.95887 threshold=0.077655000000000016 -0.090689999999999979 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076184511857393935 -0.018795282535092984 -0.0071792035036357896 0.0090817516558731361 leaf_weight=26.690506689250469 5.0626934722531578 97.287048841943033 39.722102378756972 leaf_count=244 293 1260 480 internal_value=0 -0.00399281 0.00592373 internal_weight=0 123.978 44.7848 internal_count=2277 1504 773 is_linear=0 shrinkage=0.0224292 Tree=3370 num_leaves=4 num_cat=0 split_feature=42 0 160 split_gain=6.2098 9.11789 6.85316 threshold=-1.0000000180025095e-35 -0.076639999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021464338320170275 -0.0075932355604710336 0.0041625029392153472 0.003619996572722902 leaf_weight=16.80042856925866 37.416992365906481 11.935361654264851 102.45741975848796 leaf_count=476 587 155 1059 internal_value=0 -0.0108246 0.000619783 internal_weight=0 28.7358 139.874 internal_count=2277 631 1646 is_linear=0 shrinkage=0.0224292 Tree=3371 num_leaves=4 num_cat=0 split_feature=52 1 403 split_gain=6.15618 9.09506 6.66331 threshold=0.077655000000000016 0.077845000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014227546005808635 -0.01862703597185476 -0.00030643347551790695 0.0089014335076111756 leaf_weight=31.745266193698626 4.9601925755268885 91.964715623704251 39.670034341572318 leaf_count=618 293 886 480 internal_value=0 -0.00388038 0.00583527 internal_weight=0 123.71 44.6302 internal_count=2277 1504 773 is_linear=0 shrinkage=0.0224292 Tree=3372 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=11.8401 8.49015 1.57011 threshold=0.18829500000000002 0.13584000000000004 -0.16233499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013485632333081106 -0.0074665197879245186 0.029012981584019864 -0.028009974580045355 leaf_weight=153.42724421661114 2.5219171701464802 5.7725428830599403 7.4367792748962511 leaf_count=1979 21 33 222 internal_value=0 0.00235503 -0.0228318 internal_weight=0 159.2 9.9587 internal_count=2255 2012 243 is_linear=0 shrinkage=0.0224292 Tree=3373 num_leaves=4 num_cat=0 split_feature=159 2 2 split_gain=6.97098 6.20138 4.22365 threshold=-0.030749999999999996 0.08826500000000001 0.11665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02594848848448579 -0.0038749486122879756 0.0053782915325180109 0.0041253308503672644 leaf_weight=7.4561200474272464 56.919863479328342 101.17354163329583 3.419153799652122 leaf_count=271 948 1002 34 internal_value=0 0.00204669 -0.0165027 internal_weight=0 158.093 10.8753 internal_count=2255 1950 305 is_linear=0 shrinkage=0.0224292 Tree=3374 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=11.4875 8.21219 1.64726 threshold=0.18829500000000002 0.13584000000000004 -0.16233499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.572041238556143e-05 -0.00013366105207714542 0.00055581957785943504 -0.00054436590649968998 leaf_weight=157.64439050096553 2.5474224928766489 5.8436239232541984 7.4586695852922258 leaf_count=1979 21 33 222 internal_value=0 4.47307e-05 -0.000440259 internal_weight=0 163.488 10.0061 internal_count=2255 2012 243 is_linear=0 shrinkage=0.000439788 Tree=3375 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=11.4064 8.10249 1.44751 threshold=0.18829500000000002 0.13584000000000004 0.11438000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3550548605319291e-05 -0.00054700554317767779 0.00055078180761191069 -0.00017605593833582651 leaf_weight=157.73643047135556 7.1287489939713833 5.827710209763608 2.8779724547639489 leaf_count=1979 221 33 22 internal_value=0 4.23976e-05 -0.000440857 internal_weight=0 163.564 10.0067 internal_count=2255 2012 243 is_linear=0 shrinkage=0.000439788 Tree=3376 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=6.27922 5.73695 threshold=0.062655000000000016 0.25682500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1680410515662353e-06 -0.00043155933665390027 0.00045705795888351613 leaf_weight=159.38541961688315 6.4264696658356106 5.3734171865507951 leaf_count=2110 87 99 internal_value=0 1.09255e-05 internal_weight=0 164.759 internal_count=2296 2209 is_linear=0 shrinkage=0.000439788 Tree=3377 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=6.32193 6.38899 threshold=0.062655000000000016 0.25682500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2427180010468891e-05 -0.00046146412896712227 0.00045592729495193756 leaf_weight=161.3329433312756 6.7232503730338058 5.1148533236701033 leaf_count=2110 87 99 internal_value=0 -2.70625e-05 internal_weight=0 166.448 internal_count=2296 2209 is_linear=0 shrinkage=0.000439788 Tree=3378 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=6.15549 5.83494 threshold=0.062655000000000016 0.25682500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.8709655948697306e-06 -0.0004295728209996395 0.00045777418848399088 leaf_weight=160.56989261356648 6.4015629689674816 5.4082606204319736 leaf_count=2110 87 99 internal_value=0 9.28744e-06 internal_weight=0 165.978 internal_count=2296 2209 is_linear=0 shrinkage=0.000439788 Tree=3379 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=6.40778 5.76356 threshold=0.062655000000000016 0.25682500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6391131748891126e-06 -0.00043763333359167446 0.00045729415379605626 leaf_weight=159.73878760618391 6.3928137236507601 5.3817336345091453 leaf_count=2110 87 99 internal_value=0 1.04677e-05 internal_weight=0 165.121 internal_count=2296 2209 is_linear=0 shrinkage=0.000439788 Tree=3380 num_leaves=4 num_cat=0 split_feature=4 4 133 split_gain=5.87495 12.9345 9.59334 threshold=0.0063250000000000008 -1.0000000180025095e-35 -0.088099999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4862906158200441e-05 -0.019788996007075971 -0.029255728796564576 0.0086931248336622816 leaf_weight=89.928195761167444 6.5540371354436493 8.3195887521142122 62.741817993926816 leaf_count=1509 97 102 538 internal_value=0 -0.00253279 0.00599456 internal_weight=0 98.2478 69.2959 internal_count=2246 1611 635 is_linear=0 shrinkage=0.0224292 Tree=3381 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=6.38901 12.0108 9.8643 threshold=0.0063250000000000008 -1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6941628939560734e-06 3.0986717207405794e-05 -0.00055619144876289809 0.0004224238116666485 leaf_weight=92.810712810663972 54.838961941830348 8.3699535339837876 16.091840021777898 leaf_count=1509 537 102 98 internal_value=0 -5.22465e-05 0.000119881 internal_weight=0 101.181 70.9308 internal_count=2246 1611 635 is_linear=0 shrinkage=0.000439788 Tree=3382 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=5.63514 12.4631 9.56307 threshold=0.0063250000000000008 -1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9071027112348747e-05 0.0013844992493567783 -0.028833560948190937 0.021359416594270726 leaf_weight=89.982479827624047 53.635357681545429 8.2491993372095731 15.536114915739743 leaf_count=1509 537 102 98 internal_value=0 -0.0024806 0.00587558 internal_weight=0 98.2317 69.1715 internal_count=2246 1611 635 is_linear=0 shrinkage=0.0224292 Tree=3383 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=5.80863 7.22533 0.00567884 threshold=-0.082704999999999987 0.092660000000000006 -0.071519999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022963081258160996 0.00050794746848461842 0.021329717789922101 -0.026705976683500419 leaf_weight=2.8928069441171829 153.89013847344904 8.8480364398565126 1.5261520715430368 leaf_count=194 1927 100 25 internal_value=0 0.00164239 -0.0243651 internal_weight=0 162.738 4.41896 internal_count=2246 2027 219 is_linear=0 shrinkage=0.0224292 Tree=3384 num_leaves=3 num_cat=0 split_feature=52 132 split_gain=7.16245 5.90016 threshold=-0.5138299999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024313936362380495 -0.01882306449748437 0.0021062154628800726 leaf_weight=5.7285801727557546 7.073534950555767 151.87091827217955 leaf_count=184 218 1907 internal_value=0 0.00117265 internal_weight=0 158.944 internal_count=2309 2125 is_linear=0 shrinkage=0.0224292 Tree=3385 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.98359 5.70578 threshold=-0.5138299999999999 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024271858898587483 0.002343265787962514 -0.01394646434208696 leaf_weight=5.6111569587374097 147.22476961149368 11.655921184108591 leaf_count=184 1870 255 internal_value=0 0.00114667 internal_weight=0 158.881 internal_count=2309 2125 is_linear=0 shrinkage=0.0224292 Tree=3386 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.12934 6.16482 threshold=-0.5138299999999999 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004763003486582798 -3.4124177472296991e-05 0.00015323850753201157 leaf_weight=5.7471792814321807 114.84202012460446 48.20853292895481 leaf_count=184 1682 443 internal_value=0 2.12841e-05 internal_weight=0 163.051 internal_count=2309 2125 is_linear=0 shrinkage=0.000439788 Tree=3387 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.14434 5.89064 threshold=-0.5138299999999999 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047598104981186969 4.6074099106677481e-05 -0.00027507070515893752 leaf_weight=5.7386398175731292 150.55020618956769 11.902804141631348 leaf_count=184 1870 255 internal_value=0 2.25145e-05 internal_weight=0 162.453 internal_count=2309 2125 is_linear=0 shrinkage=0.000439788 Tree=3388 num_leaves=3 num_cat=0 split_feature=150 4 split_gain=6.1129 6.58501 threshold=-0.22665999999999997 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022604532694397311 -0.0027426967601077829 0.010365418638957125 leaf_weight=5.7300560660660258 139.43959766527405 22.353901061229408 leaf_count=24 2002 255 internal_value=0 -0.000930629 internal_weight=0 161.793 internal_count=2281 2257 is_linear=0 shrinkage=0.0224292 Tree=3389 num_leaves=4 num_cat=0 split_feature=12 15 2 split_gain=5.99001 7.53852 7.09935 threshold=0.045590000000000006 0.15100500000000003 0.083365000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016482292879630312 -0.0060563234760295011 0.018123802398271046 0.0006342676563980506 leaf_weight=18.589259417261928 81.35827655121102 7.0296412324532858 60.303598937345669 leaf_count=144 1640 35 462 internal_value=0 -0.00412974 0.00437157 internal_weight=0 88.3879 78.8929 internal_count=2281 1675 606 is_linear=0 shrinkage=0.0224292 Tree=3390 num_leaves=4 num_cat=0 split_feature=12 16 2 split_gain=6.5409 7.61211 6.61737 threshold=0.045590000000000006 -0.17035999999999998 0.083365000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031822156272077898 0.00012954078608700011 -0.00015766911620951525 2.1628794426654906e-05 leaf_weight=18.985791331739165 24.372844411060214 66.530901282443665 62.078581337351352 leaf_count=144 158 1517 462 internal_value=0 -8.06522e-05 9.11513e-05 internal_weight=0 90.9037 81.0644 internal_count=2281 1675 606 is_linear=0 shrinkage=0.000439788 Tree=3391 num_leaves=3 num_cat=0 split_feature=150 4 split_gain=5.83759 6.37475 threshold=-0.22665999999999997 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022186152152635107 -0.0026848596208022143 0.010243413444990303 leaf_weight=5.6841987092047921 139.18159834010294 22.235701970756054 leaf_count=24 2002 255 internal_value=0 -0.000902952 internal_weight=0 161.417 internal_count=2281 2257 is_linear=0 shrinkage=0.0224292 Tree=3392 num_leaves=4 num_cat=0 split_feature=1213 11 16 split_gain=6.64018 6.83953 0.0216279 threshold=-0.080769999999999995 0.081790000000000015 -0.052784999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023162140401846325 0.0038016180434393516 -0.013288980961051274 -0.027901784683494024 leaf_weight=3.1899597119772807 148.62095380376559 12.775136078300418 1.4390529816155311 leaf_count=179 1883 139 62 internal_value=0 0.00244742 -0.0247441 internal_weight=0 161.396 4.62901 internal_count=2263 2022 241 is_linear=0 shrinkage=0.0224292 Tree=3393 num_leaves=3 num_cat=0 split_feature=3 1213 split_gain=6.33734 6.09619 threshold=-0.48702499999999999 -0.080769999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026664298184968318 -0.024700523078006242 0.0016255094274302015 leaf_weight=4.9240565709769717 4.5347197618102646 156.47312023991253 leaf_count=26 241 1996 internal_value=0 0.000881207 internal_weight=0 161.008 internal_count=2263 2237 is_linear=0 shrinkage=0.0224292 Tree=3394 num_leaves=3 num_cat=0 split_feature=3 1213 split_gain=6.15974 5.94058 threshold=-0.48702499999999999 -0.080769999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026466611597370172 -0.024663599635479944 0.0015889886133488987 leaf_weight=4.8505427408963433 4.4407337240409097 156.47958361904602 leaf_count=26 241 1996 internal_value=0 0.000861686 internal_weight=0 160.92 internal_count=2263 2237 is_linear=0 shrinkage=0.0224292 Tree=3395 num_leaves=3 num_cat=0 split_feature=3 11 split_gain=5.98663 5.34346 threshold=-0.48702499999999999 0.081790000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026268877859727084 0.0020439483188972474 -0.013065377303490487 leaf_weight=4.7784019317477933 148.06147254240932 12.77317380486056 leaf_count=26 2098 139 internal_value=0 0.000842587 internal_weight=0 160.835 internal_count=2263 2237 is_linear=0 shrinkage=0.0224292 Tree=3396 num_leaves=4 num_cat=0 split_feature=0 0 159 split_gain=7.93962 10.5128 7.66983 threshold=-0.077944999999999987 -0.10071499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0742744067111303e-05 -0.021002558922851983 -0.015029350077229869 0.0073230210484162466 leaf_weight=64.27820016280748 5.2419896250357843 36.120367745432304 56.024440301815048 leaf_count=458 125 1028 658 internal_value=0 -0.00535083 0.00489368 internal_weight=0 100.399 61.2664 internal_count=2269 1486 783 is_linear=0 shrinkage=0.0224292 Tree=3397 num_leaves=4 num_cat=0 split_feature=0 0 159 split_gain=7.50506 11.666 7.52508 threshold=-0.077944999999999987 -0.10071499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1655849249586254e-05 -0.00040517602613233212 -0.00029602461352474076 0.00013932168381118674 leaf_weight=65.93568042392144 5.3473192678065962 37.308092744089663 57.672339755808935 leaf_count=458 125 1028 658 internal_value=0 -9.95615e-05 9.30115e-05 internal_weight=0 103.244 63.0197 internal_count=2269 1486 783 is_linear=0 shrinkage=0.000439788 Tree=3398 num_leaves=4 num_cat=0 split_feature=0 0 159 split_gain=7.6014 10.1963 7.3803 threshold=-0.077944999999999987 -0.10071499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8381220764913883e-05 -0.020765311741019032 -0.014832493481205583 0.0071616166523713158 leaf_weight=64.30885381239932 5.1842222247505552 35.808633532229578 56.001723215566017 leaf_count=458 125 1028 658 internal_value=0 -0.0052437 0.00478966 internal_weight=0 100.117 61.1859 internal_count=2269 1486 783 is_linear=0 shrinkage=0.0224292 Tree=3399 num_leaves=4 num_cat=0 split_feature=0 0 159 split_gain=7.27998 10.682 7.34057 threshold=-0.077944999999999987 -0.10071499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6105905247126863e-06 -0.00040318599834202778 -0.00028971613731575688 0.00013806895935392107 leaf_weight=65.275978890422266 5.2781112779630339 36.384645708923927 56.996499887551181 leaf_count=458 125 1028 658 internal_value=0 -9.8838e-05 9.20852e-05 internal_weight=0 101.661 62.2746 internal_count=2269 1486 783 is_linear=0 shrinkage=0.000439788 Tree=3400 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=6.51299 10.8658 8.49321 threshold=0.099325000000000011 -0.24600999999999998 0.10443500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017597700395336795 -0.00043336763648781594 0.00011973324966453891 0.00030335074909498426 leaf_weight=93.075353928201366 7.9239101139828554 50.829006441636011 7.7273992681875816 leaf_count=1631 101 491 33 internal_value=0 4.50209e-05 -0.000139182 internal_weight=0 58.7529 100.803 internal_count=2256 592 1664 is_linear=0 shrinkage=0.000439788 Tree=3401 num_leaves=3 num_cat=0 split_feature=2 15 split_gain=6.03751 5.69806 threshold=0.14753000000000002 -0.4680149999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020092525973576612 0.016460630151552223 -0.0056149407771503073 leaf_weight=4.4546212917193762 6.9962189558427772 143.13894446782069 leaf_count=79 104 2073 internal_value=0 -0.00483655 internal_weight=0 147.594 internal_count=2256 2152 is_linear=0 shrinkage=0.0224292 Tree=3402 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=6.45438 10.8783 8.38005 threshold=0.099325000000000011 -0.24600999999999998 0.10443500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017455774257231268 -0.00043365256710862165 0.00012048628208354009 0.00030219314452436104 leaf_weight=92.850859895464964 7.9033040953800073 50.698183513944969 7.7068887017667285 leaf_count=1631 101 491 33 internal_value=0 4.56353e-05 -0.000137968 internal_weight=0 58.6015 100.558 internal_count=2256 592 1664 is_linear=0 shrinkage=0.000439788 Tree=3403 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=5.95309 6.25208 threshold=0.086470000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.004139075913388115 0.011833843337405553 -0.029858542743159106 leaf_weight=138.19051672049682 11.356868222821502 4.905854992568492 leaf_count=2146 80 30 internal_value=0 -0.0050247 internal_weight=0 143.096 internal_count=2256 2176 is_linear=0 shrinkage=0.0224292 Tree=3404 num_leaves=4 num_cat=0 split_feature=48 48 13 split_gain=7.22592 7.52748 7.19446 threshold=0.092680000000000026 0.10493500000000001 -0.094869999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010813215671521723 0.023827608900178158 0.002051026043660168 -0.002882594616820962 leaf_weight=23.396276423707604 13.859290110645814 18.815720578772016 109.64005442999769 leaf_count=218 117 145 1805 internal_value=0 0.0112962 -0.000472791 internal_weight=0 32.675 133.036 internal_count=2285 262 2023 is_linear=0 shrinkage=0.0224292 Tree=3405 num_leaves=4 num_cat=0 split_feature=48 48 13 split_gain=6.91743 7.22497 6.8873 threshold=0.092680000000000026 0.10493500000000001 -0.094869999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010593108381406263 0.023360800827926749 0.0020062410740418002 -0.002819090487756009 leaf_weight=23.347702282946557 13.820002422435207 18.804849450534675 109.59625820218935 leaf_count=218 117 145 1805 internal_value=0 0.0110605 -0.000462449 internal_weight=0 32.6249 132.944 internal_count=2285 262 2023 is_linear=0 shrinkage=0.0224292 Tree=3406 num_leaves=4 num_cat=0 split_feature=48 1 15 split_gain=7.10766 7.30129 6.55985 threshold=0.092680000000000026 0.10098000000000001 -0.038029999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011417087356728147 5.1934681360149333e-05 0.00010484575891701319 0.00048057726022039053 leaf_weight=96.985800963127986 23.319372994592413 42.249934741063043 9.7948169503360969 leaf_count=1563 226 460 36 internal_value=0 -4.77068e-05 0.000178926 internal_weight=0 139.236 33.1142 internal_count=2285 2023 262 is_linear=0 shrinkage=0.000439788 Tree=3407 num_leaves=4 num_cat=0 split_feature=128 13 3 split_gain=7.27215 6.29441 0.728421 threshold=0.086435000000000012 -0.47365999999999991 -0.086114999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046159266608590874 -0.00064824562159604437 3.176064585945091e-05 -0.0003212489522998413 leaf_weight=6.8557380591519168 2.3682797285728157 158.83579512289725 3.119345945888198 leaf_count=61 91 2069 64 internal_value=0 4.95967e-05 -0.000464128 internal_weight=0 165.692 5.48763 internal_count=2285 2130 155 is_linear=0 shrinkage=0.000439788 Tree=3408 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.60258 5.16207 threshold=-1.0000000180025095e-35 -0.24122499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046269118807869204 -0.00036462575498542974 6.0090033165915024e-05 leaf_weight=5.0736389353114637 5.711628505960106 162.20274554766365 leaf_count=123 37 2146 internal_value=0 4.56035e-05 internal_weight=0 167.914 internal_count=2306 2183 is_linear=0 shrinkage=0.000439788 Tree=3409 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.49591 5.09011 threshold=-1.0000000180025095e-35 -0.24122499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045443946730922675 -0.00036081463343628172 6.030402968616877e-05 leaf_weight=5.1540984620805821 5.7291626259684554 162.31449207197875 leaf_count=123 37 2146 internal_value=0 4.59073e-05 internal_weight=0 168.044 internal_count=2306 2183 is_linear=0 shrinkage=0.000439788 Tree=3410 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.50016 5.06689 threshold=-1.0000000180025095e-35 -0.24122499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045618285850781949 -0.00035819652571097028 6.0197744504171644e-05 leaf_weight=5.1211787078937041 5.7784407902508965 163.1011462410388 leaf_count=123 37 2146 internal_value=0 4.5843e-05 internal_weight=0 168.88 internal_count=2306 2183 is_linear=0 shrinkage=0.000439788 Tree=3411 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.37844 5.13635 threshold=-1.0000000180025095e-35 -0.24122499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045446356619292713 -0.00036312043842452247 6.1114921824201009e-05 leaf_weight=5.0433563703263635 5.6964502129703751 161.40791334383539 leaf_count=123 37 2146 internal_value=0 4.66133e-05 internal_weight=0 167.104 internal_count=2306 2183 is_linear=0 shrinkage=0.000439788 Tree=3412 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=5.67796 4.8389 threshold=-0.5138299999999999 0.086000000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046434061504157517 2.4471411928325777e-05 -0.00039251876590320328 leaf_weight=5.0117613088223143 156.05929606434074 5.5556551977060726 leaf_count=174 2024 55 internal_value=0 1.00923e-05 internal_weight=0 161.615 internal_count=2253 2079 is_linear=0 shrinkage=0.000439788 Tree=3413 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=5.89259 6.23146 threshold=0.081790000000000015 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0067023269333346619 -0.01501103076751876 -0.0026257841050099091 leaf_weight=59.47653298516525 12.414137821760958 91.316182820970425 leaf_count=865 129 1259 internal_value=0 0.00105385 internal_weight=0 150.793 internal_count=2253 2124 is_linear=0 shrinkage=0.0224292 Tree=3414 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=5.45677 5.00055 threshold=-0.5138299999999999 0.086000000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023631059586557885 0.0013051769238599318 -0.020492986037004401 leaf_weight=4.8187675760709672 152.92649274965515 5.46502009499818 leaf_count=174 2024 55 internal_value=0 0.000550691 internal_weight=0 158.392 internal_count=2253 2079 is_linear=0 shrinkage=0.0224292 Tree=3415 num_leaves=3 num_cat=0 split_feature=52 457 split_gain=5.70564 5.1323 threshold=-0.5138299999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046364107349827055 -2.2482674436039008e-05 0.00018490759317512799 leaf_weight=4.9908908348297691 135.52413093525684 27.796522439224645 leaf_count=174 1891 188 internal_value=0 1.28318e-05 internal_weight=0 163.321 internal_count=2253 2079 is_linear=0 shrinkage=0.000439788 Tree=3416 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=7.60275 6.7977 threshold=-0.49367499999999992 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021811486053048446 0.0021730562328713629 -0.023140621604153803 leaf_weight=7.4875541385263196 152.8598453507002 5.5107805241132146 leaf_count=112 2106 78 internal_value=0 0.00128954 internal_weight=0 158.371 internal_count=2296 2184 is_linear=0 shrinkage=0.0224292 Tree=3417 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=7.31324 9.23962 threshold=-0.49367499999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021469126018338013 -0.0017730216350249225 0.010935833502804485 leaf_weight=7.4372173538431516 120.54076567330048 37.783507675863802 leaf_count=112 1865 319 internal_value=0 0.00126085 internal_weight=0 158.324 internal_count=2296 2184 is_linear=0 shrinkage=0.0224292 Tree=3418 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=7.03383 8.85694 threshold=-0.49367499999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021127754629937372 -0.001733586514665138 0.010724292842267053 leaf_weight=7.3887409493327132 120.51834994743695 37.666348739410751 leaf_count=112 1865 319 internal_value=0 0.00123377 internal_weight=0 158.185 internal_count=2296 2184 is_linear=0 shrinkage=0.0224292 Tree=3419 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=6.7638 8.48952 threshold=-0.49367499999999992 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020787562461394613 -0.0016950200361190374 0.010516081231938432 leaf_weight=7.3420695029199115 120.4965220434824 37.552249588770792 leaf_count=112 1865 319 internal_value=0 0.00120725 internal_weight=0 158.049 internal_count=2296 2184 is_linear=0 shrinkage=0.0224292 Tree=3420 num_leaves=4 num_cat=0 split_feature=42 132 151 split_gain=6.98717 7.21204 6.0563 threshold=-1.0000000180025095e-35 0.084605000000000014 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003290456330995767 -0.0003970338203533074 0.00017867091700238781 5.6440764411161317e-05 leaf_weight=21.463701760716507 5.9314396074041715 7.2195825800299636 133.3488384570519 leaf_count=513 50 118 1579 internal_value=0 -0.00020122 3.70772e-05 internal_weight=0 28.6833 139.28 internal_count=2260 631 1629 is_linear=0 shrinkage=0.000439788 Tree=3421 num_leaves=4 num_cat=0 split_feature=42 132 151 split_gain=6.42028 7.02086 6.39549 threshold=-1.0000000180025095e-35 0.084605000000000014 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016539915294774287 -0.021071794117503415 0.0094713471851486358 0.0028765713478332302 leaf_weight=20.742263350228317 5.8441255218349388 6.9597603227011851 129.85348838055506 leaf_count=513 50 118 1579 internal_value=0 -0.0100029 0.00184236 internal_weight=0 27.702 135.698 internal_count=2260 631 1629 is_linear=0 shrinkage=0.0224292 Tree=3422 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.38397 7.76999 threshold=-0.41249499999999995 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025812311727649275 -0.0027858607087634453 0.0078785326832379234 leaf_weight=4.7209866961347862 108.12308982477407 50.36322930897586 leaf_count=45 1718 497 internal_value=0 0.000603574 internal_weight=0 158.486 internal_count=2260 2215 is_linear=0 shrinkage=0.0224292 Tree=3423 num_leaves=4 num_cat=0 split_feature=42 132 151 split_gain=6.17462 6.75071 5.90392 threshold=-1.0000000180025095e-35 0.084605000000000014 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01630127110614378 -0.020270290420838638 0.00926624158748314 0.0028000234309200536 leaf_weight=20.553645651263654 5.8123680870048693 6.9362974183168253 129.63432397885481 leaf_count=513 50 118 1579 internal_value=0 -0.00984809 0.0018073 internal_weight=0 27.4899 135.447 internal_count=2260 631 1629 is_linear=0 shrinkage=0.0224292 Tree=3424 num_leaves=4 num_cat=0 split_feature=133 403 133 split_gain=6.06207 5.5309 0.247835 threshold=0.18654500000000004 0.092660000000000006 0.51114000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054302041223238545 -0.026382147002746478 0.018789670077484753 -0.015417646031471473 leaf_weight=152.45051152425003 3.5767622073180965 8.8228368406416831 1.6099580792943013 leaf_count=1862 135 178 76 internal_value=0 0.00154335 -0.0230478 internal_weight=0 161.273 5.18672 internal_count=2251 2040 211 is_linear=0 shrinkage=0.0224292 Tree=3425 num_leaves=4 num_cat=0 split_feature=150 151 456 split_gain=5.33148 8.92088 8.01874 threshold=0.081245000000000026 -0.016164999999999995 0.087015000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001702383806208707 0.016848674181499816 -0.0054909901137890583 -0.026519895179240961 leaf_weight=122.58947730439832 23.09701730083907 14.705850878264753 6.0800951977726063 leaf_count=1856 191 107 97 internal_value=0 0.00815984 -0.0014191 internal_weight=0 37.8029 128.67 internal_count=2251 298 1953 is_linear=0 shrinkage=0.0224292 Tree=3426 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=5.11795 4.32278 threshold=0.062655000000000016 0.069910000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019118978592589376 -0.021010031655723006 0.0096676934844161979 leaf_weight=134.21971504078829 5.2507993236649773 26.829944491386414 leaf_count=1998 75 178 internal_value=0 0.00145219 internal_weight=0 161.05 internal_count=2251 2176 is_linear=0 shrinkage=0.0224292 Tree=3427 num_leaves=4 num_cat=0 split_feature=133 150 133 split_gain=6.05597 4.52001 0.265617 threshold=0.18654500000000004 0.081245000000000026 0.51222500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1274448547896999e-05 -0.00051337420553409325 0.00016057552003503241 -0.00029396855776591909 leaf_weight=126.76481672670343 3.6795405318262047 38.601567237987183 1.6417384803062303 leaf_count=1744 137 296 74 internal_value=0 2.88545e-05 -0.000446975 internal_weight=0 165.366 5.32128 internal_count=2251 2040 211 is_linear=0 shrinkage=0.000439788 Tree=3428 num_leaves=3 num_cat=0 split_feature=1186 160 split_gain=6.93984 6.2645 threshold=0.081240000000000021 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026160041652982132 0.020328070214669133 -0.00066841787840524007 leaf_weight=4.9943426274694493 7.6749196075834325 148.58675427665003 leaf_count=177 58 2010 internal_value=0 -0.00150053 internal_weight=0 153.581 internal_count=2245 2187 is_linear=0 shrinkage=0.0224292 Tree=3429 num_leaves=4 num_cat=0 split_feature=129 403 457 split_gain=5.86373 9.0073 6.322 threshold=0.048480000000000009 0.087440000000000004 0.080930000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9478448648557881e-05 -2.7651689883409481e-06 0.00083501098887353109 0.00016935573512131085 leaf_weight=128.97223648516228 6.6972911464690679 3.9245688383234665 25.689956750255078 leaf_count=1887 157 30 171 internal_value=0 0.000307719 -2.97912e-05 internal_weight=0 10.6219 154.662 internal_count=2245 187 2058 is_linear=0 shrinkage=0.000439788 Tree=3430 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=6.31329 5.82885 threshold=0.081240000000000021 -0.060199999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8439589012872519e-05 0.00037655511989043307 0.00011116967096174621 leaf_weight=114.58063644307549 7.8710270507726809 43.15291907126084 leaf_count=1783 58 404 internal_value=0 -2.65589e-05 internal_weight=0 157.734 internal_count=2245 2187 is_linear=0 shrinkage=0.000439788 Tree=3431 num_leaves=4 num_cat=0 split_feature=160 1186 1 split_gain=6.63067 6.11044 0.0277872 threshold=-0.40446999999999994 0.081240000000000021 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023785689442576655 -0.00064873793830727566 0.019846267155986093 -0.028462699389480078 leaf_weight=2.6033529795240602 148.73506821558112 7.6777703345287582 2.2990612937137485 leaf_count=151 2010 58 26 internal_value=0 0.000359591 -0.0260809 internal_weight=0 156.413 4.90241 internal_count=2245 2068 177 is_linear=0 shrinkage=0.0224292 Tree=3432 num_leaves=4 num_cat=0 split_feature=403 1456 401 split_gain=7.93088 6.74905 0.0939467 threshold=0.10160500000000001 -1.0000000180025095e-35 0.082755000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049547409866580001 -0.00058765516802952429 1.5317347631793054e-05 -0.00046126440587404674 leaf_weight=5.1461220949422559 2.698555290233343 159.42969767568866 3.1419440170284361 leaf_count=202 66 1927 80 internal_value=0 -7.10207e-07 -0.000521387 internal_weight=0 164.576 5.8405 internal_count=2275 2129 146 is_linear=0 shrinkage=0.000439788 Tree=3433 num_leaves=4 num_cat=0 split_feature=403 15 401 split_gain=7.87504 6.2764 0.0877906 threshold=0.10160500000000001 -0.39235499999999995 0.082755000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003011447281389416 -0.00058510549519703815 -2.1815125074048507e-05 -0.00046108056804878357 leaf_weight=12.602910648332907 2.615291758440434 149.3633949047362 3.1438845009543002 leaf_count=155 66 1974 80 internal_value=0 3.34753e-06 -0.000519148 internal_weight=0 161.966 5.75918 internal_count=2275 2129 146 is_linear=0 shrinkage=0.000439788 Tree=3434 num_leaves=4 num_cat=0 split_feature=403 453 401 split_gain=7.52186 6.45329 0.0903435 threshold=0.10160500000000001 1.0000000180025095e-35 0.082755000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009604230774845205 -0.030065747201221078 -0.02215502817987872 -0.023518052800694147 leaf_weight=151.61314194052829 2.5158169572241595 6.3103412012569597 2.9825254427269101 leaf_count=2071 66 58 80 internal_value=0 3.42044e-05 -0.0266077 internal_weight=0 157.923 5.49834 internal_count=2275 2129 146 is_linear=0 shrinkage=0.0224292 Tree=3435 num_leaves=4 num_cat=0 split_feature=403 1456 2 split_gain=7.58053 6.84381 0.0693135 threshold=0.10160500000000001 -1.0000000180025095e-35 0.090295000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049694294606577618 -0.00045081719209672297 1.8875374848763728e-05 -0.0005658586075255413 leaf_weight=5.1183913560234933 2.4985591938020653 157.2717113547842 3.1159779408480972 leaf_count=202 85 1927 61 internal_value=0 2.56073e-06 -0.000516365 internal_weight=0 162.39 5.61454 internal_count=2275 2129 146 is_linear=0 shrinkage=0.000439788 Tree=3436 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=7.9851 7.49501 1.29489 threshold=-0.30139999999999995 0.17126500000000003 -0.45282499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016547231281475105 -5.2452929869490372e-05 0.00040083336601099778 0.00045056566514432075 leaf_weight=5.3134493322577327 143.72343097996782 7.4004512373358002 7.4268881189636868 leaf_count=46 2066 28 115 internal_value=0 -3.02079e-05 0.000332091 internal_weight=0 151.124 12.7403 internal_count=2255 2094 161 is_linear=0 shrinkage=0.000439788 Tree=3437 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=7.70179 7.46733 1.33293 threshold=-0.30139999999999995 0.17126500000000003 -0.45282499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015881410147872176 -5.1200816737270687e-05 0.00040160398048005581 0.0004497218669405064 leaf_weight=5.2475756860803813 142.82981396082323 7.3905635825358322 7.3458462432026845 leaf_count=46 2066 28 115 internal_value=0 -2.88755e-05 0.000328927 internal_weight=0 150.22 12.5934 internal_count=2255 2094 161 is_linear=0 shrinkage=0.000439788 Tree=3438 num_leaves=4 num_cat=0 split_feature=15 0 4 split_gain=7.27504 7.29054 0.930676 threshold=-0.30139999999999995 0.17126500000000003 0.51074000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010991202001333128 -0.0025689295904195498 0.020398814383163232 0.023510486222686963 leaf_weight=6.7674098775023577 139.79503257025499 7.2974782958626738 5.4246232598088682 leaf_count=61 2066 28 100 internal_value=0 -0.00142697 0.0165895 internal_weight=0 147.093 12.192 internal_count=2255 2094 161 is_linear=0 shrinkage=0.0224292 Tree=3439 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=6.61718 10.9463 0.0701628 threshold=0.10160500000000001 0.090225000000000014 -0.063024999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028702426140467724 -0.020436763601892761 0.032791608622892286 -0.026175420161835602 leaf_weight=148.15974101421307 2.4310919096460566 5.1905540842562905 3.2412617849186054 leaf_count=2064 73 40 78 internal_value=0 0.000836554 -0.0237927 internal_weight=0 153.35 5.67235 internal_count=2255 2104 151 is_linear=0 shrinkage=0.0224292 Tree=3440 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=6.16763 5.0035 2.58536 threshold=-0.0013399999999999998 -0.076704999999999982 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083381666534516948 -2.5004656745408769e-06 0.00051975238364639173 0.01439343319628073 leaf_weight=55.351707959547639 10.381050259806218 76.262837632617448 15.850667878868988 leaf_count=1267 102 768 141 internal_value=0 -0.0032062 0.00870047 internal_weight=0 131.615 26.2317 internal_count=2278 2035 243 is_linear=0 shrinkage=0.0224292 Tree=3441 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=5.90067 5.15187 2.70712 threshold=-0.0013399999999999998 0.27467500000000006 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7504149010705176e-05 -7.7003584298404166e-06 0.00013947685777148218 0.00027881266678994051 leaf_weight=114.20989959590952 10.544056596234443 20.988350735977292 16.121411205967888 leaf_count=1844 102 191 141 internal_value=0 -6.07004e-05 0.000165595 internal_weight=0 135.198 26.6655 internal_count=2278 2035 243 is_linear=0 shrinkage=0.000439788 Tree=3442 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=6.0418 5.81408 2.6227 threshold=-0.0013399999999999998 -0.076704999999999982 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001664055177241785 -1.4833495254755084e-06 1.7931249088353159e-05 0.00028009487858958579 leaf_weight=57.303650497022318 10.586239620111884 78.287187830545008 16.151265347842127 leaf_count=1267 102 768 141 internal_value=0 -5.9986e-05 0.000168687 internal_weight=0 135.591 26.7375 internal_count=2278 2035 243 is_linear=0 shrinkage=0.000439788 Tree=3443 num_leaves=4 num_cat=0 split_feature=0 157 4 split_gain=5.90693 4.87744 2.50271 threshold=-0.0013399999999999998 1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023121966879528244 -1.132182073821875e-05 -0.025832024378263603 0.014167987180986811 leaf_weight=126.98342106019845 10.388046274892988 4.577383112802635 15.747804037760941 leaf_count=1928 102 107 141 internal_value=0 -0.00313415 0.00853633 internal_weight=0 131.561 26.1359 internal_count=2278 2035 243 is_linear=0 shrinkage=0.0224292 Tree=3444 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=9.30273 8.349 7.98778 threshold=0.077765000000000015 0.090545000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016345450447440669 0.0073463604307492094 -0.015607525714061538 0.00093033804136046232 leaf_weight=21.668960120441625 101.05470385617809 8.6364626239519549 35.502382235747064 leaf_count=570 908 178 626 internal_value=0 0.0055367 -0.00562076 internal_weight=0 109.691 57.1713 internal_count=2282 1086 1196 is_linear=0 shrinkage=0.0224292 Tree=3445 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=8.91132 7.99812 7.72859 threshold=0.077765000000000015 0.090545000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016133546371592117 0.0071919053666221538 -0.015311207196825232 0.00090928881522173903 leaf_weight=21.463754320488079 100.91177315381356 8.6068559773266298 35.509868214809103 leaf_count=570 908 178 626 internal_value=0 0.00542107 -0.00551454 internal_weight=0 109.519 56.9736 internal_count=2282 1086 1196 is_linear=0 shrinkage=0.0224292 Tree=3446 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=8.53589 7.66133 7.47633 threshold=0.077765000000000015 0.090545000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015922065572533891 0.0070404246800780191 -0.015018313142525136 0.00088871975749671189 leaf_weight=21.263564646185841 100.77290923439432 8.5785979260690493 35.517188345023897 leaf_count=570 908 178 626 internal_value=0 0.0053076 -0.00540991 internal_weight=0 109.352 56.7808 internal_count=2282 1086 1196 is_linear=0 shrinkage=0.0224292 Tree=3447 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=9.52301 7.47267 7.04243 threshold=0.077765000000000015 0.090545000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031221655454878269 0.00013899337679671152 -0.0002811873467966293 4.2606062612248085e-06 leaf_weight=21.67730261257384 102.92794277286157 8.8759164842776936 36.440263428434264 leaf_count=570 908 178 626 internal_value=0 0.000105594 -0.000113846 internal_weight=0 111.804 58.1176 internal_count=2282 1086 1196 is_linear=0 shrinkage=0.000439788 Tree=3448 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=7.75189 7.74371 threshold=-0.24689499999999998 0.12642000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018318877855946217 -0.00022861338467442812 -0.026591184829191171 leaf_weight=10.877622173866255 137.02512894256506 5.8253374141640952 leaf_count=106 2121 44 internal_value=0 -0.00130707 internal_weight=0 142.85 internal_count=2271 2165 is_linear=0 shrinkage=0.0224292 Tree=3449 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=7.693 7.64982 threshold=-0.24689499999999998 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035518958894681856 -6.9475847317531576e-05 0.00019822188412547484 leaf_weight=11.073848414234815 122.99250510762795 24.792117339442484 leaf_count=106 1954 211 internal_value=0 -2.45475e-05 internal_weight=0 147.785 internal_count=2271 2165 is_linear=0 shrinkage=0.000439788 Tree=3450 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=7.49231 7.3757 threshold=-0.24689499999999998 0.12642000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018121212959793031 -0.00022301440669715905 -0.025910001194218026 leaf_weight=10.752619908191262 137.1075421696296 5.8449125564657143 leaf_count=106 2121 44 internal_value=0 -0.0012766 internal_weight=0 142.952 internal_count=2271 2165 is_linear=0 shrinkage=0.0224292 Tree=3451 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=7.2419 7.02851 threshold=-0.24689499999999998 0.12642000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01792762066739691 -0.00021801836231713894 -0.025259875898806773 leaf_weight=10.626592888031153 137.10420364217134 5.8611799078062168 leaf_count=106 2121 44 internal_value=0 -0.0012479 internal_weight=0 142.965 internal_count=2271 2165 is_linear=0 shrinkage=0.0224292 Tree=3452 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.93869 7.90304 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019705647829229862 -0.0088473462221628895 0.0020532365917518042 leaf_weight=6.9427160725463173 49.464353584189666 103.31269262544811 leaf_count=58 1167 1026 internal_value=0 -0.00147669 internal_weight=0 152.777 internal_count=2251 2193 is_linear=0 shrinkage=0.0224292 Tree=3453 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=5.80957 5.92678 threshold=0.088055000000000008 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0075664830439067668 0.02051592383206443 0.0017511135730777009 leaf_weight=51.978472628921736 6.3100461333524427 101.13469853508286 leaf_count=1174 54 1023 internal_value=0 -0.00141255 internal_weight=0 153.113 internal_count=2251 2197 is_linear=0 shrinkage=0.0224292 Tree=3454 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=5.7876 5.69884 threshold=0.078320000000000015 -0.15747999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021661354045756347 -0.024218381492795239 -0.00062677112340152709 leaf_weight=5.9859888646751633 5.006151014531496 148.17468012773315 leaf_count=28 73 2150 internal_value=0 0.000241242 internal_weight=0 154.161 internal_count=2251 2178 is_linear=0 shrinkage=0.0224292 Tree=3455 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=6.23247 11.909 9.02683 threshold=0.077765000000000015 0.10798000000000001 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020178855811119143 0.00054042436060920197 0.00043457713871196673 1.8950771022562107e-05 leaf_weight=49.531154393043835 6.837763928808271 6.4073610762134185 100.87961302237818 leaf_count=1163 31 16 1041 internal_value=0 -0.000128774 5.21432e-05 internal_weight=0 55.9385 107.717 internal_count=2251 1179 1072 is_linear=0 shrinkage=0.000439788 Tree=3456 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=5.79925 6.24484 threshold=-1.0000000180025095e-35 0.048350000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029246275233751586 4.4325473888938017e-06 0.00025225281777123507 leaf_weight=10.798816627822815 135.77973363126512 22.979053486138582 leaf_count=106 2003 160 internal_value=0 4.03286e-05 internal_weight=0 158.759 internal_count=2269 2163 is_linear=0 shrinkage=0.000439788 Tree=3457 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=5.88589 9.4551 threshold=-1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029595753408445235 5.9244009674356691e-05 -0.00055376279002235457 leaf_weight=10.772312089335172 152.96764496146352 5.007458734267856 leaf_count=106 2086 77 internal_value=0 3.97485e-05 internal_weight=0 157.975 internal_count=2269 2163 is_linear=0 shrinkage=0.000439788 Tree=3458 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=5.85724 9.59055 threshold=-1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029655435616369704 5.8679844861769295e-05 -0.00055369082858720657 leaf_weight=10.721780830528585 153.88831067291903 5.0917989705922073 leaf_count=106 2086 77 internal_value=0 3.90028e-05 internal_weight=0 158.98 internal_count=2269 2163 is_linear=0 shrinkage=0.000439788 Tree=3459 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=6.00893 9.28704 threshold=-1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029883517049294562 5.8641593397006076e-05 -0.00054650350824642134 leaf_weight=10.820845808135344 155.05869888086454 5.0462852386408477 leaf_count=106 2086 77 internal_value=0 3.95054e-05 internal_weight=0 160.105 internal_count=2269 2163 is_linear=0 shrinkage=0.000439788 Tree=3460 num_leaves=3 num_cat=0 split_feature=1374 454 split_gain=6.63704 6.08714 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024090472901956577 0.0010126126115723205 0.022304564346167545 leaf_weight=5.0567021593451491 150.81815309252124 7.0525222513824692 leaf_count=37 2203 27 internal_value=0 0.00196637 internal_weight=0 157.871 internal_count=2267 2230 is_linear=0 shrinkage=0.0224292 Tree=3461 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=6.11632 7.11055 threshold=-0.094929999999999987 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044780543217765235 1.0816660987157687e-05 0.00036004095635013196 leaf_weight=5.1746802292764178 150.33237894787453 12.172203046502544 leaf_count=37 2150 80 internal_value=0 3.70141e-05 internal_weight=0 162.505 internal_count=2267 2230 is_linear=0 shrinkage=0.000439788 Tree=3462 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=6.30974 6.92485 threshold=-0.094929999999999987 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023426719131123784 0.00058113556509504052 0.018379956948657256 leaf_weight=5.0807048939168444 146.04151526393252 11.873003974789752 leaf_count=37 2150 80 internal_value=0 0.00192142 internal_weight=0 157.915 internal_count=2267 2230 is_linear=0 shrinkage=0.0224292 Tree=3463 num_leaves=3 num_cat=0 split_feature=1374 454 split_gain=5.4744 5.97133 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042086081913230621 1.7437269925431595e-05 0.00042777657384126692 leaf_weight=5.2273182384669772 155.08227887502289 7.1576274037361136 leaf_count=37 2203 27 internal_value=0 3.55886e-05 internal_weight=0 162.24 internal_count=2267 2230 is_linear=0 shrinkage=0.000439788 Tree=3464 num_leaves=4 num_cat=0 split_feature=403 403 401 split_gain=8.17257 6.44186 0.113718 threshold=0.093800000000000008 0.03138500000000001 0.084055000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3270617656058999e-06 -0.00052195718961070147 0.0003406657818487017 -0.0004011358045983027 leaf_weight=146.35716545191826 3.3111179964616886 11.397843866841866 3.8093875800259411 leaf_count=1998 71 95 100 internal_value=0 2.24925e-05 -0.000458565 internal_weight=0 157.755 7.12051 internal_count=2264 2093 171 is_linear=0 shrinkage=0.000439788 Tree=3465 num_leaves=4 num_cat=0 split_feature=403 403 401 split_gain=8.1716 6.43465 0.112895 threshold=0.093800000000000008 0.03138500000000001 0.084055000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9922225954144928e-07 -0.00052239427809046063 0.00034437840748873839 -0.00040111656604281356 leaf_weight=145.61649085825775 3.2826123673003158 11.318199950037522 3.7382324091158807 leaf_count=1998 71 95 100 internal_value=0 2.5246e-05 -0.000459083 internal_weight=0 156.935 7.02084 internal_count=2264 2093 171 is_linear=0 shrinkage=0.000439788 Tree=3466 num_leaves=4 num_cat=0 split_feature=403 403 401 split_gain=8.21817 6.43702 0.112849 threshold=0.093800000000000008 0.03138500000000001 0.084055000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1508050658121859e-06 -0.00052342256717704681 0.00034306658291736336 -0.00040260508348887824 leaf_weight=146.09377737110481 3.2954442995833224 11.30290962080471 3.7858748752623796 leaf_count=1998 71 95 100 internal_value=0 2.36066e-05 -0.000460086 internal_weight=0 157.397 7.08132 internal_count=2264 2093 171 is_linear=0 shrinkage=0.000439788 Tree=3467 num_leaves=4 num_cat=0 split_feature=403 403 401 split_gain=8.21132 6.27959 0.114382 threshold=0.093800000000000008 0.03138500000000001 0.084055000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1663714898855369e-06 -0.0005230833029950077 0.00033690177836896175 -0.00040195923746106212 leaf_weight=146.07962317438796 3.3297242664266369 11.368853515712543 3.7913982579484582 leaf_count=1998 71 95 100 internal_value=0 2.23545e-05 -0.000459842 internal_weight=0 157.448 7.12112 internal_count=2264 2093 171 is_linear=0 shrinkage=0.000439788 Tree=3468 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=6.3703 6.55022 threshold=-0.11377999999999998 -0.15817999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004460101117226165 0.00029486998757049225 4.9593746741625047e-06 leaf_weight=5.4904162444290696 16.784268019255251 146.42998372903094 leaf_count=120 116 1997 internal_value=0 3.48036e-05 internal_weight=0 163.214 internal_count=2233 2113 is_linear=0 shrinkage=0.000439788 Tree=3469 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=6.46939 6.98845 threshold=-0.11377999999999998 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044860924655258156 0.00015985763499377461 -3.0458847352139883e-05 leaf_weight=5.4590095003950401 57.927077352884226 104.813871310791 leaf_count=120 806 1307 internal_value=0 3.72944e-05 internal_weight=0 162.741 internal_count=2233 2113 is_linear=0 shrinkage=0.000439788 Tree=3470 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=6.63169 6.77793 threshold=-0.11377999999999998 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045407156824512322 0.00015730705541092257 -2.9952373258827242e-05 leaf_weight=5.4884091888670801 57.97563997481484 105.18595183140133 leaf_count=120 806 1307 internal_value=0 3.65965e-05 internal_weight=0 163.162 internal_count=2233 2113 is_linear=0 shrinkage=0.000439788 Tree=3471 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=6.5993 7.17913 threshold=-0.11377999999999998 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023502443723527576 0.0082293768524297015 -0.0017334445156593457 leaf_weight=5.3372375246253787 56.451714823720977 102.28975515672937 leaf_count=120 806 1307 internal_value=0 0.0018101 internal_weight=0 158.741 internal_count=2233 2113 is_linear=0 shrinkage=0.0224292 Tree=3472 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=6.01673 7.22542 threshold=0.17126500000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.008662380654911114 0.020806172594832587 0.001910344445295776 leaf_weight=46.837808731972473 6.4205681048333636 106.24144121841528 leaf_count=1174 26 1097 internal_value=0 -0.00132528 internal_weight=0 153.079 internal_count=2297 2271 is_linear=0 shrinkage=0.0224292 Tree=3473 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=6.50553 6.26776 threshold=0.085175000000000015 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021890823078411612 0.024460314298782995 0.020498792492019063 leaf_weight=147.76127895840909 5.0967369796708217 6.3715215804986647 leaf_count=2217 54 26 internal_value=0 -0.00124879 internal_weight=0 154.133 internal_count=2297 2243 is_linear=0 shrinkage=0.0224292 Tree=3474 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=6.20063 6.03026 threshold=0.085175000000000015 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021402637606495697 0.023842705738842229 0.020194749573198091 leaf_weight=147.74253365275217 5.1118055148981503 6.3232257906347504 leaf_count=2217 54 26 internal_value=0 -0.00122119 internal_weight=0 154.066 internal_count=2297 2243 is_linear=0 shrinkage=0.0224292 Tree=3475 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=5.45761 5.76946 threshold=0.085175000000000015 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9363248328716859e-05 0.0004309334947638822 0.00038824244364844249 leaf_weight=151.82805026808637 5.2949742048513135 6.3394053974188855 leaf_count=2217 54 26 internal_value=0 -2.21799e-05 internal_weight=0 158.167 internal_count=2297 2243 is_linear=0 shrinkage=0.000439788 Tree=3476 num_leaves=3 num_cat=0 split_feature=1348 457 split_gain=6.07966 5.23922 threshold=0.084620000000000015 -0.0046349999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028139653673342951 0.00039047204952764625 1.0964323479737114e-05 leaf_weight=12.916680623427963 7.539812800474464 141.93493851282983 leaf_count=177 51 2010 internal_value=0 -1.34541e-05 internal_weight=0 154.852 internal_count=2238 2187 is_linear=0 shrinkage=0.000439788 Tree=3477 num_leaves=3 num_cat=0 split_feature=1348 11 split_gain=5.87221 5.55386 threshold=0.084620000000000015 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002090377488726313 0.019829381489616903 -0.022482000478165655 leaf_weight=145.91070623329142 7.3793655638582996 5.6169280105968928 leaf_count=2125 51 62 internal_value=0 -0.000634815 internal_weight=0 151.528 internal_count=2238 2187 is_linear=0 shrinkage=0.0224292 Tree=3478 num_leaves=3 num_cat=0 split_feature=1348 457 split_gain=5.65971 5.43892 threshold=0.084620000000000015 -0.0046349999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014701904561352019 0.019549843200448534 0.00066146021290367429 leaf_weight=12.628601884702219 7.3179734672885379 138.89882613759255 leaf_count=177 51 2010 internal_value=0 -0.000620644 internal_weight=0 151.527 internal_count=2238 2187 is_linear=0 shrinkage=0.0224292 Tree=3479 num_leaves=4 num_cat=0 split_feature=1 15 457 split_gain=5.95043 10.0693 6.64618 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033568395955223089 1.4959174709513775e-05 4.4839970348200034e-05 0.0002950158332374958 leaf_weight=22.632420011388604 87.97873889823677 33.100409446051344 20.123370724730194 leaf_count=550 943 611 134 internal_value=0 -0.000109748 6.7135e-05 internal_weight=0 55.7328 108.102 internal_count=2238 1161 1077 is_linear=0 shrinkage=0.000439788 Tree=3480 num_leaves=4 num_cat=0 split_feature=48 4 151 split_gain=4.72605 9.15902 7.58666 threshold=0.082225000000000006 0.28251000000000009 -0.088054999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.48597288851051e-05 0.00039489454260539016 0.00028043212139678694 3.0288050781507744e-05 leaf_weight=101.40931044568424 15.167369706323369 16.267980755772442 40.4203994597774 leaf_count=1620 80 210 345 internal_value=0 -2.57058e-05 0.000129874 internal_weight=0 117.677 55.5878 internal_count=2255 1830 425 is_linear=0 shrinkage=0.000439788 Tree=3481 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=4.46189 9.27565 8.01402 threshold=0.077765000000000015 0.088965000000000002 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015842960770393559 0.00012495995385007201 0.00028342811733415494 -0.00019701855457205788 leaf_weight=47.511828701710328 97.754811094375327 11.372901547118088 17.632959549082443 leaf_count=1048 779 125 303 internal_value=0 -7.30257e-05 7.57324e-05 internal_weight=0 58.8847 115.388 internal_count=2255 1173 1082 is_linear=0 shrinkage=0.000439788 Tree=3482 num_leaves=4 num_cat=0 split_feature=48 4 151 split_gain=4.84432 9.39934 7.50809 threshold=0.082225000000000006 0.28251000000000009 -0.088054999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7198489441098207e-05 0.00039276845426450946 0.00028125249058855146 3.0711835699188986e-05 leaf_weight=101.98654205910861 15.229818013263865 16.408693669596687 40.515901990118437 leaf_count=1620 80 210 345 internal_value=0 -2.74825e-05 0.000129727 internal_weight=0 118.395 55.7457 internal_count=2255 1830 425 is_linear=0 shrinkage=0.000439788 Tree=3483 num_leaves=4 num_cat=0 split_feature=128 129 16 split_gain=4.29171 6.50285 0.736207 threshold=0.085400000000000018 0.087825000000000014 -0.014754999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009941938407464115 -0.025967939396278977 0.024905504696030475 -0.0091611075711858642 leaf_weight=158.2658149858762 2.9599075581936631 5.9173187366686752 2.3974530154373488 leaf_count=2014 102 86 53 internal_value=0 0.00185878 -0.018506 internal_weight=0 164.183 5.35736 internal_count=2255 2100 155 is_linear=0 shrinkage=0.0224292 Tree=3484 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=6.80867 6.0733 threshold=0.15251000000000001 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040635267146303883 0.00038265773426476461 2.352444165039863e-05 leaf_weight=6.6124462743755421 9.8187483677174878 153.29577764187707 leaf_count=261 122 1892 internal_value=0 5.70199e-06 internal_weight=0 159.908 internal_count=2275 2153 is_linear=0 shrinkage=0.000439788 Tree=3485 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=6.22325 5.65394 threshold=0.15251000000000001 -0.10976999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0097102241118892808 0.019186451326118428 0.0022200217220101175 leaf_weight=23.562994699866977 9.3916229640599322 130.95392701492528 leaf_count=396 122 1757 internal_value=0 0.000399749 internal_weight=0 154.517 internal_count=2275 2153 is_linear=0 shrinkage=0.0224292 Tree=3486 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=6.03879 5.89502 threshold=0.15251000000000001 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020893133597723965 0.019015908744906922 0.0012926953834646222 leaf_weight=6.2612905250862232 9.2649229865055513 148.19513529291726 leaf_count=261 122 1892 internal_value=0 0.000390864 internal_weight=0 154.456 internal_count=2275 2153 is_linear=0 shrinkage=0.0224292 Tree=3487 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=6.61516 5.53818 threshold=0.15251000000000001 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041661385114714656 0.00035806702658345435 -1.3269300662766161e-05 leaf_weight=6.8636585162021211 8.9202768763061595 151.82505990227219 leaf_count=261 122 1892 internal_value=0 -3.07629e-05 internal_weight=0 158.689 internal_count=2275 2153 is_linear=0 shrinkage=0.000439788 Tree=3488 num_leaves=3 num_cat=0 split_feature=1374 402 split_gain=9.07221 6.77457 threshold=-0.094929999999999987 0.086350000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059482757972874974 2.6795020245410241e-05 -0.00034530600381014662 leaf_weight=5.0282753743231288 153.2860006444098 10.066926928353494 leaf_count=43 2010 249 internal_value=0 3.82593e-06 internal_weight=0 163.353 internal_count=2302 2259 is_linear=0 shrinkage=0.000439788 Tree=3489 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=8.64006 6.60345 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058119250443726639 -0.00025369156736411625 3.4624894281986251e-05 leaf_weight=5.0107236737385383 17.166106202173978 145.00796147994697 leaf_count=43 547 1712 internal_value=0 4.08036e-06 internal_weight=0 162.174 internal_count=2302 2259 is_linear=0 shrinkage=0.000439788 Tree=3490 num_leaves=3 num_cat=0 split_feature=1374 402 split_gain=8.61849 6.67909 threshold=-0.094929999999999987 0.086350000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058354061679321331 2.4793898669121803e-05 -0.00034436658583310992 leaf_weight=4.9905088851228347 153.84211975795915 10.082527875667436 leaf_count=43 2010 249 internal_value=0 2.05045e-06 internal_weight=0 163.925 internal_count=2302 2259 is_linear=0 shrinkage=0.000439788 Tree=3491 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=8.38303 6.93074 threshold=-0.094929999999999987 -0.086944999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057058478419494776 0.00022755172206188946 -3.3713162311634443e-05 leaf_weight=5.0671046730130902 22.80318254273152 140.74843954949756 leaf_count=43 178 2081 internal_value=0 2.736e-06 internal_weight=0 163.552 internal_count=2302 2259 is_linear=0 shrinkage=0.000439788 Tree=3492 num_leaves=3 num_cat=0 split_feature=4 2 split_gain=8.65608 6.86183 threshold=-0.49071999999999993 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02504266940675726 -0.006687707535850026 0.0031461404420733709 leaf_weight=7.6153993634507051 57.329993023216957 94.524357183196116 leaf_count=120 1079 1102 internal_value=0 -0.000566833 internal_weight=0 151.854 internal_count=2301 2181 is_linear=0 shrinkage=0.0224292 Tree=3493 num_leaves=3 num_cat=0 split_feature=4 51 split_gain=8.34875 6.77533 threshold=-0.49071999999999993 -0.41109999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02468703606839243 -0.030832104825845329 0.00018722415800438179 leaf_weight=7.5528261354193083 3.6100757015519767 148.09959762962535 leaf_count=120 81 2100 internal_value=0 -0.000554697 internal_weight=0 151.71 internal_count=2301 2181 is_linear=0 shrinkage=0.0224292 Tree=3494 num_leaves=3 num_cat=0 split_feature=4 51 split_gain=8.0502 6.61019 threshold=-0.49071999999999993 -0.41109999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024330107889073513 -0.030753140972255635 0.00018302577312705084 leaf_weight=7.492705797776579 3.5390161390532731 148.09925548054161 leaf_count=120 81 2100 internal_value=0 -0.00054276 internal_weight=0 151.638 internal_count=2301 2181 is_linear=0 shrinkage=0.0224292 Tree=3495 num_leaves=3 num_cat=0 split_feature=4 453 split_gain=7.76009 6.60615 threshold=-0.49071999999999993 0.087465000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023972131960108622 0.00032975383931035262 -0.025997899403649043 leaf_weight=7.4349744468927375 146.63056075578788 4.9375703120604149 leaf_count=120 2139 42 internal_value=0 -0.000531077 internal_weight=0 151.568 internal_count=2301 2181 is_linear=0 shrinkage=0.0224292 Tree=3496 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=6.03591 18.3456 9.37216 threshold=1.0000000180025095e-35 0.0060650000000000009 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016707714963628679 0.0014312570840105039 0.0093006844983491172 0.027430029518725144 leaf_weight=32.635643537709257 102.76130030176137 23.419164774124511 7.4643751806579521 leaf_count=899 1020 276 88 internal_value=0 -0.00584219 0.00319631 internal_weight=0 56.0548 110.226 internal_count=2283 1175 1108 is_linear=0 shrinkage=0.0224292 Tree=3497 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=6.23678 6.2963 5.95081 threshold=0.080930000000000016 0.0095750000000000019 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8603223867554967e-05 -9.6348881964461922e-06 0.00020201091191705394 0.00039748611041087517 leaf_weight=123.68710873051896 13.778974348679187 19.193036103039049 13.978300127200781 leaf_count=1872 91 211 109 internal_value=0 -3.22296e-05 0.00019552 internal_weight=0 142.88 27.7573 internal_count=2283 2083 200 is_linear=0 shrinkage=0.000439788 Tree=3498 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=6.52879 6.45761 5.65594 threshold=0.080930000000000016 0.0095750000000000019 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.907770678784463e-05 8.2152294564286177e-08 0.00020361484335806106 0.00039602538530860256 leaf_weight=124.40643552559777 13.810133146587761 19.398693747934885 14.08561172429472 leaf_count=1872 91 211 109 internal_value=0 -3.22705e-05 0.000200143 internal_weight=0 143.805 27.8957 internal_count=2283 2083 200 is_linear=0 shrinkage=0.000439788 Tree=3499 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=5.80794 17.7214 8.90818 threshold=1.0000000180025095e-35 0.0060650000000000009 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016505671162748137 0.0014093855923544552 0.0090988672360370094 0.026711644266085847 leaf_weight=32.341449247178389 102.85922050866066 23.438460194389336 7.4923179433681062 leaf_count=899 1020 276 88 internal_value=0 -0.00574733 0.00313161 internal_weight=0 55.7799 110.352 internal_count=2283 1175 1108 is_linear=0 shrinkage=0.0224292 Tree=3500 num_leaves=4 num_cat=0 split_feature=0 4 13 split_gain=5.4654 8.32749 4.14459 threshold=-0.0013399999999999998 -0.034289999999999994 0.10979500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012788029823021359 0.0021827652110150328 0.00012653265089179635 0.021538202350986115 leaf_weight=33.881637925223913 18.809953224845234 96.950199565006187 7.8881650639232239 leaf_count=881 208 1118 34 internal_value=0 -0.00321934 0.00791278 internal_weight=0 130.832 26.6981 internal_count=2241 1999 242 is_linear=0 shrinkage=0.0224292 Tree=3501 num_leaves=3 num_cat=0 split_feature=454 150 split_gain=5.27943 6.84342 threshold=-1.0000000180025095e-35 -0.082924999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024077443746243887 0.017981868826959402 -0.0017811691733031015 leaf_weight=4.9406126383692017 9.3745097257196885 142.94436000401038 leaf_count=52 45 2144 internal_value=0 -0.000562746 internal_weight=0 152.319 internal_count=2241 2189 is_linear=0 shrinkage=0.0224292 Tree=3502 num_leaves=3 num_cat=0 split_feature=1212 0 split_gain=5.29745 5.01057 threshold=-1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047097305560313496 -4.9162905564350694e-05 0.00014773093276755444 leaf_weight=4.9575383312767363 125.9788779024675 31.166614162852056 leaf_count=169 1808 264 internal_value=0 -1.00998e-05 internal_weight=0 157.145 internal_count=2241 2072 is_linear=0 shrinkage=0.000439788 Tree=3503 num_leaves=4 num_cat=0 split_feature=0 4 13 split_gain=5.23555 8.01816 4.01501 threshold=-0.0013399999999999998 -0.034289999999999994 0.10979500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012545076280380566 0.0021628722142147004 0.00015416080519829067 0.021270205303757256 leaf_weight=33.691284412227105 18.811489755869847 96.93059553191415 7.821311929030343 leaf_count=881 208 1118 34 internal_value=0 -0.00312271 0.00778538 internal_weight=0 130.622 26.6328 internal_count=2241 1999 242 is_linear=0 shrinkage=0.0224292 Tree=3504 num_leaves=4 num_cat=0 split_feature=133 1212 43 split_gain=5.70277 5.50368 0.148906 threshold=0.15915500000000002 -1.0000000180025095e-35 -0.10258499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024136698670308099 -0.029561148553711784 0.0013408276402210775 -0.020746740839447456 leaf_weight=4.3728453690418965 1.6051923807244746 148.1245518871001 3.4020636973436913 leaf_count=143 51 1890 166 internal_value=0 0.000607333 -0.023674 internal_weight=0 152.497 5.00726 internal_count=2250 2033 217 is_linear=0 shrinkage=0.0224292 Tree=3505 num_leaves=4 num_cat=0 split_feature=133 1212 133 split_gain=5.80092 5.62472 0.152891 threshold=0.15915500000000002 -1.0000000180025095e-35 0.51286500000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047315091084323263 -0.00050971580758827847 2.6900337837200377e-05 -0.00033322307370206117 leaf_weight=4.4593027987284577 3.6689773354446507 152.58301158450195 1.5049946226645259 leaf_count=143 144 1890 73 internal_value=0 1.26453e-05 -0.000459792 internal_weight=0 157.042 5.17397 internal_count=2250 2033 217 is_linear=0 shrinkage=0.000439788 Tree=3506 num_leaves=4 num_cat=0 split_feature=133 1212 43 split_gain=5.55502 5.36661 0.147927 threshold=0.15915500000000002 -1.0000000180025095e-35 -0.10258499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024095706268417599 -0.029506518733182822 0.0013114042034471157 -0.020638184059385591 leaf_weight=4.2846773247001684 1.5726602831855414 148.20297329765162 3.3463101740926495 leaf_count=143 51 1890 166 internal_value=0 0.000594575 -0.0235766 internal_weight=0 152.488 4.91897 internal_count=2250 2033 217 is_linear=0 shrinkage=0.0224292 Tree=3507 num_leaves=4 num_cat=0 split_feature=133 1212 133 split_gain=5.59851 5.44152 0.150535 threshold=0.15915500000000002 -1.0000000180025095e-35 0.51286500000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047271942773806716 -0.00050828077815378984 2.4910787454482284e-05 -0.0003313959052575239 leaf_weight=4.3536585988476864 3.5851894406368947 151.46214927066467 1.4787575809750704 leaf_count=143 144 1890 73 internal_value=0 1.09503e-05 -0.000458066 internal_weight=0 155.816 5.06395 internal_count=2250 2033 217 is_linear=0 shrinkage=0.000439788 Tree=3508 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=7.20772 10.4052 9.49772 threshold=0.091615000000000016 -1.0000000180025095e-35 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049915350635423709 -0.00020027234893154195 -1.9858441211164319e-05 0.00018036267729508232 leaf_weight=9.8274155731778574 15.649830035399644 79.448017521295696 66.471715428866446 leaf_count=76 253 1442 540 internal_value=0 -7.27146e-05 0.000107796 internal_weight=0 89.2754 82.1215 internal_count=2311 1518 793 is_linear=0 shrinkage=0.000439788 Tree=3509 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=7.44385 9.87167 9.17877 threshold=0.091615000000000016 -1.0000000180025095e-35 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049290754157050199 -0.00019387731443947065 -2.3457613471746045e-05 0.0001798952372500897 leaf_weight=9.6979551962576789 15.678719619347246 79.937552198884077 66.731674949172884 leaf_count=76 253 1442 540 internal_value=0 -7.43431e-05 0.000108756 internal_weight=0 89.6355 82.4104 internal_count=2311 1518 793 is_linear=0 shrinkage=0.000439788 Tree=3510 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=7.05599 10.3391 9.35613 threshold=0.091615000000000016 -0.0064449999999999985 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025180137454256088 -0.0001963264671264105 5.2403249192178719e-05 0.00017866068455723452 leaf_weight=36.465304751996882 15.919074860110412 52.98810846201377 66.856075226562098 leaf_count=664 253 854 540 internal_value=0 -7.16317e-05 0.000106516 internal_weight=0 89.4534 82.7752 internal_count=2311 1518 793 is_linear=0 shrinkage=0.000439788 Tree=3511 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=5.93967 10.4213 7.14074 threshold=0.091615000000000016 -1.0000000180025095e-35 0.035255000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025381362486191793 0.0077902478341265501 -0.00067148390972520289 -0.011344713537395228 leaf_weight=9.633605419425292 68.61204891349189 77.738474080601009 11.430237211752681 leaf_count=76 642 1442 151 internal_value=0 -0.00340093 0.00505567 internal_weight=0 87.3721 80.0423 internal_count=2311 1518 793 is_linear=0 shrinkage=0.0224292 Tree=3512 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=6.31536 8.20882 6.51841 threshold=0.08845500000000002 -0.24639999999999998 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024801898297792141 0.0089121708234276547 -0.0053340775670092152 -0.0049912229914545999 leaf_weight=4.8401974141597739 67.042697020573542 70.826168372732354 22.694353137398139 leaf_count=13 716 1360 184 internal_value=0 -0.00340058 0.00539571 internal_weight=0 75.6664 89.7371 internal_count=2273 1373 900 is_linear=0 shrinkage=0.0224292 Tree=3513 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.93402 8.00929 6.29743 threshold=0.08845500000000002 -0.084804999999999978 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022286972840277494 0.00017330392813946785 6.0311716938649634e-05 -9.1373621217844019e-05 leaf_weight=36.207786589337047 68.906162143917754 41.37286305843736 23.238589964341372 leaf_count=656 716 717 184 internal_value=0 -7.18747e-05 0.000106548 internal_weight=0 77.5806 92.1448 internal_count=2273 1373 900 is_linear=0 shrinkage=0.000439788 Tree=3514 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=6.84753 8.18096 6.4837 threshold=0.08845500000000002 -0.24639999999999998 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048230181121203898 0.00017598466455801754 -0.00010583917796534961 -9.2105414182992631e-05 leaf_weight=4.8635332062840453 69.281778172357008 72.496057195356116 23.305795222520828 leaf_count=13 716 1360 184 internal_value=0 -6.87534e-05 0.000108497 internal_weight=0 77.3596 92.5876 internal_count=2273 1373 900 is_linear=0 shrinkage=0.000439788 Tree=3515 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=6.94434 7.76043 6.21998 threshold=0.08845500000000002 -0.44508499999999995 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059145382971766895 0.00017438164602736521 -0.00010050827584187402 -8.9386778965000821e-05 leaf_weight=3.2549442946910849 68.612481948104687 73.801010392780881 23.101819214178249 leaf_count=8 716 1365 184 internal_value=0 -7.11396e-05 0.000107937 internal_weight=0 77.056 91.7143 internal_count=2273 1373 900 is_linear=0 shrinkage=0.000439788 Tree=3516 num_leaves=4 num_cat=0 split_feature=483 160 0 split_gain=5.11759 5.76174 1.34487 threshold=0.096460000000000018 0.09389500000000002 -0.086984999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034932374608987286 -0.031382440381002061 -0.010692993353655296 -0.0094261490888347243 leaf_weight=134.86298372267629 2.6325748474337161 16.105983081564773 3.032226317212916 leaf_count=1940 46 186 92 internal_value=0 0.00197863 -0.0197009 internal_weight=0 150.969 5.6648 internal_count=2264 2126 138 is_linear=0 shrinkage=0.0224292 Tree=3517 num_leaves=4 num_cat=0 split_feature=1 158 3 split_gain=5.09284 8.62366 6.59684 threshold=0.098950000000000024 0.084765000000000021 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023218635068167443 0.01281738964266221 -0.027413269906561861 -0.0023465550118639193 leaf_weight=91.323232062917668 33.900576500454918 6.2564428403857155 25.112352436641231 leaf_count=1514 397 162 191 internal_value=0 -0.00197996 0.00636585 internal_weight=0 97.5797 59.0129 internal_count=2264 1676 588 is_linear=0 shrinkage=0.0224292 Tree=3518 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=5.44884 8.38504 6.25474 threshold=0.098950000000000024 -0.008624999999999999 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018858754006268797 0.00024374549349063219 6.7368650156088373e-05 -4.1633882942712846e-05 leaf_weight=43.476203126512701 35.269345793058164 57.438415512966458 25.643960512010381 leaf_count=718 397 958 191 internal_value=0 -4.29176e-05 0.000123628 internal_weight=0 100.915 60.9133 internal_count=2264 1676 588 is_linear=0 shrinkage=0.000439788 Tree=3519 num_leaves=4 num_cat=0 split_feature=1456 11 484 split_gain=4.99676 6.01329 1.19816 threshold=-1.0000000180025095e-35 0.082245000000000013 -0.065229999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037258151498257832 0.0031238766532366864 -0.014950530250090388 -0.025684591988028235 leaf_weight=1.8013053111499173 140.63229935540585 9.8937867149361391 4.1202279875869854 leaf_count=57 1931 122 154 internal_value=0 0.00193414 -0.0190383 internal_weight=0 150.526 5.92153 internal_count=2264 2053 211 is_linear=0 shrinkage=0.0224292 Tree=3520 num_leaves=4 num_cat=0 split_feature=47 50 3 split_gain=6.96309 7.53267 6.19205 threshold=0.086380000000000012 0.10647500000000001 -0.11880499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3076395338566087e-05 0.00021342105645453846 -0.0004630013619981238 -0.00031620336116902165 leaf_weight=131.5164148916374 5.3726816400885609 5.4647596744180182 20.562089514918625 leaf_count=1812 25 193 249 internal_value=0 4.20273e-05 -0.000206409 internal_weight=0 136.981 25.9348 internal_count=2279 2005 274 is_linear=0 shrinkage=0.000439788 Tree=3521 num_leaves=4 num_cat=0 split_feature=131 12 133 split_gain=7.19366 7.43075 6.73267 threshold=0.08844500000000001 0.074370000000000006 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059060166766876485 0.0003159680144537556 -0.00045298468927926721 4.3573862420817768e-05 leaf_weight=3.29305477940943 3.0555220709647974 11.649300425779073 144.39435926196165 leaf_count=115 63 279 1822 internal_value=0 -0.000293001 2.93588e-05 internal_weight=0 14.7048 147.687 internal_count=2279 342 1937 is_linear=0 shrinkage=0.000439788 Tree=3522 num_leaves=4 num_cat=0 split_feature=131 12 133 split_gain=7.23089 6.99326 6.54713 threshold=0.08844500000000001 -1.0000000180025095e-35 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030406428712618623 0.01573372310111085 -0.023144725529647286 0.0022062634356652157 leaf_weight=3.1474931213888331 2.9093526520300665 11.39272577204974 140.46973316310323 leaf_count=115 63 279 1822 internal_value=0 -0.0152256 0.00148758 internal_weight=0 14.3021 143.617 internal_count=2279 342 1937 is_linear=0 shrinkage=0.0224292 Tree=3523 num_leaves=4 num_cat=0 split_feature=131 12 133 split_gain=6.83233 6.91554 6.51675 threshold=0.088495000000000004 -1.0000000180025095e-35 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058983449891784488 0.00030840016863754931 -0.00044744327672355277 4.0992123744071085e-05 leaf_weight=3.2193139413138843 2.9362316029146323 11.314788903342556 144.44315961212851 leaf_count=115 62 277 1825 internal_value=0 -0.000291508 2.71645e-05 internal_weight=0 14.251 147.662 internal_count=2279 339 1940 is_linear=0 shrinkage=0.000439788 Tree=3524 num_leaves=4 num_cat=0 split_feature=403 1374 16 split_gain=6.66964 5.32547 0.20411 threshold=-0.092224999999999988 -0.035729999999999991 -0.091924999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026730914425351161 -0.00037482443049529713 5.5144977634049601e-05 -0.00046040059539599349 leaf_weight=1.474807148450054 5.7566784331575027 157.6335207328957 4.9306693524122229 leaf_count=42 48 1989 229 internal_value=0 3.9954e-05 -0.000416869 internal_weight=0 163.39 6.40548 internal_count=2308 2037 271 is_linear=0 shrinkage=0.000439788 Tree=3525 num_leaves=4 num_cat=0 split_feature=403 1374 16 split_gain=6.304 5.54353 0.182271 threshold=-0.092224999999999988 -0.035729999999999991 -0.091214999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013942468456167392 -0.019750467277205419 0.002843067138108319 -0.023455186006715981 leaf_weight=1.4375404230086131 5.6456290343776336 153.65995478222612 4.6145476837409651 leaf_count=45 48 1989 226 internal_value=0 0.0020401 -0.0212466 internal_weight=0 159.306 6.05209 internal_count=2308 2037 271 is_linear=0 shrinkage=0.0224292 Tree=3526 num_leaves=4 num_cat=0 split_feature=403 1374 16 split_gain=6.36542 5.11218 0.23533 threshold=-0.092224999999999988 -0.035729999999999991 -0.091924999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025329233897337179 -0.00036700619999336027 5.3537290137330745e-05 -0.00045970982278969221 leaf_weight=1.4815893922932444 5.776173658668994 158.55488200904801 4.7948644087882704 leaf_count=42 48 1989 229 internal_value=0 3.87144e-05 -0.0004119 internal_weight=0 164.331 6.27645 internal_count=2308 2037 271 is_linear=0 shrinkage=0.000439788 Tree=3527 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=6.12282 5.02681 0.189722 threshold=-0.092224999999999988 0.092660000000000006 0.089960000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023515376410776508 0.00094408353211557455 0.017117473430842745 -0.013951763282740984 leaf_weight=4.4429459902457884 149.09067428731942 10.319084292626938 1.5059371283277867 leaf_count=222 1856 181 49 internal_value=0 0.00199296 -0.0211468 internal_weight=0 159.41 5.94888 internal_count=2308 2037 271 is_linear=0 shrinkage=0.0224292 Tree=3528 num_leaves=4 num_cat=0 split_feature=43 3 2 split_gain=8.1107 14.3589 9.04456 threshold=-0.074459999999999985 -0.076704999999999982 0.089795000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035172149469859535 -0.0147789698925541 0.019552775713635121 -0.00030282582171821583 leaf_weight=35.840763316198718 33.677351335412823 21.820819468703121 61.053393591893837 leaf_count=654 713 225 669 internal_value=0 0.00521672 -0.00545112 internal_weight=0 57.6616 94.7307 internal_count=2261 879 1382 is_linear=0 shrinkage=0.0224292 Tree=3529 num_leaves=4 num_cat=0 split_feature=43 3 2 split_gain=7.77071 13.8358 8.70053 threshold=-0.074459999999999985 -0.076704999999999982 0.089795000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034428213214066335 -0.014515179534155265 0.019262191522500294 -0.00029602244586223581 leaf_weight=35.79490585019812 33.522420208726544 21.655372656881809 61.056114369421266 leaf_count=654 713 225 669 internal_value=0 0.00511919 -0.00533777 internal_weight=0 57.4503 94.5785 internal_count=2261 879 1382 is_linear=0 shrinkage=0.0224292 Tree=3530 num_leaves=4 num_cat=0 split_feature=43 3 2 split_gain=7.44447 13.3291 8.36813 threshold=-0.074459999999999985 -0.076704999999999982 0.089795000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033699030796211552 -0.014254400397500379 0.018972345857634351 -0.00028937223541454949 leaf_weight=35.750143972632941 33.372132910473738 21.495195214403793 61.058775057201274 leaf_count=654 713 225 669 internal_value=0 0.00502297 -0.00522653 internal_weight=0 57.2453 94.4309 internal_count=2261 879 1382 is_linear=0 shrinkage=0.0224292 Tree=3531 num_leaves=4 num_cat=0 split_feature=151 4 52 split_gain=7.33977 10.3293 6.70547 threshold=-0.016164999999999995 0.28251000000000009 0.0031350000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0814931107960643e-05 -0.0001328849730786254 0.00025024288078084297 0.00051421723892695556 leaf_weight=32.088595963316038 100.87888883758569 15.714629287715068 7.4221983305178574 leaf_count=329 1684 195 53 internal_value=0 -8.1214e-05 0.000138072 internal_weight=0 116.594 39.5108 internal_count=2261 1879 382 is_linear=0 shrinkage=0.000439788 Tree=3532 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=6.33489 14.4686 6.72867 threshold=1.0000000180025095e-35 0.088965000000000002 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020694537220310061 0.00016565636036993967 0.00032698037964814413 -8.4629359588665843e-05 leaf_weight=41.939129390520975 80.83866570959799 12.796048143878577 27.945318326354027 leaf_count=1038 844 139 232 internal_value=0 -8.20531e-05 0.000101357 internal_weight=0 54.7352 108.784 internal_count=2253 1177 1076 is_linear=0 shrinkage=0.000439788 Tree=3533 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=5.92218 14.8267 6.95808 threshold=1.0000000180025095e-35 0.088965000000000002 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010623135269123032 0.008456172853056592 0.017337341214095907 -0.0047060465618165691 leaf_weight=40.84272980017704 78.582982492516749 12.428591141593641 27.181835450232029 leaf_count=1038 844 139 232 internal_value=0 -0.00409588 0.00507321 internal_weight=0 53.2713 105.765 internal_count=2253 1177 1076 is_linear=0 shrinkage=0.0224292 Tree=3534 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=5.89652 6.87436 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0038505399891141604 -0.022723905914739752 0.0061318261919608846 leaf_weight=52.74807009412325 4.7051331397378808 101.38161276152823 leaf_count=1173 73 1007 internal_value=0 0.00271549 internal_weight=0 154.13 internal_count=2253 2180 is_linear=0 shrinkage=0.0224292 Tree=3535 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=5.89922 14.4574 6.09102 threshold=1.0000000180025095e-35 0.088965000000000002 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020602563214204285 0.00015743906167009505 0.0003277517729218025 -8.0058551758873316e-05 leaf_weight=41.811666029301705 80.990446429350413 12.804324373835696 28.128431052435189 leaf_count=1038 844 139 232 internal_value=0 -8.08146e-05 9.62141e-05 internal_weight=0 54.616 109.119 internal_count=2253 1177 1076 is_linear=0 shrinkage=0.000439788 Tree=3536 num_leaves=3 num_cat=0 split_feature=160 453 split_gain=7.08868 6.33514 threshold=0.11182000000000002 0.085895000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016626533607102174 -0.021994880282550412 -0.023582641573643613 leaf_weight=145.11866022855975 7.1770377303473643 5.1599784991703919 leaf_count=2071 118 41 internal_value=0 0.000792944 internal_weight=0 150.279 internal_count=2230 2112 is_linear=0 shrinkage=0.0224292 Tree=3537 num_leaves=3 num_cat=0 split_feature=160 157 split_gain=6.7801 7.40492 threshold=0.11182000000000002 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039367348054562818 -0.00041723017456170877 3.7641566954404351e-05 leaf_weight=8.103865420620421 7.3277593856328158 147.40037439705338 leaf_count=170 118 1942 internal_value=0 1.51187e-05 internal_weight=0 155.504 internal_count=2230 2112 is_linear=0 shrinkage=0.000439788 Tree=3538 num_leaves=3 num_cat=0 split_feature=160 157 split_gain=6.66635 7.33239 threshold=0.11182000000000002 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039661133044499429 -0.00041767372642016515 3.5462964273009335e-05 leaf_weight=7.9962415387562933 7.2662624715012489 145.38257373080705 leaf_count=170 118 1942 internal_value=0 1.28907e-05 internal_weight=0 153.379 internal_count=2230 2112 is_linear=0 shrinkage=0.000439788 Tree=3539 num_leaves=3 num_cat=0 split_feature=160 157 split_gain=6.62597 7.13192 threshold=0.11182000000000002 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041755589088994613 -0.00044425417736590359 3.2767831872701161e-06 leaf_weight=8.2062978139147145 7.4093391961068837 146.76392819461762 leaf_count=170 118 1942 internal_value=0 -1.90567e-05 internal_weight=0 154.97 internal_count=2230 2112 is_linear=0 shrinkage=0.000439788 Tree=3540 num_leaves=4 num_cat=0 split_feature=42 481 1 split_gain=5.57727 6.665 4.53175 threshold=0.10321000000000001 -0.0079799999999999992 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023178741364745011 -0.024095556049855072 0.0028133437703456925 0.0025692024827881389 leaf_weight=5.1201202433148856 7.8569129654206318 144.82979284942849 5.4023948202375323 leaf_count=225 177 1811 62 internal_value=0 0.00192299 -0.0132431 internal_weight=0 149.95 13.2593 internal_count=2275 2036 239 is_linear=0 shrinkage=0.0224292 Tree=3541 num_leaves=4 num_cat=0 split_feature=42 481 39 split_gain=5.37203 6.45291 4.53133 threshold=0.10321000000000001 -0.0079799999999999992 0.081875000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023015067861663626 -0.02182463463935945 0.0027502840911991025 0.0066858208501977268 leaf_weight=5.0418971370090722 9.1023953385883924 144.82807257038075 4.038714053342118 leaf_count=225 187 1811 52 internal_value=0 0.00188067 -0.0130654 internal_weight=0 149.87 13.1411 internal_count=2275 2036 239 is_linear=0 shrinkage=0.0224292 Tree=3542 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=5.39794 6.24563 threshold=0.076175000000000007 -0.13314999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0082827938562161224 -0.021528117970273299 -0.0014912391158444847 leaf_weight=46.760847712866962 5.3163062650710335 110.74942721248954 leaf_count=259 77 1939 internal_value=0 0.00141108 internal_weight=0 157.51 internal_count=2275 2198 is_linear=0 shrinkage=0.0224292 Tree=3543 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=5.19902 5.98324 threshold=0.076175000000000007 -0.13314999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0081167912620637994 -0.021220952075223069 -0.0014581326621355287 leaf_weight=46.648606172762811 5.2730610624421379 110.72425581104471 leaf_count=259 77 1939 internal_value=0 0.00138072 internal_weight=0 157.373 internal_count=2275 2198 is_linear=0 shrinkage=0.0224292 Tree=3544 num_leaves=3 num_cat=0 split_feature=1456 16 split_gain=5.38341 4.94748 threshold=-1.0000000180025095e-35 0.25694000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024038575507996152 0.002134018498632752 -0.01143352133973442 leaf_weight=4.5073457962134844 136.02717192436103 14.994114051107315 leaf_count=216 1789 254 internal_value=0 0.000785693 internal_weight=0 151.021 internal_count=2259 2043 is_linear=0 shrinkage=0.0224292 Tree=3545 num_leaves=3 num_cat=0 split_feature=1456 40 split_gain=5.72086 5.2292 threshold=-1.0000000180025095e-35 -0.076644999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047265663313864851 0.00029490926118228505 -7.0954201808865545e-06 leaf_weight=4.7512310303281984 12.001524246763436 143.08357515302487 leaf_count=216 155 1888 internal_value=0 1.63091e-05 internal_weight=0 155.085 internal_count=2259 2043 is_linear=0 shrinkage=0.000439788 Tree=3546 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=5.716 6.9996 threshold=-0.094929999999999987 0.25694000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046414795540328018 4.8526482736973878e-05 -0.00026193322287596595 leaf_weight=4.9101213235408059 138.15978909871774 15.616239765309727 leaf_count=43 1928 288 internal_value=0 1.69701e-05 internal_weight=0 153.776 internal_count=2259 2216 is_linear=0 shrinkage=0.000439788 Tree=3547 num_leaves=3 num_cat=0 split_feature=1456 40 split_gain=5.26276 4.90703 threshold=-1.0000000180025095e-35 -0.076644999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024003166818625469 0.014781256374462875 -0.00039567033818690593 leaf_weight=4.4215863314457229 11.589820972643791 139.50349857850233 leaf_count=216 155 1888 internal_value=0 0.000770217 internal_weight=0 151.093 internal_count=2259 2043 is_linear=0 shrinkage=0.0224292 Tree=3548 num_leaves=3 num_cat=0 split_feature=42 157 split_gain=10.1687 7.05549 threshold=-0.10924999999999999 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062704105617499082 -0.00035552309156187733 7.2685769167036608e-05 leaf_weight=4.3668261655257075 7.8064240862440775 152.04708604922052 leaf_count=129 184 1942 internal_value=0 5.17343e-05 internal_weight=0 159.854 internal_count=2255 2126 is_linear=0 shrinkage=0.000439788 Tree=3549 num_leaves=3 num_cat=0 split_feature=42 157 split_gain=10.2896 7.08946 threshold=-0.10924999999999999 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062747662455283119 -0.00035580859519774552 7.3474085751473259e-05 leaf_weight=4.4034692100831299 7.8035595125111277 152.49516360874986 leaf_count=129 184 1942 internal_value=0 5.25361e-05 internal_weight=0 160.299 internal_count=2255 2126 is_linear=0 shrinkage=0.000439788 Tree=3550 num_leaves=3 num_cat=0 split_feature=42 157 split_gain=10.2387 7.03187 threshold=-0.10924999999999999 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062659730293010679 -0.00035434235847049537 7.4454308564157328e-05 leaf_weight=4.3793142845097455 7.7568443409982129 151.89494762878167 leaf_count=129 184 1942 internal_value=0 5.35809e-05 internal_weight=0 159.652 internal_count=2255 2126 is_linear=0 shrinkage=0.000439788 Tree=3551 num_leaves=3 num_cat=0 split_feature=42 157 split_gain=10.0234 7.02593 threshold=-0.10924999999999999 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062325664657110859 -0.00035579729720943234 7.0953682351723921e-05 leaf_weight=4.3750945787469382 7.8278275082993778 152.11649591787136 leaf_count=129 184 1942 internal_value=0 5.00281e-05 internal_weight=0 159.944 internal_count=2255 2126 is_linear=0 shrinkage=0.000439788 Tree=3552 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=7.10388 10.4306 8.88896 threshold=0.08826500000000001 -1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019831133200572099 9.1215359306182219e-05 -0.00023535713181010846 -0.00041021184946651309 leaf_weight=13.887103548622688 92.690671700343955 46.938695769669721 7.3635646956972769 leaf_count=141 1108 981 56 internal_value=0 -0.000136315 5.42412e-05 internal_weight=0 60.8258 100.054 internal_count=2286 1122 1164 is_linear=0 shrinkage=0.000439788 Tree=3553 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=7.02667 10.0856 8.87119 threshold=0.08826500000000001 -1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019216306334212839 -1.6973286956044472e-05 -0.00023369608846432249 0.00029843931365637622 leaf_weight=13.912455048062837 78.515438285132404 47.20924352252041 22.082119735423476 leaf_count=141 999 981 165 internal_value=0 -0.000136733 5.23063e-05 internal_weight=0 61.1217 100.598 internal_count=2286 1122 1164 is_linear=0 shrinkage=0.000439788 Tree=3554 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=7.10052 9.92321 9.64908 threshold=0.08826500000000001 -1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016344321251854195 -5.2817142936953417e-05 -0.00026141477211476878 0.00027927608955211541 leaf_weight=13.533884219592435 78.952411821053829 49.397735572478268 21.518051536986604 leaf_count=141 999 981 165 internal_value=0 -0.000170024 1.83478e-05 internal_weight=0 62.9316 100.47 internal_count=2286 1122 1164 is_linear=0 shrinkage=0.000439788 Tree=3555 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=6.79129 9.48985 8.95637 threshold=0.08826500000000001 -1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0095045126605281232 0.0045312361450867786 -0.011838036207289184 -0.021296135316741065 leaf_weight=13.545064640929921 90.602929439133732 46.127383730141446 7.2797451722435644 leaf_count=141 1108 981 56 internal_value=0 -0.00699199 0.00260662 internal_weight=0 59.6724 97.8827 internal_count=2286 1122 1164 is_linear=0 shrinkage=0.0224292 Tree=3556 num_leaves=4 num_cat=0 split_feature=155 157 15 split_gain=6.35481 5.36779 0.0887019 threshold=0.083985000000000018 -0.084489999999999996 -0.017454999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018825441153452326 -0.02154764008287657 0.0016638893778280865 -0.028351306377830933 leaf_weight=6.7068559069011817 2.3252412800793536 147.33847392533789 2.5461674060206851 leaf_count=136 80 1982 67 internal_value=0 0.000769599 -0.0252005 internal_weight=0 154.045 4.87141 internal_count=2265 2118 147 is_linear=0 shrinkage=0.0224292 Tree=3557 num_leaves=4 num_cat=0 split_feature=155 41 15 split_gain=6.28331 5.05661 0.0844947 threshold=0.083985000000000018 0.083035000000000012 -0.017454999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2144385610244835e-05 -0.00041858118106452683 -0.00037352805386507183 -0.0005486485627058576 leaf_weight=151.04496138874674 2.3489676262834109 6.1671806755475691 2.55764731473755 leaf_count=2041 80 77 67 internal_value=0 1.61871e-05 -0.000488245 internal_weight=0 157.212 4.90661 internal_count=2265 2118 147 is_linear=0 shrinkage=0.000439788 Tree=3558 num_leaves=4 num_cat=0 split_feature=157 48 52 split_gain=5.83229 8.15021 3.28683 threshold=-0.084489999999999996 0.12879500000000002 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029003128820417785 0.0020389346838875157 -0.023706124016517421 -0.032446037708608377 leaf_weight=3.4553218449000269 144.78351373126497 6.4429834855254731 4.1842327373451544 leaf_count=77 2043 51 94 internal_value=0 0.000939216 -0.0191232 internal_weight=0 151.226 7.63955 internal_count=2265 2094 171 is_linear=0 shrinkage=0.0224292 Tree=3559 num_leaves=4 num_cat=0 split_feature=157 48 52 split_gain=5.5843 7.81718 3.281 threshold=-0.084489999999999996 0.12879500000000002 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4319737216517893e-05 3.7771874179900066e-05 -0.00045362017832705956 -0.00062886923309161556 leaf_weight=3.555469183367677 148.55428908878821 6.51798085408518 4.1762913816201026 leaf_count=77 2043 51 94 internal_value=0 1.70644e-05 -0.000365446 internal_weight=0 155.072 7.73176 internal_count=2265 2094 171 is_linear=0 shrinkage=0.000439788 Tree=3560 num_leaves=4 num_cat=0 split_feature=401 151 2 split_gain=6.73862 5.05148 0.502681 threshold=0.082755000000000009 -0.086944999999999981 0.089885000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010704223729994763 -0.025834256915472587 -0.00030454087999726642 -0.013187294497674897 leaf_weight=24.959684143657796 4.3174349660985163 130.60399393795524 2.6033463280182332 leaf_count=193 135 1901 64 internal_value=0 0.00146288 -0.0211263 internal_weight=0 155.564 6.92078 internal_count=2293 2094 199 is_linear=0 shrinkage=0.0224292 Tree=3561 num_leaves=4 num_cat=0 split_feature=401 1374 2 split_gain=6.78102 4.75656 0.545461 threshold=0.082755000000000009 0.093235000000000012 0.089885000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4278754013043624e-05 -0.00050370206881765109 -0.00037654965678283434 -0.00024945655085608314 leaf_weight=154.32627938414225 4.4163590411189935 5.356769708916544 2.6883985253516585 leaf_count=2058 135 36 64 internal_value=0 3.01182e-05 -0.000408423 internal_weight=0 159.683 7.10476 internal_count=2293 2094 199 is_linear=0 shrinkage=0.000439788 Tree=3562 num_leaves=4 num_cat=0 split_feature=401 1374 2 split_gain=6.52709 4.86439 0.509216 threshold=0.082755000000000009 0.093235000000000012 0.089885000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021749801735893868 -0.025745002772619072 -0.019724740441387938 -0.012957757486272724 leaf_weight=150.33707918060827 4.2376123743597409 5.2626936361193648 2.5903561152517796 leaf_count=2058 135 36 64 internal_value=0 0.00143196 -0.0209435 internal_weight=0 155.6 6.82797 internal_count=2293 2094 199 is_linear=0 shrinkage=0.0224292 Tree=3563 num_leaves=4 num_cat=0 split_feature=401 151 2 split_gain=6.45881 4.70233 0.562036 threshold=0.082755000000000009 -0.086944999999999981 0.089885000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019964103588416952 -0.00050014808503806628 -5.7496283839795446e-06 -0.00024150473534539658 leaf_weight=25.649279590405058 4.3619221071712664 134.67838385922369 2.6825526212342083 leaf_count=193 135 1901 64 internal_value=0 2.71287e-05 -0.000402575 internal_weight=0 160.328 7.04447 internal_count=2293 2094 199 is_linear=0 shrinkage=0.000439788 Tree=3564 num_leaves=4 num_cat=0 split_feature=42 3 453 split_gain=7.28081 7.78667 7.26739 threshold=-1.0000000180025095e-35 0.0063150000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033419584420159054 6.3166171937631665e-05 0.00026099580192576503 -0.00040550396254787613 leaf_weight=20.810082513751698 131.09202547266614 5.3263420294970265 6.7087181028909972 leaf_count=607 1582 21 58 internal_value=0 -0.0002128 4.02963e-05 internal_weight=0 26.1364 137.801 internal_count=2268 628 1640 is_linear=0 shrinkage=0.000439788 Tree=3565 num_leaves=4 num_cat=0 split_feature=42 3 453 split_gain=6.71881 7.80424 7.43772 threshold=-1.0000000180025095e-35 0.0063150000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016947773714626614 0.0032627858133588961 0.013622614872316197 -0.021147316607962444 leaf_weight=19.989155787799977 127.79624391993275 5.3020777683705083 6.58506662165746 leaf_count=607 1582 21 58 internal_value=0 -0.0105335 0.00206379 internal_weight=0 25.2912 134.381 internal_count=2268 628 1640 is_linear=0 shrinkage=0.0224292 Tree=3566 num_leaves=4 num_cat=0 split_feature=42 3 453 split_gain=6.50857 7.52969 7.39505 threshold=-1.0000000180025095e-35 0.0063150000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032195663203148914 6.4160343899332943e-05 0.00026453658600583923 -0.0004063897147729425 leaf_weight=20.335484645736873 131.39630865660729 5.3302950887009493 6.7747896071523419 leaf_count=607 1582 21 58 internal_value=0 -0.000200047 4.10354e-05 internal_weight=0 25.6658 138.171 internal_count=2268 628 1640 is_linear=0 shrinkage=0.000439788 Tree=3567 num_leaves=4 num_cat=0 split_feature=42 43 453 split_gain=6.60387 6.75227 6.72886 threshold=-1.0000000180025095e-35 0.22924500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028809492666054162 6.1363821441448664e-05 0.00039252989327082539 -0.00039006964447249295 leaf_weight=22.582493644556966 130.23847607016796 3.2040590945398426 6.6964930347166947 leaf_count=542 1582 86 58 internal_value=0 -0.000203297 3.92362e-05 internal_weight=0 25.7866 136.935 internal_count=2268 628 1640 is_linear=0 shrinkage=0.000439788 Tree=3568 num_leaves=4 num_cat=0 split_feature=42 16 133 split_gain=8.8164 4.94819 4.71616 threshold=-1.0000000180025095e-35 -0.50805999999999985 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041980738592990215 7.4228754333334899e-05 -0.00028678481032992132 -0.00024073670856042785 leaf_weight=2.0688402592204538 124.71235355577664 23.683951892569894 9.9082356707658601 leaf_count=21 1345 604 236 internal_value=0 -0.000229752 5.10161e-05 internal_weight=0 25.7528 134.621 internal_count=2206 625 1581 is_linear=0 shrinkage=0.000439788 Tree=3569 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=9.3464 7.09696 4.72485 threshold=-1.0000000180025095e-35 0.14582500000000001 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034045023147262314 7.7270487989663012e-05 0.00027437134849038724 -0.00024118701062409177 leaf_weight=21.263149594800783 124.17320763081079 4.3633416375378138 9.6974901137873513 leaf_count=509 1345 116 236 internal_value=0 -0.00023564 5.41706e-05 internal_weight=0 25.6265 133.871 internal_count=2206 625 1581 is_linear=0 shrinkage=0.000439788 Tree=3570 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=8.87296 7.01561 4.85849 threshold=-1.0000000180025095e-35 0.22924500000000003 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032021518025338161 7.5614544314446826e-05 0.00035259263721941996 -0.00024480707037970162 leaf_weight=22.267534375219842 124.47807937953621 3.4472959682170758 9.8603674455080164 leaf_count=520 1345 105 236 internal_value=0 -0.000229825 5.20643e-05 internal_weight=0 25.7148 134.338 internal_count=2206 625 1581 is_linear=0 shrinkage=0.000439788 Tree=3571 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=8.79137 7.39364 4.68271 threshold=-1.0000000180025095e-35 0.22924500000000003 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016598828639434186 0.0038962275066049524 0.019248708613532929 -0.012432091617923462 leaf_weight=21.621971594810024 121.67466838046676 3.3250327236892181 9.508998704957774 leaf_count=520 1345 105 236 internal_value=0 -0.0118099 0.00271101 internal_weight=0 24.947 131.184 internal_count=2206 625 1581 is_linear=0 shrinkage=0.0224292 Tree=3572 num_leaves=4 num_cat=0 split_feature=159 0 2 split_gain=5.8715 6.03796 4.0784 threshold=-0.032739999999999991 -0.077944999999999987 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026251196851186043 -0.0013144986557921861 0.0080082984326642001 0.0015346911476185532 leaf_weight=6.4738691908714809 95.351768519554753 55.14555495348759 4.49533850280568 leaf_count=273 1304 684 41 internal_value=0 0.00210216 -0.0148813 internal_weight=0 150.497 10.9692 internal_count=2302 1988 314 is_linear=0 shrinkage=0.0224292 Tree=3573 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=5.82383 6.25113 threshold=-0.094929999999999987 -0.032739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022770913593710689 -0.01472096072982723 0.0029184380339021508 leaf_weight=5.0347587363794437 10.842946360557105 145.40156523569021 leaf_count=44 314 1944 internal_value=0 0.00169266 internal_weight=0 156.245 internal_count=2302 2258 is_linear=0 shrinkage=0.0224292 Tree=3574 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=5.55482 7.0677 threshold=0.12879500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.029961919248711083 -0.015675237689275312 0.0011137303790497467 leaf_weight=4.3809537123888722 9.5429211780428869 147.3255851099093 leaf_count=17 72 2213 internal_value=0 0.00195047 internal_weight=0 151.707 internal_count=2302 2230 is_linear=0 shrinkage=0.0224292 Tree=3575 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=5.5455 6.02888 threshold=-0.094929999999999987 -0.032739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022192321602205613 -0.014548486261322954 0.0028345968461934343 leaf_weight=5.0543173942714921 10.762329734920057 145.41424348807777 leaf_count=44 314 1944 internal_value=0 0.00163507 internal_weight=0 156.177 internal_count=2302 2258 is_linear=0 shrinkage=0.0224292 Tree=3576 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=8.21986 7.9776 2.9232 threshold=-0.018054999999999998 -0.10071499999999999 0.05685500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010470550869486922 0.00016194721374422153 -0.00010895144651768843 0.00046304647943780461 leaf_weight=67.167511914740317 20.710586717701521 68.002206723293057 8.92814455879852 leaf_count=453 217 1551 35 internal_value=0 -2.78286e-06 0.000252888 internal_weight=0 135.17 29.6387 internal_count=2256 2004 252 is_linear=0 shrinkage=0.000439788 Tree=3577 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=7.56061 7.09525 1.91075 threshold=-0.018054999999999998 -0.10071499999999999 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051281323571497912 0.0040880927531512347 -0.0052814529799854798 0.016504394362057254 leaf_weight=65.877440251992084 9.1251281276345271 65.846008326247102 19.775239978451282 leaf_count=453 103 1551 149 internal_value=0 -7.54295e-05 0.0125893 internal_weight=0 131.723 28.9004 internal_count=2256 2004 252 is_linear=0 shrinkage=0.0224292 Tree=3578 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=7.46369 7.58545 2.99027 threshold=-0.018054999999999998 -0.10071499999999999 0.05685500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010293578450799695 0.00015061995966836054 -0.00010557562464026145 0.00045617932412894051 leaf_weight=67.285246620886028 20.654805720318112 67.657572072726907 8.8500438921619189 leaf_count=453 217 1551 35 internal_value=0 -1.60772e-06 0.000242509 internal_weight=0 134.943 29.5048 internal_count=2256 2004 252 is_linear=0 shrinkage=0.000439788 Tree=3579 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=7.67144 7.5411 2.95655 threshold=-0.018054999999999998 -0.10071499999999999 0.05685500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010466628815224876 0.0001567008001532138 -0.00010305854615571914 0.00046012679499093934 leaf_weight=67.581836434896104 20.701681662234481 67.588965150353033 8.8767321836203319 leaf_count=453 217 1551 35 internal_value=0 7.98505e-07 0.000248 internal_weight=0 135.171 29.5784 internal_count=2256 2004 252 is_linear=0 shrinkage=0.000439788 Tree=3580 num_leaves=4 num_cat=0 split_feature=157 157 43 split_gain=6.2605 7.34673 2.54812 threshold=-0.082819999999999991 -0.077609999999999985 -0.085134999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010048933929202525 0.01760476041364166 -0.00052623637363580754 -0.025853954220903086 leaf_weight=3.0661974910181016 12.197524799848905 141.04735225689365 6.4197406221355759 leaf_count=59 81 2014 146 internal_value=0 0.000918913 -0.01784 internal_weight=0 153.245 9.48594 internal_count=2300 2095 205 is_linear=0 shrinkage=0.0224292 Tree=3581 num_leaves=4 num_cat=0 split_feature=157 157 43 split_gain=6.29012 7.22574 2.51396 threshold=-0.082819999999999991 -0.077609999999999985 -0.085134999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4111692081444389e-05 0.00033949470390456059 -9.6517031995109596e-06 -0.00050075135950053309 leaf_weight=3.1727166942728218 12.426510265213436 145.41925790574169 6.5706344280915783 leaf_count=59 81 2014 146 internal_value=0 1.78728e-05 -0.000345894 internal_weight=0 157.846 9.74335 internal_count=2300 2095 205 is_linear=0 shrinkage=0.000439788 Tree=3582 num_leaves=4 num_cat=0 split_feature=483 157 160 split_gain=6.04594 5.9296 1.95813 threshold=0.088070000000000009 -0.082819999999999991 -0.111355 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017126048991130533 -0.0020685476179413747 0.0017996550958860275 -0.028643284489959456 leaf_weight=8.8088239964272343 1.9702405198477206 147.1046296072891 4.7834729400929055 leaf_count=178 72 1913 137 internal_value=0 0.000728422 -0.0209184 internal_weight=0 155.913 6.75371 internal_count=2300 2091 209 is_linear=0 shrinkage=0.0224292 Tree=3583 num_leaves=4 num_cat=0 split_feature=157 157 43 split_gain=5.82808 7.11974 2.56285 threshold=-0.082819999999999991 -0.077609999999999985 -0.085134999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.4287302510900777e-06 0.00033994938623568328 -7.0651951936651754e-06 -0.00049238757843490875 leaf_weight=3.1572345024324022 12.399045422207562 144.51388366665924 6.4047444948228058 leaf_count=59 81 2014 146 internal_value=0 2.03934e-05 -0.000332926 internal_weight=0 156.913 9.56198 internal_count=2300 2095 205 is_linear=0 shrinkage=0.000439788 Tree=3584 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=6.88983 7.50967 threshold=0.085175000000000015 -0.0056849999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012653696085593188 0.02691734930983802 0.0012784392799524485 leaf_weight=23.066799259278923 4.5981237054802468 124.01333862909814 leaf_count=588 47 1640 internal_value=0 -0.000907917 internal_weight=0 147.08 internal_count=2275 2228 is_linear=0 shrinkage=0.0224292 Tree=3585 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=6.24447 7.53942 threshold=0.085175000000000015 -0.0056849999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024294741688626529 0.00049594252021112849 2.6564841040177763e-05 leaf_weight=23.821628300356679 4.7343300278298548 127.10256109008333 leaf_count=588 47 1640 internal_value=0 -1.59999e-05 internal_weight=0 150.924 internal_count=2275 2228 is_linear=0 shrinkage=0.000439788 Tree=3586 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=6.55864 7.21479 threshold=0.085175000000000015 -0.0056849999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012430719697882172 0.026224396666080025 0.001251236490403725 leaf_weight=22.960517023486318 4.6112462996970853 124.0719908158062 leaf_count=588 47 1640 internal_value=0 -0.000886667 internal_weight=0 147.033 internal_count=2275 2228 is_linear=0 shrinkage=0.0224292 Tree=3587 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=6.25482 6.9301 threshold=0.085175000000000015 -0.0056849999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012215044626722562 0.025578725984352027 0.0012231819737836905 leaf_weight=22.843515868560644 4.6219675920438013 124.07143730251119 leaf_count=588 47 1640 internal_value=0 -0.000867617 internal_weight=0 146.915 internal_count=2275 2228 is_linear=0 shrinkage=0.0224292 Tree=3588 num_leaves=3 num_cat=0 split_feature=48 52 split_gain=6.12822 5.83306 threshold=-0.088899999999999993 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042970926511371214 -0.0002583944490980276 4.2585048323661078e-05 leaf_weight=6.172258327715098 13.622314691019708 143.0700347519014 leaf_count=44 253 1955 internal_value=0 1.63906e-05 internal_weight=0 156.692 internal_count=2252 2208 is_linear=0 shrinkage=0.000439788 Tree=3589 num_leaves=3 num_cat=0 split_feature=48 52 split_gain=6.31808 5.27166 threshold=-0.088899999999999993 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022598064803595486 -0.01278681403685066 0.0020450284627229706 leaf_weight=6.0416278718039385 13.184883651789276 138.58969137482927 leaf_count=44 253 1955 internal_value=0 0.000755118 internal_weight=0 151.775 internal_count=2252 2208 is_linear=0 shrinkage=0.0224292 Tree=3590 num_leaves=3 num_cat=0 split_feature=48 52 split_gain=5.69531 5.27415 threshold=-0.088899999999999993 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004169819422615782 -0.00025047382991646359 3.7123118817414576e-05 leaf_weight=6.1960150180384508 13.479158908477983 142.86019501005649 leaf_count=44 253 1955 internal_value=0 1.22997e-05 internal_weight=0 156.339 internal_count=2252 2208 is_linear=0 shrinkage=0.000439788 Tree=3591 num_leaves=3 num_cat=0 split_feature=48 52 split_gain=6.01418 5.063 threshold=-0.088899999999999993 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022020021240490725 -0.012575212867282968 0.0019962557980835009 leaf_weight=6.0574637847021213 13.11255191528471 138.67094060473028 leaf_count=44 253 1955 internal_value=0 0.000736006 internal_weight=0 151.783 internal_count=2252 2208 is_linear=0 shrinkage=0.0224292 Tree=3592 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=7.51359 5.66059 1.04778 threshold=0.14391000000000001 -1.0000000180025095e-35 0.090905000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096002444976523143 -0.030263969291930114 0.0027831507929541961 -0.0085551361804515579 leaf_weight=21.489831685816171 4.3595605079899533 135.89220942836255 1.5277935792692003 leaf_count=543 188 1547 57 internal_value=0 0.00109129 -0.0246763 internal_weight=0 157.382 5.88735 internal_count=2335 2090 245 is_linear=0 shrinkage=0.0224292 Tree=3593 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=7.37634 5.5257 1.13939 threshold=0.14391000000000001 -0.0048499999999999993 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002496798019239586 -0.00058830751471879064 4.6114681631212478e-05 -0.00015025787150106724 leaf_weight=13.295085220859617 4.4238418707391238 147.96134030789835 1.5705804377794264 leaf_count=357 189 1733 56 internal_value=0 2.17007e-05 -0.000474377 internal_weight=0 161.256 5.99442 internal_count=2335 2090 245 is_linear=0 shrinkage=0.000439788 Tree=3594 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=7.3887 6.05687 1.13497 threshold=0.14391000000000001 -1.0000000180025095e-35 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019164929151250308 -0.00058855661619814259 5.5946307385337408e-05 -0.00015048309930496844 leaf_weight=22.142842550441856 4.4226445827516718 138.73261148459278 1.5624057706445453 leaf_count=543 189 1547 56 internal_value=0 2.18486e-05 -0.000475039 internal_weight=0 160.875 5.98505 internal_count=2335 2090 245 is_linear=0 shrinkage=0.000439788 Tree=3595 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=7.30509 5.42965 1.07366 threshold=0.14391000000000001 -1.0000000180025095e-35 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094136293162644866 -0.030233345033336141 0.0027226647423047234 -0.0080304460156850575 leaf_weight=21.453958972269902 4.2936425450607194 135.99134770821547 1.4918469116091726 leaf_count=543 189 1547 56 internal_value=0 0.001068 -0.0245533 internal_weight=0 157.445 5.78549 internal_count=2335 2090 245 is_linear=0 shrinkage=0.0224292 Tree=3596 num_leaves=4 num_cat=0 split_feature=457 403 43 split_gain=5.82719 8.13377 7.36671 threshold=0.082380000000000009 0.092660000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003541129716130788 -0.0043956749194513679 0.017855612158636198 0.019062363300847492 leaf_weight=124.35870425211033 11.529676342383029 9.6107576298527402 16.154436405282468 leaf_count=1922 106 167 81 internal_value=0 -0.00200384 0.00929643 internal_weight=0 133.969 27.6841 internal_count=2276 2089 187 is_linear=0 shrinkage=0.0224292 Tree=3597 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=5.60059 5.38843 threshold=0.093235000000000012 0.082380000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012290336087954444 -0.023600272834608933 0.009761341921435877 leaf_weight=129.55432556301821 4.9127180129289618 27.124483758118004 leaf_count=2053 39 184 internal_value=0 0.000674595 internal_weight=0 156.679 internal_count=2276 2237 is_linear=0 shrinkage=0.0224292 Tree=3598 num_leaves=4 num_cat=0 split_feature=457 43 403 split_gain=6.07043 7.23828 6.98606 threshold=0.082380000000000009 -1.0000000180025095e-35 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8648357626052264e-05 -8.0523515854823485e-05 0.00037085602003223946 0.00031260975175934817 leaf_weight=127.71074510188191 11.768022970063614 16.474897471256554 10.006454273592679 leaf_count=1922 106 81 167 internal_value=0 0.000182852 -4.09069e-05 internal_weight=0 28.2429 137.717 internal_count=2276 187 2089 is_linear=0 shrinkage=0.000439788 Tree=3599 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=5.35994 5.33699 threshold=0.093235000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016615400332376289 -0.023108419377815024 0.0016496094258983624 leaf_weight=8.4909671937057265 4.9047055356204501 148.19265546477982 leaf_count=345 39 1892 internal_value=0 0.000657892 internal_weight=0 156.684 internal_count=2276 2237 is_linear=0 shrinkage=0.0224292 Tree=3600 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=9.94365 9.68714 3.54132 threshold=0.080930000000000016 0.03138500000000001 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2891337417990878e-05 0.00012271638602106788 0.00028900779359029123 0.00044133714805840558 leaf_weight=121.18531259574229 14.41028369870037 17.269420839031227 12.702275217743589 leaf_count=1833 89 249 104 internal_value=0 -1.89653e-05 0.000272196 internal_weight=0 138.455 27.1126 internal_count=2275 2082 193 is_linear=0 shrinkage=0.000439788 Tree=3601 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=9.50353 9.30135 3.73273 threshold=0.080930000000000016 0.03138500000000001 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3289673946249228e-05 0.0001109708636375175 0.00028034094489887422 0.00043817463569573742 leaf_weight=122.24718838831177 14.44152922416106 17.38490235991776 12.660364475334061 leaf_count=1833 89 249 104 internal_value=0 -2.04734e-05 0.000264022 internal_weight=0 139.632 27.1019 internal_count=2275 2082 193 is_linear=0 shrinkage=0.000439788 Tree=3602 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=9.24734 10.3472 3.56489 threshold=0.080930000000000016 0.03138500000000001 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032579053744315901 0.0059073339743535465 0.015563253637813163 0.022411523890927317 leaf_weight=118.13557910631062 14.200724734691905 16.762659282889217 12.286616759141905 leaf_count=1833 89 249 104 internal_value=0 -0.000917288 0.0135737 internal_weight=0 134.898 26.4873 internal_count=2275 2082 193 is_linear=0 shrinkage=0.0224292 Tree=3603 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=8.89757 9.85465 3.51222 threshold=0.080930000000000016 0.03138500000000001 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031854020071239667 0.0057741525009241896 0.015147393350591407 0.022215631808942 leaf_weight=118.1151525323512 14.202824853826316 16.836248514591716 12.119016730226575 leaf_count=1833 89 249 104 internal_value=0 -0.000896422 0.0133547 internal_weight=0 134.951 26.3218 internal_count=2275 2082 193 is_linear=0 shrinkage=0.0224292 Tree=3604 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=6.96917 10.4288 5.73012 threshold=0.09167500000000002 0.088235000000000022 0.11646000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0206599540394401e-05 -0.00041123338691602694 0.0005201560829777652 0.00015872175818806183 leaf_weight=137.52077565214131 12.011156048974955 8.5540681300917623 4.7502640541642895 leaf_count=1748 342 157 22 internal_value=0 4.95475e-05 -0.000249709 internal_weight=0 146.075 16.7614 internal_count=2269 1905 364 is_linear=0 shrinkage=0.000439788 Tree=3605 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.9874 8.37408 6.93488 threshold=-0.10075499999999998 -0.078904999999999989 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028417279091672135 -0.00023669626822194986 3.0664250495747724e-05 -0.00011946015728270891 leaf_weight=30.123806324787438 30.009025727660628 92.309516830777284 11.314120246854143 leaf_count=202 955 994 118 internal_value=0 -3.49554e-05 0.000173961 internal_weight=0 122.319 41.4379 internal_count=2269 1949 320 is_linear=0 shrinkage=0.000439788 Tree=3606 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=6.58086 9.9943 5.99288 threshold=0.09167500000000002 0.088235000000000022 0.11646000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7606194766427745e-05 -0.00041074021638908963 0.00050387683088592788 0.00016866888232417834 leaf_weight=137.48732522691716 11.966263556067135 8.6727661236072873 4.837299406528472 leaf_count=1748 342 157 22 internal_value=0 4.65223e-05 -0.000243942 internal_weight=0 146.16 16.8036 internal_count=2269 1905 364 is_linear=0 shrinkage=0.000439788 Tree=3607 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.25903 8.62316 6.67684 threshold=-0.10075499999999998 -0.078904999999999989 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027269916045038253 -0.00023913282651776983 3.1816312074966754e-05 -0.00012324659513513429 leaf_weight=29.804894599830732 30.10456236382015 92.402527442696737 11.367784756876061 leaf_count=202 955 994 118 internal_value=0 -3.47929e-05 0.000163372 internal_weight=0 122.507 41.1727 internal_count=2269 1949 320 is_linear=0 shrinkage=0.000439788 Tree=3608 num_leaves=4 num_cat=0 split_feature=131 12 157 split_gain=8.02993 4.34602 4.24455 threshold=0.088845000000000021 -1.0000000180025095e-35 -0.07686999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010039707070905434 0.0077902346122693186 -0.024790606549398318 -0.00067243696558671388 leaf_weight=21.964621873979922 2.6035797537770131 9.7014394983998464 121.18160224531312 leaf_count=255 51 255 1723 internal_value=0 -0.0178955 0.000972374 internal_weight=0 12.305 143.146 internal_count=2284 306 1978 is_linear=0 shrinkage=0.0224292 Tree=3609 num_leaves=4 num_cat=0 split_feature=131 12 1 split_gain=7.78673 4.23898 4.21071 threshold=0.088845000000000021 -1.0000000180025095e-35 0.077845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042835366145504913 0.0076647314642866648 -0.024649016132822256 0.0037776236347576552 leaf_weight=50.184961948805721 2.5873563324566939 9.5402537697809713 92.934950188384391 leaf_count=1108 51 255 870 internal_value=0 -0.0177538 0.000950785 internal_weight=0 12.1276 143.12 internal_count=2284 306 1978 is_linear=0 shrinkage=0.0224292 Tree=3610 num_leaves=4 num_cat=0 split_feature=131 40 15 split_gain=7.55036 4.0434 4.02243 threshold=0.088845000000000021 -0.074429999999999982 -0.071579999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013488342633204562 -0.0019108350404963938 -0.00020235695367530493 -0.028381634792254626 leaf_weight=11.812178405467419 4.8727288846857846 131.15324061876163 7.0811346517875773 leaf_count=152 117 1826 189 internal_value=0 0.000930454 -0.0176117 internal_weight=0 142.965 11.9539 internal_count=2284 1978 306 is_linear=0 shrinkage=0.0224292 Tree=3611 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=7.50142 8.30573 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062323103601604932 -1.5560679519413601e-05 0.0004696528923254487 leaf_weight=3.723464550159405 147.43757309418288 7.1353500860277554 leaf_count=80 2108 96 internal_value=0 6.89284e-06 internal_weight=0 154.573 internal_count=2284 2204 is_linear=0 shrinkage=0.000439788 Tree=3612 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=5.16687 5.29947 threshold=-0.11377999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004270224953739485 -2.3294114551823838e-05 0.00024316639576939892 leaf_weight=5.5365628480212754 137.36460935964715 16.112229553516954 leaf_count=124 1947 195 internal_value=0 4.70607e-06 internal_weight=0 153.477 internal_count=2266 2142 is_linear=0 shrinkage=0.000439788 Tree=3613 num_leaves=3 num_cat=0 split_feature=42 3 split_gain=5.05775 5.42543 threshold=-0.11377999999999998 -0.11242499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042557411144884984 0.00016556292639624497 -3.926974949451805e-05 leaf_weight=5.5031407699570982 31.46261629764922 121.65529771809815 leaf_count=124 237 1905 internal_value=0 2.83459e-06 internal_weight=0 153.118 internal_count=2266 2142 is_linear=0 shrinkage=0.000439788 Tree=3614 num_leaves=3 num_cat=0 split_feature=42 157 split_gain=5.13343 5.07744 threshold=-0.11377999999999998 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022004434189054064 -0.017157313551354112 0.0011810659848730822 leaf_weight=5.4109635394415809 8.0073600455943943 141.41408998187399 leaf_count=124 171 1971 internal_value=0 0.000196262 internal_weight=0 149.421 internal_count=2266 2142 is_linear=0 shrinkage=0.0224292 Tree=3615 num_leaves=3 num_cat=0 split_feature=42 3 split_gain=4.99376 5.36817 threshold=-0.11377999999999998 -0.11242499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041827705833139206 0.00016695171054604513 -3.5998147848655163e-05 leaf_weight=5.549482358590466 31.693361633457243 122.88033174796146 leaf_count=124 237 1905 internal_value=0 5.6296e-06 internal_weight=0 154.574 internal_count=2266 2142 is_linear=0 shrinkage=0.000439788 Tree=3616 num_leaves=3 num_cat=0 split_feature=42 129 split_gain=5.66916 7.41069 threshold=-0.11377999999999998 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045504132597225537 -6.480333770208193e-06 0.000527130121006042 leaf_weight=5.1903259989048811 150.67276194464648 5.1887038245331487 leaf_count=125 2120 81 internal_value=0 1.13462e-05 internal_weight=0 155.861 internal_count=2326 2201 is_linear=0 shrinkage=0.000439788 Tree=3617 num_leaves=4 num_cat=0 split_feature=13 43 43 split_gain=6.26337 6.11455 3.54573 threshold=-0.094869999999999996 -0.074459999999999985 -0.00363 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.9021607167334626e-05 5.7220806208124448e-05 -0.00013452914321926797 0.00025343332364233484 leaf_weight=7.7235197359696057 58.538295477308566 71.35137311561266 23.953509465092793 leaf_count=70 894 1144 218 internal_value=0 -4.81161e-05 0.000169932 internal_weight=0 129.89 31.677 internal_count=2326 2038 288 is_linear=0 shrinkage=0.000439788 Tree=3618 num_leaves=4 num_cat=0 split_feature=13 43 43 split_gain=5.8747 6.28381 3.60153 threshold=-0.094869999999999996 -0.074459999999999985 -0.00363 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6043790641392189e-05 6.0791180013542546e-05 -0.00013424609029681275 0.00025014324525916452 leaf_weight=7.6770162913017002 58.255430739722215 70.715373880928382 23.800636096624658 leaf_count=70 894 1144 218 internal_value=0 -4.61528e-05 0.000165705 internal_weight=0 128.971 31.4777 internal_count=2326 2038 288 is_linear=0 shrinkage=0.000439788 Tree=3619 num_leaves=3 num_cat=0 split_feature=42 129 split_gain=5.72007 7.63262 threshold=-0.11377999999999998 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023722251451602963 -0.00044960037883206585 0.027520886438389246 leaf_weight=5.0558883140329263 147.08116352310753 5.058286778163164 leaf_count=125 2120 81 internal_value=0 0.00048369 internal_weight=0 152.139 internal_count=2326 2201 is_linear=0 shrinkage=0.0224292 Tree=3620 num_leaves=3 num_cat=0 split_feature=150 31 split_gain=7.1485 7.31247 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00048534238073538798 0.00050967050983565247 -4.0608966356861788e-05 leaf_weight=5.523254018276929 4.8047694788547224 147.1524078619841 leaf_count=20 69 2198 internal_value=0 -2.31477e-05 internal_weight=0 151.957 internal_count=2287 2267 is_linear=0 shrinkage=0.000439788 Tree=3621 num_leaves=3 num_cat=0 split_feature=150 31 split_gain=7.25347 7.20133 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00048686477839683255 0.00050815150474305842 -4.166893669978111e-05 leaf_weight=5.5410432685166588 4.7366906212409949 147.7177791215654 leaf_count=20 69 2198 internal_value=0 -2.45248e-05 internal_weight=0 152.454 internal_count=2287 2267 is_linear=0 shrinkage=0.000439788 Tree=3622 num_leaves=3 num_cat=0 split_feature=150 133 split_gain=7.17463 6.29111 threshold=-0.22665999999999997 0.089675000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024844751450955948 -0.0032529376451701712 0.0093358775648487869 leaf_weight=5.4799575973302117 125.09231186236138 23.74465232421062 leaf_count=20 1770 497 internal_value=0 -0.00124365 internal_weight=0 148.837 internal_count=2287 2267 is_linear=0 shrinkage=0.0224292 Tree=3623 num_leaves=3 num_cat=0 split_feature=150 133 split_gain=6.91907 6.00625 threshold=-0.22665999999999997 0.089675000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024519108537492295 -0.0031804614957541429 0.0091119511004299197 leaf_weight=5.4290269855409852 125.07389927699114 23.782549420895521 leaf_count=20 1770 497 internal_value=0 -0.00121561 internal_weight=0 148.856 internal_count=2287 2267 is_linear=0 shrinkage=0.0224292 Tree=3624 num_leaves=4 num_cat=0 split_feature=4 15 3 split_gain=6.15661 8.0999 4.87781 threshold=0.27190000000000009 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070565451628076155 0.017621206699024217 0.0038820815674467488 -0.00526255046339167 leaf_weight=62.404645701666595 17.029658750165257 74.918190723023145 6.4519164646044365 leaf_count=931 170 1081 79 internal_value=0 -0.00108913 0.0113344 internal_weight=0 137.323 23.4816 internal_count=2261 2012 249 is_linear=0 shrinkage=0.0224292 Tree=3625 num_leaves=4 num_cat=0 split_feature=4 15 3 split_gain=6.74496 7.1921 4.50274 threshold=0.27190000000000009 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013148056639810518 0.00034702097861694087 6.8699238772082361e-05 -7.8196267042743937e-05 leaf_weight=63.715814368828433 17.409413429675627 76.219163803150877 6.6476723442319772 leaf_count=931 170 1081 79 internal_value=0 -2.2453e-05 0.000229552 internal_weight=0 139.935 24.0571 internal_count=2261 2012 249 is_linear=0 shrinkage=0.000439788 Tree=3626 num_leaves=4 num_cat=0 split_feature=4 15 3 split_gain=6.61736 7.10745 4.57113 threshold=0.27190000000000009 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013174903320492312 0.00034521256460251791 6.7115734465727098e-05 -8.440288592070787e-05 leaf_weight=63.772712895326549 17.337515331339095 76.362919410807081 6.6071690458338699 leaf_count=931 170 1081 79 internal_value=0 -2.3389e-05 0.000226694 internal_weight=0 140.136 23.9447 internal_count=2261 2012 249 is_linear=0 shrinkage=0.000439788 Tree=3627 num_leaves=4 num_cat=0 split_feature=4 15 3 split_gain=5.94981 7.70819 4.72256 threshold=0.27190000000000009 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068903884610501658 0.017433631196229791 0.0037775790234832098 -0.0050908328742165481 leaf_weight=62.409262245171703 16.84338948875666 75.000795238767751 6.4729593137744805 leaf_count=931 170 1081 79 internal_value=0 -0.00106791 0.0111815 internal_weight=0 137.41 23.3163 internal_count=2261 2012 249 is_linear=0 shrinkage=0.0224292 Tree=3628 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=6.60316 11.2131 threshold=-0.10924999999999999 -0.092934999999999976 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024328523224323613 0.032154376955987066 0.00043022882628607954 leaf_weight=5.0825403346680096 5.7999028509948394 152.40951129602036 leaf_count=128 77 2099 internal_value=0 0.00159696 internal_weight=0 158.209 internal_count=2304 2176 is_linear=0 shrinkage=0.0224292 Tree=3629 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=6.15058 10.3142 threshold=-0.10924999999999999 -0.092059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045506026947767262 0.00056508921390398302 8.380346075928346e-06 leaf_weight=5.1672217681189059 6.6964059377787626 155.09403881072649 leaf_count=128 91 2085 internal_value=0 3.14861e-05 internal_weight=0 161.79 internal_count=2304 2176 is_linear=0 shrinkage=0.000439788 Tree=3630 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=6.32636 10.6581 threshold=-0.10924999999999999 -0.092934999999999976 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023860560434454375 0.031289485796064394 0.00042190478059297867 leaf_weight=5.0636391669395371 5.8239075845340258 152.47625008702744 leaf_count=128 77 2099 internal_value=0 0.00156117 internal_weight=0 158.3 internal_count=2304 2176 is_linear=0 shrinkage=0.0224292 Tree=3631 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=5.89281 9.83533 threshold=-0.10924999999999999 -0.092059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044828823494251296 0.00055001220571330479 6.0109271515054324e-06 leaf_weight=5.1531852120533577 6.6872675679624072 154.88491231485386 leaf_count=128 91 2085 internal_value=0 2.85888e-05 internal_weight=0 161.572 internal_count=2304 2176 is_linear=0 shrinkage=0.000439788 Tree=3632 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.12638 5.33851 threshold=-0.53299999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024343819481287665 0.0032728604155589508 -0.012042829133190826 leaf_weight=3.7669108194531864 145.36436837349902 12.409230859426314 leaf_count=139 1860 251 internal_value=0 0.00206694 internal_weight=0 157.774 internal_count=2250 2111 is_linear=0 shrinkage=0.0224292 Tree=3633 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.99078 5.11559 threshold=-0.53299999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024301132474318247 0.0031998197535339189 -0.011819801971917395 leaf_weight=3.6897929428378111 145.34831495556864 12.36071385379182 leaf_count=139 1860 251 internal_value=0 0.00202134 internal_weight=0 157.709 internal_count=2250 2111 is_linear=0 shrinkage=0.0224292 Tree=3634 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.85912 4.90171 threshold=-0.53299999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024259136035607871 0.0031283944341393144 -0.011599883358042714 leaf_weight=3.6141633244696996 145.33294199765078 12.313462554899159 leaf_count=139 1860 251 internal_value=0 0.00197673 internal_weight=0 157.646 internal_count=2250 2111 is_linear=0 shrinkage=0.0224292 Tree=3635 num_leaves=3 num_cat=0 split_feature=3 51 split_gain=5.09658 6.39087 threshold=0.25682500000000003 0.087505000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5438857232465684e-05 0.00045718854441708322 -0.00021783241600313458 leaf_weight=139.42334128369112 5.1088901413604608 20.429886129481019 leaf_count=1867 103 280 internal_value=0 1.17697e-05 internal_weight=0 159.853 internal_count=2250 2147 is_linear=0 shrinkage=0.000439788 Tree=3636 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=7.07814 9.70985 threshold=-0.28286499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051049576990930192 -2.7602489983281794e-05 0.00027778260632028881 leaf_weight=5.0572251038392997 138.16322954904172 23.553719366085716 leaf_count=46 1988 245 internal_value=0 1.69037e-05 internal_weight=0 161.717 internal_count=2279 2233 is_linear=0 shrinkage=0.000439788 Tree=3637 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.83961 8.50251 threshold=-0.28286499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025765400003141585 -0.0013007875430349999 0.013586027898992829 leaf_weight=4.9992856428725636 134.5620363111957 22.513001173269004 leaf_count=46 1988 245 internal_value=0 0.000834278 internal_weight=0 157.075 internal_count=2279 2233 is_linear=0 shrinkage=0.0224292 Tree=3638 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.5608 8.20141 threshold=-0.28286499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025280312778198439 -0.0012718070251098398 0.013408015414272209 leaf_weight=4.9815011083264826 134.54206080705626 22.302888911101036 leaf_count=46 1988 245 internal_value=0 0.000816998 internal_weight=0 156.845 internal_count=2279 2233 is_linear=0 shrinkage=0.0224292 Tree=3639 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=6.17696 8.10922 7.19834 threshold=0.091785000000000019 -0.098124999999999976 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046772248579538315 -0.00018236614456516468 -3.3797649140386669e-05 0.00015378103274237329 leaf_weight=9.3250510566285794 15.235517265857196 76.776216357713565 64.097244968870655 leaf_count=168 242 1318 551 internal_value=0 -8.08864e-05 8.91971e-05 internal_weight=0 86.1013 79.3328 internal_count=2279 1486 793 is_linear=0 shrinkage=0.000439788 Tree=3640 num_leaves=4 num_cat=0 split_feature=131 401 15 split_gain=8.69889 5.31322 3.23554 threshold=0.08956500000000002 0.08481000000000001 -0.10981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0674882906673625e-05 0.00012442389272341686 -0.00035758699567253088 -0.00048456939678703109 leaf_weight=144.21554057102185 2.0310957781039169 7.1361536231124765 9.7570055835531075 leaf_count=1799 57 175 257 internal_value=0 1.23257e-05 -0.000379608 internal_weight=0 151.352 11.7881 internal_count=2288 1974 314 is_linear=0 shrinkage=0.000439788 Tree=3641 num_leaves=4 num_cat=0 split_feature=131 47 15 split_gain=8.61531 5.42464 3.16108 threshold=0.08956500000000002 0.12431000000000002 -0.10981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018000816266692857 0.0063520008455420843 -0.017251519423839175 -0.024846627777542457 leaf_weight=139.62761237667291 1.9674136599060137 7.9273678055033079 9.4221897644456458 leaf_count=1916 57 58 257 internal_value=0 0.000774438 -0.0194558 internal_weight=0 147.555 11.3896 internal_count=2288 1974 314 is_linear=0 shrinkage=0.0224292 Tree=3642 num_leaves=4 num_cat=0 split_feature=131 49 15 split_gain=8.49994 5.34553 3.4397 threshold=0.08956500000000002 -0.14917999999999998 -0.11051499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028541193039541832 0.00015034189219303564 -9.1506243120916737e-06 -0.00047993910325245501 leaf_weight=13.011745364405213 2.012420206796377 139.24182999829645 9.7353905559284595 leaf_count=62 56 1912 258 internal_value=0 1.60556e-05 -0.000371902 internal_weight=0 152.254 11.7478 internal_count=2288 1974 314 is_linear=0 shrinkage=0.000439788 Tree=3643 num_leaves=4 num_cat=0 split_feature=131 401 15 split_gain=8.34363 5.22514 3.08828 threshold=0.08956500000000002 0.08481000000000001 -0.10981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016912499676167599 0.0062321964049114331 -0.018312100358588608 -0.024665604972997589 leaf_weight=140.76900186171406 1.9643092115875322 6.8717876184964544 9.2820398787152936 leaf_count=1799 57 175 257 internal_value=0 0.000757967 -0.0192675 internal_weight=0 147.641 11.2463 internal_count=2288 1974 314 is_linear=0 shrinkage=0.0224292 Tree=3644 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=6.66746 11.0411 8.21011 threshold=0.10114000000000002 0.091305000000000011 -0.23177499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012164792843200592 -0.018926580468429106 -0.028713966507652049 0.0093278893503569299 leaf_weight=93.694969569143723 5.7679255567491046 7.9521079529658882 48.884737551445141 leaf_count=1553 37 157 536 internal_value=0 -0.00337267 0.0063404 internal_weight=0 101.647 54.6527 internal_count=2283 1710 573 is_linear=0 shrinkage=0.0224292 Tree=3645 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=6.38826 10.7802 7.8498 threshold=0.10114000000000002 0.091305000000000011 -0.23177499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011895059868866674 -0.018437815215312806 -0.028586782609450169 0.0091515670710432297 leaf_weight=93.671145233995048 5.7882990501821032 7.8100231741555026 48.711376622435637 leaf_count=1553 37 157 536 internal_value=0 -0.00330299 0.00621592 internal_weight=0 101.481 54.4997 internal_count=2283 1710 573 is_linear=0 shrinkage=0.0224292 Tree=3646 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=7.22246 10.5489 7.22708 threshold=0.10114000000000002 0.091305000000000011 -0.23177499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8479934890380967e-05 -0.0003303999728491317 -0.00055799637976521055 0.00018188027297997105 leaf_weight=95.550712133263005 5.9438569582998744 7.8577376318862653 49.982105878996663 leaf_count=1553 37 157 536 internal_value=0 -6.88121e-05 0.000127341 internal_weight=0 103.408 55.926 internal_count=2283 1710 573 is_linear=0 shrinkage=0.000439788 Tree=3647 num_leaves=4 num_cat=0 split_feature=43 13 150 split_gain=6.2838 8.97098 8.5813 threshold=-0.074459999999999985 0.10809000000000001 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0086718717899143573 -0.0053446669518325187 0.021373561820696305 -0.02001028059892189 leaf_weight=52.778658204624662 90.367579366051359 6.7786877050530157 5.8085553641431025 leaf_count=829 1339 34 81 internal_value=0 -0.00347648 0.00582262 internal_weight=0 97.1463 58.5872 internal_count=2283 1373 910 is_linear=0 shrinkage=0.0224292 Tree=3648 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=4.84198 8.22614 7.05346 threshold=0.10098000000000001 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0056583209393754027 0.0070819320410866965 0.026267742025864512 -0.017146756646432372 leaf_weight=93.663653548952425 48.110457976581529 4.2252779938280574 6.8944243201985946 leaf_count=1652 536 15 52 internal_value=0 -0.00427541 0.00404016 internal_weight=0 97.8889 55.0049 internal_count=2255 1667 588 is_linear=0 shrinkage=0.0224292 Tree=3649 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=5.59251 7.85926 6.38807 threshold=0.10098000000000001 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011159801899792109 0.00014377844323839727 0.00049984448696809654 -0.00030066288521563993 leaf_weight=95.595161276927684 49.363479318562895 4.2278067469596854 7.1440946515649548 leaf_count=1652 536 15 52 internal_value=0 -8.56109e-05 8.75064e-05 internal_weight=0 99.823 56.5076 internal_count=2255 1667 588 is_linear=0 shrinkage=0.000439788 Tree=3650 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=4.94137 7.77691 7.01643 threshold=0.10098000000000001 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010856376164231477 0.00013765535841548374 0.0004946734663678682 -0.00032898998265991147 leaf_weight=96.867912669142243 49.717335393419489 4.2990131415426722 7.1064044116064897 leaf_count=1652 536 15 52 internal_value=0 -8.28411e-05 7.92056e-05 internal_weight=0 101.167 56.8237 internal_count=2255 1667 588 is_linear=0 shrinkage=0.000439788 Tree=3651 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=4.64985 7.87131 4.893 threshold=0.10098000000000001 1.0000000180025095e-35 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055380993785852624 0.0083932449144063399 0.025741527258849439 -0.0061398666208546436 leaf_weight=93.619135316315806 38.219848056323826 4.2112815268337718 16.747201883699745 leaf_count=1652 413 15 175 internal_value=0 -0.00418685 0.00396474 internal_weight=0 97.8304 54.967 internal_count=2255 1667 588 is_linear=0 shrinkage=0.0224292 Tree=3652 num_leaves=4 num_cat=0 split_feature=0 3 2 split_gain=9.24418 9.64743 6.96412 threshold=-0.062294999999999996 0.076825000000000018 0.08826500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011540144777962145 0.013342550716344157 -0.011767422641089098 -8.5940461201154653e-05 leaf_weight=44.726997504476458 33.186633854405954 10.004066161578519 66.22458477987675 leaf_count=972 352 87 856 internal_value=0 0.00752381 -0.00470457 internal_weight=0 43.1907 110.952 internal_count=2267 439 1828 is_linear=0 shrinkage=0.0224292 Tree=3653 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=8.84924 9.37765 6.96195 threshold=-0.062294999999999996 -0.074459999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013425059408540621 0.019811725763382308 -0.001419215868839352 -0.0010216593086080942 leaf_weight=32.002548454649514 17.835791248246096 25.285286740516312 78.769975178875029 leaf_count=1024 152 287 804 internal_value=0 0.00736723 -0.00460674 internal_weight=0 43.1211 110.773 internal_count=2267 439 1828 is_linear=0 shrinkage=0.0224292 Tree=3654 num_leaves=4 num_cat=0 split_feature=0 15 2 split_gain=8.47554 9.27277 6.74736 threshold=-0.062294999999999996 -1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011271562792151713 0.021150648183524825 -0.00055680116039946497 3.0892990610282756e-05 leaf_weight=44.431890916021075 15.400139430304987 27.65254777460359 66.06045306881424 leaf_count=972 197 242 856 internal_value=0 0.00721398 -0.00451528 internal_weight=0 43.0527 110.492 internal_count=2267 439 1828 is_linear=0 shrinkage=0.0224292 Tree=3655 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=8.23185 8.98808 8.05939 threshold=-0.062294999999999996 -0.074459999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026769322858605221 0.00037853621594431338 -2.6226301143348216e-05 -8.699525533025281e-06 leaf_weight=32.67254295386374 18.06657232879661 25.668470922042616 80.372024945681915 leaf_count=1024 152 287 804 internal_value=0 0.00014107 -8.35874e-05 internal_weight=0 43.735 113.045 internal_count=2267 439 1828 is_linear=0 shrinkage=0.000439788 Tree=3656 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=8.45078 7.03392 threshold=-0.24870499999999998 -0.10080499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020121456798191203 0.02972908661949546 0.00015089938699449718 leaf_weight=10.176964110229163 4.1475846185348919 138.13096375216264 leaf_count=118 103 2059 internal_value=0 0.00101701 internal_weight=0 142.279 internal_count=2280 2162 is_linear=0 shrinkage=0.0224292 Tree=3657 num_leaves=3 num_cat=0 split_feature=43 457 split_gain=7.83281 6.46083 threshold=-0.24870499999999998 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038033832899847769 -2.3190840654592887e-05 0.00022874632742086881 leaf_weight=10.231799546629189 122.20884438219946 23.448535003699362 leaf_count=118 1988 174 internal_value=0 1.73917e-05 internal_weight=0 145.657 internal_count=2280 2162 is_linear=0 shrinkage=0.000439788 Tree=3658 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=8.10448 6.7216 threshold=-0.24870499999999998 -0.10080499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019755366538516943 0.029054096656402906 0.0001453537936742147 leaf_weight=10.127910861978306 4.1491067532770094 138.19176290067844 leaf_count=118 103 2059 internal_value=0 0.000991801 internal_weight=0 142.341 internal_count=2280 2162 is_linear=0 shrinkage=0.0224292 Tree=3659 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=7.78279 6.42436 threshold=-0.24870499999999998 -0.10080499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019407295364401448 0.028403490958615191 0.00014209440536205677 leaf_weight=10.079219798324628 4.1493887014803468 138.19148955185665 leaf_count=118 103 2059 internal_value=0 0.000969643 internal_weight=0 142.341 internal_count=2280 2162 is_linear=0 shrinkage=0.0224292 Tree=3660 num_leaves=3 num_cat=0 split_feature=1374 474 split_gain=6.58856 4.76595 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024175594040289423 -0.022926749172977493 0.0020204879866285177 leaf_weight=5.251153619028627 3.9400715127121648 142.93682915982208 leaf_count=45 90 2152 internal_value=0 0.00134837 internal_weight=0 146.877 internal_count=2287 2242 is_linear=0 shrinkage=0.0224292 Tree=3661 num_leaves=3 num_cat=0 split_feature=1374 481 split_gain=5.93014 5.45481 threshold=-0.094929999999999987 -0.039559999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044255306603309429 -0.00041663908870741246 4.2745112403177266e-05 leaf_weight=5.3652398446574798 5.1566769059572826 146.72214872817858 leaf_count=45 237 2005 internal_value=0 2.70974e-05 internal_weight=0 151.879 internal_count=2287 2242 is_linear=0 shrinkage=0.000439788 Tree=3662 num_leaves=3 num_cat=0 split_feature=1374 481 split_gain=6.26634 5.1683 threshold=-0.094929999999999987 -0.039559999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023530472802260224 -0.02124817191210274 0.0021029235608697162 leaf_weight=5.2697414821013799 4.9148922975582527 142.0100843765249 leaf_count=45 237 2005 internal_value=0 0.00131913 internal_weight=0 146.925 internal_count=2287 2242 is_linear=0 shrinkage=0.0224292 Tree=3663 num_leaves=3 num_cat=0 split_feature=1374 481 split_gain=5.97216 4.98868 threshold=-0.094929999999999987 -0.039559999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022934066634105917 -0.021010979468444022 0.0020557155840923366 leaf_weight=5.2858242597430936 4.8597375487152012 142.01332261264906 leaf_count=45 237 2005 internal_value=0 0.00128985 internal_weight=0 146.873 internal_count=2287 2242 is_linear=0 shrinkage=0.0224292 Tree=3664 num_leaves=4 num_cat=0 split_feature=130 4 40 split_gain=5.73687 6.05186 1.16221 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018388706659343407 -0.0037403270928697886 0.0012689606566983578 -0.026308684800415729 leaf_weight=8.3383526871912164 1.4891484789550302 137.51042504637735 5.095570346544263 leaf_count=115 17 1849 284 internal_value=0 0.000142848 -0.0212304 internal_weight=0 145.849 6.58472 internal_count=2265 1964 301 is_linear=0 shrinkage=0.0224292 Tree=3665 num_leaves=4 num_cat=0 split_feature=130 4 40 split_gain=5.58094 5.80953 1.16308 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018061688848609779 -0.0036575317784819411 0.001240527260897974 -0.026288511508097221 leaf_weight=8.2997030601836723 1.489134056959301 137.50775645975955 4.9863480616186271 leaf_count=115 17 1849 284 internal_value=0 0.000139579 -0.0211102 internal_weight=0 145.807 6.47548 internal_count=2265 1964 301 is_linear=0 shrinkage=0.0224292 Tree=3666 num_leaves=4 num_cat=0 split_feature=130 4 40 split_gain=5.42876 5.5762 1.16366 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017738105539336978 -0.0035765465346754839 0.0012127297057616358 -0.026268365978639067 leaf_weight=8.2623328506015223 1.4891293030232189 137.50519738672301 4.8794648849288924 leaf_count=115 17 1849 284 internal_value=0 0.000136384 -0.020989 internal_weight=0 145.768 6.36859 internal_count=2265 1964 301 is_linear=0 shrinkage=0.0224292 Tree=3667 num_leaves=4 num_cat=0 split_feature=130 457 40 split_gain=5.28024 5.43268 1.16395 threshold=1.0000000180025095e-35 0.080930000000000016 -0.072504999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017748160726158324 -0.0034973328279327472 0.0099595548518811531 -0.026248220762182761 leaf_weight=122.04564412788022 1.4891336043365297 23.683301780838519 4.7748758439120129 leaf_count=1800 17 164 284 internal_value=0 0.000133263 -0.0208667 internal_weight=0 145.729 6.26401 internal_count=2265 1964 301 is_linear=0 shrinkage=0.0224292 Tree=3668 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=6.38262 5.87992 2.62899 threshold=-0.084489999999999996 0.12879500000000002 0.10364000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059418421900607823 5.5655633821172232e-05 -0.0003367307245655988 -7.3164414034336607e-05 leaf_weight=4.4491649465053333 140.48047280608444 7.7773084802320218 3.2354806531220675 leaf_count=142 1999 63 30 internal_value=0 3.50311e-05 -0.000375543 internal_weight=0 148.258 7.68465 internal_count=2234 2062 172 is_linear=0 shrinkage=0.000439788 Tree=3669 num_leaves=4 num_cat=0 split_feature=157 48 52 split_gain=6.4163 6.3194 2.55705 threshold=-0.084489999999999996 0.12879500000000002 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0064597989692741654 0.002840597422091134 -0.018030396829710221 -0.032588033864484549 leaf_weight=3.8045779005042277 137.75782175577478 7.6874995637626844 3.7372228109161361 leaf_count=85 1999 63 87 internal_value=0 0.00173524 -0.0194568 internal_weight=0 145.445 7.5418 internal_count=2234 2062 172 is_linear=0 shrinkage=0.0224292 Tree=3670 num_leaves=4 num_cat=0 split_feature=157 48 52 split_gain=6.18473 6.03439 2.53366 threshold=-0.084489999999999996 0.12879500000000002 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063183330583367224 0.0027767916408388041 -0.017607595067876302 -0.032447390676321852 leaf_weight=3.8029632794787176 137.76284205878619 7.69589262685622 3.6700761825195505 leaf_count=85 1999 63 87 internal_value=0 0.00169613 -0.0192005 internal_weight=0 145.459 7.47304 internal_count=2234 2062 172 is_linear=0 shrinkage=0.0224292 Tree=3671 num_leaves=4 num_cat=0 split_feature=52 12 48 split_gain=5.97618 9.11538 8.08642 threshold=0.069620000000000015 0.091750000000000012 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051537944435912344 0.014455187370199437 -0.010057523636563178 -0.026637258962661906 leaf_weight=106.76968922000378 29.540276062121848 10.272507532499729 6.2953139434976029 leaf_count=1431 493 260 50 internal_value=0 0.00812862 -0.00197406 internal_weight=0 39.8128 113.065 internal_count=2234 753 1481 is_linear=0 shrinkage=0.0224292 Tree=3672 num_leaves=4 num_cat=0 split_feature=1 151 1 split_gain=5.87421 9.15501 7.64999 threshold=1.0000000180025095e-35 0.13982000000000003 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0062078617979498896 0.027580357633493154 0.028938680165079743 0.0038216652943660911 leaf_weight=50.291019306620001 7.3123437229078254 4.0079544708132735 97.502315304096555 leaf_count=1173 42 15 1047 internal_value=0 -0.00360434 0.0054839 internal_weight=0 54.299 104.815 internal_count=2277 1188 1089 is_linear=0 shrinkage=0.0224292 Tree=3673 num_leaves=4 num_cat=0 split_feature=1 151 1 split_gain=5.61779 8.74725 7.2997 threshold=1.0000000180025095e-35 0.13982000000000003 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006082724198828238 0.026936530629834015 0.028253137466097106 0.0037382877622095657 leaf_weight=50.176153569191229 7.3195625182706854 4.0135258734226218 97.442414171557175 leaf_count=1173 42 15 1047 internal_value=0 -0.0035306 0.00536373 internal_weight=0 54.1897 104.762 internal_count=2277 1188 1089 is_linear=0 shrinkage=0.0224292 Tree=3674 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=5.90204 9.25361 6.87217 threshold=1.0000000180025095e-35 -0.084059999999999982 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002917937073914656 0.00051276975790765205 7.4119131589715537e-05 7.4420262690153791e-05 leaf_weight=22.190199600503547 7.4149653088534242 33.56141511342139 99.731571844778955 leaf_count=583 42 605 1047 internal_value=0 -7.15711e-05 0.000104842 internal_weight=0 55.7516 107.147 internal_count=2277 1188 1089 is_linear=0 shrinkage=0.000439788 Tree=3675 num_leaves=4 num_cat=0 split_feature=1 4 1 split_gain=5.37759 8.41941 6.95864 threshold=1.0000000180025095e-35 -0.076519999999999991 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066967576293912659 0.02629597446128943 -0.011161530464082338 0.0036577411816606591 leaf_weight=23.335178170644213 7.3277334641898042 30.775792875268962 97.428051109716762 leaf_count=458 42 730 1047 internal_value=0 -0.00346056 0.0052458 internal_weight=0 54.111 104.756 internal_count=2277 1188 1089 is_linear=0 shrinkage=0.0224292 Tree=3676 num_leaves=3 num_cat=0 split_feature=456 39 split_gain=5.35511 4.4168 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038808155136240975 -0.00035725665064913138 3.9847538709519945e-05 leaf_weight=4.7979851602576664 7.3598241296131155 147.82191328384215 leaf_count=45 133 2096 internal_value=0 2.63477e-05 internal_weight=0 152.62 internal_count=2274 2141 is_linear=0 shrinkage=0.000439788 Tree=3677 num_leaves=3 num_cat=0 split_feature=456 156 split_gain=5.61049 4.30411 threshold=0.087015000000000023 0.090100000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025472696490200257 -0.018833962769763471 -0.012524151497529723 leaf_weight=138.14302353619132 7.1307907849550238 10.219965130963827 leaf_count=1949 133 192 internal_value=0 0.0015076 internal_weight=0 148.363 internal_count=2274 2141 is_linear=0 shrinkage=0.0224292 Tree=3678 num_leaves=3 num_cat=0 split_feature=456 39 split_gain=5.37494 4.53672 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020205536280105213 -0.018460493069062521 0.0021832375105641641 leaf_weight=4.6831213498953721 7.1124759684316805 143.660192246316 leaf_count=45 133 2096 internal_value=0 0.00147393 internal_weight=0 148.343 internal_count=2274 2141 is_linear=0 shrinkage=0.0224292 Tree=3679 num_leaves=3 num_cat=0 split_feature=456 39 split_gain=5.14837 4.32888 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019715030658505217 -0.018091369541375388 0.0021341238153306007 leaf_weight=4.6923536211252204 7.0953983973013228 143.67029565619305 leaf_count=45 133 2096 internal_value=0 0.00144064 internal_weight=0 148.363 internal_count=2274 2141 is_linear=0 shrinkage=0.0224292 Tree=3680 num_leaves=3 num_cat=0 split_feature=454 1374 split_gain=5.33597 7.52594 threshold=1.0000000180025095e-35 0.08926000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001439516315393204 0.021491837428102879 -0.027846801687110463 leaf_weight=144.90489570972568 6.3616711292415848 4.5338654862716785 leaf_count=2209 28 45 internal_value=0 0.000547547 internal_weight=0 149.439 internal_count=2282 2254 is_linear=0 shrinkage=0.0224292 Tree=3681 num_leaves=3 num_cat=0 split_feature=14 454 split_gain=5.21609 4.7698 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012932303001155791 -0.020948695735002437 0.021188969354625255 leaf_weight=144.33571789288544 5.0746178935514754 6.3087513130158177 leaf_count=2181 73 28 internal_value=0 0.00212901 internal_weight=0 150.644 internal_count=2282 2209 is_linear=0 shrinkage=0.0224292 Tree=3682 num_leaves=3 num_cat=0 split_feature=454 1374 split_gain=5.06804 7.11396 threshold=1.0000000180025095e-35 0.08926000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7789517425167987e-05 0.00041047556209819534 -0.00052895054400407522 leaf_weight=148.29134696294204 6.3849308583885422 4.5569709427654734 leaf_count=2209 28 45 internal_value=0 1.11271e-05 internal_weight=0 152.848 internal_count=2282 2254 is_linear=0 shrinkage=0.000439788 Tree=3683 num_leaves=3 num_cat=0 split_feature=14 11 split_gain=5.01239 4.67451 threshold=0.076175000000000007 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029183426037419154 -0.020609372010202489 -0.016569593297698134 leaf_weight=144.2120430960058 5.0427529576409134 6.4509188886731854 leaf_count=2141 73 68 internal_value=0 0.00208194 internal_weight=0 150.663 internal_count=2282 2209 is_linear=0 shrinkage=0.0224292 Tree=3684 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=6.37542 8.67975 1.2162 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041575996167949773 -0.0088413642357043441 0.024063131666930089 -0.027223233730270743 leaf_weight=136.92301774308726 3.1645778784295535 8.261731217382474 4.296477121533826 leaf_count=1988 97 89 85 internal_value=0 0.0017644 -0.0194691 internal_weight=0 145.185 7.46105 internal_count=2259 2077 182 is_linear=0 shrinkage=0.0224292 Tree=3685 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=6.41561 7.64923 1.23742 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4308485398195548e-06 -0.00017299819750690886 0.00043900967524307361 -0.00053347555666086166 leaf_weight=139.6295662058692 3.2343619671883053 8.4864776919130218 4.3402050943113863 leaf_count=1988 97 89 85 internal_value=0 3.40975e-05 -0.000380373 internal_weight=0 148.116 7.57457 internal_count=2259 2077 182 is_linear=0 shrinkage=0.000439788 Tree=3686 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=6.16525 8.23887 1.21669 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040768227525889058 -0.0086729366536548204 0.023397227371403595 -0.027147921375298294 leaf_weight=136.97416880592937 3.1553668838459989 8.2993502776371297 4.2135400787228718 leaf_count=1988 97 89 85 internal_value=0 0.00172396 -0.0192798 internal_weight=0 145.274 7.36891 internal_count=2259 2077 182 is_linear=0 shrinkage=0.0224292 Tree=3687 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=5.96098 7.83914 1.21648 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039854241556311543 -0.0085073558735692459 0.022781165954068216 -0.027074024769762142 leaf_weight=136.97319912015519 3.1451196525013065 8.3327380297705513 4.1312560952501372 leaf_count=1988 97 89 85 internal_value=0 0.00168492 -0.0190921 internal_weight=0 145.306 7.27638 internal_count=2259 2077 182 is_linear=0 shrinkage=0.0224292 Tree=3688 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.57505 8.05678 threshold=1.0000000180025095e-35 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8450883529011047e-05 -0.00051774082999684842 0.00025375791960449457 leaf_weight=132.45942377159372 5.6075767939910284 21.146633574739099 leaf_count=2003 56 250 internal_value=0 1.80344e-06 internal_weight=0 153.606 internal_count=2309 2253 is_linear=0 shrinkage=0.000439788 Tree=3689 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.46015 7.96901 threshold=1.0000000180025095e-35 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9461227142777406e-05 -0.00051150005202114685 0.00025089805157975896 leaf_weight=134.71347485945444 5.6996514359489074 21.132888522930443 leaf_count=2003 56 250 internal_value=0 -6.23716e-08 internal_weight=0 155.846 internal_count=2309 2253 is_linear=0 shrinkage=0.000439788 Tree=3690 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.46687 8.22091 threshold=1.0000000180025095e-35 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.0840503419626625e-05 -0.00051476383655004202 0.00025447100129116432 leaf_weight=132.2154862091993 5.6347278351895502 21.129382072947919 leaf_count=2003 56 250 internal_value=0 -1.22931e-07 internal_weight=0 153.345 internal_count=2309 2253 is_linear=0 shrinkage=0.000439788 Tree=3691 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.71947 8.45079 threshold=1.0000000180025095e-35 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1017529182381492e-05 -0.00052159357567714993 0.00025615127066003972 leaf_weight=133.55988930296735 5.66668572789058 21.466806518379599 leaf_count=2003 56 250 internal_value=0 1.58404e-07 internal_weight=0 155.027 internal_count=2309 2253 is_linear=0 shrinkage=0.000439788 Tree=3692 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=7.71371 7.64533 threshold=-0.11377999999999998 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057222466819033529 0.00054133703032395138 -4.4055508170438293e-06 leaf_weight=4.4468497485795515 5.1220790431834748 144.77695559823769 leaf_count=121 60 2051 internal_value=0 1.43091e-05 internal_weight=0 149.899 internal_count=2232 2111 is_linear=0 shrinkage=0.000439788 Tree=3693 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=7.94986 7.73556 threshold=-0.11377999999999998 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029945705763485379 0.027931096923535782 -0.00026100521089735662 leaf_weight=4.362699916411656 5.05241451319307 141.68844768026611 leaf_count=121 60 2051 internal_value=0 0.00071318 internal_weight=0 146.741 internal_count=2232 2111 is_linear=0 shrinkage=0.0224292 Tree=3694 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=7.63434 7.34354 threshold=-0.11377999999999998 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029415182116065502 0.027126554218009188 -0.00025515308870815041 leaf_weight=4.3423465038067652 5.085762907518073 141.68777910046629 leaf_count=121 60 2051 internal_value=0 0.000697039 internal_weight=0 146.774 internal_count=2232 2111 is_linear=0 shrinkage=0.0224292 Tree=3695 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=7.18242 7.08389 threshold=-0.11377999999999998 -0.15817999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055338384909847833 0.00027481578081218805 -2.1935499382191841e-05 leaf_weight=4.4433440787834106 17.599947925191373 133.03665997710777 leaf_count=121 133 1978 internal_value=0 1.27665e-05 internal_weight=0 150.637 internal_count=2232 2111 is_linear=0 shrinkage=0.000439788 Tree=3696 num_leaves=4 num_cat=0 split_feature=403 403 39 split_gain=6.11975 12.5538 6.10999 threshold=0.092660000000000006 0.10160500000000001 0.084155000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049208537841512363 0.044327916042408474 -0.0055629166595298025 0.0091511172548706162 leaf_weight=125.21951475966489 4.2284135916270298 6.2922039492987096 17.700632586842403 leaf_count=1861 33 150 240 internal_value=0 0.014533 -0.00317705 internal_weight=0 10.5206 142.92 internal_count=2284 183 2101 is_linear=0 shrinkage=0.0224292 Tree=3697 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=6.11514 7.8214 threshold=0.15251000000000001 0.094520000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3956732548994271e-05 0.00028891148019460498 -0.00028867270286561767 leaf_weight=122.66744090069551 10.459855244029312 23.94165700324811 leaf_count=2030 115 139 internal_value=0 -5.88503e-05 internal_weight=0 146.609 internal_count=2284 2169 is_linear=0 shrinkage=0.000439788 Tree=3698 num_leaves=4 num_cat=0 split_feature=403 403 39 split_gain=5.81456 11.7489 5.85768 threshold=0.092660000000000006 0.10160500000000001 0.084155000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048080523680417526 0.042585402688923739 -0.0054648215573190329 0.0089953208749099997 leaf_weight=125.23299402763951 4.3007363057695311 6.2745825024321675 17.627147793537006 leaf_count=1861 33 150 240 internal_value=0 0.0141176 -0.00310391 internal_weight=0 10.5753 142.86 internal_count=2284 183 2101 is_linear=0 shrinkage=0.0224292 Tree=3699 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=5.79127 8.24847 threshold=0.15251000000000001 0.094520000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00064468167580621777 0.01446049058438644 -0.015154234461026138 leaf_weight=119.60376151611854 10.175746572902424 23.580769787309691 leaf_count=2030 115 139 internal_value=0 -0.00303593 internal_weight=0 143.185 internal_count=2284 2169 is_linear=0 shrinkage=0.0224292 Tree=3700 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=5.55655 7.55823 threshold=0.12879500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.027624480865482613 -0.019916266066858958 -0.00073709531881479867 leaf_weight=4.87378891929984 7.2175686212140127 139.4297297053854 leaf_count=17 61 2199 internal_value=0 0.000224332 internal_weight=0 144.304 internal_count=2277 2216 is_linear=0 shrinkage=0.0224292 Tree=3701 num_leaves=3 num_cat=0 split_feature=9 150 split_gain=5.61073 5.01291 threshold=-1.0000000180025095e-35 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044456247485875889 0.00037822236632775979 -4.5274892358886227e-05 leaf_weight=4.9722179571399456 5.597379630431532 144.31122201416292 leaf_count=77 21 2179 internal_value=0 -2.94159e-05 internal_weight=0 149.909 internal_count=2277 2200 is_linear=0 shrinkage=0.000439788 Tree=3702 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=5.57512 5.30033 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044548647946983903 -8.1871696746277768e-06 -0.00039207239617104674 leaf_weight=4.9751573646208263 143.39916644908953 7.2920831806841298 leaf_count=77 2142 58 internal_value=0 -2.6811e-05 internal_weight=0 150.691 internal_count=2277 2200 is_linear=0 shrinkage=0.000439788 Tree=3703 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=5.37337 5.15291 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022548570763987637 -0.00053325077307698533 -0.020058472680196972 leaf_weight=4.8153964197263113 139.67629046444199 7.128626679419539 leaf_count=77 2142 58 internal_value=0 -0.00148385 internal_weight=0 146.805 internal_count=2277 2200 is_linear=0 shrinkage=0.0224292 Tree=3704 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=6.77648 6.08156 threshold=0.062655000000000016 -0.15480499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028196321555214209 -0.00047217062792252246 2.2472017531030252e-06 leaf_weight=16.828203708631918 5.3050685328780665 139.66279125926667 leaf_count=132 78 2092 internal_value=0 3.23571e-05 internal_weight=0 156.491 internal_count=2302 2224 is_linear=0 shrinkage=0.000439788 Tree=3705 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=8.01759 6.33588 threshold=0.076175000000000007 -0.15480499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028567435743951985 -0.00053770232029249211 -1.2584519615625665e-06 leaf_weight=16.642415201757103 4.9572868057875885 139.55654566353769 leaf_count=132 77 2093 internal_value=0 2.93443e-05 internal_weight=0 156.199 internal_count=2302 2225 is_linear=0 shrinkage=0.000439788 Tree=3706 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=7.92263 6.0639 threshold=0.076175000000000007 -0.15480499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028136089494501412 -0.00053452305696204041 3.8985995964303044e-07 leaf_weight=16.607947023119777 4.9364151565532657 139.51804099316359 leaf_count=132 77 2093 internal_value=0 3.0309e-05 internal_weight=0 156.126 internal_count=2302 2225 is_linear=0 shrinkage=0.000439788 Tree=3707 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=7.90798 6.10554 threshold=0.076175000000000007 -0.15480499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014460752613560848 -0.027594263291366678 -3.789914149545691e-05 leaf_weight=16.340945944190025 4.8255772531556422 136.71678933712246 leaf_count=132 77 2093 internal_value=0 0.00151163 internal_weight=0 153.058 internal_count=2302 2225 is_linear=0 shrinkage=0.0224292 Tree=3708 num_leaves=4 num_cat=0 split_feature=480 1 13 split_gain=6.52696 5.06053 0.436591 threshold=0.08598500000000002 0.13554500000000003 -0.074129999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070599008269815234 -0.015423516586901866 0.019955308430944708 -0.029695248733025606 leaf_weight=146.19145518707228 1.7532719525624996 7.1904124788707113 3.1378748388087834 leaf_count=1988 100 120 73 internal_value=0 0.00161075 -0.0246593 internal_weight=0 153.382 4.89115 internal_count=2281 2108 173 is_linear=0 shrinkage=0.0224292 Tree=3709 num_leaves=4 num_cat=0 split_feature=50 15 47 split_gain=6.1642 7.00511 2.09993 threshold=0.10647500000000001 -0.39235499999999995 0.11069000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044390673053970337 -0.0004573413299410924 1.7129417257179032e-05 9.3884599643161864e-06 leaf_weight=7.8223269958980373 6.7549731938343012 144.89919440078666 2.5715187317691743 leaf_count=139 211 1896 35 internal_value=0 3.90415e-05 -0.000328897 internal_weight=0 152.722 9.32649 internal_count=2281 2035 246 is_linear=0 shrinkage=0.000439788 Tree=3710 num_leaves=4 num_cat=0 split_feature=483 1 2 split_gain=5.12162 4.37919 2.29763 threshold=0.088070000000000009 0.13130500000000003 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074592498068541929 -0.026807689566913064 0.01668929203698611 -0.0029274659050881674 leaf_weight=140.73823178585735 4.6426983182318491 9.216679517994633 3.5952615796704777 leaf_count=1927 167 139 48 internal_value=0 0.00172785 -0.0164166 internal_weight=0 149.955 8.23796 internal_count=2281 2066 215 is_linear=0 shrinkage=0.0224292 Tree=3711 num_leaves=4 num_cat=0 split_feature=480 1 13 split_gain=6.33511 4.95929 0.444479 threshold=0.08598500000000002 0.13554500000000003 -0.074664999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2447584537024542e-05 -0.00029659823803950566 0.00038531210232546111 -0.00057681957039795913 leaf_weight=148.5338316106936 1.7932427025516515 7.2163727371953419 3.1256041615561108 leaf_count=1988 99 120 74 internal_value=0 2.97686e-05 -0.000476202 internal_weight=0 155.75 4.91885 internal_count=2281 2108 173 is_linear=0 shrinkage=0.000439788 Tree=3712 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=5.19509 6.76685 threshold=0.17126500000000003 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012261918059850493 0.0004186234606495186 7.2693122849311131e-05 leaf_weight=51.176921280362876 6.1867763372138134 104.00005630642409 leaf_count=1176 27 1060 internal_value=0 8.27252e-06 internal_weight=0 155.177 internal_count=2263 2236 is_linear=0 shrinkage=0.000439788 Tree=3713 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=5.14232 5.74877 threshold=0.17126500000000003 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0057263412813042293 0.021430381973682699 0.0035612897402501884 leaf_weight=49.967907978716539 6.1270719529129556 101.79766753286822 leaf_count=1176 27 1060 internal_value=0 0.000503057 internal_weight=0 151.766 internal_count=2263 2236 is_linear=0 shrinkage=0.0224292 Tree=3714 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.95315 5.50227 threshold=0.17126500000000003 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0056109160167222977 0.021101227458176285 0.0034830899022318747 leaf_weight=49.853729766298784 6.0838677429128429 101.74963722995017 leaf_count=1176 27 1060 internal_value=0 0.000492258 internal_weight=0 151.603 internal_count=2263 2236 is_linear=0 shrinkage=0.0224292 Tree=3715 num_leaves=3 num_cat=0 split_feature=1 50 split_gain=5.10055 5.77089 threshold=0.13849500000000003 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7041925307264401e-05 0.00035516346638892225 -0.00032930600928722363 leaf_weight=142.94301618961617 8.4822138422168774 9.346610164124284 leaf_count=1921 105 237 internal_value=0 5.13292e-06 internal_weight=0 152.29 internal_count=2263 2158 is_linear=0 shrinkage=0.000439788 Tree=3716 num_leaves=3 num_cat=0 split_feature=1212 480 split_gain=5.1776 5.39192 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004683075983533456 2.0122868123678919e-05 -0.00041922700669084627 leaf_weight=4.5920088185230261 151.81510560504103 5.58293508918723 leaf_count=175 1948 184 internal_value=0 4.4901e-06 internal_weight=0 157.398 internal_count=2307 2132 is_linear=0 shrinkage=0.000439788 Tree=3717 num_leaves=3 num_cat=0 split_feature=1212 483 split_gain=5.00388 5.2974 threshold=-1.0000000180025095e-35 0.086625000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023853149545903521 0.001139868808507418 -0.018464625465056596 leaf_weight=4.4518424562411374 147.15957837695896 7.2576641975319935 leaf_count=175 1909 223 internal_value=0 0.000216282 internal_weight=0 154.417 internal_count=2307 2132 is_linear=0 shrinkage=0.0224292 Tree=3718 num_leaves=3 num_cat=0 split_feature=1212 1429 split_gain=5.22121 5.40077 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046800814474999927 -0.00045463284854551088 1.6881186342896151e-05 leaf_weight=4.6764592044055453 4.8268144434550768 154.37875422468642 leaf_count=175 121 2011 internal_value=0 2.53297e-06 internal_weight=0 159.206 internal_count=2307 2132 is_linear=0 shrinkage=0.000439788 Tree=3719 num_leaves=3 num_cat=0 split_feature=1212 480 split_gain=5.18644 5.36629 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046830236122112005 2.0456349589859755e-05 -0.00041621865239353816 leaf_weight=4.5895016975700846 153.33591712603811 5.6243010955804484 leaf_count=175 1948 184 internal_value=0 4.95787e-06 internal_weight=0 158.96 internal_count=2307 2132 is_linear=0 shrinkage=0.000439788 Tree=3720 num_leaves=3 num_cat=0 split_feature=11 483 split_gain=5.31331 4.58285 threshold=0.087830000000000005 0.086625000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0035145761375552252 -0.015789589272971818 -0.013994715933573909 leaf_weight=139.36253355962981 8.3619463528739271 7.9304000031552269 leaf_count=1951 87 212 internal_value=0 0.00257017 internal_weight=0 147.293 internal_count=2250 2163 is_linear=0 shrinkage=0.0224292 Tree=3721 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=5.49174 4.52556 threshold=0.13999000000000003 -0.10653 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010630836446577726 0.00029915438601205244 -5.3577749215847178e-05 leaf_weight=54.431013241468463 13.454556089127435 92.233141344739124 leaf_count=335 133 1782 internal_value=0 5.7664e-06 internal_weight=0 146.664 internal_count=2250 2117 is_linear=0 shrinkage=0.000439788 Tree=3722 num_leaves=4 num_cat=0 split_feature=42 1 124 split_gain=5.18548 6.37839 6.10626 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019064491745714014 0.020777962394693036 0.0033323775396410541 0.0020051664621413977 leaf_weight=12.569285288016546 9.3761220029555243 12.995900107081978 120.77114219087525 leaf_count=458 146 180 1466 internal_value=0 -0.00768519 0.00336045 internal_weight=0 25.5652 130.147 internal_count=2250 638 1612 is_linear=0 shrinkage=0.0224292 Tree=3723 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=5.78765 4.25468 threshold=0.13999000000000003 -0.10653 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010279383099291177 0.00030488659379560419 -5.2892978623563568e-05 leaf_weight=54.033237964380533 13.595024737529455 91.274069780993159 leaf_count=335 133 1782 internal_value=0 5.00582e-06 internal_weight=0 145.307 internal_count=2250 2117 is_linear=0 shrinkage=0.000439788 Tree=3724 num_leaves=4 num_cat=0 split_feature=403 160 13 split_gain=5.61553 6.44285 1.52915 threshold=0.093800000000000008 -0.24843499999999996 -0.091149999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025624830856720335 -0.0050147513368830002 0.0017653568726142045 -0.027398330170354906 leaf_weight=4.4341434633242889 2.3375633570831269 144.75771855004132 4.5116312516620374 leaf_count=173 53 1929 124 internal_value=0 0.000948116 -0.0197942 internal_weight=0 149.192 6.84919 internal_count=2279 2102 177 is_linear=0 shrinkage=0.0224292 Tree=3725 num_leaves=4 num_cat=0 split_feature=403 160 133 split_gain=5.6927 6.63627 1.30402 threshold=0.093800000000000008 -0.24843499999999996 -0.14813999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050131056826182804 -0.0001321492534999335 3.2549637505800262e-05 -0.00052679607047996329 leaf_weight=4.62347229241277 2.5353334227111191 150.42130010551773 4.5437709435354909 leaf_count=173 57 1929 120 internal_value=0 1.657e-05 -0.000386192 internal_weight=0 155.045 7.0791 internal_count=2279 2102 177 is_linear=0 shrinkage=0.000439788 Tree=3726 num_leaves=4 num_cat=0 split_feature=403 160 13 split_gain=5.44088 6.27546 1.52274 threshold=0.093800000000000008 -0.24843499999999996 -0.091149999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025558562637847077 -0.0049079165641733816 0.0017237319714623809 -0.027324591671250262 leaf_weight=4.350268178881378 2.3349584185052663 144.86027715570526 4.4260858250781885 leaf_count=173 53 1929 124 internal_value=0 0.000925142 -0.0196185 internal_weight=0 149.211 6.76104 internal_count=2279 2102 177 is_linear=0 shrinkage=0.0224292 Tree=3727 num_leaves=4 num_cat=0 split_feature=403 160 13 split_gain=5.26992 6.10944 1.51488 threshold=0.093800000000000008 -0.24843499999999996 -0.091149999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025494599064915458 -0.0048066191118805784 0.0016851312859339628 -0.02725290349652219 leaf_weight=4.2643807535059741 2.3311375929042697 144.85550324787619 4.3392235141945994 leaf_count=173 53 1929 124 internal_value=0 0.000904708 -0.0194446 internal_weight=0 149.12 6.67036 internal_count=2279 2102 177 is_linear=0 shrinkage=0.0224292 Tree=3728 num_leaves=3 num_cat=0 split_feature=147 42 split_gain=7.14736 7.50314 threshold=0.08598500000000002 0.091735000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4608647847844487e-05 0.00029835863183630694 -0.00023723136123699905 leaf_weight=120.058730891702 16.175510358531028 23.458985478268005 leaf_count=1680 115 470 internal_value=0 -9.85116e-06 internal_weight=0 143.518 internal_count=2265 2150 is_linear=0 shrinkage=0.000439788 Tree=3729 num_leaves=3 num_cat=0 split_feature=147 42 split_gain=6.67507 7.51385 threshold=0.08598500000000002 0.091735000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017259717016904679 0.01486886983093489 -0.012358240084208284 leaf_weight=116.93403263366781 15.651630018837748 22.745848308608402 leaf_count=1680 115 470 internal_value=0 -0.000568915 internal_weight=0 139.68 internal_count=2265 2150 is_linear=0 shrinkage=0.0224292 Tree=3730 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=6.6548 7.42318 threshold=0.08598500000000002 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033843824602473741 0.00029021113782756036 2.1561444152471745e-05 leaf_weight=12.079802614054641 15.982805123087017 131.31361618675874 leaf_count=255 115 1895 internal_value=0 -8.8068e-06 internal_weight=0 143.393 internal_count=2265 2150 is_linear=0 shrinkage=0.000439788 Tree=3731 num_leaves=3 num_cat=0 split_feature=147 42 split_gain=6.84316 7.63048 threshold=0.08598500000000002 0.091735000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3265100776595179e-05 0.00029045654080841663 -0.00023815306847141127 leaf_weight=121.28909372750786 16.101510464213789 23.977673281216994 leaf_count=1680 115 470 internal_value=0 -1.15605e-05 internal_weight=0 145.267 internal_count=2265 2150 is_linear=0 shrinkage=0.000439788 Tree=3732 num_leaves=3 num_cat=0 split_feature=11 1375 split_gain=5.73577 6.48922 threshold=0.081790000000000015 -0.029589999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016982214046842945 -0.014012915064321447 0.00379515369303088 leaf_weight=7.9868778684176496 11.187451721139949 136.45944064945797 leaf_count=96 120 2023 internal_value=0 0.00264422 internal_weight=0 144.446 internal_count=2239 2119 is_linear=0 shrinkage=0.0224292 Tree=3733 num_leaves=3 num_cat=0 split_feature=11 148 split_gain=5.48256 6.45805 threshold=0.081790000000000015 -0.084064999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023452639663344342 -0.013702106348196956 0.0034480919580809565 leaf_weight=4.6195386452600351 11.185063673037801 139.82941350805049 leaf_count=53 120 2066 internal_value=0 0.00258481 internal_weight=0 144.449 internal_count=2239 2119 is_linear=0 shrinkage=0.0224292 Tree=3734 num_leaves=3 num_cat=0 split_feature=454 1374 split_gain=5.17598 5.63861 threshold=-1.0000000180025095e-35 -0.035729999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041150293007563278 -0.00044088782554751278 5.2434175271022691e-05 leaf_weight=5.1048642294481388 4.5997527176514259 150.53331734215317 leaf_count=52 46 2141 internal_value=0 3.77545e-05 internal_weight=0 155.133 internal_count=2239 2187 is_linear=0 shrinkage=0.000439788 Tree=3735 num_leaves=3 num_cat=0 split_feature=1374 148 split_gain=5.44332 6.09078 threshold=-0.035729999999999991 -0.084064999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022893457094104799 -0.022996598174563204 0.0029078750137255267 leaf_weight=4.4951371606439343 4.6940535986796013 146.53073858444986 leaf_count=46 54 2139 internal_value=0 0.00210099 internal_weight=0 151.225 internal_count=2239 2193 is_linear=0 shrinkage=0.0224292 Tree=3736 num_leaves=4 num_cat=0 split_feature=42 42 376 split_gain=7.02283 6.15571 3.78572 threshold=-1.0000000180025095e-35 0.10273000000000002 0.088235000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028887891827255056 6.2479679430329363e-05 -0.00025216632637162678 0.00025161359087130764 leaf_weight=21.395487575646261 121.66825696834712 13.325967637239954 2.8238608725368968 leaf_count=630 1427 238 9 internal_value=0 3.13881e-05 -0.000225712 internal_weight=0 134.994 24.2193 internal_count=2304 1665 639 is_linear=0 shrinkage=0.000439788 Tree=3737 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=7.07601 8.67796 threshold=-0.094929999999999987 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027296364233601895 -0.0016951798913764601 0.014082245643501032 leaf_weight=4.7615543166175476 130.82482073191204 20.233175530098379 leaf_count=40 2107 157 internal_value=0 0.00041961 internal_weight=0 151.058 internal_count=2304 2264 is_linear=0 shrinkage=0.0224292 Tree=3738 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=6.77974 8.95054 5.96542 threshold=-1.0000000180025095e-35 0.10846000000000001 0.10273000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039189123380870472 6.0939822674779713e-05 0.00019540659412282984 -0.00024830811879159736 leaf_weight=17.279057072330037 122.27873877165257 7.0568329198285928 13.366224326542577 leaf_count=585 1427 54 238 internal_value=0 -0.000221569 3.04364e-05 internal_weight=0 24.3359 135.645 internal_count=2304 639 1665 is_linear=0 shrinkage=0.000439788 Tree=3739 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=6.73463 8.32039 threshold=-0.094929999999999987 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026578798100119285 -0.0016572661921758166 0.013808742330771713 leaf_weight=4.7798201870173207 130.87627723766491 20.180427133804187 leaf_count=40 2107 157 internal_value=0 0.0004104 internal_weight=0 151.057 internal_count=2304 2264 is_linear=0 shrinkage=0.0224292 Tree=3740 num_leaves=4 num_cat=0 split_feature=403 457 1 split_gain=5.25058 4.07158 0.0956173 threshold=-0.092224999999999988 0.088350000000000026 0.088875000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045870429816060519 5.8921323627161454e-06 0.00023040729568208748 -0.00031647911850057214 leaf_weight=3.6684303623624137 141.16034889753792 17.548100157640874 1.5063567198812959 leaf_count=203 1888 121 45 internal_value=0 3.07411e-05 -0.000418619 internal_weight=0 158.708 5.17479 internal_count=2257 2009 248 is_linear=0 shrinkage=0.000439788 Tree=3741 num_leaves=4 num_cat=0 split_feature=403 453 1 split_gain=5.02492 4.05669 0.081175 threshold=-0.092224999999999988 1.0000000180025095e-35 0.088770000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023364655423643261 0.0024575503604829813 -0.0146866146706367 -0.01642655955511205 leaf_weight=3.4518091720528892 146.93995657656342 7.2687337659299365 1.4437524261884389 leaf_count=202 1947 62 46 internal_value=0 0.00164773 -0.0213903 internal_weight=0 154.209 4.89556 internal_count=2257 2009 248 is_linear=0 shrinkage=0.0224292 Tree=3742 num_leaves=4 num_cat=0 split_feature=403 457 1 split_gain=5.01533 4.04569 0.105865 threshold=-0.092224999999999988 0.088350000000000026 0.088875000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045770677303567898 6.1990997932046729e-06 0.00022988225925773154 -0.00030713849406697883 leaf_weight=3.5465387809672384 140.95858054512064 17.571923420531675 1.4645518548786638 leaf_count=203 1888 121 45 internal_value=0 3.10174e-05 -0.000415034 internal_weight=0 158.531 5.01109 internal_count=2257 2009 248 is_linear=0 shrinkage=0.000439788 Tree=3743 num_leaves=4 num_cat=0 split_feature=403 453 1 split_gain=4.88295 3.87833 0.0846548 threshold=-0.092224999999999988 1.0000000180025095e-35 0.088735000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023340678353567301 0.0024011288818636322 -0.014356592708125181 -0.016250543928969956 leaf_weight=3.3728914833627632 147.0194110662851 7.2733979094773522 1.4369246847927568 leaf_count=201 1947 62 47 internal_value=0 0.00160949 -0.0212951 internal_weight=0 154.293 4.80982 internal_count=2257 2009 248 is_linear=0 shrinkage=0.0224292 Tree=3744 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=5.38446 5.33499 threshold=0.08926000000000002 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3084536889950068e-05 -0.00043400929391705623 -0.00036337124204249442 leaf_weight=149.45524855452823 5.5716338362544766 7.2248480981215826 leaf_count=2043 51 191 internal_value=0 5.22215e-06 internal_weight=0 156.68 internal_count=2285 2234 is_linear=0 shrinkage=0.000439788 Tree=3745 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=5.56199 5.10312 threshold=0.08926000000000002 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011933252259552394 -0.022688247404049056 -0.018326494626927144 leaf_weight=145.85217864120204 5.4696649182587853 7.0449080923572174 leaf_count=2043 51 191 internal_value=0 0.000291751 internal_weight=0 152.897 internal_count=2285 2234 is_linear=0 shrinkage=0.0224292 Tree=3746 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=5.33474 4.92436 threshold=0.08926000000000002 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011665712940632184 -0.022257664399041813 -0.018101325348185992 leaf_weight=145.85118837218033 5.4510074658319345 6.9736140882014288 leaf_count=2043 51 191 internal_value=0 0.000285198 internal_weight=0 152.825 internal_count=2285 2234 is_linear=0 shrinkage=0.0224292 Tree=3747 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=5.11612 4.75112 threshold=0.08926000000000002 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011404168795573089 -0.021832475614066229 -0.017875781579262302 leaf_weight=145.85026153200306 5.4331007432192555 6.9042466227547257 leaf_count=2043 51 191 internal_value=0 0.00027879 internal_weight=0 152.755 internal_count=2285 2234 is_linear=0 shrinkage=0.0224292 Tree=3748 num_leaves=4 num_cat=0 split_feature=0 2 3 split_gain=4.72797 9.34955 7.71804 threshold=-0.060199999999999997 0.089765000000000025 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087829478466989637 0.013190893554795542 0.0042440709646976108 -0.0092029456691331713 leaf_weight=47.48025237370166 31.283767905901186 66.52655035915086 10.271614713827146 leaf_count=1093 319 754 90 internal_value=0 -0.00118184 0.00765392 internal_weight=0 114.007 41.5554 internal_count=2256 1847 409 is_linear=0 shrinkage=0.0224292 Tree=3749 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=4.95392 10.3556 7.22879 threshold=-0.060199999999999997 1.0000000180025095e-35 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022962862312643305 0.0002551966604785691 5.9828619928534339e-05 -0.00016507764543635548 leaf_weight=33.523681204998866 32.145177241996862 83.184112625283888 10.484933994943274 leaf_count=1035 319 812 90 internal_value=0 -2.33404e-05 0.000151802 internal_weight=0 116.708 42.6301 internal_count=2256 1847 409 is_linear=0 shrinkage=0.000439788 Tree=3750 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=4.53015 9.33523 7.38411 threshold=-0.060199999999999997 1.0000000180025095e-35 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011297290815616732 0.012925756205921306 0.002909515273674731 -0.00896887315801396 leaf_weight=32.582218260795344 31.218970166402869 81.258356563659618 10.29041738109663 leaf_count=1035 319 812 90 internal_value=0 -0.00115782 0.00749632 internal_weight=0 113.841 41.5094 internal_count=2256 1847 409 is_linear=0 shrinkage=0.0224292 Tree=3751 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=4.35151 14.9162 6.78814 threshold=-0.10075499999999998 -0.081224999999999978 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013617708762883421 -0.018187483130615741 0.002724633250359446 -0.0069945468357767134 leaf_weight=27.595797110814601 20.912184667366091 95.191409717459464 11.323649806465253 leaf_count=204 760 1161 131 internal_value=0 -0.00104436 0.00762006 internal_weight=0 116.104 38.9194 internal_count=2256 1921 335 is_linear=0 shrinkage=0.0224292 Tree=3752 num_leaves=4 num_cat=0 split_feature=15 15 13 split_gain=6.47867 9.02144 5.11984 threshold=0.091545000000000015 0.088235000000000022 -0.073574999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014004007733578571 0.002678346105549431 0.025119166109099852 -0.023792510254458384 leaf_weight=128.39480174527853 6.359990787197602 8.5891303517855686 8.6788665537023899 leaf_count=1726 145 157 213 internal_value=0 0.0028909 -0.0126087 internal_weight=0 136.984 15.0389 internal_count=2241 1883 358 is_linear=0 shrinkage=0.0224292 Tree=3753 num_leaves=4 num_cat=0 split_feature=159 15 16 split_gain=6.42323 5.80761 2.25372 threshold=-0.032739999999999991 0.091545000000000015 -0.15475999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.6842870032526633e-05 7.8203910137251625e-05 -0.00021773325494495741 -0.00044584251414879733 leaf_weight=1.8607328321668317 133.57353967858944 14.169549474783706 7.1032766748394334 leaf_count=25 1666 279 271 internal_value=0 4.97971e-05 -0.000333226 internal_weight=0 147.743 8.96401 internal_count=2241 1945 296 is_linear=0 shrinkage=0.000439788 Tree=3754 num_leaves=4 num_cat=0 split_feature=15 15 13 split_gain=6.20936 8.44279 4.95667 threshold=0.091545000000000015 0.088235000000000022 -0.073574999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013719670726941534 0.0026201950849391417 0.024151431967721092 -0.02346591662978189 leaf_weight=128.45644234068459 6.3672071080654851 8.7233562525943835 8.6020911174127814 leaf_count=1726 145 157 213 internal_value=0 0.00282369 -0.012381 internal_weight=0 137.18 14.9693 internal_count=2241 1883 358 is_linear=0 shrinkage=0.0224292 Tree=3755 num_leaves=4 num_cat=0 split_feature=159 42 16 split_gain=6.62914 4.9608 2.25799 threshold=-0.032739999999999991 -1.0000000180025095e-35 -0.15475999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4298606325453831e-05 -0.0001276622012041071 8.7014130405269581e-05 -0.00044973271772396901 leaf_weight=1.8505408001947214 25.074081235885387 122.26220092808944 7.1505637699447089 leaf_count=25 586 1359 271 internal_value=0 5.04681e-05 -0.000337922 internal_weight=0 147.336 9.0011 internal_count=2241 1945 296 is_linear=0 shrinkage=0.000439788 Tree=3756 num_leaves=4 num_cat=0 split_feature=131 15 150 split_gain=5.87076 6.64668 5.66099 threshold=0.084390000000000007 -0.15721499999999997 0.090735000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7927224631700996e-06 0.00042425891619717168 -0.00037788114684014502 0.00024880392847335714 leaf_weight=122.32783579919487 2.3318512609694144 13.377067542052826 18.884063478559256 leaf_count=1749 45 312 168 internal_value=0 -0.00025844 2.4818e-05 internal_weight=0 15.7089 141.212 internal_count=2274 357 1917 is_linear=0 shrinkage=0.000439788 Tree=3757 num_leaves=4 num_cat=0 split_feature=131 15 150 split_gain=5.83131 6.61112 5.74703 threshold=0.084390000000000007 -0.15721499999999997 0.090735000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0398111127731679e-05 0.0004234450971951844 -0.00037576698078717032 0.00025040779335585244 leaf_weight=122.89142663549865 2.3346531139686695 13.461204131308476 18.82866073329933 leaf_count=1749 45 312 168 internal_value=0 -0.000257274 2.42811e-05 internal_weight=0 15.7959 141.72 internal_count=2274 357 1917 is_linear=0 shrinkage=0.000439788 Tree=3758 num_leaves=4 num_cat=0 split_feature=131 15 150 split_gain=5.74601 6.5971 5.73589 threshold=0.084390000000000007 -0.15721499999999997 0.090735000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0311758431289866e-05 0.00042421183614437679 -0.0003719145591291097 0.00024978675119826835 leaf_weight=123.38705578788358 2.346733787097036 13.573596242291385 18.893057717708871 leaf_count=1749 45 312 168 internal_value=0 -0.000254194 2.4255e-05 internal_weight=0 15.9203 142.28 internal_count=2274 357 1917 is_linear=0 shrinkage=0.000439788 Tree=3759 num_leaves=4 num_cat=0 split_feature=131 15 150 split_gain=5.90202 6.56589 5.69352 threshold=0.084390000000000007 -0.15721499999999997 0.090735000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8060379612093262e-06 0.00042330849604664517 -0.0003780987645723953 0.00024992309844909522 leaf_weight=122.1389642967406 2.3045236703474066 13.338775924639775 18.822996445698664 leaf_count=1749 45 312 168 internal_value=0 -0.000259666 2.49054e-05 internal_weight=0 15.6433 140.962 internal_count=2274 357 1917 is_linear=0 shrinkage=0.000439788 Tree=3760 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=4.71463 5.06775 threshold=0.088215000000000002 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004642824014605826 -0.00035063213114611933 -9.9543559098818917e-06 leaf_weight=4.4755044230259946 7.5852560449857256 143.6513118261646 leaf_count=31 85 2173 internal_value=0 4.43222e-06 internal_weight=0 148.127 internal_count=2289 2204 is_linear=0 shrinkage=0.000439788 Tree=3761 num_leaves=4 num_cat=0 split_feature=457 403 2 split_gain=4.4384 6.09845 5.04804 threshold=0.080930000000000016 0.03138500000000001 0.090725000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3278061726391289e-05 -7.6414467876433388e-05 0.00020871591154754269 0.00032984576685339166 leaf_weight=115.67033892207837 10.301999771734701 15.694999154191462 13.855670052114872 leaf_count=1860 91 247 91 internal_value=0 -4.83665e-05 0.000156673 internal_weight=0 131.365 24.1577 internal_count=2289 2107 182 is_linear=0 shrinkage=0.000439788 Tree=3762 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=4.64221 5.03365 threshold=0.088215000000000002 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02354017508175027 -0.018063025897047769 -0.0006351078064193241 leaf_weight=4.4513039481826118 7.4150248267687848 140.74573637107096 leaf_count=31 85 2173 internal_value=0 0.000109031 internal_weight=0 145.197 internal_count=2289 2204 is_linear=0 shrinkage=0.0224292 Tree=3763 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=4.44306 4.80324 threshold=0.088215000000000002 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022975467497294733 -0.017682486196982369 -0.00062087574720460614 leaf_weight=4.4588007028214625 7.4052333787549278 140.7432478442206 leaf_count=31 85 2173 internal_value=0 0.000106635 internal_weight=0 145.202 internal_count=2289 2204 is_linear=0 shrinkage=0.0224292 Tree=3764 num_leaves=4 num_cat=0 split_feature=155 483 43 split_gain=3.97925 4.1589 1.11162 threshold=0.088610000000000008 0.086625000000000021 -0.071309999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029424302216019427 -0.0067750869440351101 -0.014316441010194185 -0.028299414277698793 leaf_weight=143.06529618287459 2.2453295380109921 7.3677728266047771 2.6308538892189963 leaf_count=1878 62 215 82 internal_value=0 0.00209543 -0.0184532 internal_weight=0 150.433 4.87618 internal_count=2237 2093 144 is_linear=0 shrinkage=0.0224292 Tree=3765 num_leaves=4 num_cat=0 split_feature=403 403 160 split_gain=3.90832 12.1224 5.15419 threshold=0.092660000000000006 0.10160500000000001 -0.25833999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023736407468715706 0.044423016301082266 -0.0055007237649802743 0.0012140153046892453 leaf_weight=4.2729871700284994 4.1165839037857932 5.98289958370151 140.85063879922382 leaf_count=170 31 149 1887 internal_value=0 0.0148938 0.000476355 internal_weight=0 10.0995 145.124 internal_count=2237 180 2057 is_linear=0 shrinkage=0.0224292 Tree=3766 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.89959 5.93953 threshold=-0.089609999999999981 0.089365000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016290510156012711 0.0010613511790935983 0.021399064622032851 leaf_weight=6.0166185768321148 141.58092486613896 7.5934579179156563 leaf_count=47 2122 68 internal_value=0 0.00209921 internal_weight=0 149.174 internal_count=2237 2190 is_linear=0 shrinkage=0.0224292 Tree=3767 num_leaves=4 num_cat=0 split_feature=155 483 43 split_gain=3.82209 3.97541 1.10402 threshold=0.088610000000000008 0.086625000000000021 -0.071309999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028135124210841803 -0.0066520785502644777 -0.014081581897767554 -0.028212672413721482 leaf_weight=142.93885488499654 2.2381014722632244 7.3485741744807447 2.5817062101268666 leaf_count=1878 62 215 82 internal_value=0 0.00198571 -0.0182667 internal_weight=0 150.287 4.81981 internal_count=2237 2093 144 is_linear=0 shrinkage=0.0224292 Tree=3768 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=6.03818 6.75545 threshold=0.086470000000000005 0.055020000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2075646959628054e-05 0.0002992119857618733 -0.00055222131139537984 leaf_weight=143.6090632417181 11.683832434937356 4.6034722104668608 leaf_count=2196 82 30 internal_value=0 -2.89215e-05 internal_weight=0 148.213 internal_count=2308 2226 is_linear=0 shrinkage=0.000439788 Tree=3769 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=6.03128 14.0312 11.8562 threshold=-0.0043649999999999991 -0.082064999999999985 0.090740000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015122667793486817 0.014890089376814261 -0.0047559992062235924 0.0023096704388873572 leaf_weight=32.092283773832605 34.114208943123231 39.381466404767707 50.474720137804979 leaf_count=663 476 638 531 internal_value=0 0.00436455 -0.00446789 internal_weight=0 73.4957 82.567 internal_count=2308 1114 1194 is_linear=0 shrinkage=0.0224292 Tree=3770 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=5.90176 6.66553 threshold=0.086470000000000005 0.055020000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2387455036063403e-05 0.00029596275277586539 -0.00054915525586898752 leaf_weight=143.60615698345646 11.631790384184567 4.5994040332734576 leaf_count=2196 82 30 internal_value=0 -2.91141e-05 internal_weight=0 148.206 internal_count=2308 2226 is_linear=0 shrinkage=0.000439788 Tree=3771 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=5.76262 13.3735 11.423 threshold=-0.0043649999999999991 -0.082064999999999985 0.090740000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014876200069617127 0.014519392340947394 -0.0046491983995530584 0.0022655513565940795 leaf_weight=31.905667652870761 34.189972567546647 39.382372413238045 50.469919049326563 leaf_count=663 476 638 531 internal_value=0 0.00426014 -0.00437569 internal_weight=0 73.5723 82.3756 internal_count=2308 1114 1194 is_linear=0 shrinkage=0.0224292 Tree=3772 num_leaves=4 num_cat=0 split_feature=480 401 13 split_gain=5.689 5.57564 0.531244 threshold=0.084710000000000021 0.087110000000000007 -0.077259999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4017239140192898e-05 -0.00024366098771565854 -0.00035383693821305207 -0.00054123334622827783 leaf_weight=148.65348479602835 1.9348376600537447 6.4252439249539739 3.0890005194523829 leaf_count=1912 89 184 75 internal_value=0 4.66632e-05 -0.000427985 internal_weight=0 155.079 5.02384 internal_count=2260 2096 164 is_linear=0 shrinkage=0.000439788 Tree=3773 num_leaves=4 num_cat=0 split_feature=401 403 2 split_gain=5.17079 6.09213 1.07041 threshold=0.087110000000000007 0.092660000000000006 0.091185000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013961434578133123 -0.02550652547428206 0.02279852080648416 -0.006427976297359402 leaf_weight=143.98988855298376 3.9140515731414771 6.9978960531298062 2.3976068794727325 leaf_count=1977 130 95 58 internal_value=0 0.00239085 -0.0183004 internal_weight=0 150.988 6.31166 internal_count=2260 2072 188 is_linear=0 shrinkage=0.0224292 Tree=3774 num_leaves=4 num_cat=0 split_feature=480 401 13 split_gain=5.6351 5.43856 0.533575 threshold=0.084710000000000021 0.087110000000000007 -0.076349999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1922825762767322e-05 -0.00024563423638262615 -0.00035165154462449082 -0.00054211968449646871 leaf_weight=149.29064052790636 1.9855307850521056 6.3951814415631807 3.0552790848014402 leaf_count=1912 91 184 73 internal_value=0 4.48932e-05 -0.000426704 internal_weight=0 155.686 5.04081 internal_count=2260 2096 164 is_linear=0 shrinkage=0.000439788 Tree=3775 num_leaves=4 num_cat=0 split_feature=484 150 156 split_gain=4.63695 8.4206 4.93954 threshold=-0.0048499999999999993 0.097210000000000005 0.091255000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020922971275350893 0.0038465608620432742 0.021495788299324171 -0.012227535395051137 leaf_weight=10.205475237307835 133.74016762379324 3.0416374187916508 10.344085413555147 leaf_count=362 1707 13 178 internal_value=0 -0.0111664 0.0026911 internal_weight=0 13.2471 144.084 internal_count=2260 375 1885 is_linear=0 shrinkage=0.0224292 Tree=3776 num_leaves=3 num_cat=0 split_feature=454 4 split_gain=4.39221 6.13151 threshold=-1.0000000180025095e-35 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020228119966774673 -0.00065441435134658504 0.012362534671347578 leaf_weight=4.9507843025494358 127.280672615394 21.223268343950622 leaf_count=56 1968 260 internal_value=0 0.00120724 internal_weight=0 148.504 internal_count=2284 2228 is_linear=0 shrinkage=0.0224292 Tree=3777 num_leaves=4 num_cat=0 split_feature=52 403 3 split_gain=4.35854 5.51991 4.6311 threshold=-0.049384999999999991 -1.0000000180025095e-35 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027364695958946631 -0.017655217241426033 -0.00051012114436543529 0.02064760087224532 leaf_weight=48.078415812633466 10.592724212940082 86.051560356892878 8.5370334873441589 leaf_count=618 483 1124 59 internal_value=0 -0.00239243 0.00544334 internal_weight=0 96.6443 56.6154 internal_count=2284 1607 677 is_linear=0 shrinkage=0.0224292 Tree=3778 num_leaves=4 num_cat=0 split_feature=52 403 3 split_gain=4.17201 5.34698 4.48678 threshold=-0.049384999999999991 -1.0000000180025095e-35 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002675370987633814 -0.017458175289870776 -0.00049869127096007935 0.020374403458175497 leaf_weight=48.07390657524229 10.473581780883249 86.049998880029307 8.4586073926184309 leaf_count=618 483 1124 59 internal_value=0 -0.00234202 0.00532955 internal_weight=0 96.5236 56.5325 internal_count=2284 1607 677 is_linear=0 shrinkage=0.0224292 Tree=3779 num_leaves=4 num_cat=0 split_feature=4 159 3 split_gain=4.52985 7.3037 4.75678 threshold=0.27190000000000009 0.10493500000000001 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0035801458143302e-07 0.0003140652158558005 -0.00052184713210610121 -0.00010895942649301583 leaf_weight=126.41790297476109 16.830069596995603 5.3988674084539516 7.3874015144538125 leaf_count=1884 182 127 91 internal_value=0 -2.18299e-05 0.00018504 internal_weight=0 131.817 24.2175 internal_count=2284 2011 273 is_linear=0 shrinkage=0.000439788 Tree=3780 num_leaves=4 num_cat=0 split_feature=403 403 4 split_gain=6.01079 8.32332 6.05906 threshold=0.092660000000000006 0.10160500000000001 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018631495307832903 0.039816103716262062 -0.0014823371747102959 4.5098158103645113e-05 leaf_weight=9.3368968423455936 4.3957608620403317 5.5274486535345204 132.40755861136131 leaf_count=131 29 147 1962 internal_value=0 0.0168533 -0.0011875 internal_weight=0 9.92321 141.744 internal_count=2269 176 2093 is_linear=0 shrinkage=0.0224292 Tree=3781 num_leaves=4 num_cat=0 split_feature=403 403 4 split_gain=4.93687 7.61916 5.81304 threshold=0.092660000000000006 0.10160500000000001 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003554151627604189 0.00071618248587598126 -4.5029255773103867e-05 5.0739865472015587e-07 leaf_weight=9.477728871162979 4.5470516139175725 5.7357934068422765 135.59945157394395 leaf_count=131 29 147 1962 internal_value=0 0.00029228 -2.27883e-05 internal_weight=0 10.2828 145.077 internal_count=2269 176 2093 is_linear=0 shrinkage=0.000439788 Tree=3782 num_leaves=3 num_cat=0 split_feature=454 4 split_gain=5.02134 6.39039 threshold=-1.0000000180025095e-35 0.15891500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044232017322916041 -3.3687713281237037e-05 0.00018381809576567185 leaf_weight=4.7778443680144838 117.34904171066592 33.587943366845138 leaf_count=53 1890 326 internal_value=0 1.47309e-05 internal_weight=0 150.937 internal_count=2269 2216 is_linear=0 shrinkage=0.000439788 Tree=3783 num_leaves=4 num_cat=0 split_feature=403 403 4 split_gain=5.68026 7.78957 5.81667 threshold=0.092660000000000006 0.10160500000000001 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018291531574712513 0.038314985653764545 -0.0014757197861911659 4.5622191934980047e-05 leaf_weight=9.294866794254629 4.4588764728978258 5.5303195334272459 132.53303623222746 leaf_count=131 29 147 1962 internal_value=0 0.0163249 -0.00115843 internal_weight=0 9.9892 141.828 internal_count=2269 176 2093 is_linear=0 shrinkage=0.0224292 Tree=3784 num_leaves=4 num_cat=0 split_feature=133 484 0 split_gain=7.10895 7.22592 0.466438 threshold=-0.25159999999999993 -0.0048499999999999993 -0.10209999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068862759724528625 -0.00030397168264161174 5.0428904338157886e-05 -0.00040039321425494254 leaf_weight=2.0256187248742208 12.043113121530039 143.56828855068306 2.6083798166364422 leaf_count=31 349 1793 106 internal_value=0 2.29671e-05 -0.000528695 internal_weight=0 155.611 4.634 internal_count=2279 2142 137 is_linear=0 shrinkage=0.000439788 Tree=3785 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=7.02919 6.74158 0.444983 threshold=-0.25159999999999993 -0.0048499999999999993 -0.099434999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034859822821194257 -0.015205050782531114 0.0024901666182316658 -0.020369623553412059 leaf_weight=2.0909114996902645 11.712213975726625 141.16418704864918 2.4283514587150412 leaf_count=30 349 1793 107 internal_value=0 0.00113277 -0.0271922 internal_weight=0 152.876 4.51926 internal_count=2279 2142 137 is_linear=0 shrinkage=0.0224292 Tree=3786 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=6.82468 6.47023 0.440984 threshold=-0.25159999999999993 -0.0048499999999999993 -0.093959999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.03467217704457623 -0.014942554937890236 0.0024343563864438096 -0.020139462883918914 leaf_weight=2.0688238833099604 11.651680166949516 141.16220833137049 2.3788967893342479 leaf_count=31 349 1793 106 internal_value=0 0.00110771 -0.0270185 internal_weight=0 152.814 4.44772 internal_count=2279 2142 137 is_linear=0 shrinkage=0.0224292 Tree=3787 num_leaves=4 num_cat=0 split_feature=133 43 0 split_gain=6.64523 6.44283 0.484874 threshold=-0.25159999999999993 0.12486500000000002 -0.10209999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068581655364971235 -1.0022055755370944e-06 0.00037287520318331327 -0.00038788529001162342 leaf_weight=1.9501759599370414 147.11240695213201 9.4706312448251975 2.5476258127600877 leaf_count=31 2084 58 106 internal_value=0 2.16538e-05 -0.000519416 internal_weight=0 156.583 4.4978 internal_count=2279 2142 137 is_linear=0 shrinkage=0.000439788 Tree=3788 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=5.04535 5.65303 threshold=0.081365000000000007 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047287822330949181 -0.00027757482454550506 1.1970984206249455e-05 leaf_weight=5.3246675361879161 11.167731490248114 139.71358795562992 leaf_count=31 128 2114 internal_value=0 2.89519e-05 internal_weight=0 145.038 internal_count=2273 2145 is_linear=0 shrinkage=0.000439788 Tree=3789 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=4.89203 5.43437 threshold=0.081365000000000007 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046232394719289925 -0.00027243857888456443 1.1667429166819843e-05 leaf_weight=5.3525687069632104 11.257507483445805 141.70112978717953 leaf_count=31 128 2114 internal_value=0 2.81286e-05 internal_weight=0 147.054 internal_count=2273 2145 is_linear=0 shrinkage=0.000439788 Tree=3790 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=5.01723 5.51005 threshold=0.081365000000000007 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046885102121547952 -0.00027368208269568176 1.3973432295910259e-05 leaf_weight=5.3275882569141677 11.269130665314149 140.46060235553887 leaf_count=31 128 2114 internal_value=0 3.06554e-05 internal_weight=0 145.788 internal_count=2273 2145 is_linear=0 shrinkage=0.000439788 Tree=3791 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=4.86683 5.51395 threshold=0.081365000000000007 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046682907331961837 -0.00027122999807720319 1.1778104792405479e-05 leaf_weight=5.326769119128584 11.274140991910825 140.80679221882019 leaf_count=31 128 2114 internal_value=0 2.84242e-05 internal_weight=0 146.134 internal_count=2273 2145 is_linear=0 shrinkage=0.000439788 Tree=3792 num_leaves=4 num_cat=0 split_feature=48 0 48 split_gain=6.29657 9.67625 7.98013 threshold=0.092805000000000012 -0.12851999999999997 0.10713500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013294125565617337 0.00039072154045564759 -0.00013938132809355178 -5.7189516593186757e-05 leaf_weight=34.775282769696787 14.726316361455249 91.864455936709419 16.077374638727633 leaf_count=245 127 1780 137 internal_value=0 -6.45928e-05 0.000157053 internal_weight=0 126.64 30.8037 internal_count=2289 2025 264 is_linear=0 shrinkage=0.000439788 Tree=3793 num_leaves=4 num_cat=0 split_feature=48 0 43 split_gain=6.77974 9.83977 8.07451 threshold=0.092805000000000012 -0.12851999999999997 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013194426131399076 0.00041491688554874732 -0.00014365346634284868 -3.9600698511911053e-05 leaf_weight=34.616424686973915 13.648426785599442 90.595135099458275 16.909504349081544 leaf_count=245 131 1780 133 internal_value=0 -6.74523e-05 0.000163538 internal_weight=0 125.212 30.5579 internal_count=2289 2025 264 is_linear=0 shrinkage=0.000439788 Tree=3794 num_leaves=4 num_cat=0 split_feature=48 0 43 split_gain=6.732 10.1134 8.23925 threshold=0.092805000000000012 -0.12851999999999997 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001354300948376237 0.00041779287745150951 -0.00014322736904216719 -4.1023789746556112e-05 leaf_weight=34.822482802555896 13.658390754135327 90.941451825055992 16.94593589467695 leaf_count=245 131 1780 133 internal_value=0 -6.60617e-05 0.000163874 internal_weight=0 125.764 30.6043 internal_count=2289 2025 264 is_linear=0 shrinkage=0.000439788 Tree=3795 num_leaves=4 num_cat=0 split_feature=48 0 43 split_gain=6.63073 9.59781 8.48205 threshold=0.092805000000000012 -0.12851999999999997 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066514428019753546 0.02160531383013085 -0.0073394770473464771 -0.0023741226872440865 leaf_weight=34.184139350778423 13.373988411854954 88.461518100870308 16.633928179362556 leaf_count=245 131 1780 133 internal_value=0 -0.00343946 0.00832002 internal_weight=0 122.646 30.0079 internal_count=2289 2025 264 is_linear=0 shrinkage=0.0224292 Tree=3796 num_leaves=4 num_cat=0 split_feature=1 131 3 split_gain=5.41206 6.92403 2.85043 threshold=0.12180500000000001 0.092620000000000022 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7306921294643539e-06 0.00039011978353672934 -0.00048510140406411224 4.5888504770652521e-05 leaf_weight=140.34620292001637 9.8514687537681329 6.0086006456986061 8.8119982422795129 leaf_count=1854 133 202 101 internal_value=0 -2.35541e-05 0.000227803 internal_weight=0 146.355 18.6635 internal_count=2290 2056 234 is_linear=0 shrinkage=0.000439788 Tree=3797 num_leaves=4 num_cat=0 split_feature=123 43 133 split_gain=5.8889 5.53726 1.65307 threshold=1.0000000180025095e-35 0.019175000000000001 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0430335925729856e-05 0.00014245364889295555 0.00016495710786763597 0.00043478487047637443 leaf_weight=124.24166196765145 9.1599669717252237 25.371559219958726 6.3403511603828511 leaf_count=1757 103 335 95 internal_value=0 -2.21927e-05 0.000262418 internal_weight=0 149.613 15.5003 internal_count=2290 2092 198 is_linear=0 shrinkage=0.000439788 Tree=3798 num_leaves=4 num_cat=0 split_feature=123 43 133 split_gain=5.11456 5.44633 1.72275 threshold=1.0000000180025095e-35 0.019175000000000001 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029750571763893529 0.0064533000742330489 0.0085738706856532225 0.022046728366545323 leaf_weight=121.32249736174708 8.7701702713966352 24.70976433675969 6.0130397342145434 leaf_count=1757 103 335 95 internal_value=0 -0.00102003 0.0128161 internal_weight=0 146.032 14.7832 internal_count=2290 2092 198 is_linear=0 shrinkage=0.0224292 Tree=3799 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=5.72001 5.87907 1.63571 threshold=1.0000000180025095e-35 0.12180500000000001 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0835784640221967e-05 0.00014189855481675038 0.00022560053586455185 0.00043280921846912732 leaf_weight=133.73013655599789 9.2493620736058784 16.723836622666568 6.2891944816801688 leaf_count=1927 103 165 95 internal_value=0 -2.00835e-05 0.000260031 internal_weight=0 150.454 15.5386 internal_count=2290 2092 198 is_linear=0 shrinkage=0.000439788 Tree=3800 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=6.6014 7.06784 4.90481 threshold=0.088495000000000018 -0.077944999999999987 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035831829826457259 -0.018259509280537326 0.0073550693715068666 0.0071235493701781033 leaf_weight=76.157621975144139 17.179462972562764 48.708531065902207 4.915432581678032 leaf_count=1191 484 557 29 internal_value=0 0.000684147 -0.0126113 internal_weight=0 124.866 22.0949 internal_count=2261 1748 513 is_linear=0 shrinkage=0.0224292 Tree=3801 num_leaves=4 num_cat=0 split_feature=15 147 1 split_gain=6.37295 7.73768 4.74896 threshold=0.088495000000000018 0.089025000000000007 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078748663127895164 -0.0180525942594006 0.022077720467538902 0.0069889317583161428 leaf_weight=116.85018426948227 16.989015171217037 7.9329363515134892 4.8983020428568116 leaf_count=1677 484 71 29 internal_value=0 0.000669296 -0.0124472 internal_weight=0 124.783 21.8873 internal_count=2261 1748 513 is_linear=0 shrinkage=0.0224292 Tree=3802 num_leaves=4 num_cat=0 split_feature=15 147 1 split_gain=6.15178 7.50628 4.59751 threshold=0.088495000000000018 0.090115000000000015 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070834803384440864 -0.017845864912842624 0.022863647043393873 0.0068564137259270359 leaf_weight=117.481721702512 16.802692873287018 7.194237597519531 4.8815466566011301 leaf_count=1685 484 63 29 internal_value=0 0.00065513 -0.0122838 internal_weight=0 124.676 21.6842 internal_count=2261 1748 513 is_linear=0 shrinkage=0.0224292 Tree=3803 num_leaves=4 num_cat=0 split_feature=123 15 1 split_gain=6.06211 5.41917 2.18288 threshold=1.0000000180025095e-35 0.088495000000000018 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068953831708881751 0.00091864197158770351 -0.013121297961252332 0.020556049387616567 leaf_weight=112.65917022309441 4.3828302174806586 20.896077510260511 8.1207197430776414 leaf_count=1569 28 506 158 internal_value=0 -0.00263621 0.0136845 internal_weight=0 133.555 12.5035 internal_count=2261 2075 186 is_linear=0 shrinkage=0.0224292 Tree=3804 num_leaves=4 num_cat=0 split_feature=52 484 13 split_gain=6.82419 5.87412 0.375835 threshold=-0.41304999999999997 -0.082244999999999985 -0.076599999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026324618955866371 -0.00041033498736692644 2.0563473823074478e-05 -0.00048607110985711811 leaf_weight=2.1066455351538025 6.3754237358807577 142.00112488020386 5.483215093961916 leaf_count=68 193 1859 160 internal_value=0 1.99828e-06 -0.000425039 internal_weight=0 148.377 7.58986 internal_count=2280 2052 228 is_linear=0 shrinkage=0.000439788 Tree=3805 num_leaves=4 num_cat=0 split_feature=52 454 13 split_gain=6.76976 5.72077 0.372906 threshold=-0.41304999999999997 -1.0000000180025095e-35 -0.077259999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026259198522617355 -0.00045795563789149225 1.8394668358982098e-05 -0.00048559596145939248 leaf_weight=2.0856884111999534 5.0280993976630262 143.98973369172018 5.4435900733806184 leaf_count=67 51 2001 161 internal_value=0 2.26524e-06 -0.000424642 internal_weight=0 149.018 7.52928 internal_count=2280 2052 228 is_linear=0 shrinkage=0.000439788 Tree=3806 num_leaves=4 num_cat=0 split_feature=52 484 13 split_gain=6.81938 6.04806 0.363046 threshold=-0.41304999999999997 -0.082244999999999985 -0.077259999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026669614606258729 -0.00041246434784699467 1.974002877842333e-05 -0.00048515482960007192 leaf_weight=2.1242585576837882 6.5284489900805047 143.6620900623966 5.4952616902301079 leaf_count=67 193 1859 161 internal_value=0 9.03028e-07 -0.000425069 internal_weight=0 150.191 7.61952 internal_count=2280 2052 228 is_linear=0 shrinkage=0.000439788 Tree=3807 num_leaves=3 num_cat=0 split_feature=160 454 split_gain=5.6757 5.98031 threshold=0.10908000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024470853103927017 -0.021928398554229938 0.00075330290988107616 leaf_weight=4.8722869777120641 6.2205670955590895 141.93558083711832 leaf_count=51 127 2102 internal_value=0 -8.69139e-05 internal_weight=0 146.808 internal_count=2280 2153 is_linear=0 shrinkage=0.0224292 Tree=3808 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=8.02241 13.5957 7.93559 threshold=0.077765000000000015 0.088965000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024616549983107146 0.00055804822250285035 0.00027617065707822441 5.2565348909553114e-05 leaf_weight=41.531753459072206 6.3643326750025144 12.531647704541681 101.97857913255575 leaf_count=1079 27 138 1032 internal_value=0 -0.000125036 8.23518e-05 internal_weight=0 54.0634 108.343 internal_count=2276 1217 1059 is_linear=0 shrinkage=0.000439788 Tree=3809 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=7.84657 13.5694 7.95618 threshold=0.077765000000000015 0.088965000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024864191393892239 0.00055716148830207881 0.00027788997013903656 4.8782089880523957e-05 leaf_weight=41.118970405950677 6.3067364883609107 12.279089221032335 101.43709121475695 leaf_count=1079 27 138 1032 internal_value=0 -0.000127508 7.86333e-05 internal_weight=0 53.3981 107.744 internal_count=2276 1217 1059 is_linear=0 shrinkage=0.000439788 Tree=3810 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=7.37451 14.0896 7.79507 threshold=0.077765000000000015 0.088965000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024555089053948117 0.00055408699257117507 0.0002913842398877762 5.0139203182267908e-05 leaf_weight=40.648546105687274 6.2883336613886049 12.29730839608237 101.09048640276887 leaf_count=1079 27 138 1032 internal_value=0 -0.000120781 7.97447e-05 internal_weight=0 52.9459 107.379 internal_count=2276 1217 1059 is_linear=0 shrinkage=0.000439788 Tree=3811 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=7.93619 13.6909 7.93475 threshold=0.077765000000000015 0.088965000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024869545290439151 0.00055545767587423145 0.0002762657111172599 4.9842716000301408e-05 leaf_weight=41.384825210290728 6.3616790883243075 12.495333765167741 101.56180214975029 leaf_count=1079 27 138 1032 internal_value=0 -0.000126897 7.97398e-05 internal_weight=0 53.8802 107.923 internal_count=2276 1217 1059 is_linear=0 shrinkage=0.000439788 Tree=3812 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=7.37615 12.5527 6.84468 threshold=0.092660000000000006 0.10160500000000001 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053776874965604576 0.052184786732982477 -0.0011210077834875511 0.0043584063110060703 leaf_weight=72.680180873838253 3.6755752046592516 5.5749219538993202 72.583856993063819 leaf_count=1351 25 142 750 internal_value=0 0.0201233 -0.000512935 internal_weight=0 9.2505 145.264 internal_count=2268 167 2101 is_linear=0 shrinkage=0.0224292 Tree=3813 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=6.42078 11.5195 7.18142 threshold=0.092660000000000006 0.10160500000000001 0.09227500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010545672715329109 0.00095779769429375869 -2.927341937309893e-05 8.7971263933844806e-05 leaf_weight=74.205411731207278 3.7782844026805815 5.745824703888502 74.254055738914758 leaf_count=1351 25 142 750 internal_value=0 0.000363438 -8.71217e-06 internal_weight=0 9.52411 148.459 internal_count=2268 167 2101 is_linear=0 shrinkage=0.000439788 Tree=3814 num_leaves=4 num_cat=0 split_feature=403 403 12 split_gain=6.99141 11.74 6.72779 threshold=0.092660000000000006 0.10160500000000001 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0044570665035551637 0.050217087569299025 -0.001103806138975314 -0.0052033506075592545 leaf_weight=70.647367235040292 3.7312951561762002 5.5747342458926141 74.482975075981813 leaf_count=576 25 142 1525 internal_value=0 0.0195342 -0.00050083 internal_weight=0 9.30603 145.13 internal_count=2268 167 2101 is_linear=0 shrinkage=0.0224292 Tree=3815 num_leaves=3 num_cat=0 split_feature=1456 403 split_gain=6.22743 5.51371 threshold=-1.0000000180025095e-35 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047736080078869401 6.1216815062437539e-06 0.00035049636796214052 leaf_weight=4.8526310904708216 143.33502284582937 9.5751358729321492 leaf_count=207 1896 165 internal_value=0 2.77273e-05 internal_weight=0 152.91 internal_count=2268 2061 is_linear=0 shrinkage=0.000439788 Tree=3816 num_leaves=4 num_cat=0 split_feature=3 43 49 split_gain=5.67333 9.29403 8.90861 threshold=-0.077774999999999983 -0.074459999999999985 -0.44508499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.032512713709054702 0.016136117196997129 -0.00042856761825238714 -0.0069579624854925861 leaf_weight=2.9998181089758864 22.42751619766932 70.738308281404898 61.175985087698791 leaf_count=6 247 721 1304 internal_value=0 0.00356149 -0.00510383 internal_weight=0 93.1658 64.1758 internal_count=2278 968 1310 is_linear=0 shrinkage=0.0224292 Tree=3817 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=5.89039 9.12047 8.85884 threshold=-0.077774999999999983 -0.097604999999999983 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5715822793587608e-05 0.00030962050997072242 -0.00028528876202593597 -5.4122548889405239e-06 leaf_weight=36.223071084124967 22.726904890500009 28.957034383522114 71.637320392852416 leaf_count=344 247 966 721 internal_value=0 -0.000101377 7.05083e-05 internal_weight=0 65.1801 94.3642 internal_count=2278 1310 968 is_linear=0 shrinkage=0.000439788 Tree=3818 num_leaves=4 num_cat=0 split_feature=3 43 3 split_gain=5.43383 8.93359 8.71326 threshold=-0.077774999999999983 -0.074459999999999985 -0.097604999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023555803058611666 0.015856281383387578 -0.00041601831953932457 -0.01429344664991291 leaf_weight=35.794204696576344 22.309516326175071 70.758205292746425 28.303720583353424 leaf_count=344 247 721 966 internal_value=0 0.00348711 -0.0049982 internal_weight=0 93.0677 64.0979 internal_count=2278 968 1310 is_linear=0 shrinkage=0.0224292 Tree=3819 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=5.65126 8.93228 8.60913 threshold=-0.077774999999999983 -0.097604999999999983 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7973218605240168e-05 0.00030662386674121565 -0.00027943310174978318 -2.9043326880069172e-06 leaf_weight=36.563078881910769 22.878179441438988 28.794866753916722 72.12524341684184 leaf_count=344 247 966 721 internal_value=0 -9.63122e-05 7.16811e-05 internal_weight=0 65.3579 95.0034 internal_count=2278 1310 968 is_linear=0 shrinkage=0.000439788 Tree=3820 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=5.37189 5.86732 threshold=-1.0000000180025095e-35 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043306461249762417 -8.4969260383725194e-05 9.5815352516696555e-05 leaf_weight=4.9778205372858784 54.373850751377176 95.99623774032807 leaf_count=121 1152 991 internal_value=0 3.04411e-05 internal_weight=0 150.37 internal_count=2264 2143 is_linear=0 shrinkage=0.000439788 Tree=3821 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=5.17318 5.93091 threshold=-1.0000000180025095e-35 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042869189125208145 -8.6417598788003471e-05 9.5420168428989835e-05 leaf_weight=4.911482674200669 54.573534881434171 95.160469651222229 leaf_count=121 1152 991 internal_value=0 2.91432e-05 internal_weight=0 149.734 internal_count=2264 2143 is_linear=0 shrinkage=0.000439788 Tree=3822 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=5.26759 10.8314 6.15572 threshold=0.090435000000000015 -1.0000000180025095e-35 0.089740000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026976318562091692 0.00013915001374246693 6.4654187595202875e-05 -0.00028076787241636757 leaf_weight=30.418282340251608 68.827089138445444 48.69713905279059 7.4684811055194578 leaf_count=663 656 800 145 internal_value=0 -6.39566e-05 9.79848e-05 internal_weight=0 79.1154 76.2956 internal_count=2264 1463 801 is_linear=0 shrinkage=0.000439788 Tree=3823 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=5.07419 5.87322 threshold=-0.28286499999999998 0.090435000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02415634279762658 -0.0028801667481534918 0.0060813147424119045 leaf_weight=3.9866493143781545 76.508855427106027 70.838180404738523 leaf_count=44 1441 779 internal_value=0 0.00142836 internal_weight=0 147.347 internal_count=2264 2220 is_linear=0 shrinkage=0.0224292 Tree=3824 num_leaves=4 num_cat=0 split_feature=1456 157 12 split_gain=6.09213 5.35035 0.00365282 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053921325666551716 -0.00039240414241602814 9.6829758831479218e-06 -0.00047147522391216415 leaf_weight=1.8285121843218792 6.6911961018340653 138.73521737154806 3.2550558110669954 leaf_count=32 152 1911 185 internal_value=0 -8.86648e-06 -0.000497766 internal_weight=0 145.426 5.08357 internal_count=2280 2063 217 is_linear=0 shrinkage=0.000439788 Tree=3825 num_leaves=4 num_cat=0 split_feature=1456 43 12 split_gain=6.3219 5.63205 0.00561521 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054125472561224338 0.00010500680003817686 -7.3984706888235055e-05 -0.00047208160502163409 leaf_weight=1.8837623340077687 53.901906430372037 92.016508587024873 3.3520791204500711 leaf_count=32 783 1280 185 internal_value=0 -7.86059e-06 -0.000498845 internal_weight=0 145.918 5.23584 internal_count=2280 2063 217 is_linear=0 shrinkage=0.000439788 Tree=3826 num_leaves=4 num_cat=0 split_feature=1456 43 2 split_gain=5.89437 5.5143 0.00253134 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.092885000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024113071281654026 0.0052808874706189671 -0.0038499756653113831 -0.027626265758835093 leaf_weight=3.3323889308812786 52.747864862787537 90.047441892704228 1.6050273627624845 leaf_count=158 783 1280 59 internal_value=0 -0.000476826 -0.0253571 internal_weight=0 142.795 4.93742 internal_count=2280 2063 217 is_linear=0 shrinkage=0.0224292 Tree=3827 num_leaves=4 num_cat=0 split_feature=1456 157 2 split_gain=5.75938 5.30287 0.00122102 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.092885000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024070846463748907 -0.020104240660592534 0.00048495455301123674 -0.027522353651218485 leaf_weight=3.2641628161945837 6.5786924380518021 136.22729391104076 1.5753585854254195 leaf_count=158 152 1911 59 internal_value=0 -0.000466095 -0.0252981 internal_weight=0 142.806 4.83952 internal_count=2280 2063 217 is_linear=0 shrinkage=0.0224292 Tree=3828 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=7.12725 10.5715 6.87667 threshold=0.08826500000000001 -0.060004999999999996 0.08765000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020832709591139508 0.00012171858441587327 0.00020756194937695602 -0.00034487683048507067 leaf_weight=44.644870128162438 95.704445873794612 16.059359839651734 6.5074351620860389 leaf_count=990 1097 139 74 internal_value=0 -9.82726e-05 9.19534e-05 internal_weight=0 60.7042 102.212 internal_count=2300 1129 1171 is_linear=0 shrinkage=0.000439788 Tree=3829 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=4.97777 9.6904 7.82784 threshold=0.092355000000000007 0.12500000000000003 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027494550069535688 -0.011334933784182672 0.023204225039244269 0.01433382748070451 leaf_weight=100.31077066353464 29.599688251502812 4.722322928486391 24.842749743838795 leaf_count=1273 627 48 352 internal_value=0 -0.00657248 0.00306737 internal_weight=0 34.322 125.154 internal_count=2300 675 1625 is_linear=0 shrinkage=0.0224292 Tree=3830 num_leaves=4 num_cat=0 split_feature=2 16 12 split_gain=6.82053 9.29222 7.61612 threshold=0.08826500000000001 0.017150000000000002 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010458912109386013 0.0076272518505670368 0.009445412652063289 -0.0079071303711007318 leaf_weight=43.312366942045628 80.127252284844872 16.197611636365764 19.78298119403189 leaf_count=950 734 179 437 internal_value=0 -0.00504 0.0045504 internal_weight=0 59.51 99.9102 internal_count=2300 1129 1171 is_linear=0 shrinkage=0.0224292 Tree=3831 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=6.53068 10.062 7.28968 threshold=0.08826500000000001 -0.060004999999999996 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010481229985227949 0.0074676546176352335 0.010432826589799415 -0.0077412681843094149 leaf_weight=43.641455426593893 80.005913511675317 15.729295396828091 19.754359809623566 leaf_count=990 734 139 437 internal_value=0 -0.00493882 0.0044551 internal_weight=0 59.3708 99.7603 internal_count=2300 1129 1171 is_linear=0 shrinkage=0.0224292 Tree=3832 num_leaves=3 num_cat=0 split_feature=150 13 split_gain=4.50603 4.59626 threshold=-0.22665999999999997 0.26807500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020881310863945488 0.00031493088723882125 -0.022105018878252669 leaf_weight=5.1659156186506143 148.87160510302056 4.7276245197281233 leaf_count=21 2200 50 internal_value=0 -0.000377793 internal_weight=0 153.599 internal_count=2271 2250 is_linear=0 shrinkage=0.0224292 Tree=3833 num_leaves=4 num_cat=0 split_feature=4 151 3 split_gain=6.62064 8.42209 4.61067 threshold=0.27467500000000006 -0.086654999999999982 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025791376557026904 0.00035025437896320054 -6.9748669578711782e-05 -6.2174227770555216e-05 leaf_weight=17.278576601675013 16.51392176584341 123.47942851483822 7.669631775468587 leaf_count=164 163 1852 92 internal_value=0 -2.94973e-05 0.00021951 internal_weight=0 140.758 24.1836 internal_count=2271 2016 255 is_linear=0 shrinkage=0.000439788 Tree=3834 num_leaves=4 num_cat=0 split_feature=4 151 3 split_gain=6.19427 8.37829 4.81271 threshold=0.27467500000000006 -0.086654999999999982 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025999054961387078 0.00034933095119196489 -6.9496690402834756e-05 -7.718468721763562e-05 leaf_weight=16.995975515863393 16.155721061746593 121.61069087748183 7.4759046843973911 leaf_count=164 163 1852 92 internal_value=0 -2.90647e-05 0.000214449 internal_weight=0 138.607 23.6316 internal_count=2271 2016 255 is_linear=0 shrinkage=0.000439788 Tree=3835 num_leaves=4 num_cat=0 split_feature=4 151 3 split_gain=5.45018 8.28491 4.85684 threshold=0.27467500000000006 -0.086654999999999982 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013387788201698964 0.017485609107551599 -0.0034678180431325753 -0.0046577049875386536 leaf_weight=16.708097027934855 15.604566549882295 119.26540776167531 7.3066889228066421 leaf_count=164 163 1852 92 internal_value=0 -0.00139505 0.0104258 internal_weight=0 135.974 22.9113 internal_count=2271 2016 255 is_linear=0 shrinkage=0.0224292 Tree=3836 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=6.69127 5.68552 0.386092 threshold=0.093800000000000008 -0.083134999999999987 -0.025879999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078234895774566861 -0.015788069578586486 -0.0018525774806727163 -0.02789097359492557 leaf_weight=43.240341606913717 2.2365667531266809 103.95848289184505 3.6499064965173593 leaf_count=550 63 1540 103 internal_value=0 0.000990458 -0.0233584 internal_weight=0 147.199 5.88647 internal_count=2256 2090 166 is_linear=0 shrinkage=0.0224292 Tree=3837 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=6.64215 5.42606 0.42221 threshold=0.093800000000000008 -0.083134999999999987 -0.026169999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014944723437190815 -0.00029684493839584317 -3.3520136258017291e-05 -0.00054131236307726038 leaf_weight=44.327005057813949 2.2898321815300733 106.94751751437434 3.7430594032630315 leaf_count=550 62 1540 104 internal_value=0 2.01057e-05 -0.000449752 internal_weight=0 151.275 6.03289 internal_count=2256 2090 166 is_linear=0 shrinkage=0.000439788 Tree=3838 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=6.48871 5.42825 0.395342 threshold=0.093800000000000008 -0.083134999999999987 -0.026169999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076437719408828861 -0.015417536354184021 -0.0018082190207837788 -0.027759278022077734 leaf_weight=43.263745509713772 2.1868697899626568 104.01941904309206 3.6157337408512822 leaf_count=550 62 1540 104 internal_value=0 0.00096889 -0.0231738 internal_weight=0 147.283 5.8026 internal_count=2256 2090 166 is_linear=0 shrinkage=0.0224292 Tree=3839 num_leaves=4 num_cat=0 split_feature=403 13 15 split_gain=6.39179 4.99116 0.42188 threshold=0.093800000000000008 -0.47365999999999991 -0.026169999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037635526035849121 -0.0002944186532427564 -4.9823035459440341e-07 -0.00054141695559813434 leaf_weight=7.1173905588220796 2.2446240289136767 143.06927944716881 3.6520642938558003 leaf_count=53 62 2037 104 internal_value=0 1.74065e-05 -0.000448649 internal_weight=0 150.187 5.89669 internal_count=2256 2090 166 is_linear=0 shrinkage=0.000439788 Tree=3840 num_leaves=4 num_cat=0 split_feature=1456 453 2 split_gain=6.56601 4.14897 0.00021975 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02410609070891228 0.0020409411820578932 -0.015810215569348592 -0.027482608638178242 leaf_weight=3.2472071110387324 137.15070939814905 6.8593554401304564 1.5925883857998995 leaf_count=167 1993 57 48 internal_value=0 0.00118869 -0.0253208 internal_weight=0 144.01 4.8398 internal_count=2265 2050 215 is_linear=0 shrinkage=0.0224292 Tree=3841 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=6.3989 4.09209 threshold=-1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025261717213477052 0.0061916717739662645 -0.0016792961222053765 leaf_weight=4.7438700184720792 51.979323551524431 92.040617757651489 leaf_count=215 786 1264 internal_value=0 0.00116192 internal_weight=0 144.02 internal_count=2265 2050 is_linear=0 shrinkage=0.0224292 Tree=3842 num_leaves=3 num_cat=0 split_feature=1456 448 split_gain=6.23657 4.06104 threshold=-1.0000000180025095e-35 -0.083114999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025206640311835213 -0.019378934484652565 0.0018268174970959548 leaf_weight=4.6487159034295464 4.6772067574784151 139.35894931686926 leaf_count=215 43 2007 internal_value=0 0.00113574 internal_weight=0 144.036 internal_count=2265 2050 is_linear=0 shrinkage=0.0224292 Tree=3843 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=6.19018 3.80266 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049162400831323874 3.577753577282127e-05 -0.0002959478453743993 leaf_weight=4.6977305569889714 141.59392878127983 6.9957671836018553 leaf_count=215 1993 57 internal_value=0 2.01235e-05 internal_weight=0 148.59 internal_count=2265 2050 is_linear=0 shrinkage=0.000439788 Tree=3844 num_leaves=4 num_cat=0 split_feature=52 0 155 split_gain=5.17694 6.35345 0.347524 threshold=-0.42890999999999996 -0.077944999999999987 0.11854500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048431913078880007 -5.6506315807050484e-05 0.00013365658346011002 -0.00025372599287342741 leaf_weight=3.8594580168719395 91.156811754655791 54.153124554548413 1.9896721676923332 leaf_count=142 1386 644 53 internal_value=0 1.43706e-05 -0.00040696 internal_weight=0 145.31 5.84913 internal_count=2225 2030 195 is_linear=0 shrinkage=0.000439788 Tree=3845 num_leaves=4 num_cat=0 split_feature=52 0 155 split_gain=5.1907 6.39357 0.351978 threshold=-0.42890999999999996 -0.077944999999999987 0.11854500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048317566854945106 -5.6111578284518204e-05 0.00013306379626717621 -0.00025268239520611095 leaf_weight=3.8811759156524195 92.416894403824699 55.163742996461224 2.0228033442981541 leaf_count=142 1386 644 53 internal_value=0 1.46078e-05 -0.000405274 internal_weight=0 147.581 5.90398 internal_count=2225 2030 195 is_linear=0 shrinkage=0.000439788 Tree=3846 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=4.31367 6.57344 6.35264 threshold=1.0000000180025095e-35 -0.076639999999999986 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013862131058648988 0.00080197231754706587 0.0031844492896905305 0.020871661067134558 leaf_weight=24.003880045289407 93.298276909714332 21.612429892935324 8.6526942488271725 leaf_count=859 975 284 107 internal_value=0 -0.00578772 0.0025089 internal_weight=0 45.6163 101.951 internal_count=2225 1143 1082 is_linear=0 shrinkage=0.0224292 Tree=3847 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=4.14005 6.35585 6.13735 threshold=1.0000000180025095e-35 -0.076639999999999986 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013688919037568616 0.00078407224729855525 0.003113514691718694 0.020593130734906265 leaf_weight=23.765364898819826 93.288406301900977 21.609496729797684 8.5741809464525414 leaf_count=859 975 284 107 internal_value=0 -0.00568892 0.00245503 internal_weight=0 45.3749 101.863 internal_count=2225 1143 1082 is_linear=0 shrinkage=0.0224292 Tree=3848 num_leaves=4 num_cat=0 split_feature=133 42 3 split_gain=6.28695 12.9764 7.532 threshold=0.089755000000000015 0.092395000000000019 -0.10106999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014189296844683731 0.00039820540482531075 -0.00032408476314032847 -0.00010187874155118624 leaf_weight=33.222520974522922 17.982917366141923 6.5491069319541557 93.370250720472541 leaf_count=259 266 225 1506 internal_value=0 0.00020528 -3.78925e-05 internal_weight=0 24.532 126.593 internal_count=2256 491 1765 is_linear=0 shrinkage=0.000439788 Tree=3849 num_leaves=4 num_cat=0 split_feature=133 42 3 split_gain=6.53638 13.1603 7.6152 threshold=0.089755000000000015 0.092395000000000019 -0.10106999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072904338874409209 0.020743830957690577 -0.016819923503215858 -0.0052967856264322412 leaf_weight=32.827329465362709 17.682491511630364 6.3680127671104847 91.62620031228289 leaf_count=259 266 225 1506 internal_value=0 0.0107924 -0.00197602 internal_weight=0 24.0505 124.454 internal_count=2256 491 1765 is_linear=0 shrinkage=0.0224292 Tree=3850 num_leaves=4 num_cat=0 split_feature=1213 1456 3 split_gain=5.69483 5.60113 0.0683038 threshold=0.039620000000000009 1.0000000180025095e-35 -0.084469999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018162122039042637 -0.018237047416816515 -0.021743955453390144 -0.024298258517956171 leaf_weight=137.74225561216008 1.7472545931814236 5.2514500952674998 3.6808072916464871 leaf_count=1870 95 180 111 internal_value=0 0.000948177 -0.022418 internal_weight=0 142.994 5.42806 internal_count=2256 2050 206 is_linear=0 shrinkage=0.0224292 Tree=3851 num_leaves=4 num_cat=0 split_feature=133 42 3 split_gain=6.25822 12.5469 7.2783 threshold=0.089755000000000015 0.092395000000000019 -0.10106999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071307065163493857 0.020247928512125157 -0.016492112408746085 -0.0051875378309472779 leaf_weight=32.755693235900253 17.703344487235885 6.3359948945580973 91.47359816764947 leaf_count=259 266 225 1506 internal_value=0 0.010559 -0.00193897 internal_weight=0 24.0393 124.229 internal_count=2256 491 1765 is_linear=0 shrinkage=0.0224292 Tree=3852 num_leaves=4 num_cat=0 split_feature=457 43 3 split_gain=5.63627 6.46465 2.87457 threshold=0.080930000000000016 -0.074459999999999985 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051554664467885992 0.0029830827552568568 -0.0052652346008326212 0.01802582282613583 leaf_weight=47.873248431016691 13.40330224693753 79.918119102701894 12.211417262675239 leaf_count=808 132 1269 62 internal_value=0 -0.00136124 0.0101626 internal_weight=0 127.791 25.6147 internal_count=2271 2077 194 is_linear=0 shrinkage=0.0224292 Tree=3853 num_leaves=4 num_cat=0 split_feature=457 1 3 split_gain=5.67623 5.83861 2.78673 threshold=0.080930000000000016 0.10932500000000002 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1008010440423327e-05 6.2483929297768028e-05 0.0001286630255330882 0.00035037485913283131 leaf_weight=96.718026109301718 13.712224551243709 34.955893280683085 12.368052546633406 leaf_count=1701 132 376 62 internal_value=0 -2.53354e-05 0.000199167 internal_weight=0 131.674 26.0803 internal_count=2271 2077 194 is_linear=0 shrinkage=0.000439788 Tree=3854 num_leaves=4 num_cat=0 split_feature=457 43 3 split_gain=5.62202 5.7662 2.87128 threshold=0.080930000000000016 -0.074459999999999985 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3165557613867779e-05 5.9023870608634163e-05 -9.7031423898337696e-05 0.00035077749434024488 leaf_weight=49.334200800280087 13.758544904179873 82.124843768018764 12.405179698485879 leaf_count=808 132 1269 62 internal_value=0 -2.56508e-05 0.00019751 internal_weight=0 131.459 26.1637 internal_count=2271 2077 194 is_linear=0 shrinkage=0.000439788 Tree=3855 num_leaves=4 num_cat=0 split_feature=457 43 3 split_gain=5.67904 5.8993 2.80745 threshold=0.080930000000000016 -0.074459999999999985 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3545138686185867e-05 6.034090883345061e-05 -9.9312114942062108e-05 0.00035015368086949806 leaf_weight=49.008466960978694 13.6155198358465 81.945410458458355 12.307641428895293 leaf_count=808 132 1269 62 internal_value=0 -2.71337e-05 0.000198093 internal_weight=0 130.954 25.9232 internal_count=2271 2077 194 is_linear=0 shrinkage=0.000439788 Tree=3856 num_leaves=3 num_cat=0 split_feature=1374 453 split_gain=6.86829 7.19202 threshold=-0.035729999999999991 0.086430000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054388882886387605 2.9495989728136583e-05 -0.00052252849597440388 leaf_weight=4.4220564495772114 139.22105290069885 4.7004383220337322 leaf_count=48 2141 45 internal_value=0 1.14001e-05 internal_weight=0 143.921 internal_count=2234 2186 is_linear=0 shrinkage=0.000439788 Tree=3857 num_leaves=3 num_cat=0 split_feature=1374 453 split_gain=7.05516 7.41367 threshold=-0.035729999999999991 0.086430000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055424467387376361 2.9743396525890254e-05 -0.00053127976193783678 leaf_weight=4.3782664136961094 138.54712644142273 4.6915351685602209 leaf_count=48 2141 45 internal_value=0 1.12997e-05 internal_weight=0 143.239 internal_count=2234 2186 is_linear=0 shrinkage=0.000439788 Tree=3858 num_leaves=3 num_cat=0 split_feature=51 453 split_gain=6.84366 6.85557 threshold=-0.40274499999999996 0.086430000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059964719612092953 2.7615013994010475e-05 -0.00050496023280655663 leaf_weight=3.6339874116820274 140.05083516126615 4.8171930906828484 leaf_count=81 2107 46 internal_value=0 9.84146e-06 internal_weight=0 144.868 internal_count=2234 2153 is_linear=0 shrinkage=0.000439788 Tree=3859 num_leaves=3 num_cat=0 split_feature=1374 453 split_gain=7.06142 7.0857 threshold=-0.035729999999999991 0.086430000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055435850024658821 2.9360069383766551e-05 -0.00051948829783099568 leaf_weight=4.3805847112089387 138.28795089099731 4.685183393303304 leaf_count=48 2141 45 internal_value=0 1.13075e-05 internal_weight=0 142.973 internal_count=2234 2186 is_linear=0 shrinkage=0.000439788 Tree=3860 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=4.96297 8.57532 3.22394 threshold=0.27066000000000007 -0.094939999999999983 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026918904817583026 0.025407298949938803 0.00084514849797565073 0.0059343071002536168 leaf_weight=5.8315069485688573 5.8410836199764189 128.81480990577256 15.900388707756063 leaf_count=55 49 1948 203 internal_value=0 -0.000360953 0.0111836 internal_weight=0 134.646 21.7415 internal_count=2255 2003 252 is_linear=0 shrinkage=0.0224292 Tree=3861 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=4.78294 8.38346 2.85149 threshold=0.27066000000000007 -0.099594999999999975 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027619705762622498 0.016243898655347793 -0.0014722384906379359 -0.0016839154663554096 leaf_weight=5.1634890586137763 15.284331295406448 129.49192115852202 6.2960475269937879 leaf_count=26 166 1977 86 internal_value=0 -0.000352923 0.0110166 internal_weight=0 134.655 21.5804 internal_count=2255 2003 252 is_linear=0 shrinkage=0.0224292 Tree=3862 num_leaves=4 num_cat=0 split_feature=4 150 49 split_gain=5.07096 8.17855 3.19341 threshold=0.27066000000000007 -0.099594999999999975 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053421050187211843 0.00049767716273003341 -2.8578694549423803e-05 0.00011899108940906583 leaf_weight=5.1724907606840125 5.8622669382020858 131.39340252915281 16.162249299813993 leaf_count=26 49 1977 203 internal_value=0 -7.19112e-06 0.00022013 internal_weight=0 136.566 22.0245 internal_count=2255 2003 252 is_linear=0 shrinkage=0.000439788 Tree=3863 num_leaves=4 num_cat=0 split_feature=4 150 49 split_gain=5.35388 8.13962 3.13956 threshold=0.27066000000000007 -0.099594999999999975 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053067538002588878 0.00049812941303915067 -3.0059419731151204e-05 0.00012406048212237268 leaf_weight=5.1846200129948548 5.8985249423421946 132.42740632758068 16.35138221597299 leaf_count=26 49 1977 203 internal_value=0 -8.8627e-06 0.000223569 internal_weight=0 137.612 22.2499 internal_count=2255 2003 252 is_linear=0 shrinkage=0.000439788 Tree=3864 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=4.69151 6.69678 1.15334 threshold=1.0000000180025095e-35 -0.10075499999999998 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012850216703212927 0.00013287333417126321 -8.7967099127710441e-05 0.00039952047381200064 leaf_weight=38.442070159566356 7.0753335996996594 98.24257242087333 5.6607796389143914 leaf_count=310 85 1755 96 internal_value=0 -2.70764e-05 0.00025181 internal_weight=0 136.685 12.7361 internal_count=2246 2065 181 is_linear=0 shrinkage=0.000439788 Tree=3865 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=4.90212 6.7358 threshold=0.087855000000000003 0.11588000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.6599064358174134e-05 0.00024422056205866661 0.00017607607763223517 leaf_weight=110.15064883120067 13.908686761511488 25.025771759916097 leaf_count=1857 109 280 internal_value=0 -2.9802e-05 internal_weight=0 135.176 internal_count=2246 2137 is_linear=0 shrinkage=0.000439788 Tree=3866 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=5.00116 6.65524 threshold=0.087855000000000003 0.11588000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.709648414978421e-05 0.00024587098702508854 0.00017384642837121007 leaf_weight=110.37293563919957 13.936154600232838 25.067407343536615 leaf_count=1857 109 280 internal_value=0 -3.06338e-05 internal_weight=0 135.44 internal_count=2246 2137 is_linear=0 shrinkage=0.000439788 Tree=3867 num_leaves=4 num_cat=0 split_feature=403 15 457 split_gain=5.09404 7.98223 5.79337 threshold=0.092660000000000006 0.088235000000000022 0.087855000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029568279536325609 -0.003325609674387379 0.036299305851909498 0.012531339746487175 leaf_weight=122.460830296739 5.5404273387975973 4.7265208948520012 13.468519194517283 leaf_count=1959 121 63 103 internal_value=0 0.0149497 -0.00142064 internal_weight=0 10.2669 135.929 internal_count=2246 184 2062 is_linear=0 shrinkage=0.0224292 Tree=3868 num_leaves=4 num_cat=0 split_feature=13 9 0 split_gain=7.74566 5.25118 1.88552 threshold=-0.15366499999999997 -1.0000000180025095e-35 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012736548133240362 0.00043885769165656819 -5.1170757589013624e-05 0.00042028649640583643 leaf_weight=8.2912599390838313 4.3474156855372703 135.01086821478384 8.7529422382358444 leaf_count=91 65 2059 69 internal_value=0 -3.58258e-05 0.000278095 internal_weight=0 139.358 17.0442 internal_count=2284 2124 160 is_linear=0 shrinkage=0.000439788 Tree=3869 num_leaves=4 num_cat=0 split_feature=13 9 0 split_gain=7.97841 5.23958 1.87313 threshold=-0.15366499999999997 -1.0000000180025095e-35 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013203115805150107 0.00044009004630753216 -5.1047616508581491e-05 0.00042289683014079597 leaf_weight=8.3418097421526927 4.3180349293979807 134.17448627120757 8.8347501687239838 leaf_count=91 65 2059 69 internal_value=0 -3.5676e-05 0.000281941 internal_weight=0 138.493 17.1766 internal_count=2284 2124 160 is_linear=0 shrinkage=0.000439788 Tree=3870 num_leaves=4 num_cat=0 split_feature=13 9 0 split_gain=8.17333 5.33264 1.93947 threshold=-0.15366499999999997 -1.0000000180025095e-35 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013195206831577568 0.00044022503901927992 -5.1050578004501948e-05 0.00042664482041996997 leaf_weight=8.3717227193992603 4.3942146177869281 134.93911802297225 8.9590494234580529 leaf_count=91 65 2059 69 internal_value=0 -3.54988e-05 0.000284594 internal_weight=0 139.333 17.3308 internal_count=2284 2124 160 is_linear=0 shrinkage=0.000439788 Tree=3871 num_leaves=4 num_cat=0 split_feature=13 52 0 split_gain=7.33991 5.37242 1.91161 threshold=-0.15366499999999997 0.077655000000000016 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060859244130007173 -0.0045446155864277788 0.0054765263811340434 0.021311108408759008 leaf_weight=8.0589402369223553 99.087877363315783 36.928091426190804 8.577440918190403 leaf_count=91 1391 733 69 internal_value=0 -0.00182351 0.0139512 internal_weight=0 136.016 16.6364 internal_count=2284 2124 160 is_linear=0 shrinkage=0.0224292 Tree=3872 num_leaves=3 num_cat=0 split_feature=52 481 split_gain=5.31193 5.46693 threshold=-0.53299999999999992 -0.0079799999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046885280961120915 -0.00038288347091228609 5.8266820987891806e-05 leaf_weight=4.0088014632929108 5.6147177575039668 152.72993790189503 leaf_count=148 232 1898 internal_value=0 4.25799e-05 internal_weight=0 158.345 internal_count=2278 2130 is_linear=0 shrinkage=0.000439788 Tree=3873 num_leaves=4 num_cat=0 split_feature=481 52 2 split_gain=5.23983 5.3775 1.33933 threshold=-0.0079799999999999992 -0.53299999999999992 0.11583000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026606535572439808 -0.023906850688642126 0.0030339528858204122 -0.0021408451399098998 leaf_weight=4.000426150916609 3.8033708680886766 149.83196557722113 1.5684151657624168 leaf_count=225 134 1898 21 internal_value=0 0.00236412 -0.0197468 internal_weight=0 153.635 5.56884 internal_count=2278 2032 246 is_linear=0 shrinkage=0.0224292 Tree=3874 num_leaves=4 num_cat=0 split_feature=481 42 2 split_gain=5.06818 5.21458 1.32836 threshold=-0.0079799999999999992 -0.10924999999999999 0.11583000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026525086482446728 -0.019126699247124609 0.0031087488531648948 -0.0020934910202932444 leaf_weight=3.9236327438266008 5.4841691356123183 148.05976488746819 1.5683503666659815 leaf_count=225 137 1895 21 internal_value=0 0.00231228 -0.0195796 internal_weight=0 153.544 5.49198 internal_count=2278 2032 246 is_linear=0 shrinkage=0.0224292 Tree=3875 num_leaves=3 num_cat=0 split_feature=52 481 split_gain=5.02502 5.10236 threshold=-0.53299999999999992 -0.0079799999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023858027565246187 -0.01936057349531883 0.0029153371252042663 leaf_weight=3.8115749882999799 5.3389447192894286 149.77922160379239 leaf_count=148 232 1898 internal_value=0 0.00214634 internal_weight=0 155.118 internal_count=2278 2130 is_linear=0 shrinkage=0.0224292 Tree=3876 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=6.9718 5.60003 threshold=0.17126500000000003 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048007288043980023 0.00046320957765681189 -7.6742075447217428e-06 leaf_weight=4.9993785428814581 5.9013012526556841 147.72446372167906 leaf_count=167 25 2117 internal_value=0 -2.31961e-05 internal_weight=0 152.724 internal_count=2309 2284 is_linear=0 shrinkage=0.000439788 Tree=3877 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=6.8376 5.36402 threshold=0.17126500000000003 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024511474301070327 0.023462346770308676 -0.00055087948785735867 leaf_weight=4.83903332077898 5.7950474028475574 144.69692182153813 leaf_count=167 25 2117 internal_value=0 -0.00132928 internal_weight=0 149.536 internal_count=2309 2284 is_linear=0 shrinkage=0.0224292 Tree=3878 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=6.59269 5.24411 threshold=0.17126500000000003 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02446605747070657 0.02315045548394886 -0.00053852173504051633 leaf_weight=4.740425507829058 5.7422483363188794 144.69787230278598 leaf_count=167 25 2117 internal_value=0 -0.00130057 internal_weight=0 149.438 internal_count=2309 2284 is_linear=0 shrinkage=0.0224292 Tree=3879 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=5.22266 5.41006 threshold=-0.24509499999999998 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046267813859381644 -0.00047907063439127482 -6.8405194852500927e-06 leaf_weight=4.4114915574900797 4.8242569088470182 150.43691750059952 leaf_count=35 165 2109 internal_value=0 -2.15707e-05 internal_weight=0 155.261 internal_count=2309 2274 is_linear=0 shrinkage=0.000439788 Tree=3880 num_leaves=4 num_cat=0 split_feature=48 4 48 split_gain=6.63625 9.12555 7.28656 threshold=0.092805000000000012 0.28251000000000009 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060740842071515108 0.016707828814008549 0.011922159008165983 -0.0071287960919123265 leaf_weight=101.90641240868717 18.66530101175886 16.446720866311807 9.8405082598328573 leaf_count=1779 168 220 76 internal_value=0 -0.00357175 0.00847991 internal_weight=0 118.353 28.5058 internal_count=2243 1999 244 is_linear=0 shrinkage=0.0224292 Tree=3881 num_leaves=4 num_cat=0 split_feature=48 4 160 split_gain=6.42232 9.4061 7.10326 threshold=0.092805000000000012 0.28251000000000009 0.079055000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011635551288447752 2.1630699494988951e-05 0.00023783331424829442 0.00049706708783703595 leaf_weight=103.32130665770092 20.302193315001208 16.851113128475845 8.6571674193255586 leaf_count=1779 205 220 39 internal_value=0 -6.66597e-05 0.000163992 internal_weight=0 120.172 28.9594 internal_count=2243 1999 244 is_linear=0 shrinkage=0.000439788 Tree=3882 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=6.3632 5.69918 threshold=0.31205500000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0240841375496234e-05 0.00046041101818885681 -0.00046156471560626178 leaf_weight=139.61504217349284 5.1070836884900919 5.8797409576363853 leaf_count=2086 98 59 internal_value=0 -3.81339e-05 internal_weight=0 145.495 internal_count=2243 2145 is_linear=0 shrinkage=0.000439788 Tree=3883 num_leaves=4 num_cat=0 split_feature=48 4 160 split_gain=6.35061 8.78138 7.17221 threshold=0.092805000000000012 0.28251000000000009 0.079055000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0059397846103353908 0.00092840592434405376 0.011767463668769025 0.025477206158803327 leaf_weight=101.87115692338557 19.926083193509843 16.332064386457205 8.540645201224832 leaf_count=1779 205 220 39 internal_value=0 -0.00349168 0.00830573 internal_weight=0 118.203 28.4667 internal_count=2243 1999 244 is_linear=0 shrinkage=0.0224292 Tree=3884 num_leaves=4 num_cat=0 split_feature=128 403 43 split_gain=6.47222 5.96633 0.599273 threshold=0.086435000000000012 0.03138500000000001 -0.14461499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6538815734093767e-06 -0.00063466508147034216 0.00027319154072859774 -0.00033005674140884351 leaf_weight=130.79053199090413 2.3225137935951352 17.277385447174311 2.873757884168298 leaf_count=1882 28 265 132 internal_value=0 3.04477e-05 -0.000468029 internal_weight=0 148.068 5.19627 internal_count=2307 2147 160 is_linear=0 shrinkage=0.000439788 Tree=3885 num_leaves=4 num_cat=0 split_feature=403 12 15 split_gain=5.65372 8.21313 6.22421 threshold=0.03138500000000001 0.084045000000000022 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9210759092615719e-05 4.5719051989090178e-05 -0.00013891704401856222 0.00058220571001242909 leaf_weight=76.119206851930358 11.164941020193512 59.441361748511554 6.6726480660145162 leaf_count=706 187 1318 96 internal_value=0 -1.64412e-05 0.000246815 internal_weight=0 135.561 17.8376 internal_count=2307 2024 283 is_linear=0 shrinkage=0.000439788 Tree=3886 num_leaves=4 num_cat=0 split_feature=128 13 43 split_gain=6.33462 5.8121 0.60788 threshold=0.086435000000000012 -0.034059999999999993 -0.14461499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4127513991962656e-05 -0.00063201355614749325 0.00010178890584597688 -0.00032588620390092984 leaf_weight=62.145530426932964 2.3116895265411586 87.375037135789171 2.910948219097917 leaf_count=1250 28 897 132 internal_value=0 2.86723e-05 -0.000463195 internal_weight=0 149.521 5.22264 internal_count=2307 2147 160 is_linear=0 shrinkage=0.000439788 Tree=3887 num_leaves=4 num_cat=0 split_feature=128 403 43 split_gain=6.48844 5.78438 0.5797 threshold=0.086435000000000012 0.03138500000000001 -0.14461499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0493396805951733e-06 -0.00062977278465283512 0.00026642686590475285 -0.00033239153974577284 leaf_weight=132.30331492435653 2.3547395495697856 17.417846407974139 2.9275576548388917 leaf_count=1882 28 265 132 internal_value=0 2.83302e-05 -0.000466749 internal_weight=0 149.721 5.2823 internal_count=2307 2147 160 is_linear=0 shrinkage=0.000439788 Tree=3888 num_leaves=4 num_cat=0 split_feature=42 3 39 split_gain=6.46911 7.41796 6.02538 threshold=0.10313000000000001 -0.11372999999999998 0.082470000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002063781642244289 -0.00055832944582078978 -4.032963642385637e-05 0.00013853437310874323 leaf_weight=29.696813693968579 7.5653166702250001 114.00361916786642 3.5011174366809428 leaf_count=249 180 1807 49 internal_value=0 1.06751e-05 -0.000338002 internal_weight=0 143.7 11.0664 internal_count=2285 2056 229 is_linear=0 shrinkage=0.000439788 Tree=3889 num_leaves=4 num_cat=0 split_feature=42 43 39 split_gain=6.24823 7.28414 5.85412 threshold=0.10313000000000001 0.12486500000000002 0.082470000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010502481251136553 -0.028729203654857958 0.018702216676529642 0.0068595023218555908 leaf_weight=129.7071765982837 7.2805279571330157 10.106096917035755 3.4028526437468827 leaf_count=1912 180 144 49 internal_value=0 0.000379874 -0.0174015 internal_weight=0 139.813 10.6834 internal_count=2285 2056 229 is_linear=0 shrinkage=0.0224292 Tree=3890 num_leaves=4 num_cat=0 split_feature=42 3 39 split_gain=6.05587 7.03894 5.72229 threshold=0.10313000000000001 -0.11372999999999998 0.082470000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010223865526663602 -0.028597159245697678 -0.0021987062785881048 0.0067289213585568991 leaf_weight=28.912928816396743 7.151638377690686 110.89168478694046 3.3915833025239408 leaf_count=249 180 1807 49 internal_value=0 0.000371445 -0.0172417 internal_weight=0 139.805 10.5432 internal_count=2285 2056 229 is_linear=0 shrinkage=0.0224292 Tree=3891 num_leaves=4 num_cat=0 split_feature=42 43 39 split_gain=5.86879 6.98864 6.90576 threshold=0.10313000000000001 0.12486500000000002 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010377378236923469 -0.028968217437626127 0.018318796914771396 0.010905444534035158 leaf_weight=129.6131370820076 7.3033784488216025 10.096669079357524 3.1024708054028451 leaf_count=1912 182 144 47 internal_value=0 0.000363449 -0.0170818 internal_weight=0 139.71 10.4058 internal_count=2285 2056 229 is_linear=0 shrinkage=0.0224292 Tree=3892 num_leaves=3 num_cat=0 split_feature=133 150 split_gain=6.22267 5.20352 threshold=-0.39935999999999994 0.082295000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056050034158978328 -3.9667652311171331e-05 0.00015928348631907976 leaf_weight=3.8481196936627375 114.07508681663603 32.699269071454182 leaf_count=122 1835 286 internal_value=0 4.67082e-06 internal_weight=0 146.774 internal_count=2243 2121 is_linear=0 shrinkage=0.000439788 Tree=3893 num_leaves=3 num_cat=0 split_feature=133 453 split_gain=6.04683 5.35972 threshold=-0.39935999999999994 0.086430000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028718292794130691 0.0010056161476883047 -0.023263910509196767 leaf_weight=3.7113389782607547 138.94098687909718 4.7145502790808669 leaf_count=122 2071 50 internal_value=0 0.000206143 internal_weight=0 143.656 internal_count=2243 2121 is_linear=0 shrinkage=0.0224292 Tree=3894 num_leaves=4 num_cat=0 split_feature=150 151 4 split_gain=6.24634 7.95738 7.85776 threshold=0.082295000000000021 0.089445000000000011 0.0063250000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8893821475068665e-05 -2.2532290274081214e-05 0.00054079252020056503 0.00041243283832131125 leaf_weight=114.9093103671039 19.261204724665731 4.1337685268372288 13.758676058147101 leaf_count=1933 191 22 97 internal_value=0 -5.7292e-05 0.000158842 internal_weight=0 119.043 33.0199 internal_count=2243 1955 288 is_linear=0 shrinkage=0.000439788 Tree=3895 num_leaves=4 num_cat=0 split_feature=150 4 1429 split_gain=6.10486 8.62025 5.21307 threshold=0.082295000000000021 0.0063250000000000008 0.084690000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011830754626232206 -6.4145854221578377e-05 0.00039956657197646946 0.00021895985183149145 leaf_weight=109.03495813430345 18.967071130027762 13.09097117371857 9.6308320564276055 leaf_count=1838 191 97 117 internal_value=0 0.000125337 -9.09043e-05 internal_weight=0 32.058 118.666 internal_count=2243 288 1955 is_linear=0 shrinkage=0.000439788 Tree=3896 num_leaves=4 num_cat=0 split_feature=42 0 1 split_gain=10.592 5.66554 5.38782 threshold=-1.0000000180025095e-35 0.15238000000000004 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021585356048157214 0.0013867661178834641 0.022096517563464903 0.0029712201924767577 leaf_weight=15.36410711372446 122.01901237416314 7.0093044624663881 6.3442036760970941 leaf_count=561 1635 36 49 internal_value=0 0.0025149 -0.0144124 internal_weight=0 129.028 21.7083 internal_count=2281 1671 610 is_linear=0 shrinkage=0.0224292 Tree=3897 num_leaves=4 num_cat=0 split_feature=42 0 1 split_gain=10.1981 5.46013 5.23481 threshold=-1.0000000180025095e-35 0.15238000000000004 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021347188362668742 0.0013556634091422344 0.021752493479093873 0.0029078704267561694 leaf_weight=15.189274672055037 122.01932169491192 6.9613084015436462 6.3375134640373281 leaf_count=561 1635 36 49 internal_value=0 0.00245957 -0.0142102 internal_weight=0 128.981 21.5268 internal_count=2281 1671 610 is_linear=0 shrinkage=0.0224292 Tree=3898 num_leaves=4 num_cat=0 split_feature=42 0 1 split_gain=10.1367 5.50152 5.35706 threshold=-1.0000000180025095e-35 0.15238000000000004 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041283613060373478 2.5458677055516783e-05 0.00042401106877186517 6.2116729442146821e-05 leaf_weight=15.717838090276929 125.58389631425962 7.0574424576479933 6.479957469739019 leaf_count=561 1635 36 49 internal_value=0 4.67224e-05 -0.000274254 internal_weight=0 132.641 22.1978 internal_count=2281 1671 610 is_linear=0 shrinkage=0.000439788 Tree=3899 num_leaves=4 num_cat=0 split_feature=42 0 1 split_gain=9.81614 5.26265 5.08676 threshold=-1.0000000180025095e-35 0.15238000000000004 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02110136474006874 0.0013241673982615104 0.021410545860955352 0.0028506910889535514 leaf_weight=15.029587205106511 122.0879541230388 6.9157620612531892 6.3336673346348098 leaf_count=561 1635 36 49 internal_value=0 0.00240399 -0.014004 internal_weight=0 129.004 21.3633 internal_count=2281 1671 610 is_linear=0 shrinkage=0.0224292 Tree=3900 num_leaves=3 num_cat=0 split_feature=475 1213 split_gain=6.05239 6.29146 threshold=-0.08663499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043988559600312619 -0.00037970724337194924 4.657618349891628e-05 leaf_weight=5.5750467203324652 7.0138641410449045 139.95105728766066 leaf_count=108 339 1799 internal_value=0 2.61852e-05 internal_weight=0 146.965 internal_count=2246 2138 is_linear=0 shrinkage=0.000439788 Tree=3901 num_leaves=3 num_cat=0 split_feature=475 483 split_gain=6.07466 5.77293 threshold=-0.08663499999999999 0.096460000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022651759936337917 0.0022303437207498076 -0.022436649162313568 leaf_weight=5.4716095176991066 139.23964235576568 4.923375110491178 leaf_count=108 2011 127 internal_value=0 0.00138507 internal_weight=0 144.163 internal_count=2246 2138 is_linear=0 shrinkage=0.0224292 Tree=3902 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=5.63478 6.13866 1.32302 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.097284999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050305235736198238 0.00031010591635423281 0.020529717671512737 -0.024584120210895111 leaf_weight=1.4616069411858914 134.7519846179639 7.9831564568448803 5.3394880183332125 leaf_count=35 1815 92 304 internal_value=0 0.00144358 -0.0194248 internal_weight=0 142.735 6.80109 internal_count=2246 1907 339 is_linear=0 shrinkage=0.0224292 Tree=3903 num_leaves=3 num_cat=0 split_feature=475 1213 split_gain=5.86624 6.12704 threshold=-0.08663499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043633360539416244 -0.00037889666287489331 4.3459328296286029e-05 leaf_weight=5.5485811191610983 6.9533826261467757 140.70639296734589 leaf_count=108 339 1799 internal_value=0 2.35239e-05 internal_weight=0 147.66 internal_count=2246 2138 is_linear=0 shrinkage=0.000439788 Tree=3904 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=8.28924 5.76848 threshold=-0.11377999999999998 0.12541500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059012608622171288 3.0652820730372603e-06 0.00030864004909338859 leaf_weight=4.2686659759056047 134.74194362631533 13.092120338114908 leaf_count=128 1934 206 internal_value=0 3.01632e-05 internal_weight=0 147.834 internal_count=2268 2140 is_linear=0 shrinkage=0.000439788 Tree=3905 num_leaves=3 num_cat=0 split_feature=42 3 split_gain=8.51268 5.09494 threshold=-0.11377999999999998 0.25682500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059492315292801966 1.5255486413605062e-05 0.00045993260405021287 leaf_weight=4.3089943540107916 142.08303745469311 5.145661170827224 leaf_count=128 2039 101 internal_value=0 3.08546e-05 internal_weight=0 147.229 internal_count=2268 2140 is_linear=0 shrinkage=0.000439788 Tree=3906 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=8.14904 5.58712 threshold=-0.11377999999999998 0.12541500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058722239120139201 3.911125550398586e-06 0.00030700404964973868 leaf_weight=4.2301494313433059 133.71936482749879 12.87872815079754 leaf_count=128 1934 206 internal_value=0 3.05745e-05 internal_weight=0 146.598 internal_count=2268 2140 is_linear=0 shrinkage=0.000439788 Tree=3907 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=8.15649 5.66341 threshold=-0.11377999999999998 0.12541500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058970800471450861 1.6833448816662451e-06 0.00030545995826439584 leaf_weight=4.2263992168154791 133.86618875103886 13.006057296879588 leaf_count=128 1934 206 internal_value=0 2.862e-05 internal_weight=0 146.872 internal_count=2268 2140 is_linear=0 shrinkage=0.000439788 Tree=3908 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=6.83598 6.63228 threshold=-0.17446999999999999 0.088425000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027780314395084487 -1.2204186994969722e-06 -0.00033595648277567148 leaf_weight=15.230218261014668 120.269770230836 12.633761086530283 leaf_count=132 1735 392 internal_value=0 -3.3084e-05 internal_weight=0 132.904 internal_count=2259 2127 is_linear=0 shrinkage=0.000439788 Tree=3909 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=6.29656 6.37176 threshold=-0.17446999999999999 0.088425000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013783436825182283 -5.2862833651832777e-05 -0.017153600311990286 leaf_weight=14.799926360254174 117.23098509266856 12.072701511642661 leaf_count=132 1735 392 internal_value=0 -0.0016518 internal_weight=0 129.304 internal_count=2259 2127 is_linear=0 shrinkage=0.0224292 Tree=3910 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=6.40675 6.22087 threshold=-0.17446999999999999 0.088425000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026776339816940859 -2.6663744385539416e-06 -0.00032771546391885745 leaf_weight=15.233983695507048 122.18090482469415 12.539264595194252 leaf_count=132 1735 392 internal_value=0 -3.29629e-05 internal_weight=0 134.72 internal_count=2259 2127 is_linear=0 shrinkage=0.000439788 Tree=3911 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=6.06467 6.14471 threshold=-0.17446999999999999 0.088425000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013583526787622773 -5.3219465532108806e-05 -0.016904828344121114 leaf_weight=14.687395097222177 117.32466873148223 11.979629631226997 leaf_count=132 1735 392 internal_value=0 -0.00161673 internal_weight=0 129.304 internal_count=2259 2127 is_linear=0 shrinkage=0.0224292 Tree=3912 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=6.13712 8.01503 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003232412320101814 0.00062410320677750049 1.1952183384773013e-05 leaf_weight=10.165724775288252 4.2428687508217982 141.02080473471142 leaf_count=109 38 2106 internal_value=0 2.99116e-05 internal_weight=0 145.264 internal_count=2253 2144 is_linear=0 shrinkage=0.000439788 Tree=3913 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=5.948 8.08408 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016411614766986462 0.032144998525718053 0.00048300730981334775 leaf_weight=10.067903815070165 4.1600272080395362 138.61075085523771 leaf_count=109 38 2106 internal_value=0 0.00140974 internal_weight=0 142.771 internal_count=2253 2144 is_linear=0 shrinkage=0.0224292 Tree=3914 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=5.67765 7.79585 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031296628670484907 0.00061507358044157279 8.1397895814204856e-06 leaf_weight=10.229105896665713 4.1960277890320858 141.59777980645595 leaf_count=109 38 2106 internal_value=0 2.56859e-05 internal_weight=0 145.794 internal_count=2253 2144 is_linear=0 shrinkage=0.000439788 Tree=3915 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=5.67706 7.67056 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031044983149959793 0.00060630157913254179 1.0228488227897375e-05 leaf_weight=10.257560285157522 4.2820736335124812 143.02389332727762 leaf_count=109 38 2106 internal_value=0 2.76322e-05 internal_weight=0 147.306 internal_count=2253 2144 is_linear=0 shrinkage=0.000439788 Tree=3916 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=6.5696 7.04164 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052787055525882378 -0.00021981962700779194 4.8089261227636859e-05 leaf_weight=4.5760968204558585 22.463252655754331 121.62197246981668 leaf_count=124 644 1530 internal_value=0 6.29799e-06 internal_weight=0 144.085 internal_count=2298 2174 is_linear=0 shrinkage=0.000439788 Tree=3917 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=6.26246 6.82817 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026996770797432977 -0.011311239899272119 0.0023411457872814082 leaf_weight=4.3650042450899482 21.791753724421142 118.86003317238647 leaf_count=124 644 1530 internal_value=0 0.000224678 internal_weight=0 140.652 internal_count=2298 2174 is_linear=0 shrinkage=0.0224292 Tree=3918 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=6.25688 6.81202 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052526030895478412 -0.00021970348244839796 4.4472183841089877e-05 leaf_weight=4.4448046615434569 22.332323524460662 121.49986130619072 leaf_count=124 644 1530 internal_value=0 3.43083e-06 internal_weight=0 143.832 internal_count=2298 2174 is_linear=0 shrinkage=0.000439788 Tree=3919 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=6.10305 6.54242 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026894919936871025 -0.011090943764169161 0.0022875244633133451 leaf_weight=4.2851043434202429 21.733564019668847 118.89459007486585 leaf_count=124 644 1530 internal_value=0 0.000218706 internal_weight=0 140.628 internal_count=2298 2174 is_linear=0 shrinkage=0.0224292 Tree=3920 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=9.44488 9.1729 4.18156 threshold=0.10384000000000002 -0.11372999999999998 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014129139104097828 5.5409274703426738e-05 -0.00018415779628902027 0.00035726701511217061 leaf_weight=21.579111714032479 40.383973560063168 74.6544375285157 11.361065924167631 leaf_count=166 389 1591 128 internal_value=0 -0.000111167 0.000121792 internal_weight=0 96.2335 51.745 internal_count=2274 1757 517 is_linear=0 shrinkage=0.000439788 Tree=3921 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=8.72504 8.71308 4.25523 threshold=0.10384000000000002 -0.11372999999999998 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013914043121537333 4.9601070350947122e-05 -0.00017910986033730679 0.00035618033438072195 leaf_weight=21.405950328451581 39.994960985612124 74.506363317050273 11.194825975457205 leaf_count=166 389 1591 128 internal_value=0 -0.000108068 0.000116755 internal_weight=0 95.9123 51.1898 internal_count=2274 1757 517 is_linear=0 shrinkage=0.000439788 Tree=3922 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=8.94009 9.07826 4.2453 threshold=0.10384000000000002 -0.11372999999999998 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014331618470573798 5.1765622579401569e-05 -0.00018090730775923884 0.00035709143235517231 leaf_weight=21.501221163140144 40.193770594312809 74.645820202407776 11.263691280037163 leaf_count=166 389 1591 128 internal_value=0 -0.000108388 0.000118707 internal_weight=0 96.147 51.4575 internal_count=2274 1757 517 is_linear=0 shrinkage=0.000439788 Tree=3923 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=7.16505 6.99531 threshold=0.089365000000000014 -0.060199999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011964086419344514 0.00029751411537964212 0.00010475853330445049 leaf_weight=99.252007958624745 11.840368740959091 36.823671404388733 leaf_count=1786 99 389 internal_value=0 -5.89096e-05 internal_weight=0 136.076 internal_count=2274 2175 is_linear=0 shrinkage=0.000439788 Tree=3924 num_leaves=4 num_cat=0 split_feature=160 12 1 split_gain=5.79947 4.08335 0.0163238 threshold=-0.40446999999999994 -0.12529499999999996 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045526628413828209 -0.00046142453811387767 4.6722779398635879e-05 -0.00054357708031281765 leaf_weight=2.2864513349632025 3.1043448372511184 147.58277103214641 1.7607778292149303 leaf_count=150 70 2014 23 internal_value=0 3.61972e-05 -0.000496058 internal_weight=0 150.687 4.04723 internal_count=2257 2084 173 is_linear=0 shrinkage=0.000439788 Tree=3925 num_leaves=4 num_cat=0 split_feature=160 394 1 split_gain=5.79837 4.01865 0.0171401 threshold=-0.40446999999999994 -0.081984999999999988 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045545505585079942 -0.00033061848660267848 4.8757980127292906e-05 -0.00054453238487590591 leaf_weight=2.3010390057606847 5.5904161733342326 144.97685114905471 1.7636421490460632 leaf_count=150 107 1977 23 internal_value=0 3.4632e-05 -0.00049647 internal_weight=0 150.567 4.06468 internal_count=2257 2084 173 is_linear=0 shrinkage=0.000439788 Tree=3926 num_leaves=4 num_cat=0 split_feature=160 394 1 split_gain=5.58068 4.10007 0.0162895 threshold=-0.40446999999999994 -0.081984999999999988 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023182831239740777 -0.017231106359583716 0.0024990234101062788 -0.027758983239964476 leaf_weight=2.1876915822649603 5.4849848859012118 142.00860923640721 1.721732930280268 leaf_count=150 107 1977 23 internal_value=0 0.00176317 -0.0253233 internal_weight=0 147.494 3.90942 internal_count=2257 2084 173 is_linear=0 shrinkage=0.0224292 Tree=3927 num_leaves=4 num_cat=0 split_feature=160 12 1 split_gain=5.73437 3.95828 0.0172229 threshold=-0.40446999999999994 -0.12529499999999996 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045518441160835989 -0.00045450116313072676 4.337717259516505e-05 -0.00054453813102356213 leaf_weight=2.2819562045915509 3.1354186459211624 147.7588536440453 1.7618571352213619 leaf_count=150 70 2014 23 internal_value=0 3.29756e-05 -0.000496491 internal_weight=0 150.894 4.04381 internal_count=2257 2084 173 is_linear=0 shrinkage=0.000439788 Tree=3928 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=5.1124 5.73262 threshold=0.15251000000000001 0.10160500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0806461181562552e-06 0.00030652887876252073 -0.0004691265716145028 leaf_weight=145.29560915680486 10.545084188459439 5.0625359836849375 leaf_count=1992 123 152 internal_value=0 -9.97703e-06 internal_weight=0 150.358 internal_count=2267 2144 is_linear=0 shrinkage=0.000439788 Tree=3929 num_leaves=4 num_cat=0 split_feature=43 133 43 split_gain=4.81343 6.27853 5.12248 threshold=0.12486500000000002 -0.25159999999999993 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043877549268815262 -0.0063508209366009176 0.023842537246903536 -0.0042718140791985007 leaf_weight=59.037862557175686 5.4665380008955244 9.4104645147453976 82.173589998856187 leaf_count=885 129 56 1197 internal_value=0 0.0127541 -0.000651307 internal_weight=0 14.877 141.211 internal_count=2267 185 2082 is_linear=0 shrinkage=0.0224292 Tree=3930 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=5.03558 6.0715 threshold=-0.24689499999999998 0.13138000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026969637040652738 4.7641852474838993e-06 -0.00049773007571573928 leaf_weight=13.405735003529115 141.84464329508774 4.7892876006662837 leaf_count=126 2102 39 internal_value=0 -1.17107e-05 internal_weight=0 146.634 internal_count=2267 2141 is_linear=0 shrinkage=0.000439788 Tree=3931 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=5.10985 5.89568 threshold=-0.24689499999999998 0.13138000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002714216370120471 5.1313659371694372e-06 -0.00049291975319169128 leaf_weight=13.511870634043587 140.98062758895685 4.7328344210982314 leaf_count=126 2102 39 internal_value=0 -1.1108e-05 internal_weight=0 145.713 internal_count=2267 2141 is_linear=0 shrinkage=0.000439788 Tree=3932 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=6.11111 7.56941 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003676414328373669 -0.00018215391279806272 2.837964274181508e-05 leaf_weight=7.3291319618001571 50.068409141895245 96.975645601836732 leaf_count=55 1180 1011 internal_value=0 -4.33212e-05 internal_weight=0 147.044 internal_count=2246 2191 is_linear=0 shrinkage=0.000439788 Tree=3933 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=6.28105 7.48619 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037397209320880876 -0.00018104722568016741 2.985907353601529e-05 leaf_weight=7.3678458288777611 49.267238916450879 95.854996522277361 leaf_count=55 1180 1011 internal_value=0 -4.17555e-05 internal_weight=0 145.122 internal_count=2246 2191 is_linear=0 shrinkage=0.000439788 Tree=3934 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=6.13653 6.85399 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018941656312050557 -0.0090575218676335924 0.0013470553015064431 leaf_weight=7.2520978180691591 48.194936467902153 93.837401618860895 leaf_count=55 1180 1011 internal_value=0 -0.00218421 internal_weight=0 142.032 internal_count=2246 2191 is_linear=0 shrinkage=0.0224292 Tree=3935 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.92156 6.57663 threshold=-0.47365999999999991 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018722429177072782 -0.0088875300315114023 0.0013170750043052391 leaf_weight=7.1735668159089974 48.017507018143078 93.821407962124795 leaf_count=55 1180 1011 internal_value=0 -0.00213828 internal_weight=0 141.839 internal_count=2246 2191 is_linear=0 shrinkage=0.0224292 Tree=3936 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=7.40581 4.94094 threshold=-0.40771999999999992 0.0055300000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03130745885003039 -0.0026508781420751023 0.0057683818990254465 leaf_weight=3.6613789431867181 82.804531574700377 60.795615708033438 leaf_count=89 1639 560 internal_value=0 0.000913855 internal_weight=0 143.6 internal_count=2288 2199 is_linear=0 shrinkage=0.0224292 Tree=3937 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.92098 4.84637 threshold=-0.40274499999999996 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046158760306793577 -3.0786609460027773e-06 0.00034590865615752862 leaf_weight=4.2684304551221421 137.5032257327548 8.1335555855184776 leaf_count=91 2081 116 internal_value=0 1.64544e-05 internal_weight=0 145.637 internal_count=2288 2197 is_linear=0 shrinkage=0.000439788 Tree=3938 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=7.2556 5.17715 threshold=-0.40771999999999992 0.0052350000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060696454101926735 -5.3475930592511753e-05 0.00011383758087398166 leaf_weight=3.6736651492537922 84.648483544719056 61.917636544123525 leaf_count=89 1635 564 internal_value=0 1.72122e-05 internal_weight=0 146.566 internal_count=2288 2199 is_linear=0 shrinkage=0.000439788 Tree=3939 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=7.19223 5.17954 threshold=-0.40771999999999992 0.0052350000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006043211340520917 -5.3213477162379365e-05 0.00011369653118563919 leaf_weight=3.6734611724386914 85.351349849312101 62.111056581983576 leaf_count=89 1635 564 internal_value=0 1.70945e-05 internal_weight=0 147.462 internal_count=2288 2199 is_linear=0 shrinkage=0.000439788 Tree=3940 num_leaves=4 num_cat=0 split_feature=1456 453 2 split_gain=5.1716 4.85986 3.83754e-05 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046977367410486241 4.3302993563775553e-06 -0.00042161329284724292 -0.00053803072504391076 leaf_weight=2.8591856026032465 137.35711599330534 5.3648994781542561 1.523464045487344 leaf_count=150 1972 51 49 internal_value=0 -1.17351e-05 -0.000495731 internal_weight=0 142.722 4.38265 internal_count=2222 2023 199 is_linear=0 shrinkage=0.000439788 Tree=3941 num_leaves=4 num_cat=0 split_feature=16 52 2 split_gain=5.17494 5.52525 3.59049 threshold=0.25694000000000006 -0.08130999999999998 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084128286601404586 -0.020147741948133301 -0.0024886892932924004 0.0042249934265777868 leaf_weight=30.823456727608573 11.285478500765747 96.758861936497851 4.1515413154265834 leaf_count=305 194 1634 89 internal_value=0 0.000145945 -0.013596 internal_weight=0 127.582 15.437 internal_count=2222 1939 283 is_linear=0 shrinkage=0.0224292 Tree=3942 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=5.26912 4.98178 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049615390134924323 5.402487949837429e-06 -0.00042345503686123752 leaf_weight=4.444289574676076 137.65923874778673 5.4271393415983757 leaf_count=199 1972 51 internal_value=0 -1.0918e-05 internal_weight=0 143.086 internal_count=2222 2023 is_linear=0 shrinkage=0.000439788 Tree=3943 num_leaves=4 num_cat=0 split_feature=1456 453 2 split_gain=5.37801 5.19999 0.00139665 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047024421393907482 7.3144655965804134e-06 -0.00043220214912368044 -0.00053947122095297578 leaf_weight=2.9149113080638918 137.94470588595141 5.3915280527435234 1.5808689033729022 leaf_count=150 1972 51 49 internal_value=0 -9.27311e-06 -0.000496765 internal_weight=0 143.336 4.49578 internal_count=2222 2023 199 is_linear=0 shrinkage=0.000439788 Tree=3944 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.42217 6.13751 threshold=-0.28286499999999998 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052194952394514851 -6.737087140050206e-06 0.00026327475551164898 leaf_weight=4.2102509658434419 127.36945406300947 18.649513255455531 leaf_count=48 1928 228 internal_value=0 2.77787e-05 internal_weight=0 146.019 internal_count=2204 2156 is_linear=0 shrinkage=0.000439788 Tree=3945 num_leaves=4 num_cat=0 split_feature=403 403 151 split_gain=5.64248 6.68706 5.97125 threshold=0.092660000000000006 0.10160500000000001 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026918023015865697 0.037596485088947529 0.00024725201837040236 0.00038927093182572128 leaf_weight=4.1353223436162798 4.4059579600580019 5.300493118702434 132.82960521135828 leaf_count=48 32 145 1979 internal_value=0 0.0172414 -0.000438843 internal_weight=0 9.70645 136.965 internal_count=2204 177 2027 is_linear=0 shrinkage=0.0224292 Tree=3946 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=4.75462 4.5383 threshold=0.062655000000000016 -0.10628499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017343878603745137 -0.00038604458469700413 -1.332357411351379e-05 leaf_weight=32.323674093466252 5.5467339999740934 113.38866584148491 leaf_count=235 80 1889 internal_value=0 2.81236e-05 internal_weight=0 145.712 internal_count=2204 2124 is_linear=0 shrinkage=0.000439788 Tree=3947 num_leaves=4 num_cat=0 split_feature=403 403 151 split_gain=5.35364 6.29253 5.74101 threshold=0.092660000000000006 0.10160500000000001 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026434395060915102 0.036347271769369562 0.00022855475341458916 0.00038135177926105964 leaf_weight=4.1224506061407729 4.4531668190611509 5.3053497886867262 132.9049257041479 leaf_count=48 32 145 1979 internal_value=0 0.0167496 -0.000428966 internal_weight=0 9.75852 137.027 internal_count=2204 177 2027 is_linear=0 shrinkage=0.0224292 Tree=3948 num_leaves=4 num_cat=0 split_feature=484 15 0 split_gain=4.64575 4.89259 4.35773 threshold=0.085515000000000022 0.088235000000000022 -0.13314999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002456663563141879 0.0253509659238851 0.0084055140670029876 0.0034708291595841917 leaf_weight=110.1915484815836 7.0370461817365166 25.712343792954925 13.065976648867943 leaf_count=1568 35 482 208 internal_value=0 -0.000400701 0.0111467 internal_weight=0 135.904 20.103 internal_count=2293 2050 243 is_linear=0 shrinkage=0.0224292 Tree=3949 num_leaves=4 num_cat=0 split_feature=484 15 0 split_gain=4.45471 4.66708 4.22341 threshold=0.085515000000000022 0.088235000000000022 -0.13314999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024012971856417955 0.024991472793109971 0.0081971290484432052 0.003393252947745683 leaf_weight=110.20402287493926 6.97909992723726 25.774400351278018 13.06537359204958 leaf_count=1568 35 482 208 internal_value=0 -0.000391521 0.01093 internal_weight=0 135.978 20.0445 internal_count=2293 2050 243 is_linear=0 shrinkage=0.0224292 Tree=3950 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=4.29261 7.78099 6.76456 threshold=0.092355000000000007 1.0000000180025095e-35 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040787558345329559 0.0036642967699180699 -0.017717393479566676 0.013728257594484358 leaf_weight=97.604670379281742 19.07337075554824 15.50947147712577 23.851091172953602 leaf_count=1250 325 355 363 internal_value=0 -0.0059293 0.00302544 internal_weight=0 34.5828 121.456 internal_count=2293 680 1613 is_linear=0 shrinkage=0.0224292 Tree=3951 num_leaves=4 num_cat=0 split_feature=484 15 0 split_gain=4.24976 4.43475 4.11631 threshold=0.085515000000000022 0.088235000000000022 -0.13314999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023638234506271373 0.024629247055411134 0.0079560424173933005 0.0032481492303237415 leaf_weight=110.19586807164887 6.9212624479550895 25.845201000163797 13.062102732714264 leaf_count=1568 35 482 208 internal_value=0 -0.000402405 0.01067 internal_weight=0 136.041 19.9834 internal_count=2293 2050 243 is_linear=0 shrinkage=0.0224292 Tree=3952 num_leaves=4 num_cat=0 split_feature=1 51 15 split_gain=6.44449 11.1611 4.83914 threshold=0.094405000000000003 0.087425000000000017 0.035255000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2495243256794082e-05 0.00014681200983375793 -0.00063895479200681881 -0.00020746569860047932 leaf_weight=86.797571934672305 60.957803611061536 6.2761556500918223 8.4791118695866299 leaf_count=1440 594 177 99 internal_value=0 -7.35127e-05 0.000103505 internal_weight=0 93.0737 69.4369 internal_count=2310 1617 693 is_linear=0 shrinkage=0.000439788 Tree=3953 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=5.21797 5.04341 threshold=0.31205500000000003 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024962187753457578 0.023376898386381434 0.0081422143421359238 leaf_weight=125.21654740087979 4.6911627737572408 27.286951510701329 leaf_count=2025 91 194 internal_value=0 -0.000591938 internal_weight=0 152.503 internal_count=2310 2219 is_linear=0 shrinkage=0.0224292 Tree=3954 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=5.55965 11.3934 4.88363 threshold=0.094405000000000003 0.087425000000000017 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013686422151376017 -0.0070163583540635895 -0.033167862560460983 0.008066058676797697 leaf_weight=84.020845753111644 13.519882602151482 6.0593672498653168 53.420810188981704 leaf_count=1440 192 177 501 internal_value=0 -0.00351423 0.00501876 internal_weight=0 90.0802 66.9407 internal_count=2310 1617 693 is_linear=0 shrinkage=0.0224292 Tree=3955 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=5.97838 10.9766 4.84201 threshold=0.094405000000000003 0.087425000000000017 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0270518829050919e-05 -0.00013025647869761866 -0.00064058909993004449 0.00015989771851538843 leaf_weight=85.828873372607632 13.955033848294986 6.0860904150467823 54.573634015279822 leaf_count=1440 192 177 501 internal_value=0 -7.0807e-05 0.000100792 internal_weight=0 91.915 68.5287 internal_count=2310 1617 693 is_linear=0 shrinkage=0.000439788 Tree=3956 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=7.2864 12.0766 5.38879 threshold=0.08826500000000001 -0.060004999999999996 0.086800000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023882159138385623 3.9629635085358288e-05 0.00024890531063502107 0.00036138376873349413 leaf_weight=41.521776786423288 84.910308797057951 12.841740845004095 11.403992035659028 leaf_count=955 1060 125 83 internal_value=0 -0.000123564 7.77907e-05 internal_weight=0 54.3635 96.3143 internal_count=2223 1080 1143 is_linear=0 shrinkage=0.000439788 Tree=3957 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=6.69434 11.7115 5.23872 threshold=0.08826500000000001 -0.060004999999999996 0.086800000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012072824936796867 0.0018430665361838807 0.012750923109954206 0.018207680828480739 leaf_weight=40.317517474264605 82.998514472594252 12.51434877514839 11.146730945911257 leaf_count=955 1060 125 83 internal_value=0 -0.00619031 0.00378392 internal_weight=0 52.8319 94.1452 internal_count=2223 1080 1143 is_linear=0 shrinkage=0.0224292 Tree=3958 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=6.41703 11.2396 5.054 threshold=0.08826500000000001 -0.060004999999999996 0.086800000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011860952634801131 0.0018020807345127698 0.012489484990237405 0.017924795831449875 leaf_weight=40.119866156135686 82.982888091224595 12.490418820641933 11.069865657365879 leaf_count=955 1060 125 83 internal_value=0 -0.00607738 0.00370295 internal_weight=0 52.6103 94.0528 internal_count=2223 1080 1143 is_linear=0 shrinkage=0.0224292 Tree=3959 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=6.1508 10.7858 4.87501 threshold=0.08826500000000001 -0.060004999999999996 0.086800000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011651597846225242 0.0017619973582673231 0.012232750842577916 0.017644395781434126 leaf_weight=39.927255830902141 82.967671660400811 12.467198251397347 10.99471167847514 leaf_count=955 1060 125 83 internal_value=0 -0.00596596 0.00362363 internal_weight=0 52.3945 93.9624 internal_count=2223 1080 1143 is_linear=0 shrinkage=0.0224292 Tree=3960 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=5.03139 8.61951 2.92554 threshold=0.12541500000000003 0.11621500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031307216759742456 0.023413545514057058 -0.030457182091344983 0.0024058317955678631 leaf_weight=131.90239433987881 7.1519034388475102 4.7254520956194019 6.2429660278139636 leaf_count=1981 106 89 92 internal_value=0 -0.000755264 0.0136398 internal_weight=0 136.628 13.3949 internal_count=2268 2070 198 is_linear=0 shrinkage=0.0224292 Tree=3961 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=4.84265 8.32143 2.85378 threshold=0.12541500000000003 0.11621500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030604585833665215 0.023166716985321786 -0.03006842875544205 0.0023546253706546263 leaf_weight=131.90465933310043 7.0671493466943485 4.6799543747183625 6.2361557643162087 leaf_count=1981 106 89 92 internal_value=0 -0.000738766 0.013428 internal_weight=0 136.585 13.3033 internal_count=2268 2070 198 is_linear=0 shrinkage=0.0224292 Tree=3962 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=4.66026 8.03166 2.78261 threshold=0.12541500000000003 0.11621500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029917742417125771 0.022917529357600726 -0.029677419236842757 0.0023044535696757646 leaf_weight=131.90687625650025 6.9849011316546221 4.6360161697957656 6.229500810848549 leaf_count=1981 106 89 92 internal_value=0 -0.000722619 0.0132175 internal_weight=0 136.543 13.2144 internal_count=2268 2070 198 is_linear=0 shrinkage=0.0224292 Tree=3963 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=4.81532 7.67467 2.75642 threshold=0.12541500000000003 0.11621500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3863758265840314e-06 0.00044527288265424746 -0.00056433836452950625 4.891229971258418e-05 leaf_weight=135.61012972261233 7.1644250465324131 4.748251305834855 6.4420583433238789 leaf_count=1981 106 89 92 internal_value=0 -1.58936e-05 0.000257945 internal_weight=0 140.358 13.6065 internal_count=2268 2070 198 is_linear=0 shrinkage=0.000439788 Tree=3964 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.2989 5.63721 threshold=-0.41249499999999995 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0259435164579714 -0.00018887045298750981 0.012427635382270761 leaf_weight=4.2790327283437355 125.26299800499692 20.751100687484723 leaf_count=49 1951 251 internal_value=0 0.00160554 internal_weight=0 146.014 internal_count=2251 2202 is_linear=0 shrinkage=0.0224292 Tree=3965 num_leaves=4 num_cat=0 split_feature=13 403 15 split_gain=5.61242 6.37613 2.49974 threshold=-0.094869999999999996 0.093800000000000008 -0.0036549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5540339621242431e-05 -4.7037329633831704e-06 -0.00052235043852494746 0.00031163291476512378 leaf_weight=14.204043743200602 119.80122008729086 4.767124186619184 15.330307816038838 leaf_count=169 1844 133 105 internal_value=0 -2.45906e-05 0.000188585 internal_weight=0 124.568 29.5344 internal_count=2251 1977 274 is_linear=0 shrinkage=0.000439788 Tree=3966 num_leaves=4 num_cat=0 split_feature=13 403 15 split_gain=5.76471 6.2824 2.45011 threshold=-0.094869999999999996 0.093800000000000008 -0.0036549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6108142191108713e-05 -8.4074735287141539e-06 -0.0005216194615971331 0.00030904869853693443 leaf_weight=14.27694644732401 119.74370534667105 4.779189523542299 15.396597614861092 leaf_count=169 1844 133 105 internal_value=0 -2.81815e-05 0.000187465 internal_weight=0 124.523 29.6735 internal_count=2251 1977 274 is_linear=0 shrinkage=0.000439788 Tree=3967 num_leaves=3 num_cat=0 split_feature=151 13 split_gain=6.04489 5.51854 threshold=-0.41249499999999995 0.26807500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02546979414260625 0.0023358239370666299 -0.023200913666473408 leaf_weight=4.2625661128549828 141.62185362228774 4.3700752734439439 leaf_count=49 2150 52 internal_value=0 0.00156848 internal_weight=0 145.992 internal_count=2251 2202 is_linear=0 shrinkage=0.0224292 Tree=3968 num_leaves=3 num_cat=0 split_feature=453 128 split_gain=8.63699 7.35841 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025883713015668257 -0.024814872685209335 -0.024916886280638453 leaf_weight=138.54166947222257 6.48148847115226 5.0531544061668674 leaf_count=2031 60 168 internal_value=0 0.00161727 internal_weight=0 143.595 internal_count=2259 2199 is_linear=0 shrinkage=0.0224292 Tree=3969 num_leaves=3 num_cat=0 split_feature=453 128 split_gain=7.94031 7.41067 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8401509070435206e-05 -0.00046276853595152184 -0.00048492790556268301 leaf_weight=142.10591626443784 6.6034452051389954 5.2053131738502989 leaf_count=2031 60 168 internal_value=0 2.94957e-05 internal_weight=0 147.311 internal_count=2259 2199 is_linear=0 shrinkage=0.000439788 Tree=3970 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=8.27024 7.31689 threshold=1.0000000180025095e-35 0.27467500000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.7340757592740404e-06 -0.00047322670340968134 0.0002817753914403458 leaf_weight=127.10017600181163 6.5934342045802614 19.297717391513288 leaf_count=1956 60 243 internal_value=0 2.95917e-05 internal_weight=0 146.398 internal_count=2259 2199 is_linear=0 shrinkage=0.000439788 Tree=3971 num_leaves=3 num_cat=0 split_feature=453 128 split_gain=8.24583 7.11204 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025259832815181299 -0.02425726291331393 -0.024666873399827104 leaf_weight=138.65515387013147 6.4771771044470361 4.9944214944844125 leaf_count=2031 60 168 internal_value=0 0.00157739 internal_weight=0 143.65 internal_count=2259 2199 is_linear=0 shrinkage=0.0224292 Tree=3972 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=4.46129 4.54064 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044531677828022652 6.7838532902581108e-07 0.0003945802141106525 leaf_weight=4.8044575939420602 147.72012729285052 5.8665939436759791 leaf_count=72 2155 45 internal_value=0 1.57715e-05 internal_weight=0 153.587 internal_count=2272 2200 is_linear=0 shrinkage=0.000439788 Tree=3973 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=4.27931 4.72103 threshold=0.084620000000000015 0.08926000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9902232916801476e-05 0.00039697524097473798 -0.00039347784251502383 leaf_weight=147.37911358907877 5.8814096581190816 5.2573363501578561 leaf_count=2171 46 55 internal_value=0 1.52721e-05 internal_weight=0 152.636 internal_count=2272 2226 is_linear=0 shrinkage=0.000439788 Tree=3974 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=4.29507 4.64254 threshold=0.084620000000000015 0.08926000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9612182455093782e-05 0.0003965846916381471 -0.00039056717053396681 leaf_weight=147.31366089955554 5.9114409105386576 5.2487559029832473 leaf_count=2171 46 55 internal_value=0 1.51093e-05 internal_weight=0 152.562 internal_count=2272 2226 is_linear=0 shrinkage=0.000439788 Tree=3975 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=4.43573 4.51358 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044589966419457172 1.6971228128625887e-06 0.00039458001733660471 leaf_weight=4.7862418261356643 147.29893460944004 5.8623860119841984 leaf_count=72 2155 45 internal_value=0 1.67824e-05 internal_weight=0 153.161 internal_count=2272 2200 is_linear=0 shrinkage=0.000439788 Tree=3976 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=7.73249 8.47517 4.94149 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4386165279524144e-05 0.00023746098025860684 0.00047713299007814237 -3.7073631601898267e-05 leaf_weight=94.652450515553937 35.915446119033732 5.2806010022759429 19.589089110027999 leaf_count=1708 422 19 146 internal_value=0 -6.41009e-05 0.000140591 internal_weight=0 99.9331 55.5045 internal_count=2295 1727 568 is_linear=0 shrinkage=0.000439788 Tree=3977 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=6.82595 8.72061 5.06431 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1824792933336999e-05 0.00023193051960698709 0.00048992507100268604 -4.7606200467724151e-05 leaf_weight=93.718120485980762 35.271581765206065 5.2448172997683278 19.431572474073619 leaf_count=1708 422 19 146 internal_value=0 -6.09048e-05 0.000132652 internal_weight=0 98.9629 54.7032 internal_count=2295 1727 568 is_linear=0 shrinkage=0.000439788 Tree=3978 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=6.24565 8.66713 4.96289 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045453953438104938 0.011672344888513549 0.025187496305147633 -0.0025481312156789416 leaf_weight=91.977949785941746 34.448840911325533 5.1925776842981568 19.227546849986538 leaf_count=1708 422 19 146 internal_value=0 -0.0029519 0.0065793 internal_weight=0 97.1705 53.6764 internal_count=2295 1727 568 is_linear=0 shrinkage=0.0224292 Tree=3979 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=5.98708 8.32973 4.77835 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044482982146436456 0.011476430873618134 0.024795318888490694 -0.0024905853459352176 leaf_weight=91.879163411416812 34.253623140568379 5.1571050826460114 19.230985714821145 leaf_count=1708 422 19 146 internal_value=0 -0.00288954 0.00645534 internal_weight=0 97.0363 53.4846 internal_count=2295 1727 568 is_linear=0 shrinkage=0.0224292 Tree=3980 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=5.69234 11.3421 6.21126 threshold=0.26639000000000007 0.12210500000000001 0.017150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058500264823174849 -0.024020603774921909 0.020293545323852871 0.012377763825972634 leaf_weight=110.74276340421056 10.495530759217216 3.9986549609457134 28.169200525037013 leaf_count=1716 251 25 276 internal_value=0 -0.0117846 0.00297776 internal_weight=0 14.4942 138.912 internal_count=2268 276 1992 is_linear=0 shrinkage=0.0224292 Tree=3981 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=5.46642 10.7738 6.21051 threshold=0.26639000000000007 0.12210500000000001 0.017150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0226052108510833e-05 -0.00045802227132510397 0.00038465895917195021 0.00023857132683081727 leaf_weight=114.09273638849845 10.611299583455546 4.0368984192609778 28.847241749521345 leaf_count=1716 251 25 276 internal_value=0 -0.000225589 5.6335e-05 internal_weight=0 14.6482 142.94 internal_count=2268 276 1992 is_linear=0 shrinkage=0.000439788 Tree=3982 num_leaves=4 num_cat=0 split_feature=51 403 1 split_gain=5.05809 4.87111 4.45074 threshold=-0.10593999999999999 0.092660000000000006 0.10625000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053588077120977603 3.2631437862852712e-05 0.0003592089388092213 1.8781018162973633e-05 leaf_weight=5.4656647985684668 136.05274690309307 9.4284945231047441 5.7097213948145509 leaf_count=163 1886 161 58 internal_value=0 5.3841e-05 -0.000252945 internal_weight=0 145.481 11.1754 internal_count=2268 2047 221 is_linear=0 shrinkage=0.000439788 Tree=3983 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=5.47481 10.9456 5.95466 threshold=0.26639000000000007 0.12210500000000001 0.017150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057259897535656755 -0.023741762044203141 0.019927909111455689 0.012127421322655792 leaf_weight=110.85877965189866 10.380294432165099 3.9807647674460886 28.111458700790536 leaf_count=1716 251 25 276 internal_value=0 -0.0116265 0.0029113 internal_weight=0 14.3611 138.97 internal_count=2268 276 1992 is_linear=0 shrinkage=0.0224292 Tree=3984 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=5.96577 6.33376 threshold=0.084620000000000015 -0.061684999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014112435501241366 0.00033945595781012446 7.1586342131023574e-05 leaf_weight=98.612250686564948 6.778383213793858 37.306084193929564 leaf_count=1778 49 412 internal_value=0 -8.27389e-05 internal_weight=0 135.918 internal_count=2239 2190 is_linear=0 shrinkage=0.000439788 Tree=3985 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=5.95413 6.0587 threshold=0.084620000000000015 -0.061684999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013853040975520117 0.00034042372462766599 6.8942743430360219e-05 leaf_weight=99.319264105593902 6.7653923861216745 37.486814207746647 leaf_count=1778 49 412 internal_value=0 -8.16781e-05 internal_weight=0 136.806 internal_count=2239 2190 is_linear=0 shrinkage=0.000439788 Tree=3986 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=5.91016 5.97165 threshold=0.084620000000000015 -0.061684999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0072256081161334662 0.017306471910978893 0.0034056274675871565 leaf_weight=96.862115635929513 6.6633516217116258 36.616377505532 leaf_count=1778 49 412 internal_value=0 -0.00430913 internal_weight=0 133.478 internal_count=2239 2190 is_linear=0 shrinkage=0.0224292 Tree=3987 num_leaves=4 num_cat=0 split_feature=457 0 16 split_gain=5.74539 5.68993 2.9895 threshold=0.080930000000000016 -0.061684999999999997 -0.0081099999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085631976721682445 -6.402840417815918e-05 0.0022675914125950326 0.015842222604182679 leaf_weight=80.743617704109056 13.973011246533135 34.956147194374353 10.325626597041262 leaf_count=1655 124 394 66 internal_value=0 -0.00529108 0.00670241 internal_weight=0 115.7 24.2986 internal_count=2239 2049 190 is_linear=0 shrinkage=0.0224292 Tree=3988 num_leaves=4 num_cat=0 split_feature=150 160 43 split_gain=7.21228 8.35283 5.80886 threshold=0.081245000000000026 -1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038776197620168356 -0.011977707729967252 0.015537705414791171 -0.0066404245195910063 leaf_weight=42.202298414049437 7.1377081235405084 24.74917301122332 70.547906744657666 leaf_count=734 108 194 1232 internal_value=0 0.00937504 -0.00270354 internal_weight=0 31.8869 112.75 internal_count=2268 302 1966 is_linear=0 shrinkage=0.0224292 Tree=3989 num_leaves=4 num_cat=0 split_feature=150 151 160 split_gain=6.92958 8.36427 8.04074 threshold=0.081245000000000026 0.13982000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003846185226464544 -0.011756388667366433 0.028388835138048032 0.015303782677692843 leaf_weight=108.52055779674265 7.1096521831350428 4.1874706316739312 24.56625938884099 leaf_count=1951 108 15 194 internal_value=0 -0.00264394 0.00922671 internal_weight=0 112.708 31.6759 internal_count=2268 1966 302 is_linear=0 shrinkage=0.0224292 Tree=3990 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=7.04074 7.98186 7.94534 threshold=0.081245000000000026 -1.0000000180025095e-35 0.13982000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2378984437714185e-05 -0.0002239174580212685 0.00029975810192241567 0.00054258144516297418 leaf_weight=111.24445286620175 7.2433572423178694 25.062936186703155 4.1986319236457339 leaf_count=1951 108 194 15 internal_value=0 0.000182282 -4.9927e-05 internal_weight=0 32.3063 115.443 internal_count=2268 302 1966 is_linear=0 shrinkage=0.000439788 Tree=3991 num_leaves=4 num_cat=0 split_feature=150 151 160 split_gain=6.65974 8.04555 7.73829 threshold=0.081245000000000026 0.13982000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037587156056314453 -0.011531397662329577 0.027990078474907656 0.015071243809298996 leaf_weight=108.52133128610149 7.0850517976796281 4.1507043298333874 24.397099298716057 leaf_count=1951 108 15 194 internal_value=0 -0.00258458 0.00908096 internal_weight=0 112.672 31.4822 internal_count=2268 1966 302 is_linear=0 shrinkage=0.0224292 Tree=3992 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=6.35257 10.7254 5.35768 threshold=-0.076639999999999986 -0.098389999999999991 -0.50913499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013505315293560547 0.026508527065969217 -0.015211369845875533 0.003359957945794005 leaf_weight=61.349506666796515 5.6014178399927905 28.933520091639366 47.952664950164035 leaf_count=487 16 1029 714 internal_value=0 -0.00395925 0.00578974 internal_weight=0 90.283 53.5541 internal_count=2246 1516 730 is_linear=0 shrinkage=0.0224292 Tree=3993 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=6.45596 7.96656 5.03466 threshold=-0.062834999999999988 0.090515000000000012 -0.053834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018912606601955689 0.00048731262914810921 5.5020700762911544e-05 7.3293622321745613e-05 leaf_weight=50.659757689791149 6.710444815340451 52.748532230965793 36.524591453955509 leaf_count=1282 56 538 370 internal_value=0 -6.45997e-05 0.00013774 internal_weight=0 103.408 43.235 internal_count=2246 1820 426 is_linear=0 shrinkage=0.000439788 Tree=3994 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=6.084 10.377 5.14035 threshold=-0.076639999999999986 -0.098389999999999991 -0.50913499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013235927916350986 0.025993608923263686 -0.015019191476976791 0.0032881163458951318 leaf_weight=61.356232016085414 5.5840843445621422 28.661699979973491 47.955977738252841 leaf_count=487 16 1029 714 internal_value=0 -0.00388203 0.00566466 internal_weight=0 90.0179 53.5401 internal_count=2246 1516 730 is_linear=0 shrinkage=0.0224292 Tree=3995 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=6.26136 7.75175 4.81169 threshold=-0.062834999999999988 0.090515000000000012 -0.053124999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018832255678372662 0.00046117821073455445 5.2258990456617852e-05 6.7802231065880702e-05 leaf_weight=50.820629881432978 7.1948991569224736 52.799700915871654 36.217385479714721 leaf_count=1282 62 538 364 internal_value=0 -6.57473e-05 0.000133172 internal_weight=0 103.62 43.4123 internal_count=2246 1820 426 is_linear=0 shrinkage=0.000439788 Tree=3996 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=5.59271 5.59007 threshold=0.31205500000000003 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0071193406413181236 0.023467107167971506 -0.0038519211965975767 leaf_weight=29.539857925527031 4.6234416529769069 111.45094763132511 leaf_count=253 94 1921 internal_value=0 -0.00155261 internal_weight=0 140.991 internal_count=2268 2174 is_linear=0 shrinkage=0.0224292 Tree=3997 num_leaves=4 num_cat=0 split_feature=457 1 15 split_gain=4.002 5.52351 5.20828 threshold=0.041935000000000007 0.088975000000000012 0.088575000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045130934267364342 -0.0042299050648850686 0.017202026862138009 -0.013462017590678905 leaf_weight=102.81260746333282 11.003461874090137 13.401019446318967 18.202593971247552 leaf_count=1566 92 119 491 internal_value=0 0.00754307 -0.00241014 internal_weight=0 24.4045 121.015 internal_count=2268 211 2057 is_linear=0 shrinkage=0.0224292 Tree=3998 num_leaves=3 num_cat=0 split_feature=3 483 split_gain=5.4445 5.56948 threshold=0.31205500000000003 0.083960000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040345716902551176 0.023441851707258796 -0.019603312591526079 leaf_weight=132.62061849457677 4.5245012806262812 8.0436300739092967 leaf_count=1933 94 241 internal_value=0 -0.00150388 internal_weight=0 140.664 internal_count=2268 2174 is_linear=0 shrinkage=0.0224292 Tree=3999 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=5.30846 5.36101 threshold=0.31205500000000003 -0.11372999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0070321258305932515 0.023416527325369897 -0.0037258093604378715 leaf_weight=29.465335877262987 4.4289010869106269 111.14686106823501 leaf_count=253 94 1921 internal_value=0 -0.00147083 internal_weight=0 140.612 internal_count=2268 2174 is_linear=0 shrinkage=0.0224292 Tree=4000 num_leaves=4 num_cat=0 split_feature=15 1 16 split_gain=5.0236 19.0944 5.36692 threshold=-0.0064449999999999985 0.091615000000000016 0.16014500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01888315769918246 0.0071756954305394081 0.0043278794978136564 -0.0079146994534743942 leaf_weight=27.928954061411787 58.524190366297262 49.233511353028007 14.850507767172529 leaf_count=669 966 514 141 internal_value=0 -0.00407595 0.00412024 internal_weight=0 77.1625 73.3747 internal_count=2290 1183 1107 is_linear=0 shrinkage=0.0224292 Tree=4001 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=5.04929 6.62078 threshold=0.087615000000000012 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7307377956304249e-06 0.00037974583434579364 -0.00041585532911495721 leaf_weight=139.72491296971566 6.455898073501884 7.6155732431361676 leaf_count=1999 56 235 internal_value=0 -1.70591e-05 internal_weight=0 147.34 internal_count=2290 2234 is_linear=0 shrinkage=0.000439788 Tree=4002 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=4.82978 6.39358 threshold=0.087615000000000012 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017277096765437315 0.019102203901056901 -0.021339728571000489 leaf_weight=136.69208507039002 6.3073487600195213 7.3032817224593591 leaf_count=1999 56 235 internal_value=0 -0.000921003 internal_weight=0 143.995 internal_count=2290 2234 is_linear=0 shrinkage=0.0224292 Tree=4003 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=4.80534 18.4239 7.83119 threshold=-0.0064449999999999985 0.091615000000000016 -0.10071499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018626110215493132 0.015585351265484883 0.0042498065344957359 -0.00061736787030176551 leaf_weight=27.677784036452067 21.01889135374222 49.111406667798292 52.338495895644883 leaf_count=669 126 514 981 internal_value=0 -0.00399814 0.004028 internal_weight=0 76.7892 73.3574 internal_count=2290 1183 1107 is_linear=0 shrinkage=0.0224292 Tree=4004 num_leaves=4 num_cat=0 split_feature=151 4 1 split_gain=6.21105 9.06929 5.69989 threshold=-0.016164999999999995 0.27190000000000009 0.083135000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012310219042269892 -8.8984247972277193e-05 0.00026601872265118176 0.00026730077518626136 leaf_weight=9.7440806014346872 99.269552808924345 16.169141657650471 27.944855190464295 leaf_count=173 1694 201 222 internal_value=0 -3.92243e-05 0.000166355 internal_weight=0 115.439 37.6889 internal_count=2290 1895 395 is_linear=0 shrinkage=0.000439788 Tree=4005 num_leaves=4 num_cat=0 split_feature=151 4 1 split_gain=6.12953 9.26962 5.76453 threshold=-0.016164999999999995 0.27190000000000009 0.083135000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012548773518746275 -8.8869456979409031e-05 0.000267130987481942 0.00026595059026028806 leaf_weight=9.7994355810806137 100.2143145834707 16.452349426457658 28.137375430087559 leaf_count=173 1694 201 222 internal_value=0 -3.86307e-05 0.000164826 internal_weight=0 116.667 37.9368 internal_count=2290 1895 395 is_linear=0 shrinkage=0.000439788 Tree=4006 num_leaves=4 num_cat=0 split_feature=151 4 48 split_gain=6.13848 7.97746 5.09801 threshold=-0.016164999999999995 0.27190000000000009 0.083570000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021303345187748987 -0.0043297451838585632 0.012992830908118891 0.01512379061726527 leaf_weight=13.813630199641919 96.932764455064898 15.495566331432199 22.851948288967833 leaf_count=224 1694 201 171 internal_value=0 -0.00194044 0.00862563 internal_weight=0 112.428 36.6656 internal_count=2290 1895 395 is_linear=0 shrinkage=0.0224292 Tree=4007 num_leaves=4 num_cat=0 split_feature=151 4 1 split_gain=5.88107 7.66657 5.07548 threshold=-0.016164999999999995 0.27190000000000009 0.083135000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0056429896174358613 -0.0042359732793566763 0.012805762821998929 0.013401231680454068 leaf_weight=9.499594849359708 96.857600142335286 15.370995645527726 27.072957130643772 leaf_count=173 1694 201 222 internal_value=0 -0.00190013 0.0084542 internal_weight=0 112.229 36.5726 internal_count=2290 1895 395 is_linear=0 shrinkage=0.0224292 Tree=4008 num_leaves=4 num_cat=0 split_feature=1 403 47 split_gain=6.23266 5.90573 1.11493 threshold=0.13604000000000002 0.093800000000000008 0.08265500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7860281001382202e-06 0.00018366781036067986 -0.00046604385192526083 0.00048509392639523935 leaf_weight=134.28168830263894 4.509011945629025 5.5480980856809756 5.079570334404707 leaf_count=2018 114 171 28 internal_value=0 -2.21884e-05 0.000343996 internal_weight=0 139.83 9.58858 internal_count=2331 2189 142 is_linear=0 shrinkage=0.000439788 Tree=4009 num_leaves=4 num_cat=0 split_feature=1 403 16 split_gain=6.2489 5.90296 1.07473 threshold=0.13604000000000002 0.093800000000000008 -0.061599999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3919151249068586e-06 0.00048938972249512114 -0.00046674539395445772 0.00019437734172530945 leaf_weight=135.70231465774123 4.7351672947988845 5.6164697666536076 4.8839416950941068 leaf_count=2018 95 171 47 internal_value=0 -2.57087e-05 0.000340284 internal_weight=0 141.319 9.61911 internal_count=2331 2189 142 is_linear=0 shrinkage=0.000439788 Tree=4010 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=5.9978 5.36197 0.185161 threshold=0.093800000000000008 0.13604000000000002 -0.027409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021150646132973069 -0.016755467011401209 0.017594564995932527 -0.025638888121041051 leaf_weight=132.2942020445771 1.9977482262765986 9.0733969298307766 3.6640354454866602 leaf_count=2018 68 125 120 internal_value=0 0.000933562 -0.0225712 internal_weight=0 141.368 5.66178 internal_count=2331 2143 188 is_linear=0 shrinkage=0.0224292 Tree=4011 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=5.82331 5.18385 0.204532 threshold=0.093800000000000008 0.13604000000000002 -0.052484999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020676444848825786 -0.016089304569006327 0.017389853728701055 -0.02555022196401335 leaf_weight=132.29345822072355 1.8803278999403117 8.9756387463421543 3.6924283969565286 leaf_count=2018 66 125 122 internal_value=0 0.000913449 -0.0224238 internal_weight=0 141.269 5.57276 internal_count=2331 2143 188 is_linear=0 shrinkage=0.0224292 Tree=4012 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=5.06465 4.68726 threshold=0.25682500000000003 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026925587829291922 0.00045852202876990876 3.0728271904318594e-05 leaf_weight=10.858018744533181 4.9840441367123267 136.459429990442 leaf_count=370 95 1822 internal_value=0 8.58594e-06 internal_weight=0 147.317 internal_count=2287 2192 is_linear=0 shrinkage=0.000439788 Tree=4013 num_leaves=3 num_cat=0 split_feature=3 483 split_gain=5.00721 4.35648 threshold=0.25682500000000003 0.086625000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3004860442398096e-05 0.00045851898202029163 -0.00036187756732931209 leaf_weight=140.75361389170575 4.9005863136844701 5.9085211226483798 leaf_count=1975 95 217 internal_value=0 7.45417e-06 internal_weight=0 146.662 internal_count=2287 2192 is_linear=0 shrinkage=0.000439788 Tree=4014 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=4.93591 4.62236 threshold=0.25682500000000003 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026857016117892008 0.00045836532695477046 3.1132194219811586e-05 leaf_weight=10.721475146187002 4.8701407086336976 135.79083306803659 leaf_count=370 95 1822 internal_value=0 9.16844e-06 internal_weight=0 146.512 internal_count=2287 2192 is_linear=0 shrinkage=0.000439788 Tree=4015 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=5.03236 4.48722 threshold=0.25682500000000003 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026481243478479574 0.00045882881067871648 3.0142326159474995e-05 leaf_weight=10.744198940141358 4.9439015819225451 136.35901514613943 leaf_count=370 95 1822 internal_value=0 8.5677e-06 internal_weight=0 147.103 internal_count=2287 2192 is_linear=0 shrinkage=0.000439788 Tree=4016 num_leaves=3 num_cat=0 split_feature=41 14 split_gain=5.4107 4.93749 threshold=0.083035000000000012 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1524416323931779e-05 -0.0003756827682095375 -0.00038725069553410195 leaf_weight=136.39178387148422 6.1242024349048725 4.8936129543581037 leaf_count=2100 79 63 internal_value=0 4.59303e-05 internal_weight=0 141.285 internal_count=2242 2163 is_linear=0 shrinkage=0.000439788 Tree=4017 num_leaves=3 num_cat=0 split_feature=41 1 split_gain=5.50634 5.40715 threshold=0.083035000000000012 0.13130500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7788416029292708e-05 -0.00038094850731258581 0.00032878941235968515 leaf_weight=130.23038075547083 6.1458462574519208 11.772876118542625 leaf_count=1993 79 170 internal_value=0 4.36129e-05 internal_weight=0 142.003 internal_count=2242 2163 is_linear=0 shrinkage=0.000439788 Tree=4018 num_leaves=3 num_cat=0 split_feature=41 14 split_gain=5.5265 4.66828 threshold=0.083035000000000012 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1415176908804074e-05 -0.00037919511952542404 -0.00037778630957851518 leaf_weight=135.72693294026249 6.1445787160191676 4.8290682572987853 leaf_count=2100 79 63 internal_value=0 4.62763e-05 internal_weight=0 140.556 internal_count=2242 2163 is_linear=0 shrinkage=0.000439788 Tree=4019 num_leaves=3 num_cat=0 split_feature=41 1 split_gain=5.56502 5.11618 threshold=0.083035000000000012 0.13130500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2317030333332498e-05 -0.00038012888705536832 0.00032759562221795633 leaf_weight=128.53710447435151 6.1239595243241629 11.555343796731902 leaf_count=1993 79 170 internal_value=0 4.75387e-05 internal_weight=0 140.092 internal_count=2242 2163 is_linear=0 shrinkage=0.000439788 Tree=4020 num_leaves=4 num_cat=0 split_feature=42 39 42 split_gain=6.75594 7.2843 5.26999 threshold=0.092395000000000019 0.081875000000000017 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1881188950349462e-05 -0.00038077640542226026 0.00018458535625253867 0.00049946089206303734 leaf_weight=116.72102051120601 15.215039961214645 6.1888755580876014 4.8372333598090327 leaf_count=1756 366 94 41 internal_value=0 -0.000217285 5.05634e-05 internal_weight=0 21.4039 121.558 internal_count=2257 460 1797 is_linear=0 shrinkage=0.000439788 Tree=4021 num_leaves=4 num_cat=0 split_feature=42 39 484 split_gain=6.91675 7.15366 5.83805 threshold=0.092395000000000019 0.081875000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027524496717683684 -0.00038217254562798188 0.00017792879206581392 7.8559011418629962e-05 leaf_weight=9.7909736180445162 15.262808011611925 6.1864815109875044 112.11490281581064 leaf_count=288 366 94 1509 internal_value=0 -0.000220612 5.01043e-05 internal_weight=0 21.4493 121.906 internal_count=2257 460 1797 is_linear=0 shrinkage=0.000439788 Tree=4022 num_leaves=4 num_cat=0 split_feature=42 39 484 split_gain=6.87803 7.25565 5.56641 threshold=0.092395000000000019 0.081875000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002704543610688725 -0.00038301452553619745 0.00018068658324021133 7.6823897038308766e-05 leaf_weight=9.6805602182866988 15.298146369226744 6.1923025264404705 112.11480928635865 leaf_count=288 366 94 1509 internal_value=0 -0.000220572 4.91834e-05 internal_weight=0 21.4904 121.795 internal_count=2257 460 1797 is_linear=0 shrinkage=0.000439788 Tree=4023 num_leaves=4 num_cat=0 split_feature=42 39 484 split_gain=6.8609 7.08604 5.39324 threshold=0.092395000000000019 0.081875000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026704642208363752 -0.00038248743462755512 0.00017771086172942778 7.717668103493459e-05 leaf_weight=9.5409294957062212 15.117685404547958 6.1250099311582735 111.30058557317534 leaf_count=288 366 94 1509 internal_value=0 -0.000220948 4.9961e-05 internal_weight=0 21.2427 120.842 internal_count=2257 460 1797 is_linear=0 shrinkage=0.000439788 Tree=4024 num_leaves=4 num_cat=0 split_feature=15 16 48 split_gain=7.79733 8.72307 7.0791 threshold=0.030370000000000005 -0.51403499999999991 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9605597625354838e-05 0.00043013274185564019 -0.00030298614730732155 -0.00039467219520417768 leaf_weight=107.41538668051362 3.5623626462183919 25.503469065908575 6.7322314894699948 leaf_count=1358 23 825 57 internal_value=0 -0.00021291 4.21619e-05 internal_weight=0 29.0658 114.148 internal_count=2263 848 1415 is_linear=0 shrinkage=0.000439788 Tree=4025 num_leaves=4 num_cat=0 split_feature=15 16 151 split_gain=7.15873 8.95665 6.99663 threshold=0.030370000000000005 -0.51403499999999991 -0.21628999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024586993052223925 0.022613857791015664 -0.015495766472859119 0.0031975990548498102 leaf_weight=4.7459660381136919 3.5341965281404581 24.526126001728699 105.68123420418124 leaf_count=64 23 825 1351 internal_value=0 -0.0106837 0.00199942 internal_weight=0 28.0603 110.427 internal_count=2263 848 1415 is_linear=0 shrinkage=0.0224292 Tree=4026 num_leaves=4 num_cat=0 split_feature=15 52 48 split_gain=7.2119 8.61345 6.48683 threshold=0.030370000000000005 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6665719229213268e-05 -2.79686856914343e-05 -0.00053294335942837316 -0.00038144280311645004 leaf_weight=105.47535739839077 18.371610828384295 10.121482383867258 6.6226304775627787 leaf_count=1358 360 488 57 internal_value=0 -0.000207585 4.01315e-05 internal_weight=0 28.4931 112.098 internal_count=2263 848 1415 is_linear=0 shrinkage=0.000439788 Tree=4027 num_leaves=4 num_cat=0 split_feature=15 52 151 split_gain=6.87716 8.61343 6.6993 threshold=0.030370000000000005 1.0000000180025095e-35 -0.21628999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024095799308909736 -0.001264354026546841 -0.027298160418759761 0.0031271032802753186 leaf_weight=4.7331353512126944 18.023231385217517 9.8906035363906977 105.68142579928099 leaf_count=64 360 488 1351 internal_value=0 -0.0105012 0.00195618 internal_weight=0 27.9138 110.415 internal_count=2263 848 1415 is_linear=0 shrinkage=0.0224292 Tree=4028 num_leaves=4 num_cat=0 split_feature=43 13 16 split_gain=6.05299 6.51522 5.48349 threshold=-0.15817999999999996 0.18997000000000003 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02578722284232261 0.00057103133465362312 -0.00059110381127154272 -0.012611625055405078 leaf_weight=9.1656378700863588 108.30935111784493 9.6678303822409344 18.580306646646932 leaf_count=67 1777 100 328 internal_value=0 0.0122595 -0.0013609 internal_weight=0 18.8335 126.89 internal_count=2272 167 2105 is_linear=0 shrinkage=0.0224292 Tree=4029 num_leaves=4 num_cat=0 split_feature=43 13 4 split_gain=5.79622 6.26341 5.21687 threshold=-0.15817999999999996 0.18997000000000003 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02531218421036641 -0.020431755376712806 -0.00057786728601351325 -0.00024787466204919317 leaf_weight=9.128993473248558 6.7883859905414274 9.6679019314469752 120.0425758198835 leaf_count=67 114 100 1991 internal_value=0 0.0120089 -0.00133109 internal_weight=0 18.7969 126.831 internal_count=2272 167 2105 is_linear=0 shrinkage=0.0224292 Tree=4030 num_leaves=4 num_cat=0 split_feature=43 13 16 split_gain=5.54994 6.02013 5.18226 threshold=-0.15817999999999996 0.18997000000000003 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024842533037925756 0.00057182149314033111 -0.00056492776275070646 -0.012273816783897553 leaf_weight=9.0937163569033164 108.31730791083828 9.667972310096955 18.477858092752285 leaf_count=67 1777 100 328 internal_value=0 0.0117627 -0.00130174 internal_weight=0 18.7617 126.795 internal_count=2272 167 2105 is_linear=0 shrinkage=0.0224292 Tree=4031 num_leaves=4 num_cat=0 split_feature=43 13 16 split_gain=5.30106 5.71998 4.99258 threshold=-0.15817999999999996 0.18997000000000003 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047467735619793764 1.2521761699040726e-05 -8.1415145728206468e-06 -0.00023273191767484534 leaf_weight=9.1807649533730018 110.24064282981271 9.8013514822814596 18.770869651460089 leaf_count=67 1777 100 328 internal_value=0 0.000225618 -2.31912e-05 internal_weight=0 18.9821 129.012 internal_count=2272 167 2105 is_linear=0 shrinkage=0.000439788 Tree=4032 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=4.65913 4.75293 threshold=0.27266500000000005 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001260370427599509 -0.023118600158514042 -0.019196079155876469 leaf_weight=137.96212681839825 4.341872663004323 5.9416056910995385 leaf_count=2069 39 200 internal_value=0 0.000413315 internal_weight=0 143.904 internal_count=2308 2269 is_linear=0 shrinkage=0.0224292 Tree=4033 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=4.47156 6.33415 threshold=-0.22554999999999997 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0097506892011265354 -0.0035293945130139772 0.012413314869021226 leaf_weight=19.431999069871381 114.68296335727791 14.056611157779114 leaf_count=91 2007 210 internal_value=0 -0.00178708 internal_weight=0 128.74 internal_count=2308 2217 is_linear=0 shrinkage=0.0224292 Tree=4034 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=4.43898 4.58124 threshold=0.27266500000000005 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012364195407294407 -0.022590305352464198 -0.018981342324666885 leaf_weight=137.74779112637043 4.330389277660287 5.8597725736908606 leaf_count=2069 39 200 internal_value=0 0.000409039 internal_weight=0 143.608 internal_count=2308 2269 is_linear=0 shrinkage=0.0224292 Tree=4035 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=4.25595 6.07493 threshold=-0.22554999999999997 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0095319613380766936 -0.0034409467880598442 0.012233916958848682 leaf_weight=19.377064768224955 114.55468015308725 13.934289333177729 leaf_count=91 2007 210 internal_value=0 -0.00173948 internal_weight=0 128.489 internal_count=2308 2217 is_linear=0 shrinkage=0.0224292 Tree=4036 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.88089 6.27358 threshold=-0.080689999999999984 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018887551635464659 -0.0006893258200022708 0.020938382131427537 leaf_weight=6.887677634600549 129.35768862071563 7.0993346984032533 leaf_count=80 2129 63 internal_value=0 0.000438652 internal_weight=0 136.457 internal_count=2272 2192 is_linear=0 shrinkage=0.0224292 Tree=4037 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.66669 6.07282 threshold=-0.080689999999999984 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018471398569543232 -0.00067389210188301596 0.020732369010066358 leaf_weight=6.8853468233719459 129.35292395051511 7.0102655433583996 leaf_count=80 2129 63 internal_value=0 0.000429326 internal_weight=0 136.363 internal_count=2272 2192 is_linear=0 shrinkage=0.0224292 Tree=4038 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.46138 5.87765 threshold=-0.080689999999999984 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018062396999101751 -0.00065880345257202208 0.020525412506538537 leaf_weight=6.8837791057303539 129.34827895619674 6.9233092789072535 leaf_count=80 2129 63 internal_value=0 0.00042019 internal_weight=0 136.272 internal_count=2272 2192 is_linear=0 shrinkage=0.0224292 Tree=4039 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.18751 5.88382 threshold=-0.080689999999999984 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033917664808787759 -1.3164928229892767e-05 0.00039784446106105279 leaf_weight=7.0539059923030427 132.98780875459488 7.0769634547177693 leaf_count=80 2129 63 internal_value=0 7.65327e-06 internal_weight=0 140.065 internal_count=2272 2192 is_linear=0 shrinkage=0.000439788 Tree=4040 num_leaves=3 num_cat=0 split_feature=11 12 split_gain=5.89598 3.86699 threshold=0.081365000000000007 0.088285000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.119245025844561e-05 -0.00026214895488020217 0.00016517635044692352 leaf_weight=93.709325345407706 11.657213937141931 47.532294122574967 leaf_count=1225 129 903 internal_value=0 6.30282e-05 internal_weight=0 141.242 internal_count=2257 2128 is_linear=0 shrinkage=0.000439788 Tree=4041 num_leaves=3 num_cat=0 split_feature=11 9 split_gain=5.39817 3.80852 threshold=0.081365000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045080962986064263 -0.00024834213853711296 4.8106376863452896e-05 leaf_weight=4.6790444975486016 11.764113743178312 137.30810671609652 leaf_count=73 129 2055 internal_value=0 6.14359e-05 internal_weight=0 141.987 internal_count=2257 2128 is_linear=0 shrinkage=0.000439788 Tree=4042 num_leaves=3 num_cat=0 split_feature=11 9 split_gain=5.43024 3.77199 threshold=0.081365000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044991062733684743 -0.00024996944478300622 4.8151045296460837e-05 leaf_weight=4.6561486019636495 11.70957289970829 136.39629165966471 leaf_count=73 129 2055 internal_value=0 6.14722e-05 internal_weight=0 141.052 internal_count=2257 2128 is_linear=0 shrinkage=0.000439788 Tree=4043 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=4.50656 4.96493 threshold=1.0000000180025095e-35 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.7605222838647464e-05 -0.00023933304511495864 -0.00030986804080087264 leaf_weight=136.45921778812772 10.459514221176503 6.6920313480077303 leaf_count=2011 119 127 internal_value=0 5.94527e-05 internal_weight=0 143.151 internal_count=2257 2138 is_linear=0 shrinkage=0.000439788 Tree=4044 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=6.28158 8.09579 7.01891 threshold=-0.10071499999999999 0.25025000000000008 -0.0082149999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3660564140911161e-05 -0.0001264294272987787 0.00030455514847817558 0.0003763344932419117 leaf_weight=49.013947396539152 78.01600640975812 9.4325990865472686 14.023484005709177 leaf_count=370 1644 143 81 internal_value=0 -7.98852e-05 0.000102208 internal_weight=0 87.4486 63.0374 internal_count=2238 1787 451 is_linear=0 shrinkage=0.000439788 Tree=4045 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=6.27467 7.22447 7.12384 threshold=-0.10071499999999999 0.21328500000000003 -0.0082149999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011973833176162167 -0.0066507995999053509 0.013279091609219215 0.019544819698316531 leaf_weight=47.496979087940417 72.821362840739312 10.446591857820748 13.703733253409153 leaf_count=370 1638 149 81 internal_value=0 -0.00414797 0.00531046 internal_weight=0 83.268 61.2007 internal_count=2238 1787 451 is_linear=0 shrinkage=0.0224292 Tree=4046 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=6.41463 7.25658 6.76154 threshold=-0.10071499999999999 0.21328500000000003 -0.0082149999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5809321374202789e-05 -0.00013080921194730149 0.00025891623407089899 0.0003747845483378986 leaf_weight=48.126787258195691 74.377098380908137 10.533208492270203 13.804893475957213 leaf_count=370 1638 149 81 internal_value=0 -8.2416e-05 0.000103689 internal_weight=0 84.9103 61.9317 internal_count=2238 1787 451 is_linear=0 shrinkage=0.000439788 Tree=4047 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=6.01085 6.9348 6.86075 threshold=-0.10071499999999999 0.21328500000000003 -0.0082149999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011730119058465933 -0.0065127948798016514 0.013075150389882554 0.019221632425256714 leaf_weight=47.501127372961491 72.732093020007596 10.373207963595631 13.618993011885321 leaf_count=370 1638 149 81 internal_value=0 -0.00406538 0.00519941 internal_weight=0 83.1053 61.1201 internal_count=2238 1787 451 is_linear=0 shrinkage=0.0224292 Tree=4048 num_leaves=4 num_cat=0 split_feature=483 41 160 split_gain=5.69324 4.56727 2.86247 threshold=0.088070000000000009 0.078475000000000017 -0.088854999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030667626329233797 -0.0028741808314891996 -0.014665921610729165 -0.032246551263504411 leaf_weight=132.45405091995781 3.045742338814307 7.7147160638123742 3.684817203145939 leaf_count=1977 88 91 116 internal_value=0 0.00208891 -0.0190006 internal_weight=0 140.169 6.73056 internal_count=2272 2068 204 is_linear=0 shrinkage=0.0224292 Tree=4049 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=5.64993 9.59086 3.70871 threshold=0.18829500000000002 0.14114500000000005 0.51869500000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001137822604660024 -0.025375065604354815 0.032516226886774906 0.0022287260195469698 leaf_weight=131.41062654608686 6.4064003437524644 5.0711151880677781 3.9514978010411141 leaf_count=1993 199 24 56 internal_value=0 0.0023081 -0.0148596 internal_weight=0 136.482 10.3579 internal_count=2272 2017 255 is_linear=0 shrinkage=0.0224292 Tree=4050 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=5.54313 9.13148 3.61821 threshold=0.18829500000000002 0.14114500000000005 0.51869500000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1919536460445763e-05 -0.00048925258774877253 0.0006201096967708953 4.1349979794193593e-05 leaf_weight=134.47720269057027 6.4997315010696166 5.1047681447817004 4.0130986947478959 leaf_count=1993 199 24 56 internal_value=0 4.38783e-05 -0.000286996 internal_weight=0 139.582 10.5128 internal_count=2272 2017 255 is_linear=0 shrinkage=0.000439788 Tree=4051 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=5.43888 9.23392 3.62089 threshold=0.18829500000000002 0.14114500000000005 0.51869500000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011119473572737903 -0.025169402804437906 0.032006420436326961 0.0021763060774411436 leaf_weight=131.47081920987694 6.3147703133872692 5.034982608514837 3.9535924326482927 leaf_count=1993 199 24 56 internal_value=0 0.0022558 -0.0146561 internal_weight=0 136.506 10.2684 internal_count=2272 2017 255 is_linear=0 shrinkage=0.0224292 Tree=4052 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=4.90699 5.15249 threshold=0.11951500000000001 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003205193984355979 -0.014479803795476592 -0.017793657262937062 leaf_weight=126.9750454788591 9.4465940084774029 6.144783955111051 leaf_count=1974 80 217 internal_value=0 0.00223348 internal_weight=0 133.12 internal_count=2271 2191 is_linear=0 shrinkage=0.0224292 Tree=4053 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=4.68512 4.97261 threshold=0.11951500000000001 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026310714188424318 -0.014137610608248113 0.011969009712208918 leaf_weight=111.25298008343088 9.4585608126944845 21.820732303662226 leaf_count=1989 80 202 internal_value=0 0.00218402 internal_weight=0 133.074 internal_count=2271 2191 is_linear=0 shrinkage=0.0224292 Tree=4054 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=4.78353 5.68655 threshold=0.25682500000000003 0.11932000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1896462560324463e-05 0.00045883591853019022 -0.00029967647627458734 leaf_weight=129.88186653293087 4.6499538337811819 10.819749213289468 leaf_count=2109 96 66 internal_value=0 6.36179e-06 internal_weight=0 140.702 internal_count=2271 2175 is_linear=0 shrinkage=0.000439788 Tree=4055 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=4.57793 5.94691 threshold=0.25682500000000003 0.11951500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001548402669421797 0.023375396132879825 -0.01772193435614643 leaf_weight=129.50624927443278 4.4658968709409228 8.571650405356193 leaf_count=2105 96 70 internal_value=0 0.000349847 internal_weight=0 138.078 internal_count=2271 2175 is_linear=0 shrinkage=0.0224292 Tree=4056 num_leaves=4 num_cat=0 split_feature=403 15 129 split_gain=4.93952 10.9068 4.69167 threshold=0.092660000000000006 0.088235000000000022 0.085790000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3778661017605681e-05 -6.5450032205742269e-05 0.00087153401325954167 -0.00039425864994721468 leaf_weight=140.69765945602558 5.6860165658872557 4.1391521843615919 5.3724750534165642 leaf_count=1923 129 54 150 internal_value=0 0.000330208 8.35369e-06 internal_weight=0 9.82517 146.07 internal_count=2256 183 2073 is_linear=0 shrinkage=0.000439788 Tree=4057 num_leaves=4 num_cat=0 split_feature=403 403 129 split_gain=5.49106 8.53591 4.78674 threshold=0.092660000000000006 0.10160500000000001 0.085790000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012253370103156543 0.042864361003676146 -0.00018486703639378896 -0.020841217108937361 leaf_weight=135.75472699872626 4.0003997159656119 5.4705556685221381 5.1132216030382542 leaf_count=1923 29 154 150 internal_value=0 0.0180482 0.00042165 internal_weight=0 9.47096 140.868 internal_count=2256 183 2073 is_linear=0 shrinkage=0.0224292 Tree=4058 num_leaves=4 num_cat=0 split_feature=403 15 129 split_gain=5.22591 11.3969 4.59231 threshold=0.092660000000000006 0.088235000000000022 0.085790000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011979322900753414 -0.0036060624331700646 0.045975814617875824 -0.020456958861883624 leaf_weight=135.74634691828396 5.4541780936997366 4.0520554291433655 5.0930181958538006 leaf_count=1923 129 54 150 internal_value=0 0.0175781 0.000412184 internal_weight=0 9.50623 140.839 internal_count=2256 183 2073 is_linear=0 shrinkage=0.0224292 Tree=4059 num_leaves=3 num_cat=0 split_feature=51 1456 split_gain=4.88535 4.28468 threshold=-0.40771999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042453534866536451 -0.00037010728110588428 5.6375006761758486e-05 leaf_weight=4.4349129070760673 4.6860234777850556 144.14244477228203 leaf_count=85 193 1978 internal_value=0 4.2901e-05 internal_weight=0 148.828 internal_count=2256 2171 is_linear=0 shrinkage=0.000439788 Tree=4060 num_leaves=4 num_cat=0 split_feature=131 15 151 split_gain=5.2512 6.81183 5.62581 threshold=0.087580000000000005 -0.11406499999999999 -0.086769999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027659210742738896 0.00039167727302798444 -0.00037817376034351725 1.3850165308111183e-05 leaf_weight=18.193005402223207 2.7337882056599474 11.576247023418544 117.18533962605579 leaf_count=169 54 298 1745 internal_value=0 -0.000230776 4.91931e-05 internal_weight=0 14.31 135.378 internal_count=2266 352 1914 is_linear=0 shrinkage=0.000439788 Tree=4061 num_leaves=4 num_cat=0 split_feature=151 4 48 split_gain=4.78543 4.86972 4.05111 threshold=-0.086769999999999986 0.27467500000000006 0.083830000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030943507663737779 -0.002169192239471335 0.011105295633103167 0.018604441570535427 leaf_weight=6.4679852888220948 111.40462248804397 15.865508791466707 13.036344428081064 leaf_count=103 1851 226 86 internal_value=0 -0.000512976 0.0114127 internal_weight=0 127.27 19.5043 internal_count=2266 2077 189 is_linear=0 shrinkage=0.0224292 Tree=4062 num_leaves=4 num_cat=0 split_feature=131 4 150 split_gain=5.29236 5.23715 3.92638 threshold=0.087580000000000005 0.23993500000000004 -0.22665999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022533996314483572 -0.021841427184109717 0.0071184044711034688 0.0016949518914895318 leaf_weight=4.6973862219601861 9.2690397907281277 4.735444839927367 127.86870213670773 leaf_count=21 295 57 1893 internal_value=0 -0.0120527 0.00243651 internal_weight=0 14.0045 132.566 internal_count=2266 352 1914 is_linear=0 shrinkage=0.0224292 Tree=4063 num_leaves=4 num_cat=0 split_feature=131 15 401 split_gain=5.09596 6.56583 3.90959 threshold=0.087580000000000005 -0.11406499999999999 0.087110000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031740867214701085 0.019898692611721225 -0.019356460472747718 -0.016361107191059841 leaf_weight=127.16899090142397 2.6309468917315817 11.243170235888099 5.3526199230109333 leaf_count=1751 54 298 163 internal_value=0 -0.0118954 0.00238281 internal_weight=0 13.8741 132.522 internal_count=2266 352 1914 is_linear=0 shrinkage=0.0224292 Tree=4064 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=7.8057 9.25749 7.64345 threshold=0.077765000000000015 -0.21586499999999997 0.088495000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013273712648377733 -0.018461069769933412 0.0059088400719662518 0.0065132468770928873 leaf_weight=33.421741667203605 8.6088079693727177 86.096637242182624 13.891036619927034 leaf_count=910 135 916 295 internal_value=0 0.00369032 -0.00746398 internal_weight=0 94.7054 47.3128 internal_count=2256 1051 1205 is_linear=0 shrinkage=0.0224292 Tree=4065 num_leaves=4 num_cat=0 split_feature=1 4 43 split_gain=7.47628 8.87391 7.4599 threshold=0.077765000000000015 -0.21586499999999997 0.13592500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011180809504577421 -0.018123602272283389 0.0057820606805222266 0.013237390593747195 leaf_weight=39.728796169423731 8.5731870052404684 86.012386017246172 7.4616193568508598 leaf_count=1076 135 916 129 internal_value=0 0.00361204 -0.00731608 internal_weight=0 94.5856 47.1904 internal_count=2256 1051 1205 is_linear=0 shrinkage=0.0224292 Tree=4066 num_leaves=4 num_cat=0 split_feature=1 4 43 split_gain=7.51768 8.70522 7.22156 threshold=0.077765000000000015 -0.21586499999999997 0.13592500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021630680707583733 -0.00034582058188009277 0.00011217877500659741 0.00025071149569670957 leaf_weight=40.508780570598901 8.817062331363557 87.65688887189026 7.5892433464177875 leaf_count=1076 135 916 129 internal_value=0 7.02606e-05 -0.000142547 internal_weight=0 96.474 48.098 internal_count=2256 1051 1205 is_linear=0 shrinkage=0.000439788 Tree=4067 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=7.16749 8.50192 7.32597 threshold=0.077765000000000015 -0.21586499999999997 0.088495000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01290693523548251 -0.017779604826340681 0.0056566438566905868 0.0064930567640669977 leaf_weight=33.141708683499019 8.5438737855292839 85.962162074545631 13.882059945637591 leaf_count=910 135 916 295 internal_value=0 0.00353471 -0.00717948 internal_weight=0 94.506 47.0238 internal_count=2256 1051 1205 is_linear=0 shrinkage=0.0224292 Tree=4068 num_leaves=4 num_cat=0 split_feature=484 13 150 split_gain=6.34186 5.95012 2.49694 threshold=-1.0000000180025095e-35 -0.094869999999999996 0.088985000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042744320326266333 0.0002047540051717289 -2.7070326098322587e-05 0.00010249964127491293 leaf_weight=8.9714994406385795 26.802737044054084 106.19025767077983 2.1183143323287359 leaf_count=363 237 1644 13 internal_value=0 1.96731e-05 -0.000326214 internal_weight=0 132.993 11.0898 internal_count=2257 1881 376 is_linear=0 shrinkage=0.000439788 Tree=4069 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=6.10146 7.43824 3.62723 threshold=-0.094869999999999996 0.0095750000000000019 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023467595229828492 -0.0051501339726491846 0.010648219824321712 0.018705618191602883 leaf_weight=16.785458303405907 94.938348384122946 17.785111690405756 11.471793425385838 leaf_count=186 1750 232 89 internal_value=0 -0.00265614 0.00899623 internal_weight=0 112.723 28.2573 internal_count=2257 1982 275 is_linear=0 shrinkage=0.0224292 Tree=4070 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=6.1543 8.02516 4.57632 threshold=-0.094869999999999996 0.0095750000000000019 -0.078904999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0205805982958064e-05 -0.00010179337889879189 0.00021434443297831679 0.00032212129215304549 leaf_weight=12.29402437573299 97.764700345462188 18.444627994322218 16.9474224379519 leaf_count=119 1750 232 156 internal_value=0 -5.15893e-05 0.000174069 internal_weight=0 116.209 29.2414 internal_count=2257 1982 275 is_linear=0 shrinkage=0.000439788 Tree=4071 num_leaves=4 num_cat=0 split_feature=484 13 150 split_gain=6.32474 5.86938 2.49814 threshold=-1.0000000180025095e-35 -0.094869999999999996 0.088985000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042643116323083478 0.00020551549723469428 -2.5201054886336536e-05 0.000102701739650526 leaf_weight=8.9304039809649094 26.702091775019653 105.6231296924816 2.1299324436113229 leaf_count=363 237 1644 13 internal_value=0 2.13785e-05 -0.000324533 internal_weight=0 132.325 11.0603 internal_count=2257 1881 376 is_linear=0 shrinkage=0.000439788 Tree=4072 num_leaves=4 num_cat=0 split_feature=52 1213 159 split_gain=5.77628 5.2842 3.0018 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030698884292774682 -3.8106648874992499e-05 6.8340126949771821e-05 -0.00054487875747378145 leaf_weight=7.6546855977503574 4.1667566787073156 133.05860883374407 4.9309478873328754 leaf_count=358 125 1675 125 internal_value=0 4.78837e-05 -0.000313343 internal_weight=0 140.713 9.0977 internal_count=2283 2033 250 is_linear=0 shrinkage=0.000439788 Tree=4073 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=5.69005 5.28792 3.00638 threshold=0.18829500000000002 0.14114500000000005 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015802170471432735 -0.0017743027015796953 0.024769744833882355 -0.02796286984537194 leaf_weight=131.59122747767833 4.0473265747277765 5.121189347933977 4.8331796483835188 leaf_count=2002 125 31 125 internal_value=0 0.00245222 -0.0160567 internal_weight=0 136.712 8.88051 internal_count=2283 2033 250 is_linear=0 shrinkage=0.0224292 Tree=4074 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=5.83594 5.18721 2.91056 threshold=0.18829500000000002 0.14114500000000005 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9517335207126957e-05 -4.6310698048702529e-05 0.00047734283435193022 -0.00054498399139194594 leaf_weight=134.16682643673266 4.1794296946318354 5.1775554068153715 4.9297536331287102 leaf_count=2002 125 31 125 internal_value=0 4.62201e-05 -0.000316761 internal_weight=0 139.344 9.10918 internal_count=2283 2033 250 is_linear=0 shrinkage=0.000439788 Tree=4075 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=4.3971 5.65862 3.36981 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.13027499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010207762093446536 0.0011286033903650813 0.021516698510030168 -0.024334480167738416 leaf_weight=1.8979783821851013 130.89794323069509 7.2075051432475439 5.5270300435367963 leaf_count=16 1831 84 352 internal_value=0 0.00219545 -0.0155013 internal_weight=0 138.105 7.42501 internal_count=2283 1915 368 is_linear=0 shrinkage=0.0224292 Tree=4076 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=5.70737 7.82106 4.14618 threshold=0.08826500000000001 -0.16223499999999996 0.16180500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020494418165395229 0.0055592653238747437 -0.0080792723164331871 -0.012131252976883182 leaf_weight=5.3534600230632341 84.073345390468603 46.814697726018494 7.2207916289626146 leaf_count=38 1016 1057 161 internal_value=0 -0.00514064 0.00415781 internal_weight=0 52.1682 91.2941 internal_count=2272 1095 1177 is_linear=0 shrinkage=0.0224292 Tree=4077 num_leaves=4 num_cat=0 split_feature=2 4 0 split_gain=5.46357 7.50065 4.55767 threshold=0.08826500000000001 -0.16223499999999996 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020124822682045521 -0.016883893569296111 -0.0079152406864620439 0.0052680790892607188 leaf_weight=5.3301153596257782 4.9215903133153907 46.714629012087244 86.267673987415037 leaf_count=38 38 1057 1139 internal_value=0 -0.00503722 0.00406923 internal_weight=0 52.0447 91.1893 internal_count=2272 1095 1177 is_linear=0 shrinkage=0.0224292 Tree=4078 num_leaves=4 num_cat=0 split_feature=2 4 0 split_gain=5.65113 7.25296 4.30284 threshold=0.08826500000000001 -0.16223499999999996 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038142116281304165 -0.00031720109494731382 -0.00015601726890146579 0.00010109140371489514 leaf_weight=5.3893617652356616 5.0095414333045474 47.657552781543927 88.086670528427931 leaf_count=38 38 1057 1139 internal_value=0 -0.000101298 7.85225e-05 internal_weight=0 53.0469 93.0962 internal_count=2272 1095 1177 is_linear=0 shrinkage=0.000439788 Tree=4079 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=4.52389 5.36618 threshold=-0.47365999999999991 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017420006511876786 -0.029163920800036526 0.00047754600506777923 leaf_weight=7.7207068318966767 3.126487893096054 132.25982541550184 leaf_count=71 121 2080 internal_value=0 -0.000210982 internal_weight=0 135.386 internal_count=2272 2201 is_linear=0 shrinkage=0.0224292 Tree=4080 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=8.33494 5.1922 threshold=0.081365000000000007 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024649372603832308 -0.00033636419174072336 2.6338538328147522e-05 leaf_weight=25.080396336503327 10.750806214753537 118.77049273166631 leaf_count=195 134 1957 internal_value=0 6.47502e-05 internal_weight=0 143.851 internal_count=2286 2152 is_linear=0 shrinkage=0.000439788 Tree=4081 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=8.20041 5.12754 threshold=0.081365000000000007 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012599338378915604 -0.017097781245919586 0.0013694817901399588 leaf_weight=24.765595702221617 10.606158572249113 117.11139438135433 leaf_count=195 134 1957 internal_value=0 0.00333116 internal_weight=0 141.877 internal_count=2286 2152 is_linear=0 shrinkage=0.0224292 Tree=4082 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=7.51543 5.24506 threshold=0.081365000000000007 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024447080479716228 -0.00031675315536726622 2.3699498824538026e-05 leaf_weight=25.185716715757735 10.867222916800527 119.50616925636132 leaf_count=195 134 1957 internal_value=0 6.21551e-05 internal_weight=0 144.692 internal_count=2286 2152 is_linear=0 shrinkage=0.000439788 Tree=4083 num_leaves=3 num_cat=0 split_feature=11 48 split_gain=7.83212 4.96735 threshold=0.081365000000000007 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019366433917684341 -0.016716498327901359 0.0040329927913738432 leaf_weight=4.7023255899548522 10.598815424833445 137.16611204388028 leaf_count=41 134 2111 internal_value=0 0.0032549 internal_weight=0 141.868 internal_count=2286 2152 is_linear=0 shrinkage=0.0224292 Tree=4084 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=7.65102 4.77415 4.46343 threshold=0.088495000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016020791382400404 0.0002415701743948246 6.5180984033843528e-05 -0.00050021949308852031 leaf_weight=21.646587119656033 1.9136226709233604 112.87191213370534 8.4458572981529834 leaf_count=476 48 1460 276 internal_value=0 2.8894e-05 -0.000363002 internal_weight=0 134.518 10.3595 internal_count=2260 1936 324 is_linear=0 shrinkage=0.000439788 Tree=4085 num_leaves=4 num_cat=0 split_feature=131 484 12 split_gain=7.88196 4.60601 4.50842 threshold=0.088495000000000004 -0.0048499999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025921122295127828 0.00024117399682144832 5.0810624985012741e-05 -0.00050048000301560348 leaf_weight=9.9870933438651246 1.9267840397078551 125.80205738323275 8.6723932788008788 leaf_count=331 48 1605 276 internal_value=0 2.79757e-05 -0.000365466 internal_weight=0 135.789 10.5992 internal_count=2260 1936 324 is_linear=0 shrinkage=0.000439788 Tree=4086 num_leaves=4 num_cat=0 split_feature=131 12 484 split_gain=7.81889 4.51073 4.39023 threshold=0.088495000000000004 -1.0000000180025095e-35 -0.0048499999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024969867309947489 0.00024038085342914848 -0.00050196477700731172 5.2621790433215737e-05 leaf_weight=10.013783160975434 1.9319685986265547 8.5072915777564013 125.57417239874485 leaf_count=331 48 276 1605 internal_value=0 -0.000364393 3.0262e-05 internal_weight=0 10.4393 135.588 internal_count=2260 324 1936 is_linear=0 shrinkage=0.000439788 Tree=4087 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=7.63898 4.51811 4.15264 threshold=0.088495000000000004 -1.0000000180025095e-35 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0079727557511621305 0.011733565250022901 0.0033360460536342993 -0.025558179217992555 leaf_weight=21.147022821634891 1.8259935026289884 110.84762713196687 8.2059017185238172 leaf_count=476 48 1460 276 internal_value=0 0.00152336 -0.018761 internal_weight=0 131.995 10.0319 internal_count=2260 1936 324 is_linear=0 shrinkage=0.0224292 Tree=4088 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=5.07067 5.65416 1.88199 threshold=0.13130500000000003 0.11926500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000599604715588895 0.023709364171903762 -0.024079387851527266 0.0051058554474123002 leaf_weight=130.23407475916611 6.1709666948299837 4.8248539660125962 4.9253941313363612 leaf_count=2046 79 50 82 internal_value=0 -0.000285308 0.0154747 internal_weight=0 135.059 11.0964 internal_count=2257 2096 161 is_linear=0 shrinkage=0.0224292 Tree=4089 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=4.87694 5.42832 1.82725 threshold=0.13130500000000003 0.11926500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058614991560435297 0.023382017103608953 -0.023646152981787356 0.005003853682314984 leaf_weight=130.23583940837125 6.1178840014617872 4.8036452005617312 4.9135957802645862 leaf_count=2046 79 50 82 internal_value=0 -0.000279066 0.0152189 internal_weight=0 135.039 11.0315 internal_count=2257 2096 161 is_linear=0 shrinkage=0.0224292 Tree=4090 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=4.69009 5.21082 1.77366 threshold=0.13130500000000003 0.11926500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057299730061527443 0.02305618218613056 -0.023217650904736459 0.0049036406663912607 leaf_weight=130.23757603050035 6.0660450058057886 4.7831572955474249 4.9020741631975397 leaf_count=2046 79 50 82 internal_value=0 -0.000272958 0.0149657 internal_weight=0 135.021 10.9681 internal_count=2257 2096 161 is_linear=0 shrinkage=0.0224292 Tree=4091 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=4.54392 5.15489 1.1538 threshold=0.13130500000000003 0.11926500000000002 -0.090619999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2009502103301727e-05 0.00045875295287350871 -0.00044825414611441466 0.00016983767043713817 leaf_weight=132.72770652541658 4.5146447946317494 4.8603598433546713 6.6100098594324646 leaf_count=2046 32 50 129 internal_value=0 -4.30945e-06 0.000287671 internal_weight=0 137.588 11.1247 internal_count=2257 2096 161 is_linear=0 shrinkage=0.000439788 Tree=4092 num_leaves=3 num_cat=0 split_feature=14 42 split_gain=6.28266 4.14426 threshold=0.062655000000000016 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018364341052578129 -0.025024221105616837 0.0021013253723498613 leaf_weight=5.1537405585258957 4.6879134577466166 131.9458349635679 leaf_count=122 81 2085 internal_value=0 0.00132955 internal_weight=0 137.1 internal_count=2288 2207 is_linear=0 shrinkage=0.0224292 Tree=4093 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=5.88515 5.67579 threshold=0.062655000000000016 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010153674641426584 -0.00047525189063477187 8.6166235847815549e-05 leaf_weight=46.692617050910485 4.7077547147346186 93.560359464492649 leaf_count=1176 81 1031 internal_value=0 2.36714e-05 internal_weight=0 140.253 internal_count=2288 2207 is_linear=0 shrinkage=0.000439788 Tree=4094 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=5.83099 6.42852 threshold=0.062655000000000016 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013961835998988815 -0.0004962282923445517 5.896192098279262e-05 leaf_weight=47.88205534669396 4.8965133840974877 92.237704597588163 leaf_count=1176 81 1031 internal_value=0 -8.90717e-06 internal_weight=0 140.12 internal_count=2288 2207 is_linear=0 shrinkage=0.000439788 Tree=4095 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=6.05039 6.70412 threshold=0.062655000000000016 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011183240143289292 -0.00047701077782223982 9.19173734727248e-05 leaf_weight=46.746106799677364 4.7975084339850573 94.035287174629048 leaf_count=1176 81 1031 internal_value=0 2.42568e-05 internal_weight=0 140.781 internal_count=2288 2207 is_linear=0 shrinkage=0.000439788 Tree=4096 num_leaves=4 num_cat=0 split_feature=52 160 160 split_gain=5.50402 7.6 4.94648 threshold=-0.24600999999999998 0.024295000000000001 0.099280000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047486777588235101 5.2929097572543491e-05 0.00032105920848600342 -0.00027982744792591334 leaf_weight=9.3101231470936892 121.97355989563221 3.0735389326582654 9.2800326758297143 leaf_count=214 1870 55 127 internal_value=0 -0.000277134 2.93649e-05 internal_weight=0 12.3837 131.254 internal_count=2266 269 1997 is_linear=0 shrinkage=0.000439788 Tree=4097 num_leaves=4 num_cat=0 split_feature=475 1210 49 split_gain=4.76831 6.47841 4.23072 threshold=-0.08459499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.037991847285559398 -0.025289333543893303 0.0020897307564393813 -0.0033398514742127004 leaf_weight=2.9622697914019227 4.4809484336874439 128.43835056968965 4.3815881283953777 leaf_count=61 192 1906 107 internal_value=0 0.00116323 -0.0173796 internal_weight=0 132.919 7.34386 internal_count=2266 2098 168 is_linear=0 shrinkage=0.0224292 Tree=4098 num_leaves=4 num_cat=0 split_feature=52 160 1 split_gain=5.24677 7.82843 5.13586 threshold=-0.24600999999999998 0.030480000000000004 0.098950000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047204829833896988 -3.2507112051117658e-05 0.0003414011103926067 0.000153359922086162 leaf_weight=9.2800480466103163 88.160304359073052 3.019741768075618 42.648619294166565 leaf_count=217 1524 52 473 internal_value=0 -0.000272117 2.81061e-05 internal_weight=0 12.2998 130.809 internal_count=2266 269 1997 is_linear=0 shrinkage=0.000439788 Tree=4099 num_leaves=4 num_cat=0 split_feature=52 160 160 split_gain=5.37097 5.69866 5.01003 threshold=-0.24600999999999998 0.022560000000000004 0.099280000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047488936152580472 2.0477684767535414e-05 0.00019492930835445155 -0.0003155115976415081 leaf_weight=9.4814261302817595 121.08901879722544 3.3014256696915245 9.2194614761392568 leaf_count=213 1870 56 127 internal_value=0 -0.000301863 -3.33664e-06 internal_weight=0 12.7829 130.308 internal_count=2266 269 1997 is_linear=0 shrinkage=0.000439788 Tree=4100 num_leaves=4 num_cat=0 split_feature=133 160 43 split_gain=4.06136 4.10464 2.3865 threshold=0.14391000000000001 0.10908000000000002 -0.036849999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6207115489185484e-05 -0.00061928581986200155 -0.00033164412811843537 -4.5416560233737514e-05 leaf_weight=129.29953321872745 3.2044799963477999 6.4925965384463771 2.4855294780572867 leaf_count=1907 128 120 102 internal_value=0 9.05304e-06 -0.000369596 internal_weight=0 135.792 5.69001 internal_count=2257 2027 230 is_linear=0 shrinkage=0.000439788 Tree=4101 num_leaves=4 num_cat=0 split_feature=133 48 2 split_gain=3.85194 4.94807 3.60601 threshold=0.10695000000000002 0.11951500000000001 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018638780311133409 -0.025996793597045834 -0.016050456239126893 0.0062500167724337937 leaf_weight=121.6833188754099 5.2896279898122875 8.2653818643011601 2.5889982706285082 leaf_count=1870 259 73 55 internal_value=0 0.000722247 -0.0154107 internal_weight=0 129.949 7.87863 internal_count=2257 1943 314 is_linear=0 shrinkage=0.0224292 Tree=4102 num_leaves=4 num_cat=0 split_feature=133 160 43 split_gain=3.74895 4.14419 2.47935 threshold=0.14391000000000001 0.10908000000000002 -0.036849999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014402990028650148 -0.03197304359960116 -0.017092881365942302 -0.0012615027517534558 leaf_weight=126.02158441144275 3.0086105993250385 6.3577182320295824 2.3507578436401664 leaf_count=1907 128 120 102 internal_value=0 0.000547878 -0.0185545 internal_weight=0 132.379 5.35937 internal_count=2257 2027 230 is_linear=0 shrinkage=0.0224292 Tree=4103 num_leaves=4 num_cat=0 split_feature=133 160 43 split_gain=3.73998 3.98151 2.44839 threshold=0.14391000000000001 0.10908000000000002 -0.036849999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7956776344361662e-05 -0.00062030865643900848 -0.00032618086749133731 -2.9006818093716681e-05 leaf_weight=128.6845153139584 3.0474304226809181 6.4288730476400806 2.4293530248105517 leaf_count=1907 128 120 102 internal_value=0 1.10627e-05 -0.000359035 internal_weight=0 135.113 5.47678 internal_count=2257 2027 230 is_linear=0 shrinkage=0.000439788 Tree=4104 num_leaves=4 num_cat=0 split_feature=403 15 457 split_gain=5.4395 7.59745 5.89291 threshold=0.092660000000000006 0.088235000000000022 0.069910000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036734811433190673 -0.0035071735446334474 0.036803889893430398 0.0088386907565610167 leaf_weight=112.23486774481717 4.8372066401643661 4.5534771501552314 22.760087456321344 leaf_count=1913 114 59 181 internal_value=0 0.0160744 -0.00156298 internal_weight=0 9.39068 134.995 internal_count=2267 173 2094 is_linear=0 shrinkage=0.0224292 Tree=4105 num_leaves=4 num_cat=0 split_feature=403 15 123 split_gain=5.16343 7.1041 5.3005 threshold=0.092660000000000006 0.088235000000000022 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029905815090009264 -0.0034324570888800074 0.03539601824786226 0.011982405975105909 leaf_weight=121.77365391580679 4.8321191346039978 4.6282846276299097 13.16240279143676 leaf_count=1903 114 59 191 internal_value=0 0.0155965 -0.00152855 internal_weight=0 9.4604 134.936 internal_count=2267 173 2094 is_linear=0 shrinkage=0.0224292 Tree=4106 num_leaves=3 num_cat=0 split_feature=14 403 split_gain=4.97301 5.24364 threshold=0.076175000000000007 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012031727692753246 -0.023026952835665557 0.012375201504570851 leaf_weight=123.47863636232796 4.7056602196535087 16.163255387800746 leaf_count=1934 77 256 internal_value=0 0.000369972 internal_weight=0 139.642 internal_count=2267 2190 is_linear=0 shrinkage=0.0224292 Tree=4107 num_leaves=3 num_cat=0 split_feature=14 123 split_gain=4.79478 5.13381 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00099702777986106065 -0.022706717258475864 0.013967054398245233 leaf_weight=127.02455821838521 4.6657170716207466 12.666229976573957 leaf_count=2001 77 189 internal_value=0 0.000361539 internal_weight=0 139.691 internal_count=2267 2190 is_linear=0 shrinkage=0.0224292 Tree=4108 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=6.74969 5.71992 threshold=-1.0000000180025095e-35 0.15251000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00052264773243690019 -6.4242598093781071e-05 0.0002970232509470755 leaf_weight=4.2310747574665575 127.0998740887153 9.0634448862401751 leaf_count=62 2106 110 internal_value=0 -4.01574e-05 internal_weight=0 136.163 internal_count=2278 2216 is_linear=0 shrinkage=0.000439788 Tree=4109 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=6.96921 5.86005 threshold=-1.0000000180025095e-35 -0.30139999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00052466385604563485 0.00028037991634880075 -6.6079592692438763e-05 leaf_weight=4.3392519052140406 10.184356159064917 126.62871413628454 leaf_count=62 140 2076 internal_value=0 -4.02536e-05 internal_weight=0 136.813 internal_count=2278 2216 is_linear=0 shrinkage=0.000439788 Tree=4110 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=6.80567 6.17367 threshold=-1.0000000180025095e-35 0.15251000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00052231918935268505 -6.6626508113812441e-05 0.00030380951542236656 leaf_weight=4.249065361742395 128.52379447598651 9.3147321991855261 leaf_count=62 2106 110 internal_value=0 -4.15549e-05 internal_weight=0 137.839 internal_count=2278 2216 is_linear=0 shrinkage=0.000439788 Tree=4111 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=6.58216 5.49372 threshold=-1.0000000180025095e-35 0.15251000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026690562332717084 -0.0032789745699882715 0.014973280350681181 leaf_weight=4.1076994912000364 125.09111848230532 8.8661973102716711 leaf_count=62 2106 110 internal_value=0 -0.00206896 internal_weight=0 133.957 internal_count=2278 2216 is_linear=0 shrinkage=0.0224292 Tree=4112 num_leaves=3 num_cat=0 split_feature=47 15 split_gain=6.76538 6.08218 threshold=0.13148500000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3769800202298881e-05 -0.00053152073926324476 -0.00022816008469891524 leaf_weight=117.86559358041268 4.8553948383778325 20.045981982140802 leaf_count=1741 48 480 internal_value=0 -4.32903e-06 internal_weight=0 137.912 internal_count=2269 2221 is_linear=0 shrinkage=0.000439788 Tree=4113 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=6.12533 5.2834 threshold=-0.11377999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027499097451979326 -0.0016469602445114209 0.014188657630572667 leaf_weight=4.2786454949382451 124.96060411899816 11.562265247688627 leaf_count=135 1938 196 internal_value=0 -0.000304029 internal_weight=0 136.523 internal_count=2269 2134 is_linear=0 shrinkage=0.0224292 Tree=4114 num_leaves=3 num_cat=0 split_feature=47 15 split_gain=6.84471 5.8336 threshold=0.13148500000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001734259598094229 -0.027363353589213487 -0.011474412509783758 leaf_weight=116.20964022446424 4.8053538324311367 19.647952111146878 leaf_count=1741 48 480 internal_value=0 -0.000177344 internal_weight=0 135.858 internal_count=2269 2221 is_linear=0 shrinkage=0.0224292 Tree=4115 num_leaves=3 num_cat=0 split_feature=47 15 split_gain=6.56715 5.59549 threshold=0.13148500000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016954903033608584 -0.026849028320037695 -0.011263242766554295 leaf_weight=116.20134854069329 4.7881249696947625 19.568638254015241 leaf_count=1741 48 480 internal_value=0 -0.000173583 internal_weight=0 135.77 internal_count=2269 2221 is_linear=0 shrinkage=0.0224292 Tree=4116 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=6.08979 5.83805 threshold=-0.48249499999999995 0.148925 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017857902053058868 0.00087795917058252476 0.02573171850166044 leaf_weight=8.409794570412485 127.77483308297815 4.9193176332628346 leaf_count=129 2084 28 internal_value=0 0.00180292 internal_weight=0 132.694 internal_count=2241 2112 is_linear=0 shrinkage=0.0224292 Tree=4117 num_leaves=3 num_cat=0 split_feature=4 48 split_gain=5.84598 6.3094 threshold=-0.48249499999999995 0.11951500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017543816399786673 0.0030213556779529905 -0.017253113315239585 leaf_weight=8.3691595476120693 124.42030835610058 8.2136944588273746 leaf_count=129 2035 77 internal_value=0 0.00176351 internal_weight=0 132.634 internal_count=2241 2112 is_linear=0 shrinkage=0.0224292 Tree=4118 num_leaves=3 num_cat=0 split_feature=4 48 split_gain=5.48962 5.85294 threshold=-0.48249499999999995 0.11951500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003321093204161909 5.5872742411415252e-05 -0.00032292931917446497 leaf_weight=8.4774736049585027 126.87431952696352 8.3933555969560967 leaf_count=129 2035 77 internal_value=0 3.23258e-05 internal_weight=0 135.268 internal_count=2241 2112 is_linear=0 shrinkage=0.000439788 Tree=4119 num_leaves=3 num_cat=0 split_feature=4 48 split_gain=5.60388 6.01403 threshold=-0.48249499999999995 0.11951500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017221012848068609 0.0029501818643169367 -0.016825346112548156 leaf_weight=8.3320322218351048 124.47249820444267 8.2300698476028611 leaf_count=129 2035 77 internal_value=0 0.00172148 internal_weight=0 132.703 internal_count=2241 2112 is_linear=0 shrinkage=0.0224292 Tree=4120 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=5.36371 3.93502 threshold=-1.0000000180025095e-35 0.092620000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044193142766493901 -1.5732203161692176e-05 -0.00035186398848655677 leaf_weight=4.7429997086292124 134.11226971258293 7.0734983981237738 leaf_count=70 1953 220 internal_value=0 -3.26179e-05 internal_weight=0 141.186 internal_count=2243 2173 is_linear=0 shrinkage=0.000439788 Tree=4121 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=4.63946 4.07018 threshold=-1.0000000180025095e-35 0.092620000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022680233977331054 0.00078430703682058156 -0.017093028095806966 leaf_weight=4.635037326370365 131.26375222060597 6.7163202109513795 leaf_count=70 1953 220 internal_value=0 -8.81346e-05 internal_weight=0 137.98 internal_count=2243 2173 is_linear=0 shrinkage=0.0224292 Tree=4122 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=4.78216 3.88022 threshold=-1.0000000180025095e-35 0.092620000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044385238845863348 1.2910542588313604e-05 -0.00032635729286439424 leaf_weight=4.7582140837330362 134.50963118937216 6.833175433042924 leaf_count=70 1953 220 internal_value=0 -3.53312e-06 internal_weight=0 141.343 internal_count=2243 2173 is_linear=0 shrinkage=0.000439788 Tree=4123 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=4.65434 3.8726 threshold=-1.0000000180025095e-35 0.092620000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004418811667062233 1.3578731319426105e-05 -0.00032609414302980558 leaf_weight=4.6828391709132111 133.36075587524101 6.8048987631336777 leaf_count=70 1953 220 internal_value=0 -2.9542e-06 internal_weight=0 140.166 internal_count=2243 2173 is_linear=0 shrinkage=0.000439788 Tree=4124 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=5.24243 5.17025 0.620624 threshold=0.13396500000000003 -0.020899999999999998 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2265106484803588e-05 -0.00056970535575186665 0.00016950079780158494 -0.00022734490018276712 leaf_weight=111.72226914147905 3.5201243651681571 24.837463033851236 1.4937164962757377 leaf_count=1780 177 247 63 internal_value=0 -1.19123e-05 -0.000468959 internal_weight=0 136.56 5.01384 internal_count=2267 2027 240 is_linear=0 shrinkage=0.000439788 Tree=4125 num_leaves=4 num_cat=0 split_feature=133 133 1 split_gain=4.99647 4.68088 0.611009 threshold=0.13396500000000003 0.10357500000000001 0.090840000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015233799937850502 -0.029464826898078073 0.018674044982295943 -0.011778253935517534 leaf_weight=126.35195979361015 3.2531956273014648 6.0297200242057434 1.4582336132880298 leaf_count=1926 175 101 65 internal_value=0 -0.000600868 -0.0240603 internal_weight=0 132.382 4.71143 internal_count=2267 2027 240 is_linear=0 shrinkage=0.0224292 Tree=4126 num_leaves=4 num_cat=0 split_feature=133 43 1 split_gain=4.87379 4.50504 0.621413 threshold=0.13396500000000003 -0.083944999999999978 0.090840000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061111095635140444 -0.029510562601121247 -0.0031428112129496307 -0.011581428774381012 leaf_weight=36.54286055843113 3.1761370273889034 95.81643429757969 1.4501699910033492 leaf_count=480 175 1547 65 internal_value=0 -0.000587398 -0.0239612 internal_weight=0 132.359 4.62631 internal_count=2267 2027 240 is_linear=0 shrinkage=0.0224292 Tree=4127 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=4.71555 5.47389 3.67052 threshold=0.080930000000000016 -0.020899999999999998 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057025800892468066 7.3881212145777026e-05 0.0064973586218473487 0.018181294036635775 leaf_weight=90.765994004017557 12.978574699256571 23.220231925486587 9.9298979390878213 leaf_count=1846 86 237 98 internal_value=0 -0.00321665 0.00793132 internal_weight=0 113.986 22.9085 internal_count=2267 2083 184 is_linear=0 shrinkage=0.0224292 Tree=4128 num_leaves=4 num_cat=0 split_feature=42 1 403 split_gain=5.5827 7.68942 7.09768 threshold=0.10182000000000001 0.12220000000000002 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021394913253606233 -0.022687827972108134 0.015914868863841469 0.026211876642844543 leaf_weight=126.58342215740413 9.4226489432039653 3.5646935577969989 6.4583239580388172 leaf_count=1843 217 49 141 internal_value=0 -0.0120846 0.00331164 internal_weight=0 12.9873 133.042 internal_count=2250 266 1984 is_linear=0 shrinkage=0.0224292 Tree=4129 num_leaves=4 num_cat=0 split_feature=42 403 39 split_gain=5.37165 6.70851 4.20917 threshold=0.10182000000000001 0.092660000000000006 0.085345000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020915855639894588 -0.019796442911802187 0.025395804883457055 0.0089557596531562797 leaf_weight=126.578989516609 9.3417536445776914 6.5162902416777788 3.5134851860348126 leaf_count=1843 205 141 61 internal_value=0 0.00323603 -0.0119365 internal_weight=0 133.095 12.8552 internal_count=2250 1984 266 is_linear=0 shrinkage=0.0224292 Tree=4130 num_leaves=3 num_cat=0 split_feature=3 159 split_gain=5.52088 4.56418 threshold=0.25682500000000003 -0.032739999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030910394953524831 0.0004556948521266779 6.6119065343007301e-06 leaf_weight=9.4569453604635765 4.9876556836534283 135.43168116401648 leaf_count=293 104 1853 internal_value=0 -1.4033e-05 internal_weight=0 144.889 internal_count=2250 2146 is_linear=0 shrinkage=0.000439788 Tree=4131 num_leaves=3 num_cat=0 split_feature=11 4 split_gain=5.02891 4.51487 threshold=0.081790000000000015 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010108581190265736 -0.013296121783933558 0.00062381248181404229 leaf_weight=33.513323863677215 10.271411915455245 102.19960131545668 leaf_count=472 127 1651 internal_value=0 0.0029671 internal_weight=0 135.713 internal_count=2250 2123 is_linear=0 shrinkage=0.0224292 Tree=4132 num_leaves=3 num_cat=0 split_feature=1374 1429 split_gain=7.72245 4.47895 threshold=-0.064634999999999984 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029875272144154086 -0.022169069112964901 0.0015228714766499273 leaf_weight=4.2307246988639227 4.118269416896509 134.90150709399313 leaf_count=43 113 2124 internal_value=0 0.000818083 internal_weight=0 139.02 internal_count=2280 2237 is_linear=0 shrinkage=0.0224292 Tree=4133 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=7.36674 4.30351 threshold=-0.064634999999999984 0.087830000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029149509311135604 0.0017195419529963943 -0.016132258205359826 leaf_weight=4.23918552417308 131.83019941076054 7.1433827674482009 leaf_count=43 2150 87 internal_value=0 0.000799851 internal_weight=0 138.974 internal_count=2280 2237 is_linear=0 shrinkage=0.0224292 Tree=4134 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=7.02716 4.11239 threshold=-0.064634999999999984 0.087830000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028440381893007061 0.0016809187183487507 -0.015768396557216256 leaf_weight=4.2478098683059207 131.83491786886589 7.1447271564684334 leaf_count=43 2150 87 internal_value=0 0.000781834 internal_weight=0 138.98 internal_count=2280 2237 is_linear=0 shrinkage=0.0224292 Tree=4135 num_leaves=3 num_cat=0 split_feature=1374 1429 split_gain=6.70305 4.30607 threshold=-0.064634999999999984 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027747751242708396 -0.021938443105012945 0.0014504672161966276 leaf_weight=4.2565656742081037 4.0605947489239034 134.92542085119931 leaf_count=43 113 2124 internal_value=0 0.000764221 internal_weight=0 138.986 internal_count=2280 2237 is_linear=0 shrinkage=0.0224292 Tree=4136 num_leaves=4 num_cat=0 split_feature=0 1 132 split_gain=8.79432 8.44484 6.21694 threshold=-0.077944999999999987 0.094405000000000003 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021884148563718146 7.0257921875941702e-05 6.2821294260627353e-05 0.00054468602909234687 leaf_weight=50.094866132800234 51.902031588135287 34.932770617771894 5.9373612854396915 leaf_count=1153 705 307 93 internal_value=0 -0.000103135 0.000119123 internal_weight=0 85.0276 57.8394 internal_count=2258 1460 798 is_linear=0 shrinkage=0.000439788 Tree=4137 num_leaves=4 num_cat=0 split_feature=0 1 132 split_gain=8.72731 7.98345 6.30078 threshold=-0.077944999999999987 0.094405000000000003 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011008491582251669 0.0036622267095365027 0.0030966266768039782 0.028300894449856399 leaf_weight=49.113388015539385 50.816848580667283 34.253190877847373 5.8015070209512478 leaf_count=1153 705 307 93 internal_value=0 -0.00521368 0.00619556 internal_weight=0 83.3666 56.6184 internal_count=2258 1460 798 is_linear=0 shrinkage=0.0224292 Tree=4138 num_leaves=4 num_cat=0 split_feature=0 1 132 split_gain=8.3602 7.66983 6.10307 threshold=-0.077944999999999987 0.094405000000000003 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010812434686063297 0.0035811736635194035 0.0030305866600698009 0.027933370519127164 leaf_weight=48.885342543318984 50.802017096080817 34.215441338950768 5.7468788128462611 leaf_count=1153 705 307 93 internal_value=0 -0.0051134 0.0060646 internal_weight=0 83.1008 56.5489 internal_count=2258 1460 798 is_linear=0 shrinkage=0.0224292 Tree=4139 num_leaves=4 num_cat=0 split_feature=0 1 132 split_gain=8.00803 7.36779 5.90821 threshold=-0.077944999999999987 0.094405000000000003 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01061890000403771 0.003501880942723305 0.0029658813789323296 0.027560106711168209 leaf_weight=48.662751562005724 50.787667773081921 34.178573813405819 5.6949214950436717 leaf_count=1153 705 307 93 internal_value=0 -0.00501472 0.00593607 internal_weight=0 82.8413 56.4826 internal_count=2258 1460 798 is_linear=0 shrinkage=0.0224292 Tree=4140 num_leaves=3 num_cat=0 split_feature=133 3 split_gain=5.65391 6.91039 threshold=-0.39935999999999994 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028725069732462357 -0.00016643679738366024 0.024114242675847945 leaf_weight=3.3000651546171857 135.65143383631948 6.1455676225014022 leaf_count=123 2078 109 internal_value=0 0.000889007 internal_weight=0 141.797 internal_count=2310 2187 is_linear=0 shrinkage=0.0224292 Tree=4141 num_leaves=3 num_cat=0 split_feature=133 3 split_gain=5.56259 6.94279 threshold=-0.39935999999999994 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055696465464659005 -3.0515894748701666e-06 0.00047143551345103817 leaf_weight=3.3165545881493008 137.65290619328152 6.2155300595331928 leaf_count=123 2078 109 internal_value=0 1.75074e-05 internal_weight=0 143.868 internal_count=2310 2187 is_linear=0 shrinkage=0.000439788 Tree=4142 num_leaves=3 num_cat=0 split_feature=133 3 split_gain=5.50373 6.75231 threshold=-0.39935999999999994 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028615362541424272 -0.00016250155115898513 0.02407755067951662 leaf_weight=3.2387867803918189 135.68907170127204 6.0193073014961547 leaf_count=123 2078 109 internal_value=0 0.000870241 internal_weight=0 141.708 internal_count=2310 2187 is_linear=0 shrinkage=0.0224292 Tree=4143 num_leaves=3 num_cat=0 split_feature=3 51 split_gain=5.49205 5.4901 threshold=0.18307500000000002 0.087505000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.911202524842792e-05 0.00040312189090283685 -0.00023363075118638788 leaf_weight=123.08194115509104 6.3272729582386082 19.199190425890265 leaf_count=1907 110 293 internal_value=0 -1.50195e-05 internal_weight=0 142.281 internal_count=2310 2200 is_linear=0 shrinkage=0.000439788 Tree=4144 num_leaves=3 num_cat=0 split_feature=394 403 split_gain=5.8024 3.98817 threshold=-0.081209999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039375371058890119 -0.00018245412426987309 7.3525876140240841e-05 leaf_weight=5.9531663584057233 12.994504598726051 123.44242422377283 leaf_count=130 498 1632 internal_value=0 4.91238e-05 internal_weight=0 136.437 internal_count=2260 2130 is_linear=0 shrinkage=0.000439788 Tree=4145 num_leaves=3 num_cat=0 split_feature=394 12 split_gain=5.77806 3.92223 threshold=-0.081209999999999991 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038968144995480812 8.8595567136381492e-05 -8.8429035135006548e-05 leaf_weight=6.0651553850620976 106.24946678818378 31.332144987565698 leaf_count=130 1474 656 internal_value=0 4.82742e-05 internal_weight=0 137.582 internal_count=2260 2130 is_linear=0 shrinkage=0.000439788 Tree=4146 num_leaves=3 num_cat=0 split_feature=394 48 split_gain=5.86125 3.90455 threshold=-0.081209999999999991 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020396117050057443 -0.019416758172494171 0.0033157953850279252 leaf_weight=5.7755223067942998 3.897401073947548 129.22358583621099 leaf_count=130 35 2095 internal_value=0 0.00264756 internal_weight=0 133.121 internal_count=2260 2130 is_linear=0 shrinkage=0.0224292 Tree=4147 num_leaves=3 num_cat=0 split_feature=394 403 split_gain=5.54412 3.98967 threshold=-0.081209999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038633898211991113 -0.00018286406417889633 7.3580686611494233e-05 leaf_weight=5.8804273591376832 12.951656407793051 123.09487155837996 leaf_count=130 498 1632 internal_value=0 4.91449e-05 internal_weight=0 136.047 internal_count=2260 2130 is_linear=0 shrinkage=0.000439788 Tree=4148 num_leaves=4 num_cat=0 split_feature=1 49 13 split_gain=5.92482 7.70149 6.24229 threshold=0.08845500000000002 -0.44508499999999995 -0.084134999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025632462365383652 0.015981495627837773 -0.0068898001127578323 0.00073576482111819663 leaf_weight=3.8816066086292258 17.769613967742771 60.218446572165703 56.186847790988395 leaf_count=9 213 1372 654 internal_value=0 -0.00491335 0.00440206 internal_weight=0 64.1001 73.9565 internal_count=2248 1381 867 is_linear=0 shrinkage=0.0224292 Tree=4149 num_leaves=4 num_cat=0 split_feature=1 49 13 split_gain=6.65559 7.37716 5.94798 threshold=0.08845500000000002 -0.44508499999999995 -0.084134999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048455675986578339 0.00030850239689435982 -0.00013806755694052136 2.0583858997388261e-05 leaf_weight=3.8943938165903083 18.256836477667093 61.988597625633702 57.679150163690792 leaf_count=9 213 1372 654 internal_value=0 -0.000101134 8.98665e-05 internal_weight=0 65.883 75.936 internal_count=2248 1381 867 is_linear=0 shrinkage=0.000439788 Tree=4150 num_leaves=4 num_cat=0 split_feature=1 49 13 split_gain=6.84704 7.46579 5.99647 threshold=0.08845500000000002 -0.44508499999999995 -0.084134999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048620580398314544 0.00030983938898516473 -0.00014063718424337822 2.0837847181108591e-05 leaf_weight=3.8885861411690703 18.275155575829558 61.818949381355196 57.643302284006495 leaf_count=9 213 1372 654 internal_value=0 -0.00010341 9.0467e-05 internal_weight=0 65.7075 75.9185 internal_count=2248 1381 867 is_linear=0 shrinkage=0.000439788 Tree=4151 num_leaves=4 num_cat=0 split_feature=1 49 13 split_gain=5.70282 7.39321 6.01426 threshold=0.08845500000000002 -0.24639999999999998 -0.084134999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020460710194625982 0.015729679922177352 -0.0071193881553543092 0.00073153660843676329 leaf_weight=5.3151640444993964 17.660348773701116 58.715790970134549 56.237559210858308 leaf_count=13 213 1368 654 internal_value=0 -0.00482457 0.00431898 internal_weight=0 64.031 73.8979 internal_count=2248 1381 867 is_linear=0 shrinkage=0.0224292 Tree=4152 num_leaves=4 num_cat=0 split_feature=42 4 47 split_gain=4.66116 5.47413 3.97838 threshold=-1.0000000180025095e-35 0.0082450000000000006 0.11893500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037392007244639396 7.0724673219432128e-05 6.9355572993439618e-05 -0.0002646297219937938 leaf_weight=11.674885140222615 117.5779539134528 9.9833615476236428 7.2461344082839778 leaf_count=469 1561 151 66 internal_value=0 -0.000169711 5.12196e-05 internal_weight=0 21.6582 124.824 internal_count=2247 620 1627 is_linear=0 shrinkage=0.000439788 Tree=4153 num_leaves=4 num_cat=0 split_feature=42 4 47 split_gain=4.44883 5.52225 3.92192 threshold=-1.0000000180025095e-35 0.0082450000000000006 0.11893500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019106760830877503 0.0036019002781027456 0.0037943345813955922 -0.013532013977826742 leaf_weight=11.414599914845896 115.61960191291291 9.8592918756039563 7.116787494858726 leaf_count=469 1561 151 66 internal_value=0 -0.00849946 0.00260645 internal_weight=0 21.2739 122.736 internal_count=2247 620 1627 is_linear=0 shrinkage=0.0224292 Tree=4154 num_leaves=4 num_cat=0 split_feature=42 4 47 split_gain=4.4863 5.37992 3.66478 threshold=-1.0000000180025095e-35 0.0082450000000000006 0.11893500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036918017962587389 6.8617409872361769e-05 6.9606393428669577e-05 -0.00025316199997237098 leaf_weight=11.68046304145537 117.86533019554918 10.034876711593823 7.2491886510979375 leaf_count=469 1561 151 66 internal_value=0 -0.000166529 4.99376e-05 internal_weight=0 21.7153 125.115 internal_count=2247 620 1627 is_linear=0 shrinkage=0.000439788 Tree=4155 num_leaves=4 num_cat=0 split_feature=42 4 47 split_gain=4.26687 5.33188 3.74469 threshold=-1.0000000180025095e-35 0.0082450000000000006 0.11893500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018839298311931277 0.0035197681270138712 0.0037043194400196693 -0.013222721531213868 leaf_weight=11.320204563060544 115.64406664058333 9.8636475806561048 7.1165181086398652 leaf_count=469 1561 151 66 internal_value=0 -0.00834863 0.00254729 internal_weight=0 21.1839 122.761 internal_count=2247 620 1627 is_linear=0 shrinkage=0.0224292 Tree=4156 num_leaves=4 num_cat=0 split_feature=16 41 16 split_gain=5.88479 4.17242 0.878186 threshold=0.50720500000000013 0.083035000000000012 0.52404000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8091451494328611e-05 -0.00059570691044645704 -0.00036275643809378905 -0.00024946639999286966 leaf_weight=133.22551384866529 3.1503564100712529 5.4817780908197156 2.6449561610352248 leaf_count=2082 65 74 80 internal_value=0 1.25972e-05 -0.000439022 internal_weight=0 138.707 5.79531 internal_count=2301 2156 145 is_linear=0 shrinkage=0.000439788 Tree=4157 num_leaves=4 num_cat=0 split_feature=16 41 51 split_gain=5.59213 4.31036 1.03432 threshold=0.50720500000000013 0.083035000000000012 -0.40771999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2095002106843428e-05 -0.00059855518498011441 -0.00036590092402328476 -0.00022868571096539095 leaf_weight=136.35166500315245 3.1888010466354899 5.7532526536379001 2.755811078939586 leaf_count=2082 74 74 71 internal_value=0 6.33958e-06 -0.000428372 internal_weight=0 142.105 5.94461 internal_count=2301 2156 145 is_linear=0 shrinkage=0.000439788 Tree=4158 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=5.4813 5.62797 threshold=-0.11377999999999998 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052671112584293277 0.00045291893608643034 -1.0261465036964107e-05 leaf_weight=3.8049619023513506 5.249072690261527 137.55672397297167 leaf_count=125 65 2111 internal_value=0 6.82179e-06 internal_weight=0 142.806 internal_count=2301 2176 is_linear=0 shrinkage=0.000439788 Tree=4159 num_leaves=4 num_cat=0 split_feature=16 41 51 split_gain=5.76715 4.12688 0.984608 threshold=0.50720500000000013 0.083035000000000012 -0.40771999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014090391025310368 -0.030981700744924134 -0.01856595705243258 -0.012040641258918478 leaf_weight=130.8524010930123 3.0914910041028634 5.3996384072815991 2.5515167594421646 leaf_count=2082 74 74 71 internal_value=0 0.000614944 -0.0224869 internal_weight=0 136.252 5.64301 internal_count=2301 2156 145 is_linear=0 shrinkage=0.0224292 Tree=4160 num_leaves=4 num_cat=0 split_feature=158 52 1 split_gain=5.40046 5.31325 4.6206 threshold=0.084765000000000021 -0.5138299999999999 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02401945410134133 -0.027940704932530865 0.0023793667118693915 0.0039336609920491107 leaf_weight=3.9365523416781789 5.9747428270929941 126.3086944140814 3.6935870361048728 leaf_count=165 171 1820 80 internal_value=0 0.00157808 -0.01578 internal_weight=0 130.245 9.66833 internal_count=2236 1985 251 is_linear=0 shrinkage=0.0224292 Tree=4161 num_leaves=4 num_cat=0 split_feature=158 52 1 split_gain=5.16797 5.26038 4.7852 threshold=0.084765000000000021 -0.5138299999999999 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047061120666610628 -0.00054547939962601715 4.428088680054927e-05 8.4112302091190601e-05 leaf_weight=3.9367500559892497 6.0051746660319605 128.5582099580206 3.8051888238405809 leaf_count=165 171 1820 80 internal_value=0 2.89166e-05 -0.000301588 internal_weight=0 132.495 9.81036 internal_count=2236 1985 251 is_linear=0 shrinkage=0.000439788 Tree=4162 num_leaves=4 num_cat=0 split_feature=158 52 1 split_gain=5.15361 5.38837 4.73134 threshold=0.084765000000000021 -0.5138299999999999 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047079367728343794 -0.00054448868543573701 4.7202323889258153e-05 8.4290939565518982e-05 leaf_weight=3.9861723456415339 5.9316205311915819 128.47242055849347 3.7805039151571691 leaf_count=165 171 1820 80 internal_value=0 3.15483e-05 -0.000300047 internal_weight=0 132.459 9.71212 internal_count=2236 1985 251 is_linear=0 shrinkage=0.000439788 Tree=4163 num_leaves=4 num_cat=0 split_feature=158 453 1 split_gain=5.21332 5.2733 4.54035 threshold=0.084765000000000021 1.0000000180025095e-35 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025580633717311248 -0.027855052398184324 -0.018497979695010585 0.0038657539195888452 leaf_weight=123.97311951262236 5.8585713983047736 6.2679354688152662 3.6915345020825043 leaf_count=1929 171 56 80 internal_value=0 0.00154216 -0.0156103 internal_weight=0 130.241 9.55011 internal_count=2236 1985 251 is_linear=0 shrinkage=0.0224292 Tree=4164 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=4.63385 10.2791 4.77362 threshold=0.09167500000000002 0.088235000000000022 -0.24659499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010789247988152635 0.006040117693333593 0.025403123420981798 -0.018698912606536243 leaf_weight=123.11939150717808 6.1716976338066187 9.3887932040379365 10.718149086344054 leaf_count=1737 40 167 336 internal_value=0 0.00280581 -0.00966244 internal_weight=0 132.508 16.8898 internal_count=2280 1904 376 is_linear=0 shrinkage=0.0224292 Tree=4165 num_leaves=4 num_cat=0 split_feature=15 15 13 split_gain=4.37852 8.62959 4.35601 threshold=0.09167500000000002 0.088235000000000022 -0.076554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1902001525097663e-05 5.2443010865435829e-05 0.0004506630599084105 -0.00038925027496235031 leaf_weight=126.38619431255211 8.1304582309094275 9.7630137138185074 9.1821402980131079 leaf_count=1737 147 167 229 internal_value=0 5.27066e-05 -0.00018199 internal_weight=0 136.149 17.3126 internal_count=2280 1904 376 is_linear=0 shrinkage=0.000439788 Tree=4166 num_leaves=4 num_cat=0 split_feature=15 15 13 split_gain=4.43726 9.65497 4.38436 threshold=0.09167500000000002 0.088235000000000022 -0.076554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010555483498469287 0.0026292832755797409 0.024491423042146836 -0.020294259103814737 leaf_weight=123.17200431646779 7.9365589692024541 9.5084699001745303 8.880406598094849 leaf_count=1737 147 167 229 internal_value=0 0.00273835 -0.00948506 internal_weight=0 132.68 16.817 internal_count=2280 1904 376 is_linear=0 shrinkage=0.0224292 Tree=4167 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=4.25204 9.10338 4.56109 threshold=0.09167500000000002 0.088235000000000022 -0.24659499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010319595814069845 0.0060118939145117874 0.023668504269928527 -0.018234907671096361 leaf_weight=123.16224086689181 6.1649860917823416 9.6177793951355834 10.582061639463062 leaf_count=1737 40 167 336 internal_value=0 0.00267478 -0.0093124 internal_weight=0 132.78 16.747 internal_count=2280 1904 376 is_linear=0 shrinkage=0.0224292 Tree=4168 num_leaves=4 num_cat=0 split_feature=160 159 159 split_gain=3.9546 4.98136 0.0274061 threshold=-0.25833999999999996 -0.22731999999999997 -0.040234999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049805417016671313 0.0004372667741398667 -2.8577772089596597e-05 -0.00039838792254491881 leaf_weight=2.3664240960351894 4.5756493090884751 131.56924897387216 1.5325732342316758 leaf_count=100 74 1995 86 internal_value=0 -1.28622e-05 -0.000461011 internal_weight=0 136.145 3.899 internal_count=2255 2069 186 is_linear=0 shrinkage=0.000439788 Tree=4169 num_leaves=4 num_cat=0 split_feature=131 43 49 split_gain=5.61225 3.95601 2.12479 threshold=0.088610000000000008 -0.34140499999999996 -0.073054999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014667813049229881 0.0014233820071599672 0.0010543799493829618 -0.02310796576741081 leaf_weight=8.6198989122640324 2.3053953582420945 118.30815351736965 7.6884575209696759 leaf_count=102 20 1838 295 internal_value=0 -1.53859e-05 -0.0174571 internal_weight=0 126.928 9.99385 internal_count=2255 1940 315 is_linear=0 shrinkage=0.0224292 Tree=4170 num_leaves=4 num_cat=0 split_feature=131 43 49 split_gain=5.36876 3.74818 2.12289 threshold=0.088610000000000008 -0.34140499999999996 -0.031119999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027996548613388431 -1.1338190363414206e-05 1.705205009800537e-05 -0.0004575658620834174 leaf_weight=8.7921477075433341 2.8593051321804523 121.94744462205563 7.3856493092607689 leaf_count=102 25 1838 290 internal_value=0 -2.96013e-06 -0.000333279 internal_weight=0 130.74 10.245 internal_count=2255 1940 315 is_linear=0 shrinkage=0.000439788 Tree=4171 num_leaves=4 num_cat=0 split_feature=131 43 49 split_gain=5.50884 3.86404 2.06865 threshold=0.088610000000000008 -0.34140499999999996 -0.031119999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028301006456764142 -1.8240984839577529e-05 1.9218111628180316e-05 -0.00045654731289951887 leaf_weight=8.7527766489656624 2.890135227702558 121.6529569728591 7.4504406105261278 leaf_count=102 25 1838 290 internal_value=0 -1.10577e-06 -0.000334302 internal_weight=0 130.406 10.3406 internal_count=2255 1940 315 is_linear=0 shrinkage=0.000439788 Tree=4172 num_leaves=4 num_cat=0 split_feature=484 12 41 split_gain=5.75969 5.39464 4.70309 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.083035000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042156048105930027 5.2020455649427877e-05 -0.00043771860431349619 -0.00034195423329254332 leaf_weight=1.6624524695798744 129.42164729481738 8.9271101639023964 6.1194833605550221 leaf_count=13 1809 353 81 internal_value=0 -0.000302305 3.41874e-05 internal_weight=0 10.5896 135.541 internal_count=2256 366 1890 is_linear=0 shrinkage=0.000439788 Tree=4173 num_leaves=4 num_cat=0 split_feature=484 41 49 split_gain=5.67143 4.85441 2.14613 threshold=-0.0048499999999999993 0.079885000000000025 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070814674587901076 0.0028854243222200789 -0.015671319485055162 -0.020156509378631522 leaf_weight=1.7461965382099141 124.91585510365258 7.4997786247404283 8.4703672877512854 leaf_count=15 1796 94 351 internal_value=0 0.0018323 -0.0154965 internal_weight=0 132.416 10.2166 internal_count=2256 1890 366 is_linear=0 shrinkage=0.0224292 Tree=4174 num_leaves=4 num_cat=0 split_feature=484 12 1 split_gain=5.58102 5.32713 4.50399 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.077765000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042064649272364422 -7.7257588352077909e-05 -0.00043462473765886828 9.1124573646346425e-05 leaf_weight=1.6587554330471892 46.78222584798641 8.8481902398634684 89.434367786947405 leaf_count=13 944 353 946 internal_value=0 -0.000299083 3.32927e-05 internal_weight=0 10.5069 136.217 internal_count=2256 366 1890 is_linear=0 shrinkage=0.000439788 Tree=4175 num_leaves=4 num_cat=0 split_feature=484 12 41 split_gain=5.4626 5.23403 4.66685 threshold=-0.0048499999999999993 -1.0000000180025095e-35 0.083035000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021534081538398305 0.0027053897126038959 -0.02230832895462842 -0.017538628400139596 leaf_weight=1.6160663182381529 126.4837751610321 8.5127119139942788 5.9815320265479377 leaf_count=13 1809 353 81 internal_value=0 -0.0152858 0.00178887 internal_weight=0 10.1288 132.465 internal_count=2256 366 1890 is_linear=0 shrinkage=0.0224292 Tree=4176 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=4.26826 5.60785 2.56635 threshold=0.080930000000000016 -0.082894999999999983 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012513105549752176 -1.1075352284296493e-05 -7.4152283140374825e-05 0.00027803685417248161 leaf_weight=38.753712349454872 9.0417411769740301 92.372790353212622 17.274965652264655 leaf_count=539 71 1563 115 internal_value=0 -1.52456e-05 0.000178769 internal_weight=0 131.127 26.3167 internal_count=2288 2102 186 is_linear=0 shrinkage=0.000439788 Tree=4177 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=4.31938 6.39453 1.94014 threshold=1.0000000180025095e-35 -0.24297999999999997 -0.079464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034465317819004225 -1.8364318417489999e-05 4.2042229288369656e-06 -0.00054082776713344793 leaf_weight=11.537813770410137 2.1570656114490703 139.15946349842125 3.777821830881293 leaf_count=177 113 1910 88 internal_value=0 3.03103e-05 -0.000351604 internal_weight=0 150.697 5.93489 internal_count=2288 2087 201 is_linear=0 shrinkage=0.000439788 Tree=4178 num_leaves=4 num_cat=0 split_feature=1456 15 160 split_gain=4.43431 6.38 1.6743 threshold=1.0000000180025095e-35 -0.30139999999999995 -0.081249999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036270086918438829 -6.4993971176777418e-05 5.3689570130101216e-06 -0.00054229289263749375 leaf_weight=10.359377392043823 2.3388858395628631 140.42700178756786 3.627888011862523 leaf_count=164 72 1923 129 internal_value=0 2.99613e-05 -0.000356003 internal_weight=0 150.786 5.96677 internal_count=2288 2087 201 is_linear=0 shrinkage=0.000439788 Tree=4179 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=4.30073 6.02328 1.93082 threshold=1.0000000180025095e-35 -0.24297999999999997 -0.079464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017384168566585076 -0.00081554095595786713 0.00027476659610341171 -0.027757000597885256 leaf_weight=11.179971611592917 2.0888189184479415 136.73655652471643 3.710895557247567 leaf_count=177 113 1910 88 internal_value=0 0.00157002 -0.0180883 internal_weight=0 147.917 5.79971 internal_count=2288 2087 201 is_linear=0 shrinkage=0.0224292 Tree=4180 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=5.04378 9.64927 5.03548 threshold=1.0000000180025095e-35 0.097665000000000016 0.019620000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091131047191660916 0.0023729870266793202 0.02105472929557934 0.023063659058327596 leaf_weight=41.177215012241504 91.646136065566679 6.1087053436785927 6.3071961165405801 leaf_count=1175 1025 18 90 internal_value=0 -0.0052089 0.00370949 internal_weight=0 47.2859 97.9533 internal_count=2308 1193 1115 is_linear=0 shrinkage=0.0224292 Tree=4181 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=5.60534 9.12222 5.03444 threshold=0.077765000000000015 0.097665000000000016 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017637630150035746 -0.00024140166101249566 0.00040004480250842024 0.00010643709794519004 leaf_weight=43.532198435335886 8.8240613280795497 6.0292871538549653 89.583345670514973 leaf_count=1194 134 18 962 internal_value=0 -0.000106126 7.52061e-05 internal_weight=0 49.5615 98.4074 internal_count=2308 1212 1096 is_linear=0 shrinkage=0.000439788 Tree=4182 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.84502 9.12748 4.88244 threshold=0.077765000000000015 0.097665000000000016 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0086489068817006375 -0.012344664586875493 0.020728692107390593 0.0052850322531993151 leaf_weight=42.58832250413252 8.6664349655620736 6.0612099412828675 87.764871050807415 leaf_count=1194 134 18 962 internal_value=0 -0.00498208 0.00369849 internal_weight=0 48.6495 96.4313 internal_count=2308 1212 1096 is_linear=0 shrinkage=0.0224292 Tree=4183 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=5.46658 8.69322 4.92829 threshold=0.077765000000000015 0.097665000000000016 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001733652301365762 -0.00023904044665020325 0.0003908303581644458 0.00010468166698988503 leaf_weight=43.651492738179513 8.8473029532469791 5.9906976856291285 89.693384573649382 leaf_count=1194 134 18 962 internal_value=0 -0.000105155 7.37809e-05 internal_weight=0 49.6422 98.5407 internal_count=2308 1212 1096 is_linear=0 shrinkage=0.000439788 Tree=4184 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=4.07321 3.84554 threshold=-1.0000000180025095e-35 0.0063250000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044043118126297986 -4.7930745814751324e-05 0.00010096505660395901 leaf_weight=4.4077933449298135 83.427840471456875 56.086986560141668 leaf_count=69 1564 596 internal_value=0 1.19332e-05 internal_weight=0 139.515 internal_count=2229 2160 is_linear=0 shrinkage=0.000439788 Tree=4185 num_leaves=4 num_cat=0 split_feature=4 4 16 split_gain=4.1914 12.1272 6.34308 threshold=0.0063250000000000008 -0.0016099999999999997 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6517033248416727e-05 1.4111166202625529e-05 -0.00054944014683169036 0.00032132064847397281 leaf_weight=77.598843489584397 39.34567616545246 8.0667307552503171 19.395326557510998 leaf_count=1470 467 120 172 internal_value=0 -3.68871e-05 0.000115618 internal_weight=0 85.6656 58.741 internal_count=2229 1590 639 is_linear=0 shrinkage=0.000439788 Tree=4186 num_leaves=4 num_cat=0 split_feature=4 4 16 split_gain=3.82411 12.2855 6.42333 threshold=0.0063250000000000008 -0.0016099999999999997 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00096240857052693406 0.00039922087354619311 -0.028346588217266159 0.016341174196873084 leaf_weight=75.524368648344534 38.280890658599674 7.9331585003965293 19.019600209081545 leaf_count=1470 467 120 172 internal_value=0 -0.00182944 0.00569447 internal_weight=0 83.4575 57.3005 internal_count=2229 1590 639 is_linear=0 shrinkage=0.0224292 Tree=4187 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.94059 3.52674 threshold=0.089295000000000013 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0064505608359436356 -0.019038561121489359 0.0034642383258151098 leaf_weight=21.40391150067444 4.6567636160179964 114.57699401880382 leaf_count=626 44 1559 internal_value=0 0.00190292 internal_weight=0 135.981 internal_count=2229 2185 is_linear=0 shrinkage=0.0224292 Tree=4188 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=4.80859 4.60004 threshold=0.088035000000000016 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.003056598867599404 -0.023047191274419992 0.005569934609636713 leaf_weight=83.614584073511651 4.6331102866679421 49.484288728737738 leaf_count=1619 52 581 internal_value=0 0.000150964 internal_weight=0 133.099 internal_count=2252 2200 is_linear=0 shrinkage=0.0224292 Tree=4189 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.90593 9.56783 4.39187 threshold=0.10098000000000001 -0.082084999999999977 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001401010891170782 -0.00018096318053633254 -0.00017369323150063053 0.00015002528870821492 leaf_weight=27.124780648271553 9.395791251678018 61.08499627681158 43.97385985031724 leaf_count=443 133 1208 468 internal_value=0 -7.71911e-05 9.17105e-05 internal_weight=0 88.2098 53.3697 internal_count=2252 1651 601 is_linear=0 shrinkage=0.000439788 Tree=4190 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.55776 9.64695 4.32234 threshold=0.10098000000000001 -0.082084999999999977 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014639674834230959 -0.00018043423221580934 -0.00017019742170028046 0.00014876687506135708 leaf_weight=26.889931379206246 9.3482341505587083 60.389637158645201 43.735491679224651 leaf_count=443 133 1208 468 internal_value=0 -7.26473e-05 9.07493e-05 internal_weight=0 87.2796 53.0837 internal_count=2252 1651 601 is_linear=0 shrinkage=0.000439788 Tree=4191 num_leaves=3 num_cat=0 split_feature=1374 448 split_gain=4.61248 5.76739 threshold=0.088035000000000016 -0.083114999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026442732419535514 -0.022612278370615566 0.00096725859956843616 leaf_weight=3.9617629051208487 4.616406900342553 129.10704861479462 leaf_count=43 52 2157 internal_value=0 0.000147524 internal_weight=0 133.069 internal_count=2252 2200 is_linear=0 shrinkage=0.0224292 Tree=4192 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=5.28621 5.84358 2.01289 threshold=0.13130500000000003 0.11926500000000002 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011261256892284206 0.027807555304619765 -0.025171222296930459 0.0084336511225066094 leaf_weight=129.01077323059144 4.5229105849866738 4.376650345278903 6.7075249112676829 leaf_count=2057 80 53 96 internal_value=0 0.00025979 0.0162702 internal_weight=0 133.387 11.2304 internal_count=2286 2110 176 is_linear=0 shrinkage=0.0224292 Tree=4193 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=5.48978 5.24421 1.86498 threshold=0.13130500000000003 0.11893500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1678931106993273e-05 0.00053702947643561086 -0.00045905145091496621 0.00017582653242333583 leaf_weight=132.08292542875279 4.6286991130327788 4.520729870768263 6.8978967459406704 leaf_count=2054 80 56 96 internal_value=0 5.70783e-06 0.000321522 internal_weight=0 136.604 11.5266 internal_count=2286 2110 176 is_linear=0 shrinkage=0.000439788 Tree=4194 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=5.09691 5.61318 1.96171 threshold=0.13130500000000003 0.11926500000000002 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001100358532875515 0.027491394534020969 -0.024758369203299522 0.0082896023452896147 leaf_weight=129.07487971593218 4.4737801717128587 4.3467450628522775 6.6836367092328146 leaf_count=2057 80 53 96 internal_value=0 0.000254485 0.0160227 internal_weight=0 133.422 11.1574 internal_count=2286 2110 176 is_linear=0 shrinkage=0.0224292 Tree=4195 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=4.90993 5.33935 1.91366 threshold=0.13130500000000003 0.11893500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010818983303983289 0.027180577358743203 -0.023910410741096122 0.0081372487738520915 leaf_weight=128.9654607532575 4.4242304661311191 4.4295802805572739 6.6567239769501612 leaf_count=2054 80 56 96 internal_value=0 0.000248689 0.0157742 internal_weight=0 133.395 11.081 internal_count=2286 2110 176 is_linear=0 shrinkage=0.0224292 Tree=4196 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=5.53653 5.11986 threshold=0.088055000000000008 0.0063250000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0037263139177573495 0.023036620302840975 0.0049462081104614305 leaf_weight=80.296413244475843 5.4197646046522996 59.680229091216461 leaf_count=1604 57 618 internal_value=0 -2.85402e-05 internal_weight=0 139.977 internal_count=2279 2222 is_linear=0 shrinkage=0.0224292 Tree=4197 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=5.36943 4.22958 threshold=0.088055000000000008 0.13130500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010239570207889409 0.022838158989582327 0.015240136224250354 leaf_weight=131.32638686402061 5.3452545006293795 8.5495526393642631 leaf_count=2076 57 146 internal_value=0 -2.79124e-05 internal_weight=0 139.876 internal_count=2279 2222 is_linear=0 shrinkage=0.0224292 Tree=4198 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=5.71202 5.27806 threshold=0.088055000000000008 0.0063250000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.6629277716194145e-05 0.00044977870508819943 9.3532875838388385e-05 leaf_weight=83.056431286924635 5.542773710913024 61.230967034847708 leaf_count=1604 57 618 internal_value=0 -4.41507e-06 internal_weight=0 144.287 internal_count=2279 2222 is_linear=0 shrinkage=0.000439788 Tree=4199 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=5.21328 4.87771 threshold=0.088055000000000008 0.0063250000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0036407357311526553 0.022641974270352406 0.0048269501634863998 leaf_weight=80.25959700049134 5.2757986065116702 59.633314547740156 leaf_count=1604 57 618 internal_value=0 -3.09786e-05 internal_weight=0 139.893 internal_count=2279 2222 is_linear=0 shrinkage=0.0224292 Tree=4200 num_leaves=4 num_cat=0 split_feature=48 15 49 split_gain=5.85664 8.37061 6.68653 threshold=0.092805000000000012 -0.038029999999999987 -0.083094999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035055375223716679 5.8231050496729247e-06 0.00052622802253966176 -1.1939024979884828e-05 leaf_weight=12.640471593942491 17.994427489087688 8.9333918988704664 103.45471272268333 leaf_count=121 210 36 1916 internal_value=0 0.00017872 -4.88591e-05 internal_weight=0 26.9278 116.095 internal_count=2283 246 2037 is_linear=0 shrinkage=0.000439788 Tree=4201 num_leaves=4 num_cat=0 split_feature=48 15 49 split_gain=6.03054 8.06629 7.03626 threshold=0.092805000000000012 -0.038029999999999987 -0.083094999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018422114081341572 0.0006228809263046682 0.026947561330372724 -0.00053260812015885656 leaf_weight=12.401501511689274 17.509627033345172 8.7795130992308241 101.01446283358382 leaf_count=121 210 36 1916 internal_value=0 0.00942744 -0.00249151 internal_weight=0 26.2891 113.416 internal_count=2283 246 2037 is_linear=0 shrinkage=0.0224292 Tree=4202 num_leaves=4 num_cat=0 split_feature=43 147 3 split_gain=5.79585 7.29168 6.75328 threshold=-0.074459999999999985 0.089365000000000014 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085154687313989676 -0.005876130444615448 0.017396178134158374 0.015412433515982387 leaf_weight=32.772309980573482 78.326028707335354 7.3953977930359533 21.100097130518407 leaf_count=654 1314 63 252 internal_value=0 -0.00386494 0.00552174 internal_weight=0 85.7214 53.8724 internal_count=2283 1377 906 is_linear=0 shrinkage=0.0224292 Tree=4203 num_leaves=4 num_cat=0 split_feature=48 15 49 split_gain=5.90248 7.75514 6.33248 threshold=0.092805000000000012 -0.038029999999999987 -0.083094999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034105443714014399 1.5780636427312002e-05 0.00051929343610414053 -1.1735594055131049e-05 leaf_weight=12.656519526615737 18.006769043247917 8.7933676075190288 103.58882303051359 leaf_count=121 210 36 1916 internal_value=0 0.00018124 -4.76412e-05 internal_weight=0 26.8001 116.245 internal_count=2283 246 2037 is_linear=0 shrinkage=0.000439788 Tree=4204 num_leaves=4 num_cat=0 split_feature=403 15 0 split_gain=5.71422 8.11542 5.32768 threshold=0.092660000000000006 0.030370000000000005 -0.084169999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007954823888644629 -0.0054935568365045515 -0.013240829520625006 0.028922457328087604 leaf_weight=108.89693119280855 3.6157627700595185 25.57234987715492 6.0044639162952063 leaf_count=1343 94 765 88 internal_value=0 -0.00187534 0.0160019 internal_weight=0 134.469 9.62023 internal_count=2290 2108 182 is_linear=0 shrinkage=0.0224292 Tree=4205 num_leaves=4 num_cat=0 split_feature=403 15 403 split_gain=5.44236 7.79431 5.28146 threshold=0.092660000000000006 0.030370000000000005 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077770929701267586 0.033914880523590936 -0.013003450525782898 0.00060468708991423482 leaf_weight=108.88781957924948 4.3314574474934471 25.45680761418771 5.3276444122311659 leaf_count=1343 32 765 150 internal_value=0 -0.00183514 0.0155795 internal_weight=0 134.345 9.6591 internal_count=2290 2108 182 is_linear=0 shrinkage=0.0224292 Tree=4206 num_leaves=4 num_cat=0 split_feature=403 15 403 split_gain=4.86445 8.17485 5.11477 threshold=0.092660000000000006 0.030370000000000005 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9153530324107702e-05 0.0006400042774493312 -0.000254412247651356 2.8345043541143376e-06 leaf_weight=110.77795541271917 4.3762239272473362 26.086461785191204 5.4686036694911309 leaf_count=1343 32 765 150 internal_value=0 -3.30165e-05 0.00028676 internal_weight=0 136.864 9.84483 internal_count=2290 2108 182 is_linear=0 shrinkage=0.000439788 Tree=4207 num_leaves=4 num_cat=0 split_feature=403 15 0 split_gain=5.17976 7.49185 5.01008 threshold=0.092660000000000006 0.030370000000000005 -0.084169999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076413768812044075 -0.0057028565981918234 -0.012768216184217645 0.02759707043744725 leaf_weight=108.91529029027151 3.6179229527479038 25.356823397974949 6.0693582749227044 leaf_count=1343 94 765 88 internal_value=0 -0.00179285 0.0151737 internal_weight=0 134.272 9.68728 internal_count=2290 2108 182 is_linear=0 shrinkage=0.0224292 Tree=4208 num_leaves=3 num_cat=0 split_feature=456 402 split_gain=5.2339 4.81503 threshold=0.088355000000000003 0.085345000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8532814030097346e-05 -0.00038680322477893967 -0.00031103424591510931 leaf_weight=130.32751642153016 6.1058650431223205 7.6056169225921613 leaf_count=1899 100 261 internal_value=0 2.8666e-05 internal_weight=0 137.933 internal_count=2260 2160 is_linear=0 shrinkage=0.000439788 Tree=4209 num_leaves=3 num_cat=0 split_feature=456 1456 split_gain=5.22267 4.55516 threshold=0.088355000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039705472887199546 -0.0004158959464547452 1.3062248919580104e-05 leaf_weight=5.4339279738051109 6.1743579434696576 132.89888753480045 leaf_count=208 100 1952 internal_value=0 -3.10035e-06 internal_weight=0 138.333 internal_count=2260 2160 is_linear=0 shrinkage=0.000439788 Tree=4210 num_leaves=4 num_cat=0 split_feature=156 0 15 split_gain=4.74862 5.33134 2.90228 threshold=0.091255000000000017 0.043130000000000009 -0.052484999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1560436843723633e-06 4.1304797723606941e-05 0.0002544120355512299 -0.00048707880780736034 leaf_weight=118.72435529490758 3.0894256531319115 17.865434888051823 5.723815566103438 leaf_count=1942 69 133 116 internal_value=0 3.05637e-05 -0.000302168 internal_weight=0 136.59 8.81324 internal_count=2260 2075 185 is_linear=0 shrinkage=0.000439788 Tree=4211 num_leaves=3 num_cat=0 split_feature=456 402 split_gain=5.30172 4.77568 threshold=0.088355000000000003 0.085345000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8247041417514059e-05 -0.00039060017662149353 -0.00031054939921459028 leaf_weight=129.83778118924238 6.0802377928048363 7.5757581218640544 leaf_count=1899 100 261 internal_value=0 2.84258e-05 internal_weight=0 137.414 internal_count=2260 2160 is_linear=0 shrinkage=0.000439788 Tree=4212 num_leaves=3 num_cat=0 split_feature=14 160 split_gain=5.24728 5.18257 threshold=0.076175000000000007 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024497243578626496 -0.022913174399579857 0.0024435669179200484 leaf_weight=3.6701409551169482 4.4647615797002791 136.57244924234692 leaf_count=151 80 2055 internal_value=0 0.00173529 internal_weight=0 140.243 internal_count=2286 2206 is_linear=0 shrinkage=0.0224292 Tree=4213 num_leaves=4 num_cat=0 split_feature=160 14 160 split_gain=5.11274 4.05094 0.0326859 threshold=-0.40446999999999994 0.062655000000000016 -0.52954999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005261246911580493 4.3387720344485148e-05 -0.00037196877588135079 -0.00042278562390748726 leaf_weight=1.9580264789983632 139.79094714776147 4.675015620305202 1.987023998168296 leaf_count=71 2053 70 92 internal_value=0 2.98991e-05 -0.000476362 internal_weight=0 144.466 3.94505 internal_count=2286 2123 163 is_linear=0 shrinkage=0.000439788 Tree=4214 num_leaves=3 num_cat=0 split_feature=14 160 split_gain=5.00011 5.10775 threshold=0.076175000000000007 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047770300047212739 -0.00043775367639351296 4.5854273841053035e-05 leaf_weight=3.6809654663084066 4.4968021638924247 138.96170818827522 leaf_count=151 80 2055 internal_value=0 3.22815e-05 internal_weight=0 142.643 internal_count=2286 2206 is_linear=0 shrinkage=0.000439788 Tree=4215 num_leaves=3 num_cat=0 split_feature=14 160 split_gain=5.0463 5.05988 threshold=0.076175000000000007 -0.10091999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013694198169240781 -0.022581828962352644 0.0028706972849549023 leaf_weight=9.9685955528402683 4.4259192123136009 130.32479202502873 leaf_count=281 80 1925 internal_value=0 0.00169197 internal_weight=0 140.293 internal_count=2286 2206 is_linear=0 shrinkage=0.0224292 Tree=4216 num_leaves=4 num_cat=0 split_feature=156 130 474 split_gain=5.68012 4.30712 3.46967 threshold=0.091015000000000013 1.0000000180025095e-35 0.090215000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1702747644780341e-05 -0.00051114614527825902 -0.00032188787591097513 7.0923073310461134e-05 leaf_weight=132.9541279511177 5.9160742590029241 5.8945649032248175 2.9665247090160847 leaf_count=1742 152 276 49 internal_value=0 4.53761e-05 -0.000317017 internal_weight=0 138.849 8.8826 internal_count=2219 2018 201 is_linear=0 shrinkage=0.000439788 Tree=4217 num_leaves=4 num_cat=0 split_feature=156 130 474 split_gain=5.82077 4.25242 3.40467 threshold=0.091015000000000013 1.0000000180025095e-35 0.089745000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2753225138456259e-05 -0.00051333634662370953 -0.00031975633719495315 6.2947757316551381e-05 leaf_weight=132.59292546534562 5.9014985758403764 5.8513819019572102 2.9755471348762512 leaf_count=1742 151 276 50 internal_value=0 4.65445e-05 -0.000320448 internal_weight=0 138.444 8.87705 internal_count=2219 2018 201 is_linear=0 shrinkage=0.000439788 Tree=4218 num_leaves=4 num_cat=0 split_feature=156 130 474 split_gain=5.657 4.27855 3.51789 threshold=0.091015000000000013 1.0000000180025095e-35 0.090215000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4674518855671641e-05 -0.00051399508485549584 -0.00032093718233016456 7.4802664912526615e-05 leaf_weight=131.86298078051186 5.8054898664995545 5.7916669860715038 2.9534016875550151 leaf_count=1742 152 276 49 internal_value=0 4.84081e-05 -0.000315728 internal_weight=0 137.655 8.75889 internal_count=2219 2018 201 is_linear=0 shrinkage=0.000439788 Tree=4219 num_leaves=4 num_cat=0 split_feature=156 130 474 split_gain=5.61953 4.3433 3.52472 threshold=0.091015000000000013 1.0000000180025095e-35 0.090215000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4676137598282041e-05 -0.00051397077834648068 -0.00032206451713908194 7.5724213227484885e-05 leaf_weight=131.97222962600063 5.7883129594847542 5.8473727534874334 2.9528513525146991 leaf_count=1742 152 276 49 internal_value=0 4.82253e-05 -0.000315035 internal_weight=0 137.82 8.74116 internal_count=2219 2018 201 is_linear=0 shrinkage=0.000439788 Tree=4220 num_leaves=3 num_cat=0 split_feature=454 156 split_gain=5.71876 4.23528 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004333270631803112 7.4743390586427539e-05 -0.00023318259894728328 leaf_weight=4.7770972640719256 133.90640469201026 9.2166050007217546 leaf_count=59 2043 202 internal_value=0 5.48856e-05 internal_weight=0 143.123 internal_count=2304 2245 is_linear=0 shrinkage=0.000439788 Tree=4221 num_leaves=3 num_cat=0 split_feature=454 48 split_gain=5.75492 4.47893 threshold=-1.0000000180025095e-35 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022305257274043845 -0.020993485099735084 0.0035087551596750398 leaf_weight=4.7142982606310389 3.8399255424737921 137.07210055588803 leaf_count=59 35 2210 internal_value=0 0.0028383 internal_weight=0 140.912 internal_count=2304 2245 is_linear=0 shrinkage=0.0224292 Tree=4222 num_leaves=3 num_cat=0 split_feature=454 48 split_gain=5.5279 4.27351 threshold=-1.0000000180025095e-35 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021940087955774124 -0.02047670104496449 0.0034299688804092245 leaf_weight=4.6859069962520143 3.8489152770489445 137.07600076950621 leaf_count=59 35 2210 internal_value=0 0.00277435 internal_weight=0 140.925 internal_count=2304 2245 is_linear=0 shrinkage=0.0224292 Tree=4223 num_leaves=3 num_cat=0 split_feature=454 156 split_gain=5.30923 4.22884 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021577685888744924 0.0037248095992143074 -0.012181204238223749 leaf_weight=4.6583767947740844 131.9758975735167 8.9622982950240822 leaf_count=59 2043 202 internal_value=0 0.00271183 internal_weight=0 140.938 internal_count=2304 2245 is_linear=0 shrinkage=0.0224292 Tree=4224 num_leaves=4 num_cat=0 split_feature=42 457 43 split_gain=4.74997 5.61374 4.59674 threshold=-1.0000000180025095e-35 0.080930000000000016 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060612366248753431 -3.6477149861432037e-05 0.00021504791515682988 -0.00011431277387809507 leaf_weight=4.5617651150096235 103.2021357001795 20.565907033742405 18.673777497329866 leaf_count=77 1537 162 564 internal_value=0 5.34421e-06 -0.000211287 internal_weight=0 123.768 23.2355 internal_count=2340 1699 641 is_linear=0 shrinkage=0.000439788 Tree=4225 num_leaves=4 num_cat=0 split_feature=42 457 43 split_gain=4.51099 5.38276 4.74739 threshold=-1.0000000180025095e-35 0.080930000000000016 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031378818817379632 -0.001831003890158887 0.010877280404798947 -0.0055251009088162174 leaf_weight=4.4391259991098222 100.59697689360473 20.100977944908664 18.058829094530665 leaf_count=77 1537 162 564 internal_value=0 0.000286813 -0.0106486 internal_weight=0 120.698 22.498 internal_count=2340 1699 641 is_linear=0 shrinkage=0.0224292 Tree=4226 num_leaves=4 num_cat=0 split_feature=47 150 3 split_gain=4.37472 6.73952 3.38973 threshold=1.0000000180025095e-35 -0.084634999999999988 0.079790000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018314644364928682 -0.0041618585903806351 -0.0011384720806234033 -0.021217949594960234 leaf_weight=9.7680455369409156 18.893363870796751 105.91787707856565 8.4880075361579639 leaf_count=59 255 1947 79 internal_value=0 0.00050682 -0.00946021 internal_weight=0 115.686 27.3814 internal_count=2340 2006 334 is_linear=0 shrinkage=0.0224292 Tree=4227 num_leaves=4 num_cat=0 split_feature=47 51 3 split_gain=4.18359 7.43282 3.24282 threshold=1.0000000180025095e-35 0.087505000000000013 0.079790000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027633579918917633 -0.004070650486671267 -0.013764705538992674 -0.020758572999716417 leaf_weight=99.757127076663892 18.88397132395767 15.84520556112693 8.4817461622878891 leaf_count=1753 255 253 79 internal_value=0 0.000496016 -0.00925378 internal_weight=0 115.602 27.3657 internal_count=2340 2006 334 is_linear=0 shrinkage=0.0224292 Tree=4228 num_leaves=3 num_cat=0 split_feature=47 123 split_gain=6.23217 4.37521 threshold=0.13148500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.0629663216132228e-06 -0.00048590119006443436 0.00026465646286012907 leaf_weight=129.79593200462114 4.8693318173754951 12.758143528713843 leaf_count=2071 45 193 internal_value=0 1.91083e-05 internal_weight=0 142.554 internal_count=2309 2264 is_linear=0 shrinkage=0.000439788 Tree=4229 num_leaves=3 num_cat=0 split_feature=47 123 split_gain=6.22566 4.46795 threshold=0.13148500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.5680502912735273e-06 -0.00048845226674293612 0.00026596814648894928 leaf_weight=129.19147217631689 4.8365187870804212 12.766783817787653 leaf_count=2071 45 193 internal_value=0 1.79745e-05 internal_weight=0 141.958 internal_count=2309 2264 is_linear=0 shrinkage=0.000439788 Tree=4230 num_leaves=3 num_cat=0 split_feature=47 123 split_gain=6.26382 4.19114 threshold=0.13148500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036961206612954293 -0.025220224988265622 0.013261365044150722 leaf_weight=127.3699768918159 4.7782773256767532 12.438344839378258 leaf_count=2071 45 193 internal_value=0 0.000844742 internal_weight=0 139.808 internal_count=2309 2264 is_linear=0 shrinkage=0.0224292 Tree=4231 num_leaves=3 num_cat=0 split_feature=47 123 split_gain=5.89709 4.44677 threshold=0.13148500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.3028519705157711e-06 -0.00047493053620556035 0.0002638000189628266 leaf_weight=130.40212374534167 4.8539678750094017 12.836577606038189 leaf_count=2071 45 193 internal_value=0 1.70244e-05 internal_weight=0 143.239 internal_count=2309 2264 is_linear=0 shrinkage=0.000439788 Tree=4232 num_leaves=4 num_cat=0 split_feature=43 13 2 split_gain=6.01351 6.68927 0.534055 threshold=0.23693500000000003 -0.094869999999999996 0.094485000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024270218496160066 -0.00064620825148356239 -1.3691734550347305e-05 -0.00034010782733368558 leaf_weight=23.643512898474 2.0780230028321958 116.95907481991162 2.523612212491571 leaf_count=244 66 1909 70 internal_value=0 2.94502e-05 -0.000480437 internal_weight=0 140.603 4.60164 internal_count=2289 2153 136 is_linear=0 shrinkage=0.000439788 Tree=4233 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=5.3333 6.71982 threshold=0.27293500000000009 -0.11022999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022385782206932839 -0.023206862215899748 0.00041547818300362673 leaf_weight=7.3810526962624854 4.4856276965001589 130.66912241932005 leaf_count=79 39 2171 internal_value=0 0.00159309 internal_weight=0 138.05 internal_count=2289 2250 is_linear=0 shrinkage=0.0224292 Tree=4234 num_leaves=4 num_cat=0 split_feature=43 13 2 split_gain=5.75812 6.7868 0.56632 threshold=0.23693500000000003 -0.094869999999999996 0.097110000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024448970328122229 -0.00063259950675974817 -1.3502271557862816e-05 -0.00031627623094280979 leaf_weight=23.702436552383006 2.2165711239213115 116.94583947122737 2.2958737938606646 leaf_count=244 74 1909 62 internal_value=0 3.00025e-05 -0.000473669 internal_weight=0 140.648 4.51244 internal_count=2289 2153 136 is_linear=0 shrinkage=0.000439788 Tree=4235 num_leaves=3 num_cat=0 split_feature=49 43 split_gain=5.10869 6.16221 threshold=0.27293500000000009 0.23693500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024163208585662199 -0.022746020331631908 -0.02451989913473393 leaf_weight=133.68585757471737 4.4742386575089759 4.3946055441483614 leaf_count=2116 39 134 internal_value=0 0.00155577 internal_weight=0 138.08 internal_count=2289 2250 is_linear=0 shrinkage=0.0224292 Tree=4236 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=4.98441 4.65875 threshold=-0.097394999999999982 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02313855652756322 0.0018844244602301402 -0.018761440297577484 leaf_weight=4.4191073463298371 130.50516467493435 5.7210966865095534 leaf_count=52 2101 110 internal_value=0 0.00101485 internal_weight=0 136.226 internal_count=2263 2211 is_linear=0 shrinkage=0.0224292 Tree=4237 num_leaves=3 num_cat=0 split_feature=376 51 split_gain=4.98704 4.44174 threshold=1.0000000180025095e-35 0.11394000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3903155107345907e-06 0.00031120022529155492 -0.00031486640942759829 leaf_weight=124.99342362057359 9.5013605999993143 9.0800858882575977 leaf_count=1993 123 147 internal_value=0 -1.82053e-05 internal_weight=0 134.074 internal_count=2263 2140 is_linear=0 shrinkage=0.000439788 Tree=4238 num_leaves=3 num_cat=0 split_feature=376 51 split_gain=4.79649 4.69308 threshold=1.0000000180025095e-35 0.11394000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028864842132417468 0.015799999186951418 -0.016543226197379652 leaf_weight=122.48945309170813 9.2945903299259935 8.92257914879883 leaf_count=1993 123 147 internal_value=0 -0.000856435 internal_weight=0 131.412 internal_count=2263 2140 is_linear=0 shrinkage=0.0224292 Tree=4239 num_leaves=3 num_cat=0 split_feature=376 51 split_gain=5.16039 4.31534 threshold=1.0000000180025095e-35 0.11394000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3921920501539328e-06 0.00031535158442899528 -0.00030845863322916296 leaf_weight=125.59794737123593 9.6758575185085629 9.1296582447248493 leaf_count=1993 123 147 internal_value=0 -1.68485e-05 internal_weight=0 134.728 internal_count=2263 2140 is_linear=0 shrinkage=0.000439788 Tree=4240 num_leaves=4 num_cat=0 split_feature=483 159 13 split_gain=5.48251 5.42669 1.48791 threshold=0.086625000000000021 0.091305000000000011 -0.0047449999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003698248615881155 -0.0098811395476224601 -0.012013323022787592 -0.030873237244753347 leaf_weight=123.49323673703475 4.6878013449604623 12.128214336757081 2.6713958296168121 leaf_count=1832 190 224 50 internal_value=0 0.00229172 -0.0175615 internal_weight=0 135.621 7.3592 internal_count=2296 2056 240 is_linear=0 shrinkage=0.0224292 Tree=4241 num_leaves=4 num_cat=0 split_feature=483 159 13 split_gain=5.25977 5.19105 1.44831 threshold=0.086625000000000021 0.091305000000000011 -0.0047449999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036149856832710958 -0.00967769907357394 -0.011762118044716366 -0.030451778317785186 leaf_weight=123.50428490441118 4.6794893905171193 12.110019766958429 2.6481503486575084 leaf_count=1832 190 224 50 internal_value=0 0.00224039 -0.0172449 internal_weight=0 135.614 7.32764 internal_count=2296 2056 240 is_linear=0 shrinkage=0.0224292 Tree=4242 num_leaves=4 num_cat=0 split_feature=483 159 2 split_gain=5.04573 4.96539 1.46835 threshold=0.086625000000000021 0.091305000000000011 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035335952468649439 -0.02476363495468353 -0.011515181367591196 -0.004006114535723043 leaf_weight=123.51540064769506 4.5331382632721207 12.092876508075276 2.7637017448432744 leaf_count=1832 192 224 48 internal_value=0 0.00219019 -0.0169326 internal_weight=0 135.608 7.29684 internal_count=2296 2056 240 is_linear=0 shrinkage=0.0224292 Tree=4243 num_leaves=4 num_cat=0 split_feature=483 159 12 split_gain=4.85154 4.74929 3.25114 threshold=0.086625000000000021 0.091305000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034540360294908483 0.011386916030677806 -0.011272504465666735 -0.024668991653663378 leaf_weight=123.52656865598692 1.6053119662683455 12.076738919655325 5.6407868623355162 leaf_count=1832 32 224 208 internal_value=0 0.0021411 -0.0166722 internal_weight=0 135.603 7.2461 internal_count=2296 2056 240 is_linear=0 shrinkage=0.0224292 Tree=4244 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.14164 10.6057 7.85543 threshold=0.077765000000000015 -0.083219999999999988 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019140008958150934 -0.019823125018168169 0.0019975293670207689 0.0040018330493137204 leaf_weight=20.349684666391113 7.5298440386541179 28.854585506473086 89.547419156733667 leaf_count=640 123 571 963 internal_value=0 -0.00674847 0.0021503 internal_weight=0 49.2043 97.0773 internal_count=2297 1211 1086 is_linear=0 shrinkage=0.0224292 Tree=4245 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=5.09256 6.83967 threshold=0.086470000000000005 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0091807938684567245 0.014750219351197545 0.0015431759618088859 leaf_weight=44.373496689484455 9.8272923585027439 91.755781697982457 leaf_count=1183 75 1039 internal_value=0 -0.00195327 internal_weight=0 136.129 internal_count=2297 2222 is_linear=0 shrinkage=0.0224292 Tree=4246 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.28979 11.1937 7.68643 threshold=0.077765000000000015 -0.059114999999999994 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002951927463737697 -0.00037850095502554512 0.00013117303148309236 7.7926289158433606e-05 leaf_weight=31.219652148429304 7.722290218807756 19.233476562891155 91.29850358486874 leaf_count=1079 123 132 963 internal_value=0 -0.000132668 4.2265e-05 internal_weight=0 50.4531 99.0208 internal_count=2297 1211 1086 is_linear=0 shrinkage=0.000439788 Tree=4247 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.0822 10.4554 7.6127 threshold=0.077765000000000015 -0.083219999999999988 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037198081116641708 -0.0003782981595615789 3.8733820110219417e-05 7.8328062035603216e-05 leaf_weight=20.309083272106363 7.637189495842903 29.211748036002973 90.927917118126061 leaf_count=640 123 571 963 internal_value=0 -0.000129784 4.28806e-05 internal_weight=0 49.5208 98.5651 internal_count=2297 1211 1086 is_linear=0 shrinkage=0.000439788 Tree=4248 num_leaves=4 num_cat=0 split_feature=12 3 474 split_gain=5.93708 6.83388 5.75063 threshold=0.080235000000000015 0.097665000000000016 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002047072614854803 -0.0066239127150182807 0.019896534831071348 0.02034873228524647 leaf_weight=62.155337819771376 64.002598240273073 5.2736549023538819 10.01288961409591 leaf_count=554 1623 25 78 internal_value=0 -0.00460012 0.00459102 internal_weight=0 69.2763 72.1682 internal_count=2280 1648 632 is_linear=0 shrinkage=0.0224292 Tree=4249 num_leaves=4 num_cat=0 split_feature=12 131 474 split_gain=6.53808 8.42562 5.38046 threshold=0.080235000000000015 0.081165000000000001 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6237448208109216e-05 -3.4222955163919332e-05 -0.00048314511461919584 0.00039129277229030094 leaf_weight=63.139714588061906 61.1637180204998 9.2997429238166642 10.127012003445996 leaf_count=554 1350 298 78 internal_value=0 -9.35864e-05 9.40209e-05 internal_weight=0 70.4635 73.2667 internal_count=2280 1648 632 is_linear=0 shrinkage=0.000439788 Tree=4250 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=6.4201 6.75267 4.728 threshold=0.080235000000000015 0.097665000000000016 0.081870000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020949904122065786 -0.00013108732100605759 0.00038490915733928267 -1.3650121661998699e-05 leaf_weight=35.256463935016654 65.264776312658796 5.2854952411726108 38.301944367471151 leaf_count=332 1623 25 300 internal_value=0 -9.23361e-05 9.33316e-05 internal_weight=0 70.5503 73.5584 internal_count=2280 1648 632 is_linear=0 shrinkage=0.000439788 Tree=4251 num_leaves=4 num_cat=0 split_feature=12 131 474 split_gain=5.70544 8.51989 5.5287 threshold=0.080235000000000015 0.081165000000000001 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020126349611334867 -0.0014393504527103018 -0.024672090811000271 0.019997385047587263 leaf_weight=62.158833672350738 59.986368745216168 9.1336976088350621 9.9614320705877599 leaf_count=554 1350 298 78 internal_value=0 -0.00451535 0.00450137 internal_weight=0 69.1201 72.1203 internal_count=2280 1648 632 is_linear=0 shrinkage=0.0224292 Tree=4252 num_leaves=4 num_cat=0 split_feature=475 1213 1429 split_gain=4.44023 7.37254 4.83441 threshold=-0.084049999999999986 -1.0000000180025095e-35 0.084690000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031774787855706858 -0.020639700739949404 0.0033175893398984329 0.0033297157102835633 leaf_weight=4.1550449840142383 6.7873263387882607 127.75803183238895 3.7371933801332489 leaf_count=105 365 1727 66 internal_value=0 0.00210627 -0.0151839 internal_weight=0 134.545 7.89224 internal_count=2263 2092 171 is_linear=0 shrinkage=0.0224292 Tree=4253 num_leaves=4 num_cat=0 split_feature=130 1 12 split_gain=4.43278 6.23893 6.04105 threshold=-0.0015749999999999998 0.089910000000000004 0.11512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028361283384291371 0.0031508552824262804 0.0066118262151018863 -0.022867793060534856 leaf_weight=5.8104152444284392 127.23552547080908 4.5730907861143351 4.6344390849117181 leaf_count=164 1947 51 101 internal_value=0 -0.0129746 0.00223328 internal_weight=0 10.3835 131.87 internal_count=2263 215 2048 is_linear=0 shrinkage=0.0224292 Tree=4254 num_leaves=4 num_cat=0 split_feature=130 1 12 split_gain=4.27432 6.0821 5.8023 threshold=-0.0015749999999999998 0.089910000000000004 0.11512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0282055578598015 0.0030802027814763166 0.006484104904856753 -0.022492946595327606 leaf_weight=5.7126630410784838 127.23519742951612 4.5591147805098444 4.6066301218233994 leaf_count=164 1947 51 101 internal_value=0 -0.0128251 0.00218353 internal_weight=0 10.2718 131.842 internal_count=2263 215 2048 is_linear=0 shrinkage=0.0224292 Tree=4255 num_leaves=3 num_cat=0 split_feature=1 12 split_gain=4.24853 6.70237 threshold=0.13604000000000002 0.10823500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5380967543528621e-05 0.00031888033925447126 -0.00039387473903786715 leaf_weight=127.79767899689614 8.6427648853859846 7.80742640729295 leaf_count=1965 133 165 internal_value=0 1.19039e-06 internal_weight=0 135.605 internal_count=2263 2130 is_linear=0 shrinkage=0.000439788 Tree=4256 num_leaves=4 num_cat=0 split_feature=128 4 0 split_gain=6.06587 5.40643 0.370352 threshold=0.086435000000000012 0.0063250000000000008 -0.084869999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023660540313614779 -0.032258666172560221 0.0066935638509237391 -0.019044227337997783 leaf_weight=77.406787022133358 1.8542708158202001 57.913933410629397 2.83913736641989 leaf_count=1502 53 597 107 internal_value=0 0.00151164 -0.0243745 internal_weight=0 135.321 4.69341 internal_count=2259 2099 160 is_linear=0 shrinkage=0.0224292 Tree=4257 num_leaves=4 num_cat=0 split_feature=128 4 0 split_gain=5.86126 5.17322 0.367794 threshold=0.086435000000000012 0.0063250000000000008 -0.084869999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023137790165668084 -0.032030481525126914 0.0065522933923022062 -0.018784166389040183 leaf_weight=77.38096383298398 1.8260494220448888 57.836910289974185 2.8144295987149226 leaf_count=1502 53 597 107 internal_value=0 0.00147891 -0.0241065 internal_weight=0 135.218 4.64048 internal_count=2259 2099 160 is_linear=0 shrinkage=0.0224292 Tree=4258 num_leaves=4 num_cat=0 split_feature=128 4 0 split_gain=5.66287 4.9499 0.359016 threshold=0.086435000000000012 0.0063250000000000008 -0.082039999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002262638714919617 -0.031521375343641973 0.0064137822667468883 -0.018423489353687605 leaf_weight=77.355828283820301 1.8589398012554736 57.761967221915256 2.7298659936059257 leaf_count=1502 59 597 101 internal_value=0 0.00144686 -0.0238381 internal_weight=0 135.118 4.58881 internal_count=2259 2099 160 is_linear=0 shrinkage=0.0224292 Tree=4259 num_leaves=4 num_cat=0 split_feature=128 4 0 split_gain=5.62157 5.0182 0.35332 threshold=0.086435000000000012 0.0063250000000000008 -0.081774999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7011874341204941e-05 -0.00061134122619169314 0.00012276638677142536 -0.00035914623712236246 leaf_weight=79.080134941264987 1.9100264928129034 58.61340521168313 2.7612547711178186 leaf_count=1502 62 597 98 internal_value=0 2.52664e-05 -0.000464334 internal_weight=0 137.694 4.67128 internal_count=2259 2099 160 is_linear=0 shrinkage=0.000439788 Tree=4260 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=4.01348 9.73207 4.89552 threshold=0.094405000000000003 -0.082084999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015364953854015231 0.0003203183560230422 -0.00017172093490608261 1.5768747150195864e-05 leaf_weight=26.499510046967771 13.409505113610065 53.945742478928878 42.58465036097914 leaf_count=418 218 1141 448 internal_value=0 -6.45295e-05 8.87867e-05 internal_weight=0 80.4453 55.9942 internal_count=2225 1559 666 is_linear=0 shrinkage=0.000439788 Tree=4261 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=4.32581 9.08268 5.01151 threshold=0.094405000000000003 -0.082084999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014096214316537971 0.00032192240135732274 -0.00017236338364648665 1.5758856253356346e-05 leaf_weight=26.685766286391299 13.604000868916044 54.225441310540191 42.92637091584038 leaf_count=418 218 1141 448 internal_value=0 -6.90149e-05 8.95207e-05 internal_weight=0 80.9112 56.5304 internal_count=2225 1559 666 is_linear=0 shrinkage=0.000439788 Tree=4262 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=3.44286 9.45747 4.6781 threshold=0.094405000000000003 -0.082084999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079741282803294997 0.015992769761866261 -0.0085435593832115173 0.00056918812873989536 leaf_weight=25.998244123009499 12.945652277499901 52.871682483382756 41.760739673045464 leaf_count=418 218 1141 448 internal_value=0 -0.00309815 0.00422331 internal_weight=0 78.8699 54.7064 internal_count=2225 1559 666 is_linear=0 shrinkage=0.0224292 Tree=4263 num_leaves=4 num_cat=0 split_feature=43 13 3 split_gain=3.87784 7.03742 6.92707 threshold=-0.074459999999999985 -0.095439999999999983 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001717264910316168 0.0087846117586395118 -0.0067400837716593675 0.015271046729077595 leaf_weight=31.732924153431668 19.141181159589905 62.942234373738756 19.468980837904382 leaf_count=637 223 1127 238 internal_value=0 -0.00311865 0.00474564 internal_weight=0 82.0834 51.2019 internal_count=2225 1350 875 is_linear=0 shrinkage=0.0224292 Tree=4264 num_leaves=4 num_cat=0 split_feature=401 123 2 split_gain=3.56025 4.42938 1.09092 threshold=0.087110000000000007 1.0000000180025095e-35 0.089070000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3137757958623791e-06 -0.00050534247574930235 0.00028085083684461625 -9.6085225911553759e-05 leaf_weight=124.27604450768558 3.2383640335174269 11.491767950938081 2.0715985769638792 leaf_count=1911 120 189 59 internal_value=0 1.98594e-05 -0.000346593 internal_weight=0 135.768 5.30996 internal_count=2279 2100 179 is_linear=0 shrinkage=0.000439788 Tree=4265 num_leaves=4 num_cat=0 split_feature=43 13 457 split_gain=6.50744 7.27705 6.08856 threshold=-0.078624999999999987 -0.084169999999999981 0.082380000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016880142380644317 -0.00011201005667774204 0.00023025249115444531 0.0001860078718794389 leaf_weight=11.523403008759486 77.032231798802968 37.751159253617516 15.997181284474207 leaf_count=247 1372 543 117 internal_value=0 0.0001369 -6.07357e-05 internal_weight=0 49.2746 93.0294 internal_count=2279 790 1489 is_linear=0 shrinkage=0.000439788 Tree=4266 num_leaves=4 num_cat=0 split_feature=43 13 457 split_gain=5.96719 7.24206 5.95261 threshold=-0.078624999999999987 -0.084169999999999981 0.082380000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089323969793119445 -0.00563954304102709 0.011608502729377747 0.0095476511798542711 leaf_weight=11.279068313451715 74.974158512195572 36.647271095222095 15.683473460609092 leaf_count=247 1372 543 117 internal_value=0 0.00677274 -0.00301075 internal_weight=0 47.9263 90.6576 internal_count=2279 790 1489 is_linear=0 shrinkage=0.0224292 Tree=4267 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=4.56856 4.08391 threshold=0.093235000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018539858928317246 -0.022279258472301645 -0.019146899981787487 leaf_weight=129.33389693232311 4.3225871194154015 4.8133088914473765 leaf_count=2042 38 199 internal_value=0 0.00109784 internal_weight=0 134.147 internal_count=2279 2241 is_linear=0 shrinkage=0.0224292 Tree=4268 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=4.87535 6.05317 threshold=0.089270000000000002 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020147095324919606 -0.00040312281392076733 -3.2620290221721963e-05 leaf_weight=26.471759493928403 5.6613439963839474 110.39478702544875 leaf_count=235 79 1899 internal_value=0 1.26778e-05 internal_weight=0 136.867 internal_count=2213 2134 is_linear=0 shrinkage=0.000439788 Tree=4269 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=4.77452 5.78687 threshold=0.089270000000000002 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030452136230134369 -0.020678569267306771 0.023518284982064284 leaf_weight=126.16872473874537 5.4742406419245517 5.3279136043274766 leaf_count=2112 79 22 internal_value=0 0.000663993 internal_weight=0 131.497 internal_count=2213 2134 is_linear=0 shrinkage=0.0224292 Tree=4270 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=4.57667 5.49698 threshold=0.089270000000000002 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0099828066058561971 -0.020275086242690987 -0.0016040535379541962 leaf_weight=25.552059045759961 5.4585151843784834 105.88802395413222 leaf_count=235 79 1899 internal_value=0 0.000649564 internal_weight=0 131.44 internal_count=2213 2134 is_linear=0 shrinkage=0.0224292 Tree=4271 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=4.38625 5.53652 threshold=0.089270000000000002 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030647503367258101 -0.019876071541892321 0.023140818364610311 leaf_weight=126.11256687398418 5.4437608312000512 5.2590872917789957 leaf_count=2112 79 22 internal_value=0 0.000635396 internal_weight=0 131.372 internal_count=2213 2134 is_linear=0 shrinkage=0.0224292 Tree=4272 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=5.63123 8.24154 4.83454 threshold=0.08826500000000001 -0.15291499999999997 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017356774719066022 7.324872827903521e-05 -0.00023651118773838187 -0.00028025991148872205 leaf_weight=12.345736006507648 80.292860879766522 40.636138750982354 8.2323843128833669 leaf_count=134 1039 985 101 internal_value=0 -0.000140927 4.03209e-05 internal_weight=0 52.9819 88.5252 internal_count=2259 1119 1140 is_linear=0 shrinkage=0.000439788 Tree=4273 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=5.17471 8.10212 4.66189 threshold=0.08826500000000001 -0.15291499999999997 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0089620802482833842 0.0035532836073017457 -0.011969974186849147 -0.014326679733918022 leaf_weight=12.132503915810956 78.690134730713908 39.697618482852704 8.0711267702426976 leaf_count=134 1039 985 101 internal_value=0 -0.00706866 0.00188718 internal_weight=0 51.8301 86.7613 internal_count=2259 1119 1140 is_linear=0 shrinkage=0.0224292 Tree=4274 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=4.96256 7.77475 4.46054 threshold=0.08826500000000001 -0.15291499999999997 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0087713550386050339 0.0034756482704138875 -0.011752630806111133 -0.01402495079065101 leaf_weight=12.118846476892939 78.644398363830987 39.527203179502976 8.0603777677461022 leaf_count=134 1039 985 101 internal_value=0 -0.00693518 0.001846 internal_weight=0 51.646 86.7048 internal_count=2259 1119 1140 is_linear=0 shrinkage=0.0224292 Tree=4275 num_leaves=4 num_cat=0 split_feature=2 16 48 split_gain=4.75871 7.45992 4.39068 threshold=0.08826500000000001 -0.15291499999999997 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008584424841999911 0.0033395881131645729 -0.011538073831493321 -0.01480204152388722 leaf_weight=12.105573344044386 79.337741920520784 39.361435840211925 7.3124511484347741 leaf_count=134 1085 985 55 internal_value=0 -0.00680363 0.00180568 internal_weight=0 51.467 86.6502 internal_count=2259 1119 1140 is_linear=0 shrinkage=0.0224292 Tree=4276 num_leaves=3 num_cat=0 split_feature=376 47 split_gain=5.02214 4.99439 threshold=0.048375000000000008 0.10699500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004722693675512306 0.016073996905116676 -0.015988324091801408 leaf_weight=116.59651072473207 9.4779549819650111 10.055010550888253 leaf_count=2015 125 129 internal_value=0 -0.000836769 internal_weight=0 126.652 internal_count=2269 2144 is_linear=0 shrinkage=0.0224292 Tree=4277 num_leaves=3 num_cat=0 split_feature=376 47 split_gain=4.84331 4.79504 threshold=0.048375000000000008 0.11893500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015971372261119144 0.015859054638955643 -0.020294078807037225 leaf_weight=120.58551768421603 9.3921838662354258 6.0364243714138857 leaf_count=2074 125 70 internal_value=0 -0.000818288 internal_weight=0 126.622 internal_count=2269 2144 is_linear=0 shrinkage=0.0224292 Tree=4278 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=4.99688 4.72629 threshold=0.048375000000000008 -0.51026999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038804607121237385 0.00031221010253403237 -3.3732859981944348e-05 leaf_weight=5.3417688190238541 9.6065597457345557 123.89399640151532 leaf_count=33 125 2111 internal_value=0 -1.62445e-05 internal_weight=0 129.236 internal_count=2269 2144 is_linear=0 shrinkage=0.000439788 Tree=4279 num_leaves=3 num_cat=0 split_feature=376 457 split_gain=5.0035 4.68263 threshold=0.048375000000000008 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.5203119966748212e-05 0.00031186126236472784 0.00016740186697246633 leaf_weight=107.49551751965191 9.5704436301020888 22.001584432669915 leaf_count=1978 125 166 internal_value=0 -1.73634e-05 internal_weight=0 129.497 internal_count=2269 2144 is_linear=0 shrinkage=0.000439788 Tree=4280 num_leaves=4 num_cat=0 split_feature=1213 15 12 split_gain=5.58089 5.71661 1.19299 threshold=-1.0000000180025095e-35 0.083995000000000014 0.08425500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014869065254655323 -0.00068047279775365556 0.011047795711986309 -0.024424472154377069 leaf_weight=1.4635771004250262 106.72393948551326 25.98125586862443 5.1931577131617814 leaf_count=39 1399 506 308 internal_value=0 0.00161697 -0.0194 internal_weight=0 132.705 6.65673 internal_count=2252 1905 347 is_linear=0 shrinkage=0.0224292 Tree=4281 num_leaves=4 num_cat=0 split_feature=1213 42 0 split_gain=5.61439 5.54657 1.19085 threshold=-1.0000000180025095e-35 -0.11377999999999998 -0.10583499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1326026778302291e-05 -0.0005118432354336113 4.6481110861097013e-05 -0.00047834416394407941 leaf_weight=1.481066634878516 3.5151824323838801 131.07243289009784 5.2234530458517829 leaf_count=27 93 1812 320 internal_value=0 3.18282e-05 -0.000379965 internal_weight=0 134.588 6.70452 internal_count=2252 1905 347 is_linear=0 shrinkage=0.000439788 Tree=4282 num_leaves=3 num_cat=0 split_feature=42 1213 split_gain=5.43974 5.61647 threshold=-0.11377999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026416259302575108 -0.019180911886904115 0.0023382307886545364 leaf_weight=3.6329070002539074 6.3845659913640693 129.35346825714805 leaf_count=122 318 1812 internal_value=0 0.0013235 internal_weight=0 135.738 internal_count=2252 2130 is_linear=0 shrinkage=0.0224292 Tree=4283 num_leaves=4 num_cat=0 split_feature=1213 475 12 split_gain=5.37629 6.06459 1.20282 threshold=-1.0000000180025095e-35 -0.08663499999999999 0.08425500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7167979287803287e-05 -0.00047771147621052421 4.5683788056416946e-05 -0.00047644964080032138 leaf_weight=1.4863443904905569 4.4068393738707519 131.55096234634402 5.149691865517525 leaf_count=39 104 1801 308 internal_value=0 2.86541e-05 -0.000376186 internal_weight=0 135.958 6.63604 internal_count=2252 1905 347 is_linear=0 shrinkage=0.000439788 Tree=4284 num_leaves=3 num_cat=0 split_feature=453 51 split_gain=4.43751 4.61742 threshold=0.084455000000000016 -0.40274499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021355951104559765 -0.020832085991986399 0.0021550103090208538 leaf_weight=4.329213336488464 4.6754702460020772 125.18560831490322 leaf_count=88 51 2117 internal_value=0 0.00136609 internal_weight=0 129.515 internal_count=2256 2205 is_linear=0 shrinkage=0.0224292 Tree=4285 num_leaves=4 num_cat=0 split_feature=1456 453 2 split_gain=4.54701 4.45442 0.924449 threshold=-1.0000000180025095e-35 0.084455000000000016 0.07788500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010217532336386996 4.3119828142030366e-05 -0.00039154488961204708 -0.00050835126186964293 leaf_weight=1.5465788256842632 128.17518648781697 4.7092305480036876 3.6935591006331379 leaf_count=44 1987 49 176 internal_value=0 2.76619e-05 -0.000389278 internal_weight=0 132.884 5.24014 internal_count=2256 2036 220 is_linear=0 shrinkage=0.000439788 Tree=4286 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=5.97505 4.85717 threshold=-1.0000000180025095e-35 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027559935407013625 -0.000671289200305401 0.010529713260702513 leaf_weight=3.6733456234651376 106.73052909891703 23.803440750867594 leaf_count=116 1911 229 internal_value=0 0.0013725 internal_weight=0 130.534 internal_count=2256 2140 is_linear=0 shrinkage=0.0224292 Tree=4287 num_leaves=4 num_cat=0 split_feature=1456 453 2 split_gain=4.32937 4.40373 0.920855 threshold=-1.0000000180025095e-35 0.084455000000000016 0.07788500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9587085341758e-05 4.1722688627980625e-05 -0.00039304706245344838 -0.00050740508880833877 leaf_weight=1.5408068187534798 126.1488417864166 4.6538501717150202 3.5761166287993547 leaf_count=44 1987 49 176 internal_value=0 2.61988e-05 -0.00038543 internal_weight=0 130.803 5.11692 internal_count=2256 2036 220 is_linear=0 shrinkage=0.000439788 Tree=4288 num_leaves=4 num_cat=0 split_feature=1447 453 13 split_gain=4.95613 5.34038 0.805599 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.077319999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011261730122249425 0.0020365211918201812 -0.021311379661753525 -0.029327184023389029 leaf_weight=2.2637868057354353 125.55677448958886 5.1106570342089972 2.8353503351972895 leaf_count=137 1987 53 77 internal_value=0 0.00112036 -0.0213789 internal_weight=0 130.667 5.09914 internal_count=2254 2040 214 is_linear=0 shrinkage=0.0224292 Tree=4289 num_leaves=4 num_cat=0 split_feature=158 453 15 split_gain=4.80232 5.09081 0.879229 threshold=0.09445000000000002 1.0000000180025095e-35 -0.070709999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019546428700418944 -0.0087434232716187919 -0.020844823903774422 -0.029243017987003957 leaf_weight=125.94102387376915 1.6455235829926094 5.1083068462321526 3.0124860863434142 leaf_count=2021 76 53 104 internal_value=0 0.00106301 -0.0220664 internal_weight=0 131.049 4.65801 internal_count=2254 2074 180 is_linear=0 shrinkage=0.0224292 Tree=4290 num_leaves=4 num_cat=0 split_feature=1447 453 13 split_gain=4.79168 4.89075 0.802773 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.077319999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011066003473057332 0.0019657129793531846 -0.020386873175079364 -0.029198469207161324 leaf_weight=2.2500070531968959 125.50724251231441 5.1063576408196232 2.7851843279495361 leaf_count=137 1987 53 77 internal_value=0 0.00108898 -0.0211683 internal_weight=0 130.614 5.03519 internal_count=2254 2040 214 is_linear=0 shrinkage=0.0224292 Tree=4291 num_leaves=4 num_cat=0 split_feature=1447 453 13 split_gain=4.88368 4.29713 0.769831 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.077319999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022451237625818022 3.6610508001811336e-05 -0.0003691156635649668 -0.00056652396642671978 leaf_weight=2.3670971915707923 129.99929853786307 5.2338819305878124 2.8396261784801018 leaf_count=137 1987 53 77 internal_value=0 2.08579e-05 -0.000412426 internal_weight=0 135.233 5.20672 internal_count=2254 2040 214 is_linear=0 shrinkage=0.000439788 Tree=4292 num_leaves=4 num_cat=0 split_feature=160 483 16 split_gain=5.04193 5.16993 0.0326452 threshold=-0.25833999999999996 0.086625000000000021 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026666538303910688 0.0022062113884231448 -0.017921910992087696 -0.021452490687874221 leaf_weight=2.045005306325038 129.74537870142376 6.7346716728789024 1.9743383589084249 leaf_count=80 1885 237 116 internal_value=0 0.00121061 -0.0242189 internal_weight=0 136.48 4.01934 internal_count=2318 2122 196 is_linear=0 shrinkage=0.0224292 Tree=4293 num_leaves=4 num_cat=0 split_feature=160 483 16 split_gain=4.90293 4.96197 0.032512 threshold=-0.25833999999999996 0.086625000000000021 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026574299416462121 0.0021568053045786261 -0.017608539682277713 -0.021330039438208975 leaf_weight=2.0065760707220766 129.74120685414528 6.701504219803609 1.9416153631173063 leaf_count=80 1885 237 116 internal_value=0 0.00118369 -0.0241104 internal_weight=0 136.443 3.94819 internal_count=2318 2122 196 is_linear=0 shrinkage=0.0224292 Tree=4294 num_leaves=4 num_cat=0 split_feature=160 483 16 split_gain=4.97132 4.61041 0.0357239 threshold=-0.25833999999999996 0.086625000000000021 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052048910559424424 4.0410107345315079e-05 -0.00032822726649564955 -0.00041619898560671663 leaf_weight=2.0337986672966508 133.28394659109472 6.8825965237192568 2.017896582838147 leaf_count=80 1885 237 116 internal_value=0 2.22667e-05 -0.000470744 internal_weight=0 140.167 4.0517 internal_count=2318 2122 196 is_linear=0 shrinkage=0.000439788 Tree=4295 num_leaves=4 num_cat=0 split_feature=160 483 16 split_gain=4.90278 4.73815 0.034604 threshold=-0.25833999999999996 0.086625000000000021 -0.062394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005197077823000185 4.1133613934810508e-05 -0.00033440326474142658 -0.0004157420130379039 leaf_weight=2.0139678439736604 131.98827536180033 6.815599699431913 1.9808225384913374 leaf_count=80 1885 237 116 internal_value=0 2.26504e-05 -0.000470379 internal_weight=0 138.804 3.99479 internal_count=2318 2122 196 is_linear=0 shrinkage=0.000439788 Tree=4296 num_leaves=4 num_cat=0 split_feature=484 150 156 split_gain=4.64467 4.96042 4.34605 threshold=-0.0048499999999999993 0.094605000000000009 0.091015000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041941381358756526 6.1214153885936451e-05 0.00032779294746968174 -0.00026300401017560938 leaf_weight=8.2448568386753305 125.39509750230354 2.1542406994849435 8.5224957828031602 leaf_count=344 1739 12 178 internal_value=0 -0.000264308 4.05464e-05 internal_weight=0 10.3991 133.918 internal_count=2273 356 1917 is_linear=0 shrinkage=0.000439788 Tree=4297 num_leaves=4 num_cat=0 split_feature=484 150 156 split_gain=4.08222 4.71833 4.34423 threshold=-0.0048499999999999993 0.094605000000000009 0.091015000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02096649167179802 0.0029877904822344834 0.016768809242530169 -0.013797747703763215 leaf_weight=7.8382865776075032 122.29098514990619 2.1003533471375704 8.2629793610976758 leaf_count=344 1739 12 178 internal_value=0 -0.012975 0.00192354 internal_weight=0 9.93864 130.554 internal_count=2273 356 1917 is_linear=0 shrinkage=0.0224292 Tree=4298 num_leaves=4 num_cat=0 split_feature=484 150 52 split_gain=3.93581 4.56028 4.1709 threshold=-0.0048499999999999993 0.094605000000000009 -0.53299999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020730265579269588 -0.023988180330030029 0.016527980107348413 0.0025018219280989302 leaf_weight=7.7510060923959809 3.0429788703913792 2.0836305189877748 127.47807180608652 leaf_count=344 127 12 1790 internal_value=0 -0.0128198 0.00188081 internal_weight=0 9.83464 130.521 internal_count=2273 356 1917 is_linear=0 shrinkage=0.0224292 Tree=4299 num_leaves=4 num_cat=0 split_feature=1 51 150 split_gain=3.76009 6.13176 2.79051 threshold=0.10384000000000002 -0.10593999999999999 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02691860757346037 0.0034989596648277482 -0.00038379303377086133 0.017818111109315745 leaf_weight=4.58201008895412 35.502476340683643 91.628662861017801 8.4678802572889236 leaf_count=159 388 1600 126 internal_value=0 -0.0016526 0.0062631 internal_weight=0 96.2107 43.9704 internal_count=2273 1759 514 is_linear=0 shrinkage=0.0224292 Tree=4300 num_leaves=4 num_cat=0 split_feature=1456 11 52 split_gain=6.52314 4.7254 0.0113009 threshold=-1.0000000180025095e-35 0.089270000000000002 -0.12005499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055430465714475391 4.8783784532177792e-05 -0.00036812912953618909 -0.00047103441859712951 leaf_weight=1.4400791995576581 134.33406704242225 5.4533865395496823 3.1485660618200191 leaf_count=55 2009 77 161 internal_value=0 3.24711e-05 -0.000499356 internal_weight=0 139.787 4.58865 internal_count=2302 2086 216 is_linear=0 shrinkage=0.000439788 Tree=4301 num_leaves=4 num_cat=0 split_feature=1456 11 2 split_gain=6.25034 4.88221 0.0121286 threshold=-1.0000000180025095e-35 0.089270000000000002 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023849391323218484 0.0025329807063985237 -0.019311280958171091 -0.028114892845997323 leaf_weight=2.8303906203800571 130.88250932691153 5.3388871287897919 1.5538691348774589 leaf_count=160 2009 77 56 internal_value=0 0.00167426 -0.0254765 internal_weight=0 136.221 4.38426 internal_count=2302 2086 216 is_linear=0 shrinkage=0.0224292 Tree=4302 num_leaves=4 num_cat=0 split_feature=1456 11 2 split_gain=6.25445 4.40356 0.0118419 threshold=-1.0000000180025095e-35 0.089270000000000002 0.096525000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046894459946250237 4.5139484932378605e-05 -0.00035892700137329773 -0.0005532380952370954 leaf_weight=3.0212378992582662 133.55602232980891 5.409605024236952 1.442443548075971 leaf_count=164 2009 77 52 internal_value=0 2.9363e-05 -0.000498424 internal_weight=0 138.966 4.46368 internal_count=2302 2086 216 is_linear=0 shrinkage=0.000439788 Tree=4303 num_leaves=4 num_cat=0 split_feature=1456 11 2 split_gain=6.31752 4.48876 0.0118226 threshold=-1.0000000180025095e-35 0.089270000000000002 0.096525000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046891995233518867 4.8341125992480185e-05 -0.00035845381669958736 -0.00055324928697510342 leaf_weight=3.0194528067804631 133.25564071931876 5.4424530419055364 1.4396530667581826 leaf_count=164 2009 77 52 internal_value=0 3.23315e-05 -0.000498389 internal_weight=0 138.698 4.45911 internal_count=2302 2086 216 is_linear=0 shrinkage=0.000439788 Tree=4304 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.28697 7.7744 5.62313 threshold=0.16180500000000003 0.13584000000000004 -0.15249499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9736856205369745e-05 0.00026405507267978007 0.00054435466788471188 -0.0005204937519312097 leaf_weight=124.26798834610963 2.3047127118334174 4.8932688880013293 7.4152668556343979 leaf_count=1959 13 31 252 internal_value=0 1.71101e-06 -0.000334316 internal_weight=0 129.161 9.71998 internal_count=2255 1990 265 is_linear=0 shrinkage=0.000439788 Tree=4305 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.16575 7.8431 5.76471 threshold=0.16180500000000003 0.13584000000000004 -0.15249499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00098928633576230774 0.013847575453098948 0.028107326567139507 -0.026807826252418589 leaf_weight=122.09892033605138 2.3015054306015372 4.8263074937276533 7.2303565748952661 leaf_count=1959 13 31 252 internal_value=0 0.000121167 -0.0169834 internal_weight=0 126.925 9.53186 internal_count=2255 1990 265 is_linear=0 shrinkage=0.0224292 Tree=4306 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=4.95701 7.32211 5.65649 threshold=0.16180500000000003 0.13584000000000004 -0.15249499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7846849765511468e-05 0.00027241206138793199 0.00053217130920623051 -0.00051396848938153623 leaf_weight=124.93590413725178 2.3197969156317413 4.8444523402722544 7.2987701984238793 leaf_count=1959 13 31 252 internal_value=0 2.75953e-06 -0.000324146 internal_weight=0 129.78 9.61857 internal_count=2255 1990 265 is_linear=0 shrinkage=0.000439788 Tree=4307 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.34826 7.49288 5.32547 threshold=0.16180500000000003 0.13584000000000004 -0.15249499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8335728220312519e-05 0.00024701334003459778 0.00053722476840791498 -0.00051539032143291274 leaf_weight=125.68576128217683 2.3104923572391272 4.8585124544333658 7.449703614736789 leaf_count=1959 13 31 252 internal_value=0 2.41629e-06 -0.00033478 internal_weight=0 130.544 9.7602 internal_count=2255 1990 265 is_linear=0 shrinkage=0.000439788 Tree=4308 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=5.20492 6.28644 3.89033 threshold=0.043130000000000009 -0.12851999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7542439774925591e-05 -8.6645009539237108e-06 -0.00010415048698080828 0.0003737210736897445 leaf_weight=47.934968935092911 9.0674586333334464 79.324427437823033 11.877326664282007 leaf_count=339 96 1774 92 internal_value=0 -2.81753e-05 0.000208321 internal_weight=0 127.259 20.9448 internal_count=2301 2113 188 is_linear=0 shrinkage=0.000439788 Tree=4309 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=4.82417 5.52182 3.83824 threshold=0.043130000000000009 -0.12851999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046977951255463115 -0.00071411523458920611 -0.0050494252747169286 0.018862772790087634 leaf_weight=47.037215982316411 8.8876696815714258 77.198474955417623 11.608861547312697 leaf_count=339 96 1774 92 internal_value=0 -0.00135885 0.0103811 internal_weight=0 124.236 20.4965 internal_count=2301 2113 188 is_linear=0 shrinkage=0.0224292 Tree=4310 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=4.77623 5.80766 3.79379 threshold=0.043130000000000009 -0.12851999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5316514115625513e-05 -1.2724879553940484e-05 -9.9372687040187013e-05 0.00036682342187756414 leaf_weight=47.55943433009088 9.0080272941850144 78.562592220245278 11.698897172231225 leaf_count=339 96 1774 92 internal_value=0 -2.59539e-05 0.000201851 internal_weight=0 126.122 20.7069 internal_count=2301 2113 188 is_linear=0 shrinkage=0.000439788 Tree=4311 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=4.6308 5.28826 3.71414 threshold=0.043130000000000009 -0.12851999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046010373278877652 -0.00069686905420231486 -0.0049419893635042553 0.018593933367495517 leaf_weight=46.992393234337214 8.8898890735581535 77.140856369391258 11.513827643939292 leaf_count=339 96 1774 92 internal_value=0 -0.00132919 0.0101961 internal_weight=0 124.133 20.4037 internal_count=2301 2113 188 is_linear=0 shrinkage=0.0224292 Tree=4312 num_leaves=4 num_cat=0 split_feature=42 3 4 split_gain=5.56491 5.27846 4.50291 threshold=-1.0000000180025095e-35 0.0063150000000000003 -0.48249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01607325732400525 -0.016027683863189684 0.010898866647465883 0.0033584256061856333 leaf_weight=16.735468579579905 6.3684941912069908 4.6521663968451312 106.99548108631279 leaf_count=604 120 24 1535 internal_value=0 -0.0102019 0.00226685 internal_weight=0 21.3876 113.364 internal_count=2283 628 1655 is_linear=0 shrinkage=0.0224292 Tree=4313 num_leaves=4 num_cat=0 split_feature=42 51 4 split_gain=5.34393 5.18599 4.31859 threshold=-1.0000000180025095e-35 -0.035439999999999992 -0.48249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057077623848526531 -0.01574360753624859 -0.01781440855399162 0.0032836495936833486 leaf_weight=7.0367368709266911 6.3386752572841933 14.226925667884641 106.97816562563821 leaf_count=95 120 533 1535 internal_value=0 -0.0100321 0.00221684 internal_weight=0 21.2637 113.317 internal_count=2283 628 1655 is_linear=0 shrinkage=0.0224292 Tree=4314 num_leaves=4 num_cat=0 split_feature=42 51 4 split_gain=5.19812 5.48993 4.03937 threshold=-1.0000000180025095e-35 -0.035439999999999992 -0.48249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012148771703792556 -0.000295423410676913 -0.00034598960250338876 5.9877234431326981e-05 leaf_weight=7.2128062703268396 6.5390454879961899 14.818505246556013 109.96116794078262 leaf_count=95 120 533 1535 internal_value=0 -0.00019297 3.98894e-05 internal_weight=0 22.0313 116.5 internal_count=2283 628 1655 is_linear=0 shrinkage=0.000439788 Tree=4315 num_leaves=4 num_cat=0 split_feature=42 51 4 split_gain=5.1309 5.01327 4.13606 threshold=-1.0000000180025095e-35 -0.035439999999999992 -0.48249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055956438182543731 -0.01544888453677791 -0.017566690724533381 0.0032060984090675781 leaf_weight=7.0325039917370331 6.3138761539012185 14.114102402643764 107.01839034096338 leaf_count=95 120 533 1535 internal_value=0 -0.00986574 0.00216438 internal_weight=0 21.1466 113.332 internal_count=2283 628 1655 is_linear=0 shrinkage=0.0224292 Tree=4316 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=6.38054 5.48442 threshold=-1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051467037772009083 -0.00015508586591377104 2.9256272766741935e-05 leaf_weight=4.1515972301713182 48.971979100111639 86.019173379652784 leaf_count=67 1054 1175 internal_value=0 -3.76317e-05 internal_weight=0 134.991 internal_count=2296 2229 is_linear=0 shrinkage=0.000439788 Tree=4317 num_leaves=3 num_cat=0 split_feature=9 1 split_gain=5.96165 6.03507 threshold=-1.0000000180025095e-35 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026284714065026419 -0.0039580198869167285 0.0090745289357770757 leaf_weight=3.8855517913470967 109.9095413308969 21.327724482456688 leaf_count=67 1973 256 internal_value=0 -0.00183905 internal_weight=0 131.237 internal_count=2296 2229 is_linear=0 shrinkage=0.0224292 Tree=4318 num_leaves=4 num_cat=0 split_feature=1 51 3 split_gain=6.8522 6.31807 3.73968 threshold=0.11588000000000001 0.10736500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0745550469359755e-05 0.00032306373177424803 -0.00056565319321018976 -5.7304989481248685e-05 leaf_weight=112.21248147655569 15.594085254298991 4.598800083193054 7.3466077296761787 leaf_count=1869 184 132 111 internal_value=0 -6.15e-05 0.000201307 internal_weight=0 116.811 22.9407 internal_count=2296 2001 295 is_linear=0 shrinkage=0.000439788 Tree=4319 num_leaves=3 num_cat=0 split_feature=9 1 split_gain=6.32537 6.35861 threshold=-1.0000000180025095e-35 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051549830715237437 -7.8874622288929659e-05 0.0001803157519968976 leaf_weight=4.1173113026889032 112.37941196614702 21.850042885984294 leaf_count=67 1973 256 internal_value=0 -3.66636e-05 internal_weight=0 134.229 internal_count=2296 2229 is_linear=0 shrinkage=0.000439788 Tree=4320 num_leaves=3 num_cat=0 split_feature=150 1447 split_gain=5.69049 5.5813 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025387511908741521 -0.024679695910247934 0.00057025537322976175 leaf_weight=4.4690941777080289 4.5394501914706771 129.84039768956427 leaf_count=22 215 2024 internal_value=0 -0.000286091 internal_weight=0 134.38 internal_count=2261 2239 is_linear=0 shrinkage=0.0224292 Tree=4321 num_leaves=3 num_cat=0 split_feature=150 1447 split_gain=5.48856 5.41478 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025041104698147573 -0.024490562883477712 0.00055746911939340337 leaf_weight=4.4300019396468988 4.4728069603443137 129.83988337600022 leaf_count=22 215 2024 internal_value=0 -0.000280028 internal_weight=0 134.313 internal_count=2261 2239 is_linear=0 shrinkage=0.0224292 Tree=4322 num_leaves=3 num_cat=0 split_feature=150 1447 split_gain=5.29298 5.25259 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024695733686776862 -0.024299865613570087 0.00054496946758175724 leaf_weight=4.3919059559702864 4.4076869654963948 129.83939007901063 leaf_count=22 215 2024 internal_value=0 -0.000274091 internal_weight=0 134.247 internal_count=2261 2239 is_linear=0 shrinkage=0.0224292 Tree=4323 num_leaves=3 num_cat=0 split_feature=150 1447 split_gain=4.94648 5.21706 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046774378969816966 -0.00047042348395912541 1.2163009268938436e-05 leaf_weight=4.4261713419109574 4.4606096402276298 132.06140960021003 leaf_count=22 215 2024 internal_value=0 -3.6682e-06 internal_weight=0 136.522 internal_count=2261 2239 is_linear=0 shrinkage=0.000439788 Tree=4324 num_leaves=3 num_cat=0 split_feature=150 41 split_gain=5.45263 4.4015 threshold=-0.22665999999999997 0.088180000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046788845293329397 1.6701113209727977e-05 -0.000432487449891345 leaf_weight=5.0303904674947253 135.18559117839322 4.3360211001709095 leaf_count=22 2213 69 internal_value=0 2.68407e-06 internal_weight=0 139.522 internal_count=2304 2282 is_linear=0 shrinkage=0.000439788 Tree=4325 num_leaves=3 num_cat=0 split_feature=150 41 split_gain=5.46771 4.48838 threshold=-0.22665999999999997 0.088180000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047011299083201725 1.6969853809475167e-05 -0.00043634170921116438 leaf_weight=4.9973703492432824 134.81348225274996 4.3421338483458376 leaf_count=22 2213 69 internal_value=0 2.76706e-06 internal_weight=0 139.156 internal_count=2304 2282 is_linear=0 shrinkage=0.000439788 Tree=4326 num_leaves=3 num_cat=0 split_feature=150 41 split_gain=5.45086 4.48501 threshold=-0.22665999999999997 0.088180000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024153354588728363 0.00091434668193837417 -0.022373528824065365 leaf_weight=4.9254472162574521 131.92193539527216 4.2767321076244107 leaf_count=22 2213 69 internal_value=0 0.000180058 internal_weight=0 136.199 internal_count=2304 2282 is_linear=0 shrinkage=0.0224292 Tree=4327 num_leaves=3 num_cat=0 split_feature=150 41 split_gain=5.28775 4.33798 threshold=-0.22665999999999997 0.088180000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046668973320474204 1.8094187093247409e-05 -0.00043055470687742805 leaf_weight=4.9325422775000325 134.29095457680523 4.2827511953655621 leaf_count=22 2213 69 internal_value=0 4.17087e-06 internal_weight=0 138.574 internal_count=2304 2282 is_linear=0 shrinkage=0.000439788 Tree=4328 num_leaves=3 num_cat=0 split_feature=52 12 split_gain=5.85615 4.74945 threshold=-0.5138299999999999 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047935910828191377 5.7925887566818556e-05 -0.00036042099956548146 leaf_weight=4.3003264841099726 128.84735447679122 5.4527468492742619 leaf_count=168 1980 101 internal_value=0 4.08917e-05 internal_weight=0 134.3 internal_count=2249 2081 is_linear=0 shrinkage=0.000439788 Tree=4329 num_leaves=3 num_cat=0 split_feature=52 12 split_gain=5.51967 4.78491 threshold=-0.5138299999999999 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024356291641316509 0.0029803905832607772 -0.018685931672776178 leaf_weight=4.0705720908881622 126.45241681204061 5.3255998960230491 leaf_count=168 1980 101 internal_value=0 0.0021022 internal_weight=0 131.778 internal_count=2249 2081 is_linear=0 shrinkage=0.0224292 Tree=4330 num_leaves=3 num_cat=0 split_feature=52 12 split_gain=5.56356 4.53854 threshold=-0.5138299999999999 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047761574485649932 5.4973294808905969e-05 -0.00035449794622883688 leaf_weight=4.147523085208376 129.16676883788023 5.4377181893214575 leaf_count=168 1980 101 internal_value=0 3.83837e-05 internal_weight=0 134.604 internal_count=2249 2081 is_linear=0 shrinkage=0.000439788 Tree=4331 num_leaves=3 num_cat=0 split_feature=52 456 split_gain=5.27661 4.72997 threshold=-0.5138299999999999 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047971448163556125 2.674872315096304e-05 -0.00034912338295710441 leaf_weight=4.4153463052352881 128.53407838052954 6.7997845024801782 leaf_count=168 1961 120 internal_value=0 7.81663e-06 internal_weight=0 135.334 internal_count=2249 2081 is_linear=0 shrinkage=0.000439788 Tree=4332 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=4.77195 4.12289 threshold=0.25682500000000003 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001416124313551644 0.00045639442458701734 -3.6366603237606843e-05 leaf_weight=33.631192195840413 4.7451412308728314 99.920060809308779 leaf_count=540 103 1615 internal_value=0 8.46633e-06 internal_weight=0 133.551 internal_count=2258 2155 is_linear=0 shrinkage=0.000439788 Tree=4333 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=4.66437 4.25999 threshold=0.25682500000000003 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1172007642226129e-05 0.0004561172331755202 0.0002125044218365966 leaf_weight=116.35194962556125 4.6541207238333291 17.318176822504029 leaf_count=1897 103 258 internal_value=0 9.12891e-06 internal_weight=0 133.67 internal_count=2258 2155 is_linear=0 shrinkage=0.000439788 Tree=4334 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=4.77714 4.14507 threshold=0.25682500000000003 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013946061356342646 0.00045603032113979239 -3.8630735594323546e-05 leaf_weight=33.779242720265756 4.7097054693149394 100.24591654554388 leaf_count=540 103 1615 internal_value=0 6.26827e-06 internal_weight=0 134.025 internal_count=2258 2155 is_linear=0 shrinkage=0.000439788 Tree=4335 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=4.80437 4.32111 threshold=0.25682500000000003 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014421956270022177 0.00045602249066124741 -3.7393578576815953e-05 leaf_weight=33.867318003074615 4.7848648712970308 100.43786996458948 leaf_count=540 103 1615 internal_value=0 8.41722e-06 internal_weight=0 134.305 internal_count=2258 2155 is_linear=0 shrinkage=0.000439788 Tree=4336 num_leaves=4 num_cat=0 split_feature=131 48 1 split_gain=6.17133 3.26238 2.52252 threshold=0.092225000000000015 0.084260000000000015 0.11918000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4354440379328823e-05 -0.0005484967109203432 0.00012273940751734975 2.025470940894198e-05 leaf_weight=91.559994783849106 5.341713893285486 42.770971993479179 2.096900966251269 leaf_count=1653 205 398 45 internal_value=0 2.2491e-05 -0.000388528 internal_weight=0 134.331 7.43861 internal_count=2301 2051 250 is_linear=0 shrinkage=0.000439788 Tree=4337 num_leaves=4 num_cat=0 split_feature=131 48 15 split_gain=6.18989 3.39695 2.53218 threshold=0.092225000000000015 0.084260000000000015 -0.10981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7088533371389948e-05 9.7420814190487978e-05 0.00012274435768860922 -0.00052223659834876347 leaf_weight=91.981865776862833 1.6189231661846859 42.900193295208737 5.9005578712676643 leaf_count=1653 43 398 207 internal_value=0 2.05775e-05 -0.000388917 internal_weight=0 134.882 7.51948 internal_count=2301 2051 250 is_linear=0 shrinkage=0.000439788 Tree=4338 num_leaves=4 num_cat=0 split_feature=131 14 15 split_gain=6.15203 3.38635 2.42031 threshold=0.092225000000000015 -0.10708499999999999 -0.10981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01319999782102259 0.0046949684182593125 0.0020419443658684887 -0.026788460520351748 leaf_weight=7.7733094044961026 1.5577443203656001 124.38272712315666 5.7012701438216018 leaf_count=82 43 1969 207 internal_value=0 0.00114365 -0.0200377 internal_weight=0 132.156 7.25901 internal_count=2301 2051 250 is_linear=0 shrinkage=0.0224292 Tree=4339 num_leaves=4 num_cat=0 split_feature=131 48 15 split_gain=5.94999 3.0092 2.36465 threshold=0.092225000000000015 0.084260000000000015 -0.10981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011979462461598508 0.0045986202618983176 0.0060624890388502276 -0.026592110804798095 leaf_weight=90.02496336933109 1.555140297161415 42.147875909315189 5.6156589781749053 leaf_count=1653 43 398 207 internal_value=0 0.00111784 -0.0198335 internal_weight=0 132.173 7.1708 internal_count=2301 2051 250 is_linear=0 shrinkage=0.0224292 Tree=4340 num_leaves=4 num_cat=0 split_feature=0 157 43 split_gain=3.7357 5.34451 2.29253 threshold=-0.0013399999999999998 -0.077234999999999984 -0.057539999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018229001543813305 0.0003213605451738804 -7.4967954329663487e-05 4.8392914854132364e-05 leaf_weight=18.551815025777614 9.6028615791583452 98.262158861092757 15.619220399879849 leaf_count=255 86 1803 166 internal_value=0 -3.40884e-05 0.000152485 internal_weight=0 116.814 25.2221 internal_count=2310 2058 252 is_linear=0 shrinkage=0.000439788 Tree=4341 num_leaves=4 num_cat=0 split_feature=0 157 13 split_gain=3.82123 5.2928 2.32718 threshold=-0.0013399999999999998 -0.077234999999999984 0.11391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018047588562996231 6.7369360544926703e-05 -7.4819214603492085e-05 0.00035885394622324284 leaf_weight=18.657716750196414 17.879654094576839 98.766911347600399 7.5165378581732503 leaf_count=255 215 1803 37 internal_value=0 -3.42324e-05 0.000153845 internal_weight=0 117.425 25.3962 internal_count=2310 2058 252 is_linear=0 shrinkage=0.000439788 Tree=4342 num_leaves=4 num_cat=0 split_feature=0 15 13 split_gain=3.60278 5.63313 2.26166 threshold=-0.0013399999999999998 -0.0064449999999999985 0.11391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005911860714385017 0.0032335374692752617 0.0041653715676383211 0.018016580062362505 leaf_weight=67.82369192992337 17.486059758928608 47.387627639283892 7.4014247350860378 leaf_count=1127 215 931 37 internal_value=0 -0.00176699 0.00764039 internal_weight=0 115.211 24.8875 internal_count=2310 2058 252 is_linear=0 shrinkage=0.0224292 Tree=4343 num_leaves=4 num_cat=0 split_feature=157 13 4 split_gain=3.52016 7.61503 5.52131 threshold=-0.077234999999999984 -0.021674999999999996 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0114327577064488 0.0065274336573743364 0.017901112002518878 -0.0044307974997725968 leaf_weight=6.5341969009023186 31.316195142528159 13.881565804593263 88.328733082336839 leaf_count=182 506 113 1509 internal_value=0 0.00851071 -0.00156198 internal_weight=0 20.4158 119.645 internal_count=2310 295 2015 is_linear=0 shrinkage=0.0224292 Tree=4344 num_leaves=4 num_cat=0 split_feature=0 43 4 split_gain=5.80623 10.3738 3.69981 threshold=-0.0013399999999999998 -0.24870499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.032694445237347408 -0.0038731120533623169 -0.0028225754811937336 0.013896740613609826 leaf_weight=6.1818767262157044 9.290489374194296 102.99592145453789 16.073280235170387 leaf_count=100 107 1949 153 internal_value=0 -0.0045194 0.00738981 internal_weight=0 109.178 25.3638 internal_count=2309 2049 260 is_linear=0 shrinkage=0.0224292 Tree=4345 num_leaves=4 num_cat=0 split_feature=0 43 4 split_gain=5.57803 10.0902 3.66469 threshold=-0.0013399999999999998 -0.24870499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062851045453857918 -7.4705024801579583e-05 -5.1663548065155681e-05 0.0002692754640938878 leaf_weight=6.1928781981114289 9.4489338244311529 105.10991951932374 16.31472392717842 leaf_count=100 107 1949 153 internal_value=0 -8.38615e-05 0.000143157 internal_weight=0 111.303 25.7637 internal_count=2309 2049 260 is_linear=0 shrinkage=0.000439788 Tree=4346 num_leaves=4 num_cat=0 split_feature=0 43 4 split_gain=5.57244 10.1787 3.73075 threshold=-0.0013399999999999998 -0.24870499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062728432761118068 -7.5929946837935853e-05 -5.0018031716585156e-05 0.00027121525853803798 leaf_weight=6.2393693150952449 9.4256713078357297 105.5447083866311 16.364244428812526 leaf_count=100 107 1949 153 internal_value=0 -8.23405e-05 0.000144379 internal_weight=0 111.784 25.7899 internal_count=2309 2049 260 is_linear=0 shrinkage=0.000439788 Tree=4347 num_leaves=4 num_cat=0 split_feature=0 43 4 split_gain=5.62768 10.0822 3.74791 threshold=-0.0013399999999999998 -0.24870499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063012206397474206 -7.8698093124874902e-05 -5.4265656969957741e-05 0.00027020333593580955 leaf_weight=6.2109526664717114 9.3995726942084747 104.93302664226212 16.196527507272549 leaf_count=100 107 1949 153 internal_value=0 -8.65484e-05 0.000142114 internal_weight=0 111.144 25.5961 internal_count=2309 2049 260 is_linear=0 shrinkage=0.000439788 Tree=4348 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=5.55351 7.55497 6.33233 threshold=0.096175000000000024 -0.061684999999999997 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.4220797225619414e-05 -0.00037716204814744464 0.00020529638693806877 -0.00042710876370238697 leaf_weight=115.01324526427197 13.872870422666894 6.2281453665345898 5.069801579709746 leaf_count=1830 191 46 197 internal_value=0 -0.000196668 5.29906e-05 internal_weight=0 20.101 120.083 internal_count=2264 237 2027 is_linear=0 shrinkage=0.000439788 Tree=4349 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=6.09149 7.02165 6.32546 threshold=0.096175000000000024 -0.061684999999999997 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040626089812286284 -0.019499141134349054 0.0096299727060255996 -0.022009265991993529 leaf_weight=110.97186577557295 13.551597104291433 5.9914231449365607 4.8687187520918078 leaf_count=1830 191 46 197 internal_value=0 -0.0105682 0.00296338 internal_weight=0 19.543 115.841 internal_count=2264 237 2027 is_linear=0 shrinkage=0.0224292 Tree=4350 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=5.84001 6.74434 6.10316 threshold=0.096175000000000024 -0.061684999999999997 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039716179426174721 -0.019155611317524506 0.0094401916995495161 -0.021792538243231283 leaf_weight=110.96870323864277 13.486313396890184 5.9753552172332993 4.807733235989871 leaf_count=1830 191 46 197 internal_value=0 -0.0103751 0.00289832 internal_weight=0 19.4617 115.776 internal_count=2264 237 2027 is_linear=0 shrinkage=0.0224292 Tree=4351 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=5.59845 6.47714 5.88816 threshold=0.096175000000000024 -0.061684999999999997 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038826472041820002 -0.018815728142093334 0.009253538231501825 -0.021574366637963711 leaf_weight=110.96604523454153 13.423044593713714 5.9597226576879612 4.7482956840613033 leaf_count=1830 191 46 197 internal_value=0 -0.0101845 0.00283464 internal_weight=0 19.3828 115.714 internal_count=2264 237 2027 is_linear=0 shrinkage=0.0224292 Tree=4352 num_leaves=3 num_cat=0 split_feature=9 51 split_gain=6.01109 5.28981 threshold=-1.0000000180025095e-35 -0.10593999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051024675970638591 -0.00033627118838406753 3.8548250493860112e-06 leaf_weight=4.2455672017531461 9.493226077538564 125.8686017801374 leaf_count=72 226 1997 internal_value=0 -2.0043e-05 internal_weight=0 135.362 internal_count=2295 2223 is_linear=0 shrinkage=0.000439788 Tree=4353 num_leaves=3 num_cat=0 split_feature=9 51 split_gain=6.04317 5.55548 threshold=-1.0000000180025095e-35 -0.10593999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050972563896889032 -0.00034213638262659625 5.2024363464313599e-06 leaf_weight=4.2886741310940115 9.5660350953548896 125.77295717435481 leaf_count=72 226 1997 internal_value=0 -1.9393e-05 internal_weight=0 135.339 internal_count=2295 2223 is_linear=0 shrinkage=0.000439788 Tree=4354 num_leaves=3 num_cat=0 split_feature=9 51 split_gain=5.87306 5.2513 threshold=-1.0000000180025095e-35 -0.10593999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051054937605629343 -0.00033540829871389817 4.7432342608726853e-06 leaf_weight=4.1556030067149541 9.4211234140529978 125.18616965787078 leaf_count=72 226 1997 internal_value=0 -1.91081e-05 internal_weight=0 134.607 internal_count=2295 2223 is_linear=0 shrinkage=0.000439788 Tree=4355 num_leaves=3 num_cat=0 split_feature=9 51 split_gain=5.76735 5.34912 threshold=-1.0000000180025095e-35 -0.10593999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026073442694462667 -0.017371031376312705 0.00026962238393148232 leaf_weight=4.0711815028917036 9.2804174938792112 123.29032642263337 leaf_count=72 226 1997 internal_value=0 -0.000967609 internal_weight=0 132.571 internal_count=2295 2223 is_linear=0 shrinkage=0.0224292 Tree=4356 num_leaves=3 num_cat=0 split_feature=9 14 split_gain=4.18367 4.59069 threshold=-1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042994213103005166 7.592787723700636e-06 -0.00044539665882509661 leaf_weight=4.3535566447535521 134.93468459962605 4.4512677339371285 leaf_count=67 2104 74 internal_value=0 -6.93237e-06 internal_weight=0 139.386 internal_count=2245 2178 is_linear=0 shrinkage=0.000439788 Tree=4357 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=4.34984 3.65716 threshold=0.076175000000000007 -0.07686999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01014554787381958 -0.021517855015885979 -0.00037083708981729195 leaf_weight=19.37246263542329 4.3873756456596302 117.04515518303378 leaf_count=275 73 1897 internal_value=0 0.00112379 internal_weight=0 136.418 internal_count=2245 2172 is_linear=0 shrinkage=0.0224292 Tree=4358 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=4.18444 3.49954 threshold=0.076175000000000007 -0.07686999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0099298633008870988 -0.021180502092040438 -0.00036252513294471583 leaf_weight=19.349974005090189 4.3579239430546286 117.04380095461966 leaf_count=275 73 1897 internal_value=0 0.00109883 internal_weight=0 136.394 internal_count=2245 2172 is_linear=0 shrinkage=0.0224292 Tree=4359 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=3.84669 3.43607 threshold=0.076175000000000007 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6659331225087616e-05 -0.00039586758371846706 -0.00027166352168605281 leaf_weight=131.66455451709771 4.413748150196624 7.3639365320559582 leaf_count=2107 73 65 internal_value=0 2.02933e-05 internal_weight=0 139.028 internal_count=2245 2172 is_linear=0 shrinkage=0.000439788 Tree=4360 num_leaves=3 num_cat=0 split_feature=1212 47 split_gain=4.58147 3.92548 threshold=-1.0000000180025095e-35 0.12431000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046050119684464208 4.7155758792838633e-05 -0.00029593967830660874 leaf_weight=3.7504756323760366 134.85894491850922 6.7548691432457408 leaf_count=167 2074 60 internal_value=0 3.07527e-05 internal_weight=0 141.614 internal_count=2301 2134 is_linear=0 shrinkage=0.000439788 Tree=4361 num_leaves=4 num_cat=0 split_feature=401 47 2 split_gain=4.05501 3.78208 1.93298 threshold=0.08481000000000001 0.12431000000000002 0.097940000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7680775245126291e-05 -0.00049092749642576383 -0.00028690695283403636 1.7067806099566405e-05 leaf_weight=133.4691255583457 4.3600067002116694 6.8517025604378423 2.1631556049687788 leaf_count=2021 168 63 49 internal_value=0 3.13064e-05 -0.000322912 internal_weight=0 140.321 6.52316 internal_count=2301 2084 217 is_linear=0 shrinkage=0.000439788 Tree=4362 num_leaves=3 num_cat=0 split_feature=47 401 split_gain=4.11384 4.23469 threshold=0.12431000000000002 0.083100000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026092917135485715 -0.015861483262935183 -0.016304368010603094 leaf_weight=129.54247593740729 7.0064726986456654 6.2232375206076531 leaf_count=2013 67 221 internal_value=0 0.00174016 internal_weight=0 135.766 internal_count=2301 2234 is_linear=0 shrinkage=0.0224292 Tree=4363 num_leaves=3 num_cat=0 split_feature=47 401 split_gain=3.93871 4.07296 threshold=0.12431000000000002 0.083100000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025509612100715296 -0.015537292990414987 -0.016068541347956614 leaf_weight=129.53317785922263 6.9927916866727164 6.1737856898107557 leaf_count=2013 67 221 internal_value=0 0.00170175 internal_weight=0 135.707 internal_count=2301 2234 is_linear=0 shrinkage=0.0224292 Tree=4364 num_leaves=4 num_cat=0 split_feature=1456 52 12 split_gain=4.80558 3.90346 0.0197701 threshold=-1.0000000180025095e-35 -0.08130999999999998 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055486916937456357 0.00010207143122802485 -6.2504811719595738e-05 -0.00046120025184825686 leaf_weight=1.6073649153113354 38.925013042302453 98.04510820156429 2.4407014057505876 leaf_count=26 492 1572 179 internal_value=0 -1.57268e-05 -0.000500823 internal_weight=0 136.97 4.04807 internal_count=2269 2064 205 is_linear=0 shrinkage=0.000439788 Tree=4365 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=4.56506 3.98905 0.0149543 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005501218884959026 -0.00011851483053694314 3.8691810140228495e-05 -0.00046034594053219973 leaf_weight=1.5628668672870838 48.380897504481254 87.926820259977831 2.3314993046515156 leaf_count=26 1061 1003 179 internal_value=0 -1.71157e-05 -0.000498882 internal_weight=0 136.308 3.89437 internal_count=2269 2064 205 is_linear=0 shrinkage=0.000439788 Tree=4366 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=4.81277 4.6851 0.0186375 threshold=-1.0000000180025095e-35 0.077845000000000011 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055271074378296543 -0.00012219885222031801 4.5555008749807058e-05 -0.00046073624938697147 leaf_weight=1.6242779265157867 50.899176497157896 87.577174355785246 2.4536621205625124 leaf_count=26 1080 984 179 internal_value=0 -1.61139e-05 -0.000499775 internal_weight=0 138.476 4.07794 internal_count=2269 2064 205 is_linear=0 shrinkage=0.000439788 Tree=4367 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.62607 5.21604 threshold=-0.28286499999999998 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043940245625769908 -4.8133578429927316e-05 0.00021331844786479087 leaf_weight=4.002295999103807 118.71032174359425 16.834558401897084 leaf_count=48 1982 239 internal_value=0 -1.5636e-05 internal_weight=0 135.545 internal_count=2269 2221 is_linear=0 shrinkage=0.000439788 Tree=4368 num_leaves=3 num_cat=0 split_feature=49 39 split_gain=3.89012 5.36929 threshold=0.27293500000000009 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004325787084053759 -0.00035528054666783147 5.4156640037275601e-05 leaf_weight=4.5093486568657672 5.0030000516999271 137.02687344151491 leaf_count=48 43 2194 internal_value=0 3.8593e-05 internal_weight=0 141.536 internal_count=2285 2242 is_linear=0 shrinkage=0.000439788 Tree=4369 num_leaves=3 num_cat=0 split_feature=39 49 split_gain=5.19046 4.20639 threshold=-1.0000000180025095e-35 0.27293500000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022541291783309547 0.0027114670867752571 -0.018287119085583614 leaf_weight=4.46908991690725 134.68403889841284 4.9574577772291368 leaf_count=48 2194 43 internal_value=0 0.00196359 internal_weight=0 139.641 internal_count=2285 2237 is_linear=0 shrinkage=0.0224292 Tree=4370 num_leaves=3 num_cat=0 split_feature=39 49 split_gain=4.95778 4.02256 threshold=-1.0000000180025095e-35 0.27293500000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022021195447679939 0.0026505058390042672 -0.017890808151029915 leaf_weight=4.4724484691396347 134.69177178596146 4.9540804284479227 leaf_count=48 2194 43 internal_value=0 0.00191944 internal_weight=0 139.646 internal_count=2285 2237 is_linear=0 shrinkage=0.0224292 Tree=4371 num_leaves=3 num_cat=0 split_feature=39 2 split_gain=4.73521 3.88113 threshold=-1.0000000180025095e-35 0.084175000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02151149118846906 0.00759857981110614 -0.00056657075822697076 leaf_weight=4.4761412983061737 41.768394266022369 97.88195494748652 leaf_count=48 676 1561 internal_value=0 0.00187627 internal_weight=0 139.65 internal_count=2285 2237 is_linear=0 shrinkage=0.0224292 Tree=4372 num_leaves=4 num_cat=0 split_feature=401 1 2 split_gain=4.62792 3.57461 0.31084 threshold=0.087110000000000007 0.094405000000000003 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5074192652574974e-05 -0.00048641372042366955 0.00011110113771787305 -0.00025868294402243427 leaf_weight=78.597966398519929 3.1549050782923578 54.971937032649294 1.9576074894284827 leaf_count=1434 134 629 56 internal_value=0 2.50929e-05 -0.000400501 internal_weight=0 133.57 5.11251 internal_count=2253 2063 190 is_linear=0 shrinkage=0.000439788 Tree=4373 num_leaves=4 num_cat=0 split_feature=401 1 2 split_gain=4.59651 3.76661 0.316804 threshold=0.087110000000000007 0.094405000000000003 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5524705550063388e-05 -0.00048686523749433313 0.00011446582545364394 -0.00025669604239619755 leaf_weight=78.543163323512999 3.1159303867607369 55.072746027261019 1.9616554091917349 leaf_count=1434 134 629 56 internal_value=0 2.63047e-05 -0.000399237 internal_weight=0 133.616 5.07759 internal_count=2253 2063 190 is_linear=0 shrinkage=0.000439788 Tree=4374 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=5.165 6.87529 5.21688 threshold=0.094405000000000003 0.10798000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3495495721485493e-05 0.0004830613233656304 0.00045381795312250033 6.1982493431317226e-05 leaf_weight=78.409081773570506 6.3876588342827736 4.6867535002529612 51.006786152836867 leaf_count=1569 112 18 554 internal_value=0 -6.25289e-05 0.000108991 internal_weight=0 83.0958 57.3944 internal_count=2253 1587 666 is_linear=0 shrinkage=0.000439788 Tree=4375 num_leaves=4 num_cat=0 split_feature=1 51 2 split_gain=5.43688 10.348 5.19982 threshold=0.094405000000000003 0.089530000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3603444046839565e-05 0.00048483756315114237 -0.00065408716159432259 6.4601087884339102e-05 leaf_weight=77.944829957559705 6.3880769938696167 5.3636948258063049 51.319930287194438 leaf_count=1433 112 154 554 internal_value=0 -6.43368e-05 0.000111265 internal_weight=0 83.3085 57.708 internal_count=2253 1587 666 is_linear=0 shrinkage=0.000439788 Tree=4376 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=6.08391 7.84111 5.51771 threshold=-0.15648499999999999 0.10098000000000001 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023926422938913436 -0.0060592254793254887 0.0058641589555226709 -0.00023322908142752965 leaf_weight=9.4283866875339317 79.021419173004688 42.737173959729262 9.5750713568995689 leaf_count=81 1589 514 100 internal_value=0 -0.00187386 0.0117653 internal_weight=0 121.759 19.0035 internal_count=2284 2103 181 is_linear=0 shrinkage=0.0224292 Tree=4377 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.50554 7.72933 threshold=-0.51118499999999989 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031997379362181395 -0.0030914611810773937 0.008162867515067368 leaf_weight=3.1122033018764332 91.159854585399444 46.263588191301096 leaf_count=45 1688 551 internal_value=0 0.000697915 internal_weight=0 137.423 internal_count=2284 2239 is_linear=0 shrinkage=0.0224292 Tree=4378 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=5.72255 8.01105 5.30934 threshold=-0.15648499999999999 0.10098000000000001 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045632888036429469 -0.00011778639589815244 0.00011701670932760427 -6.3537493136442019e-06 leaf_weight=9.4973760149441677 79.775966307555791 43.365999155619647 9.6713904737262038 leaf_count=81 1589 514 100 internal_value=0 -3.50922e-05 0.000223113 internal_weight=0 123.142 19.1688 internal_count=2284 2103 181 is_linear=0 shrinkage=0.000439788 Tree=4379 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=5.69944 7.84583 5.22855 threshold=-0.15648499999999999 0.10098000000000001 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045385211614175255 -0.00011680541972970342 0.00011539988250964077 -5.2759319335814537e-06 leaf_weight=9.5016435356810707 79.989191350949113 43.397646616154816 9.6689392386469972 leaf_count=81 1589 514 100 internal_value=0 -3.51289e-05 0.00022251 internal_weight=0 123.387 19.1706 internal_count=2284 2103 181 is_linear=0 shrinkage=0.000439788 Tree=4380 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.32952 5.21304 threshold=-0.085909999999999986 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016909462192810441 -0.00057372750341570648 0.024575666327913703 leaf_weight=5.9396876438986501 131.1489771386623 4.2625920678256071 leaf_count=57 2198 40 internal_value=0 0.000221298 internal_weight=0 135.412 internal_count=2295 2238 is_linear=0 shrinkage=0.0224292 Tree=4381 num_leaves=3 num_cat=0 split_feature=15 158 split_gain=3.39148 5.12523 threshold=-0.47056499999999996 0.099230000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039581225933885166 -4.5316635778977309e-06 -0.00046487977544283198 leaf_weight=3.8722176876617587 135.63025677167752 4.8256665731169042 leaf_count=73 2067 155 internal_value=0 -2.04089e-05 internal_weight=0 140.456 internal_count=2295 2222 is_linear=0 shrinkage=0.000439788 Tree=4382 num_leaves=4 num_cat=0 split_feature=133 130 42 split_gain=3.23193 4.37055 4.23261 threshold=-0.085929999999999992 -0.082104999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027782377983014413 -0.012705092877684511 0.0022323206208804919 -0.00022626867793819176 leaf_weight=4.3565474469214704 15.665192145868785 14.643891858606365 106.67831759191176 leaf_count=17 468 336 1474 internal_value=0 0.00811262 -0.00182582 internal_weight=0 19.0004 122.344 internal_count=2295 353 1942 is_linear=0 shrinkage=0.0224292 Tree=4383 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=3.80706 5.11666 2.97355 threshold=0.10384000000000002 0.11429000000000002 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0510990267771374e-05 -0.00018292064650705342 0.00028545241709972233 0.00013162539533293944 leaf_weight=88.727362960591563 6.7060961913084602 7.5825306326150885 42.916594380803872 leaf_count=1743 51 32 469 internal_value=0 -6.08605e-05 8.90631e-05 internal_weight=0 96.3099 49.6227 internal_count=2295 1775 520 is_linear=0 shrinkage=0.000439788 Tree=4384 num_leaves=4 num_cat=0 split_feature=42 42 0 split_gain=5.36455 6.5416 5.2905 threshold=-0.091229999999999992 -0.0044549999999999998 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039635270560252275 -0.018811092438233964 -0.00033343211841231461 0.029512445753018975 leaf_weight=4.0964378913486144 10.485761619987896 116.90657697965798 5.6191395583155082 leaf_count=150 361 1682 78 internal_value=0 -0.00185693 0.0154177 internal_weight=0 127.392 9.71558 internal_count=2271 2043 228 is_linear=0 shrinkage=0.0224292 Tree=4385 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=6.06341 11.1938 5.66425 threshold=0.089840000000000017 -0.082084999999999977 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012770227801154851 0.00011910066008779472 -0.00024178914884363659 -0.00028633689785775493 leaf_weight=25.108394249517005 64.7489052459714 42.982117353960348 7.4109671721234909 leaf_count=405 794 1014 58 internal_value=0 -0.000105541 7.73967e-05 internal_weight=0 68.0905 72.1599 internal_count=2271 1419 852 is_linear=0 shrinkage=0.000439788 Tree=4386 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=5.34443 10.6584 5.94219 threshold=0.089840000000000017 -0.082084999999999977 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065393523498922836 0.005898974386535992 -0.012040572245931216 -0.01550007112299282 leaf_weight=24.631298274354776 63.19084270473104 41.981456209658063 7.2615423649549475 leaf_count=405 794 1014 58 internal_value=0 -0.0051704 0.00368977 internal_weight=0 66.6128 70.4524 internal_count=2271 1419 852 is_linear=0 shrinkage=0.0224292 Tree=4387 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=5.70753 9.49218 6.75278 threshold=0.099195000000000019 -0.082084999999999977 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013159135359473126 0.00016889723934168435 -0.00017920241462512525 -0.00028501842680421019 leaf_weight=27.916582090198062 44.476732395822182 59.459625181734737 7.374353381805121 leaf_count=449 548 1217 57 internal_value=0 -7.98972e-05 0.000104259 internal_weight=0 87.3762 51.8511 internal_count=2271 1666 605 is_linear=0 shrinkage=0.000439788 Tree=4388 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=3.87194 4.65096 threshold=0.26982 -0.11022999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034180652989248991 -0.00040321615976512075 -7.692092128256157e-06 leaf_weight=7.7883439688011995 4.4631837091292246 129.77548497002863 leaf_count=83 37 2150 internal_value=0 1.21399e-05 internal_weight=0 137.564 internal_count=2270 2233 is_linear=0 shrinkage=0.000439788 Tree=4389 num_leaves=3 num_cat=0 split_feature=376 157 split_gain=4.92947 4.72399 threshold=0.087615000000000012 -0.076494999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017913148383650319 0.00041702706939110082 -5.0361254011690582e-05 leaf_weight=20.38357700954657 5.2623543752124524 115.87165009349701 leaf_count=294 50 1926 internal_value=0 -1.60092e-05 internal_weight=0 136.255 internal_count=2270 2220 is_linear=0 shrinkage=0.000439788 Tree=4390 num_leaves=3 num_cat=0 split_feature=376 157 split_gain=4.65334 4.62717 threshold=0.087615000000000012 -0.076494999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0092239809878202385 0.021066836265648762 -0.0024640483496619937 leaf_weight=20.024504936547601 5.1052127082366487 113.68032184752519 leaf_count=294 50 1926 internal_value=0 -0.000712506 internal_weight=0 133.705 internal_count=2270 2220 is_linear=0 shrinkage=0.0224292 Tree=4391 num_leaves=3 num_cat=0 split_feature=376 457 split_gain=4.77792 3.88921 threshold=0.087615000000000012 -0.072694999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028824235341732256 0.00041399021900476028 4.7739316072669909e-06 leaf_weight=9.3872356420033594 5.1851164043182498 127.74348432780243 leaf_count=154 50 2066 internal_value=0 -1.53217e-05 internal_weight=0 137.131 internal_count=2270 2220 is_linear=0 shrinkage=0.000439788 Tree=4392 num_leaves=4 num_cat=0 split_feature=1456 43 2 split_gain=5.45535 5.04259 0.0144355 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.096035000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023892483380734134 0.0059158743706512326 -0.003085957849594978 -0.028421088453459125 leaf_weight=2.7916608216182786 49.855632016056916 84.063460706645856 1.4370910551515406 leaf_count=164 774 1289 50 internal_value=0 0.000265625 -0.0255523 internal_weight=0 133.919 4.22875 internal_count=2277 2063 214 is_linear=0 shrinkage=0.0224292 Tree=4393 num_leaves=4 num_cat=0 split_feature=1456 43 2 split_gain=5.61377 4.93537 0.0146347 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.096525000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046906673239179573 0.00011327788853459197 -5.9308174604906904e-05 -0.00055714578402421512 leaf_weight=2.9103760789439539 51.086365817696787 85.91989767808991 1.4515447886660693 leaf_count=167 774 1289 47 internal_value=0 5.05186e-06 -0.000500678 internal_weight=0 137.006 4.36192 internal_count=2277 2063 214 is_linear=0 shrinkage=0.000439788 Tree=4394 num_leaves=4 num_cat=0 split_feature=1456 43 2 split_gain=5.32744 4.81648 0.0118519 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023772887279378971 0.0057797190525334221 -0.0030155770030185357 -0.028103890273551091 leaf_weight=2.6142074816743834 49.886385833815439 84.099414030453772 1.532823135552462 leaf_count=162 774 1289 52 internal_value=0 0.000259496 -0.0254952 internal_weight=0 133.986 4.14703 internal_count=2277 2063 214 is_linear=0 shrinkage=0.0224292 Tree=4395 num_leaves=4 num_cat=0 split_feature=1456 43 2 split_gain=5.19978 4.60243 0.0101811 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.095920000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023737047405311525 0.00564928489158463 -0.0029479372736585085 -0.028001916398178579 leaf_weight=2.5600701742805532 49.893803919432685 84.099925780305057 1.5042914022924376 leaf_count=162 774 1289 52 internal_value=0 0.000253666 -0.0254391 internal_weight=0 133.994 4.06436 internal_count=2277 2063 214 is_linear=0 shrinkage=0.0224292 Tree=4396 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=4.68033 9.86367 7.41721 threshold=1.0000000180025095e-35 0.088965000000000002 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024506609834287258 4.6563353878460897e-06 0.00024489786992617829 0.00048101132867204633 leaf_weight=34.673503756981518 83.25958456909575 10.291423461632801 6.822633753065019 leaf_count=1036 999 131 87 internal_value=0 -0.000132868 4.08287e-05 internal_weight=0 44.9649 90.0822 internal_count=2253 1167 1086 is_linear=0 shrinkage=0.000439788 Tree=4397 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=4.38988 9.92266 7.72694 threshold=1.0000000180025095e-35 0.088965000000000002 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012435492993919228 0.0001430878795899825 0.012854122847468102 0.025177865654475381 leaf_weight=33.932510692146025 81.953636728852871 10.117940881056709 6.6909764392767093 leaf_count=1036 999 131 87 internal_value=0 -0.00662367 0.00203775 internal_weight=0 44.0505 88.6446 internal_count=2253 1167 1086 is_linear=0 shrinkage=0.0224292 Tree=4398 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=5.03218 9.5442 6.30605 threshold=1.0000000180025095e-35 0.088965000000000002 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024607694349190978 0.00011003886903232843 0.00023256864143941826 -0.00015636031028397064 leaf_weight=35.074504679301754 68.101489043066977 10.442324426083358 22.96690208138898 leaf_count=1036 863 131 223 internal_value=0 -0.000136216 4.28359e-05 internal_weight=0 45.5168 91.0684 internal_count=2253 1167 1086 is_linear=0 shrinkage=0.000439788 Tree=4399 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=4.49768 9.36992 7.07465 threshold=1.0000000180025095e-35 0.088965000000000002 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002413967044423526 3.6298392521239044e-06 0.00023638652486372024 0.00046899675659184598 leaf_weight=34.503774741577217 83.426467011973727 10.293124456482472 6.8169873552396885 leaf_count=1036 999 131 87 internal_value=0 -0.000131561 3.88754e-05 internal_weight=0 44.7969 90.2435 internal_count=2253 1167 1086 is_linear=0 shrinkage=0.000439788 Tree=4400 num_leaves=4 num_cat=0 split_feature=160 1 456 split_gain=6.09727 7.16453 5.35279 threshold=0.099280000000000021 0.095695000000000016 0.087485000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030807501633218588 -0.032124577055109703 0.0062542481606224134 -0.018858105973070919 leaf_weight=128.14337248698575 5.8033176921599061 4.211702182656154 5.8312256608624002 leaf_count=1975 139 36 120 internal_value=0 -0.0160036 0.00212331 internal_weight=0 10.015 133.975 internal_count=2270 175 2095 is_linear=0 shrinkage=0.0224292 Tree=4401 num_leaves=4 num_cat=0 split_feature=160 1 41 split_gain=5.88344 6.99412 5.05659 threshold=0.099280000000000021 0.095695000000000016 0.078475000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032000461777142377 -0.031954154144564567 0.0061299009213438786 -0.014806923802881324 leaf_weight=125.61164958607696 5.7046271296858304 4.201263313414529 8.3489424019353446 leaf_count=1989 139 36 106 internal_value=0 -0.0158213 0.00207583 internal_weight=0 9.90589 133.961 internal_count=2270 175 2095 is_linear=0 shrinkage=0.0224292 Tree=4402 num_leaves=3 num_cat=0 split_feature=456 42 split_gain=4.47784 4.438 threshold=0.087485000000000021 0.11315500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9924693019146415e-05 -0.00034427896144342981 -0.00031248947326669959 leaf_weight=134.95978417489096 6.3601067431736729 6.8488858668133608 leaf_count=1979 128 163 internal_value=0 3.23816e-05 internal_weight=0 141.809 internal_count=2270 2142 is_linear=0 shrinkage=0.000439788 Tree=4403 num_leaves=4 num_cat=0 split_feature=160 1 456 split_gain=5.67863 6.83139 5.12929 threshold=0.099280000000000021 0.095695000000000016 0.087485000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029649502820833879 -0.031782869412145427 0.0060107312237881287 -0.0185256553379545 leaf_weight=128.20596738228051 5.6106181904324313 4.1926579142455012 5.8227444044896393 leaf_count=1975 139 36 120 internal_value=0 -0.0156391 0.00202881 internal_weight=0 9.80328 134.029 internal_count=2270 175 2095 is_linear=0 shrinkage=0.0224292 Tree=4404 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.14078 5.01514 threshold=-0.14917999999999998 -0.11612499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013099529852194151 -0.027727639338011215 -3.53166287461501e-05 leaf_weight=11.805885978508739 3.3636034820228806 120.02567164020729 leaf_count=73 29 2150 internal_value=0 -0.000794385 internal_weight=0 123.389 internal_count=2252 2179 is_linear=0 shrinkage=0.0224292 Tree=4405 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.97239 4.80987 threshold=-0.14917999999999998 -0.11612499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012855292037355307 -0.027195793676054972 -3.4524653601084418e-05 leaf_weight=11.761231784708796 3.3529600780457249 120.02544225126621 leaf_count=73 29 2150 internal_value=0 -0.000776759 internal_weight=0 123.378 internal_count=2252 2179 is_linear=0 shrinkage=0.0224292 Tree=4406 num_leaves=4 num_cat=0 split_feature=484 1375 2 split_gain=3.43164 4.84283 4.25329 threshold=-0.0048499999999999993 0.048450000000000007 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025795076672602949 0.0023686857404772439 -0.018811411335867778 0.0037152540633943322 leaf_weight=5.3574213558167667 119.54112291993806 5.670321522280573 4.5169217184593435 leaf_count=305 1834 70 43 internal_value=0 0.0014068 -0.0123147 internal_weight=0 125.211 9.87434 internal_count=2252 1904 348 is_linear=0 shrinkage=0.0224292 Tree=4407 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.80661 4.44531 threshold=-0.14917999999999998 -0.085949999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012608183180299956 -0.016964783317588789 0.00035177021047344765 leaf_weight=11.701086849439887 7.9542989535257211 115.30651332695561 leaf_count=73 69 2110 internal_value=0 -0.00076816 internal_weight=0 123.261 internal_count=2252 2179 is_linear=0 shrinkage=0.0224292 Tree=4408 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=6.1528 4.84145 threshold=0.15251000000000001 0.0066400000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0054408638496120541 0.017057844601863215 0.0034229901494909798 leaf_weight=71.694148422255239 9.5354597265832108 54.586145957029657 leaf_count=1594 130 584 internal_value=0 -0.00160942 internal_weight=0 126.28 internal_count=2308 2178 is_linear=0 shrinkage=0.0224292 Tree=4409 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=5.9466 4.6318 threshold=0.15251000000000001 0.0066400000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0053253577658144095 0.016880951137555677 0.0033479844468768593 leaf_weight=71.607666822244937 9.4207688400056195 54.55804655092652 leaf_count=1594 130 584 internal_value=0 -0.00157479 internal_weight=0 126.166 internal_count=2308 2178 is_linear=0 shrinkage=0.0224292 Tree=4410 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=5.74679 4.5828 threshold=0.15251000000000001 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00067115155624439065 0.016704018594625423 -0.02256954144108065 leaf_weight=121.06682742296834 9.3084940994158369 4.9874569353414691 leaf_count=2016 130 162 internal_value=0 -0.00154087 internal_weight=0 126.054 internal_count=2308 2178 is_linear=0 shrinkage=0.0224292 Tree=4411 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=5.55319 4.46213 threshold=0.15251000000000001 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00065611490001361557 0.016527068830023996 -0.022435902282159893 leaf_weight=121.06420287728542 9.1985917792771925 4.9056726581766261 leaf_count=2016 130 162 internal_value=0 -0.00150756 internal_weight=0 125.97 internal_count=2308 2178 is_linear=0 shrinkage=0.0224292 Tree=4412 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=5.31734 4.64661 threshold=-0.39935999999999994 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028828231869923272 0.00020766136121332148 0.017409135420642246 leaf_weight=3.0003821361460714 128.9648491878761 8.396575849503277 leaf_count=114 2086 64 internal_value=0 0.00126142 internal_weight=0 137.361 internal_count=2264 2150 is_linear=0 shrinkage=0.0224292 Tree=4413 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=5.17425 4.46015 threshold=-0.39935999999999994 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028718987500158128 0.0002030042535659379 0.017086580619410659 leaf_weight=2.944941941619617 128.96499365908676 8.3639333781320584 leaf_count=114 2086 64 internal_value=0 0.00123352 internal_weight=0 137.329 internal_count=2264 2150 is_linear=0 shrinkage=0.0224292 Tree=4414 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=4.38438 4.19686 threshold=-0.37971999999999995 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049858865248393223 -3.3807005064437358e-05 0.00012563366642162762 leaf_weight=3.1758265107491743 90.474660148494877 49.323177499987651 leaf_count=116 1594 554 internal_value=0 2.2456e-05 internal_weight=0 139.798 internal_count=2264 2148 is_linear=0 shrinkage=0.000439788 Tree=4415 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=5.09806 5.20386 threshold=-0.39935999999999994 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055365401441570235 -4.0759475246229516e-05 0.00013559931660130962 leaf_weight=3.0216919982485697 91.08192683015659 50.170357029652223 leaf_count=114 1595 555 internal_value=0 2.189e-05 internal_weight=0 141.252 internal_count=2264 2150 is_linear=0 shrinkage=0.000439788 Tree=4416 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=6.42336 6.8349 threshold=0.17126500000000003 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010484051689716594 0.024916747997776167 -0.016129799023133329 leaf_weight=120.26199001181521 5.1293520273175082 12.882922025048172 leaf_count=1943 22 262 internal_value=0 -0.000615809 internal_weight=0 133.145 internal_count=2227 2205 is_linear=0 shrinkage=0.0224292 Tree=4417 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=6.31517 6.9183 threshold=0.17126500000000003 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7635591852261319e-05 0.00048164471425280343 -0.00031634747019715814 leaf_weight=123.03636004956206 5.1211870089173308 13.272742423199814 leaf_count=1943 22 262 internal_value=0 -1.49249e-05 internal_weight=0 136.309 internal_count=2227 2205 is_linear=0 shrinkage=0.000439788 Tree=4418 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=6.21068 6.56388 threshold=0.17126500000000003 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010219799328992918 0.02464356896776548 -0.01584277839041608 leaf_weight=120.3150701491395 5.0691950847394756 12.830561770882921 leaf_count=1943 22 262 internal_value=0 -0.000605229 internal_weight=0 133.146 internal_count=2227 2205 is_linear=0 shrinkage=0.0224292 Tree=4419 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=6.00704 6.30141 threshold=0.17126500000000003 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00099906005632537554 0.024380113996399208 -0.015558805189757892 leaf_weight=120.3152420984552 5.0099251560168332 12.772719189117195 leaf_count=1943 22 262 internal_value=0 -0.000592035 internal_weight=0 133.088 internal_count=2227 2205 is_linear=0 shrinkage=0.0224292 Tree=4420 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=4.61458 6.31452 3.74734 threshold=0.23993500000000004 1.0000000180025095e-35 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024544978331446425 8.7105464795627581e-06 1.4674686836423797e-05 0.00033778698014646184 leaf_weight=22.533344677067362 14.03732860076707 90.389559259827365 12.774957022164015 leaf_count=448 136 1533 178 internal_value=0 -3.72649e-05 0.000165631 internal_weight=0 112.923 26.8123 internal_count=2295 1981 314 is_linear=0 shrinkage=0.000439788 Tree=4421 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=4.65371 6.47997 3.57776 threshold=0.23993500000000004 1.0000000180025095e-35 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024736720677316046 1.5532076374131039e-05 1.6865384551273432e-05 0.00033832190566690317 leaf_weight=22.400049751566257 14.005886759026909 90.059116096439539 12.614926985581404 leaf_count=448 136 1533 178 internal_value=0 -3.57985e-05 0.000168627 internal_weight=0 112.459 26.6208 internal_count=2295 1981 314 is_linear=0 shrinkage=0.000439788 Tree=4422 num_leaves=4 num_cat=0 split_feature=4 156 0 split_gain=4.44629 6.24063 3.65355 threshold=0.23993500000000004 0.091015000000000013 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029450180319552617 0.00049332447107084114 -0.020491592694279286 0.017247904140185438 leaf_weight=102.15674833129742 13.78589195199311 8.3042635825113376 12.452992523089049 leaf_count=1797 136 184 178 internal_value=0 -0.00181616 0.00845182 internal_weight=0 110.461 26.2389 internal_count=2295 1981 314 is_linear=0 shrinkage=0.0224292 Tree=4423 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=4.29507 4.16481 threshold=-1.0000000180025095e-35 0.088775000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023592119722183294 0.002116074151151285 -0.011340849412552334 leaf_weight=3.7086802334524682 119.99835149374121 12.785326496406922 leaf_count=169 1881 245 internal_value=0 0.000818905 internal_weight=0 132.784 internal_count=2295 2126 is_linear=0 shrinkage=0.0224292 Tree=4424 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=4.42365 6.9749 5.64058 threshold=-0.10075499999999998 -0.10071499999999999 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012763208504413971 0.0039835706094363188 -0.0074177447813240042 -0.0071407842896989695 leaf_weight=24.413521797629073 49.122361796500627 59.876327295547526 10.118783283556693 leaf_count=208 396 1590 127 internal_value=0 -0.00227972 0.00693014 internal_weight=0 108.999 34.5323 internal_count=2321 1986 335 is_linear=0 shrinkage=0.0224292 Tree=4425 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.85592 9.03568 8.49375 threshold=-0.10071499999999999 -0.077944999999999987 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019746139096773777 -0.00024732030556132313 4.8045003081198062e-05 -0.00015207649245881872 leaf_weight=41.349856250395533 31.640649652079446 54.531206093583023 19.904454957722919 leaf_count=337 1042 794 148 internal_value=0 -6.04382e-05 8.38678e-05 internal_weight=0 86.1719 61.2543 internal_count=2321 1836 485 is_linear=0 shrinkage=0.000439788 Tree=4426 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=4.23487 6.67705 5.40291 threshold=-0.10075499999999998 -0.10071499999999999 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012515451539768449 0.0038976600810327858 -0.0072618402671487826 -0.0069660101571046894 leaf_weight=24.335829130141065 49.107584632642101 59.796531464060536 10.130286457060718 leaf_count=208 396 1590 127 internal_value=0 -0.00222994 0.00678877 internal_weight=0 108.904 34.4661 internal_count=2321 1986 335 is_linear=0 shrinkage=0.0224292 Tree=4427 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=4.07981 7.29471 5.11893 threshold=-0.10075499999999998 -0.077774999999999983 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024029122098012892 -0.00023578228724482108 2.4288570568974607e-05 -0.00012796933496707631 leaf_weight=24.628026141785085 27.824935067932529 83.151974622902344 10.358930420028626 leaf_count=208 1025 961 127 internal_value=0 -4.09476e-05 0.000131246 internal_weight=0 110.977 34.987 internal_count=2321 1986 335 is_linear=0 shrinkage=0.000439788 Tree=4428 num_leaves=4 num_cat=0 split_feature=131 15 0 split_gain=4.48101 6.70065 3.81559 threshold=0.084390000000000007 -0.11406499999999999 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2866924976327445e-06 0.00040746129330843399 -0.00041100341666379652 0.00037831348193235255 leaf_weight=126.74540614373836 2.3759997877059496 10.094812673196428 5.5161399417556813 leaf_count=1899 51 304 26 internal_value=0 -0.000254681 2.08966e-05 internal_weight=0 12.4708 132.262 internal_count=2280 355 1925 is_linear=0 shrinkage=0.000439788 Tree=4429 num_leaves=4 num_cat=0 split_feature=131 15 0 split_gain=4.55543 6.58813 3.81944 threshold=0.084390000000000007 -0.11406499999999999 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0516472102430544e-06 0.00040270142235762093 -0.0004086188992347758 0.00037859138360180896 leaf_weight=127.39387266918493 2.369711931445635 10.242344957106978 5.5048708461690685 leaf_count=1899 51 304 26 internal_value=0 -0.0002558 2.05764e-05 internal_weight=0 12.6121 132.899 internal_count=2280 355 1925 is_linear=0 shrinkage=0.000439788 Tree=4430 num_leaves=4 num_cat=0 split_feature=131 15 0 split_gain=4.5039 6.61226 3.74251 threshold=0.084390000000000007 -0.11406499999999999 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027220898762829964 0.020781476858042339 -0.021129491415741504 0.019231340005024172 leaf_weight=124.71217697720567 2.3235404564766204 9.9153692604450026 5.4484384827082968 leaf_count=1899 51 304 26 internal_value=0 -0.0131528 0.00106853 internal_weight=0 12.2389 130.161 internal_count=2280 355 1925 is_linear=0 shrinkage=0.0224292 Tree=4431 num_leaves=4 num_cat=0 split_feature=131 15 0 split_gain=4.35698 6.47825 3.67763 threshold=0.084390000000000007 -0.11406499999999999 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3372837593310389e-06 0.00040139862464030136 -0.0004056868548137372 0.00037352526171094961 leaf_weight=126.77357781669707 2.3615243479143819 10.050507507548899 5.4545566040324038 leaf_count=1899 51 304 26 internal_value=0 -0.000251749 2.05772e-05 internal_weight=0 12.412 132.228 internal_count=2280 355 1925 is_linear=0 shrinkage=0.000439788 Tree=4432 num_leaves=4 num_cat=0 split_feature=43 403 43 split_gain=4.70268 7.2837 6.29382 threshold=-0.082894999999999983 0.092660000000000006 -0.085614999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040671849153813893 -0.0035902492272045197 0.019832985337962062 0.032055160551018418 leaf_weight=35.109192151809111 90.551393213419942 7.1913427899708031 4.5501565465237936 leaf_count=472 1544 140 112 internal_value=0 -0.00186337 0.00729215 internal_weight=0 97.7427 39.6593 internal_count=2268 1684 584 is_linear=0 shrinkage=0.0224292 Tree=4433 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=4.68245 7.0096 6.4579 threshold=-0.082894999999999983 0.21983500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6068593001222047e-05 9.924511909627916e-06 -0.00033208506951995032 0.00030573586775118884 leaf_weight=18.944885828153929 86.283556641355972 13.369861333543666 21.566637480747886 leaf_count=366 1435 249 218 internal_value=0 -3.60155e-05 0.000141273 internal_weight=0 99.6534 40.5115 internal_count=2268 1684 584 is_linear=0 shrinkage=0.000439788 Tree=4434 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=4.63378 6.90418 6.259 threshold=-0.082894999999999983 0.21983500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4697378827497681e-05 8.8829547437880322e-06 -0.00033098714750098097 0.00030273384855775766 leaf_weight=18.850262503488921 86.123740513648954 13.333521931897847 21.401237971615046 leaf_count=366 1435 249 218 internal_value=0 -3.67358e-05 0.000140084 internal_weight=0 99.4573 40.2515 internal_count=2268 1684 584 is_linear=0 shrinkage=0.000439788 Tree=4435 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=4.23624 6.65272 5.97947 threshold=-0.082894999999999983 0.21983500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.475066364523343e-05 1.0374957994728485e-05 -0.00032233830975771224 0.00029234654414120732 leaf_weight=19.183704773604404 87.454763145564357 13.386233297147554 21.648749480955303 leaf_count=366 1435 249 218 internal_value=0 -3.3844e-05 0.000134026 internal_weight=0 100.841 40.8325 internal_count=2268 1684 584 is_linear=0 shrinkage=0.000439788 Tree=4436 num_leaves=4 num_cat=0 split_feature=156 0 3 split_gain=5.45997 4.88979 2.72654 threshold=0.091015000000000013 -0.061994999999999995 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.682289436871393e-05 -0.00014937685374168892 0.00015729208254924748 -0.00066483890204534842 leaf_weight=98.363195414596703 5.5385981644503754 38.925087026378606 3.0876780588878319 leaf_count=1769 143 349 56 internal_value=0 2.53935e-05 -0.000334941 internal_weight=0 137.288 8.62628 internal_count=2317 2118 199 is_linear=0 shrinkage=0.000439788 Tree=4437 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=4.47789 5.78684 3.50968 threshold=0.069910000000000014 0.091330000000000008 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9439392516099985e-06 -2.0049277068935612e-05 -0.00029960709405672212 0.00031591980599890776 leaf_weight=106.92687473124533 10.406582427211108 13.78693989018211 14.221244422951711 leaf_count=1754 80 367 116 internal_value=0 -3.16529e-05 0.000174049 internal_weight=0 120.714 24.6278 internal_count=2317 2121 196 is_linear=0 shrinkage=0.000439788 Tree=4438 num_leaves=4 num_cat=0 split_feature=156 0 3 split_gain=5.45896 5.07382 2.76538 threshold=0.091015000000000013 -0.061994999999999995 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0196644440552107e-05 -0.0001502267129324996 0.00015761515693425154 -0.00066979059053341391 leaf_weight=98.059430601788335 5.5158501020632666 38.819736096425913 3.0866009452147409 leaf_count=1769 143 349 56 internal_value=0 2.30824e-05 -0.000337719 internal_weight=0 136.879 8.60245 internal_count=2317 2118 199 is_linear=0 shrinkage=0.000439788 Tree=4439 num_leaves=4 num_cat=0 split_feature=156 0 3 split_gain=5.53147 4.70897 2.76104 threshold=0.091015000000000013 -0.061994999999999995 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014342060046374618 -0.0078130219173499892 0.0078730078143230513 -0.03458956671616583 leaf_weight=96.30617945054837 5.3534425451070984 38.171094234741759 3.0307567630661651 leaf_count=1769 143 349 56 internal_value=0 0.00120837 -0.0175489 internal_weight=0 134.477 8.3842 internal_count=2317 2118 199 is_linear=0 shrinkage=0.0224292 Tree=4440 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=5.51928 8.41934 3.64618 threshold=-0.10075499999999998 -0.076704999999999982 -0.016069999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015351123078943096 -0.013963855683227422 0.00013708466674731105 0.00042994930029776506 leaf_weight=13.999126117501872 29.55344182139379 76.16043637569237 19.985859477077611 leaf_count=113 1098 888 207 internal_value=0 -0.00380679 0.00658146 internal_weight=0 105.714 33.985 internal_count=2306 1986 320 is_linear=0 shrinkage=0.0224292 Tree=4441 num_leaves=4 num_cat=0 split_feature=133 3 1 split_gain=5.5576 5.05649 0.569466 threshold=0.14391000000000001 -0.10075499999999998 0.090515000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013660465213249321 -0.00056978326663355706 -5.8449954873877385e-05 -0.00024036840187871897 leaf_weight=34.069695688245702 3.6462074931769157 104.5057029411546 1.4620089353993533 leaf_count=298 177 1770 61 internal_value=0 -1.04823e-05 -0.000476748 internal_weight=0 138.575 5.10822 internal_count=2306 2068 238 is_linear=0 shrinkage=0.000439788 Tree=4442 num_leaves=4 num_cat=0 split_feature=133 3 1 split_gain=5.37429 4.87679 0.53752 threshold=0.14391000000000001 -0.10075499999999998 0.090325000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070288218626458681 -0.029500062123986866 -0.0028672504558312135 -0.012923008496365261 leaf_weight=33.25109904682904 3.3399841384671154 101.39518484342261 1.4574577210005371 leaf_count=298 174 1770 64 internal_value=0 -0.000422751 -0.0245352 internal_weight=0 134.646 4.79744 internal_count=2306 2068 238 is_linear=0 shrinkage=0.0224292 Tree=4443 num_leaves=4 num_cat=0 split_feature=133 3 1 split_gain=5.35065 4.58731 0.563055 threshold=0.14391000000000001 -0.10075499999999998 0.090515000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013129256913091034 -0.00057005930129733358 -5.4244024031642241e-05 -0.00023938301239847471 leaf_weight=34.172849397335085 3.4774114018946412 104.67434244909964 1.4511345585342494 leaf_count=298 177 1770 61 internal_value=0 -8.56828e-06 -0.000473996 internal_weight=0 138.847 4.92855 internal_count=2306 2068 238 is_linear=0 shrinkage=0.000439788 Tree=4444 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=4.35373 4.0394 threshold=-0.53299999999999992 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023741208726771889 0.0084640454216128869 0.00053878788487037499 leaf_weight=3.0061094371194477 51.201782971424109 87.838618865003809 leaf_count=145 862 1291 internal_value=0 0.00345803 internal_weight=0 139.04 internal_count=2298 2153 is_linear=0 shrinkage=0.0224292 Tree=4445 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=4.73423 4.3048 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046698817251855776 -0.00016114428161972364 9.4708401825127902e-05 leaf_weight=3.2359684084658502 14.097029813099651 128.65526912282803 leaf_count=145 550 1603 internal_value=0 6.94243e-05 internal_weight=0 142.752 internal_count=2298 2153 is_linear=0 shrinkage=0.000439788 Tree=4446 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=4.03735 7.10174 7.07585 threshold=-0.074459999999999985 -0.00363 0.25554500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019902901789482463 -0.00030264231145584462 4.7290404988384472e-05 -0.00036647289206765413 leaf_weight=48.855801745536155 13.048761263591585 79.186388993330183 4.6727470793994135 leaf_count=850 507 871 70 internal_value=0 -2.26792e-06 0.000149551 internal_weight=0 92.2352 53.5285 internal_count=2298 1378 920 is_linear=0 shrinkage=0.000439788 Tree=4447 num_leaves=3 num_cat=0 split_feature=456 403 split_gain=3.93455 4.64587 threshold=0.088355000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0091539492772441926 -0.015365971923208615 0.0049248037277621797 leaf_weight=13.019741323834749 5.7281023625982916 123.37060152391496 leaf_count=551 95 1652 internal_value=0 0.00357976 internal_weight=0 136.39 internal_count=2298 2203 is_linear=0 shrinkage=0.0224292 Tree=4448 num_leaves=3 num_cat=0 split_feature=11 1213 split_gain=3.68354 4.17452 threshold=0.081365000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015480229450079252 -0.012665906434006445 0.0022477269794639898 leaf_weight=7.0492838313657549 10.267070198489817 122.31125237726519 leaf_count=353 128 1810 internal_value=0 0.00127953 internal_weight=0 129.361 internal_count=2291 2163 is_linear=0 shrinkage=0.0224292 Tree=4449 num_leaves=4 num_cat=0 split_feature=475 1213 43 split_gain=3.57641 5.74245 2.30959 threshold=-0.08459499999999999 -1.0000000180025095e-35 -0.085524999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020513555415849977 -0.019748976168590528 0.002090280031590926 -0.025700075412351225 leaf_weight=2.331602475955151 6.3420380596071473 126.63925803660095 4.2415797400462898 leaf_count=44 351 1774 122 internal_value=0 0.00104605 -0.0158788 internal_weight=0 132.981 6.57318 internal_count=2291 2125 166 is_linear=0 shrinkage=0.0224292 Tree=4450 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=3.76545 4.29524 threshold=0.081365000000000007 -0.12229499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024293187039611875 -0.00024921661507572816 -3.8490281994589066e-06 leaf_weight=15.432894516794475 10.428289202507584 116.39846812198084 leaf_count=120 128 2043 internal_value=0 2.50715e-05 internal_weight=0 131.831 internal_count=2291 2163 is_linear=0 shrinkage=0.000439788 Tree=4451 num_leaves=3 num_cat=0 split_feature=11 403 split_gain=3.52221 3.90272 threshold=0.081365000000000007 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020809694117175656 -0.012398269832078736 -0.016951943682741537 leaf_weight=123.54347165599756 10.255215758486882 5.6494594356045118 leaf_count=1986 128 177 internal_value=0 0.0012463 internal_weight=0 129.193 internal_count=2291 2163 is_linear=0 shrinkage=0.0224292 Tree=4452 num_leaves=4 num_cat=0 split_feature=1213 39 0 split_gain=4.11168 3.23003 2.89021 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.12562499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0088932764947816344 -0.017177901124036405 0.0026965873801241087 -0.024117137615276125 leaf_weight=1.7859361036680637 4.2324671200476578 127.12555988649547 5.1607642068120176 leaf_count=18 44 1895 347 internal_value=0 0.00205381 -0.0156293 internal_weight=0 131.358 6.9467 internal_count=2304 1939 365 is_linear=0 shrinkage=0.0224292 Tree=4453 num_leaves=4 num_cat=0 split_feature=1 48 457 split_gain=6.15846 8.22437 4.63031 threshold=0.08845500000000002 0.092805000000000012 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073831968361760146 0.0030729371483816151 0.016655830187051173 0.018563552507015788 leaf_weight=53.215205643427907 65.343677269935142 8.2539834525523457 11.384581523947416 leaf_count=1286 801 113 104 internal_value=0 -0.00415111 0.00537541 internal_weight=0 61.4692 76.7283 internal_count=2304 1399 905 is_linear=0 shrinkage=0.0224292 Tree=4454 num_leaves=4 num_cat=0 split_feature=1 48 457 split_gain=6.76778 7.69676 4.39317 threshold=0.08845500000000002 0.083830000000000002 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018012502369029552 6.4946969624879531e-05 0.00016422557690929241 0.00035775786837310665 leaf_weight=45.565584287964157 67.392267614515731 17.309189347361098 11.602947544539346 leaf_count=1202 801 197 104 internal_value=0 -8.53055e-05 0.000108032 internal_weight=0 62.8748 78.9952 internal_count=2304 1399 905 is_linear=0 shrinkage=0.000439788 Tree=4455 num_leaves=4 num_cat=0 split_feature=1 48 457 split_gain=5.90789 7.89785 4.49629 threshold=0.08845500000000002 0.083830000000000002 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090446660946905469 0.0030100322981078181 0.0089250548065187806 0.018343565248949673 leaf_weight=44.401695901586208 65.352252799872076 17.000886962996447 11.264641704037784 leaf_count=1202 801 197 104 internal_value=0 -0.00406806 0.00526846 internal_weight=0 61.4026 76.6169 internal_count=2304 1399 905 is_linear=0 shrinkage=0.0224292 Tree=4456 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.94782 4.91763 threshold=-0.41249499999999995 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026223524558410611 -0.00082142208062825097 0.012600443659169432 leaf_weight=3.4854545108973971 114.9140432397835 15.577261267811989 leaf_count=45 1994 228 internal_value=0 0.000782408 internal_weight=0 130.491 internal_count=2267 2222 is_linear=0 shrinkage=0.0224292 Tree=4457 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=4.7554 4.30099 threshold=-0.41249499999999995 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025780650991166585 0.007742240793793472 -0.0016128361595567542 leaf_weight=3.4663566192612043 33.133237285655923 97.218133959555416 leaf_count=45 317 1905 internal_value=0 0.00076586 internal_weight=0 130.351 internal_count=2267 2222 is_linear=0 shrinkage=0.0224292 Tree=4458 num_leaves=4 num_cat=0 split_feature=13 2 0 split_gain=4.58112 4.71692 4.39907 threshold=0.018575000000000005 0.084175000000000014 -0.076639999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010567197624944287 -9.7834048416871395e-05 -9.7275124864630564e-05 0.00027666126785968526 leaf_weight=30.981983068282716 8.8161615931312571 77.574689480250527 19.377290392178111 leaf_count=593 151 1318 205 internal_value=0 -3.93458e-05 0.000159569 internal_weight=0 108.557 28.1935 internal_count=2267 1911 356 is_linear=0 shrinkage=0.000439788 Tree=4459 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.57268 4.72345 threshold=-0.41249499999999995 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025346250707980147 -0.00081574427969677884 0.012394580374286744 leaf_weight=3.4488107562065116 114.92171029771271 15.427137633494565 leaf_count=45 1994 228 internal_value=0 0.000749319 internal_weight=0 130.349 internal_count=2267 2222 is_linear=0 shrinkage=0.0224292 Tree=4460 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.86839 7.04216 6.82059 threshold=0.077845000000000011 -0.012569999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6308157808992674e-06 -0.00015005137730654221 -0.00037910445229314695 0.00012817248956197591 leaf_weight=27.896944785490632 22.901298914512154 15.384924843863699 66.441543080436531 leaf_count=735 428 442 644 internal_value=0 -0.000140428 5.68384e-05 internal_weight=0 43.2819 89.3428 internal_count=2249 1177 1072 is_linear=0 shrinkage=0.000439788 Tree=4461 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.74181 7.16514 6.62881 threshold=0.077845000000000011 -0.012569999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.508852457227517e-06 -0.00014647631695118132 -0.00037942489425988132 0.00012746548993111136 leaf_weight=27.942299338479643 22.988419642031658 15.342582336314079 66.359486446075607 leaf_count=735 428 442 644 internal_value=0 -0.000138154 5.69665e-05 internal_weight=0 43.2849 89.3479 internal_count=2249 1177 1072 is_linear=0 shrinkage=0.000439788 Tree=4462 num_leaves=4 num_cat=0 split_feature=403 43 402 split_gain=5.58887 4.62825 0.0358049 threshold=0.093800000000000008 -0.15817999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011983706495454476 -0.025671023066551623 -0.0010800689955969736 -0.020958399489809633 leaf_weight=15.554749449307563 2.547060308919753 110.01956181024434 2.5359850019449368 leaf_count=155 61 1921 112 internal_value=0 0.000539702 -0.0234071 internal_weight=0 125.574 5.08305 internal_count=2249 2076 173 is_linear=0 shrinkage=0.0224292 Tree=4463 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.89005 7.21911 6.77675 threshold=0.077845000000000011 -0.012569999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3760965219144002e-06 -0.00014792324516488798 -0.00038040876024235534 0.00012886369858059092 leaf_weight=28.073826421445119 23.003553555288818 15.467326937941833 66.597081698419061 leaf_count=735 428 442 644 internal_value=0 -0.000139354 5.77866e-05 internal_weight=0 43.5412 89.6006 internal_count=2249 1177 1072 is_linear=0 shrinkage=0.000439788 Tree=4464 num_leaves=4 num_cat=0 split_feature=52 160 155 split_gain=5.41604 4.81504 0.301564 threshold=-0.42890999999999996 0.11182000000000002 0.11814000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048436327309034349 3.6789806314986441e-05 -0.00040168806375087332 -0.00025659417680976547 leaf_weight=4.0083106921229037 124.2529959434396 5.0212727644538964 1.6670601508812977 leaf_count=158 1913 90 67 internal_value=0 1.97016e-05 -0.000418544 internal_weight=0 129.274 5.67537 internal_count=2228 2003 225 is_linear=0 shrinkage=0.000439788 Tree=4465 num_leaves=4 num_cat=0 split_feature=52 160 155 split_gain=5.28072 4.9695 0.302422 threshold=-0.42890999999999996 0.11182000000000002 0.11814000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024704804066719918 0.0019229058638144474 -0.020982106469583619 -0.012931273151336894 leaf_weight=3.913027363450964 122.20642641031736 4.9394532854494164 1.6260428858222438 leaf_count=158 1913 90 67 internal_value=0 0.00103006 -0.0213049 internal_weight=0 127.146 5.53907 internal_count=2228 2003 225 is_linear=0 shrinkage=0.0224292 Tree=4466 num_leaves=4 num_cat=0 split_feature=52 2 155 split_gain=5.34915 4.34886 0.309772 threshold=-0.42890999999999996 0.084175000000000014 0.11814000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048318692449817726 0.00014371467085592284 -3.1755311829083561e-05 -0.00025385855775886788 leaf_weight=3.9570742440409949 38.964386915671639 91.280580510654545 1.7029675212688742 leaf_count=158 609 1394 67 internal_value=0 2.07521e-05 -0.000415273 internal_weight=0 130.245 5.66004 internal_count=2228 2003 225 is_linear=0 shrinkage=0.000439788 Tree=4467 num_leaves=4 num_cat=0 split_feature=52 2 155 split_gain=5.25749 4.62905 0.298036 threshold=-0.42890999999999996 0.084175000000000014 0.11814000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048281635619452955 0.00014557867727161921 -3.5511168550060694e-05 -0.00025564763585702606 leaf_weight=3.9267740119539658 38.882624106132425 91.543187677503738 1.6661589740542693 leaf_count=158 609 1394 67 internal_value=0 1.84889e-05 -0.000416242 internal_weight=0 130.426 5.59293 internal_count=2228 2003 225 is_linear=0 shrinkage=0.000439788 Tree=4468 num_leaves=4 num_cat=0 split_feature=1 157 16 split_gain=6.25899 5.39028 0.913713 threshold=0.13539000000000004 -0.084489999999999996 -0.065229999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022479837240806815 0.025699914703394285 -0.00057197621702866563 0.011023508405080791 leaf_weight=5.9083354488393516 4.1512010631849989 120.69153491206816 4.4750506746349838 leaf_count=180 96 1958 47 internal_value=0 -0.00159764 0.0181274 internal_weight=0 126.6 8.62625 internal_count=2281 2138 143 is_linear=0 shrinkage=0.0224292 Tree=4469 num_leaves=4 num_cat=0 split_feature=1 157 52 split_gain=6.44368 5.20437 1.29913 threshold=0.13539000000000004 -0.084489999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043056280550110419 0.00017310393100038976 -1.0561662227598914e-05 0.00051360044513961724 leaf_weight=5.9650607478106386 4.0086903484771028 122.92709937946347 4.7731267154449579 leaf_count=180 53 1958 90 internal_value=0 -3.006e-05 0.000358885 internal_weight=0 128.892 8.78182 internal_count=2281 2138 143 is_linear=0 shrinkage=0.000439788 Tree=4470 num_leaves=4 num_cat=0 split_feature=1 157 52 split_gain=6.05202 5.20096 1.33027 threshold=0.13539000000000004 -0.084489999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022169076908267419 0.0082533107788663462 -0.00055850607688159404 0.02607228189902289 leaf_weight=5.8560691778839091 3.9102904924657196 120.73180514702108 4.6178629078203794 leaf_count=180 53 1958 90 internal_value=0 -0.00156142 0.0179387 internal_weight=0 126.588 8.52815 internal_count=2281 2138 143 is_linear=0 shrinkage=0.0224292 Tree=4471 num_leaves=4 num_cat=0 split_feature=1 157 52 split_gain=5.84259 5.02043 1.31554 threshold=0.13539000000000004 -0.084489999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021867720908464169 0.0081034736045776448 -0.00054599408379223254 0.02590851599643584 leaf_weight=5.8044655206031157 3.8938083592802286 120.7290005601244 4.5437810927978699 leaf_count=180 53 1958 90 internal_value=0 -0.00152724 0.0177286 internal_weight=0 126.533 8.43759 internal_count=2281 2138 143 is_linear=0 shrinkage=0.0224292 Tree=4472 num_leaves=4 num_cat=0 split_feature=1 13 43 split_gain=5.6182 4.31331 2.29056 threshold=0.12337000000000002 -0.47365999999999991 -0.040439999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017015067836021906 0.027504083949345868 -0.0023903883795944403 0.0075353896964541279 leaf_weight=6.0463480907492331 4.2350122680072664 115.29169650305994 9.0825966981356014 leaf_count=23 88 2029 130 internal_value=0 -0.00142088 0.0139157 internal_weight=0 121.338 13.3176 internal_count=2270 2052 218 is_linear=0 shrinkage=0.0224292 Tree=4473 num_leaves=4 num_cat=0 split_feature=1 13 3 split_gain=5.68302 4.39057 2.01899 threshold=0.12337000000000002 -0.47365999999999991 0.11535000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033618843126261683 0.00043258924659951478 -4.5694723134333941e-05 9.3138294806170092e-05 leaf_weight=6.1073510390706351 7.1739708561217395 117.58907502509828 6.4330643794964999 leaf_count=23 114 2029 104 internal_value=0 -2.67908e-05 0.000272461 internal_weight=0 123.696 13.607 internal_count=2270 2052 218 is_linear=0 shrinkage=0.000439788 Tree=4474 num_leaves=4 num_cat=0 split_feature=1 13 43 split_gain=5.61109 4.29441 2.17731 threshold=0.12337000000000002 -0.47365999999999991 -0.040439999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033203191624169519 0.00052835688578354916 -4.7174961485010145e-05 0.00014905904840807564 leaf_weight=6.0568482587113968 4.2833953176741479 117.09518017739174 9.2331561914761533 leaf_count=23 88 2029 130 internal_value=0 -2.84763e-05 0.000269834 internal_weight=0 123.152 13.5166 internal_count=2270 2052 218 is_linear=0 shrinkage=0.000439788 Tree=4475 num_leaves=4 num_cat=0 split_feature=1 13 43 split_gain=5.39932 4.15418 2.22362 threshold=0.12337000000000002 -0.47365999999999991 -0.040439999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016786363568156711 0.027145917792325759 -0.0023364258645506182 0.0073985121343484728 leaf_weight=5.9938061186112455 4.1945002615102558 115.34608445412596 9.0579945440986176 leaf_count=23 88 2029 130 internal_value=0 -0.00138933 0.0136788 internal_weight=0 121.34 13.2525 internal_count=2270 2052 218 is_linear=0 shrinkage=0.0224292 Tree=4476 num_leaves=4 num_cat=0 split_feature=151 43 49 split_gain=5.59782 5.07351 4.59036 threshold=-0.077429999999999985 -0.075714999999999991 -0.014099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033204700459895162 8.9139984301402688e-05 -0.00011217311897559119 -3.5356064987799449e-05 leaf_weight=15.644389807828704 36.109097844964708 73.408255047630519 11.332694741402518 leaf_count=150 645 1297 171 internal_value=0 -4.5794e-05 0.00017779 internal_weight=0 109.517 26.9771 internal_count=2263 1942 321 is_linear=0 shrinkage=0.000439788 Tree=4477 num_leaves=4 num_cat=0 split_feature=151 43 49 split_gain=5.52792 4.97959 4.56091 threshold=-0.077429999999999985 -0.075714999999999991 -0.014099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033188657496434907 8.9680249188887049e-05 -0.00010892971450087169 -3.3381036491806577e-05 leaf_weight=15.704780889675023 36.455872315760644 73.843129865141236 11.403679588693192 leaf_count=150 645 1297 171 internal_value=0 -4.32813e-05 0.000178315 internal_weight=0 110.299 27.1085 internal_count=2263 1942 321 is_linear=0 shrinkage=0.000439788 Tree=4478 num_leaves=4 num_cat=0 split_feature=151 43 49 split_gain=5.54121 5.09367 4.60252 threshold=-0.077429999999999985 -0.075714999999999991 -0.014099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033135098578117848 8.9197538024406988e-05 -0.00011206435801867954 -3.5859739358955573e-05 leaf_weight=15.641153308795767 36.30710954117967 73.589251625133329 11.406825741476494 leaf_count=150 645 1297 171 internal_value=0 -4.55683e-05 0.000176573 internal_weight=0 109.896 27.048 internal_count=2263 1942 321 is_linear=0 shrinkage=0.000439788 Tree=4479 num_leaves=4 num_cat=0 split_feature=151 43 49 split_gain=5.67828 5.01828 4.41956 threshold=-0.077429999999999985 -0.075714999999999991 -0.014099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033309483744164601 9.0736069795640181e-05 -0.00010941757844148254 -2.7417653887160569e-05 leaf_weight=15.668422569404358 36.189546940870059 73.211233284528134 11.320260796666842 leaf_count=150 645 1297 171 internal_value=0 -4.32029e-05 0.000181967 internal_weight=0 109.401 26.9887 internal_count=2263 1942 321 is_linear=0 shrinkage=0.000439788 Tree=4480 num_leaves=4 num_cat=0 split_feature=403 1 42 split_gain=5.33566 4.7518 0.165668 threshold=0.093800000000000008 0.13130500000000003 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1035924210832874e-06 -0.00033184002880697419 0.00031742890236868338 -0.00049777337735345541 leaf_weight=121.3166494784964 2.1877197580761267 9.5737018424551916 3.0965003904420882 leaf_count=1909 100 142 80 internal_value=0 1.94571e-05 -0.000430517 internal_weight=0 130.89 5.28422 internal_count=2231 2051 180 is_linear=0 shrinkage=0.000439788 Tree=4481 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=5.26665 4.93963 0.158725 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2773914797321807e-06 -0.00033334465554433351 0.00031994392870083081 -0.00049690092793953141 leaf_weight=120.28644865905517 2.1616901243687598 9.682463903562164 3.0776899933116511 leaf_count=1956 100 95 80 internal_value=0 1.8069e-05 -0.000430875 internal_weight=0 129.969 5.23938 internal_count=2231 2051 180 is_linear=0 shrinkage=0.000439788 Tree=4482 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=5.2707 4.7452 0.159836 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3011961699584582e-06 -0.00033145453659575813 0.00031585062356220221 -0.00049503779682929833 leaf_weight=121.05064316368225 2.1886444807751095 9.7159740914357808 3.0591853088699281 leaf_count=1956 100 95 80 internal_value=0 2.04545e-05 -0.000428263 internal_weight=0 130.767 5.24783 internal_count=2231 2051 180 is_linear=0 shrinkage=0.000439788 Tree=4483 num_leaves=4 num_cat=0 split_feature=403 403 42 split_gain=5.22344 4.95221 0.172492 threshold=0.093800000000000008 0.03138500000000001 0.053225000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7504281747884718e-06 -0.00032643449187974176 0.00032244280427934466 -0.00049660617021986286 leaf_weight=120.74932808557787 2.1392595662618978 9.6438678540289384 3.0818898474099115 leaf_count=1956 100 95 80 internal_value=0 1.94924e-05 -0.000428325 internal_weight=0 130.393 5.22115 internal_count=2231 2051 180 is_linear=0 shrinkage=0.000439788 Tree=4484 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.92117 4.89528 threshold=-0.094929999999999987 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02500044372229367 -0.0012868162678596408 0.014496480419239573 leaf_weight=4.0476347757503381 115.15421207848703 10.794881321839055 leaf_count=42 2124 84 internal_value=0 6.79349e-05 internal_weight=0 125.949 internal_count=2250 2208 is_linear=0 shrinkage=0.0224292 Tree=4485 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.58254 4.8627 threshold=-0.094929999999999987 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047024226083047289 -2.5519085682518752e-05 0.00028178389308270834 leaf_weight=4.1086389790289095 117.44313454517396 10.862920792540534 leaf_count=42 2124 84 internal_value=0 5.36502e-07 internal_weight=0 128.306 internal_count=2250 2208 is_linear=0 shrinkage=0.000439788 Tree=4486 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.68741 4.69712 threshold=-0.094929999999999987 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024372376314184808 -0.0012583218966422099 0.014231839094578029 leaf_weight=4.0571353714913121 115.19272586204897 10.749352692393584 leaf_count=42 2124 84 internal_value=0 6.5744e-05 internal_weight=0 125.942 internal_count=2250 2208 is_linear=0 shrinkage=0.0224292 Tree=4487 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.33471 4.69527 threshold=-0.094929999999999987 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045592169668763773 -2.3925251037430903e-05 0.00027736214849374607 leaf_weight=4.1135696284472933 117.77104156884889 10.913769633974878 leaf_count=42 2124 84 internal_value=0 1.66431e-06 internal_weight=0 128.685 internal_count=2250 2208 is_linear=0 shrinkage=0.000439788 Tree=4488 num_leaves=4 num_cat=0 split_feature=133 15 16 split_gain=5.71051 4.10501 0.435368 threshold=0.13396500000000003 -0.24297999999999997 -0.067914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028034302176004283 -0.00038390834439879396 -8.8981076684368156e-06 -0.00067882098818631295 leaf_weight=10.249575322843155 3.3379365909495391 125.19664217822719 1.4410468891728658 leaf_count=172 170 1872 66 internal_value=0 1.3026e-05 -0.000475183 internal_weight=0 135.446 4.77898 internal_count=2280 2044 236 is_linear=0 shrinkage=0.000439788 Tree=4489 num_leaves=4 num_cat=0 split_feature=133 15 16 split_gain=6.54873 4.40693 0.680855 threshold=0.14391000000000001 -0.24297999999999997 -0.07095499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028888279637579909 -0.0003864816644765275 -7.8254756614831023e-06 -0.00074418192240255398 leaf_weight=10.464709811960345 3.4141623881296255 126.5797906874941 1.5275622364715662 leaf_count=172 156 1875 77 internal_value=0 1.48682e-05 -0.000499491 internal_weight=0 137.045 4.94172 internal_count=2280 2047 233 is_linear=0 shrinkage=0.000439788 Tree=4490 num_leaves=4 num_cat=0 split_feature=133 15 16 split_gain=5.74079 3.8831 0.453316 threshold=0.13396500000000003 -0.24297999999999997 -0.069994999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014246885996455684 -0.019628149139207674 -0.00032155102766788746 -0.035045716970159929 leaf_weight=9.9333681961870735 3.1650645875488408 122.39303425260005 1.455467080028028 leaf_count=172 164 1872 72 internal_value=0 0.000773958 -0.0246089 internal_weight=0 132.326 4.62053 internal_count=2280 2044 236 is_linear=0 shrinkage=0.0224292 Tree=4491 num_leaves=4 num_cat=0 split_feature=133 2 16 split_gain=5.70441 3.97737 0.441599 threshold=0.13396500000000003 0.14816000000000004 -0.069404999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4007268408022274e-07 -0.00038129959943760316 0.00040419356294273221 -0.00067841907853931555 leaf_weight=130.30846712207858 3.3212011352879927 4.8822689438820808 1.4406308218312904 leaf_count=1960 168 84 68 internal_value=0 1.5269e-05 -0.000473539 internal_weight=0 135.191 4.76183 internal_count=2280 2044 236 is_linear=0 shrinkage=0.000439788 Tree=4492 num_leaves=4 num_cat=0 split_feature=151 133 3 split_gain=5.95728 5.11178 4.02571 threshold=-0.08718999999999999 0.14391000000000001 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030260424431898959 -0.0014498501816912451 -0.026205355959300989 0.018262150773555384 leaf_weight=6.808096396795011 110.09385552750609 4.3435454175923942 12.959815828711724 leaf_count=109 1855 229 88 internal_value=0 -0.00239368 0.0109346 internal_weight=0 114.437 19.7679 internal_count=2281 2084 197 is_linear=0 shrinkage=0.0224292 Tree=4493 num_leaves=4 num_cat=0 split_feature=151 133 49 split_gain=5.71233 4.98907 3.45541 threshold=-0.08718999999999999 0.14391000000000001 -0.074329999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023823568516066932 -0.0014173539258236644 -0.026083208798058817 0.003988448736915653 leaf_weight=6.6780478272121426 110.09253834801348 4.2669634524791027 13.014148201764327 leaf_count=42 1855 229 155 internal_value=0 -0.00234188 0.0107315 internal_weight=0 114.36 19.6922 internal_count=2281 2084 197 is_linear=0 shrinkage=0.0224292 Tree=4494 num_leaves=4 num_cat=0 split_feature=151 133 3 split_gain=5.48002 4.86788 3.9064 threshold=-0.08718999999999999 0.14391000000000001 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032209394104543731 -0.0013855851101238596 -0.025956109123702015 0.017811168800508221 leaf_weight=6.7844522671512122 110.09130595682655 4.1926190897065672 12.823194199823773 leaf_count=109 1855 229 88 internal_value=0 -0.00229116 0.0105378 internal_weight=0 114.284 19.6076 internal_count=2281 2084 197 is_linear=0 shrinkage=0.0224292 Tree=4495 num_leaves=4 num_cat=0 split_feature=151 133 3 split_gain=5.40765 4.95979 3.95724 threshold=-0.08718999999999999 0.14391000000000001 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3882067156612474e-05 -2.4989629973418928e-05 -0.00050097667432759776 0.00034725297271296106 leaf_weight=6.9250804877810905 112.48521442402853 4.3807494861830483 13.034025201573966 leaf_count=109 1855 229 88 internal_value=0 -4.2911e-05 0.000204679 internal_weight=0 116.866 19.9591 internal_count=2281 2084 197 is_linear=0 shrinkage=0.000439788 Tree=4496 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=5.49517 5.49216 1.9406 threshold=0.12212000000000002 0.11289000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085174159957513036 0.022280274180560052 -0.0251977204758192 0.0057476187570774636 leaf_weight=116.13056799011974 6.1501331442850633 4.8373244758113279 8.5276762930443493 leaf_count=1927 151 153 79 internal_value=0 -0.00182912 0.0126949 internal_weight=0 120.968 14.6778 internal_count=2310 2080 230 is_linear=0 shrinkage=0.0224292 Tree=4497 num_leaves=3 num_cat=0 split_feature=3 11 split_gain=4.70617 3.32473 threshold=0.18307500000000002 0.081365000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.3523485087019332e-05 0.01997862345193839 -0.013723613669618122 leaf_weight=120.22336941128015 5.5295018759788936 9.7126919598958903 leaf_count=2074 109 127 internal_value=0 -0.00111424 internal_weight=0 129.936 internal_count=2310 2201 is_linear=0 shrinkage=0.0224292 Tree=4498 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=5.44857 5.44792 2.01427 threshold=0.12212000000000002 0.11289000000000002 0.14122000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6761220401832308e-05 0.00012199539852497283 -0.00049042583618447036 0.00045745085630219921 leaf_weight=118.18799244992988 9.3969596353708749 4.8718685224885112 5.481760748079977 leaf_count=1927 138 153 92 internal_value=0 -3.55865e-05 0.000246015 internal_weight=0 123.06 14.8787 internal_count=2310 2080 230 is_linear=0 shrinkage=0.000439788 Tree=4499 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=5.63505 5.50145 1.89112 threshold=0.12212000000000002 0.11289000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5482583155802031e-05 0.00043553558481666094 -0.00049030216228432635 0.00011811168765575934 leaf_weight=118.30676291180134 6.2553184913122086 4.8967176967416881 8.6626118305139226 leaf_count=1927 151 153 79 internal_value=0 -3.44273e-05 0.000251599 internal_weight=0 123.203 14.9179 internal_count=2310 2080 230 is_linear=0 shrinkage=0.000439788 Tree=4500 num_leaves=4 num_cat=0 split_feature=52 484 158 split_gain=6.79185 4.62399 4.2403 threshold=0.18829500000000002 0.085515000000000022 -0.23660499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022275275803733082 0.0044710902059347333 0.01346354574447744 -0.029589276175537648 leaf_weight=108.86198995794985 2.6774716502986848 15.091006616887169 5.8193824432819365 leaf_count=1826 69 196 170 internal_value=0 0.00183662 -0.0188704 internal_weight=0 123.953 8.49685 internal_count=2261 2022 239 is_linear=0 shrinkage=0.0224292 Tree=4501 num_leaves=4 num_cat=0 split_feature=52 484 158 split_gain=6.56924 4.43009 4.16369 threshold=0.18829500000000002 0.085515000000000022 -0.23660499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021775716283588761 0.004372615720331343 0.013189902976239527 -0.029482384225570427 leaf_weight=108.86213952949038 2.6768019025912508 15.059348755050449 5.7107782503881008 leaf_count=1826 69 196 170 internal_value=0 0.00179596 -0.0186925 internal_weight=0 123.921 8.38758 internal_count=2261 2022 239 is_linear=0 shrinkage=0.0224292 Tree=4502 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=6.50798 4.18695 4.11256 threshold=0.18829500000000002 0.14114500000000005 -0.23660499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.711235868604982e-05 7.9686924254539557e-05 0.00044002777633575123 -0.00057505248442929718 leaf_weight=121.54858171731757 2.7285055235261098 4.6839008820243171 5.7522448654271994 leaf_count=1995 69 27 170 internal_value=0 3.2869e-05 -0.000364698 internal_weight=0 126.232 8.48075 internal_count=2261 2022 239 is_linear=0 shrinkage=0.000439788 Tree=4503 num_leaves=4 num_cat=0 split_feature=52 484 158 split_gain=6.35252 4.24201 4.08775 threshold=0.18829500000000002 0.085515000000000022 -0.23660499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021125369476918994 0.0042703606757167568 0.012914469949984983 -0.029373877352516051 leaf_weight=108.90275839196693 2.6771694003837183 15.033105722512117 5.6047891175985551 leaf_count=1826 69 196 170 internal_value=0 0.00175387 -0.0185135 internal_weight=0 123.936 8.28196 internal_count=2261 2022 239 is_linear=0 shrinkage=0.0224292 Tree=4504 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=3.20131 9.43192 5.11432 threshold=0.077765000000000015 -1.0000000180025095e-35 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033917640075413144 2.5196586021001908e-05 5.910094028388862e-05 0.0004067860755803803 leaf_weight=17.800753739393258 84.11015980404045 32.417470838059671 7.371465478965546 leaf_count=581 968 635 113 internal_value=0 -8.21509e-05 5.6023e-05 internal_weight=0 50.2182 91.4816 internal_count=2297 1216 1081 is_linear=0 shrinkage=0.000439788 Tree=4505 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=3.14941 9.42967 7.20042 threshold=-0.082084999999999977 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042444053978906159 -0.0002359690836790895 5.4373038628840628e-05 0.00019015700656462204 leaf_weight=4.1430551069206549 30.45116586106451 74.600236573198345 32.327813521871576 leaf_count=117 887 836 457 internal_value=0 -2.98158e-05 0.000120154 internal_weight=0 105.051 36.4709 internal_count=2297 1723 574 is_linear=0 shrinkage=0.000439788 Tree=4506 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=3.2166 8.63098 7.28904 threshold=-0.082084999999999977 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022012268654958155 -0.011770480448244114 0.002547737955980576 0.0098281172478710457 leaf_weight=4.0638519723433992 29.802216770171071 73.066950727370568 31.727073920235853 leaf_count=117 887 836 457 internal_value=0 -0.00160181 0.00620302 internal_weight=0 102.869 35.7909 internal_count=2297 1723 574 is_linear=0 shrinkage=0.0224292 Tree=4507 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.13312 4.31292 threshold=-0.085909999999999986 0.092070000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016177005438255856 0.00035711253392432113 0.02332877259350594 leaf_weight=5.485655643278732 128.69251937108493 4.2282717867055899 leaf_count=56 2193 48 internal_value=0 0.0010911 internal_weight=0 132.921 internal_count=2297 2241 is_linear=0 shrinkage=0.0224292 Tree=4508 num_leaves=4 num_cat=0 split_feature=0 15 16 split_gain=5.10355 7.89306 5.59413 threshold=-0.12851999999999997 0.088235000000000022 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2770847216315966e-06 -0.00014456478398827555 0.00015239421334529719 0.00032548310493028983 leaf_weight=30.104581852356205 66.139387904942851 23.429818581658765 15.771547366399316 leaf_count=233 1473 497 92 internal_value=0 -6.68693e-05 0.00011348 internal_weight=0 89.5692 45.8761 internal_count=2295 1970 325 is_linear=0 shrinkage=0.000439788 Tree=4509 num_leaves=4 num_cat=0 split_feature=0 15 157 split_gain=4.707 8.24983 5.71638 threshold=-0.12851999999999997 0.088235000000000022 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020965855326944231 -0.0073888635024737951 0.0082463546314374882 0.0014678300025526539 leaf_weight=9.5815737376105954 64.87913007287716 22.974165364663349 35.678398931704578 leaf_count=35 1473 497 290 internal_value=0 -0.00329926 0.00560268 internal_weight=0 87.8533 45.26 internal_count=2295 1970 325 is_linear=0 shrinkage=0.0224292 Tree=4510 num_leaves=4 num_cat=0 split_feature=0 15 16 split_gain=5.03351 7.60818 5.52524 threshold=-0.12851999999999997 0.088235000000000022 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2695872456514827e-06 -0.00014277923710353027 0.0001487035141369191 0.00032393748153310571 leaf_weight=30.102045029576402 66.190714797798137 23.438219113711966 15.703856054838978 leaf_count=233 1473 497 92 internal_value=0 -6.65402e-05 0.000112638 internal_weight=0 89.6289 45.8059 internal_count=2295 1970 325 is_linear=0 shrinkage=0.000439788 Tree=4511 num_leaves=4 num_cat=0 split_feature=0 15 16 split_gain=4.8768 7.35325 5.50032 threshold=-0.12851999999999997 0.088235000000000022 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6740735896886082e-07 -0.00014054910394475933 0.00014542694089220138 0.00032165816688985708 leaf_weight=30.090938233945053 66.361279403172375 23.546230338310124 15.684498626695129 leaf_count=233 1473 497 92 internal_value=0 -6.56387e-05 0.000110674 internal_weight=0 89.9075 45.7754 internal_count=2295 1970 325 is_linear=0 shrinkage=0.000439788 Tree=4512 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.44127 11.3573 5.3999 threshold=-0.078904999999999989 -0.09113499999999998 0.083935000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031923443451590946 0.013358408950568933 -0.018237298863579773 0.00050277907038992508 leaf_weight=36.671345965449291 22.973032601003069 18.807471843363601 57.66059367210255 leaf_count=468 301 791 709 internal_value=0 -0.00407614 0.00416773 internal_weight=0 55.4788 80.6336 internal_count=2269 1259 1010 is_linear=0 shrinkage=0.0224292 Tree=4513 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.25334 11.0091 5.15942 threshold=-0.078904999999999989 -0.09113499999999998 0.083935000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003121417848174208 0.013057175884156535 -0.018071533907126819 0.00049154733873353889 leaf_weight=36.663928724592552 22.976276437460911 18.557294030164485 57.655790963763138 leaf_count=468 301 791 709 internal_value=0 -0.00400434 0.00407439 internal_weight=0 55.2212 80.6321 internal_count=2269 1259 1010 is_linear=0 shrinkage=0.0224292 Tree=4514 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.60717 11.1512 4.84824 threshold=-0.078904999999999989 -0.10075499999999998 0.083935000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7159226331066178e-05 0.00024533650890566226 -0.00032006765409274394 9.5907047245848806e-06 leaf_weight=33.255990447665681 23.597851900558453 23.18194995837257 59.090118174965028 leaf_count=327 301 932 709 internal_value=0 -8.60552e-05 7.691e-05 internal_weight=0 56.4379 82.688 internal_count=2269 1259 1010 is_linear=0 shrinkage=0.000439788 Tree=4515 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.65776 11.2748 4.92043 threshold=-0.078904999999999989 -0.10075499999999998 0.083935000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9024977010504422e-05 0.00024885602801578304 -0.00031958258694179064 1.1411415320004995e-05 leaf_weight=33.449823395712883 23.594244666572195 23.248628803987231 59.200856463881792 leaf_count=327 301 932 709 internal_value=0 -8.44726e-05 7.91181e-05 internal_weight=0 56.6985 82.7951 internal_count=2269 1259 1010 is_linear=0 shrinkage=0.000439788 Tree=4516 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=5.88918 9.17964 6.49077 threshold=-0.063379999999999978 -0.00051499999999999994 0.10605000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0082626385546539036 -0.022627880032248075 -0.00059715940127781707 -0.022103668302990633 leaf_weight=49.456199713022215 10.890040843965833 74.446952179729124 3.7959026282187542 leaf_count=950 455 821 66 internal_value=0 -0.00341298 0.00609093 internal_weight=0 85.337 53.2521 internal_count=2292 1276 1016 is_linear=0 shrinkage=0.0224292 Tree=4517 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=5.63419 8.9239 6.37072 threshold=-0.063379999999999978 -0.00051499999999999994 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054198744291111887 -0.022439720260457038 -0.00058372831705481203 0.015219567174773572 leaf_weight=31.27982652533683 10.736948903446317 74.452070695522707 21.935788362548919 leaf_count=674 455 821 342 internal_value=0 -0.0033428 0.00595815 internal_weight=0 85.189 53.2156 internal_count=2292 1276 1016 is_linear=0 shrinkage=0.0224292 Tree=4518 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=5.39543 8.67304 6.21 threshold=-0.063379999999999978 -0.00051499999999999994 0.10605000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079550922896518515 -0.022248892441936202 -0.00057060056011032844 -0.021883769160834253 leaf_weight=49.353962116976618 10.588006306905298 74.45707763460814 3.7589607549598432 leaf_count=950 455 821 66 internal_value=0 -0.00327391 0.0058362 internal_weight=0 85.0451 53.1129 internal_count=2292 1276 1016 is_linear=0 shrinkage=0.0224292 Tree=4519 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=5.16147 8.42703 6.11054 threshold=-0.063379999999999978 -0.00051499999999999994 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006445158455240256 -0.02205540860414508 -0.00055776848729269821 0.01482058817582789 leaf_weight=31.284282202475879 10.443138581671517 74.461975590354996 21.794916863524122 leaf_count=674 455 821 342 internal_value=0 -0.00320629 0.00570868 internal_weight=0 84.9051 53.0792 internal_count=2292 1276 1016 is_linear=0 shrinkage=0.0224292 Tree=4520 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=4.63813 7.8909 5.34158 threshold=0.092660000000000006 0.10160500000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045447118070314589 0.038874413894816058 -0.0021702986400741202 0.0053389289552986463 leaf_weight=84.254856224812102 3.9921586804557574 5.7068957380251959 40.82032093295129 leaf_count=1624 26 161 478 internal_value=0 0.014767 -0.0013187 internal_weight=0 9.69905 125.075 internal_count=2289 187 2102 is_linear=0 shrinkage=0.0224292 Tree=4521 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=4.42831 7.49483 5.11087 threshold=0.092660000000000006 0.10160500000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044458362853758548 0.037833152161664482 -0.0021241067004823494 0.0052292350115950301 leaf_weight=84.197966195453773 4.0103398618521151 5.7007036655559205 40.743123045889661 leaf_count=1624 26 161 478 internal_value=0 0.0144188 -0.00129049 internal_weight=0 9.71104 124.941 internal_count=2289 187 2102 is_linear=0 shrinkage=0.0224292 Tree=4522 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=4.22887 7.1242 4.88999 threshold=0.092660000000000006 0.10160500000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0043490316005189563 0.036841627791412535 -0.002078846821650113 0.0051215685620777125 leaf_weight=84.142650452296948 4.0262284281779994 5.6946542804362252 40.667847341654124 leaf_count=1624 26 161 478 internal_value=0 0.014082 -0.00126285 internal_weight=0 9.72088 124.81 internal_count=2289 187 2102 is_linear=0 shrinkage=0.0224292 Tree=4523 num_leaves=4 num_cat=0 split_feature=1 131 3 split_gain=4.61846 6.026 2.73237 threshold=0.104035 0.085335000000000008 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0370966255605942e-05 0.00019564484422600919 -0.00047362454997104501 -3.702721101999874e-05 leaf_weight=89.184820600392413 27.774152923957445 6.3360607391805379 15.03884586895583 leaf_count=1546 331 241 171 internal_value=0 -5.98615e-05 0.000113934 internal_weight=0 95.5209 42.813 internal_count=2289 1787 502 is_linear=0 shrinkage=0.000439788 Tree=4524 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=3.93755 6.69677 3.00016 threshold=0.26753000000000005 -0.077944999999999987 -0.018054999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.351607523965479e-05 -0.00047464792442073503 0.00014800411830853915 -4.6895352862381422e-05 leaf_weight=80.458838728474802 6.2577028538507875 39.258500686992193 6.4195020687766355 leaf_count=1419 176 570 90 internal_value=0 -8.61691e-07 -0.000258438 internal_weight=0 119.717 12.6772 internal_count=2255 1989 266 is_linear=0 shrinkage=0.000439788 Tree=4525 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=3.90541 6.51057 3.00676 threshold=0.26753000000000005 -0.077944999999999987 -0.018054999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0785461099514847e-05 -0.00047165322227818354 0.00014676062503589217 -4.3821761632600466e-05 leaf_weight=80.66698480238847 6.265908172208583 39.679688279749826 6.4339711982756835 leaf_count=1419 176 570 90 internal_value=0 9.53894e-07 -0.000255298 internal_weight=0 120.347 12.6999 internal_count=2255 1989 266 is_linear=0 shrinkage=0.000439788 Tree=4526 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=3.92837 6.37667 2.96953 threshold=0.26753000000000005 -0.077944999999999987 -0.018054999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1073691057092994e-05 -0.00047306595935872896 0.00014481768639099704 -4.7087730157925331e-05 leaf_weight=80.654053821286652 6.2448859550640918 39.358159937197343 6.4077364956028742 leaf_count=1419 176 570 90 internal_value=0 -2.60061e-07 -0.000257731 internal_weight=0 120.012 12.6526 internal_count=2255 1989 266 is_linear=0 shrinkage=0.000439788 Tree=4527 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=3.71979 3.63757 threshold=-1.0000000180025095e-35 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017489494171923019 0.0055325687493811013 -0.0029167062735883449 leaf_weight=6.7595889973454168 36.345049126175581 86.843440807861043 leaf_count=95 519 1641 internal_value=0 -0.000423394 internal_weight=0 123.188 internal_count=2255 2160 is_linear=0 shrinkage=0.0224292 Tree=4528 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.8176 5.56409 threshold=0.25845500000000005 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026302948269936337 -0.018909503769499767 0.0023291324116883304 leaf_weight=3.4877092475071541 4.720430275599937 129.67129141422629 leaf_count=34 70 2156 internal_value=0 0.00157554 internal_weight=0 133.159 internal_count=2260 2190 is_linear=0 shrinkage=0.0224292 Tree=4529 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.65448 5.32148 threshold=0.25845500000000005 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025732546787567406 -0.018518967110870387 0.0022769053279031617 leaf_weight=3.4855081895366302 4.7123639435740179 129.67096356730326 leaf_count=34 70 2156 internal_value=0 0.00154015 internal_weight=0 133.156 internal_count=2260 2190 is_linear=0 shrinkage=0.0224292 Tree=4530 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=3.50177 10.2861 7.23988 threshold=0.084175000000000014 -0.13314999999999996 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.033188214969284105 -0.017947341497467451 0.0016765680586420821 0.00077595731393738712 leaf_weight=6.0635433301213189 11.845428602959144 36.391489284957061 83.558575670816936 leaf_count=37 433 634 1156 internal_value=0 0.00619004 -0.00155187 internal_weight=0 42.455 95.404 internal_count=2260 671 1589 is_linear=0 shrinkage=0.0224292 Tree=4531 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=3.49609 4.32115 threshold=0.25845500000000005 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0071320785084293655 -0.018149281369504632 -0.001406344458346019 leaf_weight=45.086443545209477 4.7038189547020002 87.959489388333168 leaf_count=813 70 1377 internal_value=0 0.00148775 internal_weight=0 133.046 internal_count=2260 2190 is_linear=0 shrinkage=0.0224292 Tree=4532 num_leaves=4 num_cat=0 split_feature=1213 52 4 split_gain=5.78972 4.86511 1.21664 threshold=-1.0000000180025095e-35 -0.11251499999999999 0.054875000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047827205753924623 -0.00015142585294252979 8.7413873666502734e-05 -2.1101138503340839e-05 leaf_weight=4.9706817328406023 19.356551714328816 110.99431915726018 1.4562869884539393 leaf_count=341 371 1522 27 internal_value=0 5.19302e-05 -0.000375051 internal_weight=0 130.351 6.42697 internal_count=2261 1893 368 is_linear=0 shrinkage=0.000439788 Tree=4533 num_leaves=4 num_cat=0 split_feature=1213 52 4 split_gain=5.4269 5.05882 1.18942 threshold=-1.0000000180025095e-35 -0.11251499999999999 0.053330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024433750348846369 -0.0080190194013340117 0.0045604454940447103 -0.0011618966405118293 leaf_weight=4.65134046706953 18.861016837618081 108.55424686393962 1.4497695742174981 leaf_count=340 371 1522 28 internal_value=0 0.00269741 -0.0189247 internal_weight=0 127.415 6.10111 internal_count=2261 1893 368 is_linear=0 shrinkage=0.0224292 Tree=4534 num_leaves=4 num_cat=0 split_feature=1213 52 4 split_gain=5.25668 4.8383 1.18241 threshold=-1.0000000180025095e-35 -0.11251499999999999 0.053330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024400523311371984 -0.0078486870219626713 0.0044601147741973454 -0.0011365419182745298 leaf_weight=4.5543253732612348 18.838790409936337 108.50759582851606 1.4493005366530267 leaf_count=340 371 1522 28 internal_value=0 0.00263833 -0.0188059 internal_weight=0 127.346 6.00363 internal_count=2261 1893 368 is_linear=0 shrinkage=0.0224292 Tree=4535 num_leaves=4 num_cat=0 split_feature=1213 52 4 split_gain=5.0917 4.62727 1.17533 threshold=-1.0000000180025095e-35 -0.11251499999999999 0.053330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024367533108133638 -0.0076816259827112796 0.0043619323134626445 -0.0011117317724232895 leaf_weight=4.4592995007988057 18.817431626463076 108.46241716189979 1.4488424402661619 leaf_count=340 371 1522 28 internal_value=0 0.00258049 -0.0186865 internal_weight=0 127.28 5.90814 internal_count=2261 1893 368 is_linear=0 shrinkage=0.0224292 Tree=4536 num_leaves=4 num_cat=0 split_feature=403 12 2 split_gain=3.8522 5.81998 4.65846 threshold=0.092660000000000006 0.084045000000000022 0.088635000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9336547436029813e-05 0.00055243275351726437 -0.00014381206038636453 -5.5255911377715211e-05 leaf_weight=70.055209812504472 4.9354996807523985 52.973893471025804 4.8009045464568771 leaf_count=719 95 1341 85 internal_value=0 -3.38388e-05 0.000253267 internal_weight=0 123.029 9.7364 internal_count=2240 2060 180 is_linear=0 shrinkage=0.000439788 Tree=4537 num_leaves=4 num_cat=0 split_feature=403 12 2 split_gain=4.28743 5.47779 4.77711 threshold=0.092660000000000006 0.084045000000000022 0.088635000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024032830764797522 0.029352848692083534 -0.0072514812257628708 -0.0022713990928131338 leaf_weight=68.851182934449753 4.8737008228199539 51.780393712193472 4.7171969954506494 leaf_count=719 95 1341 85 internal_value=0 -0.00174146 0.0138251 internal_weight=0 120.632 9.5909 internal_count=2240 2060 180 is_linear=0 shrinkage=0.0224292 Tree=4538 num_leaves=4 num_cat=0 split_feature=403 12 15 split_gain=4.07822 5.24315 4.55103 threshold=0.092660000000000006 0.084045000000000022 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023505478154019436 -0.0025245913679221477 -0.0071005374667605569 0.028271475100513376 leaf_weight=68.817764672130579 4.6525858324021083 51.696433378587244 4.9918504928937182 leaf_count=719 115 1341 65 internal_value=0 -0.00170412 0.0134395 internal_weight=0 120.514 9.64444 internal_count=2240 2060 180 is_linear=0 shrinkage=0.0224292 Tree=4539 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=3.60358 3.8942 2.45033 threshold=-0.40083999999999992 0.077765000000000015 -0.23812999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051437019379072298 -0.0055796689506105463 0.0029691982328866689 -0.026156030566125005 leaf_weight=1.7494075177237389 39.182934664335335 84.752109835069859 4.4126153812685507 leaf_count=43 1073 957 167 internal_value=0 0.000265971 -0.0172815 internal_weight=0 123.935 6.16202 internal_count=2240 2030 210 is_linear=0 shrinkage=0.0224292 Tree=4540 num_leaves=4 num_cat=0 split_feature=484 1 52 split_gain=5.80146 3.94472 2.06481 threshold=-0.0048499999999999993 0.13130500000000003 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046039812933212985 1.8682683105532817e-05 0.00031201098157277856 -4.2799191437091292e-05 leaf_weight=6.2915187888575002 120.29097063630616 9.5542894477839564 3.6011151887942106 leaf_count=288 1756 168 82 internal_value=0 4.03091e-05 -0.000308759 internal_weight=0 129.845 9.89263 internal_count=2294 1924 370 is_linear=0 shrinkage=0.000439788 Tree=4541 num_leaves=4 num_cat=0 split_feature=484 156 52 split_gain=5.74214 4.93912 2.05351 threshold=-0.0048499999999999993 0.091255000000000017 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023758458973877267 0.0031002170966660807 -0.016349348394086947 -0.002215931786228492 leaf_weight=6.1152083008346363 119.16066030511865 6.9326294498605412 3.5005755402962677 leaf_count=288 1748 176 82 internal_value=0 0.00202856 -0.0159359 internal_weight=0 126.093 9.61578 internal_count=2294 1924 370 is_linear=0 shrinkage=0.0224292 Tree=4542 num_leaves=4 num_cat=0 split_feature=484 156 52 split_gain=5.52652 4.73544 2.00824 threshold=-0.0048499999999999993 0.091255000000000017 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023519438704373039 0.0030309904355089448 -0.016050582878281133 -0.0021668160522393442 leaf_weight=6.0398520950475341 119.14908853955421 6.9039704244205486 3.5000674582552165 leaf_count=288 1748 176 82 internal_value=0 0.00198361 -0.0157054 internal_weight=0 126.053 9.53992 internal_count=2294 1924 370 is_linear=0 shrinkage=0.0224292 Tree=4543 num_leaves=4 num_cat=0 split_feature=484 156 52 split_gain=5.59202 4.48783 1.90264 threshold=-0.0048499999999999993 0.091255000000000017 -0.014034999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052214363932391757 5.6869944707789095e-05 -0.00030139007917368411 -0.00013146318228259482 leaf_weight=4.39425190599286 121.42578498925286 7.1427567197388262 5.3530198015796469 leaf_count=181 1748 176 189 internal_value=0 3.69246e-05 -0.000308266 internal_weight=0 128.569 9.74727 internal_count=2294 1924 370 is_linear=0 shrinkage=0.000439788 Tree=4544 num_leaves=4 num_cat=0 split_feature=43 47 13 split_gain=4.40695 5.69066 3.98547 threshold=-0.15648499999999999 0.10621500000000002 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021735049625864786 0.0010791431486200588 -0.016807696131480313 -0.00016351038099481879 leaf_weight=9.2287168736802432 105.65598161200614 9.7566221684683097 7.630403291725087 leaf_count=79 1967 128 100 internal_value=0 -0.000435484 0.0118348 internal_weight=0 115.413 16.8591 internal_count=2274 2095 179 is_linear=0 shrinkage=0.0224292 Tree=4545 num_leaves=4 num_cat=0 split_feature=43 131 13 split_gain=4.21558 5.45488 3.72496 threshold=-0.15648499999999999 0.094540000000000013 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041301043167573141 1.1261261564232771e-05 -0.0004692728855272196 8.1250311980535947e-08 leaf_weight=9.3006858716253209 112.71915664011613 4.742940943397115 7.7297367367427787 leaf_count=79 1893 202 100 internal_value=0 -8.21508e-06 0.000225801 internal_weight=0 117.462 17.0304 internal_count=2274 2095 179 is_linear=0 shrinkage=0.000439788 Tree=4546 num_leaves=3 num_cat=0 split_feature=1374 43 split_gain=4.32788 4.08617 threshold=0.089935000000000015 -0.082894999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0082168258035408576 -0.020027286135859922 -0.0006603703690451476 leaf_weight=36.5404739951191 4.6833963813260189 91.037767069894471 leaf_count=585 47 1642 internal_value=0 0.00188305 internal_weight=0 127.578 internal_count=2274 2227 is_linear=0 shrinkage=0.0224292 Tree=4547 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=4.14559 5.04588 threshold=0.089935000000000015 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000598194218757186 -0.019628227013722632 0.009997193026790278 leaf_weight=98.217235715528659 4.6719532501883796 29.354305928092799 leaf_count=1930 47 297 internal_value=0 0.00184094 internal_weight=0 127.572 internal_count=2274 2227 is_linear=0 shrinkage=0.0224292 Tree=4548 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=5.89067 4.33028 threshold=-0.40771999999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031694798211515017 0.0014065060916262678 -0.021770705174683457 leaf_weight=2.8717552702582898 127.7865243684937 4.1691026359330854 leaf_count=84 2145 72 internal_value=0 0.000671185 internal_weight=0 131.956 internal_count=2301 2217 is_linear=0 shrinkage=0.0224292 Tree=4549 num_leaves=4 num_cat=0 split_feature=16 48 4 split_gain=4.61057 10.2843 9.17872 threshold=-0.07192999999999998 0.091545000000000015 -0.0024349999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015917106158989752 -0.0083354971780143193 0.011716085262020714 -0.0020957111809905451 leaf_weight=22.483011742791859 56.942339342625928 16.605109581490979 38.708986190118594 leaf_count=591 1055 161 494 internal_value=0 -0.0038065 0.00452541 internal_weight=0 73.5474 61.192 internal_count=2301 1216 1085 is_linear=0 shrinkage=0.0224292 Tree=4550 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=5.70009 4.14269 threshold=-0.40771999999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031550484208236043 0.0013691578988083879 -0.021377632177677637 leaf_weight=2.8051936691917936 127.83360879219981 4.1397601420758283 leaf_count=84 2145 72 internal_value=0 0.000652644 internal_weight=0 131.973 internal_count=2301 2217 is_linear=0 shrinkage=0.0224292 Tree=4551 num_leaves=3 num_cat=0 split_feature=51 16 split_gain=5.55257 3.26706 threshold=-0.40771999999999992 -0.078844999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031439487824598586 0.0047054745944231178 -0.002423682242296883 leaf_weight=2.7526175656530532 56.659567220151075 75.280977095360868 leaf_count=84 961 1256 internal_value=0 0.000638048 internal_weight=0 131.941 internal_count=2301 2217 is_linear=0 shrinkage=0.0224292 Tree=4552 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=5.68832 7.45659 3.09306 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1074656353106338e-05 -0.00053516409988790109 0.00060479014522631883 -3.1660068238455114e-05 leaf_weight=121.32383811457839 5.2721695031068503 4.3667763751000157 4.2639062933158129 leaf_count=2003 228 21 44 internal_value=0 4.1443e-05 -0.000310543 internal_weight=0 125.691 9.53608 internal_count=2296 2024 272 is_linear=0 shrinkage=0.000439788 Tree=4553 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=5.63832 7.49769 3.07447 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011390045491923122 -0.027423351017362842 0.03112335309752164 -0.0015931809148374159 leaf_weight=119.03709618121502 5.153783307549018 4.329582253471016 4.2051166601013392 leaf_count=2003 228 21 44 internal_value=0 0.00219597 -0.0158443 internal_weight=0 123.367 9.3589 internal_count=2296 2024 272 is_linear=0 shrinkage=0.0224292 Tree=4554 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=5.43432 7.23541 3.0283 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011134897721400184 -0.027293350828714247 0.030688683474555209 -0.0015572904377806449 leaf_weight=119.03413881371671 5.0632991230668249 4.2931062737479797 4.205970371607691 leaf_count=2003 228 21 44 internal_value=0 0.00214761 -0.0156427 internal_weight=0 123.327 9.26927 internal_count=2296 2024 272 is_linear=0 shrinkage=0.0224292 Tree=4555 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=5.26105 6.94763 3.01137 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0567140741871287e-05 -0.00052915302316430303 0.00058857887376536158 -2.8706359920182311e-05 leaf_weight=121.15690130536677 5.0907166697434132 4.2942109983414403 4.2723766069393605 leaf_count=2003 228 21 44 internal_value=0 4.00969e-05 -0.000301322 internal_weight=0 125.451 9.36309 internal_count=2296 2024 272 is_linear=0 shrinkage=0.000439788 Tree=4556 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=4.67539 16.1901 5.84563 threshold=0.086380000000000012 -0.061994999999999995 -0.22665999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058986367882319691 -0.00044845958076881499 0.00034881079657262163 3.5742150290290945e-05 leaf_weight=3.7964329114183775 14.019131637061948 7.5727646928280583 105.52536699651682 leaf_count=13 219 58 1945 internal_value=0 -0.000168778 5.50848e-05 internal_weight=0 21.5919 109.322 internal_count=2235 277 1958 is_linear=0 shrinkage=0.000439788 Tree=4557 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=4.96728 15.9977 5.13953 threshold=0.086380000000000012 -0.061994999999999995 -0.17852999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054960673687954687 -0.0004508482856803573 0.00034423536997053156 4.0954582105321899e-05 leaf_weight=3.9693310586735597 13.925221770477949 7.524967446923255 104.90618408481532 leaf_count=14 219 58 1944 internal_value=0 -0.000171866 5.95919e-05 internal_weight=0 21.4502 108.876 internal_count=2235 277 1958 is_linear=0 shrinkage=0.000439788 Tree=4558 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=5.14282 15.8732 5.92811 threshold=0.086380000000000012 -0.061994999999999995 -0.22665999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059815855443689982 -0.00045390687827022181 0.00033925394493305761 3.8885593358274384e-05 leaf_weight=3.7794238682836285 13.961577162845062 7.4801674438640466 104.98447515600856 leaf_count=13 219 58 1945 internal_value=0 -0.000177149 5.84213e-05 internal_weight=0 21.4417 108.764 internal_count=2235 277 1958 is_linear=0 shrinkage=0.000439788 Tree=4559 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=4.25758 6.13935 4.51892 threshold=0.080930000000000016 -0.074459999999999985 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00620756161038953 -0.0012387752980958994 -0.0049082493789700558 0.019781366715083206 leaf_weight=39.994723684634664 9.3231375010218489 66.580491708882619 11.455981935432645 leaf_count=803 89 1241 102 internal_value=0 -0.000736429 0.0103576 internal_weight=0 106.575 20.7791 internal_count=2235 2044 191 is_linear=0 shrinkage=0.0224292 Tree=4560 num_leaves=4 num_cat=0 split_feature=1 131 4 split_gain=5.41818 6.77694 1.64065 threshold=0.12796000000000002 0.092225000000000015 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1901448975265243e-05 0.00042936573790213877 -0.00049427346986426787 9.9198751383370164e-05 leaf_weight=115.96721187832009 5.935882884426972 6.1687473940837654 5.7237431759131141 leaf_count=1894 53 226 130 internal_value=0 -4.58332e-05 0.000267713 internal_weight=0 122.136 11.6596 internal_count=2303 2120 183 is_linear=0 shrinkage=0.000439788 Tree=4561 num_leaves=4 num_cat=0 split_feature=1 131 4 split_gain=5.17134 6.76235 1.65587 threshold=0.12796000000000002 0.092225000000000015 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8854403711363269e-05 0.00043057732792329222 -0.00049473486304844644 9.586459066840846e-05 leaf_weight=114.56724647129158 5.8112524634925631 6.0631339649262364 5.6362717816373333 leaf_count=1894 53 226 130 internal_value=0 -4.28476e-05 0.000266213 internal_weight=0 120.63 11.4475 internal_count=2303 2120 183 is_linear=0 shrinkage=0.000439788 Tree=4562 num_leaves=4 num_cat=0 split_feature=1 131 4 split_gain=5.71618 6.68506 1.63833 threshold=0.12796000000000002 0.092225000000000015 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0070702204089959e-05 0.00044124859195624128 -0.00049228542309836252 0.00011120795351574686 leaf_weight=115.48740706345416 5.8879859794396889 6.0860324001987456 5.7656617129105143 leaf_count=1894 53 226 130 internal_value=0 -4.37836e-05 0.000278409 internal_weight=0 121.573 11.6536 internal_count=2303 2120 183 is_linear=0 shrinkage=0.000439788 Tree=4563 num_leaves=4 num_cat=0 split_feature=1 131 4 split_gain=5.86029 6.61256 1.63048 threshold=0.12796000000000002 0.092225000000000015 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1647155686208013e-05 0.00044168236870670388 -0.00049010802098746649 0.0001129943585123502 leaf_weight=115.77366400804021 5.9417790619190765 6.1178516550571649 5.7545750555000268 leaf_count=1894 53 226 130 internal_value=0 -4.52327e-05 0.000280416 internal_weight=0 121.892 11.6964 internal_count=2303 2120 183 is_linear=0 shrinkage=0.000439788 Tree=4564 num_leaves=4 num_cat=0 split_feature=0 16 16 split_gain=4.90148 7.86728 5.64478 threshold=-0.077944999999999987 0.0049500000000000004 0.16014500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0079432233748641216 0.0097194643506944602 0.01088421464123644 -0.006142269754394295 leaf_weight=70.279163430241169 31.210741162387421 13.256256458582355 17.658622784452746 leaf_count=1335 532 178 274 internal_value=0 -0.00495369 0.00398777 internal_weight=0 83.5354 48.8694 internal_count=2319 1513 806 is_linear=0 shrinkage=0.0224292 Tree=4565 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=4.68861 7.77292 5.49343 threshold=-0.077944999999999987 0.092530000000000015 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021551850678250099 0.006838459227661243 -0.022254687697886376 -0.015379022376478384 leaf_weight=72.320586388144875 42.360607251437614 11.156795568123924 6.4325157108250997 leaf_count=1362 588 151 218 internal_value=0 -0.00484597 0.00390461 internal_weight=0 83.4774 48.7931 internal_count=2319 1513 806 is_linear=0 shrinkage=0.0224292 Tree=4566 num_leaves=4 num_cat=0 split_feature=484 453 42 split_gain=4.63464 6.282 5.62202 threshold=0.084930000000000019 1.0000000180025095e-35 0.079510000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022106442880598393 0.017252173039186514 -0.030530860621738258 -0.010939691887361293 leaf_weight=110.67038112142473 12.428652981034249 4.0669540626695371 4.9680038890219285 leaf_count=2010 113 46 150 internal_value=0 -0.00321939 0.00919819 internal_weight=0 114.737 17.3967 internal_count=2319 2056 263 is_linear=0 shrinkage=0.0224292 Tree=4567 num_leaves=4 num_cat=0 split_feature=0 16 16 split_gain=4.44937 7.47558 5.48761 threshold=-0.077944999999999987 0.0049500000000000004 0.16014500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076133719124071592 0.0095154373574065938 0.010755289549325777 -0.0061399896243974957 leaf_weight=70.122736706398427 31.030456934531685 13.234414503385777 17.65964286660892 leaf_count=1335 532 178 274 internal_value=0 -0.00469523 0.00383712 internal_weight=0 83.3572 48.6901 internal_count=2319 1513 806 is_linear=0 shrinkage=0.0224292 Tree=4568 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=3.34078 3.35095 threshold=0.078475000000000017 0.084545000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015109394593737064 -0.016487970105564013 0.011474625891184915 leaf_weight=113.40699396950367 6.8021254969644351 10.944326951925175 leaf_count=2013 99 150 internal_value=0 -0.000366476 internal_weight=0 124.351 internal_count=2262 2163 is_linear=0 shrinkage=0.0224292 Tree=4569 num_leaves=3 num_cat=0 split_feature=41 1212 split_gain=3.20061 3.60177 threshold=0.078475000000000017 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046167786376853735 -0.00031140678316221994 4.665362294540131e-06 leaf_weight=3.2684291279292657 7.0427185486769295 124.97147669745755 leaf_count=159 99 2004 internal_value=0 -7.2872e-06 internal_weight=0 128.24 internal_count=2262 2163 is_linear=0 shrinkage=0.000439788 Tree=4570 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=3.203 3.20541 threshold=0.078475000000000017 0.084545000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014767062441610824 -0.016165005022321297 0.011226923800067729 leaf_weight=113.47419873072795 6.7827150339144273 10.937632722459965 leaf_count=2013 99 150 internal_value=0 -0.000358319 internal_weight=0 124.412 internal_count=2262 2163 is_linear=0 shrinkage=0.0224292 Tree=4571 num_leaves=3 num_cat=0 split_feature=15 1429 split_gain=3.10066 3.55943 threshold=-0.47056499999999996 0.084545000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019249247245483731 -0.0028839594505480821 0.010472720428356353 leaf_weight=3.6247859852155662 116.5709115683203 10.963959896442246 leaf_count=77 2035 150 internal_value=0 -0.00173431 internal_weight=0 127.535 internal_count=2262 2185 is_linear=0 shrinkage=0.0224292 Tree=4572 num_leaves=4 num_cat=0 split_feature=156 148 474 split_gain=5.09596 4.95652 3.37355 threshold=0.091255000000000017 -0.084449999999999983 0.092750000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020962306514942797 -0.027703225869572929 0.0034784899434232817 0.0028297904567049737 leaf_weight=4.297882931190542 4.7629981536010737 126.41166342906945 2.9341219057096168 leaf_count=55 138 2037 62 internal_value=0 0.0026719 -0.0160859 internal_weight=0 130.71 7.69712 internal_count=2292 2092 200 is_linear=0 shrinkage=0.0224292 Tree=4573 num_leaves=4 num_cat=0 split_feature=156 12 474 split_gain=4.90615 4.94699 3.29071 threshold=0.091255000000000017 -0.12529499999999996 0.092750000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027573383297376759 -0.027474608182995377 0.0032428589147171514 0.0027683535030343367 leaf_weight=2.6564628159976555 4.6958339326083651 128.02348124131095 2.9324101851088926 leaf_count=56 138 2036 62 internal_value=0 0.00261249 -0.0158709 internal_weight=0 130.68 7.62824 internal_count=2292 2092 200 is_linear=0 shrinkage=0.0224292 Tree=4574 num_leaves=4 num_cat=0 split_feature=484 40 156 split_gain=4.69477 5.84409 5.07217 threshold=-0.0048499999999999993 -0.0095299999999999985 0.091255000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038243785633939329 7.3710436865046346e-05 -0.00045749746697515403 -0.00029562707156210061 leaf_weight=2.0428395424969494 123.78506441081117 7.2068307375302521 7.6166166337789027 leaf_count=13 1743 349 187 internal_value=0 -0.000271588 5.22622e-05 internal_weight=0 9.24967 131.402 internal_count=2292 362 1930 is_linear=0 shrinkage=0.000439788 Tree=4575 num_leaves=4 num_cat=0 split_feature=156 484 474 split_gain=4.71599 4.87006 3.21058 threshold=0.091255000000000017 -0.0048499999999999993 0.092750000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01348304983216708 -0.027229034016876565 0.0037210107099089462 0.0027214746643758731 leaf_weight=8.8620674040139402 4.6319906018907195 121.85582903631439 2.9326143912039697 leaf_count=349 138 1743 62 internal_value=0 0.00255286 -0.0156403 internal_weight=0 130.718 7.5646 internal_count=2292 2092 200 is_linear=0 shrinkage=0.0224292 Tree=4576 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=5.65295 6.4333 2.3769 threshold=-0.094869999999999996 -0.012644999999999998 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5002387657699343e-05 -0.00021172311037365675 2.652621938116345e-05 0.00033089694895831553 leaf_weight=14.452889912179673 30.940653127094265 75.071353155857651 11.819360888795925 leaf_count=135 1046 901 144 internal_value=0 -4.30348e-05 0.000184776 internal_weight=0 106.012 26.2723 internal_count=2226 1947 279 is_linear=0 shrinkage=0.000439788 Tree=4577 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=5.45567 6.42896 2.26774 threshold=-0.094869999999999996 -0.012644999999999998 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033441172560909633 -0.010897778429427907 0.0013617276069957203 0.016714896659308833 leaf_weight=14.311135418713095 30.296351817683899 74.150006057163409 11.515105849073732 leaf_count=135 1046 901 144 internal_value=0 -0.00219568 0.00931367 internal_weight=0 104.446 25.8262 internal_count=2226 1947 279 is_linear=0 shrinkage=0.0224292 Tree=4578 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=5.23509 6.17075 2.25422 threshold=-0.094869999999999996 -0.012644999999999998 -0.097369999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019863271019744597 -0.01069673326870387 0.0013313420469179978 0.013103632334771752 leaf_weight=6.7449376255972338 30.175222586622112 74.141791649817606 18.966563289985061 leaf_count=105 1046 901 174 internal_value=0 -0.00214928 0.00914652 internal_weight=0 104.317 25.7115 internal_count=2226 1947 279 is_linear=0 shrinkage=0.0224292 Tree=4579 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=5.01471 5.92217 2.26138 threshold=-0.094869999999999996 -0.012644999999999998 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030137009901478433 -0.010498168530643956 0.0013016311453446178 0.016418886559019588 leaf_weight=14.278640441945756 30.058059432994924 74.133773774083238 11.369780814042313 leaf_count=135 1046 901 144 internal_value=0 -0.00210377 0.00896393 internal_weight=0 104.192 25.6484 internal_count=2226 1947 279 is_linear=0 shrinkage=0.0224292 Tree=4580 num_leaves=3 num_cat=0 split_feature=41 160 split_gain=4.13595 3.84797 threshold=0.08178500000000001 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023185669839736966 -0.016476906889899782 0.0023372339598766128 leaf_weight=3.0263450669008298 6.5947908476809962 122.80448988228454 leaf_count=183 90 2014 internal_value=0 0.00171996 internal_weight=0 125.831 internal_count=2287 2197 is_linear=0 shrinkage=0.0224292 Tree=4581 num_leaves=3 num_cat=0 split_feature=41 160 split_gain=3.95792 3.84662 threshold=0.08178500000000001 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045035767505419144 -0.00030989184895857495 4.5489196359533767e-05 leaf_weight=3.0811961088838862 6.8099596198881036 126.4478571551299 leaf_count=183 90 2014 internal_value=0 3.36295e-05 internal_weight=0 129.529 internal_count=2287 2197 is_linear=0 shrinkage=0.000439788 Tree=4582 num_leaves=3 num_cat=0 split_feature=41 160 split_gain=3.88107 3.83411 threshold=0.08178500000000001 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045293724325518926 -0.00031099816980101141 4.4474500039086067e-05 leaf_weight=3.0520808644141644 6.6758601642213753 124.60485441415221 leaf_count=183 90 2014 internal_value=0 3.25162e-05 internal_weight=0 127.657 internal_count=2287 2197 is_linear=0 shrinkage=0.000439788 Tree=4583 num_leaves=3 num_cat=0 split_feature=41 160 split_gain=3.96967 3.96094 threshold=0.08178500000000001 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045425327938727124 -0.00031153807948575704 4.5475452844725681e-05 leaf_weight=3.1255205665220265 6.7795516366604707 125.60147906286875 leaf_count=183 90 2014 internal_value=0 3.32764e-05 internal_weight=0 128.727 internal_count=2287 2197 is_linear=0 shrinkage=0.000439788 Tree=4584 num_leaves=4 num_cat=0 split_feature=13 131 1 split_gain=4.99739 6.45097 4.32942 threshold=-0.09194999999999999 0.10033500000000002 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.103787786111397e-05 -4.647171776255057e-05 0.00050202954063024953 0.00036415660074376401 leaf_weight=15.037640171358364 101.3479785243544 4.3050865523400708 13.481217478751203 leaf_count=176 1776 141 168 internal_value=0 -2.40351e-05 0.000183369 internal_weight=0 105.653 28.5189 internal_count=2261 1917 344 is_linear=0 shrinkage=0.000439788 Tree=4585 num_leaves=4 num_cat=0 split_feature=13 131 1 split_gain=4.64172 6.71956 3.99583 threshold=-0.09194999999999999 0.10033500000000002 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013012881646588359 -0.0022446227532159618 0.026633145617160275 0.018383123661954985 leaf_weight=14.768821151345039 99.345029211763176 4.2069441055937196 12.898349420342127 leaf_count=176 1776 141 168 internal_value=0 -0.00106673 0.00927197 internal_weight=0 103.552 27.6672 internal_count=2261 1917 344 is_linear=0 shrinkage=0.0224292 Tree=4586 num_leaves=4 num_cat=0 split_feature=13 131 42 split_gain=4.45775 6.38197 4.16419 threshold=-0.09194999999999999 0.10033500000000002 0.091695000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01356943470218451 -0.0021946019897166849 0.025853566033035309 -0.0079130741681359279 leaf_weight=21.821948838536631 99.330944859757437 4.2368273938773191 5.7165952250361434 leaf_count=270 1776 141 74 internal_value=0 -0.00104263 0.00910759 internal_weight=0 103.568 27.5385 internal_count=2261 1917 344 is_linear=0 shrinkage=0.0224292 Tree=4587 num_leaves=4 num_cat=0 split_feature=1 3 42 split_gain=4.78016 5.76775 5.34319 threshold=0.11588000000000001 0.11296500000000002 0.091735000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.9321024769692967e-05 0.00036699089745557864 -0.00010234269850037536 -0.00027067020026931923 leaf_weight=98.30183109009522 14.691522246343085 7.7127765740733585 14.02543937822338 leaf_count=1583 192 114 372 internal_value=0 0.000205471 -1.69278e-05 internal_weight=0 22.4043 112.327 internal_count=2261 306 1955 is_linear=0 shrinkage=0.000439788 Tree=4588 num_leaves=4 num_cat=0 split_feature=52 159 456 split_gain=5.3541 5.12413 4.09294 threshold=0.16180500000000003 -0.39962499999999995 0.088355000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7694985285692652e-05 0.00012228242497625097 -0.00053749091221773414 -0.00031852416678696774 leaf_weight=123.16947875752521 3.7277377542704926 5.8061131251452007 5.2391980893444261 leaf_count=1935 104 155 82 internal_value=0 -0.000279791 6.14839e-05 internal_weight=0 9.53385 128.409 internal_count=2276 259 2017 is_linear=0 shrinkage=0.000439788 Tree=4589 num_leaves=4 num_cat=0 split_feature=52 159 456 split_gain=5.2689 5.16461 4.2526 threshold=0.16180500000000003 -0.39962499999999995 0.088355000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040412502868775266 0.0064611149885738664 -0.02768128758168056 -0.016774729778515511 leaf_weight=120.87711420794949 3.6616150045447284 5.6527489821310137 5.1289075582753858 leaf_count=1935 104 155 82 internal_value=0 -0.0142736 0.00319155 internal_weight=0 9.31436 126.006 internal_count=2276 259 2017 is_linear=0 shrinkage=0.0224292 Tree=4590 num_leaves=4 num_cat=0 split_feature=160 456 16 split_gain=4.58244 4.41428 0.0399635 threshold=-0.40446999999999994 0.088355000000000003 -0.060044999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026052646408078091 0.0034696970320535763 -0.017049297369828676 -0.020098752686700715 leaf_weight=1.900483997538686 126.3029445984721 5.4855063031427553 1.548994774580932 leaf_count=72 2011 91 102 internal_value=0 0.00261328 -0.0235044 internal_weight=0 131.788 3.44948 internal_count=2276 2102 174 is_linear=0 shrinkage=0.0224292 Tree=4591 num_leaves=4 num_cat=0 split_feature=52 159 456 split_gain=5.00705 4.96263 3.7468 threshold=0.16180500000000003 -0.39962499999999995 0.088355000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5411307397623822e-05 0.00012047220378711961 -0.00053322849796373173 -0.00030567785099743048 leaf_weight=122.81053513158986 3.7214909808171797 5.6240354855253809 5.1826604777015737 leaf_count=1935 104 155 82 internal_value=0 -0.000273203 5.99371e-05 internal_weight=0 9.34553 127.993 internal_count=2276 259 2017 is_linear=0 shrinkage=0.000439788 Tree=4592 num_leaves=4 num_cat=0 split_feature=42 0 151 split_gain=4.93578 6.19668 4.65428 threshold=-0.092484999999999984 -0.077774999999999983 -0.016164999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020002407196765292 0.0077049323482507618 0.032808483677946407 -0.002144842089644237 leaf_weight=4.848062228076742 32.255425641516922 5.4580949840601516 95.663377743563615 leaf_count=151 387 68 1702 internal_value=0 0.0164609 0.000339611 internal_weight=0 10.3062 127.919 internal_count=2308 219 2089 is_linear=0 shrinkage=0.0224292 Tree=4593 num_leaves=4 num_cat=0 split_feature=1 401 43 split_gain=4.97395 3.94355 3.13652 threshold=0.12419000000000001 0.088220000000000007 -0.040439999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6296354002950598e-05 0.00058432542183865419 -0.00042026935542804347 0.00013044227878831604 leaf_weight=123.51272371527011 4.4833183398004612 4.1168906618840984 8.5566890972550009 leaf_count=1947 90 156 115 internal_value=0 2.1535e-06 0.000287119 internal_weight=0 127.63 13.04 internal_count=2308 2103 205 is_linear=0 shrinkage=0.000439788 Tree=4594 num_leaves=4 num_cat=0 split_feature=42 0 151 split_gain=4.71955 5.92755 4.45716 threshold=-0.092484999999999984 -0.077774999999999983 -0.016164999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001958786149699885 0.0075452534646361473 0.03209145811322086 -0.0020985140920626081 leaf_weight=4.8469857537202188 32.209763615566771 5.4554787353845295 95.684891840530327 leaf_count=151 387 68 1702 internal_value=0 0.0160979 0.000330994 internal_weight=0 10.3025 127.895 internal_count=2308 219 2089 is_linear=0 shrinkage=0.0224292 Tree=4595 num_leaves=4 num_cat=0 split_feature=42 0 151 split_gain=4.51368 5.67038 4.26559 threshold=-0.092484999999999984 -0.077774999999999983 -0.016164999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001915868785318006 0.007388577526014792 0.031397033062017389 -0.0020517003680015273 leaf_weight=4.8448676329498994 32.156038823217386 5.4515400758245942 95.673601438160404 leaf_count=151 387 68 1702 internal_value=0 0.0157475 0.000323786 internal_weight=0 10.2964 127.83 internal_count=2308 219 2089 is_linear=0 shrinkage=0.0224292 Tree=4596 num_leaves=4 num_cat=0 split_feature=13 1 403 split_gain=3.34962 4.84111 3.69318 threshold=-0.094869999999999996 0.083670000000000008 -0.088654999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5882867988338999e-05 -0.00041314250066038806 0.00034531775049251052 1.1118578573353695e-05 leaf_weight=10.879501328105109 4.1003939400834488 13.949846560659351 108.22593906819384 leaf_count=114 268 170 1723 internal_value=0 0.000174001 -4.43635e-06 internal_weight=0 24.8293 112.326 internal_count=2275 284 1991 is_linear=0 shrinkage=0.000439788 Tree=4597 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.38169 3.50339 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019508236770633295 0.0012089552217943709 0.016932285329998738 leaf_weight=3.7205260731279841 122.28459960222244 7.5515477626468046 leaf_count=37 2146 92 internal_value=0 0.00212581 internal_weight=0 129.836 internal_count=2275 2238 is_linear=0 shrinkage=0.0224292 Tree=4598 num_leaves=4 num_cat=0 split_feature=1 132 43 split_gain=3.28451 6.34889 5.13091 threshold=0.077765000000000015 0.081240000000000021 0.13592500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013151650406754444 4.4003614307609798e-05 0.00047763919237578406 0.00024285833483531544 leaf_weight=39.329554744588677 81.846219192564604 7.0780620984733096 8.6160132218501513 leaf_count=1076 967 111 121 internal_value=0 7.86146e-05 -6.41699e-05 internal_weight=0 88.9243 47.9456 internal_count=2275 1078 1197 is_linear=0 shrinkage=0.000439788 Tree=4599 num_leaves=3 num_cat=0 split_feature=148 0 split_gain=3.31834 3.09703 threshold=-0.084449999999999983 -0.10653 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018345147852438227 0.0066707186982124488 -0.00052574026462106455 leaf_weight=4.0951549126766613 47.511641648918157 81.951763320110331 leaf_count=55 383 1837 internal_value=0 0.00211587 internal_weight=0 129.463 internal_count=2275 2220 is_linear=0 shrinkage=0.0224292 Tree=4600 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.97781 3.96013 threshold=-0.08070999999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017673949248420678 0.00071553854761698143 0.012253970821265727 leaf_weight=5.2179240942932656 111.20921288650425 17.271845098817721 leaf_count=45 2048 157 internal_value=0 0.00226825 internal_weight=0 128.481 internal_count=2250 2205 is_linear=0 shrinkage=0.0224292 Tree=4601 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.58437 3.76098 threshold=-0.08070999999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032098623696850389 1.6344693213698051e-05 0.00023464471101996117 leaf_weight=5.3535022889263919 114.41338938160334 17.596022748504765 leaf_count=45 2048 157 internal_value=0 4.54724e-05 internal_weight=0 132.009 internal_count=2250 2205 is_linear=0 shrinkage=0.000439788 Tree=4602 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.60902 3.9304 threshold=-0.08070999999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032573938460671629 1.3727794969530503e-05 0.00023782006521403667 leaf_weight=5.3037699726410201 113.20184531264385 17.456338500604033 leaf_count=45 2048 157 internal_value=0 4.36976e-05 internal_weight=0 130.658 internal_count=2250 2205 is_linear=0 shrinkage=0.000439788 Tree=4603 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.77557 3.79553 threshold=-0.08070999999999999 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017165945908840019 0.00070143771814661006 0.012009341208511401 leaf_weight=5.2426579594612113 111.30900226385711 17.227704726043157 leaf_count=45 2048 157 internal_value=0 0.00221859 internal_weight=0 128.537 internal_count=2250 2205 is_linear=0 shrinkage=0.0224292 Tree=4604 num_leaves=3 num_cat=0 split_feature=133 48 split_gain=5.38638 4.98893 threshold=-0.25159999999999993 -0.088899999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027644019972961516 -0.019748074928389987 0.0019954804620155378 leaf_weight=3.3590844971331526 5.5307918069884172 122.07181581085024 leaf_count=130 48 2040 internal_value=0 0.00105022 internal_weight=0 127.603 internal_count=2218 2088 is_linear=0 shrinkage=0.0224292 Tree=4605 num_leaves=3 num_cat=0 split_feature=133 48 split_gain=5.239 4.76516 threshold=-0.25159999999999993 -0.088899999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027519207519881725 -0.019291849399838149 0.0019507779611134758 leaf_weight=3.2993974016571874 5.5350061208009711 122.068874574441 leaf_count=130 48 2040 internal_value=0 0.0010266 internal_weight=0 127.604 internal_count=2218 2088 is_linear=0 shrinkage=0.0224292 Tree=4606 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=5.09511 4.55396 threshold=-0.25159999999999993 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027391433075346673 0.024828891880164652 0.00025004125155678853 leaf_weight=3.2411874101526328 3.8930705548846154 123.71245230326895 leaf_count=130 57 2031 internal_value=0 0.00100351 internal_weight=0 127.606 internal_count=2218 2088 is_linear=0 shrinkage=0.0224292 Tree=4607 num_leaves=3 num_cat=0 split_feature=133 48 split_gain=4.93865 4.29145 threshold=-0.25159999999999993 -0.088899999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052561728818879111 -0.00035578983928453355 3.5277157899150319e-05 leaf_weight=3.2903480602981281 5.6537037696689358 125.44841118207114 leaf_count=130 48 2040 internal_value=0 1.83633e-05 internal_weight=0 131.102 internal_count=2218 2088 is_linear=0 shrinkage=0.000439788 Tree=4608 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.88698 4.32526 threshold=-0.53299999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004697035082953892 -7.8837667435542412e-05 8.862649414581769e-05 leaf_weight=3.0212120226060497 44.590528291424562 90.025862380221952 leaf_count=142 1112 1042 internal_value=0 3.31521e-05 internal_weight=0 134.616 internal_count=2296 2154 is_linear=0 shrinkage=0.000439788 Tree=4609 num_leaves=4 num_cat=0 split_feature=13 131 1 split_gain=3.87963 5.12838 3.7458 threshold=-0.094869999999999996 0.10033500000000002 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010560468349094555 -0.0017450379080259613 0.022155279081636628 0.017992294332865741 leaf_weight=14.267066502943637 104.77262994180637 4.7008394879230755 12.161493027932009 leaf_count=137 1858 140 161 internal_value=0 -0.000715063 0.00885687 internal_weight=0 109.473 26.4286 internal_count=2296 1998 298 is_linear=0 shrinkage=0.0224292 Tree=4610 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.74413 3.92239 threshold=-0.53299999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02392240110984541 -0.0037898794442152747 0.0043924336932832115 leaf_weight=2.918842284299898 44.101580215894501 88.766132743359776 leaf_count=142 1112 1042 internal_value=0 0.0016764 internal_weight=0 132.868 internal_count=2296 2154 is_linear=0 shrinkage=0.0224292 Tree=4611 num_leaves=4 num_cat=0 split_feature=13 131 1 split_gain=4.06809 4.68664 3.68353 threshold=-0.094869999999999996 0.10033500000000002 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5658755105431732e-05 -3.3495930467067507e-05 0.00040728677330284686 0.00035136575492839835 leaf_weight=14.567119523650037 106.86493778764998 4.8593983111495609 12.446366083226165 leaf_count=137 1858 140 161 internal_value=0 -1.4258e-05 0.000175869 internal_weight=0 111.724 27.0135 internal_count=2296 1998 298 is_linear=0 shrinkage=0.000439788 Tree=4612 num_leaves=3 num_cat=0 split_feature=12 39 split_gain=3.79438 4.01261 threshold=-0.094939999999999983 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031564520302410548 5.7932181936373424e-06 0.00026074755336126184 leaf_weight=6.3518664430011986 116.12057509358419 13.288969821762292 leaf_count=112 1976 191 internal_value=0 3.20089e-05 internal_weight=0 129.41 internal_count=2279 2167 is_linear=0 shrinkage=0.000439788 Tree=4613 num_leaves=3 num_cat=0 split_feature=12 39 split_gain=3.8596 4.14431 threshold=-0.094939999999999983 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003188888041922541 4.7852112213279672e-06 0.0002632704219410624 leaf_weight=6.3644460965297176 116.6298581938172 13.353409654577261 leaf_count=112 1976 191 internal_value=0 3.13746e-05 internal_weight=0 129.983 internal_count=2279 2167 is_linear=0 shrinkage=0.000439788 Tree=4614 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=3.79286 4.64905 threshold=-1.0000000180025095e-35 -0.094939999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042396723463388044 -0.00037625947748204196 2.0203972621004647e-05 leaf_weight=4.2394648708868763 5.9718637980404301 126.76983319858118 leaf_count=68 98 2113 internal_value=0 2.31609e-06 internal_weight=0 132.742 internal_count=2279 2211 is_linear=0 shrinkage=0.000439788 Tree=4615 num_leaves=3 num_cat=0 split_feature=12 39 split_gain=3.76013 3.96885 threshold=-0.094939999999999983 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031528305230667291 5.4763124322875886e-06 0.00025936626865164886 leaf_weight=6.3232675997423931 115.94279362465022 13.252812414546495 leaf_count=112 1976 191 internal_value=0 3.15547e-05 internal_weight=0 129.196 internal_count=2279 2167 is_linear=0 shrinkage=0.000439788 Tree=4616 num_leaves=4 num_cat=0 split_feature=4 1 2 split_gain=6.24958 10.4691 4.45864 threshold=-0.083954999999999988 0.094405000000000003 0.084175000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023933861150199801 -0.010870517826655084 0.0037897388980778325 0.0031859604850645335 leaf_weight=6.5243449553963719 52.117636812203273 46.222821619303431 25.619083632715046 leaf_count=132 1232 563 334 internal_value=0 -0.00398038 0.00740899 internal_weight=0 98.3405 32.1434 internal_count=2261 1795 466 is_linear=0 shrinkage=0.0224292 Tree=4617 num_leaves=4 num_cat=0 split_feature=4 1 2 split_gain=5.97816 10.0376 4.24428 threshold=-0.083954999999999988 0.094405000000000003 0.084175000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023338410107146244 -0.010660999605399088 0.0037099784578253272 0.0031153826214300458 leaf_weight=6.5410327895078799 51.952231707342435 46.15867712648469 25.612350579642225 leaf_count=132 1232 563 334 internal_value=0 -0.00390041 0.00724081 internal_weight=0 98.1109 32.1534 internal_count=2261 1795 466 is_linear=0 shrinkage=0.0224292 Tree=4618 num_leaves=4 num_cat=0 split_feature=4 1 2 split_gain=5.40895 10.8879 3.84358 threshold=-0.083954999999999988 1.0000000180025095e-35 0.084175000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043048638907374723 -0.00031400033909142892 1.5604022649688858e-05 5.8409554342552279e-05 leaf_weight=6.7435101798619135 26.224381173233269 74.155802331515588 26.112703350285301 leaf_count=132 930 865 334 internal_value=0 -7.05486e-05 0.000134981 internal_weight=0 100.38 32.8562 internal_count=2261 1795 466 is_linear=0 shrinkage=0.000439788 Tree=4619 num_leaves=4 num_cat=0 split_feature=4 1 2 split_gain=5.58211 10.3558 3.83787 threshold=-0.083954999999999988 1.0000000180025095e-35 0.084175000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043127221601055164 -0.00031252421030660281 1.0145130911047189e-05 5.8521608868441889e-05 leaf_weight=6.7141278389026402 26.014337421140226 73.695007930378779 25.90496492672537 leaf_count=132 930 865 334 internal_value=0 -7.40836e-05 0.000135454 internal_weight=0 99.7093 32.6191 internal_count=2261 1795 466 is_linear=0 shrinkage=0.000439788 Tree=4620 num_leaves=4 num_cat=0 split_feature=401 42 2 split_gain=4.0158 3.47597 0.616816 threshold=0.085410000000000014 -0.095949999999999994 0.090845000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029442258871443009 -0.0004942440579784748 4.5516929053314833e-05 -0.00017227093099295875 leaf_weight=6.1065768551561623 3.0982863448443814 115.79778657649877 1.8705565358395686 leaf_count=143 132 1847 62 internal_value=0 2.84448e-05 -0.000374158 internal_weight=0 121.904 4.96884 internal_count=2184 1990 194 is_linear=0 shrinkage=0.000439788 Tree=4621 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=4.46647 4.73229 threshold=0.24331500000000003 -0.15817999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01694035171560801 -0.019167747277183737 0.00027243502835335234 leaf_weight=9.2752817253931408 5.443749562080483 109.82617568207934 leaf_count=86 76 2022 internal_value=0 0.00157299 internal_weight=0 119.101 internal_count=2184 2108 is_linear=0 shrinkage=0.0224292 Tree=4622 num_leaves=4 num_cat=0 split_feature=401 13 2 split_gain=3.99433 4.40717 0.663333 threshold=0.085410000000000014 0.20147000000000001 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8863916144531063e-05 -0.00049312251535475163 -0.00030085994356661904 -0.00015836390584324431 leaf_weight=115.23486753794714 3.1836029262631191 7.399026180850341 1.8204001091071402 leaf_count=1907 133 83 61 internal_value=0 2.772e-05 -0.000372406 internal_weight=0 122.634 5.004 internal_count=2184 1990 194 is_linear=0 shrinkage=0.000439788 Tree=4623 num_leaves=4 num_cat=0 split_feature=401 13 2 split_gain=3.9875 4.31449 0.627733 threshold=0.085410000000000014 0.20147000000000001 0.090845000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8944929348788061e-05 -0.0004941129971604999 -0.00029688433311387451 -0.00017072713979121348 leaf_weight=115.26956811463606 3.0930864530964746 7.4079377402085802 1.897614534886088 leaf_count=1907 132 83 62 internal_value=0 2.80189e-05 -0.000372271 internal_weight=0 122.678 4.9907 internal_count=2184 1990 194 is_linear=0 shrinkage=0.000439788 Tree=4624 num_leaves=4 num_cat=0 split_feature=123 457 40 split_gain=5.29743 6.05312 1.54472 threshold=1.0000000180025095e-35 0.082380000000000009 -0.082239999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9996247671918223e-05 7.9960794009667247e-05 0.0001879060404818465 0.00041415910066656416 leaf_weight=97.687077513175609 4.4526628567837179 19.562783312867396 6.7229129491606709 leaf_count=1897 85 137 101 internal_value=0 -3.52742e-05 0.000281369 internal_weight=0 117.25 11.1756 internal_count=2220 2034 186 is_linear=0 shrinkage=0.000439788 Tree=4625 num_leaves=4 num_cat=0 split_feature=123 457 40 split_gain=5.28126 6.0056 1.53222 threshold=1.0000000180025095e-35 0.082380000000000009 -0.082239999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9280590775034239e-05 8.0454158694776652e-05 0.00018848613816354045 0.00041445356278243926 leaf_weight=96.995987224639975 4.4071591274114326 19.429621311603114 6.7112044478999433 leaf_count=1897 85 137 101 internal_value=0 -3.45709e-05 0.000282426 internal_weight=0 116.426 11.1184 internal_count=2220 2034 186 is_linear=0 shrinkage=0.000439788 Tree=4626 num_leaves=4 num_cat=0 split_feature=123 484 40 split_gain=5.07012 4.31261 1.54643 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.082239999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017751848471220171 0.0038414835794700845 -0.00054282691260795453 0.021179690543072824 leaf_weight=7.8487039935134808 4.2950567923253402 106.36822942411527 6.5303506309865025 leaf_count=351 85 1683 101 internal_value=0 -0.00172816 0.0143195 internal_weight=0 114.217 10.8254 internal_count=2220 2034 186 is_linear=0 shrinkage=0.0224292 Tree=4627 num_leaves=4 num_cat=0 split_feature=123 457 40 split_gain=5.31866 5.54787 1.52778 threshold=1.0000000180025095e-35 0.082380000000000009 -0.082239999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7003671434108841e-05 8.3021114876799469e-05 0.00018022853165275342 0.00041491244349037526 leaf_weight=97.736091419385048 4.4742928260238841 19.423371949698776 6.7234422499313933 leaf_count=1897 85 137 101 internal_value=0 -3.43358e-05 0.000282665 internal_weight=0 117.159 11.1977 internal_count=2220 2034 186 is_linear=0 shrinkage=0.000439788 Tree=4628 num_leaves=4 num_cat=0 split_feature=403 15 12 split_gain=4.82408 3.42558 0.0799239 threshold=0.10160500000000001 -0.47522499999999995 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048366221690577312 -0.00037253977734750789 2.1880055454512739e-06 -0.00050119646544952113 leaf_weight=2.9032979149487792 2.1458389649633309 129.89970467478997 2.4780873559066094 leaf_count=61 75 2028 82 internal_value=0 1.27819e-05 -0.000443268 internal_weight=0 132.803 4.62393 internal_count=2246 2089 157 is_linear=0 shrinkage=0.000439788 Tree=4629 num_leaves=4 num_cat=0 split_feature=403 15 12 split_gain=4.66392 3.37505 0.0792241 threshold=0.10160500000000001 -0.47522499999999995 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048374739953212345 -0.00037113964542782527 2.2009170786035617e-06 -0.00050124537446421375 leaf_weight=2.8588592183659776 2.0879992756526908 128.88114036925981 2.3951376541517675 leaf_count=61 75 2028 82 internal_value=0 1.27194e-05 -0.00044248 internal_weight=0 131.74 4.48314 internal_count=2246 2089 157 is_linear=0 shrinkage=0.000439788 Tree=4630 num_leaves=4 num_cat=0 split_feature=403 15 12 split_gain=4.71071 3.4998 0.0828013 threshold=0.10160500000000001 -0.47522499999999995 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048501682892482988 -0.00037029520366831098 1.3107843953647383e-08 -0.00050138385908086384 leaf_weight=2.9239656042191191 2.1307380217476739 129.51527820548654 2.4455760781420395 leaf_count=61 75 2028 82 internal_value=0 1.07893e-05 -0.000442141 internal_weight=0 132.439 4.57631 internal_count=2246 2089 157 is_linear=0 shrinkage=0.000439788 Tree=4631 num_leaves=4 num_cat=0 split_feature=403 4 12 split_gain=4.57302 3.31289 0.0743785 threshold=0.10160500000000001 -0.49367499999999992 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013529073068633298 -0.01900439508909017 0.0015496340090106211 -0.025548793121661049 leaf_weight=7.7784462210256597 2.0411290841293512 122.24936415971024 2.3423976685735397 leaf_count=122 75 1967 82 internal_value=0 0.000645751 -0.0225971 internal_weight=0 130.028 4.38353 internal_count=2246 2089 157 is_linear=0 shrinkage=0.0224292 Tree=4632 num_leaves=3 num_cat=0 split_feature=48 13 split_gain=7.56851 5.99011 threshold=0.12879500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.024546111306827326 -0.024416594121442248 0.0010423810586755672 leaf_weight=5.6934277623076914 5.6368274984852169 121.0290189861189 leaf_count=50 58 2158 internal_value=0 0.0021019 internal_weight=0 126.722 internal_count=2266 2208 is_linear=0 shrinkage=0.0224292 Tree=4633 num_leaves=3 num_cat=0 split_feature=48 13 split_gain=7.15872 5.90797 threshold=0.12879500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047679352819684069 -0.00046373724404656928 1.8170159445242044e-05 leaf_weight=5.6651986812357782 5.71591074191383 122.77996125468053 leaf_count=50 58 2158 internal_value=0 3.8466e-05 internal_weight=0 128.445 internal_count=2266 2208 is_linear=0 shrinkage=0.000439788 Tree=4634 num_leaves=3 num_cat=0 split_feature=48 13 split_gain=6.94498 5.7727 threshold=0.12879500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047238421460437237 -0.00045189812870972636 1.9613393742699103e-05 leaf_weight=5.6770869345637029 5.793420766683993 124.26190503958787 leaf_count=50 58 2158 internal_value=0 3.94616e-05 internal_weight=0 129.939 internal_count=2266 2208 is_linear=0 shrinkage=0.000439788 Tree=4635 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=6.89968 7.23463 threshold=-0.47365999999999991 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047151525627498451 1.5880964390597745e-05 -0.00050154306212079442 leaf_weight=6.1148903931025407 124.94750329422823 5.4355343559873281 leaf_count=56 2158 52 internal_value=0 -5.76018e-06 internal_weight=0 130.383 internal_count=2266 2210 is_linear=0 shrinkage=0.000439788 Tree=4636 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.61329 4.58173 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014515232436660972 -0.0015438290066825712 0.0070273802762872315 leaf_weight=6.7899133265018454 70.765205639523629 56.336254992042086 leaf_count=115 1160 1003 internal_value=0 0.00225575 internal_weight=0 127.101 internal_count=2278 2163 is_linear=0 shrinkage=0.0224292 Tree=4637 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.46205 4.37719 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014236001136286291 -0.0015091119896136764 0.0068678059787427598 leaf_weight=6.7684348379261783 70.769828258104098 56.352553837234154 leaf_count=115 1160 1003 internal_value=0 0.0022048 internal_weight=0 127.122 internal_count=2278 2163 is_linear=0 shrinkage=0.0224292 Tree=4638 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.19017 4.0245 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026701936160842117 -2.9630476194047453e-05 0.00012642498345086031 leaf_weight=6.9000838601496062 72.164836863637902 57.347068829316413 leaf_count=115 1160 1003 internal_value=0 3.94784e-05 internal_weight=0 129.512 internal_count=2278 2163 is_linear=0 shrinkage=0.000439788 Tree=4639 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.31166 4.17512 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013948682709258899 -0.0014752482366366874 0.0067037802201413638 leaf_weight=6.7502819309011093 70.801292303658556 56.388201569876401 leaf_count=115 1160 1003 internal_value=0 0.0021513 internal_weight=0 127.189 internal_count=2278 2163 is_linear=0 shrinkage=0.0224292 Tree=4640 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=4.14781 5.65154 threshold=0.15251000000000001 0.081870000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8838231763405651e-05 0.00023132843770045741 -0.0002560111615241776 leaf_weight=91.96792841378192 8.803538605628999 27.501667970092967 leaf_count=1950 126 196 internal_value=0 -8.11655e-05 internal_weight=0 119.47 internal_count=2272 2146 is_linear=0 shrinkage=0.000439788 Tree=4641 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=4.11479 5.62165 threshold=0.15251000000000001 0.081870000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8520961370952289e-05 0.00023043144733267794 -0.000254040881478461 leaf_weight=92.933386108088598 8.8218323306064104 27.74944255175069 leaf_count=1950 126 196 internal_value=0 -8.04083e-05 internal_weight=0 120.683 internal_count=2272 2146 is_linear=0 shrinkage=0.000439788 Tree=4642 num_leaves=4 num_cat=0 split_feature=43 160 16 split_gain=4.11285 5.54236 2.9448 threshold=0.15433000000000005 0.11182000000000002 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033868754370999328 -0.00017530695976310148 -0.02843275350691607 0.023043906486264247 leaf_weight=111.0109786906105 6.3670902908270364 4.6116817647998678 4.8145650791120698 leaf_count=1998 124 114 36 internal_value=0 -0.00439038 0.00984459 internal_weight=0 115.623 11.1817 internal_count=2272 2112 160 is_linear=0 shrinkage=0.0224292 Tree=4643 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=4.81532 4.67346 threshold=-1.0000000180025095e-35 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042145715080174839 7.0627551994056326e-05 -0.00012400685533356064 leaf_weight=3.896111980546265 32.124204562715022 92.624844680278329 leaf_count=69 317 1886 internal_value=0 -7.38833e-05 internal_weight=0 124.749 internal_count=2272 2203 is_linear=0 shrinkage=0.000439788 Tree=4644 num_leaves=4 num_cat=0 split_feature=0 13 15 split_gain=5.7032 5.67337 3.82774 threshold=-0.018054999999999998 0.16421000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010967263539578866 0.024845730633989361 -0.024275779797752532 0.0044707062379061788 leaf_weight=100.5396764899051 6.240571008995178 5.5896453843452027 17.955748858163133 leaf_count=1928 79 98 185 internal_value=0 -0.00232167 0.00974116 internal_weight=0 106.129 24.1963 internal_count=2290 2026 264 is_linear=0 shrinkage=0.0224292 Tree=4645 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=5.47174 5.50576 3.75223 threshold=-0.018054999999999998 0.092530000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022157482444179011 0.024661733506724196 -0.015010055216617319 0.0043739787661381492 leaf_weight=91.40626852081914 6.1473133999970768 14.682827525655737 17.941771237645298 leaf_count=1806 79 220 185 internal_value=0 -0.00227065 0.00956666 internal_weight=0 106.089 24.0891 internal_count=2290 2026 264 is_linear=0 shrinkage=0.0224292 Tree=4646 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=5.56172 5.33764 3.68941 threshold=-0.018054999999999998 -0.13582999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1353691281128333e-05 0.00047830503766207365 -0.00012127142070848842 8.5391085133208273e-05 leaf_weight=39.579023444559425 6.167450295120946 68.879606999631505 18.326686835149303 leaf_count=309 79 1717 185 internal_value=0 -4.73276e-05 0.00018462 internal_weight=0 108.459 24.4941 internal_count=2290 2026 264 is_linear=0 shrinkage=0.000439788 Tree=4647 num_leaves=4 num_cat=0 split_feature=0 13 15 split_gain=5.37559 5.38635 3.68992 threshold=-0.018054999999999998 0.16421000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1573192771525961e-05 0.00047844729203637746 -0.00046311534995274891 8.4384331889805945e-05 leaf_weight=102.01628503038955 6.1386334075941731 5.6200941846473134 18.166280164150521 leaf_count=1928 79 98 185 internal_value=0 -4.47058e-05 0.000184209 internal_weight=0 107.636 24.3049 internal_count=2290 2026 264 is_linear=0 shrinkage=0.000439788 Tree=4648 num_leaves=4 num_cat=0 split_feature=1456 1374 12 split_gain=4.35808 4.23588 0.00662025 threshold=-1.0000000180025095e-35 -0.08070999999999999 0.082275000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027888608896671843 -0.021836866540411629 0.00055989403275162413 -0.023614628469179971 leaf_weight=1.4390902000013732 4.384523468092083 120.32489087649446 2.0700149835829507 leaf_count=36 43 1984 170 internal_value=0 -0.000230751 -0.0255088 internal_weight=0 124.709 3.50911 internal_count=2233 2027 206 is_linear=0 shrinkage=0.0224292 Tree=4649 num_leaves=3 num_cat=0 split_feature=31 1456 split_gain=5.84093 4.1264 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050764345314763552 -0.00049849393270408467 -1.8888264201985423e-05 leaf_weight=3.9769727042876175 3.5507778175669946 123.7260382019158 leaf_count=70 206 1957 internal_value=0 -3.23411e-05 internal_weight=0 127.277 internal_count=2233 2163 is_linear=0 shrinkage=0.000439788 Tree=4650 num_leaves=3 num_cat=0 split_feature=31 1456 split_gain=5.83735 4.09189 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050810605348256877 -0.00049864879170098057 -2.0891020252066822e-05 leaf_weight=3.937525419460143 3.548927936833933 122.98482701618923 leaf_count=70 206 1957 internal_value=0 -3.4364e-05 internal_weight=0 126.534 internal_count=2233 2163 is_linear=0 shrinkage=0.000439788 Tree=4651 num_leaves=3 num_cat=0 split_feature=31 1456 split_gain=5.88501 3.99822 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050672561100111458 -0.00049699754749467882 -2.300927793455588e-05 leaf_weight=3.963080240704584 3.5218029322859357 123.44600042708043 leaf_count=70 206 1957 internal_value=0 -3.62294e-05 internal_weight=0 126.968 internal_count=2233 2163 is_linear=0 shrinkage=0.000439788 Tree=4652 num_leaves=3 num_cat=0 split_feature=9 158 split_gain=4.37446 5.5439 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042754515370200949 -6.038598789759414e-06 -0.00035162353567540065 leaf_weight=4.1179418229730791 120.32331729742873 9.6832165531668561 leaf_count=71 1967 260 internal_value=0 -3.18265e-05 internal_weight=0 130.007 internal_count=2298 2227 is_linear=0 shrinkage=0.000439788 Tree=4653 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=4.64861 4.74641 threshold=-0.08070999999999999 0.084475000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048937847677096684 1.7839912363255075e-05 -0.00031372981855615797 leaf_weight=3.9333734209649256 120.21977661036362 8.9544169194268743 leaf_count=41 2009 248 internal_value=0 -5.18762e-06 internal_weight=0 129.174 internal_count=2298 2257 is_linear=0 shrinkage=0.000439788 Tree=4654 num_leaves=3 num_cat=0 split_feature=9 158 split_gain=4.37303 5.31367 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042415737284293603 -1.0131805517695716e-05 -0.00034950286286447222 leaf_weight=4.1150052488665088 120.32732047290483 9.619248724615316 leaf_count=71 1967 260 internal_value=0 -3.53013e-05 internal_weight=0 129.947 internal_count=2298 2227 is_linear=0 shrinkage=0.000439788 Tree=4655 num_leaves=3 num_cat=0 split_feature=9 158 split_gain=4.14622 5.41056 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021558118109175968 -0.00039874315961477069 -0.01814911082910646 leaf_weight=3.9558435440703752 117.29687343151454 9.3066615915740822 leaf_count=71 1967 260 internal_value=0 -0.00170612 internal_weight=0 126.604 internal_count=2298 2227 is_linear=0 shrinkage=0.0224292 Tree=4656 num_leaves=4 num_cat=0 split_feature=131 457 1 split_gain=5.33347 3.94614 1.81227 threshold=0.092225000000000015 -0.096529999999999991 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037959506943121836 -0.00054478359889706624 1.1799415195399891e-05 -5.545506220315373e-05 leaf_weight=5.9011385152116409 4.2915784471260841 120.16782266089285 2.2237949122209102 leaf_count=42 191 2004 54 internal_value=0 2.90704e-05 -0.000378418 internal_weight=0 126.069 6.51537 internal_count=2291 2046 245 is_linear=0 shrinkage=0.000439788 Tree=4657 num_leaves=4 num_cat=0 split_feature=131 14 1 split_gain=5.3095 3.89021 1.77302 threshold=0.092225000000000015 0.062655000000000016 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024267614273665275 -0.027917799111359293 -0.017995901971848922 -0.0028785883636584888 leaf_weight=118.74879970011534 4.1713924994983236 4.8662390099343602 2.1611377655062824 leaf_count=1969 191 77 54 internal_value=0 0.00162015 -0.0194069 internal_weight=0 123.615 6.33253 internal_count=2291 2046 245 is_linear=0 shrinkage=0.0224292 Tree=4658 num_leaves=4 num_cat=0 split_feature=131 457 1 split_gain=5.12512 3.82123 1.74775 threshold=0.092225000000000015 -0.096529999999999991 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019330039544019108 -0.027742641951649785 0.00070760315486090059 -0.0028145673476074216 leaf_weight=5.7979464507661751 4.1044558834691989 117.7828854131003 2.1611544782062992 leaf_count=42 191 2004 54 internal_value=0 0.00158415 -0.019179 internal_weight=0 123.581 6.26561 internal_count=2291 2046 245 is_linear=0 shrinkage=0.0224292 Tree=4659 num_leaves=4 num_cat=0 split_feature=131 14 1 split_gain=4.88526 3.95878 1.62675 threshold=0.092225000000000015 0.062655000000000016 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8249592944423332e-05 -0.00054586061808676548 -0.00037781073939742443 -8.0124437758147054e-05 leaf_weight=120.65352827240713 4.2863054909103075 5.0678694842499672 2.1987364320084453 leaf_count=1969 191 77 54 internal_value=0 2.22933e-06 -0.000388653 internal_weight=0 125.721 6.48504 internal_count=2291 2046 245 is_linear=0 shrinkage=0.000439788 Tree=4660 num_leaves=3 num_cat=0 split_feature=42 48 split_gain=6.84014 4.87699 threshold=-0.10924999999999999 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055887241829679095 5.1573253721614155e-05 -0.00036668568755515778 leaf_weight=3.8691661717457455 122.73380913618894 5.6207518600858739 leaf_count=128 2093 60 internal_value=0 3.32055e-05 internal_weight=0 128.355 internal_count=2281 2153 is_linear=0 shrinkage=0.000439788 Tree=4661 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=6.70738 4.71921 threshold=-0.10924999999999999 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056097220040972795 0.0004675983872501046 1.4144555889077876e-05 leaf_weight=3.800219340111652 4.5859219771809867 123.22483382152859 leaf_count=128 45 2108 internal_value=0 3.04821e-05 internal_weight=0 127.811 internal_count=2281 2153 is_linear=0 shrinkage=0.000439788 Tree=4662 num_leaves=3 num_cat=0 split_feature=42 48 split_gain=6.91887 4.84382 threshold=-0.10924999999999999 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029462470941854429 0.0026266675781123003 -0.018913873708476223 leaf_weight=3.6758808400991247 119.46424057923286 5.4742142294999203 leaf_count=128 2093 60 internal_value=0 0.00168012 internal_weight=0 124.938 internal_count=2281 2153 is_linear=0 shrinkage=0.0224292 Tree=4663 num_leaves=3 num_cat=0 split_feature=42 160 split_gain=6.42966 4.54673 threshold=-0.10924999999999999 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055408212266400061 -0.00047925619911229269 3.8923879005053708e-05 leaf_weight=3.7935333973364314 3.3437402955314601 125.59590986097464 leaf_count=128 180 1973 internal_value=0 2.54172e-05 internal_weight=0 128.94 internal_count=2281 2153 is_linear=0 shrinkage=0.000439788 Tree=4664 num_leaves=4 num_cat=0 split_feature=1 13 3 split_gain=4.21665 5.02261 3.28272 threshold=0.12212000000000002 0.20147000000000001 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7247768575755484e-05 0.00039386262201293408 -0.00047604420692709673 -1.8453631378182068e-05 leaf_weight=117.2462979323027 8.3943807573523355 4.7851568255573502 6.7129915154073379 leaf_count=1968 127 83 90 internal_value=0 -3.531e-05 0.000210857 internal_weight=0 122.031 15.1074 internal_count=2268 2051 217 is_linear=0 shrinkage=0.000439788 Tree=4665 num_leaves=4 num_cat=0 split_feature=1 13 3 split_gain=4.04156 5.10262 3.37427 threshold=0.12212000000000002 0.20147000000000001 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4501332787039185e-05 0.00039637607429769456 -0.00048066421785988888 -2.4083776044381771e-05 leaf_weight=115.52499106187315 8.2917908939998579 4.7083916582632801 6.6381761842058031 leaf_count=1968 127 83 90 internal_value=0 -3.28299e-05 0.000209639 internal_weight=0 120.233 14.93 internal_count=2268 2051 217 is_linear=0 shrinkage=0.000439788 Tree=4666 num_leaves=4 num_cat=0 split_feature=1 13 3 split_gain=3.84338 5.11362 3.52007 threshold=0.12212000000000002 0.20147000000000001 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078057062930267861 0.020316366550201529 -0.024745800642325087 -0.0018776394571431842 leaf_weight=113.56535543593782 8.095165369944878 4.6440267993020816 6.4496458455105303 leaf_count=1968 127 83 90 internal_value=0 -0.00172592 0.0104853 internal_weight=0 118.209 14.5448 internal_count=2268 2051 217 is_linear=0 shrinkage=0.0224292 Tree=4667 num_leaves=4 num_cat=0 split_feature=1 13 13 split_gain=3.83054 4.77467 3.22285 threshold=0.12212000000000002 0.20147000000000001 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5256467733627306e-05 0.00046916720234945885 -0.00046784343960664895 4.5608026745000143e-05 leaf_weight=115.66664056792797 5.5277374490397042 4.6722856550477436 9.3128972454869636 leaf_count=1968 117 83 100 internal_value=0 -3.29001e-05 0.000203773 internal_weight=0 120.339 14.8406 internal_count=2268 2051 217 is_linear=0 shrinkage=0.000439788 Tree=4668 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=5.32175 4.70154 0.516326 threshold=-0.25159999999999993 0.19366000000000003 -0.054224999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066189814750299502 -9.7873446173087764e-06 0.00041045489999157875 -0.00034396746505176677 leaf_weight=1.9812440315727142 123.7490015428848 5.3534932085894971 2.1252845028793663 leaf_count=37 2120 32 107 internal_value=0 7.69695e-06 -0.00049971 internal_weight=0 129.102 4.10653 internal_count=2296 2152 144 is_linear=0 shrinkage=0.000439788 Tree=4669 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=4.91364 4.7194 0.521911 threshold=-0.25159999999999993 -0.17006999999999997 -0.054224999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065939214831773783 0.00052595574302353424 -1.027266691064416e-05 -0.00033406505555597842 leaf_weight=1.9050553353736179 3.2377317062928332 125.56285885024408 2.051851523196091 leaf_count=37 43 2109 107 internal_value=0 3.28275e-06 -0.000493108 internal_weight=0 128.801 3.95691 internal_count=2296 2152 144 is_linear=0 shrinkage=0.000439788 Tree=4670 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=4.84976 4.79851 0.52328 threshold=-0.25159999999999993 -0.17006999999999997 -0.054224999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.033874246847041239 0.027444257189833648 -0.00044575617637432205 -0.016967460639327539 leaf_weight=1.8613733695819976 3.1646864777430883 122.89778713886335 1.9573208685324051 leaf_count=37 43 2109 107 internal_value=0 0.000258447 -0.025336 internal_weight=0 126.062 3.81869 internal_count=2296 2152 144 is_linear=0 shrinkage=0.0224292 Tree=4671 num_leaves=4 num_cat=0 split_feature=133 1 13 split_gain=4.74833 4.74372 0.513014 threshold=-0.25159999999999993 0.10114000000000002 -0.054224999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065534403938905374 -5.8622986900494949e-05 0.00011780327377296934 -0.00033011789995268491 leaf_weight=1.8615487795323136 83.364152565322001 45.576018883672077 2.031129652663366 leaf_count=37 1616 536 107 internal_value=0 3.74597e-06 -0.000488086 internal_weight=0 128.94 3.89268 internal_count=2296 2152 144 is_linear=0 shrinkage=0.000439788 Tree=4672 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=5.19056 5.29765 threshold=-0.25833999999999996 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049381080883064668 1.794130080366191e-05 0.0003510152709607542 leaf_weight=3.5573113032514803 122.11411282405606 9.9730078072752786 leaf_count=183 1985 111 internal_value=0 4.31366e-05 internal_weight=0 132.087 internal_count=2279 2096 is_linear=0 shrinkage=0.000439788 Tree=4673 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.99896 5.30471 threshold=-0.25833999999999996 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0251116138852473 0.00091340094364814322 0.018043441673629007 leaf_weight=3.4385342063760609 119.68417004785442 9.8234042690019105 leaf_count=183 1985 111 internal_value=0 0.00221522 internal_weight=0 129.508 internal_count=2279 2096 is_linear=0 shrinkage=0.0224292 Tree=4674 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.86398 5.07573 threshold=-0.25833999999999996 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02505385885220477 0.00089292757442109539 0.017656568755343216 leaf_weight=3.3699761693205792 119.68282519916829 9.8140124029596318 leaf_count=183 1985 111 internal_value=0 0.00216579 internal_weight=0 129.497 internal_count=2279 2096 is_linear=0 shrinkage=0.0224292 Tree=4675 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.73302 4.85637 threshold=-0.25833999999999996 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024997027404086228 0.00087291251236199874 0.017277244904753693 leaf_weight=3.3026820039885925 119.68153416055429 9.8050486265274213 leaf_count=183 1985 111 internal_value=0 0.00211745 internal_weight=0 129.487 internal_count=2279 2096 is_linear=0 shrinkage=0.0224292 Tree=4676 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=4.11761 5.01925 threshold=0.081790000000000015 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0051976323091563357 -0.014771650846782234 0.0041437024992665213 leaf_weight=44.61702987364697 9.067320619185919 82.254050054820254 leaf_count=1178 125 973 internal_value=0 0.000858327 internal_weight=0 126.871 internal_count=2276 2151 is_linear=0 shrinkage=0.0224292 Tree=4677 num_leaves=4 num_cat=0 split_feature=1 43 11 split_gain=3.93019 8.11155 4.72701 threshold=0.077765000000000015 0.019175000000000001 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022912260344355273 8.1473547197714573e-05 0.00017553792344559766 -0.00026114206690965562 leaf_weight=32.079502550652251 83.22483674265095 13.641244265658313 8.5739557482593209 leaf_count=979 973 205 119 internal_value=0 -0.000108365 4.94258e-05 internal_weight=0 45.7207 91.7988 internal_count=2276 1184 1092 is_linear=0 shrinkage=0.000439788 Tree=4678 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=3.93404 4.80357 threshold=0.081790000000000015 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0050889330674014363 -0.014441399806809257 0.0040537289609631055 leaf_weight=44.563883037575579 9.0631949443340982 82.218045944347978 leaf_count=1178 125 973 internal_value=0 0.000839798 internal_weight=0 126.782 internal_count=2276 2151 is_linear=0 shrinkage=0.0224292 Tree=4679 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=3.96401 4.49886 4.32436 threshold=0.092660000000000006 0.077765000000000015 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076235120258843431 -0.0021787176393417776 0.0015755880802632894 0.028369477349252881 leaf_weight=38.400124259285803 4.4205907097202708 87.998820665903622 4.9070990037871525 leaf_count=1058 111 1040 67 internal_value=0 -0.00121984 0.0139172 internal_weight=0 126.399 9.32769 internal_count=2276 2098 178 is_linear=0 shrinkage=0.0224292 Tree=4680 num_leaves=4 num_cat=0 split_feature=4 454 1 split_gain=4.08486 6.5268 2.44755 threshold=0.23993500000000004 1.0000000180025095e-35 0.11570500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019452086295631971 0.0043302169979620598 0.023941271269945885 0.01887562262156324 leaf_weight=103.4582117150494 17.703452832764018 5.1243209596723309 8.6629217860172485 leaf_count=1902 141 28 167 internal_value=0 -0.000719557 0.00911945 internal_weight=0 108.583 26.3664 internal_count=2238 1930 308 is_linear=0 shrinkage=0.0224292 Tree=4681 num_leaves=4 num_cat=0 split_feature=4 454 1 split_gain=4.35954 6.27344 2.37043 threshold=0.23993500000000004 1.0000000180025095e-35 0.11570500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.839192614994911e-05 9.0094746218688764e-05 0.00045793502361427305 0.00036653448732468957 leaf_weight=105.5752863430971 18.20288646500558 5.1475128941237918 8.9435335019370523 leaf_count=1902 141 28 167 internal_value=0 -1.52427e-05 0.000181363 internal_weight=0 110.723 27.1464 internal_count=2238 1930 308 is_linear=0 shrinkage=0.000439788 Tree=4682 num_leaves=4 num_cat=0 split_feature=4 454 1 split_gain=3.9304 6.28692 2.38849 threshold=0.23993500000000004 1.0000000180025095e-35 0.11570500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019022169946667456 0.0042461327495034009 0.023615362345833613 0.01867243100859195 leaf_weight=103.47667138170073 17.680591336626097 5.0773166371509424 8.5656745125888829 leaf_count=1902 141 28 167 internal_value=0 -0.000704759 0.00896442 internal_weight=0 108.554 26.2463 internal_count=2238 1930 308 is_linear=0 shrinkage=0.0224292 Tree=4683 num_leaves=4 num_cat=0 split_feature=16 160 150 split_gain=3.86555 6.4011 5.94852 threshold=-0.078844999999999985 0.086620000000000016 -0.091259999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0086476567297943448 0.020529573678118845 -0.013249515502585312 -0.0037668359553587501 leaf_weight=48.652275232292595 5.4300448168069115 7.773575159488245 72.744406762642029 leaf_count=864 40 75 1259 internal_value=0 0.00562751 -0.00207459 internal_weight=0 56.4259 78.1745 internal_count=2238 939 1299 is_linear=0 shrinkage=0.0224292 Tree=4684 num_leaves=3 num_cat=0 split_feature=41 475 split_gain=4.13028 4.02469 threshold=0.083035000000000012 -0.08459499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01494287211810727 -0.018153529046725944 0.0027093235977621003 leaf_weight=6.8459311011247328 5.4404546887380993 121.49969443477312 leaf_count=177 84 2011 internal_value=0 0.00176568 internal_weight=0 128.346 internal_count=2272 2188 is_linear=0 shrinkage=0.0224292 Tree=4685 num_leaves=3 num_cat=0 split_feature=41 475 split_gain=3.96224 3.85627 threshold=0.083035000000000012 -0.08459499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01465697760300742 -0.017822272483463842 0.002648693802124152 leaf_weight=6.8235510137747033 5.4178951389621934 121.49385635773797 leaf_count=177 84 2011 internal_value=0 0.00172638 internal_weight=0 128.317 internal_count=2272 2188 is_linear=0 shrinkage=0.0224292 Tree=4686 num_leaves=3 num_cat=0 split_feature=41 475 split_gain=3.80045 3.69455 threshold=0.083035000000000012 -0.08459499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014374654151349137 -0.017493974804394168 0.0025894138576231266 leaf_weight=6.8021361125283866 5.3963749264366916 121.4883442835926 leaf_count=177 84 2011 internal_value=0 0.00168795 internal_weight=0 128.29 internal_count=2272 2188 is_linear=0 shrinkage=0.0224292 Tree=4687 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=3.51065 3.48068 threshold=0.083035000000000012 -0.15580999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033015969138316703 -0.00032533441296900945 1.5332490614486254e-05 leaf_weight=7.1678710457999832 5.5038075171178198 123.69236053526402 leaf_count=161 84 2027 internal_value=0 3.26228e-05 internal_weight=0 130.86 internal_count=2272 2188 is_linear=0 shrinkage=0.000439788 Tree=4688 num_leaves=4 num_cat=0 split_feature=42 160 157 split_gain=7.30295 6.71562 4.02511 threshold=-1.0000000180025095e-35 -0.066494999999999985 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007876111570640984 -0.017190300763190086 -0.02260367454790143 0.0023184269352412926 leaf_weight=5.0535125652313608 5.5735776204091954 12.87689422816038 109.32723436366359 leaf_count=85 174 544 1489 internal_value=0 -0.014014 0.0013694 internal_weight=0 17.9304 114.901 internal_count=2292 629 1663 is_linear=0 shrinkage=0.0224292 Tree=4689 num_leaves=4 num_cat=0 split_feature=42 160 15 split_gain=7.12544 6.6728 3.82024 threshold=-1.0000000180025095e-35 -0.066494999999999985 0.090545000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015544470256900398 5.5917772401603533e-05 -0.00043520182789167581 -0.00017937741638140252 leaf_weight=5.1281458925150245 101.74491476541152 13.184123567159984 15.341700662364017 leaf_count=85 1357 544 306 internal_value=0 -0.000269808 2.50631e-05 internal_weight=0 18.3123 117.087 internal_count=2292 629 1663 is_linear=0 shrinkage=0.000439788 Tree=4690 num_leaves=4 num_cat=0 split_feature=42 160 157 split_gain=7.04059 6.50857 3.8579 threshold=-1.0000000180025095e-35 -0.066494999999999985 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0077214798404416241 -0.016870483188361086 -0.02235885183739773 0.0022644384580622627 leaf_weight=5.0417473318229922 5.5515970120031843 12.729173078289021 109.35110660803912 leaf_count=85 174 544 1489 internal_value=0 -0.0138257 0.00133727 internal_weight=0 17.7709 114.903 internal_count=2292 629 1663 is_linear=0 shrinkage=0.0224292 Tree=4691 num_leaves=4 num_cat=0 split_feature=42 160 15 split_gain=6.78956 6.30697 3.76694 threshold=-1.0000000180025095e-35 -0.066494999999999985 0.090545000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075684103798582475 0.0028781708528768236 -0.022119024405803656 -0.0091924530142990929 leaf_weight=5.0288800322814522 99.931048204714898 12.580488098974454 14.933295689392251 leaf_count=85 1357 544 306 internal_value=0 -0.0136419 0.00130762 internal_weight=0 17.6094 114.864 internal_count=2292 629 1663 is_linear=0 shrinkage=0.0224292 Tree=4692 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=4.16101 4.46647 threshold=0.25682500000000003 0.089610000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.4668720802139222e-05 0.00045426329769638447 0.00018452969474665973 leaf_weight=106.55123305486632 4.0459603694616808 21.60933621582808 leaf_count=1683 97 482 internal_value=0 2.31261e-06 internal_weight=0 128.161 internal_count=2262 2165 is_linear=0 shrinkage=0.000439788 Tree=4693 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=4.24657 4.44304 threshold=0.25682500000000003 0.089610000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7515587381075612e-05 0.0004547669437262753 0.00018118531321639132 leaf_weight=106.42539214217686 4.0683307223371221 21.595914724493923 leaf_count=1683 97 482 internal_value=0 -6.01415e-07 internal_weight=0 128.021 internal_count=2262 2165 is_linear=0 shrinkage=0.000439788 Tree=4694 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=4.4504 3.78165 threshold=0.15251000000000001 0.089610000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.0496030160159519e-05 0.00033101475584994185 0.00016953544148614846 leaf_weight=104.93720848916564 7.9834904681774779 19.672322808801255 leaf_count=1672 114 476 internal_value=0 -7.3171e-06 internal_weight=0 124.61 internal_count=2262 2148 is_linear=0 shrinkage=0.000439788 Tree=4695 num_leaves=4 num_cat=0 split_feature=133 42 0 split_gain=4.03972 7.91648 5.16976 threshold=0.089610000000000009 -0.09551999999999998 -0.13752999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060565951337263474 0.049115962435727988 0.0049225740408885971 -0.0044021676506357712 leaf_weight=35.154342485111556 2.2666301671779392 18.961231593624689 73.356637203403807 leaf_count=270 39 448 1505 internal_value=0 0.00968127 -0.00101337 internal_weight=0 21.2279 108.511 internal_count=2262 487 1775 is_linear=0 shrinkage=0.0224292 Tree=4696 num_leaves=3 num_cat=0 split_feature=133 42 split_gain=4.39286 3.91944 threshold=-0.39935999999999994 -0.11377999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028195742155893374 -0.024343423087846486 0.0012692685183304214 leaf_weight=2.6901556304073884 3.0596783621731438 126.60148154383933 leaf_count=120 113 2054 internal_value=0 0.000661378 internal_weight=0 129.661 internal_count=2287 2167 is_linear=0 shrinkage=0.0224292 Tree=4697 num_leaves=3 num_cat=0 split_feature=133 42 split_gain=4.27552 3.84212 threshold=-0.39935999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028075237439483359 -0.0091391942417377737 0.0021694453784622801 leaf_weight=2.6417345452064174 17.447259033855516 112.2035676172527 leaf_count=120 556 1611 internal_value=0 0.000646507 internal_weight=0 129.651 internal_count=2287 2167 is_linear=0 shrinkage=0.0224292 Tree=4698 num_leaves=3 num_cat=0 split_feature=133 42 split_gain=4.16079 3.6892 threshold=-0.39935999999999994 -0.11377999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027951013652223806 -0.023658745083911307 0.001221564267773981 leaf_weight=2.5945779983594539 3.0517843620546037 126.53857052595413 leaf_count=120 113 2054 internal_value=0 0.000632247 internal_weight=0 129.59 internal_count=2287 2167 is_linear=0 shrinkage=0.0224292 Tree=4699 num_leaves=3 num_cat=0 split_feature=15 160 split_gain=3.7375 4.42998 threshold=-0.47522499999999995 0.11182000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024443833488488505 0.00035737803364428169 -0.020238518362765495 leaf_weight=3.0706834744196376 123.59155748873309 5.4678612094139671 leaf_count=70 2093 124 internal_value=0 -0.000518073 internal_weight=0 129.059 internal_count=2287 2217 is_linear=0 shrinkage=0.0224292 Tree=4700 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=4.24911 4.46845 3.79963 threshold=-0.0013399999999999998 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017308412825268508 -5.0224845678123292e-05 1.8874019560449708e-05 0.00032490526596384319 leaf_weight=32.882955294066051 8.6677060346119124 81.675450889408239 13.101760933903277 leaf_count=1089 103 909 132 internal_value=0 -3.62455e-05 0.000175631 internal_weight=0 114.558 21.7695 internal_count=2233 1998 235 is_linear=0 shrinkage=0.000439788 Tree=4701 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=3.23199 3.8439 threshold=0.14794000000000004 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016938238255404654 0.017932246543508279 0.00020324615698376263 leaf_weight=6.93855191807961 4.8282904004445291 121.61776985874167 leaf_count=84 99 2050 internal_value=0 -0.000724306 internal_weight=0 128.556 internal_count=2233 2134 is_linear=0 shrinkage=0.0224292 Tree=4702 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.07235 4.34046 1.83301 threshold=-0.0013399999999999998 1.0000000180025095e-35 -0.057539999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001701526225585818 0.00032716379160948694 1.9491549258047902e-05 6.6585222124025675e-05 leaf_weight=32.672259889957786 8.8371566395217105 81.611621554955491 12.752144117257556 leaf_count=1089 84 909 151 internal_value=0 -3.47446e-05 0.000173443 internal_weight=0 114.284 21.5893 internal_count=2233 1998 235 is_linear=0 shrinkage=0.000439788 Tree=4703 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=4.2689 4.41872 3.58623 threshold=-0.0013399999999999998 1.0000000180025095e-35 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017286323987236599 -4.3184052206417444e-05 1.7937609768758172e-05 0.00032082046554750954 leaf_weight=32.860662334664084 8.7061701074708271 82.071919266702025 13.095264533825683 leaf_count=1089 103 909 132 internal_value=0 -3.66344e-05 0.000175549 internal_weight=0 114.933 21.8014 internal_count=2233 1998 235 is_linear=0 shrinkage=0.000439788 Tree=4704 num_leaves=4 num_cat=0 split_feature=15 49 49 split_gain=3.46879 5.15398 4.07688 threshold=0.09167500000000002 -0.13513499999999998 -0.066894999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078471955175579179 0.0019336967498918764 -0.025188769534844821 0.0029809115922462604 leaf_weight=21.385684226406738 7.5303683066740632 6.6026556951401272 95.688460299308645 leaf_count=202 41 326 1684 internal_value=0 -0.0107542 0.00100201 internal_weight=0 14.133 117.074 internal_count=2253 367 1886 is_linear=0 shrinkage=0.0224292 Tree=4705 num_leaves=4 num_cat=0 split_feature=123 2 2 split_gain=3.59425 4.99717 3.14977 threshold=1.0000000180025095e-35 0.092885000000000009 0.096685000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5537511160888785e-05 -5.9865674096811896e-05 -0.00013532432354981596 0.00040366612716336643 leaf_weight=73.251921680355736 4.6056943159783241 49.496753309278574 7.3389579828362912 leaf_count=1298 80 763 112 internal_value=0 -2.74023e-05 0.000225124 internal_weight=0 122.749 11.9447 internal_count=2253 2061 192 is_linear=0 shrinkage=0.000439788 Tree=4706 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.38287 6.10876 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018714796036170888 -0.02410047524379124 0.00010424901979270537 leaf_weight=4.5432916637510052 5.4636492026038459 121.18261925537081 leaf_count=29 134 2090 internal_value=0 -0.000943442 internal_weight=0 126.646 internal_count=2253 2224 is_linear=0 shrinkage=0.0224292 Tree=4707 num_leaves=4 num_cat=0 split_feature=123 2 2 split_gain=3.55593 5.30669 3.08677 threshold=1.0000000180025095e-35 0.092885000000000009 0.096685000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7862214305394709e-05 -5.9080663710961648e-05 -0.00013954034761676757 0.00040333369265166174 leaf_weight=72.565734924319258 4.5323139897081983 48.906109916861169 7.2345322496257722 leaf_count=1298 80 763 112 internal_value=0 -2.75985e-05 0.000225415 internal_weight=0 121.472 11.7668 internal_count=2253 2061 192 is_linear=0 shrinkage=0.000439788 Tree=4708 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.25433 4.13442 3.64924 threshold=-0.10075499999999998 0.10044000000000002 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011891912183853708 -0.0059307589562495435 0.0037356303448744179 -0.0049912972260572237 leaf_weight=22.421129309688698 61.771495938526641 34.777343540714355 9.020504634594543 leaf_count=198 1489 454 116 internal_value=0 -0.00244883 0.00704808 internal_weight=0 96.5488 31.4416 internal_count=2257 1943 314 is_linear=0 shrinkage=0.0224292 Tree=4709 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=4.16899 4.64203 threshold=-0.5138299999999999 -0.061684999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047329681513713374 -3.7329217977256431e-05 0.00015439280569137367 leaf_weight=3.4911572038545264 93.832926625029359 33.000749113183701 leaf_count=164 1771 322 internal_value=0 1.25705e-05 internal_weight=0 126.834 internal_count=2257 2093 is_linear=0 shrinkage=0.000439788 Tree=4710 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.07566 3.96777 3.49906 threshold=-0.10075499999999998 0.10044000000000002 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011666288471895292 -0.0058094788490265859 0.0036641519533812208 -0.0048676975168087042 leaf_weight=22.34807133348659 61.691343235521344 34.756061657943064 9.0296424127882329 leaf_count=198 1489 454 116 internal_value=0 -0.00239548 0.0069082 internal_weight=0 96.4474 31.3777 internal_count=2257 1943 314 is_linear=0 shrinkage=0.0224292 Tree=4711 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=4.13514 4.44077 threshold=-0.5138299999999999 -0.061684999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047335664710883882 -3.7000132815915545e-05 0.0001510236883300424 leaf_weight=3.4703293071070211 93.25703415521275 32.833067158295307 leaf_count=164 1771 322 internal_value=0 1.19755e-05 internal_weight=0 126.09 internal_count=2257 2093 is_linear=0 shrinkage=0.000439788 Tree=4712 num_leaves=4 num_cat=0 split_feature=159 1429 2 split_gain=5.17141 4.19359 1.90749 threshold=-0.032739999999999991 0.084545000000000009 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027451498007707142 -0.00048211794315562105 0.014157969444221529 -0.0035054955841824953 leaf_weight=4.5635684574081088 109.06162222992134 10.800237375544382 2.6460069537279196 leaf_count=267 1813 129 32 internal_value=0 0.000839082 -0.0186955 internal_weight=0 119.862 7.20958 internal_count=2241 1942 299 is_linear=0 shrinkage=0.0224292 Tree=4713 num_leaves=4 num_cat=0 split_feature=1456 159 43 split_gain=5.34635 4.00276 0.00712453 threshold=-1.0000000180025095e-35 -0.032739999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046402098606300224 -0.00033835993962589818 2.8039463037961269e-05 -0.00054195780622966487 leaf_weight=2.2294985405460466 6.0403747915115664 119.40184255367785 1.826686208238242 leaf_count=160 224 1810 47 internal_value=0 1.03476e-05 -0.000501494 internal_weight=0 125.442 4.05618 internal_count=2241 2034 207 is_linear=0 shrinkage=0.000439788 Tree=4714 num_leaves=4 num_cat=0 split_feature=1456 159 42 split_gain=5.25627 3.96705 0.0090734 threshold=-1.0000000180025095e-35 -0.032739999999999991 0.053225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028068893434812631 -0.017378030620032865 0.0014583429378207799 -0.023843607060387646 leaf_weight=1.553432291853823 5.8892984729900482 117.14416964966222 2.4103013199273846 leaf_count=58 224 1810 149 internal_value=0 0.000554137 -0.0256262 internal_weight=0 123.033 3.96373 internal_count=2241 2034 207 is_linear=0 shrinkage=0.0224292 Tree=4715 num_leaves=4 num_cat=0 split_feature=1456 159 42 split_gain=5.21836 3.8497 0.00620109 threshold=-1.0000000180025095e-35 -0.032739999999999991 0.053225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054615884277592992 -0.00033472173622808973 2.5702351466939939e-05 -0.00046740606616918321 leaf_weight=1.5551415052468645 6.0000009663635856 120.05131210973195 2.4463687533134362 leaf_count=58 224 1810 149 internal_value=0 8.49819e-06 -0.000500461 internal_weight=0 126.051 4.00151 internal_count=2241 2034 207 is_linear=0 shrinkage=0.000439788 Tree=4716 num_leaves=4 num_cat=0 split_feature=133 48 1 split_gain=5.26668 3.64323 0.371693 threshold=0.11524500000000001 0.12879500000000002 0.089710000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016313449561382201 -0.028244408461122392 -0.016389043859566774 -0.014163236341113956 leaf_weight=118.70650669409224 3.0739064393274012 5.9066303158251676 1.452975607011467 leaf_count=1953 194 52 72 internal_value=0 0.000774803 -0.0238033 internal_weight=0 124.613 4.52688 internal_count=2271 2005 266 is_linear=0 shrinkage=0.0224292 Tree=4717 num_leaves=4 num_cat=0 split_feature=133 15 1 split_gain=5.1529 3.55698 0.380829 threshold=0.11524500000000001 -0.0064449999999999985 0.09036000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5361647095228327e-05 -0.00054334497265334206 9.2055440517020186e-05 -0.00026555000220520014 leaf_weight=67.478844478740939 3.1774482909240751 59.600750202662311 1.4491689174901692 leaf_count=1105 198 900 68 internal_value=0 1.37809e-05 -0.000457782 internal_weight=0 127.08 4.62662 internal_count=2271 2005 266 is_linear=0 shrinkage=0.000439788 Tree=4718 num_leaves=4 num_cat=0 split_feature=133 15 43 split_gain=4.55995 3.53601 0.30629 threshold=0.11253500000000001 -0.0064449999999999985 -0.029069999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028184826789480551 -0.025505867218782466 0.0047582281596381098 -0.012850148840694376 leaf_weight=66.085798396074097 3.2685404010117054 58.310518194899487 1.4550992450385809 leaf_count=1100 177 897 97 internal_value=0 0.00073327 -0.0216747 internal_weight=0 124.396 4.72364 internal_count=2271 1997 274 is_linear=0 shrinkage=0.0224292 Tree=4719 num_leaves=4 num_cat=0 split_feature=133 48 16 split_gain=4.46295 3.48521 0.559871 threshold=0.11253500000000001 0.12879500000000002 -0.088719999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9518633558055798e-05 -0.00018681368254409007 -0.00031397410620196656 -0.00051694693494597958 leaf_weight=120.38185842084204 1.453206549893366 5.9787658897403153 3.3446484843152566 leaf_count=1945 51 52 223 internal_value=0 1.32213e-05 -0.000418091 internal_weight=0 126.361 4.79786 internal_count=2271 1997 274 is_linear=0 shrinkage=0.000439788 Tree=4720 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=5.9808 4.77724 threshold=-1.0000000180025095e-35 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050830589861960334 -8.6673861651406355e-05 0.00017014164323167822 leaf_weight=3.7591666751541188 108.02456389311556 16.078647980990354 leaf_count=64 2009 210 internal_value=0 -5.33801e-05 internal_weight=0 124.103 internal_count=2283 2219 is_linear=0 shrinkage=0.000439788 Tree=4721 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=4.15763 4.76248 threshold=0.076175000000000007 -0.13752999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0059810658000907582 -0.025091877470289878 -0.0038645105017573174 leaf_weight=34.442615202860907 3.7201000315690171 87.382327069390158 leaf_count=236 78 1969 internal_value=0 -0.00108045 internal_weight=0 121.825 internal_count=2283 2205 is_linear=0 shrinkage=0.0224292 Tree=4722 num_leaves=4 num_cat=0 split_feature=4 3 0 split_gain=4.2966 6.08393 5.25496 threshold=0.28251000000000009 0.11296500000000002 -0.23081999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033606146008055652 0.00035549437871147546 -0.00022169753748461885 -8.8178968067925527e-05 leaf_weight=5.9476320084650061 11.292559117107887 5.1203556542168362 105.5913989036635 leaf_count=38 163 73 2009 internal_value=0 0.000175379 -6.55034e-05 internal_weight=0 16.4129 111.539 internal_count=2283 236 2047 is_linear=0 shrinkage=0.000439788 Tree=4723 num_leaves=4 num_cat=0 split_feature=4 3 0 split_gain=4.52491 6.13213 5.24754 threshold=0.28251000000000009 0.11296500000000002 -0.23081999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033515260567887236 0.00035713259775173008 -0.00022023685138160528 -9.0003038795783181e-05 leaf_weight=5.909661623183637 11.462453849788291 5.1401638329843982 106.24514949724835 leaf_count=38 163 73 2009 internal_value=0 0.000178332 -6.75475e-05 internal_weight=0 16.6026 112.155 internal_count=2283 236 2047 is_linear=0 shrinkage=0.000439788 Tree=4724 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=4.21226 5.03507 1.65336 threshold=1.0000000180025095e-35 -0.49367499999999992 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041536377411131289 0.00011504180185514459 2.0323720333356393e-07 0.0004329181548672537 leaf_weight=5.9058426776900879 8.0177002316340786 116.89714527331671 5.2312701076734802 leaf_count=102 107 1980 92 internal_value=0 -1.98437e-05 0.000240996 internal_weight=0 122.803 13.249 internal_count=2281 2082 199 is_linear=0 shrinkage=0.000439788 Tree=4725 num_leaves=3 num_cat=0 split_feature=15 0 split_gain=3.79349 5.13969 threshold=-0.4680149999999999 -0.23177499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022300578675652175 -0.023711417002097109 0.0004229847175016944 leaf_weight=3.779777505027595 4.5849069760879493 123.90162616087036 leaf_count=82 49 2150 internal_value=0 -0.000441621 internal_weight=0 128.487 internal_count=2281 2199 is_linear=0 shrinkage=0.0224292 Tree=4726 num_leaves=4 num_cat=0 split_feature=123 4 2 split_gain=3.76535 5.01135 1.69656 threshold=1.0000000180025095e-35 -0.49367499999999992 0.095085000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021278772759752731 0.0015274328908483708 1.6108507549679655e-05 0.018377910037585758 leaf_weight=5.8261134922504416 4.9180393138667551 113.72289365703182 7.7271109910216182 leaf_count=102 84 1980 115 internal_value=0 -0.00102491 0.0118365 internal_weight=0 119.549 12.6452 internal_count=2281 2082 199 is_linear=0 shrinkage=0.0224292 Tree=4727 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=3.94077 4.78593 1.66762 threshold=1.0000000180025095e-35 -0.49367499999999992 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040882930328853148 0.00010662972479268526 -1.7650512599574951e-06 0.00043054706013462247 leaf_weight=5.8503967234864822 7.839470600942148 115.80694113112986 5.0570355408126488 leaf_count=102 107 1980 92 internal_value=0 -2.14015e-05 0.000234094 internal_weight=0 121.657 12.8965 internal_count=2281 2082 199 is_linear=0 shrinkage=0.000439788 Tree=4728 num_leaves=4 num_cat=0 split_feature=42 133 123 split_gain=3.79558 7.00179 4.64291 threshold=0.092395000000000019 0.10357500000000001 0.084080000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011760087041433323 -0.012705736273820817 0.023630250427262814 0.016391981448922704 leaf_weight=101.53597250901657 16.694518431235341 7.4835218866646747 3.2869468865683293 leaf_count=1615 394 159 65 internal_value=0 0.00272122 -0.00790809 internal_weight=0 109.019 19.9815 internal_count=2233 1774 459 is_linear=0 shrinkage=0.0224292 Tree=4729 num_leaves=4 num_cat=0 split_feature=12 15 474 split_gain=3.61133 5.09186 4.10389 threshold=0.045590000000000006 0.15100500000000003 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9425255715762383e-05 -8.5605784340935927e-05 0.00031835251366776196 0.00035941453754430872 leaf_weight=51.674449824320618 63.264867425794364 6.6526403236202887 9.8147939131595177 leaf_count=502 1625 34 72 internal_value=0 -4.70928e-05 9.90013e-05 internal_weight=0 69.9175 61.4892 internal_count=2233 1659 574 is_linear=0 shrinkage=0.000439788 Tree=4730 num_leaves=4 num_cat=0 split_feature=42 123 16 split_gain=3.63782 4.46954 3.89418 threshold=0.092395000000000019 0.084080000000000016 -0.088204999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039535201779179021 -0.012470278213295724 0.016207020520237328 0.0053744879504969345 leaf_weight=31.743273757914722 16.633337077888431 3.2540961966151363 77.328655176133907 leaf_count=518 394 65 1256 internal_value=0 -0.00776689 0.00265953 internal_weight=0 19.8874 109.072 internal_count=2233 459 1774 is_linear=0 shrinkage=0.0224292 Tree=4731 num_leaves=4 num_cat=0 split_feature=12 15 474 split_gain=3.80795 5.18237 4.1107 threshold=0.045590000000000006 0.15100500000000003 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0678121791510069e-05 -8.8641882953421295e-05 0.00031860414381980736 0.00036157877674243295 leaf_weight=51.568535342346877 63.316346575353236 6.6624972586287177 9.7694694950478134 leaf_count=502 1625 34 72 internal_value=0 -4.97928e-05 0.000100293 internal_weight=0 69.9788 61.338 internal_count=2233 1659 574 is_linear=0 shrinkage=0.000439788 Tree=4732 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=5.79178 5.43958 threshold=-0.24503499999999998 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051247581975084595 -2.4601943538027176e-05 0.00016259028026998054 leaf_weight=3.7244159179972476 83.955503641540417 46.717363722273149 leaf_count=101 1460 694 internal_value=0 4.23358e-05 internal_weight=0 130.673 internal_count=2255 2154 is_linear=0 shrinkage=0.000439788 Tree=4733 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=5.85106 5.75123 threshold=-0.24503499999999998 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051282405260872775 -2.6746361233801821e-05 0.00016568576412685052 leaf_weight=3.762085960363037 83.940749595843954 46.757908274041256 leaf_count=101 1460 694 internal_value=0 4.21111e-05 internal_weight=0 130.699 internal_count=2255 2154 is_linear=0 shrinkage=0.000439788 Tree=4734 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=5.73685 5.46577 threshold=-0.24503499999999998 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026248943803316247 -0.0013311551689125429 0.0083471701892168515 leaf_weight=3.6705892618338103 82.32957811486267 45.598289441957604 leaf_count=101 1460 694 internal_value=0 0.00211929 internal_weight=0 127.928 internal_count=2255 2154 is_linear=0 shrinkage=0.0224292 Tree=4735 num_leaves=3 num_cat=0 split_feature=42 0 split_gain=5.61801 5.02047 threshold=-0.11377999999999998 0.15238000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030601491044624497 0.00088782169229408828 0.020105640540695639 leaf_weight=2.7013629663633756 121.56238650226442 7.2272564537124699 leaf_count=113 2100 42 internal_value=0 0.00196908 internal_weight=0 128.79 internal_count=2255 2142 is_linear=0 shrinkage=0.0224292 Tree=4736 num_leaves=3 num_cat=0 split_feature=150 131 split_gain=3.94351 3.8014 threshold=-0.22665999999999997 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020798861757494611 -0.0013382787100039296 0.019014654798274019 leaf_weight=4.4819132378324857 121.61555788828991 4.7796068485768037 leaf_count=20 2059 159 internal_value=0 -0.000565881 internal_weight=0 126.395 internal_count=2238 2218 is_linear=0 shrinkage=0.0224292 Tree=4737 num_leaves=3 num_cat=0 split_feature=1213 131 split_gain=3.80566 3.67628 threshold=-0.082704999999999987 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047679633812728315 4.7108209938434199e-07 0.00039849138598048423 leaf_weight=3.1004307052498907 124.97359339489776 4.6364454660797483 leaf_count=213 1892 133 internal_value=0 1.47658e-05 internal_weight=0 129.61 internal_count=2238 2025 is_linear=0 shrinkage=0.000439788 Tree=4738 num_leaves=3 num_cat=0 split_feature=150 3 split_gain=3.84604 4.77283 threshold=-0.22665999999999997 0.25682500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040219664741042053 -2.5262484827793384e-05 0.00045515877128962082 leaf_weight=4.513765934854745 125.34066954684386 4.1123577371472484 leaf_count=20 2121 97 internal_value=0 -9.93599e-06 internal_weight=0 129.453 internal_count=2238 2218 is_linear=0 shrinkage=0.000439788 Tree=4739 num_leaves=3 num_cat=0 split_feature=150 131 split_gain=3.79568 3.61672 threshold=-0.22665999999999997 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020483695041123056 -0.0013059999448564992 0.018511270185467662 leaf_weight=4.4486117865890256 121.70104974855349 4.7971586138883131 leaf_count=20 2059 159 internal_value=0 -0.000551795 internal_weight=0 126.498 internal_count=2238 2218 is_linear=0 shrinkage=0.0224292 Tree=4740 num_leaves=4 num_cat=0 split_feature=1456 0 0 split_gain=4.9847 4.58849 0.00657448 threshold=-1.0000000180025095e-35 -0.0042749999999999993 -0.11227499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054537757667933405 -2.866137515872187e-05 0.00020191107280594951 -0.00046473535952501764 leaf_weight=1.4453470567241313 107.27840357598325 19.749914015847025 2.4405338314609244 leaf_count=24 1804 228 174 internal_value=0 7.21217e-06 -0.00049725 internal_weight=0 127.028 3.88588 internal_count=2230 2032 198 is_linear=0 shrinkage=0.000439788 Tree=4741 num_leaves=4 num_cat=0 split_feature=1456 0 0 split_gain=4.87412 4.17551 0.00770336 threshold=-1.0000000180025095e-35 -0.0042749999999999993 -0.097774999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027929529808953212 -0.0015020400708276934 0.0098376364287637661 -0.023706052528370949 leaf_weight=1.4455543498042973 104.87898871311336 19.329718939814484 2.360467007427359 leaf_count=26 1804 228 172 internal_value=0 0.000263914 -0.0254416 internal_weight=0 124.209 3.80602 internal_count=2230 2032 198 is_linear=0 shrinkage=0.0224292 Tree=4742 num_leaves=4 num_cat=0 split_feature=1456 0 0 split_gain=4.75756 4.0023 0.00522115 threshold=-1.0000000180025095e-35 -0.0042749999999999993 -0.095304999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027759231307775963 -0.0014684323975132547 0.0096488111014082553 -0.023680452750552129 leaf_weight=1.4384703480172905 104.87364108025213 19.267053935589502 2.2915456216724115 leaf_count=31 1804 228 167 internal_value=0 0.000258219 -0.0253868 internal_weight=0 124.141 3.73002 internal_count=2230 2032 198 is_linear=0 shrinkage=0.0224292 Tree=4743 num_leaves=4 num_cat=0 split_feature=1456 1212 12 split_gain=4.64395 3.86321 0.0035926 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027311954407537985 -0.02358924287850913 0.00090938551246527689 -0.023406014182615797 leaf_weight=1.6792077554855489 3.3082305701100259 120.76624709602766 1.9762174484712884 leaf_count=30 154 1878 168 internal_value=0 0.000252643 -0.0253329 internal_weight=0 124.074 3.65543 internal_count=2230 2032 198 is_linear=0 shrinkage=0.0224292 Tree=4744 num_leaves=4 num_cat=0 split_feature=0 15 1 split_gain=4.7836 5.39186 4.3732 threshold=-0.020899999999999998 -1.0000000180025095e-35 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085077589966396465 0.026720425121503622 0.0032295826286824559 0.0015687660503267567 leaf_weight=29.785563028730394 6.8069100035063483 17.586151378578506 79.345676092030772 leaf_count=1098 91 181 899 internal_value=0 0.0098005 -0.00118246 internal_weight=0 24.3931 109.131 internal_count=2269 272 1997 is_linear=0 shrinkage=0.0224292 Tree=4745 num_leaves=4 num_cat=0 split_feature=0 15 1 split_gain=4.59539 5.28396 4.19736 threshold=-0.020899999999999998 -1.0000000180025095e-35 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083539699757880313 0.026551715981519293 0.0031594033984200906 0.0015338847930360066 leaf_weight=29.655363249745278 6.6978715735313044 17.574145740945823 79.330510494153714 leaf_count=1098 91 181 899 internal_value=0 0.00963032 -0.00115762 internal_weight=0 24.272 108.986 internal_count=2269 272 1997 is_linear=0 shrinkage=0.0224292 Tree=4746 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.61455 5.64841 4.77263 threshold=-0.061994999999999995 0.077765000000000015 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020529016599312924 6.4758232732146914e-05 3.0236750253566971e-05 0.00044939370618020787 leaf_weight=27.501388035314449 30.472643310175044 69.236722918241867 7.8298186261672518 leaf_count=1042 376 801 50 internal_value=0 -3.67478e-05 0.00014357 internal_weight=0 96.7381 38.3025 internal_count=2269 1843 426 is_linear=0 shrinkage=0.000439788 Tree=4747 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.6232 5.963 4.65035 threshold=-0.061994999999999995 0.077765000000000015 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020720958107424761 6.8186017364613166e-05 3.4305390655547588e-05 0.00044780881392315148 leaf_weight=27.637748773064232 30.603458886180306 69.345552788006898 7.8242013663984826 leaf_count=1042 376 801 50 internal_value=0 -3.45474e-05 0.000145664 internal_weight=0 96.9833 38.4277 internal_count=2269 1843 426 is_linear=0 shrinkage=0.000439788 Tree=4748 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=6.63717 5.19905 5.12805 threshold=0.14114500000000005 0.18829500000000002 0.12431000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017431387663042661 0.030923475865728599 0.0030400867726814947 -0.025066341126622045 leaf_weight=105.33736871692236 5.3306337413378051 9.0760784571612003 4.9472121207509181 leaf_count=1955 25 263 57 internal_value=0 0.0133845 -0.00279354 internal_weight=0 14.4067 110.285 internal_count=2300 288 2012 is_linear=0 shrinkage=0.0224292 Tree=4749 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=6.36104 5.05552 4.93565 threshold=0.14114500000000005 0.18829500000000002 0.12431000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017040071452820431 0.030550229784759731 0.0029693453761823986 -0.024647721928764913 leaf_weight=105.33990562033432 5.2755954620661205 9.0842488416310498 4.9190358500927678 leaf_count=1955 25 263 57 internal_value=0 0.0131293 -0.0027317 internal_weight=0 14.3598 110.259 internal_count=2300 288 2012 is_linear=0 shrinkage=0.0224292 Tree=4750 num_leaves=4 num_cat=0 split_feature=52 9 52 split_gain=5.86579 5.9128 4.99782 threshold=0.14114500000000005 -0.036024999999999995 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051117988470313861 0.00058764741267717721 -6.8926021292537663e-05 5.1318395301407214e-05 leaf_weight=3.4888348767126436 5.2576037426479152 108.90871444497316 9.2653981731782533 leaf_count=68 25 1944 263 internal_value=0 -5.08357e-05 0.000245996 internal_weight=0 112.398 14.523 internal_count=2300 2012 288 is_linear=0 shrinkage=0.000439788 Tree=4751 num_leaves=4 num_cat=0 split_feature=52 9 52 split_gain=5.65395 6.10819 5.09395 threshold=0.14114500000000005 -0.036024999999999995 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005109972141087892 0.0005844897534096257 -6.9785301934195565e-05 4.4052931093180371e-05 leaf_weight=3.5997550037282044 5.267817309126257 109.02531800139695 9.3291794790275144 leaf_count=68 25 1944 263 internal_value=0 -5.11387e-05 0.000239596 internal_weight=0 112.625 14.597 internal_count=2300 2012 288 is_linear=0 shrinkage=0.000439788 Tree=4752 num_leaves=4 num_cat=0 split_feature=133 4 3 split_gain=4.53471 8.39304 4.23154 threshold=0.064285000000000009 -0.082084999999999977 -0.097214999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049299307298016192 0.02398469441524282 -0.0012970466115893059 -0.0054968417956230515 leaf_weight=26.581599707737041 9.9602738136891293 19.536372896938701 74.195317214573151 leaf_count=280 143 623 1231 internal_value=0 0.00724995 -0.00274619 internal_weight=0 29.4966 100.777 internal_count=2277 766 1511 is_linear=0 shrinkage=0.0224292 Tree=4753 num_leaves=4 num_cat=0 split_feature=133 4 3 split_gain=4.33715 8.0427 4.04534 threshold=0.064285000000000009 -0.082084999999999977 -0.097214999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048241051022554242 0.023498760310634532 -0.0012682811114219648 -0.0053745070885874912 leaf_weight=26.556145043527067 9.9388651245972159 19.531831053587666 74.182712132351298 leaf_count=280 143 623 1231 internal_value=0 0.0070941 -0.00268561 internal_weight=0 29.4707 100.739 internal_count=2277 766 1511 is_linear=0 shrinkage=0.0224292 Tree=4754 num_leaves=4 num_cat=0 split_feature=133 4 52 split_gain=4.14798 7.70531 4.00569 threshold=0.064285000000000009 -0.082084999999999977 -0.40083999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022172682274197691 0.02301861260628699 -0.0012401466821882147 -0.0016024067616202536 leaf_weight=4.9929764785920261 9.9192357885767724 19.527402126950619 95.709240331583715 leaf_count=156 143 623 1355 internal_value=0 0.00694115 -0.00262632 internal_weight=0 29.4466 100.702 internal_count=2277 766 1511 is_linear=0 shrinkage=0.0224292 Tree=4755 num_leaves=4 num_cat=0 split_feature=43 43 49 split_gain=3.90508 5.74468 4.376 threshold=-0.082894999999999983 -0.085739999999999997 -0.12807999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.512408006454951e-05 -0.0004469411432465468 0.00056505121121909788 -3.4917671607970705e-05 leaf_weight=34.189983883843524 5.2650365289300671 4.6535097935993681 88.360385590436636 leaf_count=480 44 113 1640 internal_value=0 0.000107659 -5.81743e-05 internal_weight=0 38.8435 93.6254 internal_count=2277 593 1684 is_linear=0 shrinkage=0.000439788 Tree=4756 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=5.35106 4.88898 1.37581 threshold=0.12337000000000002 0.069910000000000014 0.13082500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039453702214732331 0.0070792759509534517 0.0079057402194544889 0.022043186726353574 leaf_weight=92.438184154314513 7.0105542529490759 21.584973848890513 5.5488434452563524 leaf_count=1868 174 192 28 internal_value=0 -0.00170097 0.0137139 internal_weight=0 114.023 12.5594 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=4757 num_leaves=4 num_cat=0 split_feature=1 457 1 split_gain=5.49474 5.23461 1.36947 threshold=0.12337000000000002 0.069910000000000014 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8403505309455575e-05 0.00048734121780456981 0.00015876221430777138 0.0001743806412082834 leaf_weight=95.165445894417644 3.8537628108169875 22.1789555917494 9.0994277817080711 leaf_count=1868 42 192 160 internal_value=0 -3.35589e-05 0.000268071 internal_weight=0 117.344 12.9532 internal_count=2262 2060 202 is_linear=0 shrinkage=0.000439788 Tree=4758 num_leaves=4 num_cat=0 split_feature=1 457 1 split_gain=5.24789 4.62937 1.41521 threshold=0.12337000000000002 0.069910000000000014 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4606978664394774e-05 0.00048908027952430813 0.00015001537972103137 0.00016872401206005611 leaf_weight=94.269542623806046 3.7876423413399598 21.842002671968658 9.0361678255139832 leaf_count=1868 42 192 160 internal_value=0 -3.2335e-05 0.000263931 internal_weight=0 116.112 12.8238 internal_count=2262 2060 202 is_linear=0 shrinkage=0.000439788 Tree=4759 num_leaves=4 num_cat=0 split_feature=1 457 1 split_gain=5.24323 4.97127 1.4621 threshold=0.12337000000000002 0.048350000000000011 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8238277935654721e-05 0.00049447894134188597 0.00015235992329487577 0.00016709601526941417 leaf_weight=92.771266197829391 3.7477978041861197 22.43974915612489 8.9289402271970157 leaf_count=1854 42 206 160 internal_value=0 -3.33067e-05 0.000264483 internal_weight=0 115.211 12.6767 internal_count=2262 2060 202 is_linear=0 shrinkage=0.000439788 Tree=4760 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=5.09127 4.96141 threshold=0.17126500000000003 0.13840500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016006315005367567 0.022270450861427871 0.020156667007465507 leaf_weight=113.54709212503076 5.092013946035876 5.5102080085198386 leaf_count=2144 26 105 internal_value=0 -0.00059059 internal_weight=0 119.057 internal_count=2275 2249 is_linear=0 shrinkage=0.0224292 Tree=4761 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.93854 4.88393 threshold=0.17126500000000003 0.13840500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.0501418448268638e-05 0.00042951688351944739 0.00039195214038800677 leaf_weight=115.30053881567437 5.1093803343828759 5.528511520009487 leaf_count=2144 26 105 internal_value=0 -1.11133e-05 internal_weight=0 120.829 internal_count=2275 2249 is_linear=0 shrinkage=0.000439788 Tree=4762 num_leaves=3 num_cat=0 split_feature=1 3 split_gain=4.36406 4.42889 threshold=0.13840500000000003 -0.48702499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.025686837661659492 0.019941088757072074 -0.0012748969161151301 leaf_weight=3.1294380076578809 5.4452589177526525 115.49224543619493 leaf_count=26 105 2144 internal_value=0 -0.000559582 internal_weight=0 118.622 internal_count=2275 2170 is_linear=0 shrinkage=0.0224292 Tree=4763 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.81224 4.63494 threshold=0.17126500000000003 0.13840500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015387278571714334 0.021803906567148545 0.019728105886045327 leaf_weight=113.55281190470123 5.0203048051916985 5.3815241114352821 leaf_count=2144 26 105 internal_value=0 -0.000573437 internal_weight=0 118.934 internal_count=2275 2249 is_linear=0 shrinkage=0.0224292 Tree=4764 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=4.5642 7.77649 6.32564 threshold=0.077765000000000015 0.097665000000000016 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010141032497333021 0.00087637525131195409 0.017651305909673527 0.025538735800530211 leaf_weight=37.768313120337552 77.590122753026662 5.830982261337339 5.5912898615933946 leaf_count=1179 984 19 73 internal_value=0 -0.00641798 0.00253961 internal_weight=0 43.5993 83.1814 internal_count=2255 1198 1057 is_linear=0 shrinkage=0.0224292 Tree=4765 num_leaves=4 num_cat=0 split_feature=0 9 4 split_gain=4.75515 5.94112 5.74013 threshold=-0.13752999999999996 -0.036024999999999995 0.08098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024844047425431046 0.00051425642424597054 -8.6870925874287259e-05 -0.00011078548376753736 leaf_weight=24.214442158714519 3.2808186243055379 87.640344296414696 13.325320536037905 leaf_count=172 63 1900 120 internal_value=0 -6.50763e-05 0.000120936 internal_weight=0 90.9212 37.5398 internal_count=2255 1963 292 is_linear=0 shrinkage=0.000439788 Tree=4766 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=4.73534 7.64951 5.45772 threshold=0.077765000000000015 0.097665000000000016 0.019620000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019781281357530506 2.1545367147543926e-05 0.00034213678314908897 0.00046350111288206232 leaf_weight=38.131602686953556 78.553939355057082 5.8356485581025472 5.7847100843209764 leaf_count=1179 982 19 75 internal_value=0 -0.000126029 5.19567e-05 internal_weight=0 43.9673 84.3386 internal_count=2255 1198 1057 is_linear=0 shrinkage=0.000439788 Tree=4767 num_leaves=4 num_cat=0 split_feature=0 9 4 split_gain=4.39775 5.83656 5.78877 threshold=-0.13752999999999996 -0.036024999999999995 0.08098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012521149600256548 0.026305021529030363 -0.0043284547118852225 -0.0059886652618690367 leaf_weight=23.960062506070244 3.2276913616224183 86.322343059298873 13.152805936639195 leaf_count=172 63 1900 120 internal_value=0 -0.00321895 0.00596156 internal_weight=0 89.55 37.1129 internal_count=2255 1963 292 is_linear=0 shrinkage=0.0224292 Tree=4768 num_leaves=4 num_cat=0 split_feature=43 0 403 split_gain=3.98247 3.96271 3.78307 threshold=0.12486500000000002 -0.033989999999999999 -0.092224999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041716430300910894 3.4536436315773858e-05 0.00055038269327660808 1.72115567236118e-05 leaf_weight=3.9869458552857386 6.2418271377609926 5.3335752282291633 121.25493523062323 leaf_count=252 176 14 1835 internal_value=0 0.000272737 3.32217e-06 internal_weight=0 11.5754 125.242 internal_count=2277 190 2087 is_linear=0 shrinkage=0.000439788 Tree=4769 num_leaves=4 num_cat=0 split_feature=43 43 0 split_gain=4.0512 3.83342 3.77516 threshold=0.12486500000000002 -0.50913499999999989 -0.033989999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017783721360861354 0.0021909753690427915 -0.00069393757355807413 0.028061301412184735 leaf_weight=5.9156749922549343 6.1372320218069945 117.01100798071275 5.2646177392452937 leaf_count=45 176 2042 14 internal_value=0 0.000197897 0.0141631 internal_weight=0 122.927 11.4018 internal_count=2277 2087 190 is_linear=0 shrinkage=0.0224292 Tree=4770 num_leaves=4 num_cat=0 split_feature=43 0 43 split_gain=3.89463 3.67967 3.67031 threshold=0.12486500000000002 -0.033989999999999999 -0.50913499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017417017278410184 0.0021406094959546176 0.027757644571131775 -0.0006783803991819514 leaf_weight=5.9052694099955252 6.1411457679132582 5.2037361767142993 117.01019445708516 leaf_count=45 176 14 2042 internal_value=0 0.0139177 0.000193553 internal_weight=0 11.3449 122.915 internal_count=2277 190 2087 is_linear=0 shrinkage=0.0224292 Tree=4771 num_leaves=3 num_cat=0 split_feature=1374 43 split_gain=3.82837 3.46685 threshold=0.093235000000000012 0.12486500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0009052586970127041 -0.018911609420427449 0.013945830105825367 leaf_weight=118.45906064592418 4.5245118895545593 11.209168883964592 leaf_count=2046 42 189 internal_value=0 0.00203444 internal_weight=0 129.668 internal_count=2277 2235 is_linear=0 shrinkage=0.0224292 Tree=4772 num_leaves=4 num_cat=0 split_feature=131 42 15 split_gain=4.43995 2.84573 1.66913 threshold=0.092620000000000022 -0.11377999999999998 -0.071844999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035163923545741404 -0.00012368079148832885 1.8298807722084247e-06 -0.00057036983247061028 leaf_weight=4.5515899842139325 2.838292395521421 121.76134213878686 3.7849608265969428 leaf_count=127 82 1941 172 internal_value=0 -1.09583e-05 -0.000379854 internal_weight=0 126.313 6.62325 internal_count=2322 2068 254 is_linear=0 shrinkage=0.000439788 Tree=4773 num_leaves=4 num_cat=0 split_feature=131 42 15 split_gain=4.45647 2.89001 1.6909 threshold=0.092620000000000022 -0.11377999999999998 -0.071844999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035295599998632889 -0.0001231140023002402 3.3930733793066533e-06 -0.00057303942382007356 leaf_weight=4.5480313772495711 2.8498581967432983 121.63507113574451 3.7506839557318008 leaf_count=127 82 1941 172 internal_value=0 -9.5023e-06 -0.000379694 internal_weight=0 126.183 6.60054 internal_count=2322 2068 254 is_linear=0 shrinkage=0.000439788 Tree=4774 num_leaves=4 num_cat=0 split_feature=131 42 15 split_gain=4.48674 2.94498 1.61782 threshold=0.092620000000000022 -0.11377999999999998 -0.071844999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018342922904402429 -0.0066357323581403014 0.00018746029892944578 -0.029381517556959353 leaf_weight=4.4571621275827047 2.7656188147957437 119.47190842510463 3.6724773133464614 leaf_count=127 82 1941 172 internal_value=0 -0.000481715 -0.0196591 internal_weight=0 123.929 6.4381 internal_count=2322 2068 254 is_linear=0 shrinkage=0.0224292 Tree=4775 num_leaves=4 num_cat=0 split_feature=131 48 15 split_gain=4.41621 2.63913 1.65329 threshold=0.092620000000000022 -0.085909999999999986 -0.071844999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028891524391825706 -0.00012639935850044913 4.374996943253977e-06 -0.00057225356827163038 leaf_weight=6.2228330755606285 2.8507796024205163 120.31120319518959 3.7133390633680383 leaf_count=59 82 2009 172 internal_value=0 -1.00902e-05 -0.000379548 internal_weight=0 126.534 6.56412 internal_count=2322 2068 254 is_linear=0 shrinkage=0.000439788 Tree=4776 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=4.89271 4.70524 4.00879 threshold=-0.0048499999999999993 -0.5138299999999999 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042422390753273147 -0.00046671628080250462 6.1515845772810602e-05 0.00027751833264928971 leaf_weight=7.5856378669268434 3.3338521979167117 119.79852101751021 1.9713268205523489 leaf_count=353 153 1742 12 internal_value=0 4.71436e-05 -0.00027921 internal_weight=0 123.132 9.55696 internal_count=2260 1895 365 is_linear=0 shrinkage=0.000439788 Tree=4777 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=4.84477 4.49877 3.84914 threshold=-0.0048499999999999993 0.10273000000000002 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021669629571096607 0.0037940086156350037 -0.012316845582633197 0.013864416032967029 leaf_weight=7.3476204910839424 110.70676347727567 9.4461338789551501 1.9225678388029335 leaf_count=353 1676 219 12 internal_value=0 0.00252566 -0.0142868 internal_weight=0 120.153 9.27019 internal_count=2260 1895 365 is_linear=0 shrinkage=0.0224292 Tree=4778 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=4.66965 4.38042 3.72191 threshold=-0.0048499999999999993 -0.5138299999999999 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021427549984468063 -0.023726548221032377 0.0031695904526208253 0.013668248327651789 leaf_weight=7.2651215816440509 3.1087341809761702 117.00311404708918 1.9068728554993866 leaf_count=353 153 1742 12 internal_value=0 0.0024698 -0.0141178 internal_weight=0 120.112 9.17199 internal_count=2260 1895 365 is_linear=0 shrinkage=0.0224292 Tree=4779 num_leaves=3 num_cat=0 split_feature=454 484 split_gain=4.6885 4.76948 threshold=-1.0000000180025095e-35 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042482830990295912 -0.0002666479978101977 6.3274546235514778e-05 leaf_weight=4.3287483479361972 9.1112627476977632 118.08699874077138 leaf_count=56 354 1850 internal_value=0 3.96056e-05 internal_weight=0 127.198 internal_count=2260 2204 is_linear=0 shrinkage=0.000439788 Tree=4780 num_leaves=4 num_cat=0 split_feature=131 131 12 split_gain=4.63634 7.77748 5.6026 threshold=0.10033500000000002 0.10370500000000001 0.092355000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019814184338262718 0.056409875920308231 -0.0023835855385872873 -0.0099570179763724571 leaf_weight=96.602372656809166 1.936168658081441 2.6844699159555603 24.845126040105242 leaf_count=1468 19 133 608 internal_value=0 0.0223832 -0.000462069 internal_weight=0 4.62064 121.447 internal_count=2228 152 2076 is_linear=0 shrinkage=0.0224292 Tree=4781 num_leaves=4 num_cat=0 split_feature=131 131 12 split_gain=4.41135 7.32155 5.36265 threshold=0.10033500000000002 0.10370500000000001 0.092355000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001937119050531995 0.05453139971728671 -0.0023312896372541421 -0.0097510567207650407 leaf_weight=96.595784056000412 1.9583414611406613 2.6835655739414506 24.801777117638267 leaf_count=1468 19 133 608 internal_value=0 0.0217832 -0.000451957 internal_weight=0 4.64191 121.398 internal_count=2228 152 2076 is_linear=0 shrinkage=0.0224292 Tree=4782 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=4.2776 5.54884 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002867623093512919 0.00058208986807413844 1.3316543566279152e-05 leaf_weight=8.8635017615742964 3.3959819573210543 116.15747040868155 leaf_count=114 41 2073 internal_value=0 2.95632e-05 internal_weight=0 119.553 internal_count=2228 2114 is_linear=0 shrinkage=0.000439788 Tree=4783 num_leaves=4 num_cat=0 split_feature=131 131 457 split_gain=3.50758 6.46413 3.33349 threshold=0.10033500000000002 0.10370500000000001 -0.15747999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034253596533229401 0.00096269797046058905 -5.5780382721179372e-05 -1.9323495266886243e-05 leaf_weight=5.1151897124946109 2.063143355306237 2.8572564863134176 120.13696645591699 leaf_count=28 19 133 2048 internal_value=0 0.000373342 -4.49552e-06 internal_weight=0 4.9204 125.252 internal_count=2228 152 2076 is_linear=0 shrinkage=0.000439788 Tree=4784 num_leaves=3 num_cat=0 split_feature=12 1 split_gain=4.77711 3.47939 threshold=0.11621500000000001 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.8041436651951597e-05 -0.00042079100283416634 8.4245610466111923e-05 leaf_weight=44.040310406475328 4.6450819116435005 84.986223921747296 leaf_count=1135 116 1024 internal_value=0 3.22635e-05 internal_weight=0 129.027 internal_count=2275 2159 is_linear=0 shrinkage=0.000439788 Tree=4785 num_leaves=3 num_cat=0 split_feature=12 48 split_gain=4.88514 3.72462 threshold=0.11621500000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026201263882931329 -0.021954754506513744 -0.015038591055626173 leaf_weight=120.30994498885411 4.5154776593844863 6.305804611874918 leaf_count=2103 116 56 internal_value=0 0.00173854 internal_weight=0 126.616 internal_count=2275 2159 is_linear=0 shrinkage=0.0224292 Tree=4786 num_leaves=3 num_cat=0 split_feature=12 48 split_gain=4.68754 3.55762 threshold=0.11621500000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025614550989499331 -0.021557825299865791 -0.014690148646997135 leaf_weight=120.30591528033256 4.4960494975966858 6.3109795434065736 leaf_count=2103 116 56 internal_value=0 0.0016995 internal_weight=0 126.617 internal_count=2275 2159 is_linear=0 shrinkage=0.0224292 Tree=4787 num_leaves=3 num_cat=0 split_feature=12 1 split_gain=4.45424 3.47549 threshold=0.11621500000000001 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.683087532599903e-05 -0.00040587346783681319 8.5073409887253659e-05 leaf_weight=44.177504595463688 4.6069869451748664 85.45259071518376 leaf_count=1135 116 1024 internal_value=0 3.33027e-05 internal_weight=0 129.63 internal_count=2275 2159 is_linear=0 shrinkage=0.000439788 Tree=4788 num_leaves=4 num_cat=0 split_feature=484 403 2 split_gain=5.3929 3.87459 1.6499 threshold=-0.0048499999999999993 0.092660000000000006 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024600641716450936 -0.0006652409910797172 0.014387616765019838 -0.0033657250719999841 leaf_weight=5.8435812135721772 110.25095703547413 9.3111293497786374 2.6929879260715097 leaf_count=313 1750 173 45 internal_value=0 0.000509139 -0.0179242 internal_weight=0 119.562 8.53657 internal_count=2281 1923 358 is_linear=0 shrinkage=0.0224292 Tree=4789 num_leaves=4 num_cat=0 split_feature=484 0 12 split_gain=5.08707 3.6223 3.03779 threshold=-0.0048499999999999993 -0.076639999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023974407114630877 -4.6976459325506645e-05 0.00011057592872121638 -0.00045344379550569321 leaf_weight=1.4563442130456676 78.837611637951341 43.938395629753359 7.2780422358482593 leaf_count=15 1267 656 343 internal_value=0 9.41594e-06 -0.000337593 internal_weight=0 122.776 8.73439 internal_count=2281 1923 358 is_linear=0 shrinkage=0.000439788 Tree=4790 num_leaves=4 num_cat=0 split_feature=484 1 2 split_gain=5.15815 4.29877 1.7334 threshold=-0.0048499999999999993 0.099325000000000011 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047526610753917831 -4.9293247698262316e-05 0.00012415915693340536 -5.3139407178551259e-05 leaf_weight=5.8872974265541398 80.475742803719186 42.065304127667332 2.7687178126652725 leaf_count=313 1398 525 45 internal_value=0 1.02587e-05 -0.000340659 internal_weight=0 122.541 8.65602 internal_count=2281 1923 358 is_linear=0 shrinkage=0.000439788 Tree=4791 num_leaves=4 num_cat=0 split_feature=484 1 12 split_gain=5.27597 4.40881 3.08802 threshold=-0.0048499999999999993 0.10384000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024247262755571763 -4.2372951998574394e-05 0.00013850998402786504 -0.00045654435589922879 leaf_weight=1.454538221878465 85.702703542541713 37.428901769308141 7.3070544053480244 leaf_count=15 1473 450 343 internal_value=0 1.26238e-05 -0.000340224 internal_weight=0 123.132 8.76159 internal_count=2281 1923 358 is_linear=0 shrinkage=0.000439788 Tree=4792 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=5.20352 8.25582 4.57293 threshold=0.099195000000000019 -0.082084999999999977 0.096380000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.11536967366618e-05 0.00018270152795815968 -0.00020456338874068293 -0.00010073013752962662 leaf_weight=27.272736038983567 29.390691020118538 55.178383625614515 17.582445420674048 leaf_count=467 403 1205 197 internal_value=0 -0.000106749 7.66128e-05 internal_weight=0 82.4511 46.9731 internal_count=2272 1672 600 is_linear=0 shrinkage=0.000439788 Tree=4793 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.43339 6.54695 4.77026 threshold=0.099195000000000019 -0.23081999999999997 0.096380000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018807598422361276 0.0091668797360792195 -0.0068738369335114612 -0.0057637620240156432 leaf_weight=5.3284722490934646 28.58516082999995 75.639161782586598 17.244675025576726 leaf_count=34 403 1638 197 internal_value=0 -0.00517971 0.00354877 internal_weight=0 80.9676 45.8298 internal_count=2272 1672 600 is_linear=0 shrinkage=0.0224292 Tree=4794 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=4.24487 8.07146 4.56946 threshold=0.099195000000000019 -0.082084999999999977 0.096380000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049725767870047611 0.0089890107786980041 -0.010073206043801313 -0.0056234477170024688 leaf_weight=26.850783428992145 28.498330222239019 53.954749327589525 17.278609776636586 leaf_count=467 403 1205 197 internal_value=0 -0.00507367 0.00347346 internal_weight=0 80.8055 45.7769 internal_count=2272 1672 600 is_linear=0 shrinkage=0.0224292 Tree=4795 num_leaves=3 num_cat=0 split_feature=457 4 split_gain=4.17758 4.44328 threshold=-0.098834999999999992 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015891878526570376 -0.003656729493285949 0.020858620936642702 leaf_weight=6.2614009347744277 116.29807355310913 3.8232878157286896 leaf_count=45 2123 104 internal_value=0 -0.00287325 internal_weight=0 120.121 internal_count=2272 2227 is_linear=0 shrinkage=0.0224292 Tree=4796 num_leaves=3 num_cat=0 split_feature=1212 2 split_gain=4.18793 3.2261 threshold=-1.0000000180025095e-35 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046036101049291806 -7.2415244029480749e-05 7.2105398493135532e-05 leaf_weight=3.5839827233576207 46.545623881735082 83.334818312156131 leaf_count=171 994 1113 internal_value=0 2.03101e-05 internal_weight=0 129.88 internal_count=2278 2107 is_linear=0 shrinkage=0.000439788 Tree=4797 num_leaves=4 num_cat=0 split_feature=401 42 2 split_gain=3.88283 3.34861 0.685271 threshold=0.087110000000000007 0.088285000000000016 0.090115000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010376360261711087 -0.025502275845117585 0.0071815138720443131 -0.0081513441977074906 leaf_weight=90.829031860113901 3.0771114787203251 34.352885163316387 1.8563744441489687 leaf_count=1440 127 653 58 internal_value=0 0.00121864 -0.0190301 internal_weight=0 125.182 4.93349 internal_count=2278 2093 185 is_linear=0 shrinkage=0.0224292 Tree=4798 num_leaves=4 num_cat=0 split_feature=401 42 2 split_gain=3.75829 3.1992 0.686945 threshold=0.087110000000000007 0.088285000000000016 0.090115000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001014303513452104 -0.025436255560469474 0.0070184745951659558 -0.0079896323455316588 leaf_weight=90.834714257143787 3.0166334529640144 34.362826221629803 1.8519058203091843 leaf_count=1440 127 653 58 internal_value=0 0.00119118 -0.018857 internal_weight=0 125.198 4.86854 internal_count=2278 2093 185 is_linear=0 shrinkage=0.0224292 Tree=4799 num_leaves=4 num_cat=0 split_feature=401 148 2 split_gain=3.63743 3.18207 0.688357 threshold=0.087110000000000007 -0.081784999999999983 0.090115000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016420307583093492 -0.02537007657548623 0.0018909806872814477 -0.0078304390933126231 leaf_weight=4.9525113934651008 2.9573832898167884 120.26079173526523 1.8476113622309638 leaf_count=66 127 2027 58 internal_value=0 0.00116433 -0.0186834 internal_weight=0 125.213 4.80499 internal_count=2278 2093 185 is_linear=0 shrinkage=0.0224292 Tree=4800 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.96474 4.7014 threshold=-0.42890999999999996 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023890219674976371 -0.0029806017992434013 0.0063204486066050919 leaf_weight=4.4827825197135089 82.824397087715624 40.78710671258159 leaf_count=215 1606 464 internal_value=0 8.88939e-05 internal_weight=0 123.612 internal_count=2285 2070 is_linear=0 shrinkage=0.0224292 Tree=4801 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.85052 4.50218 threshold=-0.42890999999999996 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023855144513603949 -0.0029152493617192656 0.0061955402199739525 leaf_weight=4.3897566722880574 82.782684477846487 40.677785580512136 leaf_count=215 1606 464 internal_value=0 8.70694e-05 internal_weight=0 123.46 internal_count=2285 2070 is_linear=0 shrinkage=0.0224292 Tree=4802 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.93887 5.17783 threshold=-0.42890999999999996 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046722701429548235 -5.9573227848210697e-05 0.00012932267933768893 leaf_weight=4.4520388571254434 84.592678119988705 41.978609018668067 leaf_count=215 1606 464 internal_value=0 3.08601e-06 internal_weight=0 126.571 internal_count=2285 2070 is_linear=0 shrinkage=0.000439788 Tree=4803 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.74062 4.3232 threshold=-0.42890999999999996 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023820159330502588 -0.0028535821816397088 0.0060804315053096195 leaf_weight=4.2997083770751479 82.776719870584202 40.595661445870064 leaf_count=215 1606 464 internal_value=0 8.66393e-05 internal_weight=0 123.372 internal_count=2285 2070 is_linear=0 shrinkage=0.0224292 Tree=4804 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=3.97969 4.40993 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038475776858864206 -0.019515767022826473 0.02266476672177092 leaf_weight=115.30234693223611 4.8114345787325865 4.6303499770583576 leaf_count=2151 54 44 internal_value=0 0.00124841 internal_weight=0 119.933 internal_count=2249 2195 is_linear=0 shrinkage=0.0224292 Tree=4805 num_leaves=3 num_cat=0 split_feature=52 453 split_gain=4.05896 3.96849 threshold=-0.5138299999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004688219421318888 3.760827798215039e-05 -0.00036653515246128473 leaf_weight=3.3339304051769423 118.48398076847661 4.8744175191968671 leaf_count=166 2029 54 internal_value=0 2.15846e-05 internal_weight=0 123.358 internal_count=2249 2083 is_linear=0 shrinkage=0.000439788 Tree=4806 num_leaves=3 num_cat=0 split_feature=52 453 split_gain=3.85794 4.05922 threshold=-0.5138299999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023867575987864504 0.0019082545842531457 -0.019078780526544506 leaf_weight=3.1827047745755399 116.72775795861526 4.80895526416134 leaf_count=166 2029 54 internal_value=0 0.00107498 internal_weight=0 121.537 internal_count=2249 2083 is_linear=0 shrinkage=0.0224292 Tree=4807 num_leaves=3 num_cat=0 split_feature=52 132 split_gain=3.938 3.46642 threshold=-0.5138299999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046783849410358795 -0.00034386269120775158 3.6596257639438511e-05 leaf_weight=3.2423912955564438 4.8008922873268594 118.68373038584105 leaf_count=166 231 1852 internal_value=0 2.17537e-05 internal_weight=0 123.485 internal_count=2249 2083 is_linear=0 shrinkage=0.000439788 Tree=4808 num_leaves=4 num_cat=0 split_feature=49 456 1 split_gain=3.70273 3.52326 3.28558 threshold=0.059705000000000001 0.087485000000000021 0.10587000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033661363175554243 -0.019196718053273575 -0.014980436685377808 0.0005558992403344611 leaf_weight=106.65468232934654 8.0084013383093424 5.5205030525103203 8.9679077379405481 leaf_count=1680 362 114 80 internal_value=0 0.00246085 -0.00877329 internal_weight=0 112.175 16.9763 internal_count=2236 1794 442 is_linear=0 shrinkage=0.0224292 Tree=4809 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=3.4951 9.62265 9.51653 threshold=0.077765000000000015 -1.0000000180025095e-35 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039796638614795604 -0.00042384382151101912 5.5681150196092547e-05 0.00011088533731389317 leaf_weight=13.003436551560297 6.9548049878794691 29.587097421317594 83.685504064749693 leaf_count=549 135 605 947 internal_value=0 -8.29395e-05 6.97751e-05 internal_weight=0 42.5905 90.6403 internal_count=2236 1154 1082 is_linear=0 shrinkage=0.000439788 Tree=4810 num_leaves=4 num_cat=0 split_feature=49 2 456 split_gain=3.54951 3.59169 3.36475 threshold=0.059705000000000001 0.14753000000000002 0.087485000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032909319549216981 -0.012991025807609779 0.015747295261259023 -0.014637232747468793 leaf_weight=106.70296140478604 14.329569019188058 2.5646646707318714 5.520998418563976 leaf_count=1680 408 34 114 internal_value=0 -0.00861549 0.00240659 internal_weight=0 16.8942 112.224 internal_count=2236 442 1794 is_linear=0 shrinkage=0.0224292 Tree=4811 num_leaves=4 num_cat=0 split_feature=49 456 1 split_gain=3.39945 3.21684 3.17955 threshold=0.059705000000000001 0.087485000000000021 0.10587000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032174802234181546 -0.018838747518367935 -0.014315221959261623 0.00068035306810132468 leaf_weight=106.6915465866623 7.8671691900890464 5.5190253038599613 8.9748376182396878 leaf_count=1680 362 114 80 internal_value=0 0.00235285 -0.00844833 internal_weight=0 112.211 16.842 internal_count=2236 1794 442 is_linear=0 shrinkage=0.0224292 Tree=4812 num_leaves=3 num_cat=0 split_feature=15 483 split_gain=3.87422 4.28657 threshold=-0.47056499999999996 0.088070000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044220509361757033 -5.8775841573978974e-06 -0.00042703763676622358 leaf_weight=3.5518829812062895 118.86557570048899 4.8464151037915135 leaf_count=74 2027 175 internal_value=0 -2.24399e-05 internal_weight=0 123.712 internal_count=2276 2202 is_linear=0 shrinkage=0.000439788 Tree=4813 num_leaves=3 num_cat=0 split_feature=15 484 split_gain=3.78115 3.56779 threshold=-0.47056499999999996 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022536355951970174 -0.015088889096583225 -0.00012895370508564269 leaf_weight=3.4556657857028759 8.615224730820044 112.70463556083996 leaf_count=74 363 1839 internal_value=0 -0.0011935 internal_weight=0 121.32 internal_count=2276 2202 is_linear=0 shrinkage=0.0224292 Tree=4814 num_leaves=3 num_cat=0 split_feature=15 483 split_gain=3.78514 4.20288 threshold=-0.47056499999999996 0.085050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043956507511583499 -4.7290911230576891e-06 -0.00038078970481282342 leaf_weight=3.4987761767697512 118.00190257006761 6.0233029321825589 leaf_count=74 1983 219 internal_value=0 -2.30483e-05 internal_weight=0 124.025 internal_count=2276 2202 is_linear=0 shrinkage=0.000439788 Tree=4815 num_leaves=3 num_cat=0 split_feature=15 483 split_gain=3.67426 4.27514 threshold=-0.47056499999999996 0.088070000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022419712622357424 -0.00031532031252832354 -0.021979756816545307 leaf_weight=3.3969497499056152 116.57425130234333 4.7507320341683217 leaf_count=74 2027 175 internal_value=0 -0.00116696 internal_weight=0 121.325 internal_count=2276 2202 is_linear=0 shrinkage=0.0224292 Tree=4816 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=4.09426 3.26437 threshold=0.15015500000000001 -0.26595999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00042060444481543285 0.00031557152959715693 -1.3136481479495975e-05 leaf_weight=3.4362961500883094 8.4580544456839544 116.70079496641847 leaf_count=26 121 2103 internal_value=0 -6.65276e-07 internal_weight=0 120.137 internal_count=2250 2129 is_linear=0 shrinkage=0.000439788 Tree=4817 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.95696 6.20872 threshold=-0.49367499999999992 -0.0013399999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015787303504976896 0.00029268815829315093 0.017078414040081411 leaf_weight=6.5981409838423124 107.03424749572878 12.347099133534355 leaf_count=113 2001 136 internal_value=0 0.00203122 internal_weight=0 119.381 internal_count=2250 2137 is_linear=0 shrinkage=0.0224292 Tree=4818 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=4.14443 3.28474 threshold=0.15015500000000001 -0.26595999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00042065097376528 0.00031729781408773485 -1.1457305350329061e-05 leaf_weight=3.4851423297077408 8.5676684826612455 117.23158175891149 leaf_count=26 121 2103 internal_value=0 1.08238e-06 internal_weight=0 120.717 internal_count=2250 2129 is_linear=0 shrinkage=0.000439788 Tree=4819 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=3.81882 4.39188 threshold=0.18307500000000002 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018151297956511703 0.019862283369302982 0.0012544674215699519 leaf_weight=6.1644958704709998 5.1971568117151028 114.57912538296659 leaf_count=110 108 2032 internal_value=0 0.000261004 internal_weight=0 120.744 internal_count=2250 2142 is_linear=0 shrinkage=0.0224292 Tree=4820 num_leaves=4 num_cat=0 split_feature=403 42 402 split_gain=6.66535 6.69024 0.191678 threshold=0.093800000000000008 -0.11377999999999998 0.090045000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057982191378967685 -0.00056279497731484757 4.1018154978023896e-05 -0.00038370786023664532 leaf_weight=3.4361528851659378 2.8689443428884251 118.25366084779671 2.328702058584895 leaf_count=114 70 1983 101 internal_value=0 2.33993e-05 -0.000484256 internal_weight=0 121.69 5.19765 internal_count=2268 2097 171 is_linear=0 shrinkage=0.000439788 Tree=4821 num_leaves=3 num_cat=0 split_feature=42 403 split_gain=6.7417 6.50697 threshold=-0.11377999999999998 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059165520554792369 3.9324189535671037e-05 -0.00048155183068870509 leaf_weight=3.5850064064507015 116.96129450111766 4.8111883618403217 leaf_count=124 1983 161 internal_value=0 1.86723e-05 internal_weight=0 121.772 internal_count=2268 2144 is_linear=0 shrinkage=0.000439788 Tree=4822 num_leaves=3 num_cat=0 split_feature=42 403 split_gain=6.78907 6.46987 threshold=-0.11377999999999998 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030449347884166963 0.0020392293795916863 -0.024633328813894257 leaf_weight=3.5404784077472859 115.37040650164272 4.7448491928516878 leaf_count=124 1983 161 internal_value=0 0.00098185 internal_weight=0 120.115 internal_count=2268 2144 is_linear=0 shrinkage=0.0224292 Tree=4823 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=6.58448 5.83148 threshold=0.25845500000000005 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7001553705366748e-05 -0.00057324821532856417 -0.00045957304313967679 leaf_weight=118.353255227521 3.737491861509624 4.7387937762541688 leaf_count=2047 60 161 internal_value=0 1.78161e-05 internal_weight=0 123.092 internal_count=2268 2208 is_linear=0 shrinkage=0.000439788 Tree=4824 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=4.86018 3.95092 threshold=-0.39935999999999994 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030649724635547604 0.00027408117449068836 0.015483914207729835 leaf_weight=2.4064364485966498 115.30984652679035 9.264337711123515 leaf_count=118 2006 161 internal_value=0 0.00140741 internal_weight=0 124.574 internal_count=2285 2167 is_linear=0 shrinkage=0.0224292 Tree=4825 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=4.74472 3.90856 threshold=-0.39935999999999994 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030640472309586587 0.020895242527932227 0.00056763678394351096 leaf_weight=2.3537709487645762 4.9367159559624261 119.57390176469926 leaf_count=118 60 2107 internal_value=0 0.00137669 internal_weight=0 124.511 internal_count=2285 2167 is_linear=0 shrinkage=0.0224292 Tree=4826 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=4.63208 3.88052 threshold=-0.39935999999999994 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03063165459344154 -0.0019598033691458627 0.0060878801155834035 leaf_weight=2.3022258899218278 73.365499679268396 51.135596935637295 leaf_count=118 1507 660 internal_value=0 0.001346 internal_weight=0 124.501 internal_count=2285 2167 is_linear=0 shrinkage=0.0224292 Tree=4827 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=4.56124 5.21126 threshold=-0.25159999999999993 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052203455069325326 0.00050267369393553125 1.0023740604412682e-05 leaf_weight=2.9786719299736424 4.2809933923417693 121.37360301223089 leaf_count=131 47 2107 internal_value=0 2.68819e-05 internal_weight=0 125.655 internal_count=2285 2154 is_linear=0 shrinkage=0.000439788 Tree=4828 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=4.29526 5.97776 0.264071 threshold=0.13554500000000003 0.12933000000000003 0.033280000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8980871624059794e-05 0.00044369641354976723 -0.0004808802939723122 0.00027290067038105521 leaf_weight=122.07526847803092 3.5489960839622645 4.5966216142114709 3.7545629180385731 leaf_count=2082 98 43 38 internal_value=0 1.04095e-05 0.000356835 internal_weight=0 126.672 7.30356 internal_count=2261 2125 136 is_linear=0 shrinkage=0.000439788 Tree=4829 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=4.06201 6.06406 0.212993 threshold=0.13554500000000003 0.12933000000000003 0.13855500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001458850739061776 0.013903719779854423 -0.024867027361724626 0.021874962873454865 leaf_weight=120.02837259443186 3.5594947762438087 4.5502101741294601 3.5327496007084846 leaf_count=2082 122 43 14 internal_value=0 0.00049364 0.0179224 internal_weight=0 124.579 7.09224 internal_count=2261 2125 136 is_linear=0 shrinkage=0.0224292 Tree=4830 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=4.10387 5.67269 0.178842 threshold=0.13554500000000003 0.12933000000000003 0.15454000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7834231688106517e-05 0.00042032138786592387 -0.00047035708712217338 0.00027707587753223226 leaf_weight=121.53179120102141 3.6725112185522439 4.5683864416787392 3.4950750079005957 leaf_count=2082 115 43 21 internal_value=0 9.71717e-06 0.000351393 internal_weight=0 126.1 7.16759 internal_count=2261 2125 136 is_linear=0 shrinkage=0.000439788 Tree=4831 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=4.15319 3.57427 threshold=0.076175000000000007 -0.25061999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029837424337089886 -0.0004155769525507893 2.0905315740812951e-05 leaf_weight=9.6803048069414199 3.9425114199766531 121.01763160149858 leaf_count=173 74 2014 internal_value=0 4.1497e-05 internal_weight=0 130.698 internal_count=2261 2187 is_linear=0 shrinkage=0.000439788 Tree=4832 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=4.57235 3.56163 threshold=0.25682500000000003 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015949633563411749 0.023235762297389745 0.012525939283207896 leaf_weight=117.56353317550384 4.1931894422159521 9.7101363643596397 leaf_count=2049 103 174 internal_value=0 -0.000515915 internal_weight=0 127.274 internal_count=2326 2223 is_linear=0 shrinkage=0.0224292 Tree=4833 num_leaves=4 num_cat=0 split_feature=3 2 13 split_gain=4.51442 7.18083 4.84193 threshold=-0.078904999999999989 0.08826500000000001 -0.08205999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014344933929453792 0.012727920411821114 0.0022615443985620686 0.00022667013821116045 leaf_weight=22.687369427563681 21.543561166763538 30.94966897375707 56.236139693734003 leaf_count=786 277 516 747 internal_value=0 -0.00476526 0.00369156 internal_weight=0 53.637 77.7797 internal_count=2326 1302 1024 is_linear=0 shrinkage=0.0224292 Tree=4834 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=4.41114 3.39285 threshold=0.25682500000000003 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015577900330286359 0.023202293028941813 0.012204795504012926 leaf_weight=117.39322395221097 4.0570003460743456 9.7414499174337816 leaf_count=2049 103 174 internal_value=0 -0.000501584 internal_weight=0 127.135 internal_count=2326 2223 is_linear=0 shrinkage=0.0224292 Tree=4835 num_leaves=4 num_cat=0 split_feature=3 2 13 split_gain=4.31154 6.91183 4.58156 threshold=-0.078904999999999989 0.08826500000000001 -0.08205999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014108686097342482 0.01243602137051872 0.0022119710362713003 0.00024440914722965713 leaf_weight=22.547241725194908 21.390128541417653 30.958384662320896 56.247752114664763 leaf_count=786 277 516 747 internal_value=0 -0.00466812 0.00360557 internal_weight=0 53.5056 77.6379 internal_count=2326 1302 1024 is_linear=0 shrinkage=0.0224292 Tree=4836 num_leaves=4 num_cat=0 split_feature=457 133 1 split_gain=4.7713 5.17816 4.60892 threshold=0.080930000000000016 0.093020000000000005 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067608871321328306 -0.0019658980741781074 -0.015738915544039479 0.019266542565627862 leaf_weight=97.932759133807849 8.6454691888066026 10.707322342583209 12.664847629144786 leaf_count=1703 84 404 109 internal_value=0 -0.000944218 0.0106586 internal_weight=0 108.64 21.3103 internal_count=2300 2107 193 is_linear=0 shrinkage=0.0224292 Tree=4837 num_leaves=4 num_cat=0 split_feature=457 133 1 split_gain=4.59028 4.97362 4.47075 threshold=0.080930000000000016 0.093020000000000005 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066090987632780253 -0.0019225465909136568 -0.015461476037911865 0.019035920105890541 leaf_weight=97.935335473826854 8.6425968399271387 10.655919126496881 12.532514920807442 leaf_count=1703 84 404 109 internal_value=0 -0.000923598 0.0104877 internal_weight=0 108.591 21.1751 internal_count=2300 2107 193 is_linear=0 shrinkage=0.0224292 Tree=4838 num_leaves=4 num_cat=0 split_feature=457 133 1 split_gain=4.41574 4.77633 4.33611 threshold=0.080930000000000016 0.093020000000000005 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064607225791888235 -0.0018801360355494411 -0.015186356922997583 0.018806269801693528 leaf_weight=97.937863201266737 8.6397908506914991 10.606542081688529 12.402735329349523 leaf_count=1703 84 404 109 internal_value=0 -0.00090341 0.0103187 internal_weight=0 108.544 21.0425 internal_count=2300 2107 193 is_linear=0 shrinkage=0.0224292 Tree=4839 num_leaves=4 num_cat=0 split_feature=457 133 1 split_gain=4.31723 4.64669 4.33694 threshold=0.080930000000000016 0.093020000000000005 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2031689863377294e-05 -3.8933479971828424e-05 -0.00029158024328832069 0.00036507086399419856 leaf_weight=99.371728197984339 8.7257423856062832 10.791177225793943 12.47260600037407 leaf_count=1703 84 404 109 internal_value=0 -1.77545e-05 0.000198888 internal_weight=0 110.163 21.1983 internal_count=2300 2107 193 is_linear=0 shrinkage=0.000439788 Tree=4840 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=6.20527 5.11664 4.81325 threshold=0.077765000000000015 -0.076639999999999986 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015742130169656764 0.0056227183057976395 0.00030279674738554059 -0.0063561460595576583 leaf_weight=21.297393435204867 63.696158764039865 18.830179106531432 22.936265062249731 leaf_count=896 860 284 241 internal_value=0 -0.00821636 0.00245057 internal_weight=0 40.1276 86.6324 internal_count=2281 1180 1101 is_linear=0 shrinkage=0.0224292 Tree=4841 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=5.9551 4.99502 4.59926 threshold=0.077765000000000015 0.0060650000000000009 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014518779455305149 0.005500109137394414 0.001680068914865154 -0.0062032570121269837 leaf_weight=24.036127393723291 63.656459822959732 15.903949621599166 22.974476386152674 leaf_count=920 860 260 241 internal_value=0 -0.00807075 0.0023957 internal_weight=0 39.9401 86.6309 internal_count=2281 1180 1101 is_linear=0 shrinkage=0.0224292 Tree=4842 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.31081 3.77777 threshold=0.11281500000000001 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023876167709093166 -0.023290079272029567 0.00053132432784840772 leaf_weight=3.258981187012977 4.1596428755583466 118.97864427723835 leaf_count=161 108 2012 internal_value=0 -0.000123031 internal_weight=0 122.238 internal_count=2281 2173 is_linear=0 shrinkage=0.0224292 Tree=4843 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=6.0907 5.17369 3.30018 threshold=0.077765000000000015 0.0060650000000000009 0.086095000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028447876198831523 0.00010471933550100413 3.6398404722658198e-05 -8.0610032287639565e-05 leaf_weight=24.429929605757934 61.69432842292008 16.124448942922754 26.575096050648426 leaf_count=920 849 260 252 internal_value=0 -0.000156941 4.89172e-05 internal_weight=0 40.5544 88.2694 internal_count=2281 1180 1101 is_linear=0 shrinkage=0.000439788 Tree=4844 num_leaves=4 num_cat=0 split_feature=42 39 403 split_gain=4.10168 6.51457 5.70358 threshold=0.091735000000000025 0.084845000000000018 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024886550882070315 -0.016450310183072178 0.014656210389850648 0.021868450816002555 leaf_weight=100.49642404703627 15.300147275906058 4.3322392366826525 6.5190870699007055 leaf_count=1632 403 87 132 internal_value=0 -0.00957853 0.00156954 internal_weight=0 19.6324 107.016 internal_count=2254 490 1764 is_linear=0 shrinkage=0.0224292 Tree=4845 num_leaves=4 num_cat=0 split_feature=42 39 403 split_gain=3.94596 6.27389 5.41641 threshold=0.091735000000000025 0.084845000000000018 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002432867308253906 -0.016198808530847868 0.014455967953419968 0.021254262803681201 leaf_weight=100.49558678707399 15.190743274113631 4.2944298373768097 6.5571397348539895 leaf_count=1632 403 87 132 internal_value=0 -0.00943512 0.0015338 internal_weight=0 19.4852 107.053 internal_count=2254 490 1764 is_linear=0 shrinkage=0.0224292 Tree=4846 num_leaves=4 num_cat=0 split_feature=42 39 157 split_gain=3.79566 6.04115 3.90797 threshold=0.091735000000000025 0.084845000000000018 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024383904160337885 -0.015948741936752702 0.014255796385766954 -0.018029935173260639 leaf_weight=102.18954064742866 15.084379758016441 4.2577430274104691 4.8994402472017091 leaf_count=1645 403 87 119 internal_value=0 -0.00929238 0.00149889 internal_weight=0 19.3421 107.089 internal_count=2254 490 1764 is_linear=0 shrinkage=0.0224292 Tree=4847 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=3.9627 4.29161 threshold=-1.0000000180025095e-35 0.091735000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004541903610810187 4.7017029037544945e-05 -0.00017584000856243971 leaf_weight=3.6096687259851015 106.21269698323886 19.814302281185519 leaf_count=41 1723 490 internal_value=0 1.19575e-05 internal_weight=0 126.027 internal_count=2254 2213 is_linear=0 shrinkage=0.000439788 Tree=4848 num_leaves=3 num_cat=0 split_feature=151 13 split_gain=4.41053 3.91803 threshold=0.086470000000000005 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0069273348253765564 0.014476804293687077 -0.0034942912013743743 leaf_weight=22.673809848725796 9.5150059955194575 90.599606394076545 leaf_count=270 84 1922 internal_value=0 -0.00140739 internal_weight=0 113.273 internal_count=2276 2192 is_linear=0 shrinkage=0.0224292 Tree=4849 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=4.23553 9.76102 9.27437 threshold=-0.0064449999999999985 0.085315000000000016 -0.082064999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021040371082746884 0.012840535501898204 0.00041609244715641369 -0.0047922855142752225 leaf_weight=13.608729585124818 30.21254649394541 49.07545907561871 29.781012824329082 leaf_count=570 486 607 613 internal_value=0 -0.00424709 0.0040888 internal_weight=0 62.6842 59.9936 internal_count=2276 1177 1099 is_linear=0 shrinkage=0.0224292 Tree=4850 num_leaves=3 num_cat=0 split_feature=151 129 split_gain=4.20916 3.75577 threshold=0.086470000000000005 0.08888500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023510249017899706 0.014201383812575276 0.01565744856734138 leaf_weight=106.90855826534971 9.4449507633689773 6.1428019183949791 leaf_count=2054 84 138 internal_value=0 -0.00137003 internal_weight=0 113.051 internal_count=2276 2192 is_linear=0 shrinkage=0.0224292 Tree=4851 num_leaves=3 num_cat=0 split_feature=151 13 split_gain=4.05795 3.94877 threshold=0.086470000000000005 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013683010183199618 0.00027204270204621051 -6.5669494759726391e-05 leaf_weight=23.300520265183877 9.6222945700865221 92.50919004867319 leaf_count=270 84 1922 internal_value=0 -2.49114e-05 internal_weight=0 115.81 internal_count=2276 2192 is_linear=0 shrinkage=0.000439788 Tree=4852 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.10455 4.4033 threshold=0.25554500000000008 -0.15817999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027186082201734771 -0.00047425978652265358 1.8256075695941769e-06 leaf_weight=12.959654767008031 4.0022821110323994 116.67685474231985 leaf_count=112 71 2085 internal_value=0 2.88569e-05 internal_weight=0 129.637 internal_count=2268 2197 is_linear=0 shrinkage=0.000439788 Tree=4853 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=5.29838 3.68983 threshold=-0.11377999999999998 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054674499884764115 0.00042718450151862225 1.6000821661876077e-05 leaf_weight=3.1387111360672852 4.348490104195661 125.90290066357556 leaf_count=110 54 2104 internal_value=0 2.97889e-05 internal_weight=0 130.251 internal_count=2268 2158 is_linear=0 shrinkage=0.000439788 Tree=4854 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.1021 4.37267 threshold=0.25554500000000008 -0.15648499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027128094741408739 -0.00047258822961244556 4.4784996151055974e-06 leaf_weight=13.211100504209751 3.9812301903730249 116.51711535490176 leaf_count=117 71 2080 internal_value=0 3.16847e-05 internal_weight=0 129.728 internal_count=2268 2197 is_linear=0 shrinkage=0.000439788 Tree=4855 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=5.24195 3.86856 threshold=-0.11377999999999998 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054950300640156831 0.00043536957184540611 1.3082550997390334e-05 leaf_weight=3.1025364896995589 4.3220949572278178 125.39876199471473 leaf_count=110 54 2104 internal_value=0 2.72145e-05 internal_weight=0 129.721 internal_count=2268 2158 is_linear=0 shrinkage=0.000439788 Tree=4856 num_leaves=3 num_cat=0 split_feature=151 47 split_gain=4.60859 3.94845 threshold=-0.28286499999999998 0.13148500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020772100673533515 0.0038905638226934074 -0.017360272249084641 leaf_weight=4.1706501135922727 123.45191481943039 4.5423090648837379 leaf_count=51 2174 40 internal_value=0 0.00313393 internal_weight=0 127.994 internal_count=2265 2214 is_linear=0 shrinkage=0.0224292 Tree=4857 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=4.28752 3.80865 threshold=-0.28286499999999998 -0.22554999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039137658521808398 0.00023981418245379912 2.8931656112349023e-05 leaf_weight=4.172976348840165 19.463423970039003 110.64473199866916 leaf_count=51 88 2126 internal_value=0 6.0509e-05 internal_weight=0 130.108 internal_count=2265 2214 is_linear=0 shrinkage=0.000439788 Tree=4858 num_leaves=3 num_cat=0 split_feature=151 47 split_gain=4.41218 3.76942 threshold=-0.28286499999999998 0.13148500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020370298510567892 0.0038028242888481435 -0.016953652899411937 leaf_weight=4.1549285327928365 123.46229604206019 4.5454805181361726 leaf_count=51 2174 40 internal_value=0 0.00306336 internal_weight=0 128.008 internal_count=2265 2214 is_linear=0 shrinkage=0.0224292 Tree=4859 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=4.20756 6.47484 4.101 threshold=-0.0013399999999999998 -0.032619999999999989 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5492568992017746e-05 7.3598391072721823e-05 -0.00045800242117907062 0.00046738515490217844 leaf_weight=108.27437462815578 13.470487764658175 5.3794943841639897 8.2362559651955944 leaf_count=1975 209 48 33 internal_value=0 1.20613e-05 0.000223294 internal_weight=0 113.654 21.7067 internal_count=2265 2023 242 is_linear=0 shrinkage=0.000439788 Tree=4860 num_leaves=3 num_cat=0 split_feature=41 4 split_gain=3.93656 4.16002 threshold=0.082735000000000017 0.025695000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021048240652198611 -0.019461204738317119 0.0063959023532343473 leaf_weight=78.273364095868601 4.8785216176183885 45.944379321284941 leaf_count=1659 80 528 internal_value=0 0.00103984 internal_weight=0 124.218 internal_count=2267 2187 is_linear=0 shrinkage=0.0224292 Tree=4861 num_leaves=4 num_cat=0 split_feature=1 159 48 split_gain=4.38387 5.99364 4.1878 threshold=0.10114000000000002 0.091305000000000011 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4329337127227956e-05 0.00016967976937886322 -0.00050097659001640648 -0.00020742903972602425 leaf_weight=80.207519731426146 38.764882383402437 5.4302788107597726 6.6593246012926093 leaf_count=1560 507 148 52 internal_value=0 -5.46584e-05 0.000114331 internal_weight=0 85.6378 45.4242 internal_count=2267 1708 559 is_linear=0 shrinkage=0.000439788 Tree=4862 num_leaves=4 num_cat=0 split_feature=1 159 48 split_gain=4.37589 6.05695 4.17313 threshold=0.10114000000000002 0.091305000000000011 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2392314452388016e-05 0.00017071079853085065 -0.00050038438948566083 -0.00020611945534252413 leaf_weight=80.283176753742737 38.91057491506217 5.4583416323293923 6.6392453499138346 leaf_count=1560 507 148 52 internal_value=0 -5.29261e-05 0.000115721 internal_weight=0 85.7415 45.5498 internal_count=2267 1708 559 is_linear=0 shrinkage=0.000439788 Tree=4863 num_leaves=4 num_cat=0 split_feature=1 159 48 split_gain=3.80699 6.00896 4.13099 threshold=0.10114000000000002 0.091305000000000011 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0009852281159022638 0.0084061890599491165 -0.025538707793450008 -0.010822226071811063 leaf_weight=79.195392612331489 37.954516171826981 5.3341791090424513 6.5803837142884722 leaf_count=1560 507 148 52 internal_value=0 -0.00254008 0.00556162 internal_weight=0 84.5296 44.5349 internal_count=2267 1708 559 is_linear=0 shrinkage=0.0224292 Tree=4864 num_leaves=3 num_cat=0 split_feature=4 13 split_gain=3.41436 4.5759 threshold=-0.49367499999999992 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000242719714706621 0.00036374513028186099 3.0994783755830867e-05 leaf_weight=7.9629225747194132 8.5689743665279803 115.50654306368961 leaf_count=115 111 2047 internal_value=0 5.40278e-05 internal_weight=0 124.076 internal_count=2273 2158 is_linear=0 shrinkage=0.000439788 Tree=4865 num_leaves=3 num_cat=0 split_feature=11 133 split_gain=3.27612 3.62503 threshold=0.081790000000000015 -0.15580999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018197615164363575 -0.010687961807857221 0.0018665915478987239 leaf_weight=7.2610490386578013 9.690057236759456 112.66229951081186 leaf_count=169 128 1976 internal_value=0 0.00285813 internal_weight=0 119.923 internal_count=2273 2145 is_linear=0 shrinkage=0.0224292 Tree=4866 num_leaves=3 num_cat=0 split_feature=4 13 split_gain=3.14578 4.62052 threshold=-0.49367499999999992 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00023377668516161895 0.00036204773097817366 2.7310650640739675e-05 leaf_weight=8.0008883313275856 8.5485210333717969 115.52377437394898 leaf_count=115 111 2047 internal_value=0 5.0426e-05 internal_weight=0 124.072 internal_count=2273 2158 is_linear=0 shrinkage=0.000439788 Tree=4867 num_leaves=3 num_cat=0 split_feature=4 13 split_gain=3.23787 4.42663 threshold=-0.49367499999999992 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01215314459617067 0.018407538536687772 0.0015357366616129018 leaf_weight=7.8412726186215869 8.3839411996304971 113.43609491977259 leaf_count=115 111 2047 internal_value=0 0.0026996 internal_weight=0 121.82 internal_count=2273 2158 is_linear=0 shrinkage=0.0224292 Tree=4868 num_leaves=4 num_cat=0 split_feature=403 3 13 split_gain=6.07488 4.32643 0.0532487 threshold=0.096440000000000012 -0.10628499999999998 0.0096200000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015405684086132725 -0.00045800649310237079 -4.294673580663622e-05 -0.00057352960554575636 leaf_weight=28.110725249323878 2.6973428797500665 92.312695255044673 1.945986285456456 leaf_count=273 124 1797 41 internal_value=0 3.0574e-06 -0.000508572 internal_weight=0 120.423 4.64333 internal_count=2235 2070 165 is_linear=0 shrinkage=0.000439788 Tree=4869 num_leaves=4 num_cat=0 split_feature=403 3 13 split_gain=5.99128 4.23926 0.0519283 threshold=0.096440000000000012 -0.10628499999999998 0.0096200000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078840616460151107 -0.023350605705312485 -0.0021165711178124779 -0.029247813267792726 leaf_weight=27.820709383289795 2.6283490195346522 91.086228317159112 1.9203098838916046 leaf_count=273 124 1797 41 internal_value=0 0.000224171 -0.0259521 internal_weight=0 118.907 4.54866 internal_count=2235 2070 165 is_linear=0 shrinkage=0.0224292 Tree=4870 num_leaves=4 num_cat=0 split_feature=403 3 13 split_gain=5.96971 4.17552 0.0459196 threshold=0.096440000000000012 -0.10628499999999998 0.0096200000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015467442799126145 -0.00045631685863601739 -3.8194959129887756e-05 -0.0005670929999561391 leaf_weight=28.314370444335509 2.6480427384667555 92.861690392142918 1.9078380294376982 leaf_count=273 124 1797 41 internal_value=0 6.88876e-06 -0.000504879 internal_weight=0 121.176 4.55588 internal_count=2235 2070 165 is_linear=0 shrinkage=0.000439788 Tree=4871 num_leaves=4 num_cat=0 split_feature=403 147 13 split_gain=6.01802 4.40626 0.0512501 threshold=0.096440000000000012 0.089365000000000014 0.0096200000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7580225040867713e-05 -0.00045654767773951785 0.00031295425780940799 -0.00057108781734880026 leaf_weight=113.33842992820428 2.6525856715743421 8.3578931193915178 1.9334516335511578 leaf_count=1978 124 92 41 internal_value=0 5.16584e-06 -0.000507005 internal_weight=0 121.696 4.58604 internal_count=2235 2070 165 is_linear=0 shrinkage=0.000439788 Tree=4872 num_leaves=4 num_cat=0 split_feature=52 15 13 split_gain=6.50501 3.91964 0.378329 threshold=-0.39935999999999994 0.09167500000000002 -0.072649999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012355975689538676 0.0031622580161826024 -0.0097201585764922875 -0.025523581550717562 leaf_weight=1.5323847797990309 106.3423638598324 13.357297638605813 4.4521305276430203 leaf_count=68 1669 356 173 internal_value=0 0.00172339 -0.0222019 internal_weight=0 119.7 5.98452 internal_count=2266 2025 241 is_linear=0 shrinkage=0.0224292 Tree=4873 num_leaves=4 num_cat=0 split_feature=0 4 49 split_gain=4.15169 6.24808 4.1158 threshold=-0.10071499999999999 0.21328500000000003 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019210407244784537 -0.00010584413857675741 0.00033361536035517397 0.00014450589562222226 leaf_weight=8.1586957823019457 62.713002744894766 6.9321389363612971 49.929823049307743 leaf_count=61 1666 139 400 internal_value=0 -6.2023e-05 9.71805e-05 internal_weight=0 69.6451 58.0885 internal_count=2266 1805 461 is_linear=0 shrinkage=0.000439788 Tree=4874 num_leaves=4 num_cat=0 split_feature=52 15 13 split_gain=6.31867 3.75158 0.38284 threshold=-0.39935999999999994 0.09167500000000002 -0.072649999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012165738521761693 0.0030914464074725313 -0.0095194990722925355 -0.025466199333840582 leaf_weight=1.5235070280905345 106.34978052627412 13.338722451240754 4.3657061932608476 leaf_count=68 1669 356 173 internal_value=0 0.00168472 -0.0220759 internal_weight=0 119.689 5.88921 internal_count=2266 2025 241 is_linear=0 shrinkage=0.0224292 Tree=4875 num_leaves=4 num_cat=0 split_feature=52 15 155 split_gain=6.33962 3.72094 0.376054 threshold=-0.39935999999999994 0.09167500000000002 0.11198500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005013050344017904 5.8948831775156874e-05 -0.00018446766245265584 -0.00025157226028076784 leaf_weight=4.2812729215656864 108.57373725202342 13.657187211050767 1.6901338489260522 leaf_count=166 1669 356 75 internal_value=0 3.17267e-05 -0.000431648 internal_weight=0 122.231 5.97141 internal_count=2266 2025 241 is_linear=0 shrinkage=0.000439788 Tree=4876 num_leaves=3 num_cat=0 split_feature=454 129 split_gain=4.92724 3.15854 threshold=-1.0000000180025095e-35 0.083905000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024937626661293441 0.0013047152173669193 -0.015314034936176248 leaf_weight=3.9285388163989401 120.17456407292775 6.0234692741360041 leaf_count=56 2057 189 internal_value=0 0.000509301 internal_weight=0 126.198 internal_count=2302 2246 is_linear=0 shrinkage=0.0224292 Tree=4877 num_leaves=3 num_cat=0 split_feature=454 129 split_gain=4.75674 3.0222 threshold=-1.0000000180025095e-35 0.083905000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02462420220307452 0.00127550190504174 -0.01499004867661685 leaf_weight=3.8899884144775561 120.17030888138106 6.0161332663410567 leaf_count=56 2057 189 internal_value=0 0.000497866 internal_weight=0 126.186 internal_count=2302 2246 is_linear=0 shrinkage=0.0224292 Tree=4878 num_leaves=3 num_cat=0 split_feature=454 1 split_gain=4.48772 3.33409 threshold=-1.0000000180025095e-35 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046906542535588469 -4.0263096527563317e-05 0.00011052094408086297 leaf_weight=3.8924842842388889 86.621517620995292 42.148297266772715 leaf_count=56 1739 507 internal_value=0 9.09985e-06 internal_weight=0 128.77 internal_count=2302 2246 is_linear=0 shrinkage=0.000439788 Tree=4879 num_leaves=3 num_cat=0 split_feature=454 156 split_gain=4.58644 3.00068 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024298137642411559 0.0013784066181957236 -0.012911026106402667 leaf_weight=3.8523456741822875 118.35691720953037 7.8663542590657007 leaf_count=56 2038 208 internal_value=0 0.000486058 internal_weight=0 126.223 internal_count=2302 2246 is_linear=0 shrinkage=0.0224292 Tree=4880 num_leaves=4 num_cat=0 split_feature=42 0 0 split_gain=4.21226 4.41334 3.97242 threshold=-1.0000000180025095e-35 0.13830500000000004 -0.076639999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036479959258152168 3.2748576575705832e-05 0.00037501170396324969 6.4381940612341304e-05 leaf_weight=9.5635584962001321 99.559276346190018 7.8436274977284475 7.3776072970358646 leaf_count=468 1552 49 154 internal_value=0 5.78062e-05 -0.000178036 internal_weight=0 107.403 16.9412 internal_count=2223 1601 622 is_linear=0 shrinkage=0.000439788 Tree=4881 num_leaves=4 num_cat=0 split_feature=42 0 0 split_gain=4.0805 4.22496 3.97863 threshold=-1.0000000180025095e-35 0.13830500000000004 -0.076639999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018709923162203657 0.0016836861527278724 0.018887469595469043 0.0034514386497088642 leaf_weight=9.308589013518942 97.975404730714217 7.7307263355469322 7.2284773849387411 leaf_count=468 1552 49 154 internal_value=0 0.00294505 -0.00903021 internal_weight=0 105.706 16.5371 internal_count=2223 1601 622 is_linear=0 shrinkage=0.0224292 Tree=4882 num_leaves=4 num_cat=0 split_feature=42 0 0 split_gain=3.91523 4.07701 3.84752 threshold=-1.0000000180025095e-35 0.13830500000000004 -0.076639999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018464968854929806 0.0016460064583711162 0.01860424329499575 0.0033759139591612013 leaf_weight=9.221764913309018 97.970885305912816 7.673327730910386 7.2249025881174012 leaf_count=468 1552 49 154 internal_value=0 0.00288088 -0.00887764 internal_weight=0 105.644 16.4467 internal_count=2223 1601 622 is_linear=0 shrinkage=0.0224292 Tree=4883 num_leaves=4 num_cat=0 split_feature=42 0 0 split_gain=3.76832 4.0876 3.78094 threshold=-1.0000000180025095e-35 0.13830500000000004 -0.076639999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035556569932525066 2.9943166434521829e-05 0.00036213702401966999 6.5431168151291804e-05 leaf_weight=9.364100294653328 99.461146194822504 7.7017581832478745 7.3551009797374709 leaf_count=468 1552 49 154 internal_value=0 5.38781e-05 -0.000170498 internal_weight=0 107.163 16.7192 internal_count=2223 1601 622 is_linear=0 shrinkage=0.000439788 Tree=4884 num_leaves=4 num_cat=0 split_feature=43 150 48 split_gain=4.94839 9.28933 4.84723 threshold=-0.074459999999999985 0.081245000000000026 0.091840000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014904612726420992 -0.0085163087265014599 0.0099778403456767233 0.01942614133137564 leaf_weight=36.147361634895788 57.232111152072321 17.928146860271227 9.5739064005028904 leaf_count=778 1224 151 116 internal_value=0 -0.00410344 0.00525268 internal_weight=0 75.1603 45.7213 internal_count=2269 1375 894 is_linear=0 shrinkage=0.0224292 Tree=4885 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=4.82418 6.71567 3.47686 threshold=0.10098000000000001 0.092805000000000012 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012420048974472102 -0.00017717899481596022 0.00024255126200045283 0.00016628947827542414 leaf_weight=69.893662242051505 6.7931452479679129 11.186349883137153 34.979493386985268 leaf_count=1578 123 140 428 internal_value=0 -7.35557e-05 0.000110379 internal_weight=0 81.08 41.7726 internal_count=2269 1718 551 is_linear=0 shrinkage=0.000439788 Tree=4886 num_leaves=4 num_cat=0 split_feature=43 150 3 split_gain=4.73335 8.89949 5.31439 threshold=-0.074459999999999985 0.081245000000000026 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010525364765426473 -0.0083312257771927471 0.0097977876939883482 0.014582993696924606 leaf_weight=27.619355081013055 57.206769597672974 17.860280774068087 18.082770573848393 leaf_count=636 1224 151 258 internal_value=0 -0.0040165 0.00513741 internal_weight=0 75.0671 45.7021 internal_count=2269 1375 894 is_linear=0 shrinkage=0.0224292 Tree=4887 num_leaves=4 num_cat=0 split_feature=43 150 3 split_gain=4.53169 8.52023 5.10936 threshold=-0.074459999999999985 0.081245000000000026 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010292306524222468 -0.0081501337167326875 0.0096164871142369497 0.014324436531933939 leaf_weight=27.611780610583082 57.167144515791733 17.790021577267908 17.997582100972068 leaf_count=636 1224 151 258 internal_value=0 -0.0039321 0.00503283 internal_weight=0 74.9572 45.6094 internal_count=2269 1375 894 is_linear=0 shrinkage=0.0224292 Tree=4888 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=4.30936 4.07499 threshold=0.25682500000000003 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.9064241538395228e-05 0.00045463634495330893 7.5152633779072017e-05 leaf_weight=73.970155843089742 3.7274844069033852 48.291487336682621 leaf_count=1412 97 782 internal_value=0 -2.41995e-05 internal_weight=0 122.262 internal_count=2291 2194 is_linear=0 shrinkage=0.000439788 Tree=4889 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=3.53669 5.69117 4.71812 threshold=-0.077944999999999987 -0.083144999999999983 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017898921174011649 0.0016641981679812743 -0.024196814519655607 0.024017689321723205 leaf_weight=69.259521764361125 42.93036746387952 6.1954944399913066 5.3225635046255766 leaf_count=1155 725 321 90 internal_value=0 -0.00363535 0.00413844 internal_weight=0 75.455 48.2529 internal_count=2291 1476 815 is_linear=0 shrinkage=0.0224292 Tree=4890 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.40282 4.06619 threshold=-0.28286499999999998 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020738866063844504 -0.0015223272133100582 0.010662650228228203 leaf_weight=4.058522768187685 103.64140313109965 15.87006318150088 leaf_count=53 2008 230 internal_value=0 9.71742e-05 internal_weight=0 119.511 internal_count=2291 2238 is_linear=0 shrinkage=0.0224292 Tree=4891 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=3.52652 5.72035 4.52341 threshold=-0.077944999999999987 -0.10023499999999998 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3082868552973463e-05 3.2973469457701775e-05 -0.00024353207404649327 0.00045935555871571404 leaf_weight=51.174291370589344 43.51378067076439 24.993532963635516 5.3921909270575261 leaf_count=461 725 1015 90 internal_value=0 -7.11621e-05 8.01457e-05 internal_weight=0 76.1678 48.906 internal_count=2291 1476 815 is_linear=0 shrinkage=0.000439788 Tree=4892 num_leaves=3 num_cat=0 split_feature=1212 14 split_gain=3.90394 3.49124 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023447925920065598 0.0015025042831495776 -0.019801351461290875 leaf_weight=3.411974915303289 118.8210719544004 3.9810196745966087 leaf_count=171 2028 72 internal_value=0 0.000808901 internal_weight=0 122.802 internal_count=2271 2100 is_linear=0 shrinkage=0.0224292 Tree=4893 num_leaves=4 num_cat=0 split_feature=1 454 16 split_gain=4.42387 6.308 3.4324 threshold=0.10439500000000002 1.0000000180025095e-35 -0.53180499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010566664532748951 -0.00023254147986630699 0.00045839069609192616 0.00015008742404959652 leaf_weight=85.040184165634855 5.2311517887283108 3.9970827046781769 33.31123706678045 leaf_count=1764 59 19 429 internal_value=0 -8.0252e-05 9.80658e-05 internal_weight=0 89.0373 38.5424 internal_count=2271 1783 488 is_linear=0 shrinkage=0.000439788 Tree=4894 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=5.01842 5.58553 3.36574 threshold=0.10439500000000002 -0.15817999999999996 -0.53180499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022403500270634909 -0.00018864986010388315 -9.8532177682720423e-05 0.00018273617218525934 leaf_weight=11.986462590110021 5.4456919695949173 76.821533917107445 34.729252029123018 leaf_count=133 59 1650 429 internal_value=0 -5.49563e-05 0.000132329 internal_weight=0 88.808 40.1749 internal_count=2271 1783 488 is_linear=0 shrinkage=0.000439788 Tree=4895 num_leaves=4 num_cat=0 split_feature=1 454 16 split_gain=3.91257 6.16428 3.43939 threshold=0.10439500000000002 1.0000000180025095e-35 -0.53180499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003839431471895654 -0.010743731519775715 0.024366574256269376 0.0086780099260079409 leaf_weight=83.200235990087094 5.2947141521726726 4.0704839406535021 33.618283049407182 leaf_count=1764 59 19 429 internal_value=0 -0.0025188 0.00603141 internal_weight=0 87.2707 38.913 internal_count=2271 1783 488 is_linear=0 shrinkage=0.0224292 Tree=4896 num_leaves=3 num_cat=0 split_feature=41 43 split_gain=4.41323 4.72328 threshold=0.075585000000000013 0.019175000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0472712725629847e-05 -0.00028667077858165807 0.00025982823697165484 leaf_weight=100.04166584971244 7.5983622791245571 18.951099906924355 leaf_count=1835 120 306 internal_value=0 5.86287e-05 internal_weight=0 118.993 internal_count=2261 2141 is_linear=0 shrinkage=0.000439788 Tree=4897 num_leaves=3 num_cat=0 split_feature=41 43 split_gain=4.42761 4.44512 threshold=0.075585000000000013 0.019175000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9652763848686435e-05 -0.0002892389524394733 0.00025260379264054739 leaf_weight=99.512438688499969 7.5953086065710513 18.824966727523133 leaf_count=1835 120 306 internal_value=0 5.67451e-05 internal_weight=0 118.337 internal_count=2261 2141 is_linear=0 shrinkage=0.000439788 Tree=4898 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=4.36569 4.41646 threshold=0.075585000000000013 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025264469699863161 -0.00028856337704074388 1.8683460300170359e-05 leaf_weight=18.476493012567516 7.583569868351332 99.889212632908311 leaf_count=220 120 1921 internal_value=0 5.52389e-05 internal_weight=0 118.366 internal_count=2261 2141 is_linear=0 shrinkage=0.000439788 Tree=4899 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=4.44925 4.30871 threshold=0.075585000000000013 -0.0012399999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.007159138832068348 -0.015027683296097716 -0.0014678510787609171 leaf_weight=58.465432020515436 7.4205163681763215 58.004075257398654 leaf_count=1496 120 645 internal_value=0 0.00286319 internal_weight=0 116.47 internal_count=2261 2141 is_linear=0 shrinkage=0.0224292 Tree=4900 num_leaves=4 num_cat=0 split_feature=133 11 2 split_gain=4.57477 4.11763 1.06426 threshold=-0.17699999999999996 0.081790000000000015 0.097590000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060569763686487755 8.0906752408891106e-05 -0.00022072183910799902 -0.00014649660242198131 leaf_weight=2.3506231057690448 119.79637793356233 9.4253666872973536 1.6863917380178461 leaf_count=113 1990 126 63 internal_value=0 5.88768e-05 -0.000415467 internal_weight=0 129.222 4.03701 internal_count=2292 2116 176 is_linear=0 shrinkage=0.000439788 Tree=4901 num_leaves=4 num_cat=0 split_feature=133 11 2 split_gain=4.52606 4.14769 1.06781 threshold=-0.17699999999999996 0.081790000000000015 0.097845000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031051564981042099 0.0041674182227811173 -0.011428484108683658 -0.0072119946358618877 leaf_weight=2.3174931899702638 117.62540357894613 9.235019631625617 1.6116883139256968 leaf_count=115 1990 126 61 internal_value=0 0.00303054 -0.0213551 internal_weight=0 126.86 3.92918 internal_count=2292 2116 176 is_linear=0 shrinkage=0.0224292 Tree=4902 num_leaves=4 num_cat=0 split_feature=133 11 2 split_gain=4.37147 3.96367 1.06721 threshold=-0.17699999999999996 0.081790000000000015 0.097845000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030999819436274268 0.0040745915278886996 -0.01116954524360036 -0.0070605270577449811 leaf_weight=2.2698640814196547 117.60741972345568 9.2375892435084079 1.6097706996879422 leaf_count=115 1990 126 61 internal_value=0 0.00296291 -0.0211499 internal_weight=0 126.845 3.87963 internal_count=2292 2116 176 is_linear=0 shrinkage=0.0224292 Tree=4903 num_leaves=4 num_cat=0 split_feature=133 11 2 split_gain=4.26072 3.59343 1.11973 threshold=-0.17699999999999996 0.081790000000000015 0.097845000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060060037248772747 7.6821022388423433e-05 -0.00020243439053383409 -0.00012872127258116247 leaf_weight=2.3178446481324491 120.29022217886086 9.6072316954960097 1.6880280982586553 leaf_count=115 1990 126 61 internal_value=0 5.61405e-05 -0.00040331 internal_weight=0 129.897 4.00587 internal_count=2292 2116 176 is_linear=0 shrinkage=0.000439788 Tree=4904 num_leaves=4 num_cat=0 split_feature=1456 11 159 split_gain=4.10542 3.33172 0.590656 threshold=-1.0000000180025095e-35 0.081790000000000015 -0.040234999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081200444507849665 0.0046250598676543788 -0.010324537658544328 -0.026344674223236671 leaf_weight=1.4382316457849813 116.32031514047412 7.9985634967015349 2.4526569233712499 leaf_count=70 1920 122 140 internal_value=0 0.00366178 -0.0196806 internal_weight=0 124.319 3.89089 internal_count=2252 2042 210 is_linear=0 shrinkage=0.0224292 Tree=4905 num_leaves=4 num_cat=0 split_feature=1456 11 159 split_gain=3.96505 3.18445 0.58569 threshold=-1.0000000180025095e-35 0.081790000000000015 -0.030749999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081048008961229576 0.0045223102909263332 -0.010092707788542597 -0.026302227112947798 leaf_weight=1.4474140089077994 116.29564803336689 7.9992003288425613 2.3901668091857564 leaf_count=71 1920 122 139 internal_value=0 0.00358033 -0.0195128 internal_weight=0 124.295 3.83758 internal_count=2252 2042 210 is_linear=0 shrinkage=0.0224292 Tree=4906 num_leaves=4 num_cat=0 split_feature=1456 11 159 split_gain=3.82932 3.04363 0.586217 threshold=-1.0000000180025095e-35 0.081790000000000015 -0.030749999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0079509174263566844 0.0044218042557663574 -0.0098657189254680797 -0.02623955673352827 leaf_weight=1.4427576903253796 116.27200596828334 8.0001301603842858 2.3427183572639469 leaf_count=71 1920 122 139 internal_value=0 0.00350066 -0.0193441 internal_weight=0 124.272 3.78548 internal_count=2252 2042 210 is_linear=0 shrinkage=0.0224292 Tree=4907 num_leaves=4 num_cat=0 split_feature=1456 474 159 split_gain=3.69816 3.08975 0.586587 threshold=-1.0000000180025095e-35 0.08708500000000001 -0.030749999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077992849776807125 0.004253951386099155 -0.011615673101502763 -0.026177367002143088 leaf_weight=1.4382414358333337 117.75558120670757 6.4950980211724518 2.296183781916624 leaf_count=71 1881 161 139 internal_value=0 0.00342272 -0.0191751 internal_weight=0 124.251 3.73443 internal_count=2252 2042 210 is_linear=0 shrinkage=0.0224292 Tree=4908 num_leaves=4 num_cat=0 split_feature=475 402 15 split_gain=3.8467 4.75682 2.15475 threshold=-0.084444999999999978 -1.0000000180025095e-35 -0.0087699999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034051906507505163 -0.022484798849024618 0.0017307578712527486 -0.0061900984675508581 leaf_weight=2.4024550907779485 4.2163405731844241 111.84939701700205 3.3237876915954976 leaf_count=103 270 1822 62 internal_value=0 0.000847522 -0.0179539 internal_weight=0 116.066 5.72624 internal_count=2257 2092 165 is_linear=0 shrinkage=0.0224292 Tree=4909 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.74247 6.3374 5.72812 threshold=0.0052350000000000009 -1.0000000180025095e-35 0.090480000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8441020948470082e-05 9.5915193362676296e-06 -0.00052257514499348787 0.0003545857616021226 leaf_weight=65.586274302593665 40.825821901133168 5.4173353237711117 12.038917725440113 leaf_count=1495 564 93 105 internal_value=0 -6.62721e-05 8.82569e-05 internal_weight=0 71.0036 52.8647 internal_count=2257 1588 669 is_linear=0 shrinkage=0.000439788 Tree=4910 num_leaves=4 num_cat=0 split_feature=1447 4 483 split_gain=3.74519 4.18607 1.26668 threshold=-1.0000000180025095e-35 0.0052350000000000009 0.10263000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026665016650218375 -0.0028426110788691843 0.005760671182113734 -0.0022041797146712294 leaf_weight=3.4179702260807963 67.653192667494295 49.07230686092953 1.5484890830412039 leaf_count=192 1426 612 27 internal_value=0 0.000774626 -0.019076 internal_weight=0 116.725 4.96646 internal_count=2257 2038 219 is_linear=0 shrinkage=0.0224292 Tree=4911 num_leaves=4 num_cat=0 split_feature=1447 4 483 split_gain=3.78758 4.13525 1.30233 threshold=-1.0000000180025095e-35 0.0052350000000000009 0.10263000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052252436845913258 -5.4935581825107782e-05 0.00011148749333864733 -4.0156301886324708e-05 leaf_weight=3.4812656733120084 68.803244806098519 49.735908734619443 1.5721481519867664 leaf_count=192 1426 612 27 internal_value=0 1.48979e-05 -0.000373173 internal_weight=0 118.539 5.05341 internal_count=2257 2038 219 is_linear=0 shrinkage=0.000439788 Tree=4912 num_leaves=4 num_cat=0 split_feature=43 403 150 split_gain=5.3129 6.25719 5.8985 threshold=-0.074459999999999985 0.092660000000000006 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016421634065138369 -0.00010684846560420122 0.00031147738972965816 -0.00036597409202069172 leaf_weight=44.652341713859641 73.159738679576549 7.6190053918689946 4.4460832208860657 leaf_count=798 1250 153 89 internal_value=0 -6.73279e-05 0.000116082 internal_weight=0 80.7787 49.0984 internal_count=2290 1403 887 is_linear=0 shrinkage=0.000439788 Tree=4913 num_leaves=4 num_cat=0 split_feature=43 403 150 split_gain=5.19938 6.05308 5.87093 threshold=-0.074459999999999985 0.092660000000000006 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016305081598966831 -0.00010569444230705839 0.00030728001927197757 -0.00036714885735024345 leaf_weight=44.50641895015724 72.851605036252295 7.5600729620491611 4.4243997064768328 leaf_count=798 1250 153 89 internal_value=0 -6.68041e-05 0.000114985 internal_weight=0 80.4117 48.9308 internal_count=2290 1403 887 is_linear=0 shrinkage=0.000439788 Tree=4914 num_leaves=4 num_cat=0 split_feature=43 403 150 split_gain=5.54553 6.56696 6.01707 threshold=-0.074459999999999985 0.092660000000000006 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0086017996985486862 -0.0056788917552085399 0.016417032951506819 -0.018998008945017575 leaf_weight=43.683590525419277 71.120205614010047 7.4593464999052221 4.3532499914872451 leaf_count=798 1250 153 89 internal_value=0 -0.00357791 0.00609406 internal_weight=0 78.5796 48.0368 internal_count=2290 1403 887 is_linear=0 shrinkage=0.0224292 Tree=4915 num_leaves=4 num_cat=0 split_feature=43 403 150 split_gain=5.30072 6.25595 5.77113 threshold=-0.074459999999999985 0.092660000000000006 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008410511123691922 -0.0055503138981985896 0.015964503869719589 -0.018705715681765125 leaf_weight=43.675583741605806 71.135907230556768 7.4988249048474236 4.3227547309361389 leaf_count=798 1250 153 89 internal_value=0 -0.00349522 0.00596194 internal_weight=0 78.6347 47.9983 internal_count=2290 1403 887 is_linear=0 shrinkage=0.0224292 Tree=4916 num_leaves=4 num_cat=0 split_feature=403 4 403 split_gain=3.87686 5.89677 3.85435 threshold=0.092660000000000006 -0.49367499999999992 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040989310603849302 0.00061785311330907081 3.1156652603630347e-05 4.6666535182736733e-05 leaf_weight=6.1523597757332018 4.1482809268636611 117.32769840912806 5.0661938818520866 leaf_count=117 32 1996 165 internal_value=0 9.1215e-06 0.000304556 internal_weight=0 123.48 9.21447 internal_count=2310 2113 197 is_linear=0 shrinkage=0.000439788 Tree=4917 num_leaves=4 num_cat=0 split_feature=403 4 403 split_gain=3.82946 5.95467 3.88974 threshold=0.092660000000000006 -0.49367499999999992 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021263823230003111 0.031505731620174428 0.0015978094258205149 0.0021736998594425118 leaf_weight=6.0121627550106487 4.1463664700859209 115.3223535223442 5.016521162877325 leaf_count=117 32 1996 165 internal_value=0 0.000461841 0.0154849 internal_weight=0 121.335 9.16289 internal_count=2310 2113 197 is_linear=0 shrinkage=0.0224292 Tree=4918 num_leaves=4 num_cat=0 split_feature=403 4 403 split_gain=3.65663 5.7145 3.71745 threshold=0.092660000000000006 -0.49367499999999992 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020880195733741648 0.030786012068857099 0.001562089126148043 0.0021226322635100833 leaf_weight=5.9859494131524107 4.1485455255897232 115.3142288339659 5.0223811600008048 leaf_count=117 32 1996 165 internal_value=0 0.00045149 0.0151258 internal_weight=0 121.3 9.17093 internal_count=2310 2113 197 is_linear=0 shrinkage=0.0224292 Tree=4919 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=3.62407 3.90597 0.846244 threshold=0.13604000000000002 0.11392500000000001 -0.040344999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4939360685652084e-05 0.00047882800181415092 -0.00038363065940288466 0.00018401684389724804 leaf_weight=120.32435856756638 3.5341305329347961 4.6834418880462172 4.09162621886935 leaf_count=2003 100 166 41 internal_value=0 9.57596e-06 0.000321501 internal_weight=0 125.008 7.62576 internal_count=2310 2169 141 is_linear=0 shrinkage=0.000439788 Tree=4920 num_leaves=4 num_cat=0 split_feature=1456 1375 51 split_gain=4.39521 4.21261 0.00277604 threshold=-1.0000000180025095e-35 -0.088929999999999981 0.080335000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045705708532059989 -0.00040117898103520134 3.5744776690707336e-05 -0.0005366546744908807 leaf_weight=1.8453301685512991 4.4147072923369697 114.1645012817753 1.439601665275404 leaf_count=169 62 1947 51 internal_value=0 1.94161e-05 -0.00049484 internal_weight=0 118.579 3.28493 internal_count=2229 2009 220 is_linear=0 shrinkage=0.000439788 Tree=4921 num_leaves=4 num_cat=0 split_feature=1456 1375 51 split_gain=4.46342 4.29237 0.00289154 threshold=-1.0000000180025095e-35 -0.088929999999999981 0.080335000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045789405997548408 -0.00040641767175008623 3.6230030132976488e-05 -0.00053729668202591831 leaf_weight=1.8799346750747639 4.3817344570998094 113.89518523967126 1.4470917174621716 leaf_count=169 62 1947 51 internal_value=0 1.97686e-05 -0.000495299 internal_weight=0 118.277 3.32703 internal_count=2229 2009 220 is_linear=0 shrinkage=0.000439788 Tree=4922 num_leaves=4 num_cat=0 split_feature=1456 453 51 split_gain=4.37993 4.0395 0.000962565 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.035765000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045724335084710091 3.777717578485793e-05 -0.00035942074378088806 -0.00053412203370258428 leaf_weight=1.810417605665861 113.08205180884397 5.1599681221414349 1.4557841939677016 leaf_count=166 1951 58 54 internal_value=0 2.03886e-05 -0.000494414 internal_weight=0 118.242 3.2662 internal_count=2229 2009 220 is_linear=0 shrinkage=0.000439788 Tree=4923 num_leaves=4 num_cat=0 split_feature=1456 453 51 split_gain=4.43335 4.31528 0.00239406 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.080335000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004574739920171735 3.8748919678243712e-05 -0.00037168202022040469 -0.00053637316920797698 leaf_weight=1.8610147975923603 112.74763237539446 5.1633475974667808 1.4377950053312814 leaf_count=169 1951 58 51 internal_value=0 2.07188e-05 -0.000494751 internal_weight=0 117.911 3.29881 internal_count=2229 2009 220 is_linear=0 shrinkage=0.000439788 Tree=4924 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=3.35664 3.95357 threshold=-0.39935999999999994 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053548612267881269 0.00017021967181033817 -3.2254412664138524e-05 leaf_weight=2.2408088450247297 22.89335922175087 100.30616427026689 leaf_count=131 262 1906 internal_value=0 5.39056e-06 internal_weight=0 123.2 internal_count=2299 2168 is_linear=0 shrinkage=0.000439788 Tree=4925 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=3.33569 3.45356 threshold=-0.39935999999999994 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027633378266342469 0.0082437143986754495 -0.0015488384105196555 leaf_weight=2.1775845109877983 22.193840238236589 98.253451714015682 leaf_count=131 262 1906 internal_value=0 0.000256576 internal_weight=0 120.447 internal_count=2299 2168 is_linear=0 shrinkage=0.0224292 Tree=4926 num_leaves=4 num_cat=0 split_feature=42 15 160 split_gain=3.33827 4.36371 3.31761 threshold=-1.0000000180025095e-35 0.035255000000000009 -0.10091999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3341550095229206e-05 -0.00022727859271866129 -0.00051584201824722434 5.2493757816914032e-05 leaf_weight=14.084956322774817 8.9364234049862699 5.1502832020050837 96.915602061810205 leaf_count=284 254 352 1409 internal_value=0 -0.000170241 2.88376e-05 internal_weight=0 19.2352 105.852 internal_count=2299 636 1663 is_linear=0 shrinkage=0.000439788 Tree=4927 num_leaves=3 num_cat=0 split_feature=133 52 split_gain=3.24567 3.32169 threshold=-0.39935999999999994 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027487257221026486 -0.023586896091600501 0.00083564639909069365 leaf_weight=2.1406598956746157 2.8508807629550565 117.5735677609191 leaf_count=131 161 2007 internal_value=0 0.00025383 internal_weight=0 120.424 internal_count=2299 2168 is_linear=0 shrinkage=0.0224292 Tree=4928 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.6657 3.78424 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030378903090427387 0.024124520907286531 -0.00013810430396089999 leaf_weight=1.9447671979432914 3.3026067532773586 122.39240391547355 leaf_count=23 45 2201 internal_value=0 0.000502957 internal_weight=0 125.695 internal_count=2269 2246 is_linear=0 shrinkage=0.0224292 Tree=4929 num_leaves=4 num_cat=0 split_feature=52 16 16 split_gain=3.4118 6.86352 5.12023 threshold=-0.049384999999999991 -0.095094999999999985 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050795323405464362 3.2567190418038964e-05 0.00014291494433656468 -0.00019377634168469356 leaf_weight=3.3580506088910616 51.43234988750919 43.520792475508642 30.946953382175707 leaf_count=38 1032 658 541 internal_value=0 9.61038e-05 -5.24872e-05 internal_weight=0 46.8788 82.3793 internal_count=2269 696 1573 is_linear=0 shrinkage=0.000439788 Tree=4930 num_leaves=4 num_cat=0 split_feature=52 16 16 split_gain=3.39601 6.89908 5.06309 threshold=-0.049384999999999991 -0.095094999999999985 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050970063973675562 3.1566927999733484e-05 0.00014189528831973425 -0.00019306394602287491 leaf_weight=3.3675007041310883 51.658848405044409 43.724875353029347 31.062180224937038 leaf_count=38 1032 658 541 internal_value=0 9.5113e-05 -5.28082e-05 internal_weight=0 47.0924 82.721 internal_count=2269 696 1573 is_linear=0 shrinkage=0.000439788 Tree=4931 num_leaves=4 num_cat=0 split_feature=1 52 42 split_gain=3.53559 6.94759 3.4969 threshold=0.10098000000000001 0.113445 0.086885000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3012279882376166e-05 2.2642832226245577e-05 -0.00045886212517062136 0.00029466133404988448 leaf_weight=79.098829210968688 31.513563362328568 7.372711806674487 12.858023141627198 leaf_count=1449 370 267 183 internal_value=0 -5.11191e-05 0.000101561 internal_weight=0 86.4715 44.3716 internal_count=2269 1716 553 is_linear=0 shrinkage=0.000439788 Tree=4932 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=4.80913 7.73646 5.19697 threshold=0.090435000000000015 0.092805000000000012 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009149223060527005 -0.017046397956351555 0.01247646546683568 0.0053141487294557522 leaf_weight=50.550114303798182 5.7374226661631829 9.9441032142640307 57.082922665824299 leaf_count=1354 105 135 718 internal_value=0 -0.00559155 0.00326739 internal_weight=0 60.4942 62.8203 internal_count=2312 1489 823 is_linear=0 shrinkage=0.0224292 Tree=4933 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=4.60506 7.40582 4.96977 threshold=0.090435000000000015 0.092805000000000012 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.008968403630937408 -0.016663567265578869 0.012188862709902418 0.0052032926284371912 leaf_weight=50.414577160263434 5.738025387574452 9.950812613940796 56.992909957829397 leaf_count=1354 105 135 718 internal_value=0 -0.00547802 0.00319866 internal_weight=0 60.3654 62.7309 internal_count=2312 1489 823 is_linear=0 shrinkage=0.0224292 Tree=4934 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=4.40941 7.08902 4.75219 threshold=0.090435000000000015 0.092805000000000012 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087905429028768377 -0.016287951121274531 0.011907956392602042 0.0050945512236348694 leaf_weight=50.282881668608752 5.7391111346078096 9.9574704554397595 56.90522578972741 leaf_count=1354 105 135 718 internal_value=0 -0.00536648 0.00313124 internal_weight=0 60.2404 62.6443 internal_count=2312 1489 823 is_linear=0 shrinkage=0.0224292 Tree=4935 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=4.67603 6.72759 4.52712 threshold=0.090435000000000015 0.092805000000000012 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017178332801957502 -0.00030401874341604506 0.00022170928003154445 0.00010107391925706242 leaf_weight=50.899866283361916 5.8610915522440328 10.047822210341108 57.67230663333612 leaf_count=1354 105 135 718 internal_value=0 -0.000106863 6.36232e-05 internal_weight=0 60.9477 63.5334 internal_count=2312 1489 823 is_linear=0 shrinkage=0.000439788 Tree=4936 num_leaves=4 num_cat=0 split_feature=52 47 159 split_gain=5.61922 6.07017 2.67818 threshold=0.16180500000000003 0.12431000000000002 -0.21685999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016547162669784542 -0.0056188764715988547 -0.023100619217982048 -0.031508679387516995 leaf_weight=105.55157712708751 3.9311557407927467 5.2107764284592113 4.1157633194598002 leaf_count=1936 138 59 130 internal_value=0 0.00048633 -0.018904 internal_weight=0 110.762 8.04692 internal_count=2263 1995 268 is_linear=0 shrinkage=0.0224292 Tree=4937 num_leaves=4 num_cat=0 split_feature=52 47 159 split_gain=5.41766 5.81929 2.62841 threshold=0.16180500000000003 0.12431000000000002 -0.21685999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016176584233896086 -0.005503904728696777 -0.022657804213665925 -0.03125368072090072 leaf_weight=105.54838772166113 3.9237430864086491 5.1940217214869326 4.0570986616585278 leaf_count=1936 138 59 130 internal_value=0 0.000475386 -0.0186373 internal_weight=0 110.742 7.98084 internal_count=2263 1995 268 is_linear=0 shrinkage=0.0224292 Tree=4938 num_leaves=4 num_cat=0 split_feature=52 47 159 split_gain=5.15243 5.46982 2.52335 threshold=0.16180500000000003 0.12431000000000002 -0.21685999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8616454158650871e-05 -0.00010753513425748269 -0.00042895174984673121 -0.00060006540821049481 leaf_weight=107.92859597536881 3.9936007525175228 5.2820587711175895 4.0560777258651779 leaf_count=1936 138 59 130 internal_value=0 7.19901e-06 -0.000356544 internal_weight=0 113.211 8.04968 internal_count=2263 1995 268 is_linear=0 shrinkage=0.000439788 Tree=4939 num_leaves=4 num_cat=0 split_feature=52 47 159 split_gain=5.21738 5.57132 2.5763 threshold=0.16180500000000003 0.12431000000000002 -0.21685999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015783868917905533 -0.0053906620514435595 -0.02220480072356237 -0.030981672360495462 leaf_weight=105.59096757427324 3.9178696270100772 5.1798666964750728 4.0000880240404504 leaf_count=1936 138 59 130 internal_value=0 0.000462602 -0.0183625 internal_weight=0 110.771 7.91796 internal_count=2263 1995 268 is_linear=0 shrinkage=0.0224292 Tree=4940 num_leaves=4 num_cat=0 split_feature=403 158 12 split_gain=5.70446 4.61059 0.0831951 threshold=0.093800000000000008 0.09031500000000002 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4066136165880649e-05 -0.00039192588683135108 -0.00034252675416618665 -0.0005169541017797446 leaf_weight=110.37013167582336 2.7630209621274835 6.2886605951134689 2.3408596136432607 leaf_count=1873 85 199 79 internal_value=0 2.31737e-05 -0.000450982 internal_weight=0 116.659 5.10388 internal_count=2236 2072 164 is_linear=0 shrinkage=0.000439788 Tree=4941 num_leaves=4 num_cat=0 split_feature=403 158 12 split_gain=5.9363 4.73479 0.087093 threshold=0.093800000000000008 0.09031500000000002 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.868132796533536e-05 -0.00039078828440237604 -0.00034184551875636129 -0.00051649856553732433 leaf_weight=111.23186626533425 2.8341687280335455 6.3282349000655804 2.4023412135720719 leaf_count=1873 85 199 79 internal_value=0 2.76073e-05 -0.000450127 internal_weight=0 117.56 5.23651 internal_count=2236 2072 164 is_linear=0 shrinkage=0.000439788 Tree=4942 num_leaves=4 num_cat=0 split_feature=403 158 12 split_gain=5.7208 4.55558 0.0854742 threshold=0.093800000000000008 0.09031500000000002 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4061601052207907e-05 -0.00039116608313143796 -0.00034049128813714474 -0.00051739490912240834 leaf_weight=110.66357922730094 2.7629787752521215 6.2782389910644261 2.3526443596929312 leaf_count=1873 85 199 79 internal_value=0 2.3364e-05 -0.000450926 internal_weight=0 116.942 5.11562 internal_count=2236 2072 164 is_linear=0 shrinkage=0.000439788 Tree=4943 num_leaves=4 num_cat=0 split_feature=403 158 12 split_gain=5.65716 4.66443 0.0770453 threshold=0.093800000000000008 0.09031500000000002 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002257435369091349 -0.020201055876796326 -0.017776790232164403 -0.026463165767074383 leaf_weight=108.71513665591192 2.6926403541292521 6.1594898756447938 2.2959140710881911 leaf_count=1873 85 199 79 internal_value=0 0.00118044 -0.023173 internal_weight=0 114.875 4.98855 internal_count=2236 2072 164 is_linear=0 shrinkage=0.0224292 Tree=4944 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=3.50758 5.49205 4.89317 threshold=0.10313000000000001 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0976689836552477e-06 -0.00047055861630871027 0.00036402745492451966 0.00020505162770493129 leaf_weight=108.75604260279943 6.523935568315208 8.3301294362754543 3.0220534030813724 leaf_count=1819 193 186 51 internal_value=0 2.029e-05 -0.000256693 internal_weight=0 117.086 9.54599 internal_count=2249 2005 244 is_linear=0 shrinkage=0.000439788 Tree=4945 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=3.55428 5.49188 4.91625 threshold=0.10313000000000001 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7524231413821431e-06 -0.00047178756400597478 0.00036358359277464296 0.00020515179740106625 leaf_weight=108.44108613212302 6.5650034881837183 8.3214600655192026 3.0167589874472469 leaf_count=1819 193 186 51 internal_value=0 1.96959e-05 -0.000258673 internal_weight=0 116.763 9.58176 internal_count=2249 2005 244 is_linear=0 shrinkage=0.000439788 Tree=4946 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=3.57953 5.69411 4.75986 threshold=0.10313000000000001 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036764899047392102 -0.024153942128390279 0.018980114344142329 0.01016993545158236 leaf_weight=107.24875729587802 6.4431712353834865 8.2211109380878025 2.9521187383215874 leaf_count=1819 193 186 51 internal_value=0 0.00101276 -0.0133702 internal_weight=0 115.47 9.39529 internal_count=2249 2005 244 is_linear=0 shrinkage=0.0224292 Tree=4947 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=3.45545 5.44601 4.61409 threshold=0.10313000000000001 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035940234517812749 -0.023927440916332771 0.018568101734023297 0.0099876520915864724 leaf_weight=107.2493779507713 6.3594115980667976 8.2155351582623535 2.9390731020830572 leaf_count=1819 193 186 51 internal_value=0 0.00099017 -0.013209 internal_weight=0 115.465 9.29848 internal_count=2249 2005 244 is_linear=0 shrinkage=0.0224292 Tree=4948 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=5.41721 4.68814 threshold=1.0000000180025095e-35 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5072918344568715e-06 -0.00043099423639663775 0.00044236877715452829 leaf_weight=114.45851980485895 5.5111302912700912 4.7311910907737902 leaf_count=2171 57 28 internal_value=0 1.42596e-05 internal_weight=0 119.19 internal_count=2256 2199 is_linear=0 shrinkage=0.000439788 Tree=4949 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=5.53802 4.72681 threshold=1.0000000180025095e-35 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022792670297722172 -0.022421071526018192 0.022678281341018691 leaf_weight=112.52028214136953 5.4375433489913112 4.7030913369962937 leaf_count=2171 57 28 internal_value=0 0.000694631 internal_weight=0 117.223 internal_count=2256 2199 is_linear=0 shrinkage=0.0224292 Tree=4950 num_leaves=4 num_cat=0 split_feature=3 133 12 split_gain=5.32796 5.87765 2.44825 threshold=-0.15480499999999997 0.064285000000000009 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02543426912696399 -0.0047951981928432488 0.0071500832911657016 0.0046846111038387206 leaf_weight=5.2578048657160235 83.542282472772058 27.537599087125272 6.2708437988549122 leaf_count=38 1349 757 112 internal_value=0 -0.00183315 0.0141742 internal_weight=0 111.08 11.5286 internal_count=2256 2106 150 is_linear=0 shrinkage=0.0224292 Tree=4951 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=5.28181 4.45964 threshold=1.0000000180025095e-35 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020538418888254667 -0.021920843177501665 0.02219739423031367 leaf_weight=112.48579836032877 5.4220904883695757 4.6360613632714367 leaf_count=2171 57 28 internal_value=0 0.000684863 internal_weight=0 117.122 internal_count=2256 2199 is_linear=0 shrinkage=0.0224292 Tree=4952 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=5.02365 3.80583 threshold=0.11182000000000002 -0.080219999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0078424790061516793 -0.020320622639016187 -0.00088209127728508107 leaf_weight=35.839854317950085 5.4174022883235002 84.237297368330474 leaf_count=522 117 1629 internal_value=0 0.00172279 internal_weight=0 120.077 internal_count=2268 2151 is_linear=0 shrinkage=0.0224292 Tree=4953 num_leaves=3 num_cat=0 split_feature=160 42 split_gain=4.60013 3.75496 threshold=0.11182000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014526647417626961 -0.00037780533056164966 6.6255276582520133e-05 leaf_weight=19.250179027447302 5.4926121033640802 102.99651368966443 leaf_count=600 117 1551 internal_value=0 3.29295e-05 internal_weight=0 122.247 internal_count=2268 2151 is_linear=0 shrinkage=0.000439788 Tree=4954 num_leaves=3 num_cat=0 split_feature=160 42 split_gain=4.79488 3.66581 threshold=0.11182000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0073938669596990492 -0.019852222714987381 0.0033745869946816415 leaf_weight=18.847830070517375 5.417233833926729 101.2486030429427 leaf_count=600 117 1551 internal_value=0 0.00168369 internal_weight=0 120.096 internal_count=2268 2151 is_linear=0 shrinkage=0.0224292 Tree=4955 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.48653 3.56716 threshold=0.11182000000000002 -0.080219999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014620375046896307 -0.00037514003101351596 -1.8330254841597663e-05 leaf_weight=36.318181456677848 5.4848938998766235 85.330410315880727 leaf_count=522 117 1629 internal_value=0 3.08066e-05 internal_weight=0 121.649 internal_count=2268 2151 is_linear=0 shrinkage=0.000439788 Tree=4956 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=5.318 4.93295 threshold=0.148925 -0.34140499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021143093258765237 0.018914576049072249 0.000775902977899789 leaf_weight=5.4014681103872126 7.7517441780364598 109.657053369614 leaf_count=89 48 2119 internal_value=0 -0.00025643 internal_weight=0 115.059 internal_count=2256 2208 is_linear=0 shrinkage=0.0224292 Tree=4957 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=5.11514 4.76419 threshold=0.148925 -0.34140499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040608925235897383 0.0003640259784584857 1.5137152570948984e-05 leaf_weight=5.4285015359637319 7.7495450993883415 111.24802673024533 leaf_count=89 48 2119 internal_value=0 -4.52409e-06 internal_weight=0 116.677 internal_count=2256 2208 is_linear=0 shrinkage=0.000439788 Tree=4958 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=5.09117 4.83561 threshold=0.148925 -0.34140499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040582818969450875 0.00036458765508892466 1.6971631492657313e-05 leaf_weight=5.4693155612330875 7.7605154712218782 111.98331967821287 leaf_count=89 48 2119 internal_value=0 -2.77927e-06 internal_weight=0 117.453 internal_count=2256 2208 is_linear=0 shrinkage=0.000439788 Tree=4959 num_leaves=4 num_cat=0 split_feature=43 42 0 split_gain=5.1962 5.02854 2.64419 threshold=0.12486500000000002 -0.11377999999999998 -0.033989999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027681376055121699 0.006188615701144525 0.00034306250477689882 0.028774823012838693 leaf_weight=3.3001508766319594 6.08809789026418 108.86074116242526 4.5601780340075475 leaf_count=109 163 1970 14 internal_value=0 -0.000486081 0.0158955 internal_weight=0 112.161 10.6483 internal_count=2256 2079 177 is_linear=0 shrinkage=0.0224292 Tree=4960 num_leaves=3 num_cat=0 split_feature=150 133 split_gain=4.47313 4.30753 threshold=-0.22665999999999997 -0.085929999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022322059195595045 0.0087543498234479294 -0.003066821359693858 leaf_weight=4.1576161533594123 18.239108762179967 102.9132657891605 leaf_count=20 363 1902 internal_value=0 -0.00128608 internal_weight=0 121.152 internal_count=2285 2265 is_linear=0 shrinkage=0.0224292 Tree=4961 num_leaves=3 num_cat=0 split_feature=150 133 split_gain=4.30852 3.82652 threshold=-0.22665999999999997 -0.085929999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042890484701806574 0.00016063791873269074 -5.5843617283393841e-05 leaf_weight=4.1957002356648436 18.571125296803075 104.92631304712995 leaf_count=20 363 1902 internal_value=0 -2.32701e-05 internal_weight=0 123.497 internal_count=2285 2265 is_linear=0 shrinkage=0.000439788 Tree=4962 num_leaves=3 num_cat=0 split_feature=150 133 split_gain=4.29858 4.1051 threshold=-0.22665999999999997 -0.085929999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0219580278828377 0.0085401621458374901 -0.0029937099713927477 leaf_weight=4.1314718071371308 18.260897966494667 102.95500941525825 leaf_count=20 363 1902 internal_value=0 -0.00125509 internal_weight=0 121.216 internal_count=2285 2265 is_linear=0 shrinkage=0.0224292 Tree=4963 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=4.09804 3.78476 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041999129446895664 -0.00049718510974612563 -1.1938445132057214e-05 leaf_weight=4.1273678280413142 3.1726084589463417 119.83133899478707 leaf_count=20 199 2066 internal_value=0 -2.45295e-05 internal_weight=0 123.004 internal_count=2285 2265 is_linear=0 shrinkage=0.000439788 Tree=4964 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.25896 5.29014 3.72372 threshold=0.069910000000000014 0.11588000000000001 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0185879576639069e-05 3.6615613540341559e-05 0.00017686972864626744 0.00039892371649864305 leaf_weight=90.565858020156156 13.449807722470725 20.551399231189862 9.2529825894744118 leaf_count=1834 101 289 104 internal_value=0 -2.44698e-05 0.000184493 internal_weight=0 111.117 22.7028 internal_count=2328 2123 205 is_linear=0 shrinkage=0.000439788 Tree=4965 num_leaves=4 num_cat=0 split_feature=1456 1 13 split_gain=4.66985 4.36373 1.12647 threshold=0.075120000000000006 0.12500000000000003 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1167272166534538e-06 -0.00012995065435500498 0.00028370275975974859 -0.00059357573009942801 leaf_weight=118.53084585251054 1.5827911177475469 11.675605168391483 2.8657146892655865 leaf_count=1940 141 196 51 internal_value=0 2.74044e-05 -0.000429877 internal_weight=0 130.206 4.44851 internal_count=2328 2136 192 is_linear=0 shrinkage=0.000439788 Tree=4966 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.22425 5.48569 3.8167 threshold=0.069910000000000014 0.11588000000000001 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1757518844249463e-05 3.3552473410712426e-05 0.00018037598028742657 0.00040125322741595175 leaf_weight=90.196787664252042 13.398580775479788 20.459815003036056 9.2004750136693456 leaf_count=1834 101 289 104 internal_value=0 -2.51163e-05 0.000183462 internal_weight=0 110.657 22.5991 internal_count=2328 2123 205 is_linear=0 shrinkage=0.000439788 Tree=4967 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.31521 5.6149 3.76258 threshold=0.069910000000000014 0.11588000000000001 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2623220854171566e-05 3.6412493369488834e-05 0.00018200546409545567 0.00040127228190926561 leaf_weight=90.397589925712964 13.411758661153728 20.539736415579682 9.2138595684373268 leaf_count=1834 101 289 104 internal_value=0 -2.54562e-05 0.000185208 internal_weight=0 110.937 22.6256 internal_count=2328 2123 205 is_linear=0 shrinkage=0.000439788 Tree=4968 num_leaves=4 num_cat=0 split_feature=484 4 12 split_gain=4.48978 4.11468 4.02463 threshold=-1.0000000180025095e-35 0.0063250000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019118061395834118 -0.0014178416811758189 0.0071582909524521973 -0.021134224858489252 leaf_weight=1.4886395955691112 66.312494263329427 48.869800081971334 7.3631666935034428 leaf_count=15 1362 524 360 internal_value=0 0.00222144 -0.0143383 internal_weight=0 115.182 8.85181 internal_count=2261 1886 375 is_linear=0 shrinkage=0.0224292 Tree=4969 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.48983 6.44278 4.52088 threshold=0.094435000000000005 -0.11372999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019704389714082744 -0.00016733545041663686 -0.00011399884533416762 0.00018344646852804178 leaf_weight=16.397853976697661 8.5741653665318136 59.776818787970114 41.123334698495455 leaf_count=131 178 1465 487 internal_value=0 -4.70092e-05 0.000122886 internal_weight=0 76.1747 49.6975 internal_count=2261 1596 665 is_linear=0 shrinkage=0.000439788 Tree=4970 num_leaves=3 num_cat=0 split_feature=9 484 split_gain=4.5651 4.22724 threshold=-0.036024999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0005062487512694948 -0.000286137001823411 2.8460228373800484e-05 leaf_weight=3.606867200753185 8.8921262780058878 113.20444792544731 leaf_count=76 374 1811 internal_value=0 5.50739e-06 internal_weight=0 122.097 internal_count=2261 2185 is_linear=0 shrinkage=0.000439788 Tree=4971 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.43305 6.43218 4.57403 threshold=0.094435000000000005 -0.11372999999999998 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019597236188966126 -0.00017070192501229212 -0.00011457943064602421 0.00018215321722348408 leaf_weight=16.419841811191873 8.5770227049360965 59.905761123904085 41.031579987698933 leaf_count=131 178 1465 487 internal_value=0 -4.77385e-05 0.000121105 internal_weight=0 76.3256 49.6086 internal_count=2261 1596 665 is_linear=0 shrinkage=0.000439788 Tree=4972 num_leaves=4 num_cat=0 split_feature=155 52 13 split_gain=3.24206 4.28639 0.930288 threshold=0.083440000000000014 -0.08130999999999998 -0.061424999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017441897162212829 -0.00010288507312163829 -7.8816054717746643e-06 -0.00053234192863558193 leaf_weight=34.455637675913749 1.6640622668201102 90.250231798367167 2.3772668583114855 leaf_count=446 62 1659 98 internal_value=0 4.25062e-05 -0.000356824 internal_weight=0 124.706 4.04133 internal_count=2265 2105 160 is_linear=0 shrinkage=0.000439788 Tree=4973 num_leaves=4 num_cat=0 split_feature=155 52 13 split_gain=3.54289 4.1956 0.85287 threshold=0.083440000000000014 -0.08130999999999998 -0.0073699999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017387858377352348 -0.00012937523396602466 -5.9073222023556573e-06 -0.00053515678563508407 leaf_weight=34.754453988949535 1.7229743998032061 90.295253189018695 2.4269655160896937 leaf_count=446 73 1659 87 internal_value=0 4.40786e-05 -0.000368048 internal_weight=0 125.05 4.14994 internal_count=2265 2105 160 is_linear=0 shrinkage=0.000439788 Tree=4974 num_leaves=4 num_cat=0 split_feature=155 52 13 split_gain=3.15203 4.23072 0.930684 threshold=0.083440000000000014 -0.08130999999999998 -0.052294999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017290158988922597 -9.9517180337259641e-05 -8.735370736030749e-06 -0.00053235064496812633 leaf_weight=34.294724139384925 1.6400026791961866 89.471720809553517 2.3374890459235749 leaf_count=446 63 1659 97 internal_value=0 4.16137e-05 -0.000355212 internal_weight=0 123.766 3.97749 internal_count=2265 2105 160 is_linear=0 shrinkage=0.000439788 Tree=4975 num_leaves=4 num_cat=0 split_feature=155 52 13 split_gain=3.16742 4.18164 0.913615 threshold=0.083440000000000014 -0.08130999999999998 -0.052294999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0088744703763515322 -0.0051823079557317955 -0.00039348197352128696 -0.027228165004770502 leaf_weight=33.868161838458036 1.6087924161984122 88.320738483831519 2.3130295307637416 leaf_count=446 63 1659 97 internal_value=0 0.00217638 -0.0182535 internal_weight=0 122.189 3.92182 internal_count=2265 2105 160 is_linear=0 shrinkage=0.0224292 Tree=4976 num_leaves=4 num_cat=0 split_feature=401 12 2 split_gain=2.85462 3.66862 0.844366 threshold=0.087110000000000007 -0.12084499999999998 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025492056656784608 -0.02553920853280834 0.0011947302894430455 -0.0051856687270138944 leaf_weight=2.627882247674278 2.6863595517352215 123.47622752486495 1.6700612702989017 leaf_count=60 126 2041 56 internal_value=0 0.00063483 -0.0177932 internal_weight=0 126.104 4.35642 internal_count=2283 2101 182 is_linear=0 shrinkage=0.0224292 Tree=4977 num_leaves=4 num_cat=0 split_feature=484 402 484 split_gain=2.85875 3.21382 3.13256 threshold=0.085515000000000022 0.088090000000000016 0.087525000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0172103729699021e-06 0.00043165630670803699 -0.0003600964796675037 2.6368337117442345e-05 leaf_weight=111.9609823226856 5.8381848421413443 5.1994972306129048 9.9695686266059038 leaf_count=1820 50 218 195 internal_value=0 -2.27427e-05 0.000176391 internal_weight=0 117.16 15.8078 internal_count=2283 2038 245 is_linear=0 shrinkage=0.000439788 Tree=4978 num_leaves=4 num_cat=0 split_feature=401 483 2 split_gain=2.8064 3.02891 0.861084 threshold=0.087110000000000007 0.088070000000000009 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6995187252971705e-05 -0.00049717557475748388 -0.00030460962702059095 -9.880240144548381e-05 leaf_weight=122.30726784044964 2.7002856678445815 5.551139735558535 1.7274746522307394 leaf_count=1900 126 201 56 internal_value=0 1.25548e-05 -0.000342843 internal_weight=0 127.858 4.42776 internal_count=2283 2101 182 is_linear=0 shrinkage=0.000439788 Tree=4979 num_leaves=4 num_cat=0 split_feature=484 402 484 split_gain=2.819 3.20505 3.13527 threshold=0.085515000000000022 0.088090000000000016 0.087525000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7705643203282051e-06 0.00043130092509101304 -0.00036036854788978873 2.5099128856402495e-05 leaf_weight=111.25553649065114 5.8213007296435526 5.1701569589786223 9.9202795736200624 leaf_count=1820 50 218 195 internal_value=0 -2.25294e-05 0.000175655 internal_weight=0 116.426 15.7416 internal_count=2283 2038 245 is_linear=0 shrinkage=0.000439788 Tree=4980 num_leaves=3 num_cat=0 split_feature=457 14 split_gain=3.5877 6.16242 threshold=0.092360000000000012 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0007945610912907156 0.013322201595481862 -0.028283362534346289 leaf_weight=111.53431960591843 10.843756362039128 3.7720175479189484 leaf_count=2127 94 80 internal_value=0 -0.00016119 internal_weight=0 115.306 internal_count=2301 2207 is_linear=0 shrinkage=0.0224292 Tree=4981 num_leaves=4 num_cat=0 split_feature=1 15 457 split_gain=3.71476 4.59992 3.02354 threshold=0.099325000000000011 -0.0043649999999999991 0.041935000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015721813964818395 7.65465132342424e-05 5.2958664801905085e-05 0.00041183643523428801 leaf_weight=34.840179973682098 40.425903068942716 47.683374703010486 5.9538185023702672 leaf_count=768 509 934 90 internal_value=0 -3.57906e-05 0.00011974 internal_weight=0 82.5236 46.3797 internal_count=2301 1702 599 is_linear=0 shrinkage=0.000439788 Tree=4982 num_leaves=4 num_cat=0 split_feature=403 1 403 split_gain=3.4501 5.12651 2.64491 threshold=0.092660000000000006 0.091615000000000016 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046313376666171331 0.02643350356533147 0.0047699147882859887 0.002529641321071184 leaf_weight=60.124598063928715 4.4968876841594447 56.658095589184086 4.8169917864724994 leaf_count=1382 33 746 140 internal_value=0 -7.02075e-05 0.0141013 internal_weight=0 116.783 9.31388 internal_count=2301 2128 173 is_linear=0 shrinkage=0.0224292 Tree=4983 num_leaves=3 num_cat=0 split_feature=457 14 split_gain=3.45511 5.96578 threshold=0.092360000000000012 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00075369091633046713 0.013089394769510833 -0.028086182572356056 leaf_weight=111.49793674886314 10.778448573400963 3.7099169983994207 leaf_count=2127 94 80 internal_value=0 -0.000179508 internal_weight=0 115.208 internal_count=2301 2207 is_linear=0 shrinkage=0.0224292 Tree=4984 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=7.15686 7.19515 4.86606 threshold=-0.061994999999999995 -0.10023499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016368624887834128 0.018996900178134588 -0.011346081358112641 0.0017972989860754202 leaf_weight=50.756049810355762 12.972254218970191 37.198913633372285 22.806493070209399 leaf_count=456 205 1371 227 internal_value=0 -0.0038553 0.00804014 internal_weight=0 87.955 35.7787 internal_count=2259 1827 432 is_linear=0 shrinkage=0.0224292 Tree=4985 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=6.84492 7.45218 4.79979 threshold=-0.061994999999999995 -0.10023499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.683782418334737e-05 0.00036551345262713931 -0.00022018661150435641 3.3115590448342336e-05 leaf_weight=51.447829486547562 13.212270363641435 37.859890211264428 23.032964726677164 leaf_count=456 205 1371 227 internal_value=0 -7.21454e-05 0.000154411 internal_weight=0 89.3077 36.2452 internal_count=2259 1827 432 is_linear=0 shrinkage=0.000439788 Tree=4986 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=6.85265 6.92158 4.25441 threshold=-0.061994999999999995 -0.10023499999999998 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016052834638309859 0.0038899942126783618 -0.011145666203554694 0.022916075170249649 leaf_weight=50.754269157660019 28.224318246851908 37.026174116675975 7.4640258704312137 leaf_count=456 382 1371 50 internal_value=0 -0.00377438 0.00787932 internal_weight=0 87.7804 35.6883 internal_count=2259 1827 432 is_linear=0 shrinkage=0.0224292 Tree=4987 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=6.80869 7.02777 4.75132 threshold=-0.060199999999999997 -0.10023499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4964893514482217e-05 0.00037494867350455942 -0.00021370497049892138 3.7934423370127767e-05 leaf_weight=51.523251453181729 12.456666320620569 38.312834597389156 23.035560357151553 leaf_count=456 195 1383 225 internal_value=0 -7.11094e-05 0.000156354 internal_weight=0 89.8361 35.4922 internal_count=2259 1839 420 is_linear=0 shrinkage=0.000439788 Tree=4988 num_leaves=3 num_cat=0 split_feature=4 48 split_gain=3.78708 3.95528 threshold=0.50973500000000016 0.083570000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5763587407556863e-05 0.00041920740757555848 0.00011800644838659235 leaf_weight=84.717747181399318 4.4958364162303033 42.976801797711232 leaf_count=1679 113 441 internal_value=0 9.36416e-06 internal_weight=0 127.695 internal_count=2233 2120 is_linear=0 shrinkage=0.000439788 Tree=4989 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=3.58623 3.99706 threshold=0.50973500000000016 0.11461500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013158298444818563 0.021324873187491419 -0.020443043184991808 leaf_weight=120.97769078132842 4.3061992491711854 4.3825545784711712 leaf_count=2013 113 107 internal_value=0 0.000552149 internal_weight=0 125.36 internal_count=2233 2120 is_linear=0 shrinkage=0.0224292 Tree=4990 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=3.49743 3.82907 threshold=0.50973500000000016 0.11461500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012863268541705021 0.021234103833181826 -0.020035039925961309 leaf_weight=120.97719090053579 4.2285679941705885 4.3720146366758845 leaf_count=2013 113 107 internal_value=0 0.000539728 internal_weight=0 125.349 internal_count=2233 2120 is_linear=0 shrinkage=0.0224292 Tree=4991 num_leaves=3 num_cat=0 split_feature=4 48 split_gain=3.57386 3.80072 threshold=0.50973500000000016 0.083570000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.39382201270725e-05 0.00041530458984390681 0.00011648683704882764 leaf_weight=84.819485652238654 4.3336827358580186 43.042146442261583 leaf_count=1679 113 441 internal_value=0 1.00751e-05 internal_weight=0 127.862 internal_count=2233 2120 is_linear=0 shrinkage=0.000439788 Tree=4992 num_leaves=4 num_cat=0 split_feature=52 52 1213 split_gain=3.44968 7.79439 3.85402 threshold=-0.08130999999999998 -0.085984999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022062485455317271 -0.023380083770295376 0.030553104581796348 -0.00057025478949210805 leaf_weight=32.175530119260657 3.8759007323315009 5.7338594034081316 86.156607396878826 leaf_count=522 326 48 1399 internal_value=0 0.00650698 -0.00155697 internal_weight=0 37.9094 90.0325 internal_count=2295 570 1725 is_linear=0 shrinkage=0.0224292 Tree=4993 num_leaves=3 num_cat=0 split_feature=12 52 split_gain=3.86939 3.72549 threshold=-0.12084499999999998 -0.08130999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050900965388906566 0.00014349911617023297 -2.1278020672424681e-05 leaf_weight=2.6375887943140688 37.593996060270001 90.121247742252308 leaf_count=68 554 1673 internal_value=0 2.72396e-05 internal_weight=0 127.715 internal_count=2295 2227 is_linear=0 shrinkage=0.000439788 Tree=4994 num_leaves=3 num_cat=0 split_feature=12 52 split_gain=3.74088 3.59519 threshold=-0.12084499999999998 -0.08130999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050198497940809209 0.00014088199176807604 -2.1312121112931619e-05 leaf_weight=2.6249726116657248 37.476012648970936 89.576621313150099 leaf_count=68 554 1673 internal_value=0 2.65434e-05 internal_weight=0 127.053 internal_count=2295 2227 is_linear=0 shrinkage=0.000439788 Tree=4995 num_leaves=4 num_cat=0 split_feature=52 52 403 split_gain=3.29656 7.56747 4.17853 threshold=-0.08130999999999998 -0.085984999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021504983033139389 -0.017411208790630552 0.030215466174579726 -5.1687253672557564e-05 leaf_weight=32.193348205270013 7.6014368312244178 5.6688938579754895 82.413446382874099 leaf_count=522 507 48 1218 internal_value=0 0.00636561 -0.00152102 internal_weight=0 37.8622 90.0149 internal_count=2295 570 1725 is_linear=0 shrinkage=0.0224292 Tree=4996 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=4.90754 3.2641 threshold=-0.036024999999999995 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050866334430066612 1.593396857966245e-05 -0.00024519109051986202 leaf_weight=3.6862228922836939 116.43217737704981 10.039422570058376 leaf_count=74 1876 306 internal_value=0 -4.82823e-06 internal_weight=0 126.472 internal_count=2256 2182 is_linear=0 shrinkage=0.000439788 Tree=4997 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=3.56297 3.25554 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041627112430201141 1.7952639222716158e-05 -0.00024432050379952994 leaf_weight=4.0290839694498564 114.76483907587681 9.9279937502578814 leaf_count=77 1873 306 internal_value=0 -2.96365e-06 internal_weight=0 124.693 internal_count=2256 2179 is_linear=0 shrinkage=0.000439788 Tree=4998 num_leaves=3 num_cat=0 split_feature=9 52 split_gain=3.42323 3.33247 threshold=-1.0000000180025095e-35 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021040226473322297 -0.023902332235475977 0.00030629533147197199 leaf_weight=3.8932721322926218 2.9115131553407982 119.70770616927621 leaf_count=77 151 2028 internal_value=0 -0.000272154 internal_weight=0 122.619 internal_count=2256 2179 is_linear=0 shrinkage=0.0224292 Tree=4999 num_leaves=3 num_cat=0 split_feature=9 131 split_gain=3.44955 3.1864 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041301792511578878 1.7756427539703358e-05 -0.00024232391952270274 leaf_weight=3.9614802575670174 114.89045517499471 9.8766729841008765 leaf_count=77 1873 306 internal_value=0 -2.86568e-06 internal_weight=0 124.767 internal_count=2256 2179 is_linear=0 shrinkage=0.000439788 Tree=5000 num_leaves=3 num_cat=0 split_feature=39 376 split_gain=4.23952 5.58755 threshold=-1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022951969199861106 -0.0001803480078470705 0.020280054907368311 leaf_weight=3.8134737679501987 116.22322828361212 7.107213173992931 leaf_count=47 2148 106 internal_value=0 0.00100169 internal_weight=0 123.33 internal_count=2301 2254 is_linear=0 shrinkage=0.0224292 Tree=5001 num_leaves=4 num_cat=0 split_feature=484 49 2 split_gain=4.0572 3.81405 1.63924 threshold=-0.0048499999999999993 -0.0019649999999999997 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020686010695067765 -0.0048143900238818626 0.003963222425599368 0.0020367447519772522 leaf_weight=6.1834191335801716 35.520563703263178 83.199093407056353 2.1467267433617963 leaf_count=337 376 1551 37 internal_value=0 0.00133664 -0.014839 internal_weight=0 118.72 8.33015 internal_count=2301 1927 374 is_linear=0 shrinkage=0.0224292 Tree=5002 num_leaves=4 num_cat=0 split_feature=484 49 2 split_gain=4.15779 3.46406 1.62609 threshold=-0.0048499999999999993 -0.0019649999999999997 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040467117703931463 -8.6370359262128091e-05 7.6520001785483863e-05 3.5507764051782371e-05 leaf_weight=6.2652318562031706 36.022556229203474 84.329682918498293 2.1845559276262065 leaf_count=337 376 1551 37 internal_value=0 2.77594e-05 -0.000291046 internal_weight=0 120.352 8.44979 internal_count=2301 1927 374 is_linear=0 shrinkage=0.000439788 Tree=5003 num_leaves=4 num_cat=0 split_feature=484 15 2 split_gain=4.05054 3.37514 1.63752 threshold=-0.0048499999999999993 0.09167500000000002 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040199329797493825 5.2012730639852686e-05 -0.00018576043339903962 3.7979080405701062e-05 leaf_weight=6.2699784089782025 107.80509229040035 12.912586964906948 2.2072917380137369 leaf_count=337 1617 310 37 internal_value=0 2.65539e-05 -0.000287606 internal_weight=0 120.718 8.47727 internal_count=2301 1927 374 is_linear=0 shrinkage=0.000439788 Tree=5004 num_leaves=3 num_cat=0 split_feature=9 1456 split_gain=4.27125 4.55087 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025452289227627645 -0.019146753380893753 0.00099433338710518452 leaf_weight=3.3472459342883658 5.9646209359634659 118.38142329783295 leaf_count=209 68 2014 internal_value=0 0.000263238 internal_weight=0 121.729 internal_count=2291 2223 is_linear=0 shrinkage=0.0224292 Tree=5005 num_leaves=3 num_cat=0 split_feature=9 483 split_gain=3.93581 3.91411 threshold=0.084755000000000011 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3337964358957642e-05 -0.00035846406069135685 -0.00031710574386941537 leaf_weight=116.56849118047103 6.0510292757535344 6.9003221140446831 leaf_count=1949 68 274 internal_value=0 4.26544e-06 internal_weight=0 123.469 internal_count=2291 2223 is_linear=0 shrinkage=0.000439788 Tree=5006 num_leaves=3 num_cat=0 split_feature=9 1456 split_gain=4.06828 4.4398 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025403395942654436 -0.018668353478131339 0.00097137976273208731 leaf_weight=3.2811880500012185 5.9769890896277493 118.41030119993957 leaf_count=209 68 2014 internal_value=0 0.000256359 internal_weight=0 121.691 internal_count=2291 2223 is_linear=0 shrinkage=0.0224292 Tree=5007 num_leaves=3 num_cat=0 split_feature=9 483 split_gain=3.88104 3.90989 threshold=0.084755000000000011 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012236904467033528 -0.018218153866518875 -0.016362093449210011 leaf_weight=114.90760349505581 5.9876674789702511 6.7136899859397081 leaf_count=1949 68 274 internal_value=0 0.000250511 internal_weight=0 121.621 internal_count=2291 2223 is_linear=0 shrinkage=0.0224292 Tree=5008 num_leaves=3 num_cat=0 split_feature=42 3 split_gain=6.45452 4.33523 threshold=-0.11377999999999998 -0.088159999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032228503644854932 0.0077932396793517836 -0.0016859181320168976 leaf_weight=2.9898151993766069 34.03021733200876 84.507152601225243 leaf_count=115 441 1659 internal_value=0 0.00103622 internal_weight=0 118.537 internal_count=2215 2100 is_linear=0 shrinkage=0.0224292 Tree=5009 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=6.21572 4.37076 threshold=-0.11377999999999998 -0.10134499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031749803992779178 0.027973209357539539 0.00032513606272397555 leaf_weight=2.9673686188471029 2.930781250121071 115.5718982164617 leaf_count=115 21 2079 internal_value=0 0.00101332 internal_weight=0 118.503 internal_count=2215 2100 is_linear=0 shrinkage=0.0224292 Tree=5010 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=5.98332 4.15781 threshold=-0.11377999999999998 -0.092484999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031265108363819599 0.018470074027018831 -1.893332544656017e-05 leaf_weight=2.9463211558322646 6.4531637993641189 112.0394731866545 leaf_count=115 88 2012 internal_value=0 0.0009908 internal_weight=0 118.493 internal_count=2215 2100 is_linear=0 shrinkage=0.0224292 Tree=5011 num_leaves=3 num_cat=0 split_feature=42 3 split_gain=5.7573 4.13916 threshold=-0.11377999999999998 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030775272578265341 0.0084959491116137452 -0.0013653081106250694 leaf_weight=2.9266111893157349 28.032855256518815 90.460422419957467 leaf_count=115 260 1840 internal_value=0 0.000968637 internal_weight=0 118.493 internal_count=2215 2100 is_linear=0 shrinkage=0.0224292 Tree=5012 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.24055 5.75018 3.77244 threshold=0.043130000000000009 0.094405000000000003 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000141586163226578 2.0177681387952721e-05 6.5522202215434895e-05 0.00043860914196745414 leaf_weight=55.831705394077289 10.289968991186472 48.379674070893088 6.9870249518135088 leaf_count=1499 154 594 31 internal_value=0 -4.54426e-05 0.000189694 internal_weight=0 104.211 17.277 internal_count=2278 2093 185 is_linear=0 shrinkage=0.000439788 Tree=5013 num_leaves=4 num_cat=0 split_feature=133 42 133 split_gain=4.36138 5.01888 3.74194 threshold=-0.15580999999999998 -1.0000000180025095e-35 -0.23119499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036127728904964966 -0.014269422206416908 -5.4641629277680875e-05 0.035551316769940888 leaf_weight=5.0540248508405057 14.323285697682875 97.039617242931854 2.8922429832746266 leaf_count=162 514 1575 27 internal_value=0 -0.00188505 0.015295 internal_weight=0 111.363 7.94627 internal_count=2278 2089 189 is_linear=0 shrinkage=0.0224292 Tree=5014 num_leaves=4 num_cat=0 split_feature=133 42 133 split_gain=4.17232 4.82095 3.59541 threshold=-0.15580999999999998 -1.0000000180025095e-35 -0.23119499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035302591800879576 -0.014011658977214597 -5.3416045532291836e-05 0.034863804169896512 leaf_weight=5.0565648298870656 14.260680311028407 97.03995313600899 2.883604032394941 leaf_count=162 514 1575 27 internal_value=0 -0.00184395 0.0149659 internal_weight=0 111.301 7.94017 internal_count=2278 2089 189 is_linear=0 shrinkage=0.0224292 Tree=5015 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.23913 5.46378 3.7721 threshold=0.043130000000000009 0.094405000000000003 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014064845509176213 1.9106174671379296e-05 6.1530766969547255e-05 0.00043773980103392575 leaf_weight=55.713096317420423 10.302938107925003 48.206185440038098 6.9685102800722225 leaf_count=1499 154 594 31 internal_value=0 -4.68673e-05 0.000188309 internal_weight=0 103.919 17.2714 internal_count=2278 2093 185 is_linear=0 shrinkage=0.000439788 Tree=5016 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.6256 3.84953 threshold=0.093235000000000012 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041185351584014827 -0.0003241730439235533 2.1940373934074152e-05 leaf_weight=5.08226543967612 3.9844433397520325 122.54326660657534 leaf_count=34 37 2215 internal_value=0 3.75267e-05 internal_weight=0 127.626 internal_count=2286 2249 is_linear=0 shrinkage=0.000439788 Tree=5017 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=2.70399 3.63901 threshold=-0.41249499999999995 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037682905193317512 0.00044091032203879643 1.9846188000816442e-05 leaf_weight=3.1672830786337718 4.0819484037347129 124.20384469554847 leaf_count=48 27 2211 internal_value=0 3.33077e-05 internal_weight=0 128.286 internal_count=2286 2238 is_linear=0 shrinkage=0.000439788 Tree=5018 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=2.66581 3.26337 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035409680602760808 -0.00033165029870691935 4.7095206501479757e-05 leaf_weight=4.0306718526408067 3.94819366998854 123.9088911260842 leaf_count=41 78 2167 internal_value=0 3.44049e-05 internal_weight=0 127.94 internal_count=2286 2208 is_linear=0 shrinkage=0.000439788 Tree=5019 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=2.77315 3.33718 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035679013783552387 -0.00033587488562624183 4.8665220786646191e-05 leaf_weight=4.0353821581229559 3.983345918597478 124.31029349529126 leaf_count=41 78 2167 internal_value=0 3.58659e-05 internal_weight=0 128.346 internal_count=2286 2208 is_linear=0 shrinkage=0.000439788 Tree=5020 num_leaves=4 num_cat=0 split_feature=42 2 403 split_gain=3.75852 3.67622 2.74472 threshold=-0.091229999999999992 1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049859019681040492 -0.0079595588976639105 0.001889627012481353 0.02758850385935931 leaf_weight=7.4570990094944118 23.97056296208757 92.844943086965941 4.2299880044884048 leaf_count=194 480 1579 54 internal_value=0 -0.000132398 0.0131983 internal_weight=0 116.816 11.6871 internal_count=2307 2059 248 is_linear=0 shrinkage=0.0224292 Tree=5021 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=3.66717 3.56813 threshold=-0.5138299999999999 0.085900000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046129850599520126 4.8909241918004877e-05 -0.00031714269489164007 leaf_weight=2.9460195238061706 121.9523011336787 5.3585827481583683 leaf_count=166 1942 199 internal_value=0 3.34567e-05 internal_weight=0 127.311 internal_count=2307 2141 is_linear=0 shrinkage=0.000439788 Tree=5022 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=3.83339 3.65389 threshold=-0.5138299999999999 0.085900000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046244651961241731 4.8006695685379998e-05 -0.000319883266748079 leaf_weight=3.0839387043670277 122.0876767291702 5.4359718906925982 leaf_count=166 1942 199 internal_value=0 3.22791e-05 internal_weight=0 127.524 internal_count=2307 2141 is_linear=0 shrinkage=0.000439788 Tree=5023 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=3.72737 3.66206 threshold=-0.5138299999999999 0.085900000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046145643603790084 4.8766851778535807e-05 -0.00031834357122225213 leaf_weight=2.9978158560843431 123.00957032755105 5.4711702885106197 leaf_count=166 1942 199 internal_value=0 3.3089e-05 internal_weight=0 128.481 internal_count=2307 2141 is_linear=0 shrinkage=0.000439788 Tree=5024 num_leaves=3 num_cat=0 split_feature=376 9 split_gain=4.72937 4.02254 threshold=0.088055000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041565535053012415 0.0004222564505100586 -3.9527053516496718e-05 leaf_weight=3.8655502866604357 4.7548553596134289 112.60077371398802 leaf_count=63 48 2133 internal_value=0 -2.43538e-05 internal_weight=0 116.466 internal_count=2244 2196 is_linear=0 shrinkage=0.000439788 Tree=5025 num_leaves=3 num_cat=0 split_feature=376 9 split_gain=4.70708 3.81101 threshold=0.088055000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020964079146118215 0.021608848831850894 -0.0020715349286604774 leaf_weight=3.7161808089003889 4.6709158375742836 110.41597684489898 leaf_count=63 48 2133 internal_value=0 -0.00131811 internal_weight=0 114.132 internal_count=2244 2196 is_linear=0 shrinkage=0.0224292 Tree=5026 num_leaves=4 num_cat=0 split_feature=123 49 39 split_gain=4.12573 3.96027 1.71115 threshold=1.0000000180025095e-35 -0.44508499999999995 0.085095000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003943631444200406 1.8471343181342251e-05 -5.0766193649786624e-05 0.00036845226285785144 leaf_weight=3.9952809400856486 4.2544184541329724 104.52057058050559 7.3959010465769097 leaf_count=13 45 2044 142 internal_value=0 -3.43112e-05 0.000240887 internal_weight=0 108.516 11.6503 internal_count=2244 2057 187 is_linear=0 shrinkage=0.000439788 Tree=5027 num_leaves=4 num_cat=0 split_feature=123 49 39 split_gain=3.91081 3.95124 1.69949 threshold=1.0000000180025095e-35 -0.44508499999999995 0.085095000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020120084297067974 0.00075108150572346887 -0.002578918336234283 0.018683450535904637 leaf_weight=3.9885192289948455 4.2137816765462031 103.31116260439012 7.1928662442951463 leaf_count=13 45 2044 142 internal_value=0 -0.00173173 0.0120713 internal_weight=0 107.3 11.4066 internal_count=2244 2057 187 is_linear=0 shrinkage=0.0224292 Tree=5028 num_leaves=4 num_cat=0 split_feature=123 484 2 split_gain=3.73505 5.06389 2.36148 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040498506667807876 -5.2404561849532816e-05 -2.8996725904090931e-05 0.00035863532480844603 leaf_weight=7.4312230807845472 4.2722096377983672 98.93689418410213 7.322092377464287 leaf_count=349 79 1683 116 internal_value=0 -5.53325e-05 0.00020734 internal_weight=0 106.368 11.5943 internal_count=2227 2032 195 is_linear=0 shrinkage=0.000439788 Tree=5029 num_leaves=4 num_cat=0 split_feature=123 484 2 split_gain=3.55203 4.99498 2.4002 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020776406769052375 -0.0031835264898389046 -0.0015073509522900842 0.018264686217474166 leaf_weight=7.2588416703219982 4.1406171126873215 96.599609807475645 7.1271199641050771 leaf_count=349 79 1683 116 internal_value=0 -0.00285767 0.0103909 internal_weight=0 103.858 11.2677 internal_count=2227 2032 195 is_linear=0 shrinkage=0.0224292 Tree=5030 num_leaves=4 num_cat=0 split_feature=123 484 2 split_gain=3.41421 4.83095 2.33624 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020507578461695163 -0.0031079138388225356 -0.0014736566734196558 0.01809415459718116 leaf_weight=7.1900851125901672 4.1466201795847137 96.59262146493711 7.0341635616496205 leaf_count=349 79 1683 116 internal_value=0 -0.00279586 0.010239 internal_weight=0 103.783 11.1808 internal_count=2227 2032 195 is_linear=0 shrinkage=0.0224292 Tree=5031 num_leaves=4 num_cat=0 split_feature=123 484 2 split_gain=3.65812 4.81053 2.25301 threshold=1.0000000180025095e-35 -0.0048499999999999993 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003981505969574462 -4.6116449151457404e-05 -2.9145256887780121e-05 0.00035671278555641437 leaf_weight=7.3240476065839166 4.2748281942331214 98.436593115809956 7.185412579216063 leaf_count=349 79 1683 116 internal_value=0 -5.47666e-05 0.000206625 internal_weight=0 105.761 11.4602 internal_count=2227 2032 195 is_linear=0 shrinkage=0.000439788 Tree=5032 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=5.50809 8.47001 5.32568 threshold=0.077845000000000011 -0.083954999999999988 0.024320000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079895523349099249 0.0034373517437981606 -0.013612021290871589 0.026414118438324464 leaf_weight=14.811485238053136 78.662921267408819 23.751263482259674 5.4066669329477 leaf_count=251 1004 919 83 internal_value=0 -0.00531527 0.00492069 internal_weight=0 38.5627 84.0696 internal_count=2257 1170 1087 is_linear=0 shrinkage=0.0224292 Tree=5033 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=5.27527 8.14671 5.37168 threshold=0.077845000000000011 -0.083954999999999988 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078175993368379913 0.0033336395527983021 -0.013402284794018662 0.026560298663835271 leaf_weight=14.79832630624878 78.692143201180443 23.584101799417112 5.3314480583940158 leaf_count=251 1005 919 82 internal_value=0 -0.00522115 0.00481311 internal_weight=0 38.3824 84.0236 internal_count=2257 1170 1087 is_linear=0 shrinkage=0.0224292 Tree=5034 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=5.05208 7.83489 4.84436 threshold=0.077845000000000011 -0.083954999999999988 0.024320000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076491393802939006 0.0032898938425238076 -0.01319406248759339 0.025182876992630818 leaf_weight=14.78557845452451 78.560693454281136 23.42113470847471 5.4182548164972095 leaf_count=251 1004 919 83 internal_value=0 -0.00512818 0.00470781 internal_weight=0 38.2067 83.9789 internal_count=2257 1170 1087 is_linear=0 shrinkage=0.0224292 Tree=5035 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=5.22159 7.80406 4.63104 threshold=0.077845000000000011 -0.083954999999999988 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014768059279690851 6.8018491873750916e-05 -0.00025678517543934463 0.00048405649761879379 leaf_weight=15.080726290208984 80.283207010164915 23.710162080802547 5.5133714731491628 leaf_count=251 1005 919 82 internal_value=0 -9.95458e-05 9.48552e-05 internal_weight=0 38.7909 85.7966 internal_count=2257 1170 1087 is_linear=0 shrinkage=0.000439788 Tree=5036 num_leaves=3 num_cat=0 split_feature=457 1375 split_gain=2.92928 6.42278 threshold=-0.15747999999999998 0.079730000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019998471318163867 0.0014512177802307547 -0.026888801412051046 leaf_weight=3.9767272779718033 117.56508634920465 4.1464386999577973 leaf_count=26 2130 98 internal_value=0 0.000481671 internal_weight=0 121.712 internal_count=2254 2228 is_linear=0 shrinkage=0.0224292 Tree=5037 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=3.16071 5.11459 3.09947 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071919451604935559 0.00082788301970498901 0.021299458910057693 -0.024024715324650614 leaf_weight=2.4121948776300997 112.02835035224416 6.4765634053910608 4.6914901457348597 leaf_count=19 1810 77 348 internal_value=0 0.00194995 -0.0134336 internal_weight=0 118.505 7.10369 internal_count=2254 1887 367 is_linear=0 shrinkage=0.0224292 Tree=5038 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=3.05746 4.87126 3.03893 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070413095059837965 0.0008093545876059257 0.020759495628719708 -0.023994499218886221 leaf_weight=2.4089835111517459 112.02325595403818 6.4962485103169447 4.5931707704730789 leaf_count=19 1810 77 348 internal_value=0 0.00190602 -0.013327 internal_weight=0 118.52 7.00215 internal_count=2254 1887 367 is_linear=0 shrinkage=0.0224292 Tree=5039 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=2.95749 4.64012 2.9798 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.11372999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068936069627424977 0.00079124000668101644 0.020235589785871286 -0.023964624438176488 leaf_weight=2.4058541019912809 112.01829240763618 6.5152358918276141 4.4968559005501438 leaf_count=19 1810 77 348 internal_value=0 0.00186309 -0.01322 internal_weight=0 118.534 6.90271 internal_count=2254 1887 367 is_linear=0 shrinkage=0.0224292 Tree=5040 num_leaves=4 num_cat=0 split_feature=52 133 0 split_gain=6.77194 4.89352 1.8504 threshold=-0.24600999999999998 0.13396500000000003 -0.023879999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055000649268211073 8.5423484130017632e-06 -0.00047206320304296585 -9.751037513390081e-05 leaf_weight=6.0002401061792625 103.47077375847584 4.2474690244416697 2.4765689154155535 leaf_count=203 1766 224 58 internal_value=0 -1.04888e-05 -0.000418322 internal_weight=0 107.718 8.47681 internal_count=2251 1990 261 is_linear=0 shrinkage=0.000439788 Tree=5041 num_leaves=4 num_cat=0 split_feature=52 133 0 split_gain=7.06498 4.98557 1.79049 threshold=-0.24600999999999998 0.13396500000000003 -0.023879999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055337827553065774 1.1297496734937582e-05 -0.00047377377790445036 -0.00010886920225856325 leaf_weight=6.0195176205452299 102.91438287311757 4.2490263575164127 2.4848486455157381 leaf_count=203 1766 224 58 internal_value=0 -8.01652e-06 -0.000424034 internal_weight=0 107.163 8.50437 internal_count=2251 1990 261 is_linear=0 shrinkage=0.000439788 Tree=5042 num_leaves=4 num_cat=0 split_feature=52 133 0 split_gain=6.66419 4.66066 1.93577 threshold=-0.24600999999999998 0.13275000000000003 -0.023879999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054927051293317155 1.1427773096512176e-05 -0.00045164480073215031 -8.5959198921312685e-05 leaf_weight=5.940509416628629 102.92824700280471 4.3636248517432241 2.4772291192784888 leaf_count=203 1764 226 58 internal_value=0 -7.48266e-06 -0.000413427 internal_weight=0 107.292 8.41774 internal_count=2251 1990 261 is_linear=0 shrinkage=0.000439788 Tree=5043 num_leaves=4 num_cat=0 split_feature=52 133 0 split_gain=6.80131 4.90845 1.8614 threshold=-0.24600999999999998 0.13396500000000003 -0.023879999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055196882348153959 7.7320505980494809e-06 -0.00047355951979714296 -9.9290067325524963e-05 leaf_weight=6.0061654819000978 103.01696133543737 4.2491044144553589 2.4937182436697167 leaf_count=203 1766 224 58 internal_value=0 -1.14141e-05 -0.000419681 internal_weight=0 107.266 8.49988 internal_count=2251 1990 261 is_linear=0 shrinkage=0.000439788 Tree=5044 num_leaves=4 num_cat=0 split_feature=157 0 13 split_gain=4.59744 6.57181 5.9865 threshold=-0.076494999999999994 -0.060199999999999997 -0.042354999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0075916938811240809 -0.0054579271472838852 0.0068728719275343974 0.019955022955977949 leaf_weight=6.0779807428043595 78.313602418391383 30.080110710550798 11.373039933885591 leaf_count=180 1668 345 109 internal_value=0 -0.00203543 0.010363 internal_weight=0 108.394 17.451 internal_count=2302 2013 289 is_linear=0 shrinkage=0.0224292 Tree=5045 num_leaves=4 num_cat=0 split_feature=157 0 4 split_gain=4.49109 6.56653 5.78038 threshold=-0.076494999999999994 -0.060199999999999997 -0.034289999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016472448766905229 -0.00010295628682493077 0.00013691145565332728 0.00037461548454429734 leaf_weight=5.6353750285343294 79.686987059816602 30.51032659097109 12.00716178902803 leaf_count=82 1668 345 207 internal_value=0 -3.65319e-05 0.000202348 internal_weight=0 110.197 17.6425 internal_count=2302 2013 289 is_linear=0 shrinkage=0.000439788 Tree=5046 num_leaves=4 num_cat=0 split_feature=157 0 4 split_gain=4.30941 6.4008 5.93059 threshold=-0.076494999999999994 -0.060199999999999997 -0.034289999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017348622370095293 -0.00010312519940040186 0.00013383286509233418 0.00037221624070819348 leaf_weight=5.6643803872284506 79.408852447588288 30.502617501770146 11.957356928258376 leaf_count=82 1668 345 207 internal_value=0 -3.73528e-05 0.000196806 internal_weight=0 109.911 17.6217 internal_count=2302 2013 289 is_linear=0 shrinkage=0.000439788 Tree=5047 num_leaves=4 num_cat=0 split_feature=157 0 4 split_gain=4.40265 6.28368 5.89997 threshold=-0.076494999999999994 -0.060199999999999997 -0.034289999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0088856183746047201 -0.0053305206474459736 0.0067322361360039537 0.019108796839065974 leaf_weight=5.5525371072581065 78.320747486322944 30.042434239323484 11.831858654633832 leaf_count=82 1668 345 207 internal_value=0 -0.00198566 0.0101675 internal_weight=0 108.363 17.3844 internal_count=2302 2013 289 is_linear=0 shrinkage=0.0224292 Tree=5048 num_leaves=3 num_cat=0 split_feature=12 13 split_gain=4.01294 3.90459 threshold=-0.094939999999999983 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032151737310224317 0.0004261218345805658 3.1678340380705898e-05 leaf_weight=5.9346145162999155 5.0506048033712423 114.18731011413183 leaf_count=115 30 2091 internal_value=0 4.84515e-05 internal_weight=0 119.238 internal_count=2236 2121 is_linear=0 shrinkage=0.000439788 Tree=5049 num_leaves=3 num_cat=0 split_feature=12 403 split_gain=4.34637 3.79293 threshold=-0.094939999999999983 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017417799908493896 0.0011073885735238306 0.013776057067021428 leaf_weight=5.7281543111603233 103.67681367006298 13.410373435210202 leaf_count=115 1899 222 internal_value=0 0.00256038 internal_weight=0 117.087 internal_count=2236 2121 is_linear=0 shrinkage=0.0224292 Tree=5050 num_leaves=4 num_cat=0 split_feature=403 131 0 split_gain=3.83309 4.08229 3.7578 threshold=0.03138500000000001 0.094035000000000007 -0.084169999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001100682809269926 -0.0027179754347145847 -0.020047739946693982 0.021418469255035846 leaf_weight=104.08668895573646 5.097160297969821 4.7844983455142929 8.8923155335360189 leaf_count=1790 118 201 127 internal_value=0 0.000167933 0.0126325 internal_weight=0 108.871 13.9895 internal_count=2236 1991 245 is_linear=0 shrinkage=0.0224292 Tree=5051 num_leaves=3 num_cat=0 split_feature=12 13 split_gain=4.12649 3.55515 threshold=-0.094939999999999983 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016974134432945404 0.021224848395828964 0.0016508656995732917 leaf_weight=5.7448194024327668 4.8517463117605066 112.23128379174887 leaf_count=115 30 2091 internal_value=0 0.00246531 internal_weight=0 117.083 internal_count=2236 2121 is_linear=0 shrinkage=0.0224292 Tree=5052 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=7.51218 4.1612 threshold=-0.45122499999999993 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02488000812406143 -0.00065272721875840329 -0.023079132381925202 leaf_weight=5.6806481468956909 109.04381225543329 4.3083870891423421 leaf_count=65 2037 158 internal_value=0 -0.00150887 internal_weight=0 113.352 internal_count=2260 2195 is_linear=0 shrinkage=0.0224292 Tree=5053 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=7.28897 4.04759 threshold=-0.45122499999999993 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024713226657372262 -0.00063808184315494851 -0.02292303866154953 leaf_weight=5.5918460079992647 109.04513044518535 4.2413226981298058 leaf_count=65 2037 158 internal_value=0 -0.00147613 internal_weight=0 113.286 internal_count=2260 2195 is_linear=0 shrinkage=0.0224292 Tree=5054 num_leaves=3 num_cat=0 split_feature=13 147 split_gain=7.14026 4.10448 threshold=-0.45122499999999993 0.08955500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00048044935104187627 -4.9546119052592359e-05 0.00029194320476550893 leaf_weight=5.5820910395123056 107.96904437812918 7.2466419373522504 leaf_count=65 2116 79 internal_value=0 -2.80229e-05 internal_weight=0 115.216 internal_count=2260 2195 is_linear=0 shrinkage=0.000439788 Tree=5055 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=7.28086 4.13119 threshold=-0.45122499999999993 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00048417351796850594 -9.0440221744611152e-05 8.0799951991074781e-05 leaf_weight=5.6747729489870826 71.550920987967402 43.983998888084898 leaf_count=65 1657 538 internal_value=0 -2.52467e-05 internal_weight=0 115.535 internal_count=2260 2195 is_linear=0 shrinkage=0.000439788 Tree=5056 num_leaves=3 num_cat=0 split_feature=129 4 split_gain=4.20116 4.1055 threshold=0.088825000000000015 -0.083954999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013091323005111403 0.0003758236341916282 -5.3738649622940496e-05 leaf_weight=31.143005301652011 5.7836637690343187 92.156488206106587 leaf_count=440 133 1725 internal_value=0 -7.0862e-06 internal_weight=0 123.299 internal_count=2298 2165 is_linear=0 shrinkage=0.000439788 Tree=5057 num_leaves=4 num_cat=0 split_feature=0 47 403 split_gain=3.47322 6.81414 5.72614 threshold=-0.084169999999999981 0.096175000000000024 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028119212865889369 0.0015742445280344519 -0.021737429340162852 0.021445915733128377 leaf_weight=56.513146410761692 52.255189501680434 8.557136021438053 8.4601967805356235 leaf_count=950 1093 122 133 internal_value=0 -0.00310837 0.00434907 internal_weight=0 65.0703 60.7154 internal_count=2298 1072 1226 is_linear=0 shrinkage=0.0224292 Tree=5058 num_leaves=3 num_cat=0 split_feature=129 43 split_gain=4.15178 3.88931 threshold=0.088825000000000015 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018099390882628824 0.01931489258685827 -0.0012809030873327863 leaf_weight=5.4379497750196597 5.6054088432720155 114.73433854058021 leaf_count=41 133 2124 internal_value=0 -0.000401184 internal_weight=0 120.172 internal_count=2298 2165 is_linear=0 shrinkage=0.0224292 Tree=5059 num_leaves=3 num_cat=0 split_feature=129 4 split_gain=3.65781 3.71113 threshold=0.088825000000000015 -0.083954999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012616574084413807 0.00035301513241239581 -4.9985685758593062e-05 leaf_weight=30.917781010473846 5.7421683344000476 91.678276673781511 leaf_count=440 133 1725 internal_value=0 -5.54892e-06 internal_weight=0 122.596 internal_count=2298 2165 is_linear=0 shrinkage=0.000439788 Tree=5060 num_leaves=4 num_cat=0 split_feature=3 1213 11 split_gain=3.72582 4.79572 2.15683 threshold=-0.10628499999999998 -1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013042763863727807 -0.024023172618780148 0.00067495326051047414 -0.00069835451727842755 leaf_weight=19.366918468294902 4.1111982392467317 93.211988664683304 8.164790453767635 leaf_count=168 339 1665 111 internal_value=0 -0.00037287 0.00897004 internal_weight=0 97.3232 27.5317 internal_count=2283 2004 279 is_linear=0 shrinkage=0.0224292 Tree=5061 num_leaves=3 num_cat=0 split_feature=12 1374 split_gain=4.06926 3.18405 threshold=-0.094939999999999983 0.08926000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017392708755251889 0.0031689938839617269 -0.017968381893378991 leaf_weight=5.3806353391846633 115.63006114409654 3.6810242941137394 leaf_count=112 2129 42 internal_value=0 0.00251409 internal_weight=0 119.311 internal_count=2283 2171 is_linear=0 shrinkage=0.0224292 Tree=5062 num_leaves=4 num_cat=0 split_feature=3 1213 11 split_gain=3.85069 4.77743 2.03822 threshold=-0.10628499999999998 -1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025443908814278649 -0.00047017604475815258 1.2116797605641945e-05 -4.9439024559446615e-06 leaf_weight=19.556613966473382 4.1278834285913026 94.383389411406824 8.3614957151148683 leaf_count=168 339 1665 111 internal_value=0 -8.17973e-06 0.000176803 internal_weight=0 98.5113 27.9181 internal_count=2283 2004 279 is_linear=0 shrinkage=0.000439788 Tree=5063 num_leaves=4 num_cat=0 split_feature=3 1213 11 split_gain=3.75727 4.82105 2.11522 threshold=-0.10628499999999998 -1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025394190485479237 -0.0004702395849067211 1.28676371757505e-05 -1.0449139977846682e-05 leaf_weight=19.602369487343825 4.1521341846382702 94.673740661790362 8.3382321913013566 leaf_count=168 339 1665 111 internal_value=0 -7.51684e-06 0.000175087 internal_weight=0 98.8259 27.9406 internal_count=2283 2004 279 is_linear=0 shrinkage=0.000439788 Tree=5064 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=3.80454 3.11543 threshold=-0.38049499999999997 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003182029430383126 -0.00044322246439547916 9.065366492245635e-06 leaf_weight=7.602582833118503 2.999246810686599 122.23290630847623 leaf_count=107 176 2019 internal_value=0 -1.8326e-06 internal_weight=0 125.232 internal_count=2302 2195 is_linear=0 shrinkage=0.000439788 Tree=5065 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=3.76437 3.13961 threshold=-0.38049499999999997 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032019498054947613 -0.00044359096372271762 1.2306686177503903e-05 leaf_weight=7.5802134631376239 2.9741689595975904 122.11235739781841 leaf_count=107 176 2019 internal_value=0 1.40082e-06 internal_weight=0 125.087 internal_count=2302 2195 is_linear=0 shrinkage=0.000439788 Tree=5066 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=3.57284 3.1029 threshold=-0.38049499999999997 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016045684116293757 -0.022650903795929947 0.00055507736300363633 leaf_weight=7.377295717567903 2.9511143119088947 120.29661369410314 leaf_count=107 176 2019 internal_value=0 -4.00184e-06 internal_weight=0 123.248 internal_count=2302 2195 is_linear=0 shrinkage=0.0224292 Tree=5067 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=3.45327 3.01876 threshold=-0.38049499999999997 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015852488801958955 -0.022544208404381875 0.00054263024856418519 leaf_weight=7.3008220542687914 2.8992530965188044 120.29644237705361 leaf_count=107 176 2019 internal_value=0 -4.09766e-06 internal_weight=0 123.196 internal_count=2302 2195 is_linear=0 shrinkage=0.0224292 Tree=5068 num_leaves=4 num_cat=0 split_feature=457 124 1 split_gain=4.37168 4.37181 3.62856 threshold=0.078435000000000019 -0.043384999999999993 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026486070052601524 8.3940975293407737e-06 -5.7926538777743503e-05 0.0003718538451077576 leaf_weight=8.8483298613573407 10.739285235758873 95.712044959502236 10.496285571600309 leaf_count=147 92 1928 110 internal_value=0 -3.05676e-05 0.000188217 internal_weight=0 104.56 21.2356 internal_count=2277 2075 202 is_linear=0 shrinkage=0.000439788 Tree=5069 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=4.41564 4.66888 3.63787 threshold=0.078435000000000019 0.019175000000000001 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4132761087902487e-05 1.014087195948894e-05 0.00016526997766448464 0.00037370645493781183 leaf_weight=85.317390295458608 10.776801648666153 19.304959192697424 10.501945261377839 leaf_count=1738 92 337 110 internal_value=0 -2.9936e-05 0.00018975 internal_weight=0 104.622 21.2787 internal_count=2277 2075 202 is_linear=0 shrinkage=0.000439788 Tree=5070 num_leaves=4 num_cat=0 split_feature=457 42 1 split_gain=4.34615 4.46861 3.71961 threshold=0.078435000000000019 -0.088599999999999984 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021871779775922421 4.9041021274091126e-06 -6.4360246331630726e-05 0.00037272522482572869 leaf_weight=12.188864942392682 10.763500632252546 92.576439428528829 10.491610156430395 leaf_count=265 92 1810 110 internal_value=0 -3.13918e-05 0.000186634 internal_weight=0 104.765 21.2551 internal_count=2277 2075 202 is_linear=0 shrinkage=0.000439788 Tree=5071 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=4.22057 4.86418 3.5173 threshold=0.078435000000000019 0.019175000000000001 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3797891624961673e-05 1.0013665204244744e-05 0.00016967902330827718 0.00036817419051260968 leaf_weight=85.812699060115847 10.781855063745754 19.451500947652676 10.419741223100571 leaf_count=1738 92 337 110 internal_value=0 -2.87838e-05 0.000186208 internal_weight=0 105.264 21.2016 internal_count=2277 2075 202 is_linear=0 shrinkage=0.000439788 Tree=5072 num_leaves=4 num_cat=0 split_feature=50 159 48 split_gain=3.43924 4.8442 3.66389 threshold=0.10647500000000001 -0.22731999999999997 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027820527062621832 -0.02354384016429021 0.0021469535040868079 0.011872420432624873 leaf_weight=3.7964738136215592 4.9793298656659308 119.46152498399169 2.0675654480000958 leaf_count=67 222 1972 26 internal_value=0 0.00294191 -0.0131487 internal_weight=0 123.258 7.0469 internal_count=2287 2039 248 is_linear=0 shrinkage=0.0224292 Tree=5073 num_leaves=4 num_cat=0 split_feature=50 159 48 split_gain=3.30272 4.68829 3.58365 threshold=0.10647500000000001 -0.22731999999999997 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053423015393762611 -0.00045578485268293526 4.0211141105188615e-05 0.0002278447326228249 leaf_weight=3.8143477735866318 4.9767464899996403 120.979106677667 2.0954764889320359 leaf_count=67 222 1972 26 internal_value=0 5.53904e-05 -0.00025316 internal_weight=0 124.793 7.07222 internal_count=2287 2039 248 is_linear=0 shrinkage=0.000439788 Tree=5074 num_leaves=4 num_cat=0 split_feature=50 159 48 split_gain=3.30147 4.54593 3.65997 threshold=0.10647500000000001 -0.22731999999999997 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052647681726591901 -0.00045715753050631143 4.0618119670442965e-05 0.0002302663702301616 leaf_weight=3.823660896945511 4.99339487630641 121.48191640073492 2.122645748895593 leaf_count=67 222 1972 26 internal_value=0 5.55219e-05 -0.000252038 internal_weight=0 125.306 7.11604 internal_count=2287 2039 248 is_linear=0 shrinkage=0.000439788 Tree=5075 num_leaves=4 num_cat=0 split_feature=50 159 48 split_gain=3.30994 4.64874 3.55466 threshold=0.10647500000000001 -0.22731999999999997 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027300859032230212 -0.023351998251587396 0.0020957494711156084 0.011656009641321977 leaf_weight=3.7793081037234506 4.9066891519905758 119.5173513403206 2.0594748773146421 leaf_count=67 222 1972 26 internal_value=0 0.00287245 -0.0129987 internal_weight=0 123.297 6.96616 internal_count=2287 2039 248 is_linear=0 shrinkage=0.0224292 Tree=5076 num_leaves=4 num_cat=0 split_feature=133 16 43 split_gain=4.89478 3.32653 3.13484 threshold=0.099280000000000021 0.040100000000000004 0.019175000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027551130212928104 -0.011349653725846303 -0.045468384832873236 0.0075644387105828128 leaf_weight=91.675441285129637 6.692690106428925 1.8196408451185559 17.642371497509885 leaf_count=1633 283 67 281 internal_value=0 -0.0187285 -0.00108865 internal_weight=0 8.51233 109.318 internal_count=2264 350 1914 is_linear=0 shrinkage=0.0224292 Tree=5077 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=4.78666 3.9875 3.09015 threshold=0.099280000000000021 -0.30301999999999996 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036440208337120729 -0.00048999575994721867 2.8507888954566574e-06 0.00013468710942184423 leaf_weight=6.0248446257901369 6.9141012291365751 106.08651527857 1.9567915232619268 leaf_count=212 311 1702 39 internal_value=0 -1.6944e-05 -0.000352206 internal_weight=0 112.111 8.87089 internal_count=2264 1914 350 is_linear=0 shrinkage=0.000439788 Tree=5078 num_leaves=4 num_cat=0 split_feature=133 52 16 split_gain=4.67479 3.78505 3.03004 threshold=0.099280000000000021 -0.24600999999999998 0.056515000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031260155903000515 -0.00022023383127911869 3.5172895420720183e-06 -0.00086153755924779716 leaf_weight=7.859932860301341 7.044226484722456 104.33802074133564 1.7749813444388562 leaf_count=227 292 1687 58 internal_value=0 -1.86776e-05 -0.000350887 internal_weight=0 112.198 8.81921 internal_count=2264 1914 350 is_linear=0 shrinkage=0.000439788 Tree=5079 num_leaves=4 num_cat=0 split_feature=133 52 16 split_gain=4.69791 3.71668 3.25642 threshold=0.099280000000000021 -0.11251499999999999 0.056515000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01196128405879094 -0.011296190403427359 0.0005094029912440667 -0.045782663201853369 leaf_weight=13.731058117751671 6.7702817486715485 95.689273306586983 1.7174330470443235 leaf_count=349 292 1565 58 internal_value=0 -0.00105735 -0.0183614 internal_weight=0 109.42 8.48771 internal_count=2264 1914 350 is_linear=0 shrinkage=0.0224292 Tree=5080 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.40103 5.20058 threshold=0.086470000000000005 0.055020000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.3021550166920707e-05 0.00027679078257993533 -0.00054338346083878622 leaf_weight=113.98830938695755 9.1219020239077491 3.8208844829350701 leaf_count=2210 78 26 internal_value=0 -3.99837e-05 internal_weight=0 117.809 internal_count=2314 2236 is_linear=0 shrinkage=0.000439788 Tree=5081 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.22922 5.5358 threshold=0.086470000000000005 0.055020000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011657152809572246 0.01393898950256605 -0.028800014291488176 leaf_weight=111.67496642670085 8.9277547944802773 3.7509054951369754 leaf_count=2210 78 26 internal_value=0 -0.00206834 internal_weight=0 115.426 internal_count=2314 2236 is_linear=0 shrinkage=0.0224292 Tree=5082 num_leaves=4 num_cat=0 split_feature=131 16 0 split_gain=3.74002 2.87488 2.8633 threshold=0.088610000000000008 0.0049500000000000004 -0.11047999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9466243688293223e-05 5.0223236590914703e-05 0.0001105489361508045 -0.00044825358347048728 leaf_weight=81.350968798491522 3.4000177577254362 35.463056612032233 6.4312217534170468 leaf_count=1481 40 499 294 internal_value=0 6.08682e-06 -0.000276098 internal_weight=0 116.814 9.83124 internal_count=2314 1980 334 is_linear=0 shrinkage=0.000439788 Tree=5083 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.05392 5.24903 threshold=0.086470000000000005 0.055020000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011379408953150353 0.013675295939350147 -0.027960843144971173 leaf_weight=111.7111715831561 8.8996259934501705 3.775929804891347 leaf_count=2210 78 26 internal_value=0 -0.00201941 internal_weight=0 115.487 internal_count=2314 2236 is_linear=0 shrinkage=0.0224292 Tree=5084 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=3.52058 3.23386 threshold=-1.0000000180025095e-35 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040716889372390019 -4.058610340068925e-05 0.00032018194641707611 leaf_weight=3.7236198328901073 117.49799314481788 4.9915630718460298 leaf_count=78 2082 96 internal_value=0 -2.58369e-05 internal_weight=0 122.49 internal_count=2256 2178 is_linear=0 shrinkage=0.000439788 Tree=5085 num_leaves=3 num_cat=0 split_feature=2 50 split_gain=3.26846 3.43939 threshold=0.14753000000000002 0.11720500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4159465905680604e-05 0.00032622107839589385 -0.00042652837955514547 leaf_weight=117.79408280482312 5.2409812287951345 4.0273429797380222 leaf_count=2020 103 133 internal_value=0 -2.78568e-05 internal_weight=0 121.821 internal_count=2256 2153 is_linear=0 shrinkage=0.000439788 Tree=5086 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=3.78088 2.97173 threshold=-1.0000000180025095e-35 -0.26595999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041180049800175142 0.00039616543114091146 -3.764480337574674e-05 leaf_weight=3.9053843924193634 3.1145432796329251 120.57385967978917 leaf_count=78 23 2155 internal_value=0 -2.66618e-05 internal_weight=0 123.688 internal_count=2256 2178 is_linear=0 shrinkage=0.000439788 Tree=5087 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=3.53189 3.31603 threshold=-1.0000000180025095e-35 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040607178348208285 -4.0782970759928297e-05 0.00032158227072111631 leaf_weight=3.7546627025585613 118.41496478746558 5.0755324397759969 leaf_count=78 2082 96 internal_value=0 -2.58421e-05 internal_weight=0 123.49 internal_count=2256 2178 is_linear=0 shrinkage=0.000439788 Tree=5088 num_leaves=4 num_cat=0 split_feature=52 52 157 split_gain=3.63153 4.52094 2.87027 threshold=-0.05819499999999999 -0.0065299999999999993 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015411835795622501 -0.01898672213178627 -0.0020563605930014133 0.0011836252821516647 leaf_weight=8.8445310602546652 8.9711611992970557 67.632041166405543 36.542796312962309 leaf_count=124 203 1380 543 internal_value=0 -0.00404335 0.00396156 internal_weight=0 76.6032 45.3873 internal_count=2250 1583 667 is_linear=0 shrinkage=0.0224292 Tree=5089 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=5.37494 5.9089 2.72002 threshold=0.069910000000000014 -0.090759999999999993 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062558001510939843 0.0025400954651460719 -0.0062600947475105759 0.019173848486574666 leaf_weight=25.235884326713858 11.868280799128117 76.329002569364093 8.4681590949185175 leaf_count=331 90 1729 100 internal_value=0 -0.00314967 0.00947793 internal_weight=0 101.565 20.3364 internal_count=2250 2060 190 is_linear=0 shrinkage=0.0224292 Tree=5090 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=5.15496 5.83463 2.76583 threshold=0.069910000000000014 -0.090759999999999993 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012199064193401296 4.5240977627097928e-05 -0.00011933802964219961 0.0003725256348160609 leaf_weight=25.794236272369744 11.962571695097724 77.709789001419267 8.5618421567196474 leaf_count=331 90 1729 100 internal_value=0 -5.91851e-05 0.000181988 internal_weight=0 103.504 20.5244 internal_count=2250 2060 190 is_linear=0 shrinkage=0.000439788 Tree=5091 num_leaves=4 num_cat=0 split_feature=457 13 15 split_gain=5.30958 5.62898 2.73021 threshold=0.069910000000000014 -0.090759999999999993 -0.0091749999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011919951491016932 6.535771701548677e-05 -0.00011846005907241081 0.00039984966965343494 leaf_weight=25.651429403980728 13.125920075603064 77.375105784638436 7.3587531258817753 leaf_count=331 140 1729 50 internal_value=0 -5.92767e-05 0.000185778 internal_weight=0 103.027 20.4847 internal_count=2250 2060 190 is_linear=0 shrinkage=0.000439788 Tree=5092 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=4.05709 4.66556 1.66903 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.13027499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4660838216567191e-05 -0.0003762834258397667 5.012119390692386e-05 -0.00047024294286667254 leaf_weight=1.7512382494751362 5.1634832717245436 117.20234002186044 4.5303676093899403 leaf_count=16 152 1780 335 internal_value=0 3.20723e-05 -0.000329803 internal_weight=0 122.366 6.28161 internal_count=2283 1932 351 is_linear=0 shrinkage=0.000439788 Tree=5093 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=3.9018 4.62884 1.6335 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.13027499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016910857954746887 -0.019344197872348132 0.0025151219410381874 -0.024022450468690216 leaf_weight=1.7292305810842661 5.0696381781890514 115.17293743816845 4.3780995840425012 leaf_count=16 152 1780 335 internal_value=0 0.00159057 -0.0167593 internal_weight=0 120.243 6.10733 internal_count=2283 1932 351 is_linear=0 shrinkage=0.0224292 Tree=5094 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=3.94177 4.34354 1.59304 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.13027499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6734907221602406e-05 -0.00036444484752325894 4.8585904372718582e-05 -0.00046999513768153356 leaf_weight=1.7385581261478362 5.1219848617038215 116.96612435836869 4.3953675067823488 leaf_count=16 152 1780 335 internal_value=0 3.12037e-05 -0.000329559 internal_weight=0 122.088 6.13393 internal_count=2283 1932 351 is_linear=0 shrinkage=0.000439788 Tree=5095 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=3.83819 4.4066 1.66041 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.13027499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.724149137282776e-05 -0.00036704964204540495 4.9171643807129042e-05 -0.00046994402047595662 leaf_weight=1.7434701987076549 5.1163459203089579 117.1789394034131 4.3544392364783553 leaf_count=16 152 1780 335 internal_value=0 3.1704e-05 -0.000325269 internal_weight=0 122.295 6.09791 internal_count=2283 1932 351 is_linear=0 shrinkage=0.000439788 Tree=5096 num_leaves=4 num_cat=0 split_feature=156 0 15 split_gain=3.86791 3.47639 2.11089 threshold=0.091255000000000017 -0.061994999999999995 -0.068324999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041497864431242176 0.0019068701351512532 0.0091238542175461988 -0.024131223203353553 leaf_weight=87.277189901149541 2.451387719847844 31.319910711899865 4.3061359063431146 leaf_count=1763 72 332 125 internal_value=0 0.00271597 -0.0147068 internal_weight=0 118.597 6.75752 internal_count=2292 2095 197 is_linear=0 shrinkage=0.0224292 Tree=5097 num_leaves=4 num_cat=0 split_feature=156 0 15 split_gain=3.63176 3.35768 2.84169 threshold=0.091255000000000017 -0.061994999999999995 -0.079799999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9248574113099005e-06 0.00013735899617887612 0.00017491008062199234 -0.00047037878818589749 leaf_weight=88.361121017900587 2.1717430145363323 31.607862748554908 4.6589206192875272 leaf_count=1763 55 332 142 internal_value=0 5.19408e-05 -0.00027731 internal_weight=0 119.969 6.83066 internal_count=2292 2095 197 is_linear=0 shrinkage=0.000439788 Tree=5098 num_leaves=4 num_cat=0 split_feature=156 0 15 split_gain=3.70549 3.57103 2.62466 threshold=0.091255000000000017 -0.061994999999999995 -0.076599999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4260078229088102e-06 0.00010980741505969033 0.00017859971084176299 -0.00047073069515071248 leaf_weight=88.358443219905894 2.2290393616567599 31.625515735155204 4.5866205102647646 leaf_count=1763 60 332 137 internal_value=0 5.1829e-05 -0.000281091 internal_weight=0 119.984 6.81566 internal_count=2292 2095 197 is_linear=0 shrinkage=0.000439788 Tree=5099 num_leaves=4 num_cat=0 split_feature=156 42 15 split_gain=3.58256 3.17914 2.81909 threshold=0.091255000000000017 0.11289000000000002 -0.077959999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7245284971822341e-05 0.00012927387040798425 -0.00025407449076709463 -0.00047153425444849332 leaf_weight=114.34439336326614 2.2300878261739854 6.2641592786530955 4.6177939320914438 leaf_count=1922 57 173 140 internal_value=0 5.0519e-05 -0.000276059 internal_weight=0 120.609 6.84788 internal_count=2292 2095 197 is_linear=0 shrinkage=0.000439788 Tree=5100 num_leaves=3 num_cat=0 split_feature=1456 401 split_gain=4.51781 4.3509 threshold=-1.0000000180025095e-35 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049793487511761109 4.3987427886511193e-05 -0.00040732049690084184 leaf_weight=3.2190451023197957 118.94290997151984 4.2612712356494731 leaf_count=205 1878 181 internal_value=0 2.83173e-05 internal_weight=0 123.204 internal_count=2264 2059 is_linear=0 shrinkage=0.000439788 Tree=5101 num_leaves=4 num_cat=0 split_feature=401 4 0 split_gain=4.14061 4.46701 0.289469 threshold=0.087110000000000007 -0.49367499999999992 -0.080584999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031571016634155801 -0.00049774721861484096 5.0805392096852469e-05 -0.00025702630020835572 leaf_weight=6.7918528970330945 2.6661973102018237 115.50262821237993 1.6277595705469128 leaf_count=117 111 1965 71 internal_value=0 3.04042e-05 -0.000408036 internal_weight=0 122.294 4.29396 internal_count=2264 2082 182 is_linear=0 shrinkage=0.000439788 Tree=5102 num_leaves=4 num_cat=0 split_feature=401 4 0 split_gain=4.04853 4.38203 0.270183 threshold=0.087110000000000007 -0.49367499999999992 -0.080884999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016129827919482479 -0.025560057928081217 0.0025143551353863703 -0.013514940454348579 leaf_weight=6.6988961608149102 2.5529049819160718 113.28798792408998 1.6026234619203013 leaf_count=117 109 1965 73 internal_value=0 0.00147105 -0.0209978 internal_weight=0 119.987 4.15553 internal_count=2264 2082 182 is_linear=0 shrinkage=0.0224292 Tree=5103 num_leaves=3 num_cat=0 split_feature=4 1447 split_gain=3.86413 3.93809 threshold=-0.49367499999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01584609464402682 -0.021186800956777004 0.0023855729055333196 leaf_weight=6.6972335462924084 3.6618086720045531 113.68741085816873 leaf_count=118 205 1941 internal_value=0 0.00164669 internal_weight=0 117.349 internal_count=2264 2146 is_linear=0 shrinkage=0.0224292 Tree=5104 num_leaves=4 num_cat=0 split_feature=131 13 1 split_gain=3.84876 3.46828 3.39572 threshold=0.084390000000000007 -0.24689499999999998 0.097070000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003048658889795764 -0.00053062940737811184 1.0305258008026213e-05 -2.676625592545852e-05 leaf_weight=8.3293871469795686 4.5600232753786241 104.60319054239517 5.9514189904148225 leaf_count=98 220 1823 117 internal_value=0 3.20786e-05 -0.000245915 internal_weight=0 112.933 10.5114 internal_count=2258 1921 337 is_linear=0 shrinkage=0.000439788 Tree=5105 num_leaves=4 num_cat=0 split_feature=131 13 1 split_gain=3.83529 3.45128 3.34273 threshold=0.084390000000000007 -0.24689499999999998 0.097070000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015545528202441278 -0.027187530595342881 0.00043738430851280149 -0.001468621496964781 leaf_weight=8.1935433585895208 4.5052828720654343 103.08249258655633 5.8083819030725863 leaf_count=98 220 1823 117 internal_value=0 0.00155231 -0.0127328 internal_weight=0 111.276 10.3137 internal_count=2258 1921 337 is_linear=0 shrinkage=0.0224292 Tree=5106 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=4.00498 4.20295 threshold=0.25682500000000003 -0.11242499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015052625094132545 0.00045411876366061439 -5.0475363595038314e-05 leaf_weight=25.594682441180339 3.7323646273580371 93.802014544628037 leaf_count=263 93 1902 internal_value=0 -7.37012e-06 internal_weight=0 119.397 internal_count=2258 2165 is_linear=0 shrinkage=0.000439788 Tree=5107 num_leaves=4 num_cat=0 split_feature=131 13 1 split_gain=3.69269 3.34471 3.29663 threshold=0.084390000000000007 -0.24689499999999998 0.097070000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01537198013714665 -0.027105779906628956 0.00042653812030011239 -0.0014285480240869885 leaf_weight=8.1077864472754282 4.4194055847183318 103.10572702280842 5.8105788573448081 leaf_count=98 220 1823 117 internal_value=0 0.00151856 -0.0125511 internal_weight=0 111.214 10.23 internal_count=2258 1921 337 is_linear=0 shrinkage=0.0224292 Tree=5108 num_leaves=4 num_cat=0 split_feature=42 160 49 split_gain=3.286 5.7308 5.02463 threshold=0.086290000000000019 -0.081639999999999976 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083991865395938413 0.025280522477231119 -0.0057983408672519594 0.0019598590438560117 leaf_weight=18.218988186581555 5.3271187022328368 66.279971853509778 35.612463017081609 leaf_count=268 19 1136 841 internal_value=0 -0.00273598 0.00500475 internal_weight=0 84.499 40.9396 internal_count=2264 1404 860 is_linear=0 shrinkage=0.0224292 Tree=5109 num_leaves=4 num_cat=0 split_feature=42 160 49 split_gain=2.91955 5.46276 4.96513 threshold=0.086290000000000019 -0.081639999999999976 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016209311948368603 0.00048821427880375601 -0.00010767965074482001 3.3992874818505176e-05 leaf_weight=18.481150279709254 5.320790132507681 67.43829440351692 36.298880031092267 leaf_count=268 19 1136 841 internal_value=0 -4.96288e-05 9.22592e-05 internal_weight=0 85.9194 41.6197 internal_count=2264 1404 860 is_linear=0 shrinkage=0.000439788 Tree=5110 num_leaves=4 num_cat=0 split_feature=42 484 403 split_gain=2.83668 5.37211 5.36801 threshold=0.086290000000000019 0.084930000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5675772052740499e-05 -0.00034308787040078238 0.00020196568989848366 0.00014762221648565986 leaf_weight=72.910823822996463 4.8552019714406915 13.957842872157924 37.388614591996884 leaf_count=1230 224 174 636 internal_value=0 -4.78176e-05 9.1094e-05 internal_weight=0 86.8687 42.2438 internal_count=2264 1404 860 is_linear=0 shrinkage=0.000439788 Tree=5111 num_leaves=4 num_cat=0 split_feature=42 160 403 split_gain=2.75145 5.36134 4.99832 threshold=0.086290000000000019 -0.081639999999999976 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016101442782134501 -0.00033666947857433673 -0.00010574342774743356 0.000143366261899136 leaf_weight=18.553875506811892 4.7115722873422774 67.644470657993224 37.104568793874932 leaf_count=268 224 1136 636 internal_value=0 -4.83018e-05 8.915e-05 internal_weight=0 86.1983 41.8161 internal_count=2264 1404 860 is_linear=0 shrinkage=0.000439788 Tree=5112 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=3.57485 4.34444 3.36551 threshold=-0.14924499999999999 0.11588000000000001 0.085130000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060508877444623505 -0.00077250936035981068 0.011665378902316543 -0.016292316783694253 leaf_weight=11.286845105350951 79.542465877391805 17.159136782924179 12.471309896522142 leaf_count=127 1804 269 72 internal_value=0 0.00143639 -0.00827078 internal_weight=0 96.7016 23.7582 internal_count=2272 2073 199 is_linear=0 shrinkage=0.0224292 Tree=5113 num_leaves=4 num_cat=0 split_feature=0 52 1 split_gain=3.4132 4.6894 4.172 threshold=-0.14924499999999999 -0.065824999999999981 0.11588000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022072070780384451 -0.00075526615702693528 -0.00099402649734201876 0.011455904953844629 leaf_weight=7.9781281772229731 79.534209186254884 15.807350648334248 17.082221274991753 leaf_count=49 1804 150 269 internal_value=0 -0.00807606 0.00140556 internal_weight=0 23.7855 96.6164 internal_count=2272 199 2073 is_linear=0 shrinkage=0.0224292 Tree=5114 num_leaves=4 num_cat=0 split_feature=13 474 43 split_gain=3.11549 6.25238 4.83992 threshold=-0.00099499999999999979 0.084660000000000027 -0.15817999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060278425828077685 -0.00013726173133929578 0.00031662242044393782 3.106080799732913e-05 leaf_weight=2.981092929840087 49.714935216899903 6.6373655308270818 63.105322453433473 leaf_count=23 607 65 1577 internal_value=0 -8.37126e-05 5.70173e-05 internal_weight=0 56.3523 66.0864 internal_count=2272 672 1600 is_linear=0 shrinkage=0.000439788 Tree=5115 num_leaves=4 num_cat=0 split_feature=0 52 1 split_gain=3.25469 4.48275 4.00836 threshold=-0.14924499999999999 -0.065824999999999981 0.11588000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02156970991350866 -0.00073981894248484076 -0.0009628652729184471 0.011248855572766272 leaf_weight=7.977640381090171 79.553585307327012 15.816199209773911 17.014268364437157 leaf_count=49 1804 150 269 internal_value=0 -0.00788372 0.00137427 internal_weight=0 23.7938 96.5679 internal_count=2272 199 2073 is_linear=0 shrinkage=0.0224292 Tree=5116 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=3.55987 3.75498 threshold=-1.0000000180025095e-35 0.092805000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020845892897624615 -0.0033536878118828393 0.0064982980499070269 leaf_weight=3.7608400220342437 92.010029721473984 24.663057267789554 leaf_count=68 1953 255 internal_value=0 -0.00127039 internal_weight=0 116.673 internal_count=2276 2208 is_linear=0 shrinkage=0.0224292 Tree=5117 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=3.59808 3.81442 threshold=-1.0000000180025095e-35 0.092805000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040820989915793429 -6.5482229136536467e-05 0.00012814941163854807 leaf_weight=3.8157074050977817 93.270696361760201 24.918473912868649 leaf_count=68 1953 255 internal_value=0 -2.46437e-05 internal_weight=0 118.189 internal_count=2276 2208 is_linear=0 shrinkage=0.000439788 Tree=5118 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=3.60473 3.67201 threshold=-1.0000000180025095e-35 0.092805000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040899738471921783 -6.3982868862316281e-05 0.00012594756590449051 leaf_weight=3.8224375444406169 93.238686733202485 24.93817897203553 leaf_count=68 1953 255 internal_value=0 -2.38891e-05 internal_weight=0 118.177 internal_count=2276 2208 is_linear=0 shrinkage=0.000439788 Tree=5119 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=3.45323 3.59114 threshold=-1.0000000180025095e-35 0.092805000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020695903743862147 -0.0032773329176755913 0.0063606477677636067 leaf_weight=3.7060508647991801 92.033498503653391 24.639717322890647 leaf_count=68 1953 255 internal_value=0 -0.00124122 internal_weight=0 116.673 internal_count=2276 2208 is_linear=0 shrinkage=0.0224292 Tree=5120 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=3.73277 4.63525 threshold=0.088350000000000026 0.09167500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.3965111859578313e-06 0.00023095859135258885 -0.00028202591858184431 leaf_weight=101.22017230667552 12.3815154187032 11.949073611292986 leaf_count=1820 108 359 internal_value=0 -2.32048e-05 internal_weight=0 113.169 internal_count=2287 2179 is_linear=0 shrinkage=0.000439788 Tree=5121 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=3.68159 4.5788 threshold=0.088350000000000026 0.09167500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031605932981362014 0.011694131909535435 -0.014485380594945462 leaf_weight=99.570823607031343 12.260123398504218 11.736203597065467 leaf_count=1820 108 359 internal_value=0 -0.00124682 internal_weight=0 111.307 internal_count=2287 2179 is_linear=0 shrinkage=0.0224292 Tree=5122 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=3.53048 4.39501 threshold=0.088350000000000026 0.09167500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030897028628993842 0.011473936977722872 -0.014218247773662769 leaf_weight=99.571283720266365 12.216014305129645 11.689419285808979 leaf_count=1820 108 359 internal_value=0 -0.00121948 internal_weight=0 111.261 internal_count=2287 2179 is_linear=0 shrinkage=0.0224292 Tree=5123 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=3.57512 3.77134 threshold=0.51026500000000008 0.088350000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019834878207496496 0.021391980074512772 0.011205806757693079 leaf_weight=107.46747717212202 3.802657337364507 12.118959026876835 leaf_count=2076 104 107 internal_value=0 -0.000645302 internal_weight=0 119.586 internal_count=2287 2183 is_linear=0 shrinkage=0.0224292 Tree=5124 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.26606 4.06472 threshold=0.13167000000000004 0.077845000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0088288393980725747 0.013572776436899572 0.00062276705176357377 leaf_weight=31.705013505594252 9.5635861127520894 82.193357772834133 leaf_count=1168 62 1056 internal_value=0 -0.00200924 internal_weight=0 113.898 internal_count=2286 2224 is_linear=0 shrinkage=0.0224292 Tree=5125 num_leaves=3 num_cat=0 split_feature=0 2 split_gain=4.09354 4.03323 threshold=0.13167000000000004 0.13754500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0030689135347787559 0.013329569946610645 0.014202772218599861 leaf_weight=106.52127857826781 9.5205033888923918 7.2466287561983327 leaf_count=2084 62 140 internal_value=0 -0.00196657 internal_weight=0 113.768 internal_count=2286 2224 is_linear=0 shrinkage=0.0224292 Tree=5126 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3.92726 3.98233 threshold=0.13167000000000004 -0.26595999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022759614189288933 0.013089635766143252 -0.0026369612180751918 leaf_weight=3.1769281122833481 9.4783941810601373 110.51682567586249 leaf_count=23 62 2201 internal_value=0 -0.00192361 internal_weight=0 113.694 internal_count=2286 2224 is_linear=0 shrinkage=0.0224292 Tree=5127 num_leaves=3 num_cat=0 split_feature=0 2 split_gain=3.76727 3.87932 threshold=0.13167000000000004 0.13754500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029599266423945949 0.012852965947055078 0.014024777378799249 leaf_weight=106.44859898992581 9.4372407262562756 7.2051868013222693 leaf_count=2084 62 140 internal_value=0 -0.00188099 internal_weight=0 113.654 internal_count=2286 2224 is_linear=0 shrinkage=0.0224292 Tree=5128 num_leaves=3 num_cat=0 split_feature=39 150 split_gain=4.24918 3.74842 threshold=0.097050000000000011 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021507288701450415 -0.01972301338329846 0.0005616558166854417 leaf_weight=4.4432272631674996 5.0024629436957175 116.92413826529082 leaf_count=20 111 2127 internal_value=0 0.00133173 internal_weight=0 121.367 internal_count=2258 2147 is_linear=0 shrinkage=0.0224292 Tree=5129 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=3.87401 2.95714 threshold=0.10262 -0.10023499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010216537330643307 -0.00041576332058384439 -3.4322289086630184e-05 leaf_weight=54.751221446247655 3.9487731477711341 69.852913859162072 leaf_count=439 89 1730 internal_value=0 2.5657e-05 internal_weight=0 124.604 internal_count=2258 2169 is_linear=0 shrinkage=0.000439788 Tree=5130 num_leaves=3 num_cat=0 split_feature=39 150 split_gain=4.0373 3.61988 threshold=0.097050000000000011 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021219895390209555 -0.019169657031259144 0.00055059819614615207 leaf_weight=4.4047458637505761 5.0277744217892169 116.96073047805476 leaf_count=20 111 2127 internal_value=0 0.00130397 internal_weight=0 121.365 internal_count=2258 2147 is_linear=0 shrinkage=0.0224292 Tree=5131 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=3.98975 3.93622 threshold=-0.10924999999999999 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023550125954422955 0.021993875066966227 0.00036507025651405078 leaf_weight=3.3648591567871327 4.3704940082970998 118.64072734747606 leaf_count=125 47 2086 internal_value=0 0.00113682 internal_weight=0 123.011 internal_count=2258 2133 is_linear=0 shrinkage=0.0224292 Tree=5132 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=5.21694 3.90375 threshold=-0.094929999999999987 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023687598035705967 -0.014778768545460777 0.0035348222157426269 leaf_weight=3.9159733029082409 6.1631384333595625 110.9026983245567 leaf_count=38 125 2089 internal_value=0 0.00256842 internal_weight=0 117.066 internal_count=2252 2214 is_linear=0 shrinkage=0.0224292 Tree=5133 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=4.97067 3.7368 threshold=-0.094929999999999987 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023071291752909149 -0.014480934087089286 0.0034557304825478747 leaf_weight=3.9307426186278454 6.1493714682292184 110.89705585332922 leaf_count=38 125 2089 internal_value=0 0.00251117 internal_weight=0 117.046 internal_count=2252 2214 is_linear=0 shrinkage=0.0224292 Tree=5134 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=4.88171 3.78148 threshold=-0.094929999999999987 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044749488235318942 -0.00028182738049487314 6.6399774495007447e-05 leaf_weight=3.9557825708761802 6.3512272608932099 113.50554280455253 leaf_count=38 125 2089 internal_value=0 4.79052e-05 internal_weight=0 119.857 internal_count=2252 2214 is_linear=0 shrinkage=0.000439788 Tree=5135 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.15482 4.12875 threshold=-0.49071999999999993 -0.018054999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002723398484469657 1.7305718583076663e-05 0.0002699572745220245 leaf_weight=6.2422406743280581 102.69054539711215 14.227010815404354 leaf_count=125 1979 148 internal_value=0 4.80885e-05 internal_weight=0 116.918 internal_count=2252 2127 is_linear=0 shrinkage=0.000439788 Tree=5136 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=3.76728 8.98239 7.13827 threshold=-0.10653 0.086095000000000019 0.092805000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024540593708723428 -0.00010925571104524761 -0.00015369383261777406 0.00025959067463867302 leaf_weight=31.282717918162234 64.128299381081888 16.724755365590681 12.036807736963963 leaf_count=262 1687 125 177 internal_value=0 0.000106362 -5.09144e-05 internal_weight=0 48.0075 76.1651 internal_count=2251 387 1864 is_linear=0 shrinkage=0.000439788 Tree=5137 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=3.56339 3.76833 threshold=0.081790000000000015 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022753424660054019 -0.00026811241791594603 -1.9006604346633991e-06 leaf_weight=16.068815687671304 8.2901313288893999 99.345017472187465 leaf_count=139 128 1984 internal_value=0 3.00754e-05 internal_weight=0 115.414 internal_count=2251 2123 is_linear=0 shrinkage=0.000439788 Tree=5138 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=3.7048 3.51117 threshold=0.081790000000000015 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01133679557271965 -0.014124787688174547 -5.5797011334326613e-05 leaf_weight=15.787324841483494 8.1334059473010694 97.903701589311822 leaf_count=139 128 1984 internal_value=0 0.00152783 internal_weight=0 113.691 internal_count=2251 2123 is_linear=0 shrinkage=0.0224292 Tree=5139 num_leaves=3 num_cat=0 split_feature=11 150 split_gain=3.5431 3.23258 threshold=0.081790000000000015 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02194430263256061 -0.013817422636453578 0.00079464994896454413 leaf_weight=3.740943942219018 8.1283317286870425 109.88511569705224 leaf_count=20 128 2103 internal_value=0 0.00149454 internal_weight=0 113.626 internal_count=2251 2123 is_linear=0 shrinkage=0.0224292 Tree=5140 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=4.32817 4.72862 threshold=-0.094929999999999987 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046671419982723442 8.786672982895598e-05 -8.8584675584874045e-05 leaf_weight=3.9286371311172834 59.959185005107429 57.550394038356899 leaf_count=42 712 1521 internal_value=0 1.44918e-06 internal_weight=0 117.51 internal_count=2275 2233 is_linear=0 shrinkage=0.000439788 Tree=5141 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=4.35993 4.34557 threshold=-0.094929999999999987 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023953675341290795 0.004332287011280439 -0.0043489371535470681 leaf_weight=3.905169647652655 59.259769664713531 56.785356637425139 leaf_count=42 712 1521 internal_value=0 8.42124e-05 internal_weight=0 116.045 internal_count=2275 2233 is_linear=0 shrinkage=0.0224292 Tree=5142 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=4.09931 4.53151 threshold=-0.094929999999999987 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045541700783830906 8.3443890533298329e-05 -8.8326298476019461e-05 leaf_weight=3.9429577360860995 60.63607430839329 58.197286177877686 leaf_count=42 712 1521 internal_value=0 -6.79277e-07 internal_weight=0 118.833 internal_count=2275 2233 is_linear=0 shrinkage=0.000439788 Tree=5143 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=4.14315 4.16008 threshold=-0.094929999999999987 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023300644821060489 0.0042373373356819656 -0.0042585302722403188 leaf_weight=3.9232977088540784 59.233927536406554 56.758398374935496 leaf_count=42 712 1521 internal_value=0 8.00469e-05 internal_weight=0 115.992 internal_count=2275 2233 is_linear=0 shrinkage=0.0224292 Tree=5144 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=5.12959 2.84462 2.45283 threshold=0.16180500000000003 0.11530500000000002 0.11535000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0916162970589918e-06 -0.00048320692669853347 0.00019023220123878549 5.895706211502408e-05 leaf_weight=97.575367182442278 5.8692780465498782 17.530786716117291 2.2180857425555587 leaf_count=1722 246 285 15 internal_value=0 2.72262e-05 -0.000334721 internal_weight=0 115.106 8.08736 internal_count=2268 2007 261 is_linear=0 shrinkage=0.000439788 Tree=5145 num_leaves=4 num_cat=0 split_feature=52 51 0 split_gain=4.79927 2.58703 2.32558 threshold=0.16180500000000003 0.077225000000000016 -0.10209999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8393388892567499e-06 -5.7201378863373308e-05 0.0001590086427307487 -0.00054226405144139431 leaf_weight=90.79122985793947 3.3984693061793223 22.73030823940644 4.3654236346992539 leaf_count=1739 51 268 210 internal_value=0 2.63894e-05 -0.0003306 internal_weight=0 113.522 7.76389 internal_count=2268 2007 261 is_linear=0 shrinkage=0.000439788 Tree=5146 num_leaves=4 num_cat=0 split_feature=52 456 0 split_gain=4.91114 2.51175 2.28452 threshold=0.16180500000000003 0.087485000000000021 -0.10209999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9113352207105877e-05 -6.5118742843653027e-05 -0.00027670038573709494 -0.00054589068385069368 leaf_weight=107.91104614598589 3.3974348228075542 5.0820690212858599 4.369173342769499 leaf_count=1901 51 106 210 internal_value=0 2.48647e-05 -0.000336257 internal_weight=0 112.993 7.76661 internal_count=2268 2007 261 is_linear=0 shrinkage=0.000439788 Tree=5147 num_leaves=4 num_cat=0 split_feature=52 456 3 split_gain=4.81693 2.58654 2.21229 threshold=0.16180500000000003 0.087485000000000021 0.11535000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020080492891882962 -0.024628129340557022 -0.01444773627779275 0.0021688698626167254 leaf_weight=106.66411538758257 5.4999572216365769 5.0128624447243046 2.1510232319124043 leaf_count=1901 246 106 15 internal_value=0 0.00126705 -0.0171077 internal_weight=0 111.677 7.65098 internal_count=2268 2007 261 is_linear=0 shrinkage=0.0224292 Tree=5148 num_leaves=4 num_cat=0 split_feature=1447 1 42 split_gain=4.07665 4.28697 0.663377 threshold=-1.0000000180025095e-35 0.10098000000000001 0.090185000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02641327540159696 -0.0014087070813646426 0.0074798057364649766 -0.0079272453941191326 leaf_weight=2.88877634518576 75.29482217169425 42.798728431371273 1.5030751704471184 leaf_count=165 1513 553 59 internal_value=0 0.0018133 -0.0201483 internal_weight=0 118.094 4.39185 internal_count=2290 2066 224 is_linear=0 shrinkage=0.0224292 Tree=5149 num_leaves=4 num_cat=0 split_feature=1447 1 42 split_gain=3.94305 4.10899 0.665403 threshold=-1.0000000180025095e-35 0.10098000000000001 0.090185000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02633248578629846 -0.0013774391638306767 0.0073326668773534805 -0.0077569896806074833 leaf_weight=2.833331281792197 75.277509846360772 42.680074192321626 1.5020438347128218 leaf_count=165 1513 553 59 internal_value=0 0.00177478 -0.019959 internal_weight=0 117.958 4.33538 internal_count=2290 2066 224 is_linear=0 shrinkage=0.0224292 Tree=5150 num_leaves=4 num_cat=0 split_feature=1 158 48 split_gain=4.21494 5.21233 3.50576 threshold=0.10098000000000001 0.084765000000000021 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.461225818141787e-05 0.00017471554253301001 -0.00051222459380840558 -0.00017553536972602106 leaf_weight=74.219208700116724 39.52208597396384 4.2886355107693808 6.4096929607912889 leaf_count=1540 532 169 49 internal_value=0 -4.19132e-05 0.000125786 internal_weight=0 78.5078 45.9318 internal_count=2290 1709 581 is_linear=0 shrinkage=0.000439788 Tree=5151 num_leaves=4 num_cat=0 split_feature=1447 1 42 split_gain=3.8168 3.94632 0.667636 threshold=-1.0000000180025095e-35 0.10098000000000001 0.090185000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026255933988711788 -0.0013492028789808884 0.0071928946711180258 -0.0075909907655987308 leaf_weight=2.7803833182697408 75.280998806898424 42.582907185307704 1.5016112618031909 leaf_count=165 1513 553 59 internal_value=0 0.00173763 -0.0197733 internal_weight=0 117.864 4.28199 internal_count=2290 2066 224 is_linear=0 shrinkage=0.0224292 Tree=5152 num_leaves=4 num_cat=0 split_feature=1213 48 403 split_gain=4.21561 3.73863 0.799003 threshold=-1.0000000180025095e-35 0.12879500000000002 -0.085254999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5970335698623744e-05 5.3060159534703336e-05 -0.00029805846848147732 -0.00047132773802757119 leaf_weight=1.4384725830459499 109.42859083075746 6.1785565520185619 3.8392057188830213 leaf_count=83 1868 69 270 internal_value=0 3.42487e-05 -0.000366984 internal_weight=0 115.607 5.27768 internal_count=2290 1937 353 is_linear=0 shrinkage=0.000439788 Tree=5153 num_leaves=4 num_cat=0 split_feature=1213 48 3 split_gain=4.0622 3.80035 0.748944 threshold=-1.0000000180025095e-35 0.12879500000000002 -0.094514999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048796830738373174 0.0026203108778805151 -0.015522169372949261 -0.023982647117402871 leaf_weight=1.4431460219784638 107.76693347936089 6.1203400990343644 3.7134620928336508 leaf_count=40 1868 69 313 internal_value=0 0.00164289 -0.0186741 internal_weight=0 113.887 5.15661 internal_count=2290 1937 353 is_linear=0 shrinkage=0.0224292 Tree=5154 num_leaves=4 num_cat=0 split_feature=1213 48 3 split_gain=3.93795 3.63004 0.749707 threshold=-1.0000000180025095e-35 0.12879500000000002 -0.094514999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047771416354745605 0.0025617369808581332 -0.01516293655221421 -0.023952334966813277 leaf_weight=1.441488374606706 107.75914649043261 6.1252107034888459 3.635666675232641 leaf_count=40 1868 69 313 internal_value=0 0.00160604 -0.0185465 internal_weight=0 113.884 5.07716 internal_count=2290 1937 353 is_linear=0 shrinkage=0.0224292 Tree=5155 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=3.95053 3.58386 0.78113 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.095979999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.6693096800004784e-05 -0.00031854964303403753 4.8225010131227386e-05 -0.00046896049567509546 leaf_weight=1.4465036666952071 5.3862880031811065 110.29748869364994 3.6958008549627257 leaf_count=37 260 1677 316 internal_value=0 3.10981e-05 -0.000362149 internal_weight=0 115.684 5.1423 internal_count=2290 1937 353 is_linear=0 shrinkage=0.000439788 Tree=5156 num_leaves=4 num_cat=0 split_feature=131 42 13 split_gain=3.65796 7.00942 3.14992 threshold=0.088495000000000004 0.098225000000000021 -0.074129999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079112765048755234 -0.022005673810049479 0.02032814096295537 0.00014745301122356071 leaf_weight=39.88172655904782 7.6446991461561975 2.6305421772412956 77.064964691351634 leaf_count=827 303 27 1110 internal_value=0 -0.0111503 0.00279597 internal_weight=0 10.2752 116.947 internal_count=2267 330 1937 is_linear=0 shrinkage=0.0224292 Tree=5157 num_leaves=4 num_cat=0 split_feature=131 42 1374 split_gain=3.52018 6.76882 3.10412 threshold=0.088495000000000004 0.098225000000000021 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034438605934580752 -0.021774741508709693 0.019939795686056257 -0.016058474227291796 leaf_weight=112.68411102190294 7.5537290880165511 2.6220929068513215 4.2422909666784099 leaf_count=1890 303 27 47 internal_value=0 -0.0110086 0.00273378 internal_weight=0 10.1758 116.926 internal_count=2267 330 1937 is_linear=0 shrinkage=0.0224292 Tree=5158 num_leaves=4 num_cat=0 split_feature=131 42 13 split_gain=3.38724 6.53535 3.00462 threshold=0.088495000000000004 0.098225000000000021 -0.074129999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076715852605637284 -0.021541309417361997 0.019557503432222286 8.6624205699863531e-05 leaf_weight=39.848997210254311 7.4655349331151211 2.6138534802012146 77.048053386082756 leaf_count=827 303 27 1110 internal_value=0 -0.0108665 0.00267309 internal_weight=0 10.0794 116.897 internal_count=2267 330 1937 is_linear=0 shrinkage=0.0224292 Tree=5159 num_leaves=4 num_cat=0 split_feature=48 16 4 split_gain=3.31577 7.14171 5.51534 threshold=0.082225000000000006 -0.082979999999999984 -0.0013449999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001428175227543725 0.0002911086068475762 -0.00011895150938532231 -2.0824132863796817e-05 leaf_weight=32.565861105234944 21.151843952247873 52.840180743194651 22.732911703933496 leaf_count=641 225 1183 218 internal_value=0 -1.91277e-05 0.000129584 internal_weight=0 85.406 43.8848 internal_count=2267 1824 443 is_linear=0 shrinkage=0.000439788 Tree=5160 num_leaves=3 num_cat=0 split_feature=13 159 split_gain=4.57836 2.99828 threshold=-0.41728499999999996 0.091005000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02000814146304903 0.0014468459806272962 -0.011689181012214491 leaf_weight=6.2823141183471298 107.97216750301595 9.4920178026732156 leaf_count=87 1920 252 internal_value=0 0.000383626 internal_weight=0 117.464 internal_count=2259 2172 is_linear=0 shrinkage=0.0224292 Tree=5161 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=4.51321 3.12897 threshold=-0.41728499999999996 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038832727449378767 0.00012754265565543215 -3.4343309017277092e-05 leaf_weight=6.3190237828530362 31.139097822757321 89.188350774660648 leaf_count=87 331 1841 internal_value=0 7.56415e-06 internal_weight=0 120.327 internal_count=2259 2172 is_linear=0 shrinkage=0.000439788 Tree=5162 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=4.83849 3.22089 threshold=-0.38049499999999997 0.10703500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036518569940889177 3.0367801167554705e-05 -0.0002037600154889335 leaf_weight=7.671991367271402 105.7808609472122 12.713263764511792 leaf_count=112 2053 94 internal_value=0 5.21939e-06 internal_weight=0 118.494 internal_count=2259 2147 is_linear=0 shrinkage=0.000439788 Tree=5163 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=4.44065 2.94705 threshold=-0.41728499999999996 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019810124075078962 0.0048442633407633261 -0.002446368787729991 leaf_weight=6.2083411596540818 45.477354493570601 72.066643770085648 leaf_count=87 915 1257 internal_value=0 0.000374679 internal_weight=0 117.544 internal_count=2259 2172 is_linear=0 shrinkage=0.0224292 Tree=5164 num_leaves=4 num_cat=0 split_feature=403 43 42 split_gain=5.561 3.59314 0.0492463 threshold=0.096440000000000012 -0.074459999999999985 0.10400000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063759133006316407 -0.022107865352344821 -0.001716066809153581 -0.028008360458771746 leaf_weight=44.398011434328509 2.3499591280124141 72.918122999013576 1.8608055785298345 leaf_count=889 133 1232 27 internal_value=0 0.00134686 -0.02483 internal_weight=0 117.316 4.21076 internal_count=2281 2121 160 is_linear=0 shrinkage=0.0224292 Tree=5165 num_leaves=4 num_cat=0 split_feature=403 457 42 split_gain=5.41171 3.4396 0.0485293 threshold=0.096440000000000012 0.080930000000000016 0.10580000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041219177872655574 -0.022052971976473334 0.0098461318787146021 -0.02798461785524298 leaf_weight=97.563200823737134 2.3422978474409311 19.756692941766232 1.7904454534873364 leaf_count=1944 136 177 24 internal_value=0 0.00131663 -0.0247396 internal_weight=0 117.32 4.13274 internal_count=2281 2121 160 is_linear=0 shrinkage=0.0224292 Tree=5166 num_leaves=3 num_cat=0 split_feature=47 47 split_gain=4.56968 5.84509 threshold=0.13148500000000005 0.11312500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001248319373440899 -0.024305421780183748 0.024790095714344415 leaf_weight=112.65852551693752 3.6291430150158694 5.0309160880860864 leaf_count=2189 39 53 internal_value=0 0.00118306 internal_weight=0 117.689 internal_count=2281 2242 is_linear=0 shrinkage=0.0224292 Tree=5167 num_leaves=4 num_cat=0 split_feature=403 457 42 split_gain=5.4272 3.59609 0.042951 threshold=0.096440000000000012 0.080930000000000016 0.099885000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3636396441911105e-06 -0.00042976784497871195 0.00019677468778840453 -0.00054004779499804156 leaf_weight=99.327515123572084 2.3208430843660599 20.042133185314015 1.8689789259806273 leaf_count=1944 131 177 29 internal_value=0 2.69371e-05 -0.000481188 internal_weight=0 119.37 4.18982 internal_count=2281 2121 160 is_linear=0 shrinkage=0.000439788 Tree=5168 num_leaves=4 num_cat=0 split_feature=128 124 0 split_gain=3.94921 4.27947 0.0915923 threshold=0.086435000000000012 -0.043384999999999993 -0.082324999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024541671933599586 -0.00054692221515420015 -4.7115302282791055e-05 -0.00039841532093735341 leaf_weight=10.639112694188951 1.6327119235138523 104.55804467744019 2.4266224619059349 leaf_count=178 63 1953 101 internal_value=0 -2.00621e-05 -0.000460427 internal_weight=0 115.197 4.05933 internal_count=2295 2131 164 is_linear=0 shrinkage=0.000439788 Tree=5169 num_leaves=4 num_cat=0 split_feature=128 124 0 split_gain=4.05177 4.50575 0.0946309 threshold=0.086435000000000012 -0.043384999999999993 -0.084869999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025036361356412971 -0.00055379351953430763 -4.8157055390043849e-05 -0.00040306700210156074 leaf_weight=10.766161731502505 1.606546116650861 104.83293072447123 2.4876830599678206 leaf_count=178 57 1953 107 internal_value=0 -2.0318e-05 -0.000464507 internal_weight=0 115.599 4.09423 internal_count=2295 2131 164 is_linear=0 shrinkage=0.000439788 Tree=5170 num_leaves=4 num_cat=0 split_feature=128 124 0 split_gain=3.89005 4.15912 0.0970847 threshold=0.086435000000000012 -0.043384999999999993 -0.086224999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012371117224171547 -0.028407347031633515 -0.0024883382206130383 -0.020494093890177416 leaf_weight=10.413331891759297 1.5263111999665855 103.35111686975142 2.4451594727070178 leaf_count=178 47 1953 117 internal_value=0 -0.00112634 -0.0236567 internal_weight=0 113.764 3.97147 internal_count=2295 2131 164 is_linear=0 shrinkage=0.0224292 Tree=5171 num_leaves=4 num_cat=0 split_feature=128 1 0 split_gain=3.8759 4.65385 0.0961999 threshold=0.086435000000000012 0.089790000000000023 -0.084869999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011065150004611046 -0.0005471009073697076 6.5579585690278045e-05 -0.00039491571572861952 leaf_weight=56.343358680707752 1.587289994349703 59.643116592691513 2.4593395574338492 leaf_count=1364 57 767 107 internal_value=0 -2.00332e-05 -0.000456899 internal_weight=0 115.986 4.04663 internal_count=2295 2131 164 is_linear=0 shrinkage=0.000439788 Tree=5172 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=4.60823 3.78715 threshold=1.0000000180025095e-35 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001811037811940762 -0.019688973160101743 0.0068986689130931811 leaf_weight=78.881480812349764 5.6851209868909782 36.82380965462653 leaf_count=1727 62 505 internal_value=0 0.000961552 internal_weight=0 115.705 internal_count=2294 2232 is_linear=0 shrinkage=0.0224292 Tree=5173 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=4.29003 4.09302 threshold=1.0000000180025095e-35 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8459856021472692e-05 -0.000370665070663364 0.00013738133400014726 leaf_weight=80.078397083219897 5.7503816321259356 37.613196101767244 leaf_count=1727 62 505 internal_value=0 1.77506e-05 internal_weight=0 117.692 internal_count=2294 2232 is_linear=0 shrinkage=0.000439788 Tree=5174 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=4.38634 3.98494 threshold=1.0000000180025095e-35 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6496336018662504e-05 -0.00037348357057644376 0.00013699430670431156 leaf_weight=80.154119325619831 5.7609758425969622 37.605175629811129 leaf_count=1727 62 505 internal_value=0 1.89193e-05 internal_weight=0 117.759 internal_count=2294 2232 is_linear=0 shrinkage=0.000439788 Tree=5175 num_leaves=3 num_cat=0 split_feature=453 49 split_gain=4.4013 3.65168 threshold=1.0000000180025095e-35 -0.44508499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022984997519023255 -0.019251970809505074 0.00021970493789609841 leaf_weight=3.6414128150790921 5.6789844953455022 112.01388818074338 leaf_count=13 62 2219 internal_value=0 0.000940147 internal_weight=0 115.655 internal_count=2294 2232 is_linear=0 shrinkage=0.0224292 Tree=5176 num_leaves=4 num_cat=0 split_feature=42 14 2 split_gain=6.70098 3.97219 3.25955 threshold=-0.098344999999999974 0.076175000000000007 0.078775000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.049379769106066528 0.0024479113619559748 -0.020702727354910033 -0.01084335117841395 leaf_weight=1.7798325358307909 112.27331483146554 3.8375513718929133 2.8972294930972566 leaf_count=29 2087 68 135 internal_value=0 0.00167949 -0.0256493 internal_weight=0 116.111 4.67706 internal_count=2319 2155 164 is_linear=0 shrinkage=0.0224292 Tree=5177 num_leaves=3 num_cat=0 split_feature=1429 394 split_gain=4.05039 4.3278 threshold=-1.0000000180025095e-35 -0.081209999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004555152658460215 -0.00038976827035930322 4.2330343851029555e-05 leaf_weight=3.4654198115676982 4.6459954846650353 115.01671935179183 leaf_count=130 125 2064 internal_value=0 2.54943e-05 internal_weight=0 119.663 internal_count=2319 2189 is_linear=0 shrinkage=0.000439788 Tree=5178 num_leaves=4 num_cat=0 split_feature=42 394 2 split_gain=6.42204 3.9359 3.1232 threshold=-0.098344999999999974 -0.081209999999999991 0.078775000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.048401979945261048 -0.019700729190546683 0.0024400119687564329 -0.010632919265725257 leaf_weight=1.7753746403031971 4.1712986325728698 111.95378617272945 2.8899899849348003 leaf_count=29 98 2057 135 internal_value=0 0.00164159 -0.0251444 internal_weight=0 116.125 4.66536 internal_count=2319 2155 164 is_linear=0 shrinkage=0.0224292 Tree=5179 num_leaves=4 num_cat=0 split_feature=42 14 2 split_gain=6.2173 3.87809 3.02925 threshold=-0.098344999999999974 0.076175000000000007 0.078775000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092679654115050247 4.8108313540948332e-05 -0.00039754779504260949 -0.00020296157997427941 leaf_weight=1.7928432838525612 114.36057651271403 3.8866206531529306 2.9593479637624114 leaf_count=29 2087 68 135 internal_value=0 3.33984e-05 -0.000478656 internal_weight=0 118.247 4.75219 internal_count=2319 2155 164 is_linear=0 shrinkage=0.000439788 Tree=5180 num_leaves=3 num_cat=0 split_feature=454 1375 split_gain=3.30114 3.39748 threshold=-1.0000000180025095e-35 -0.096099999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036859620208466487 -0.00033750074738454831 4.2150072877162158e-05 leaf_weight=4.1883524727309114 4.722455032169818 118.5114298796907 leaf_count=63 56 2144 internal_value=0 2.75514e-05 internal_weight=0 123.234 internal_count=2263 2200 is_linear=0 shrinkage=0.000439788 Tree=5181 num_leaves=4 num_cat=0 split_feature=12 1 4 split_gain=3.1938 8.42505 4.38451 threshold=0.092355000000000007 0.12796000000000002 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003394902106178461 -0.00020477260776382197 0.00055277382382462538 7.2456989706016738e-05 leaf_weight=5.2560854116454712 24.635983248088454 3.1905782455578438 94.91230772362178 leaf_count=82 640 42 1499 internal_value=0 -0.000117593 5.07805e-05 internal_weight=0 27.8266 100.168 internal_count=2263 682 1581 is_linear=0 shrinkage=0.000439788 Tree=5182 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=3.2026 5.02989 threshold=-0.096099999999999977 0.069910000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01750236562056132 -0.00038178575807826286 0.013426002267083298 leaf_weight=4.6892954707145682 105.64142473407264 15.159795119601766 leaf_count=58 2051 154 internal_value=0 0.00135285 internal_weight=0 120.801 internal_count=2263 2205 is_linear=0 shrinkage=0.0224292 Tree=5183 num_leaves=4 num_cat=0 split_feature=12 1 4 split_gain=3.2085 8.39796 4.24058 threshold=0.092355000000000007 0.12796000000000002 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033281619375966965 -0.00020433291454155663 0.00055592696463743015 7.273434776634728e-05 leaf_weight=5.2457898841239503 24.60734560019046 3.1536809389945111 94.51020599752519 leaf_count=82 640 42 1499 internal_value=0 -0.000117644 5.13484e-05 internal_weight=0 27.761 99.756 internal_count=2263 682 1581 is_linear=0 shrinkage=0.000439788 Tree=5184 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=2.65849 3.42996 threshold=-0.44508499999999995 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018229597540718907 -0.023781872316409384 8.1416718424391057e-05 leaf_weight=3.903420139104127 3.0910354753141283 117.75432550187543 leaf_count=13 176 2110 internal_value=0 -0.000532629 internal_weight=0 120.845 internal_count=2299 2286 is_linear=0 shrinkage=0.0224292 Tree=5185 num_leaves=4 num_cat=0 split_feature=43 2 42 split_gain=2.48266 5.34804 3.98758 threshold=0.019175000000000001 0.088485000000000022 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049055082997066909 -0.00025026420013549258 0.00027424048457843389 -1.0582596982380203e-05 leaf_weight=3.4391407224611603 5.0022352926025659 14.971293366063035 104.97139722605061 leaf_count=115 146 212 1826 internal_value=0 0.000142768 -2.58925e-05 internal_weight=0 19.9735 108.411 internal_count=2299 358 1941 is_linear=0 shrinkage=0.000439788 Tree=5186 num_leaves=3 num_cat=0 split_feature=448 147 split_gain=2.55369 3.28312 threshold=-0.083114999999999981 0.090115000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018055077262122392 -0.00020612337376526893 0.017077717999563046 leaf_weight=3.7787116998806587 115.17960853459954 5.7884973447071379 leaf_count=50 2183 66 internal_value=0 0.000623497 internal_weight=0 120.968 internal_count=2299 2249 is_linear=0 shrinkage=0.0224292 Tree=5187 num_leaves=4 num_cat=0 split_feature=43 2 42 split_gain=2.48617 5.16784 4.30451 threshold=0.019175000000000001 0.088485000000000022 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051071210147084092 -0.00024703324119755896 0.00027386012286899174 -9.15223609997927e-06 leaf_weight=3.3999308784404993 4.8829080778232337 14.828694960429855 103.36978164625907 leaf_count=115 146 212 1826 internal_value=0 0.000144712 -2.52122e-05 internal_weight=0 19.7116 106.77 internal_count=2299 358 1941 is_linear=0 shrinkage=0.000439788 Tree=5188 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=4.70111 9.23161 5.49243 threshold=0.094405000000000003 -0.0064449999999999985 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031570354160740061 -0.00021933507024286228 2.6103365460609452e-05 0.00015080614355990682 leaf_weight=23.702886263832625 9.513750007899942 42.951801042829175 41.556906486861408 leaf_count=702 198 906 495 internal_value=0 -9.55012e-05 8.17978e-05 internal_weight=0 66.6547 51.0707 internal_count=2301 1608 693 is_linear=0 shrinkage=0.000439788 Tree=5189 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=4.69931 9.25789 5.4653 threshold=0.094405000000000003 -0.0064449999999999985 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031423804989811287 -0.00021369457547610189 2.7895998372381514e-05 0.00015254105417028486 leaf_weight=23.696188064102898 9.7003026411985029 43.085849576214969 41.674247218470555 leaf_count=702 198 906 495 internal_value=0 -9.35581e-05 8.33365e-05 internal_weight=0 66.782 51.3745 internal_count=2301 1608 693 is_linear=0 shrinkage=0.000439788 Tree=5190 num_leaves=4 num_cat=0 split_feature=1 4 51 split_gain=4.33536 5.48143 4.90673 threshold=0.094405000000000003 -0.034289999999999994 0.087605000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030365013410295458 -0.011484519642860564 0.0075612890964989916 -0.026894919851205651 leaf_weight=61.032907894805248 9.3202846996719 40.868066024995642 4.6498196615502811 leaf_count=1430 198 495 178 internal_value=0 0.00402134 -0.00473281 internal_weight=0 50.1884 65.6827 internal_count=2301 693 1608 is_linear=0 shrinkage=0.0224292 Tree=5191 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=4.15124 9.34527 5.24718 threshold=0.094405000000000003 -0.0064449999999999985 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016048709395543714 -0.0112241864160799 0.0016437151238610887 0.0074129369106527773 leaf_weight=23.260353969228163 9.3229768099263293 42.318709627950739 40.752662577200681 leaf_count=702 198 906 495 internal_value=0 -0.00463449 0.00394016 internal_weight=0 65.5791 50.0756 internal_count=2301 1608 693 is_linear=0 shrinkage=0.0224292 Tree=5192 num_leaves=3 num_cat=0 split_feature=454 150 split_gain=4.24462 4.91197 threshold=-1.0000000180025095e-35 -0.082924999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02266923017432235 0.019236117111315443 0.00032255934691490006 leaf_weight=3.7498175828950471 7.3529254351742557 109.70069322278869 leaf_count=58 46 2141 internal_value=0 0.00151359 internal_weight=0 117.054 internal_count=2245 2187 is_linear=0 shrinkage=0.0224292 Tree=5193 num_leaves=3 num_cat=0 split_feature=454 150 split_gain=4.089 4.74082 threshold=-1.0000000180025095e-35 -0.082924999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022350948275650147 0.018972689982490583 0.00031532727668676184 leaf_weight=3.7185409519588566 7.2888028295710674 109.70020647164347 leaf_count=58 46 2141 internal_value=0 0.00148065 internal_weight=0 116.989 internal_count=2245 2187 is_linear=0 shrinkage=0.0224292 Tree=5194 num_leaves=3 num_cat=0 split_feature=454 4 split_gain=3.87943 4.73901 threshold=1.0000000180025095e-35 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6343437733430294e-05 0.0004228486707383625 0.00020897701540804756 leaf_weight=100.70098775382939 4.3473956608213475 17.924480471760035 leaf_count=1965 25 255 internal_value=0 7.52498e-07 internal_weight=0 118.625 internal_count=2245 2220 is_linear=0 shrinkage=0.000439788 Tree=5195 num_leaves=3 num_cat=0 split_feature=454 150 split_gain=3.93669 4.57408 threshold=-1.0000000180025095e-35 -0.082924999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022025907310672044 0.018707350118271293 0.00030938051270365264 leaf_weight=3.6885584112023926 7.228071224410086 109.73968436659197 leaf_count=58 46 2141 internal_value=0 0.00144916 internal_weight=0 116.968 internal_count=2245 2187 is_linear=0 shrinkage=0.0224292 Tree=5196 num_leaves=4 num_cat=0 split_feature=43 47 43 split_gain=4.95195 4.31647 3.29495 threshold=0.12486500000000002 0.081320000000000017 0.23693500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018264970594165496 0.026015896497827193 -0.011841074728484009 0.00092963943156245483 leaf_weight=86.893147097660403 5.3849285215837863 19.556609446095536 5.1412825363513548 leaf_count=1810 42 287 130 internal_value=0 -0.00232624 0.013787 internal_weight=0 106.45 10.5262 internal_count=2269 2097 172 is_linear=0 shrinkage=0.0224292 Tree=5197 num_leaves=4 num_cat=0 split_feature=157 453 43 split_gain=4.8677 4.25863 1.65817 threshold=-0.084489999999999996 1.0000000180025095e-35 -0.081709999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049437339271660068 0.0010540978266178923 -0.020099683242194157 -0.032176371436670077 leaf_weight=1.743534027773421 106.97758109592542 4.9928200154099605 3.1915865379851303 leaf_count=89 2031 55 94 internal_value=0 0.000107574 -0.0226115 internal_weight=0 111.97 4.93512 internal_count=2269 2086 183 is_linear=0 shrinkage=0.0224292 Tree=5198 num_leaves=4 num_cat=0 split_feature=157 43 43 split_gain=4.86559 4.09155 1.60417 threshold=-0.084489999999999996 0.12486500000000002 -0.081709999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010401136057505075 -2.4399852274856173e-05 0.00026267062121756725 -0.00062870174124171922 leaf_weight=1.7548661028267813 102.89602646014828 10.571946259238755 3.1754746072401749 leaf_count=89 1918 168 94 internal_value=0 2.38653e-06 -0.000443069 internal_weight=0 113.468 4.93034 internal_count=2269 2086 183 is_linear=0 shrinkage=0.000439788 Tree=5199 num_leaves=4 num_cat=0 split_feature=43 47 43 split_gain=4.63827 4.07364 3.16286 threshold=0.12486500000000002 0.081320000000000017 0.23693500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6844766909777854e-06 0.00049682754697018077 -0.00022304981651864882 1.6260418144766906e-05 leaf_weight=88.239994150892016 5.3932999875978549 19.86148020386463 5.1904351074845181 leaf_count=1810 42 287 130 internal_value=0 -4.32044e-05 0.000261603 internal_weight=0 108.101 10.5837 internal_count=2269 2097 172 is_linear=0 shrinkage=0.000439788 Tree=5200 num_leaves=4 num_cat=0 split_feature=0 43 160 split_gain=3.97987 6.67899 4.1662 threshold=-0.10071499999999999 -0.063379999999999978 0.08443500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015517065319658769 6.6644976223148225e-05 -0.00020720332636574876 -0.00016182181105381458 leaf_weight=44.739806998200947 37.099330472177826 32.12627547577722 9.7531548296319652 leaf_count=367 895 925 94 internal_value=0 -6.04648e-05 9.83985e-05 internal_weight=0 69.2256 54.493 internal_count=2281 1820 461 is_linear=0 shrinkage=0.000439788 Tree=5201 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.824 6.32895 5.07468 threshold=-0.10071499999999999 -0.084804999999999978 0.085265000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0093668010906828685 -0.017365401055739832 0.00016872896891747022 -0.0056718014436886238 leaf_weight=37.862879689404508 12.714613225933133 55.458678567774768 16.064504873407714 leaf_count=324 571 1249 137 internal_value=0 -0.00310541 0.00488651 internal_weight=0 68.1733 53.9274 internal_count=2281 1820 461 is_linear=0 shrinkage=0.0224292 Tree=5202 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=3.75924 6.7453 4.69888 threshold=-0.10071499999999999 -0.063379999999999978 0.085265000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017928307182762566 6.8281770125096228e-05 -0.00020754786880682166 -0.00010306070161255265 leaf_weight=38.113872481888393 36.925214158287417 31.985095105374057 16.247807677718811 leaf_count=324 895 925 137 internal_value=0 -5.97681e-05 9.48886e-05 internal_weight=0 68.9103 54.3617 internal_count=2281 1820 461 is_linear=0 shrinkage=0.000439788 Tree=5203 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=3.6581 6.82472 4.85041 threshold=-0.10071499999999999 -0.063379999999999978 0.085265000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091688523048488509 0.0035582396894517907 -0.010681695160047062 -0.0055287193318396492 leaf_weight=37.801082478254102 36.522788033067627 31.534135376299673 16.091212763705698 leaf_count=324 895 925 137 internal_value=0 -0.00304097 0.00478003 internal_weight=0 68.0569 53.8923 internal_count=2281 1820 461 is_linear=0 shrinkage=0.0224292 Tree=5204 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=4.86252 6.54412 5.32703 threshold=0.09202500000000001 0.22738500000000003 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016099684726723325 -0.020041675010758368 0.008156737801575966 0.027135268562987792 leaf_weight=98.405604944367951 11.554454578930747 6.4330745183397076 4.2736383075243785 leaf_count=1776 387 93 29 internal_value=0 -0.00995882 0.00267721 internal_weight=0 17.9875 102.679 internal_count=2285 480 1805 is_linear=0 shrinkage=0.0224292 Tree=5205 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=4.51233 6.67767 4.97173 threshold=0.09202500000000001 0.22738500000000003 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0473440387593438e-05 -0.00038504995493689149 0.0001663213031713425 0.00051448605144123612 leaf_weight=100.35632981521849 11.738331199943788 6.6382322080899021 4.2608505447278722 leaf_count=1776 387 93 29 internal_value=0 -0.00018591 5.02766e-05 internal_weight=0 18.3766 104.617 internal_count=2285 480 1805 is_linear=0 shrinkage=0.000439788 Tree=5206 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=4.66893 6.32467 5.10759 threshold=0.09202500000000001 0.22738500000000003 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015728169026744691 -0.019788185823165237 0.0080139715883305943 0.026611808660691308 leaf_weight=98.439935657890601 11.440567060722971 6.4104068789165458 4.2575023451063307 leaf_count=1776 387 93 29 internal_value=0 -0.00980634 0.00261561 internal_weight=0 17.851 102.697 internal_count=2285 480 1805 is_linear=0 shrinkage=0.0224292 Tree=5207 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=4.40354 6.62127 4.73822 threshold=0.09202500000000001 0.22738500000000003 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0834037340689212e-05 -0.0003811796801133762 0.00016805939668906579 0.00050375570026668724 leaf_weight=100.97622819584649 11.75176151309279 6.6261948921019203 4.2519706795865195 leaf_count=1776 387 93 29 internal_value=0 -0.000183182 5.00314e-05 internal_weight=0 18.378 105.228 internal_count=2285 480 1805 is_linear=0 shrinkage=0.000439788 Tree=5208 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=4.60848 4.0362 threshold=0.25554500000000008 0.099325000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2201788228242833e-05 -0.0004683801627766594 0.00012821184439913325 leaf_weight=78.218667562738119 3.8991311787685836 40.933171102718916 leaf_count=1663 66 585 internal_value=0 1.63529e-05 internal_weight=0 119.152 internal_count=2314 2248 is_linear=0 shrinkage=0.000439788 Tree=5209 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=4.92105 3.58055 threshold=0.25554500000000008 0.099325000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019311428744759598 -0.024926235995046737 0.0063636927565438109 leaf_weight=76.711060201203509 3.8149883145524646 39.718952770257602 leaf_count=1663 66 585 internal_value=0 0.000899138 internal_weight=0 116.43 internal_count=2314 2248 is_linear=0 shrinkage=0.0224292 Tree=5210 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=4.66459 3.62195 threshold=0.25554500000000008 0.099325000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7222418234707592e-05 -0.00047227090533046506 0.0001251217454720437 leaf_weight=77.747769718560448 3.8531265943311146 40.364073216012912 leaf_count=1663 66 585 internal_value=0 1.82691e-05 internal_weight=0 118.112 internal_count=2314 2248 is_linear=0 shrinkage=0.000439788 Tree=5211 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=4.7654 3.70253 threshold=0.25845500000000005 0.099325000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7023641945012651e-05 -0.00048386288458898257 0.00012690099680949112 leaf_weight=77.733790682388644 3.7391585910227141 40.529527520295233 leaf_count=1664 64 586 internal_value=0 1.91657e-05 internal_weight=0 118.263 internal_count=2314 2250 is_linear=0 shrinkage=0.000439788 Tree=5212 num_leaves=4 num_cat=0 split_feature=0 49 157 split_gain=4.60132 6.59175 4.76603 threshold=-0.098389999999999991 0.11250500000000001 -0.080544999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038692365325180829 -0.00014141085708783228 0.00034581906568243912 2.2582938943485593e-05 leaf_weight=8.1485854185302724 58.298394595818536 5.8971385142576755 46.382200972882856 leaf_count=39 1634 118 458 internal_value=0 -9.65634e-05 7.71431e-05 internal_weight=0 64.1955 54.5308 internal_count=2249 1752 497 is_linear=0 shrinkage=0.000439788 Tree=5213 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=4.42442 5.00651 0.482332 threshold=1.0000000180025095e-35 -0.25061999999999995 -0.078704999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033305774706559064 -0.00025413559414637186 -2.5320633186146081e-05 -0.0005716940538589263 leaf_weight=8.0937685453391151 1.4819785742292877 106.65004437333118 2.6833678073453475 leaf_count=177 113 1884 75 internal_value=0 9.76216e-09 -0.000460386 internal_weight=0 114.744 4.16535 internal_count=2249 2061 188 is_linear=0 shrinkage=0.000439788 Tree=5214 num_leaves=4 num_cat=0 split_feature=1456 1 13 split_gain=4.48753 4.80512 0.478511 threshold=1.0000000180025095e-35 0.094405000000000003 -0.075414999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7452646503958593e-05 -0.0002597304716380601 0.00010481567441801668 -0.0005757056414574305 leaf_weight=65.798528823637753 1.4944168199144767 48.636144089512527 2.6662822368962216 leaf_count=1394 122 667 66 internal_value=0 1.81915e-08 -0.00046392 internal_weight=0 114.435 4.1607 internal_count=2249 2061 188 is_linear=0 shrinkage=0.000439788 Tree=5215 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=4.3785 5.33377 threshold=-0.17003499999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060274074215674908 -3.2496231186967379e-05 0.00030480505117734048 leaf_weight=2.3908038034060146 106.73630481155124 9.8900276614294835 leaf_count=64 1996 189 internal_value=0 -3.84754e-06 internal_weight=0 116.626 internal_count=2249 2185 is_linear=0 shrinkage=0.000439788 Tree=5216 num_leaves=4 num_cat=0 split_feature=39 157 1 split_gain=3.3262 5.541 2.88097 threshold=0.085345000000000018 -0.084489999999999996 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027255457020157935 -0.0043864373423833777 0.00076172947608820634 0.018920074323548731 leaf_weight=3.6538292634286327 3.7995373245794317 107.0802585814381 8.892490338010246 leaf_count=154 52 1880 174 internal_value=0 -0.000167276 0.0119468 internal_weight=0 110.734 12.692 internal_count=2260 2034 226 is_linear=0 shrinkage=0.0224292 Tree=5217 num_leaves=4 num_cat=0 split_feature=39 157 1 split_gain=3.43341 5.5213 2.91171 threshold=0.085345000000000018 -0.084489999999999996 0.094090000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053026622138167378 -0.00010079849377855094 1.6440436895507739e-05 0.00036627085917773745 leaf_weight=3.675141575811721 3.552519792225211 108.75892978890624 9.3578109529917111 leaf_count=154 43 1880 183 internal_value=0 -1.51679e-06 0.000237789 internal_weight=0 112.434 12.9103 internal_count=2260 2034 226 is_linear=0 shrinkage=0.000439788 Tree=5218 num_leaves=4 num_cat=0 split_feature=39 157 1 split_gain=3.304 5.44522 3.00351 threshold=0.085345000000000018 -0.084489999999999996 0.092655000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052828135351607559 -0.00011300537024838145 1.5772087415584741e-05 0.00036332710417604695 leaf_weight=3.6594935797438657 3.5137519451091057 108.62987006647745 9.3424213973048591 leaf_count=154 42 1880 184 internal_value=0 -2.04532e-06 0.000233165 internal_weight=0 112.289 12.8562 internal_count=2260 2034 226 is_linear=0 shrinkage=0.000439788 Tree=5219 num_leaves=4 num_cat=0 split_feature=39 148 12 split_gain=3.67208 4.47763 1.73517 threshold=0.085345000000000018 -0.082084999999999977 -0.090164999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045705990127399429 -5.702709146516234e-06 9.8293894448688522e-06 0.00034122070004849627 leaf_weight=4.1028513817582271 3.9807723509147754 109.86439286219684 9.2857102606794779 leaf_count=60 78 1974 148 internal_value=0 -7.05248e-06 0.000237263 internal_weight=0 113.967 13.2665 internal_count=2260 2034 226 is_linear=0 shrinkage=0.000439788 Tree=5220 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=5.09875 5.90704 5.10971 threshold=0.092355000000000007 0.088285000000000016 0.097825000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010067751901193629 -0.023722258398506762 0.012217456353048098 -0.0024126530310115278 leaf_weight=73.093963723884372 8.2225002486520697 22.119248587805487 18.093089135982154 leaf_count=1289 316 369 384 internal_value=0 0.00206722 -0.00908337 internal_weight=0 95.2132 26.3156 internal_count=2358 1658 700 is_linear=0 shrinkage=0.0224292 Tree=5221 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=4.88903 5.64904 4.97443 threshold=0.092355000000000007 0.088285000000000016 0.097825000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0009841578575253097 -0.023469360738693875 0.011951013566573201 -0.0023584957822704788 leaf_weight=73.097037605810328 8.1259945880083269 22.105791251531627 18.093851124591311 leaf_count=1289 316 369 384 internal_value=0 0.00202114 -0.00891344 internal_weight=0 95.2028 26.2198 internal_count=2358 1658 700 is_linear=0 shrinkage=0.0224292 Tree=5222 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=4.68757 5.43632 4.84092 threshold=0.092355000000000007 0.088285000000000016 0.097825000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00090188507084192147 -0.023214451853121508 0.011955878823731355 -0.0023055522529036609 leaf_weight=73.899757560200669 8.0322379028657469 21.29368885322765 18.094628397280758 leaf_count=1279 316 379 384 internal_value=0 0.00197607 -0.00874588 internal_weight=0 95.1934 26.1269 internal_count=2358 1658 700 is_linear=0 shrinkage=0.0224292 Tree=5223 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=4.68892 5.10627 4.78407 threshold=0.092355000000000007 0.088285000000000016 0.097825000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4384610316631722e-05 -0.00044851954873071932 0.00022451019809713825 -4.3723513000965507e-05 leaf_weight=74.509730436337122 8.1064453186845657 22.52050153894379 18.528093207758502 leaf_count=1289 316 369 384 internal_value=0 4.10956e-05 -0.00016716 internal_weight=0 97.0302 26.6345 internal_count=2358 1658 700 is_linear=0 shrinkage=0.000439788 Tree=5224 num_leaves=4 num_cat=0 split_feature=42 132 48 split_gain=4.70827 8.77872 2.68449 threshold=-1.0000000180025095e-35 0.082230000000000011 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037531319589414737 9.1004878249563716e-05 0.00029545574560869606 -0.00016201618097543195 leaf_weight=12.511176437707038 98.388870267866878 5.3836133038857943 8.8213928050827217 leaf_count=506 1575 110 81 internal_value=0 -0.000173414 7.01609e-05 internal_weight=0 17.8948 107.21 internal_count=2272 616 1656 is_linear=0 shrinkage=0.000439788 Tree=5225 num_leaves=4 num_cat=0 split_feature=42 132 48 split_gain=4.67629 8.72151 2.77817 threshold=-1.0000000180025095e-35 0.082230000000000011 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019426931787585516 0.0044932868808639486 0.01518010261140194 -0.0087313170093830973 leaf_weight=12.2742954393907 96.703190561107476 5.2022081147879353 8.6934982353122887 leaf_count=506 1575 110 81 internal_value=0 -0.00912018 0.00340109 internal_weight=0 17.4765 105.397 internal_count=2272 616 1656 is_linear=0 shrinkage=0.0224292 Tree=5226 num_leaves=4 num_cat=0 split_feature=42 132 48 split_gain=4.63989 8.33185 2.51983 threshold=-1.0000000180025095e-35 0.082230000000000011 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037479784462600174 8.6082103833796345e-05 0.00028442651632060964 -0.00015892030394336904 leaf_weight=12.364934830417043 98.056209680173197 5.2768642773735328 8.8346876346040499 leaf_count=506 1575 110 81 internal_value=0 -0.000177522 6.58075e-05 internal_weight=0 17.6418 106.891 internal_count=2272 616 1656 is_linear=0 shrinkage=0.000439788 Tree=5227 num_leaves=4 num_cat=0 split_feature=42 132 4 split_gain=4.64948 8.34877 2.57418 threshold=-1.0000000180025095e-35 0.082230000000000011 -0.0016099999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037379447841569583 0.00013170253698186745 0.00028317278371342097 -4.5972090445197199e-06 leaf_weight=12.454098337784673 55.436929666102515 5.3280440734815775 51.862053849734366 leaf_count=506 1055 110 601 internal_value=0 -0.000176855 6.58341e-05 internal_weight=0 17.7821 107.299 internal_count=2272 616 1656 is_linear=0 shrinkage=0.000439788 Tree=5228 num_leaves=4 num_cat=0 split_feature=156 51 42 split_gain=2.83869 4.38415 3.6761 threshold=0.090100000000000013 -0.076794999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014087163143876224 -0.00049836720924988131 0.00014867923994404944 7.2988305052036352e-05 leaf_weight=18.542834311730985 4.8233727675760747 3.4693953116075118 95.680867401169962 leaf_count=613 132 73 1416 internal_value=0 -0.000227947 3.8253e-05 internal_weight=0 8.29277 114.224 internal_count=2234 205 2029 is_linear=0 shrinkage=0.000439788 Tree=5229 num_leaves=4 num_cat=0 split_feature=156 51 42 split_gain=2.90297 4.28874 3.59615 threshold=0.090100000000000013 -0.076794999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0073007680124966539 -0.025844237224801649 0.0073647287330485716 0.0036482365099829708 leaf_weight=17.979859503961052 4.694044734511408 3.3329510876792465 93.40714768228645 leaf_count=613 132 73 1416 internal_value=0 -0.0120705 0.00187992 internal_weight=0 8.027 111.387 internal_count=2234 205 2029 is_linear=0 shrinkage=0.0224292 Tree=5230 num_leaves=4 num_cat=0 split_feature=13 52 1 split_gain=2.77076 4.71424 1.77635 threshold=-0.094869999999999996 0.0035300000000000006 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3260073849364464e-05 -7.8049149626753219e-05 0.0001304162281535302 0.0002678549279211602 leaf_weight=10.574809496116361 67.260902738686127 30.470445138715149 12.559168831765417 leaf_count=111 1203 761 159 internal_value=0 -1.30415e-05 0.000156159 internal_weight=0 97.7313 23.134 internal_count=2234 1964 270 is_linear=0 shrinkage=0.000439788 Tree=5231 num_leaves=4 num_cat=0 split_feature=156 51 42 split_gain=2.79103 4.15977 3.44488 threshold=0.090100000000000013 -0.076794999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0071532262835985504 -0.025583662094012909 0.007221709448751789 0.0035689183694128709 leaf_weight=17.956526869995287 4.6357774422431248 3.32782461750321 93.400647573078459 leaf_count=613 132 73 1416 internal_value=0 -0.0118905 0.00183903 internal_weight=0 7.9636 111.357 internal_count=2234 205 2029 is_linear=0 shrinkage=0.0224292 Tree=5232 num_leaves=4 num_cat=0 split_feature=1 50 3 split_gain=3.21943 4.26991 1.6267 threshold=0.12419000000000001 0.10647500000000001 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010939998138798661 0.019733739036086693 -0.021511426888888591 0.0035314985278394077 leaf_weight=105.45114912326244 6.6790830753743631 4.3589976138682678 5.8499835581460502 leaf_count=1852 115 209 100 internal_value=0 0.000193077 0.0121856 internal_weight=0 109.81 12.5291 internal_count=2276 2061 215 is_linear=0 shrinkage=0.0224292 Tree=5233 num_leaves=4 num_cat=0 split_feature=403 475 3 split_gain=3.15206 4.35065 3.89831 threshold=-1.0000000180025095e-35 -0.084444999999999978 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0083112846620019623 -0.019106103948322108 0.0034709945008638038 -0.019075559617205869 leaf_weight=3.9581483651418239 4.455936082173138 106.18350819948682 7.6336401494481816 leaf_count=60 146 1579 491 internal_value=0 0.00255858 -0.00972572 internal_weight=0 110.639 11.5918 internal_count=2276 1725 551 is_linear=0 shrinkage=0.0224292 Tree=5234 num_leaves=4 num_cat=0 split_feature=51 453 47 split_gain=3.12178 5.2083 2.72782 threshold=0.07955000000000001 1.0000000180025095e-35 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058873050960426372 0.0045988382733802343 -0.025440023590358764 0.022702509568174482 leaf_weight=92.041869321081322 20.793388174024589 4.0178877370781256 5.2287063008407122 leaf_count=1872 288 52 64 internal_value=0 -0.000504812 0.00825045 internal_weight=0 96.0598 26.0221 internal_count=2276 1924 352 is_linear=0 shrinkage=0.0224292 Tree=5235 num_leaves=3 num_cat=0 split_feature=1429 403 split_gain=4.30281 3.35788 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023574053985362657 -0.009519543401883733 0.003274816565966236 leaf_weight=3.3734600908683197 11.399348506594832 107.2518997501611 leaf_count=114 548 1614 internal_value=0 0.00204427 internal_weight=0 118.651 internal_count=2276 2162 is_linear=0 shrinkage=0.0224292 Tree=5236 num_leaves=4 num_cat=0 split_feature=157 0 1213 split_gain=2.78894 5.69134 4.40569 threshold=-0.077234999999999984 -0.11047999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043563946690668691 -0.00046589264352759707 -6.6661961369318115e-05 -1.4376458155951106e-06 leaf_weight=8.2306725993985328 4.0907164287782498 9.2508188699284783 101.69052162114531 leaf_count=39 344 255 1642 internal_value=0 0.00017005 -1.94796e-05 internal_weight=0 17.4815 105.781 internal_count=2280 294 1986 is_linear=0 shrinkage=0.000439788 Tree=5237 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=2.75868 4.1453 threshold=0.080455000000000013 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012785109190013032 -0.011892577858355496 -0.0002717449497550033 leaf_weight=13.951261716429142 8.490991634258533 98.313236833528208 leaf_count=120 132 2028 internal_value=0 0.00135275 internal_weight=0 112.264 internal_count=2280 2148 is_linear=0 shrinkage=0.0224292 Tree=5238 num_leaves=4 num_cat=0 split_feature=124 457 123 split_gain=2.85116 3.59173 3.37544 threshold=-0.043384999999999993 0.080930000000000016 0.083715000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6358968043867453e-05 -4.6437463951696325e-05 0.00016773940511918332 0.00039797411356153555 leaf_weight=4.1919823577627522 93.331345704165869 18.057753358909395 7.3169576227373909 leaf_count=59 1934 153 134 internal_value=0 -1.16936e-05 0.000218058 internal_weight=0 111.389 11.5089 internal_count=2280 2087 193 is_linear=0 shrinkage=0.000439788 Tree=5239 num_leaves=4 num_cat=0 split_feature=457 4 133 split_gain=2.81977 3.71515 3.44878 threshold=0.078435000000000019 -0.0016099999999999997 0.18654500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9978745374861326e-06 0.0003428926895881596 -3.192102844961788e-05 -0.00044234050712240011 leaf_weight=99.07607624305092 10.313593135215344 10.122856445726937 3.6128213609626973 leaf_count=1865 114 84 217 internal_value=0 0.000157378 -2.14287e-05 internal_weight=0 20.4364 102.689 internal_count=2280 198 2082 is_linear=0 shrinkage=0.000439788 Tree=5240 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=3.06664 5.64612 3.71448 threshold=-0.088204999999999992 -0.081519999999999995 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000222460774948671 0.00045297649767455706 2.1360994634627097e-05 0.00015450050190753492 leaf_weight=18.818841770917064 6.2550424189539617 89.273042695302138 6.8951065790606654 leaf_count=381 62 1700 113 internal_value=0 4.97074e-05 -0.00012134 internal_weight=0 95.5281 25.7139 internal_count=2256 1762 494 is_linear=0 shrinkage=0.000439788 Tree=5241 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.10747 5.60912 3.90387 threshold=-0.088204999999999992 -0.081519999999999995 -0.089819999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010222051583474936 0.023197548963683333 0.0010466421110910291 -0.01104181479157222 leaf_weight=5.5543100144714144 6.1361329352948806 87.597788803203002 19.698666187694471 leaf_count=43 62 1700 451 internal_value=0 0.00250114 -0.00636071 internal_weight=0 93.7339 25.253 internal_count=2256 1762 494 is_linear=0 shrinkage=0.0224292 Tree=5242 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=2.95833 5.41452 3.87644 threshold=-0.088204999999999992 -0.081519999999999995 -0.089819999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020071841501943905 0.00044516533192794273 2.0521929343213566e-05 -0.00021090639777044922 leaf_weight=5.6642992813140181 6.193296334357 89.176062405509583 19.999898720838246 leaf_count=43 62 1700 451 internal_value=0 4.81819e-05 -0.000119976 internal_weight=0 95.3694 25.6642 internal_count=2256 1762 494 is_linear=0 shrinkage=0.000439788 Tree=5243 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=2.9568 5.48274 3.89569 threshold=-0.088204999999999992 -0.081519999999999995 -0.089819999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020014140816476236 0.00044697100805011586 1.9285483943464281e-05 -0.00021271370421388917 leaf_weight=5.6636590082198408 6.1821825989754862 89.061237493526278 19.916745308408281 leaf_count=43 62 1700 451 internal_value=0 4.71303e-05 -0.000121224 internal_weight=0 95.2434 25.5804 internal_count=2256 1762 494 is_linear=0 shrinkage=0.000439788 Tree=5244 num_leaves=4 num_cat=0 split_feature=483 157 160 split_gain=3.05451 3.53688 1.51953 threshold=0.088070000000000009 -0.08107499999999998 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026418075877066564 -5.636086241684155e-06 1.8657150261662634e-05 -0.0004806430981131888 leaf_weight=12.685726484891346 2.160745756700635 106.30146324757516 3.26225773472106 leaf_count=208 93 1874 106 internal_value=0 4.48716e-05 -0.000292065 internal_weight=0 118.987 5.423 internal_count=2281 2082 199 is_linear=0 shrinkage=0.000439788 Tree=5245 num_leaves=4 num_cat=0 split_feature=483 157 160 split_gain=3.05668 3.49821 1.53322 threshold=0.088070000000000009 -0.08107499999999998 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002640907353253576 -2.6218270241537515e-06 2.057310644354467e-05 -0.00047832367915759779 leaf_weight=12.758189200118066 2.173686912865378 106.63790240629896 3.2815814896021029 leaf_count=208 93 1874 106 internal_value=0 4.66325e-05 -0.000289447 internal_weight=0 119.396 5.45527 internal_count=2281 2082 199 is_linear=0 shrinkage=0.000439788 Tree=5246 num_leaves=4 num_cat=0 split_feature=483 157 160 split_gain=3.09429 3.54106 1.55429 threshold=0.088070000000000009 -0.08107499999999998 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026235534397896102 -4.4954372554774415e-06 1.8402529977387894e-05 -0.00048036166895925442 leaf_weight=12.870499475437098 2.20207603398012 107.42099632977624 3.3251093159487928 leaf_count=208 93 1874 106 internal_value=0 4.45416e-05 -0.000291441 internal_weight=0 120.291 5.52719 internal_count=2281 2082 199 is_linear=0 shrinkage=0.000439788 Tree=5247 num_leaves=4 num_cat=0 split_feature=483 49 160 split_gain=3.09684 2.63506 1.50658 threshold=0.088070000000000009 0.27293500000000009 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9610285891537874e-05 -8.2287479226638041e-06 -0.00027542544451529175 -0.00047722153501126695 leaf_weight=115.47700057773909 2.2041483735665679 4.7075215402364838 3.3041545456217127 leaf_count=2045 93 37 106 internal_value=0 4.64456e-05 -0.000290231 internal_weight=0 120.185 5.5083 internal_count=2281 2082 199 is_linear=0 shrinkage=0.000439788 Tree=5248 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=2.58084 4.79681 3.91268 threshold=0.14114500000000005 0.12431000000000002 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2217427691953816e-06 0.00055223657276129033 -0.00044095769241090884 4.4092932314121295e-05 leaf_weight=104.63962046369852 3.9834572188556185 4.8585033531999207 10.960037333581566 leaf_count=1944 22 52 264 internal_value=0 -1.46489e-05 0.00018008 internal_weight=0 109.498 14.9435 internal_count=2282 1996 286 is_linear=0 shrinkage=0.000439788 Tree=5249 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=2.57678 4.94629 3.9599 threshold=0.14114500000000005 0.12431000000000002 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027810265878068903 0.028405234583688856 -0.022953457187451544 0.0021945688343153764 leaf_weight=102.91516339705413 3.9438198618590823 4.8076574128353959 10.822097658707206 leaf_count=1944 22 52 264 internal_value=0 -0.000762603 0.0092228 internal_weight=0 107.723 14.7659 internal_count=2282 1996 286 is_linear=0 shrinkage=0.0224292 Tree=5250 num_leaves=4 num_cat=0 split_feature=1456 51 159 split_gain=2.48924 3.13191 0.568762 threshold=-1.0000000180025095e-35 0.099555000000000018 -0.046224999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015049335641393637 -5.396534375206365e-06 0.00021828906776920456 -0.0005174071418485339 leaf_weight=1.4437034326292635 107.31560124620592 13.626776008240993 1.929879093018825 leaf_count=74 1897 182 129 internal_value=0 1.9837e-05 -0.000362119 internal_weight=0 120.942 3.37358 internal_count=2282 2079 203 is_linear=0 shrinkage=0.000439788 Tree=5251 num_leaves=4 num_cat=0 split_feature=1 403 0 split_gain=2.61133 5.63522 5.27106 threshold=1.0000000180025095e-35 0.03138500000000001 -0.10124499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046143272835312028 2.2373147655115061e-05 0.0004686000265084228 -1.6630948000162642e-05 leaf_weight=6.001948997960425 77.037755440986075 5.8735719943942959 35.749732787040557 leaf_count=95 1010 76 1101 internal_value=0 5.40852e-05 -8.07544e-05 internal_weight=0 82.9113 41.7517 internal_count=2282 1086 1196 is_linear=0 shrinkage=0.000439788 Tree=5252 num_leaves=3 num_cat=0 split_feature=148 43 split_gain=3.83897 2.58033 threshold=-0.082084999999999977 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021644856022483134 0.0047245239677790761 -0.0021405466233185939 leaf_weight=4.0936752125271587 43.692806636667228 74.44359086422628 leaf_count=59 864 1367 internal_value=0 0.000398856 internal_weight=0 118.136 internal_count=2290 2231 is_linear=0 shrinkage=0.0224292 Tree=5253 num_leaves=3 num_cat=0 split_feature=148 1 split_gain=3.58877 3.49528 threshold=-0.082084999999999977 0.089840000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040615617105689035 -6.7077642864880058e-05 8.3116378120791088e-05 leaf_weight=4.1266795552801332 58.352706948975538 61.569606307632057 leaf_count=59 1420 811 internal_value=0 1.00348e-05 internal_weight=0 119.922 internal_count=2290 2231 is_linear=0 shrinkage=0.000439788 Tree=5254 num_leaves=3 num_cat=0 split_feature=148 1 split_gain=3.59673 3.54981 threshold=-0.082084999999999977 0.089840000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040796787527580661 -6.9794777676438264e-05 8.1452371975426961e-05 leaf_weight=4.1440113822463891 58.457761404260964 61.643097714477335 leaf_count=59 1420 811 internal_value=0 7.8351e-06 internal_weight=0 120.101 internal_count=2290 2231 is_linear=0 shrinkage=0.000439788 Tree=5255 num_leaves=3 num_cat=0 split_feature=148 1 split_gain=3.67607 3.53281 threshold=-0.082084999999999977 0.089840000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041241609028416109 -6.8271385585675853e-05 8.2966370854299789e-05 leaf_weight=4.1137850834638803 58.103205438212171 61.446788692534028 leaf_count=59 1420 811 internal_value=0 9.46324e-06 internal_weight=0 119.55 internal_count=2290 2231 is_linear=0 shrinkage=0.000439788 Tree=5256 num_leaves=3 num_cat=0 split_feature=12 41 split_gain=4.01777 4.08847 threshold=-0.12529499999999996 0.08178500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030104040115726732 0.002596827506956468 -0.016997405629753042 leaf_weight=2.0139947562711304 115.6630366125828 5.5983193699503309 leaf_count=58 2120 84 internal_value=0 0.00168968 internal_weight=0 121.261 internal_count=2262 2204 is_linear=0 shrinkage=0.0224292 Tree=5257 num_leaves=3 num_cat=0 split_feature=1 12 split_gain=4.01985 4.66625 threshold=0.13604000000000002 -0.12084499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00071324358355298449 0.00030796851009854488 -1.5666318983169253e-05 leaf_weight=1.865933482069521 7.3508772208879227 115.34119120833202 leaf_count=31 127 2104 internal_value=0 -2.68861e-05 internal_weight=0 117.207 internal_count=2262 2135 is_linear=0 shrinkage=0.000439788 Tree=5258 num_leaves=3 num_cat=0 split_feature=12 41 split_gain=3.91401 3.90095 threshold=-0.14662999999999998 0.08178500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032287265511333582 0.0024709108247939629 -0.016692432596315018 leaf_weight=1.7213363265909709 115.97214259499015 5.5830133326235218 leaf_count=53 2125 84 internal_value=0 0.00158826 internal_weight=0 121.555 internal_count=2262 2209 is_linear=0 shrinkage=0.0224292 Tree=5259 num_leaves=3 num_cat=0 split_feature=1 12 split_gain=3.80429 6.14048 threshold=0.13604000000000002 -0.12529499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.043788460500679971 0.016592172463440365 0.00069206062556248396 leaf_weight=1.563855125918052 7.4572348991059689 114.24054913877626 leaf_count=27 127 2108 internal_value=0 8.42645e-05 internal_weight=0 115.804 internal_count=2262 2135 is_linear=0 shrinkage=0.0224292 Tree=5260 num_leaves=3 num_cat=0 split_feature=150 0 split_gain=4.74977 5.17625 threshold=0.11740500000000002 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013237380259929201 0.0003226401743833937 6.3132639975338584e-05 leaf_weight=67.447267750292667 6.7660393051337442 42.800125572859542 leaf_count=1436 73 775 internal_value=0 -5.64767e-05 internal_weight=0 110.247 internal_count=2284 2211 is_linear=0 shrinkage=0.000439788 Tree=5261 num_leaves=3 num_cat=0 split_feature=150 0 split_gain=4.54166 4.92721 threshold=0.11740500000000002 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0067192468257655886 0.016327427507730686 0.0032005558416138466 leaf_weight=65.204506262325594 6.5513230694923541 41.024434860402835 leaf_count=1436 73 775 internal_value=0 -0.00288844 internal_weight=0 106.229 internal_count=2284 2211 is_linear=0 shrinkage=0.0224292 Tree=5262 num_leaves=3 num_cat=0 split_feature=150 0 split_gain=4.36954 4.713 threshold=0.11740500000000002 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0065746198526255876 0.016096790701939839 0.0031297595367433353 leaf_weight=65.145302932320192 6.4970369784859932 41.012037441774737 leaf_count=1436 73 775 internal_value=0 -0.00282561 internal_weight=0 106.157 internal_count=2284 2211 is_linear=0 shrinkage=0.0224292 Tree=5263 num_leaves=4 num_cat=0 split_feature=15 147 48 split_gain=4.63502 4.21172 3.08343 threshold=0.091330000000000008 0.089365000000000014 0.093675000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5613808246969224e-05 -0.00043780950477914572 0.00033600232500142081 0.00012778742817743313 leaf_weight=97.886227495710045 8.1226960268104431 6.6336785973981014 2.408351373858749 leaf_count=1834 353 83 14 internal_value=0 -2.60555e-06 -0.000308466 internal_weight=0 104.52 10.531 internal_count=2284 1917 367 is_linear=0 shrinkage=0.000439788 Tree=5264 num_leaves=4 num_cat=0 split_feature=52 16 4 split_gain=4.18676 6.21901 3.36168 threshold=-0.05819499999999999 -0.069089999999999985 -0.033249999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5129831820267389e-05 2.7371707649508479e-05 -0.00023410245052059365 0.00018554753541641565 leaf_weight=14.037253989030431 48.203757760689768 27.683228740410414 29.977837133352295 leaf_count=265 1050 556 405 internal_value=0 -6.80478e-05 0.000102416 internal_weight=0 75.887 44.0151 internal_count=2276 1606 670 is_linear=0 shrinkage=0.000439788 Tree=5265 num_leaves=4 num_cat=0 split_feature=52 16 4 split_gain=4.15277 6.26218 3.40672 threshold=-0.05819499999999999 -0.069089999999999985 -0.033249999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039526834184164432 0.0014199643435562632 -0.012031979957076272 0.0095061422810011273 leaf_weight=13.879558205029751 47.669681722814857 27.403135520144133 29.643589053404867 leaf_count=265 1050 556 405 internal_value=0 -0.00349208 0.00521426 internal_weight=0 75.0728 43.5231 internal_count=2276 1606 670 is_linear=0 shrinkage=0.0224292 Tree=5266 num_leaves=4 num_cat=0 split_feature=52 16 4 split_gain=3.97184 5.99373 3.26086 threshold=-0.05819499999999999 -0.069089999999999985 -0.033249999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038645974843423301 0.0013880418311607388 -0.01177765676055653 0.0093064619931817229 leaf_weight=13.877966905994979 47.672624353166611 27.36778738159046 29.601371627271874 leaf_count=265 1050 556 405 internal_value=0 -0.00341536 0.0051026 internal_weight=0 75.0404 43.4793 internal_count=2276 1606 670 is_linear=0 shrinkage=0.0224292 Tree=5267 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=3.86309 4.33808 threshold=0.062655000000000016 0.090300000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024905201631973003 -0.022820795671833628 -0.0088447423747120644 leaf_weight=94.051025906097493 3.6874521340650963 20.708263719527167 leaf_count=1683 76 517 internal_value=0 0.000443946 internal_weight=0 114.759 internal_count=2276 2200 is_linear=0 shrinkage=0.0224292 Tree=5268 num_leaves=4 num_cat=0 split_feature=52 160 453 split_gain=4.55423 5.29482 3.49724 threshold=-0.24600999999999998 0.022560000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023618941743980701 0.0037339623618270501 0.013068613873785929 -0.014965628452353131 leaf_weight=6.9080574147519638 108.87975410759464 2.7561678296769969 5.2565296682878389 leaf_count=204 1974 53 53 internal_value=0 -0.0131508 0.0028704 internal_weight=0 9.66423 114.136 internal_count=2284 257 2027 is_linear=0 shrinkage=0.0224292 Tree=5269 num_leaves=4 num_cat=0 split_feature=52 160 453 split_gain=4.46117 5.16121 3.46882 threshold=-0.24600999999999998 0.022560000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045669216630713568 7.2187588147171284e-05 0.00025039463796266851 -0.0002911487258408041 leaf_weight=6.9479048188950383 110.29492776325424 2.7844049644918414 5.3090498913079491 leaf_count=204 1974 53 53 internal_value=0 -0.000254301 5.54562e-05 internal_weight=0 9.73231 115.604 internal_count=2284 257 2027 is_linear=0 shrinkage=0.000439788 Tree=5270 num_leaves=4 num_cat=0 split_feature=52 160 453 split_gain=4.38174 5.12188 3.34625 threshold=-0.24600999999999998 0.022560000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02337200296551608 0.0036500487052922425 0.012799310679826712 -0.014655243667345868 leaf_weight=6.8245148869173118 108.8827261611732 2.7508250485843746 5.2481762702809638 leaf_count=204 1974 53 53 internal_value=0 -0.0129758 0.00280599 internal_weight=0 9.57534 114.131 internal_count=2284 257 2027 is_linear=0 shrinkage=0.0224292 Tree=5271 num_leaves=4 num_cat=0 split_feature=52 160 158 split_gain=4.2171 4.95634 3.31065 threshold=-0.24600999999999998 0.022560000000000004 0.09031500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02313009510928668 0.0035093405047016044 0.012540624745052509 -0.016307847118371112 leaf_weight=6.7423533029796072 109.70559906350536 2.7450570900546154 4.392702631193969 leaf_count=204 1843 53 184 internal_value=0 -0.0128048 0.00274379 internal_weight=0 9.48741 114.098 internal_count=2284 257 2027 is_linear=0 shrinkage=0.0224292 Tree=5272 num_leaves=4 num_cat=0 split_feature=15 133 0 split_gain=5.81961 12.6567 6.5823 threshold=0.035255000000000009 0.086885000000000004 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016714651908930999 -0.00044683459694324371 0.00020301865443937307 -7.1203291300034566e-05 leaf_weight=36.16729899027996 16.404796258037099 8.9444212171947566 58.843820386715379 leaf_count=261 616 252 1145 internal_value=0 -0.000217555 1.95432e-05 internal_weight=0 25.3492 95.0111 internal_count=2274 868 1406 is_linear=0 shrinkage=0.000439788 Tree=5273 num_leaves=4 num_cat=0 split_feature=15 133 0 split_gain=5.68491 12.6566 6.33097 threshold=0.035255000000000009 0.086885000000000004 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016236108133190966 -0.00044379652638995809 0.00020444851582835131 -7.0878536807755075e-05 leaf_weight=36.230821546232619 16.554195629760219 8.9687773518962768 59.361625148325402 leaf_count=261 616 252 1145 internal_value=0 -0.000216021 1.75372e-05 internal_weight=0 25.523 95.5924 internal_count=2274 868 1406 is_linear=0 shrinkage=0.000439788 Tree=5274 num_leaves=4 num_cat=0 split_feature=15 133 0 split_gain=5.45094 13.0884 6.30776 threshold=0.035255000000000009 0.086885000000000004 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0082966354237879684 -0.022858196192863202 0.011116899282342418 -0.0036621326931341948 leaf_weight=35.801536699291319 16.176319586724279 8.7912082613911462 58.286313739212346 leaf_count=261 616 252 1145 internal_value=0 -0.010896 0.000889079 internal_weight=0 24.9675 94.0879 internal_count=2274 868 1406 is_linear=0 shrinkage=0.0224292 Tree=5275 num_leaves=4 num_cat=0 split_feature=15 133 0 split_gain=5.24308 12.6365 6.04136 threshold=0.035255000000000009 0.086885000000000004 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081333272871436258 -0.022575194834700361 0.010847267015103098 -0.0035804811259029928 leaf_weight=35.702782265769201 16.013825557303793 8.807934317213947 58.278903462367452 leaf_count=261 616 252 1145 internal_value=0 -0.0107161 0.000870235 internal_weight=0 24.8218 93.9817 internal_count=2274 868 1406 is_linear=0 shrinkage=0.0224292 Tree=5276 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=3.59693 4.2203 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039274297986071363 -0.00050397467397547766 5.1725226220926638e-06 leaf_weight=4.4630262209102503 3.216494270702241 117.37235335505829 leaf_count=23 218 2061 internal_value=0 -8.4857e-06 internal_weight=0 120.589 internal_count=2302 2279 is_linear=0 shrinkage=0.000439788 Tree=5277 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=3.59449 4.15699 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039150530585116444 -0.00050440331144939042 2.8194116823233932e-06 leaf_weight=4.4372622519731513 3.1917922049542531 117.02056421421003 leaf_count=23 218 2061 internal_value=0 -1.0726e-05 internal_weight=0 120.212 internal_count=2302 2279 is_linear=0 shrinkage=0.000439788 Tree=5278 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=3.62816 4.20543 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039260135731086939 -0.00050500604822731332 3.0328432563107647e-06 leaf_weight=4.4568439666181794 3.2196074828898409 116.91352955778711 leaf_count=23 218 2061 internal_value=0 -1.06608e-05 internal_weight=0 120.133 internal_count=2302 2279 is_linear=0 shrinkage=0.000439788 Tree=5279 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=3.55306 3.35471 threshold=-0.22665999999999997 0.099515000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019956440529858944 -0.0031790099843132173 0.0048453653561622923 leaf_weight=4.3983186911791554 79.388928359087004 39.10351910997997 leaf_count=23 1714 565 internal_value=0 -0.000530544 internal_weight=0 118.492 internal_count=2302 2279 is_linear=0 shrinkage=0.0224292 Tree=5280 num_leaves=4 num_cat=0 split_feature=150 1 43 split_gain=4.72251 5.53724 4.82339 threshold=0.079825000000000021 0.085995000000000016 0.019175000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012992840359071775 -0.00018338414726537549 0.00024641382693340414 0.00012244353187156471 leaf_weight=77.082639983105764 8.1252977906260657 20.120500689721666 18.066470761332312 leaf_count=1630 102 210 322 internal_value=0 0.000122736 -8.19942e-05 internal_weight=0 28.2458 95.1491 internal_count=2264 312 1952 is_linear=0 shrinkage=0.000439788 Tree=5281 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=4.5528 5.50707 4.80453 threshold=0.079825000000000021 0.085995000000000016 0.14000500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9372577845294466e-05 -0.00016415181515395675 0.00026474403625824762 0.00034603244056487361 leaf_weight=89.385986524859618 8.0226409008028003 20.691250378426048 5.4290725015453054 leaf_count=1872 102 210 80 internal_value=0 0.000144881 -5.49493e-05 internal_weight=0 28.7139 94.8151 internal_count=2264 312 1952 is_linear=0 shrinkage=0.000439788 Tree=5282 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=4.58921 5.40679 4.86363 threshold=0.079825000000000021 0.085995000000000016 0.14000500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8592685136626261e-05 -0.00015991007441270682 0.00026561888543792531 0.00034860667586891043 leaf_weight=89.582663799363218 8.0008588890777919 20.64359815660282 5.4503758185019242 leaf_count=1872 102 210 80 internal_value=0 0.000146734 -5.40267e-05 internal_weight=0 28.6445 95.033 internal_count=2264 312 1952 is_linear=0 shrinkage=0.000439788 Tree=5283 num_leaves=4 num_cat=0 split_feature=150 1 43 split_gain=4.57338 5.42726 4.84654 threshold=0.079825000000000021 0.085995000000000016 0.019175000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010204347826391846 -0.00016063237922938944 0.00026539289043538687 0.00015057425245379593 leaf_weight=76.856549983865989 8.0094472120981681 20.693407692262554 18.140845584552153 leaf_count=1630 102 210 322 internal_value=0 0.000146484 -5.37827e-05 internal_weight=0 28.7029 94.9974 internal_count=2264 312 1952 is_linear=0 shrinkage=0.000439788 Tree=5284 num_leaves=4 num_cat=0 split_feature=15 133 14 split_gain=3.75144 3.94748 1.24161 threshold=-0.24297999999999997 -0.085929999999999992 -0.24758499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5838501822651793e-05 0.00016883527665799764 -7.1137891939909023e-05 0.00040919829427519448 leaf_weight=3.8831953046028502 15.452841401951444 92.661995153233875 4.883104461769106 leaf_count=67 336 1754 112 internal_value=0 -3.68148e-05 0.000262016 internal_weight=0 108.115 8.7663 internal_count=2269 2090 179 is_linear=0 shrinkage=0.000439788 Tree=5285 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=3.82133 4.99976 4.23696 threshold=0.27467500000000006 1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4808854498919194e-05 0.00032705766694251555 0.00044201933849094782 -0.00015177149640758836 leaf_weight=98.281710470873804 11.67280465969816 3.8955524023622266 5.134496230602962 leaf_count=2000 169 21 79 internal_value=0 -4.54068e-05 0.000180773 internal_weight=0 102.177 16.8073 internal_count=2269 2021 248 is_linear=0 shrinkage=0.000439788 Tree=5286 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=3.75213 3.76074 1.26577 threshold=-0.24297999999999997 -0.23723499999999997 -0.24758499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3417243346746364e-05 -0.00052610235017626513 -2.4019334969826306e-05 0.00040928272037484941 leaf_weight=3.9077326658298261 2.9471400794573119 106.04813983248459 4.8902402591484115 leaf_count=67 34 2056 112 internal_value=0 -3.7685e-05 0.000260586 internal_weight=0 108.995 8.79797 internal_count=2269 2090 179 is_linear=0 shrinkage=0.000439788 Tree=5287 num_leaves=4 num_cat=0 split_feature=133 15 130 split_gain=3.67952 6.09475 3.87895 threshold=-0.085929999999999992 -0.090289999999999995 -0.082104999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.029455629848588929 0.0050924541161247259 -0.0064812609343000115 0.003199673957016225 leaf_weight=3.6627918118610969 35.631519161746837 63.933956573360774 12.26907453194144 leaf_count=16 475 1436 342 internal_value=0 -0.00233919 0.00926404 internal_weight=0 99.5655 15.9319 internal_count=2269 1911 358 is_linear=0 shrinkage=0.0224292 Tree=5288 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=4.40067 3.31983 0.79406 threshold=1.0000000180025095e-35 -0.25061999999999995 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01404894686942261 -0.010129224709458602 0.00023763346708882536 -0.029377106926954992 leaf_weight=9.5195436580106598 1.8995754655479684 106.63135609330493 2.566918614851601 leaf_count=180 158 1863 48 internal_value=0 0.00137171 -0.021269 internal_weight=0 116.151 4.46649 internal_count=2249 2043 206 is_linear=0 shrinkage=0.0224292 Tree=5289 num_leaves=4 num_cat=0 split_feature=1456 52 13 split_gain=4.21095 3.54749 0.822729 threshold=1.0000000180025095e-35 -0.5138299999999999 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046551739408989183 -0.00018899347991456299 3.815553403194228e-05 -0.00057169316172478511 leaf_weight=2.7507119350193525 1.9371020770922767 115.06508724201922 2.5365668945087227 leaf_count=154 158 1889 48 internal_value=0 2.63225e-05 -0.000407491 internal_weight=0 117.816 4.47367 internal_count=2249 2043 206 is_linear=0 shrinkage=0.000439788 Tree=5290 num_leaves=4 num_cat=0 split_feature=1456 52 13 split_gain=4.24835 3.45509 0.789793 threshold=1.0000000180025095e-35 -0.42890999999999996 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019470488775925429 -0.0099309086855858507 0.0020606221814365314 -0.029211222318473437 leaf_weight=3.8598825291119274 1.893417264713207 112.23041797486439 2.523227420031616 leaf_count=194 158 1849 48 internal_value=0 0.00134165 -0.0210241 internal_weight=0 116.09 4.41664 internal_count=2249 2043 206 is_linear=0 shrinkage=0.0224292 Tree=5291 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=4.05891 3.90236 0.770053 threshold=1.0000000180025095e-35 -0.25061999999999995 -0.0055049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028561814455278274 -0.00019537423984628127 -7.6838954686038579e-07 -0.00056312564057011359 leaf_weight=10.031251009466358 2.009708780577057 109.09678578481544 2.5005363442178341 leaf_count=180 158 1863 48 internal_value=0 2.33889e-05 -0.000400774 internal_weight=0 119.128 4.51025 internal_count=2249 2043 206 is_linear=0 shrinkage=0.000439788 Tree=5292 num_leaves=4 num_cat=0 split_feature=0 43 16 split_gain=5.09005 6.05974 4.98767 threshold=-0.13314999999999996 0.076795000000000016 -0.33762999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0052654267036189887 -0.0050107163766531081 0.010965144995786618 0.012932373012428404 leaf_weight=10.36730860872194 62.639091382872721 14.738511485636989 28.041743539586605 leaf_count=131 1714 225 200 internal_value=0 -0.00196576 0.00802028 internal_weight=0 77.3776 38.4091 internal_count=2270 1939 331 is_linear=0 shrinkage=0.0224292 Tree=5293 num_leaves=4 num_cat=0 split_feature=0 1 157 split_gain=4.91353 6.20907 4.76565 threshold=-0.13314999999999996 0.11634000000000001 -0.028564999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045577386629289482 -9.1503490130072224e-05 0.00024061219058072836 7.5832574390290717e-05 leaf_weight=8.0464222820010018 65.585779291162908 13.035355287953278 30.703806517209159 leaf_count=39 1714 225 292 internal_value=0 -3.63938e-05 0.000154912 internal_weight=0 78.6211 38.7502 internal_count=2270 1939 331 is_linear=0 shrinkage=0.000439788 Tree=5294 num_leaves=4 num_cat=0 split_feature=3 15 47 split_gain=5.28707 5.45105 4.76542 threshold=-0.059315 0.15100500000000003 0.092710000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010656242159550213 0.00018449369298075935 0.00039658347569185114 -0.00011159289011613775 leaf_weight=53.794722359358275 46.808468115203141 4.4953171722590914 13.54342802200699 leaf_count=1616 533 15 106 internal_value=0 -6.76428e-05 0.000118035 internal_weight=0 58.29 60.3519 internal_count=2270 1631 639 is_linear=0 shrinkage=0.000439788 Tree=5295 num_leaves=4 num_cat=0 split_feature=0 1 157 split_gain=4.87988 6.05275 4.85878 threshold=-0.13314999999999996 0.11634000000000001 -0.028564999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023407010238708007 -0.0047182434448704846 0.012145868943239881 0.0037592421063176772 leaf_weight=7.9864951838389961 64.542252333783836 12.816478149645262 30.335949891974451 leaf_count=39 1714 225 292 internal_value=0 -0.00192196 0.0078635 internal_weight=0 77.3587 38.3224 internal_count=2270 1939 331 is_linear=0 shrinkage=0.0224292 Tree=5296 num_leaves=4 num_cat=0 split_feature=1 52 159 split_gain=4.55964 6.2738 3.08032 threshold=0.104035 0.093630000000000005 0.075610000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019555422877934815 0.0018098253399829987 -0.019919346644302033 0.01822059346724117 leaf_weight=66.217544252038351 30.570649405359291 11.457539880622788 7.070503096561878 leaf_count=1371 351 392 139 internal_value=0 -0.00460955 0.00490009 internal_weight=0 77.6751 37.6412 internal_count=2253 1763 490 is_linear=0 shrinkage=0.0224292 Tree=5297 num_leaves=4 num_cat=0 split_feature=1 52 159 split_gain=4.79781 5.98017 3.05101 threshold=0.104035 0.093630000000000005 0.075610000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8592821291967241e-05 4.0937873893981001e-05 -0.00038116066520547644 0.00035821671458170415 leaf_weight=66.997602421812189 31.021171049651457 11.538346558452757 7.2107066084863609 leaf_count=1371 351 392 139 internal_value=0 -8.90026e-05 0.000100927 internal_weight=0 78.5359 38.2319 internal_count=2253 1763 490 is_linear=0 shrinkage=0.000439788 Tree=5298 num_leaves=4 num_cat=0 split_feature=1 52 159 split_gain=4.36979 6.02893 2.99905 threshold=0.104035 0.093630000000000005 0.075610000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019124406897166864 0.0017754919300214229 -0.019556339783996211 0.018053125925003338 leaf_weight=66.214347668195842 30.563994457828812 11.405586939577914 6.9802999514504327 leaf_count=1371 351 392 139 internal_value=0 -0.00450923 0.0048095 internal_weight=0 77.6199 37.5443 internal_count=2253 1763 490 is_linear=0 shrinkage=0.0224292 Tree=5299 num_leaves=4 num_cat=0 split_feature=1 52 159 split_gain=4.38803 5.8595 2.95812 threshold=0.104035 0.093630000000000005 0.075610000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6140129437616302e-05 3.7234779115033221e-05 -0.00037562834995234892 0.00035170239455033914 leaf_weight=67.160678559979715 31.016456557408674 11.502000442407732 7.0949362321989602 leaf_count=1371 351 392 139 internal_value=0 -8.5859e-05 9.59238e-05 internal_weight=0 78.6627 38.1114 internal_count=2253 1763 490 is_linear=0 shrinkage=0.000439788 Tree=5300 num_leaves=4 num_cat=0 split_feature=0 47 4 split_gain=4.36044 5.12732 3.27342 threshold=-0.061994999999999995 0.087235000000000021 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7999267328291838e-05 -8.1742283302045496e-05 -0.00024085627504744607 0.00023824430018361907 leaf_weight=71.385353870300605 8.1167455711401981 16.963691650627879 25.831742554000812 leaf_count=1583 122 233 309 internal_value=0 -2.36639e-05 0.000161736 internal_weight=0 88.349 33.9485 internal_count=2247 1816 431 is_linear=0 shrinkage=0.000439788 Tree=5301 num_leaves=4 num_cat=0 split_feature=0 47 4 split_gain=4.43955 5.1562 3.19228 threshold=-0.061994999999999995 0.087235000000000021 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8008739408477382e-05 -7.7374509524227262e-05 -0.00024141127847716407 0.00023861444984967254 leaf_weight=71.706588054235908 8.1110152606852335 16.975482270499924 25.89816115188296 leaf_count=1583 122 233 309 internal_value=0 -2.36044e-05 0.000163252 internal_weight=0 88.6821 34.0092 internal_count=2247 1816 431 is_linear=0 shrinkage=0.000439788 Tree=5302 num_leaves=4 num_cat=0 split_feature=0 47 4 split_gain=4.0937 5.27748 3.04223 threshold=-0.061994999999999995 0.087235000000000021 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015606663020516786 -0.0039539228072301997 -0.012437745894922464 0.011902412648941192 leaf_weight=70.40500652335686 7.9958018332254133 16.757295238610823 25.375449899816886 leaf_count=1583 122 233 309 internal_value=0 -0.00113272 0.00810312 internal_weight=0 87.1623 33.3713 internal_count=2247 1816 431 is_linear=0 shrinkage=0.0224292 Tree=5303 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=3.9252 5.05007 3.00544 threshold=-0.061994999999999995 0.087235000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015255756558780779 0.016786576812831445 -0.012174976536433573 0.0028052766993632411 leaf_weight=70.409372242789686 12.217453760240458 16.735659325640881 21.050009534577839 leaf_count=1583 195 233 236 internal_value=0 -0.00110762 0.00794658 internal_weight=0 87.145 33.2675 internal_count=2247 1816 431 is_linear=0 shrinkage=0.0224292 Tree=5304 num_leaves=4 num_cat=0 split_feature=1 132 15 split_gain=2.72519 5.78192 4.47408 threshold=0.077765000000000015 0.083225000000000007 0.088495000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0280225046745645e-05 0.00010025843099425323 -0.00060087194917300571 -0.00024889707081245669 leaf_weight=35.737435962691961 73.73330083455221 3.6381294945022082 7.8359748472576021 leaf_count=1068 856 128 210 internal_value=0 -7.41896e-05 6.66663e-05 internal_weight=0 39.3756 81.5693 internal_count=2262 1196 1066 is_linear=0 shrinkage=0.000439788 Tree=5305 num_leaves=4 num_cat=0 split_feature=1 132 15 split_gain=2.52535 5.76614 4.35348 threshold=0.077765000000000015 0.083225000000000007 0.088495000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7137805413103116e-05 9.7983326869803916e-05 -0.00059852679482816135 -0.00024481613543550062 leaf_weight=35.709946537521319 73.83368987160793 3.616371600131969 7.9171217241673721 leaf_count=1068 856 128 210 internal_value=0 -7.08657e-05 6.47357e-05 internal_weight=0 39.3263 81.7508 internal_count=2262 1196 1066 is_linear=0 shrinkage=0.000439788 Tree=5306 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=2.50725 6.93101 4.86996 threshold=-0.074459999999999985 -0.00051499999999999994 0.092010000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077670493150595364 -0.018596932568352372 0.0012643222735821387 -0.015523789995470785 leaf_weight=40.606143981443893 10.255848718581545 63.242453321880021 5.0632753438549107 leaf_count=802 555 814 91 internal_value=0 -0.0015112 0.00517943 internal_weight=0 73.4983 45.6694 internal_count=2262 1369 893 is_linear=0 shrinkage=0.0224292 Tree=5307 num_leaves=4 num_cat=0 split_feature=1 132 15 split_gain=2.69114 5.76534 4.4569 threshold=0.077765000000000015 0.083225000000000007 0.088495000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1231707641988664e-05 9.8671133621191468e-05 -0.0006002554582802878 -0.00024740989206771996 leaf_weight=35.874851439304621 73.635293762898073 3.6469443319074335 7.9583997387089758 leaf_count=1068 856 128 210 internal_value=0 -7.49262e-05 6.48655e-05 internal_weight=0 39.5218 81.5937 internal_count=2262 1196 1066 is_linear=0 shrinkage=0.000439788 Tree=5308 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=3.59956 5.86599 threshold=-0.097394999999999982 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041440999942558967 4.5611573771745896e-05 -0.00051764809900938858 leaf_weight=3.6462559166830024 114.95165845479642 3.671878500848833 leaf_count=46 2188 78 internal_value=0 2.80959e-05 internal_weight=0 118.624 internal_count=2312 2266 is_linear=0 shrinkage=0.000439788 Tree=5309 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=3.66552 5.77256 threshold=-0.097394999999999982 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021453580169302957 0.0022369790271621211 -0.026598417301581689 leaf_weight=3.6383595089428118 113.34488457609041 3.5845408275272339 leaf_count=46 2188 78 internal_value=0 0.00134882 internal_weight=0 116.929 internal_count=2312 2266 is_linear=0 shrinkage=0.0224292 Tree=5310 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=3.49768 5.58306 threshold=-0.097394999999999982 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020935237854662118 0.0021869285204288665 -0.026351877404614449 leaf_weight=3.6452107671648255 113.33900007392367 3.5376375267078393 leaf_count=46 2188 78 internal_value=0 0.00131895 internal_weight=0 116.877 internal_count=2312 2266 is_linear=0 shrinkage=0.0224292 Tree=5311 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=3.33766 5.39877 threshold=-0.097394999999999982 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020430314653405907 0.0021379929156723691 -0.026101535190658668 leaf_weight=3.6519150545354924 113.33338817756521 3.4921597679203833 leaf_count=46 2188 78 internal_value=0 0.00128973 internal_weight=0 116.826 internal_count=2312 2266 is_linear=0 shrinkage=0.0224292 Tree=5312 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=4.31489 5.98585 1.8617 threshold=0.18829500000000002 0.14114500000000005 0.11438000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2208075909928093e-06 -0.00049969088574520982 0.00052959703881849684 2.8868433847359285e-05 leaf_weight=112.46267570319469 4.5599388808041104 4.2866146878805003 1.7909769623074678 leaf_count=2031 236 28 21 internal_value=0 2.07043e-05 -0.000350996 internal_weight=0 116.749 6.35092 internal_count=2316 2059 257 is_linear=0 shrinkage=0.000439788 Tree=5313 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=4.28837 5.86042 1.88479 threshold=0.18829500000000002 0.14114500000000005 0.11438000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.669878801920111e-06 -0.00049882075494471273 0.00052772306733655171 3.2554929165018872e-05 leaf_weight=112.1715134392216 4.5320781073351091 4.2658753949217489 1.7992169375065712 leaf_count=2031 236 28 21 internal_value=0 2.29528e-05 -0.000348171 internal_weight=0 116.437 6.3313 internal_count=2316 2059 257 is_linear=0 shrinkage=0.000439788 Tree=5314 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=4.40328 6.01908 1.73854 threshold=0.18829500000000002 0.14114500000000005 0.11438000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2282136105782145e-06 -0.00050179672057044889 0.00053305505234627017 1.3426956867161198e-05 leaf_weight=110.88495237473398 4.4787681053858241 4.2723545529297544 1.7619618265889583 leaf_count=2031 236 28 21 internal_value=0 2.20071e-05 -0.000356735 internal_weight=0 115.157 6.24073 internal_count=2316 2059 257 is_linear=0 shrinkage=0.000439788 Tree=5315 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=4.31545 6.02998 1.76317 threshold=0.18829500000000002 0.14114500000000005 0.11438000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012210173958805882 -0.025616614666303415 0.027305094973217457 0.0010166946125925857 leaf_weight=109.53146576329891 4.4165375579686943 4.2461179051315403 1.7394106984138487 leaf_count=2031 236 28 21 internal_value=0 0.00114097 -0.0181113 internal_weight=0 113.778 6.15595 internal_count=2316 2059 257 is_linear=0 shrinkage=0.0224292 Tree=5316 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=3.28701 4.28437 threshold=0.089295000000000013 0.082295000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021785031893402718 -0.0215863125867971 0.0084906152609247349 leaf_weight=92.526614984490152 3.6397758699022225 23.786070096539333 leaf_count=1969 48 284 internal_value=0 4.37826e-06 internal_weight=0 116.313 internal_count=2301 2253 is_linear=0 shrinkage=0.0224292 Tree=5317 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=3.16174 4.19628 threshold=0.089295000000000013 0.082295000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1423827287303637e-05 -0.00041430610066603202 0.00016434119907523845 leaf_weight=93.747792670706986 3.6429004956735289 24.076336523488862 leaf_count=1969 48 284 internal_value=0 6.42276e-07 internal_weight=0 117.824 internal_count=2301 2253 is_linear=0 shrinkage=0.000439788 Tree=5318 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=3.09671 4.22714 threshold=0.089295000000000013 0.082295000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.3509663377762098e-05 -0.00041166516862815519 0.00016328652251902209 leaf_weight=93.920705487744272 3.6505131694721049 23.984258060139837 leaf_count=1969 48 284 internal_value=0 -1.4235e-06 internal_weight=0 117.905 internal_count=2301 2253 is_linear=0 shrinkage=0.000439788 Tree=5319 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=3.04822 3.56269 threshold=0.076175000000000007 -0.10023499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.2984096762512299e-05 -0.00040897330739821656 -6.2672229762432888e-05 leaf_weight=47.774850183690432 3.6077588080952401 70.213369211858662 leaf_count=394 73 1834 internal_value=0 3.59734e-07 internal_weight=0 117.988 internal_count=2301 2228 is_linear=0 shrinkage=0.000439788 Tree=5320 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.27381 6.61965 threshold=-0.28286499999999998 0.23993500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053992194450817594 -8.210690138732706e-05 0.00018790841297372551 leaf_weight=3.2577106164098941 91.771580113985692 21.69657708905288 leaf_count=50 1915 300 internal_value=0 -3.04536e-05 internal_weight=0 113.468 internal_count=2265 2215 is_linear=0 shrinkage=0.000439788 Tree=5321 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=4.0798 4.84001 threshold=0.076175000000000007 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020501960177887049 -0.00050471637492617181 -6.3656477958318243e-05 leaf_weight=14.921420848921114 3.5662124403097542 98.221590739078238 leaf_count=266 81 1918 internal_value=0 -2.81946e-05 internal_weight=0 113.143 internal_count=2265 2184 is_linear=0 shrinkage=0.000439788 Tree=5322 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.34409 6.50399 threshold=-0.28286499999999998 0.23993500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054305000307388262 -8.0563480936400819e-05 0.00018853293673543213 leaf_weight=3.2526511085816301 90.509782166165678 21.47856727350154 leaf_count=50 1915 300 internal_value=0 -2.89294e-05 internal_weight=0 111.988 internal_count=2265 2215 is_linear=0 shrinkage=0.000439788 Tree=5323 num_leaves=4 num_cat=0 split_feature=3 1 3 split_gain=4.61951 7.5526 3.71413 threshold=0.11932000000000002 0.10491000000000002 0.15015500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043965298135433357 -0.028887387227553539 0.0094514171431044521 -0.0036923369412889652 leaf_weight=74.781084947226191 5.5394709077663702 26.933328969054855 6.2701473035267554 leaf_count=1755 44 351 115 internal_value=0 -0.000728596 -0.015538 internal_weight=0 101.714 11.8096 internal_count=2265 2106 159 is_linear=0 shrinkage=0.0224292 Tree=5324 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.64384 4.17743 threshold=-0.50913499999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017711658331478843 -0.020499297309280538 0.00012264740237477966 leaf_weight=5.5963352119433685 5.1491598963038987 112.73894512579864 leaf_count=44 113 2150 internal_value=0 -0.000781259 internal_weight=0 117.888 internal_count=2307 2263 is_linear=0 shrinkage=0.0224292 Tree=5325 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.49102 4.01143 threshold=-0.50913499999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01735773165349563 -0.020130812032178126 0.0001198974780493794 leaf_weight=5.5829072069027452 5.1264179863501331 112.73845229764265 leaf_count=44 113 2150 internal_value=0 -0.000764005 internal_weight=0 117.865 internal_count=2307 2263 is_linear=0 shrinkage=0.0224292 Tree=5326 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=3.39389 4.15594 threshold=-0.50913499999999989 0.094695000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003345965283399015 -8.685632573568415e-05 7.7990462195147285e-05 leaf_weight=5.6167764020501627 67.461939273540338 52.646751980588306 leaf_count=44 1577 686 internal_value=0 -1.45988e-05 internal_weight=0 120.109 internal_count=2307 2263 is_linear=0 shrinkage=0.000439788 Tree=5327 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.34264 3.85017 threshold=-0.50913499999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017004543396172408 -0.019755391057865709 0.00011744721563965853 leaf_weight=5.5704030635533845 5.1083010856527826 112.77572071781833 leaf_count=44 113 2150 internal_value=0 -0.000746767 internal_weight=0 117.884 internal_count=2307 2263 is_linear=0 shrinkage=0.0224292 Tree=5328 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.07206 6.59163 threshold=-0.035729999999999991 0.041935000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044940918569238216 -2.5611392873491592e-05 0.00028123175110519741 leaf_weight=3.7375417263247064 100.24224733049414 15.636216509446966 leaf_count=48 2058 184 internal_value=0 1.58324e-05 internal_weight=0 115.878 internal_count=2290 2242 is_linear=0 shrinkage=0.000439788 Tree=5329 num_leaves=4 num_cat=0 split_feature=151 4 15 split_gain=3.67561 4.83203 2.85838 threshold=-0.024429999999999997 0.27467500000000006 -0.11406499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009749905421285043 -0.0040094971547362836 0.011428791281619543 0.01058978745533039 leaf_weight=4.0959750839974758 79.522674168096273 11.680466531863201 22.462866615118401 leaf_count=59 1703 205 323 internal_value=0 -0.00203032 0.0074482 internal_weight=0 91.2031 26.5588 internal_count=2290 1908 382 is_linear=0 shrinkage=0.0224292 Tree=5330 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.12909 6.44328 threshold=-0.035729999999999991 0.041935000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02313015528258542 -0.0012447728827884026 0.014347890879063786 leaf_weight=3.7062858124263576 98.462769289348216 15.400339881045509 leaf_count=48 2058 184 internal_value=0 0.000866235 internal_weight=0 113.863 internal_count=2290 2242 is_linear=0 shrinkage=0.0224292 Tree=5331 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.82439 6.18117 threshold=-0.035729999999999991 0.041935000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043393431978690352 -2.4059115415913004e-05 0.00027396838428720734 leaf_weight=3.7520809685811392 99.81123756971283 15.538628544076344 leaf_count=48 2058 184 internal_value=0 1.61265e-05 internal_weight=0 115.35 internal_count=2290 2242 is_linear=0 shrinkage=0.000439788 Tree=5332 num_leaves=4 num_cat=0 split_feature=1 454 159 split_gain=3.3163 4.38575 3.10103 threshold=0.10384000000000002 1.0000000180025095e-35 0.077610000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4809268236191785e-05 5.7379462179701249e-05 0.00038950349898371072 0.00038512503337724151 leaf_weight=80.16349080283544 33.857880907773506 4.3129284181632093 6.6696905799326478 leaf_count=1747 385 21 137 internal_value=0 -4.15316e-05 0.000111473 internal_weight=0 84.4764 40.5276 internal_count=2290 1768 522 is_linear=0 shrinkage=0.000439788 Tree=5333 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=3.52599 7.58161 5.1056 threshold=0.077765000000000015 0.030370000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031768429597504118 0.00011485920423629729 -0.00025346413894491104 1.2199335107450032e-05 leaf_weight=13.637569839076603 71.45583492230071 12.71664014586713 27.039743489323882 leaf_count=568 808 287 627 internal_value=0 5.91687e-05 -9.84953e-05 internal_weight=0 84.1725 40.6773 internal_count=2290 1095 1195 is_linear=0 shrinkage=0.000439788 Tree=5334 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=3.17361 4.68781 3.57943 threshold=0.27467500000000006 -0.097839999999999996 -0.23081999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004122611082616197 -0.00017918585730177376 -6.4925323587347976e-05 0.00028926766196872154 leaf_weight=4.1203871481120578 4.3054537307471028 104.6538132138885 11.675421157735398 leaf_count=31 32 2000 227 internal_value=0 -4.67802e-05 0.000162997 internal_weight=0 108.774 15.9809 internal_count=2290 2031 259 is_linear=0 shrinkage=0.000439788 Tree=5335 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.18694 5.25922 threshold=-0.085949999999999985 0.097415000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0090721168474225851 0.0027415117819771999 -0.02263829101062562 leaf_weight=15.734354447340591 103.09476756245567 4.2588641031761645 leaf_count=134 1948 208 internal_value=0 0.00173081 internal_weight=0 107.354 internal_count=2290 2156 is_linear=0 shrinkage=0.0224292 Tree=5336 num_leaves=4 num_cat=0 split_feature=12 1 48 split_gain=3.34284 5.14374 3.93544 threshold=0.092355000000000007 0.12958500000000003 -0.085909999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018007877570498279 -0.0097172341152480246 0.020203735466245275 0.0039922474398148876 leaf_weight=4.2583106448873869 23.026715598876766 3.2867800454841918 93.755748695646616 leaf_count=52 666 39 1560 internal_value=0 -0.00596791 0.00303311 internal_weight=0 26.3135 98.0141 internal_count=2317 705 1612 is_linear=0 shrinkage=0.0224292 Tree=5337 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=4.15259 3.81458 threshold=-0.41249499999999995 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024546816653788155 0.02325244555831053 0.0010213240541183954 leaf_weight=3.0771075203811042 3.9969813530333331 117.15312317959251 leaf_count=43 21 2253 internal_value=0 0.00175832 internal_weight=0 121.15 internal_count=2317 2274 is_linear=0 shrinkage=0.0224292 Tree=5338 num_leaves=4 num_cat=0 split_feature=12 1 48 split_gain=3.20213 4.94617 3.75759 threshold=0.092355000000000007 0.12958500000000003 -0.085909999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017609034562851473 -0.009553154578610808 0.019904847784438625 0.0038807944011542981 leaf_weight=4.2615606263279906 22.958968297403775 3.2581541609251863 93.683302667323005 leaf_count=52 666 39 1560 internal_value=0 -0.00588042 0.00294253 internal_weight=0 26.2171 97.9449 internal_count=2317 705 1612 is_linear=0 shrinkage=0.0224292 Tree=5339 num_leaves=4 num_cat=0 split_feature=12 1 151 split_gain=3.16318 3.5973 3.04194 threshold=0.10713500000000002 0.12048000000000002 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018438915661542959 -0.022874981803720541 0.0084543677001519078 0.0026566409357602775 leaf_weight=3.5284056464079177 5.469041319243841 2.7641686162678525 112.30350945511236 leaf_count=47 167 41 2062 internal_value=0 -0.0123614 0.00201111 internal_weight=0 8.23321 115.832 internal_count=2317 208 2109 is_linear=0 shrinkage=0.0224292 Tree=5340 num_leaves=4 num_cat=0 split_feature=1 49 3 split_gain=2.94216 5.8937 4.3518 threshold=0.10752500000000002 -0.088014999999999996 0.11932000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019258594407012941 0.011172712159886543 0.00013030201327156955 -0.0075255808899725432 leaf_weight=8.7192255989648384 23.374043027113661 80.949167772090732 8.5352052286616509 leaf_count=87 297 1753 129 internal_value=0 -0.00175874 0.00616971 internal_weight=0 89.6684 31.9092 internal_count=2266 1840 426 is_linear=0 shrinkage=0.0224292 Tree=5341 num_leaves=3 num_cat=0 split_feature=12 151 split_gain=3.14965 3.12478 threshold=-0.12084499999999998 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024244962992468498 -0.019075073012106165 0.0015098402134577223 leaf_weight=2.5520134760590727 3.8142475643107892 115.11234674353909 leaf_count=66 50 2150 internal_value=0 0.000846679 internal_weight=0 118.927 internal_count=2266 2200 is_linear=0 shrinkage=0.0224292 Tree=5342 num_leaves=4 num_cat=0 split_feature=15 151 4 split_gain=2.77454 3.88276 2.58312 threshold=0.09167500000000002 -0.27336999999999995 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02143359637456382 -0.0163368453809031 0.0022095513214589351 0.0069723643611643267 leaf_weight=3.5944647847136357 8.6820356542375503 105.9072618131795 3.285926539450883 leaf_count=51 338 1863 14 internal_value=0 0.00142985 -0.00993615 internal_weight=0 109.502 11.968 internal_count=2266 1914 352 is_linear=0 shrinkage=0.0224292 Tree=5343 num_leaves=3 num_cat=0 split_feature=12 15 split_gain=2.99701 2.90331 threshold=-0.12084499999999998 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023599875099797756 0.0019890168571300277 -0.009699733973332049 leaf_weight=2.5639246721693771 106.96388097689487 11.858026237416196 leaf_count=66 1850 350 internal_value=0 0.000821148 internal_weight=0 118.822 internal_count=2266 2200 is_linear=0 shrinkage=0.0224292 Tree=5344 num_leaves=4 num_cat=0 split_feature=51 484 52 split_gain=3.76876 4.2331 3.69656 threshold=0.077225000000000016 -0.0048499999999999993 0.0031350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023238746842078602 0.0016445142838885745 -0.00092910169527678297 0.020180361726168494 leaf_weight=4.4752026832720722 15.946903831179954 89.1980012885615 8.1773901167034619 leaf_count=283 207 1632 126 internal_value=0 -0.00199945 0.00793858 internal_weight=0 93.6732 24.1243 internal_count=2248 1915 333 is_linear=0 shrinkage=0.0224292 Tree=5345 num_leaves=3 num_cat=0 split_feature=9 401 split_gain=3.95549 4.05462 threshold=0.084755000000000011 0.080190000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.734377062588133e-05 -0.0003494147237385413 -0.00038076098675773369 leaf_weight=109.07835432756474 5.8724065885180599 4.6594163773697792 leaf_count=1980 64 204 internal_value=0 2.01545e-05 internal_weight=0 113.738 internal_count=2248 2184 is_linear=0 shrinkage=0.000439788 Tree=5346 num_leaves=3 num_cat=0 split_feature=9 401 split_gain=4.06021 3.96401 threshold=0.084755000000000011 0.080190000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018563288009602057 -0.018192854624853833 -0.01954103458432295 leaf_weight=107.370155311899 5.8221917243208727 4.5206134323379947 leaf_count=1980 64 204 internal_value=0 0.000988646 internal_weight=0 111.891 internal_count=2248 2184 is_linear=0 shrinkage=0.0224292 Tree=5347 num_leaves=3 num_cat=0 split_feature=9 401 split_gain=3.87682 3.82917 threshold=0.084755000000000011 0.080190000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018148742656376087 -0.017767453500835785 -0.019335842359287755 leaf_weight=107.35997759923339 5.8282649784814557 4.4669295133207916 leaf_count=1980 64 204 internal_value=0 0.000966852 internal_weight=0 111.827 internal_count=2248 2184 is_linear=0 shrinkage=0.0224292 Tree=5348 num_leaves=4 num_cat=0 split_feature=484 15 12 split_gain=3.46822 5.44886 3.10249 threshold=-0.0048499999999999993 0.0038300000000000005 -0.094939999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022810626047133898 -0.013961831023949812 0.017607680205182129 0.0034467379302147681 leaf_weight=6.3300813775058469 5.3891117163875597 2.264760540710995 108.06682286746945 leaf_count=263 103 97 1787 internal_value=0 -0.0121449 0.00261763 internal_weight=0 8.59484 113.456 internal_count=2250 360 1890 is_linear=0 shrinkage=0.0224292 Tree=5349 num_leaves=4 num_cat=0 split_feature=484 15 12 split_gain=3.33238 5.25435 2.95947 threshold=-0.0048499999999999993 0.0038300000000000005 -0.094939999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022532338392521955 -0.013608900433516379 0.017191368626980643 0.003369719734709549 leaf_weight=6.2655004110638384 5.4051748027559361 2.2680029157781973 108.05807806078519 leaf_count=263 103 97 1787 internal_value=0 -0.0119599 0.00255874 internal_weight=0 8.5335 113.463 internal_count=2250 360 1890 is_linear=0 shrinkage=0.0224292 Tree=5350 num_leaves=4 num_cat=0 split_feature=50 15 2 split_gain=3.20225 3.32019 2.65012 threshold=0.10647500000000001 -0.25061999999999995 0.13712500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019029125617886573 -0.023091410420352714 0.0015001190152367637 0.0082932017925926773 leaf_weight=5.7004041109175878 4.5582852878796976 109.77613856300741 1.9101221730234099 leaf_count=147 212 1859 32 internal_value=0 0.00236843 -0.0138264 internal_weight=0 115.477 6.46841 internal_count=2250 2006 244 is_linear=0 shrinkage=0.0224292 Tree=5351 num_leaves=4 num_cat=0 split_feature=484 15 12 split_gain=3.14008 5.04524 2.8411 threshold=-0.0048499999999999993 0.0038300000000000005 -0.094939999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022173089097859953 -0.013376031357697032 0.016823952933995974 0.0032552109157117592 leaf_weight=6.1846582229336473 5.4084546856756779 2.2673129340837477 107.9354141596159 leaf_count=263 103 97 1787 internal_value=0 -0.0116975 0.0024595 internal_weight=0 8.45197 113.344 internal_count=2250 360 1890 is_linear=0 shrinkage=0.0224292 Tree=5352 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.57791 4.74452 threshold=-0.28286499999999998 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021665506959191567 0.028337552778163914 0.0015023978812573158 leaf_weight=3.2010795958631197 3.3982759979553512 110.19941538360217 leaf_count=49 18 2206 internal_value=0 0.0023098 internal_weight=0 113.598 internal_count=2273 2224 is_linear=0 shrinkage=0.0224292 Tree=5353 num_leaves=4 num_cat=0 split_feature=2 50 16 split_gain=3.29187 4.58507 0.489817 threshold=0.13754500000000003 0.10124500000000002 -0.072114999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00173045910369269 0.023688823999385676 -0.020171862344058634 0.010730417111881317 leaf_weight=105.70327752492449 3.2326394553529099 5.0183631805411997 2.77626871241955 leaf_count=1865 89 256 63 internal_value=0 0.000734449 0.0177547 internal_weight=0 110.722 6.00891 internal_count=2273 2121 152 is_linear=0 shrinkage=0.0224292 Tree=5354 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.43705 4.61163 threshold=-0.28286499999999998 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021332248772838094 0.028096592968090046 0.0014350742183885897 leaf_weight=3.1845128790955632 3.3444820949807754 110.06486250186936 leaf_count=49 18 2206 internal_value=0 0.00222593 internal_weight=0 113.409 internal_count=2273 2224 is_linear=0 shrinkage=0.0224292 Tree=5355 num_leaves=4 num_cat=0 split_feature=2 50 16 split_gain=3.31541 4.7571 0.504797 threshold=0.13754500000000003 0.10124500000000002 -0.072114999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2730970824315375e-05 0.00046143769676497843 -0.00039626450909332106 0.00020692203486140311 leaf_weight=107.61314162130293 3.2852309031004552 5.2239418969038516 2.8718913440825409 leaf_count=1865 89 256 63 internal_value=0 1.28064e-05 0.00034373 internal_weight=0 112.837 6.15712 internal_count=2273 2121 152 is_linear=0 shrinkage=0.000439788 Tree=5356 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=4.98568 3.41999 3.13979 threshold=0.27467500000000006 -0.094869999999999996 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034786766524202047 0.015361929078809046 -0.0074255024984003761 -0.0056593013358210648 leaf_weight=17.872104091627989 10.510392617841715 75.775849206205748 5.3991667179798233 leaf_count=206 163 1801 85 internal_value=0 -0.00534423 0.0082298 internal_weight=0 93.648 15.9096 internal_count=2255 2007 248 is_linear=0 shrinkage=0.0224292 Tree=5357 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=4.78134 3.27323 3.03987 threshold=0.27467500000000006 -0.094869999999999996 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034033429829413478 0.015188962719349611 -0.0072689728482787626 -0.0055246801559095619 leaf_weight=17.858554082689807 10.393206060689407 75.673002187191742 5.4070539365347932 leaf_count=206 163 1801 85 internal_value=0 -0.00523096 0.00810237 internal_weight=0 93.5316 15.8003 internal_count=2255 2007 248 is_linear=0 shrinkage=0.0224292 Tree=5358 num_leaves=4 num_cat=0 split_feature=13 12 52 split_gain=3.94575 5.48385 2.36607 threshold=-0.094869999999999996 -0.077034999999999978 0.0084900000000000028 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098907818901351006 0.0098797464922184258 -0.0074488387647296869 -0.0064286652209877386 leaf_weight=15.725168528733777 10.419660608691627 76.741715940715949 6.2257716002932275 leaf_count=175 182 1790 108 internal_value=0 -0.00537559 0.00526066 internal_weight=0 87.1614 21.9509 internal_count=2255 1972 283 is_linear=0 shrinkage=0.0224292 Tree=5359 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=4.73417 3.13337 2.89701 threshold=0.27467500000000006 -0.094869999999999996 0.11429000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5045353295956954e-05 0.0002944549300111996 -0.00013812102731682168 -9.7614719058529385e-05 leaf_weight=18.145412443380337 10.507089940540029 76.694816602699575 5.5642637822893439 leaf_count=206 163 1801 85 internal_value=0 -9.92447e-05 0.000158757 internal_weight=0 94.8402 16.0714 internal_count=2255 2007 248 is_linear=0 shrinkage=0.000439788 Tree=5360 num_leaves=4 num_cat=0 split_feature=4 1 16 split_gain=4.31572 7.49869 4.31019 threshold=-0.083954999999999988 0.095510000000000012 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027677476658726511 -0.00017477666146139474 8.282212396055928e-05 -6.4320431826858418e-05 leaf_weight=18.16100040708989 45.438641136821388 42.081763256224804 11.81634731183294 leaf_count=351 1197 562 133 internal_value=0 -5.09264e-05 0.000142368 internal_weight=0 87.5204 29.9773 internal_count=2243 1759 484 is_linear=0 shrinkage=0.000439788 Tree=5361 num_leaves=4 num_cat=0 split_feature=4 1 16 split_gain=4.33732 7.66141 4.15054 threshold=-0.083954999999999988 0.095510000000000012 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027331317771602702 -0.00017645126944656217 8.3196611828957812e-05 -6.1668557166786673e-05 leaf_weight=18.25667366090784 45.604657036958088 42.396867819828913 11.746009289636275 leaf_count=351 1197 562 133 internal_value=0 -5.13687e-05 0.000142212 internal_weight=0 88.0015 30.0027 internal_count=2243 1759 484 is_linear=0 shrinkage=0.000439788 Tree=5362 num_leaves=4 num_cat=0 split_feature=4 1 16 split_gain=4.40346 6.86155 4.2957 threshold=-0.083954999999999988 0.095510000000000012 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014246891888023581 -0.0087843218380384801 0.0038883209684627143 -0.0032311782236098133 leaf_weight=17.855963087626154 44.750951724661718 41.32620188058354 11.697542256559244 leaf_count=351 1197 562 133 internal_value=0 -0.00270059 0.00733129 internal_weight=0 86.0772 29.5535 internal_count=2243 1759 484 is_linear=0 shrinkage=0.0224292 Tree=5363 num_leaves=4 num_cat=0 split_feature=4 2 16 split_gain=4.10751 4.18285 4.05796 threshold=-0.083954999999999988 0.088485000000000022 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027073117256024151 -0.00015777017430255796 3.6343421514679288e-05 -6.0950118866347264e-05 leaf_weight=18.099919480206157 38.223353669924109 48.944366495525173 11.758110949071122 leaf_count=351 862 897 133 internal_value=0 -4.8792e-05 0.000140159 internal_weight=0 87.1677 29.858 internal_count=2243 1759 484 is_linear=0 shrinkage=0.000439788 Tree=5364 num_leaves=4 num_cat=0 split_feature=128 3 43 split_gain=3.91326 3.376 0.269866 threshold=1.0000000180025095e-35 -0.15480499999999997 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011605758760453127 -0.027958603107262121 -0.0013227779269884099 -0.016038564291742014 leaf_weight=11.306153190322219 2.120486022089608 98.810835866239358 1.9389288996935636 leaf_count=133 39 1946 142 internal_value=0 6.42831e-06 -0.0223669 internal_weight=0 110.117 4.05941 internal_count=2260 2079 181 is_linear=0 shrinkage=0.0224292 Tree=5365 num_leaves=4 num_cat=0 split_feature=128 1 43 split_gain=3.7812 3.35257 0.262938 threshold=1.0000000180025095e-35 0.077765000000000015 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057072778546264297 -0.027646510804263547 0.0026870518537304047 -0.015821662070464256 leaf_weight=35.145615523575543 2.0968104583735112 74.931357317051152 1.9218813921906974 leaf_count=1087 39 992 142 internal_value=0 6.36692e-06 -0.022093 internal_weight=0 110.077 4.01869 internal_count=2260 2079 181 is_linear=0 shrinkage=0.0224292 Tree=5366 num_leaves=4 num_cat=0 split_feature=128 1 43 split_gain=3.71656 3.44511 0.257628 threshold=1.0000000180025095e-35 0.077765000000000015 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001129990020205713 -0.00053469771650734325 5.2724214740532423e-05 -0.00030714242419569229 leaf_weight=35.613417800886964 2.1052547276485711 76.01071453365148 1.9767110015454807 leaf_count=1087 39 992 142 internal_value=0 -1.59667e-07 -0.000426446 internal_weight=0 111.624 4.08197 internal_count=2260 2079 181 is_linear=0 shrinkage=0.000439788 Tree=5367 num_leaves=4 num_cat=0 split_feature=128 1 16 split_gain=3.63488 3.52371 0.2527 threshold=1.0000000180025095e-35 0.077765000000000015 -0.105305 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011304176142170168 -0.0002685655222731979 5.4613233702432522e-05 -0.0005041445320572741 leaf_weight=35.619614500639727 1.447778120604198 75.834995319775771 2.61037063722324 leaf_count=1087 39 992 142 internal_value=0 1.02243e-06 -0.000421751 internal_weight=0 111.455 4.05815 internal_count=2260 2079 181 is_linear=0 shrinkage=0.000439788 Tree=5368 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=4.12006 3.40916 threshold=-0.39935999999999994 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029183915533567518 -0.0046335961394357063 0.0036021674784815988 leaf_weight=2.305232679751497 37.113296894454834 79.234687358664814 leaf_count=124 1098 1067 internal_value=0 0.000974751 internal_weight=0 116.348 internal_count=2289 2165 is_linear=0 shrinkage=0.0224292 Tree=5369 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=3.59144 6.94591 5.58923 threshold=1.0000000180025095e-35 0.10325000000000002 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3573843798267196e-05 0.00010840492419143666 -0.00054173141931738989 -0.00019767989089821504 leaf_weight=31.628811716251221 70.091367515829916 5.9254330952971932 13.793679123453328 leaf_count=955 815 217 302 internal_value=0 -0.000105564 5.80402e-05 internal_weight=0 37.5542 83.885 internal_count=2289 1172 1117 is_linear=0 shrinkage=0.000439788 Tree=5370 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=4.0121 3.26479 threshold=-0.39935999999999994 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029071986884809921 -0.0045380432675136469 0.0035240562130287542 leaf_weight=2.2636766042414811 37.079763399386138 79.227249859744916 leaf_count=124 1098 1067 internal_value=0 0.00095346 internal_weight=0 116.307 internal_count=2289 2165 is_linear=0 shrinkage=0.0224292 Tree=5371 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=3.87549 3.34385 threshold=-0.39935999999999994 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056407689822534734 -9.0495329890641449e-05 6.8604451783460668e-05 leaf_weight=2.2362103336236023 37.474459180077247 80.193378406955162 leaf_count=124 1098 1067 internal_value=0 1.79284e-05 internal_weight=0 117.668 internal_count=2289 2165 is_linear=0 shrinkage=0.000439788 Tree=5372 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=3.13653 3.31222 2.92591 threshold=0.20019500000000004 0.10935500000000002 0.12486500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011467299412790872 -0.035877435152464415 0.0021710682933402206 0.021219712401420461 leaf_weight=111.79237420420395 2.3099285772623253 2.2714970407541841 3.7575883375247932 leaf_count=2101 115 23 33 internal_value=0 -0.017082 0.00180288 internal_weight=0 4.58143 115.55 internal_count=2272 138 2134 is_linear=0 shrinkage=0.0224292 Tree=5373 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=3.02497 3.25876 2.78458 threshold=0.20019500000000004 0.10935500000000002 0.12486500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2121107806847597e-05 -0.00069579296315315671 4.3626746180717806e-05 0.00040648382435783944 leaf_weight=113.3443798457447 2.3026656435395116 2.2854954975191504 3.7477682012831783 leaf_count=2101 115 23 33 internal_value=0 -0.000328812 3.44877e-05 internal_weight=0 4.58816 117.092 internal_count=2272 138 2134 is_linear=0 shrinkage=0.000439788 Tree=5374 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=3.01926 3.24016 2.81628 threshold=0.20019500000000004 0.10935500000000002 0.12486500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011206838681096689 -0.035665370971170784 0.0021243371590647497 0.02087879628096518 leaf_weight=111.82073819876678 2.271463306984514 2.2711542551405728 3.7320024020737028 leaf_count=2101 115 23 33 internal_value=0 -0.016842 0.00176215 internal_weight=0 4.54262 115.553 internal_count=2272 138 2134 is_linear=0 shrinkage=0.0224292 Tree=5375 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=2.99391 3.2005 threshold=0.057600000000000005 -0.077609999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011285563519389294 -0.018728117353535158 0.00022827785416137681 leaf_weight=15.120056195009964 3.7180522982380344 101.19329740491958 leaf_count=268 78 1926 internal_value=0 0.00166728 internal_weight=0 116.313 internal_count=2272 2194 is_linear=0 shrinkage=0.0224292 Tree=5376 num_leaves=3 num_cat=0 split_feature=147 4 split_gain=3.4259 5.51265 threshold=0.086575000000000013 -0.0013449999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003059884889894963 0.012074554181418421 -0.0070575179688211901 leaf_weight=60.538891827331099 10.261792933451941 49.008076440415607 leaf_count=1463 118 723 internal_value=0 -0.00146678 internal_weight=0 109.547 internal_count=2304 2186 is_linear=0 shrinkage=0.0224292 Tree=5377 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=2.94808 6.10012 5.62547 threshold=-0.082084999999999977 0.094405000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021313262436011421 -0.007809233654783039 0.0039472362752110256 0.009134303962501587 leaf_weight=3.421194200753237 47.853558760583837 41.391217333526583 27.128737705963431 leaf_count=115 1171 583 435 internal_value=0 -0.00235697 0.00571339 internal_weight=0 89.2448 30.5499 internal_count=2304 1754 550 is_linear=0 shrinkage=0.0224292 Tree=5378 num_leaves=3 num_cat=0 split_feature=147 51 split_gain=3.38767 5.293 threshold=0.086575000000000013 -0.24953999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00061065842123822576 0.00023566055141812292 -1.1370033834298906e-05 leaf_weight=2.9087285634450373 10.350848955276886 107.94107777911631 leaf_count=111 118 2075 internal_value=0 -2.7198e-05 internal_weight=0 110.85 internal_count=2304 2186 is_linear=0 shrinkage=0.000439788 Tree=5379 num_leaves=3 num_cat=0 split_feature=147 4 split_gain=3.47811 4.92295 threshold=0.086575000000000013 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012111807173239422 0.0002361765682830583 -8.561613934140128e-05 leaf_weight=30.702715003833873 10.459703595552126 81.049756768468797 leaf_count=544 118 1642 internal_value=0 -2.88073e-05 internal_weight=0 111.752 internal_count=2304 2186 is_linear=0 shrinkage=0.000439788 Tree=5380 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=3.35772 4.73171 4.41299 threshold=-0.082084999999999977 -0.085164999999999977 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5385065913160372e-05 -0.00028318846913645356 0.00058897750262174259 7.4798381494002226e-07 leaf_weight=26.864108775982462 12.24224851348117 3.7940068116586181 77.536328946789581 leaf_count=416 502 128 1230 internal_value=0 0.000130507 -3.80217e-05 internal_weight=0 30.6581 89.7786 internal_count=2276 544 1732 is_linear=0 shrinkage=0.000439788 Tree=5381 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=3.23873 4.99924 4.37042 threshold=-0.082084999999999977 -0.085164999999999977 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4762092700235916e-05 -0.00027837498079656627 0.00060521113881571557 4.3020384508569542e-06 leaf_weight=26.910884578443078 12.224594028477439 3.7567545472047632 77.78382436874017 leaf_count=416 502 128 1230 internal_value=0 0.000131302 -3.41409e-05 internal_weight=0 30.6676 90.0084 internal_count=2276 544 1732 is_linear=0 shrinkage=0.000439788 Tree=5382 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=3.5561 4.89361 4.2688 threshold=-0.082084999999999977 -0.085164999999999977 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0109780795256022e-05 -0.00027975661804739141 0.00060491828343662885 5.1293939381727494e-07 leaf_weight=26.79605214747426 12.13843955004995 3.7575633518426903 77.60643478601196 leaf_count=416 502 128 1230 internal_value=0 0.000136219 -3.74463e-05 internal_weight=0 30.5536 89.7449 internal_count=2276 544 1732 is_linear=0 shrinkage=0.000439788 Tree=5383 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=3.43722 5.28887 4.15928 threshold=-0.082084999999999977 -0.085164999999999977 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033168873536026247 -0.014256559751131432 0.03190032031453606 -6.9915498051716208e-06 leaf_weight=26.429102723042892 11.893999807107319 3.6962012233525448 76.334742003797146 leaf_count=416 502 128 1230 internal_value=0 0.00684189 -0.00193063 internal_weight=0 30.1253 88.2287 internal_count=2276 544 1732 is_linear=0 shrinkage=0.0224292 Tree=5384 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=2.92324 4.03757 3.67111 threshold=0.041935000000000007 -0.082134999999999986 0.083135000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0585854109506648e-05 -0.00016576656424165329 -0.00011945160380732266 0.0002511224463871737 leaf_weight=33.079010003282747 5.7150379718514186 62.366892300979089 14.213559880736282 leaf_count=716 79 1341 132 internal_value=0 -5.35887e-05 0.000131525 internal_weight=0 95.4459 19.9286 internal_count=2268 2057 211 is_linear=0 shrinkage=0.000439788 Tree=5385 num_leaves=4 num_cat=0 split_feature=52 3 1 split_gain=3.3515 4.37629 3.88372 threshold=-0.24600999999999998 0.10955000000000002 0.13840500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047096693334385079 -2.0564611012709377e-05 0.00023015167121263365 0.00036441452701223872 leaf_weight=6.4296971854346321 102.5955689344737 2.3358985427767038 5.3125347124878308 leaf_count=243 1907 14 104 internal_value=0 -0.000284035 -1.5502e-06 internal_weight=0 8.7656 107.908 internal_count=2268 257 2011 is_linear=0 shrinkage=0.000439788 Tree=5386 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=2.87524 4.12738 3.22803 threshold=0.041935000000000007 -0.082134999999999986 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036859900731307706 -0.0021933141964416876 -0.0061963738541918629 0.015966290635862492 leaf_weight=32.503250377318182 10.107101141940804 61.393238960608869 9.5767759743321204 leaf_count=716 102 1341 109 internal_value=0 -0.00277544 0.00664877 internal_weight=0 93.8965 19.6839 internal_count=2268 2057 211 is_linear=0 shrinkage=0.0224292 Tree=5387 num_leaves=4 num_cat=0 split_feature=52 3 1 split_gain=3.13716 4.5134 3.67287 threshold=-0.24600999999999998 0.10955000000000002 0.13840500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046820851915287565 -1.8381972305552216e-05 0.00024034860713865653 0.00035923061165779265 leaf_weight=6.3215802041813713 101.74760601378148 2.3820634502917528 5.219315542432013 leaf_count=243 1907 14 104 internal_value=0 -0.000274185 1.03967e-07 internal_weight=0 8.70364 106.967 internal_count=2268 257 2011 is_linear=0 shrinkage=0.000439788 Tree=5388 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=3.78151 3.97208 threshold=-0.47365999999999991 0.10661500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043588599900990378 1.4075476269936582e-05 -0.00023305895678601174 leaf_weight=3.6597420365724238 99.592673872706655 14.377812646678647 leaf_count=54 2052 143 internal_value=0 -1.71353e-05 internal_weight=0 113.97 internal_count=2249 2195 is_linear=0 shrinkage=0.000439788 Tree=5389 num_leaves=3 num_cat=0 split_feature=151 42 split_gain=3.81859 4.44943 threshold=0.056735000000000001 -0.17003499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.032127201760880651 -0.014511566403120204 0.0016776474177186591 leaf_weight=1.9768517150368996 8.550952928606419 105.08298300380193 leaf_count=65 94 2090 internal_value=0 0.00104783 internal_weight=0 107.06 internal_count=2249 2155 is_linear=0 shrinkage=0.0224292 Tree=5390 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=3.85062 3.97974 threshold=-0.47365999999999991 0.10661500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043671791001648468 1.1623193974410423e-05 -0.00023608755629228457 leaf_weight=3.6778835865552528 100.53864648535091 14.313476367387919 leaf_count=54 2052 143 internal_value=0 -1.92819e-05 internal_weight=0 114.852 internal_count=2249 2195 is_linear=0 shrinkage=0.000439788 Tree=5391 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=3.736 3.92418 threshold=-0.47365999999999991 0.10661500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043555938759741534 1.4729375557514555e-05 -0.00023141708930625628 leaf_weight=3.633255997177911 99.264972839064285 14.316898709745145 leaf_count=54 2052 143 internal_value=0 -1.63309e-05 internal_weight=0 113.582 internal_count=2249 2195 is_linear=0 shrinkage=0.000439788 Tree=5392 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=4.3165 4.4706 3.942 threshold=0.088425000000000017 0.13712500000000002 0.091305000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040582375505898759 -0.021421404155721087 0.01338961623403933 -0.011210594628552987 leaf_weight=99.019011352145753 7.4076896219412429 2.4596686880104244 9.2870001196570211 leaf_count=1622 361 38 237 internal_value=0 -0.0127348 0.00274722 internal_weight=0 9.86736 108.306 internal_count=2258 399 1859 is_linear=0 shrinkage=0.0224292 Tree=5393 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=4.42905 4.5437 3.57715 threshold=0.088425000000000017 0.13712500000000002 0.091305000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.50258231400233e-05 -0.00041518541551586156 0.00025884912172374004 -0.00020434671319154513 leaf_weight=101.81453875498846 7.8313392335912777 2.5523003437556326 9.6914711262215842 leaf_count=1622 361 38 237 internal_value=0 -0.000249337 5.07135e-05 internal_weight=0 10.3836 111.506 internal_count=2258 399 1859 is_linear=0 shrinkage=0.000439788 Tree=5394 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=4.16615 4.33613 3.76265 threshold=0.088425000000000017 0.13712500000000002 0.091305000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003963491323388287 -0.021240581997947271 0.01317657559414788 -0.010953632208322645 leaf_weight=99.053209309917293 7.3107294365254329 2.4449157878989354 9.2871475181891565 leaf_count=1622 361 38 237 internal_value=0 -0.0126062 0.00268306 internal_weight=0 9.75565 108.34 internal_count=2258 399 1859 is_linear=0 shrinkage=0.0224292 Tree=5395 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=4.0453 4.33494 3.48053 threshold=0.088425000000000017 0.13712500000000002 0.091305000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5422582298253341e-05 -0.00041107173483926447 0.00025883572806104045 -0.00020327427619125713 leaf_weight=100.21161802857387 7.3877048281974549 2.4838587323902175 9.4690733317111135 leaf_count=1622 361 38 237 internal_value=0 -0.000242337 5.13306e-05 internal_weight=0 9.87156 109.681 internal_count=2258 399 1859 is_linear=0 shrinkage=0.000439788 Tree=5396 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=4.76658 4.10287 2.48511 threshold=0.0095750000000000019 0.09202500000000001 0.086255000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9380283897367611e-05 -8.5521470643403871e-05 -0.00029968054377191099 0.00032152979465210652 leaf_weight=87.298746092525107 3.9263978414528529 11.403006929584079 11.013923997583332 leaf_count=1617 46 369 202 internal_value=0 -5.1815e-05 0.000214582 internal_weight=0 98.7018 14.9403 internal_count=2234 1986 248 is_linear=0 shrinkage=0.000439788 Tree=5397 num_leaves=4 num_cat=0 split_feature=39 1348 133 split_gain=4.48534 4.20707 1.85844 threshold=0.0095750000000000019 0.084620000000000015 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035951776251097393 0.0046961109151164564 0.019495584732031342 0.021355247098834386 leaf_weight=93.179316482975992 9.3663621704035886 4.1272147464333093 5.2550377897568969 leaf_count=1941 134 45 114 internal_value=0 -0.00261216 0.0107036 internal_weight=0 97.3065 14.6214 internal_count=2234 1986 248 is_linear=0 shrinkage=0.0224292 Tree=5398 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=4.70448 4.19367 2.50084 threshold=0.0095750000000000019 0.09202500000000001 0.086255000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6825725000384965e-05 -8.6006460042256029e-05 -0.00029832278179287648 0.00032038163069641253 leaf_weight=87.848378273691196 3.9626612353604278 11.567444283209623 11.132107292476574 leaf_count=1617 46 369 202 internal_value=0 -4.96301e-05 0.000213723 internal_weight=0 99.4158 15.0948 internal_count=2234 1986 248 is_linear=0 shrinkage=0.000439788 Tree=5399 num_leaves=4 num_cat=0 split_feature=39 1348 1 split_gain=4.52792 4.14208 2.47047 threshold=0.0095750000000000019 0.084620000000000015 0.086255000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9342756913233698e-05 -8.9218946077550975e-05 0.00037870792333257733 0.00031815144166023326 leaf_weight=94.338204572024551 3.9044902752211774 4.1481287796050301 10.871327985369133 leaf_count=1941 46 45 202 internal_value=0 -5.04016e-05 0.000210528 internal_weight=0 98.4863 14.7758 internal_count=2234 1986 248 is_linear=0 shrinkage=0.000439788 Tree=5400 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.69192 5.69826 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042903323974324029 0.00065834480951767788 -2.7554293671798584e-06 leaf_weight=2.7233240384412047 2.5591470958897835 115.00854577970676 leaf_count=123 15 2172 internal_value=0 1.17396e-05 internal_weight=0 117.568 internal_count=2310 2187 is_linear=0 shrinkage=0.000439788 Tree=5401 num_leaves=4 num_cat=0 split_feature=48 0 0 split_gain=3.19969 4.73126 4.71215 threshold=0.092805000000000012 -0.18817999999999999 -0.26595999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058528834643277201 -0.00019689332675213605 0.00025387706911306847 -4.8675880675530241e-05 leaf_weight=2.3029678370803586 5.941637713462117 18.435448517207988 96.865728819691867 leaf_count=17 31 226 2036 internal_value=0 0.000143939 -3.38437e-05 internal_weight=0 24.3771 99.1687 internal_count=2310 257 2053 is_linear=0 shrinkage=0.000439788 Tree=5402 num_leaves=4 num_cat=0 split_feature=48 160 0 split_gain=2.78746 4.54934 4.32129 threshold=0.092805000000000012 0.086175000000000015 -0.14924499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7749118867975133e-07 -0.00010873613042206663 -0.00029382956208831416 0.00027520526825248863 leaf_weight=86.908320011723845 9.0569364574839728 11.596057535978614 15.104472664999774 leaf_count=1822 47 231 210 internal_value=0 -3.53262e-05 0.000131312 internal_weight=0 98.5044 24.1614 internal_count=2310 2053 257 is_linear=0 shrinkage=0.000439788 Tree=5403 num_leaves=4 num_cat=0 split_feature=48 0 160 split_gain=2.55951 5.00527 4.71421 threshold=0.092805000000000012 -0.18817999999999999 0.086175000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020779489740167686 -0.011432691054767408 0.012519023167855236 -0.015207681245880589 leaf_weight=84.146211276933172 5.806571543216708 17.805025914807629 11.303537255764239 leaf_count=1822 31 226 231 internal_value=0 0.00662433 -0.00162044 internal_weight=0 23.6116 95.4497 internal_count=2310 257 2053 is_linear=0 shrinkage=0.0224292 Tree=5404 num_leaves=4 num_cat=0 split_feature=1456 156 13 split_gain=3.70271 3.51871 0.880926 threshold=1.0000000180025095e-35 0.091255000000000017 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003198888439525639 -0.0069774520132814821 -0.013888580288634786 -0.028744711960237219 leaf_weight=109.3391661470705 1.5918491737829756 6.3996536161102986 2.3037877842652952 leaf_count=1891 149 196 47 internal_value=0 0.00225192 -0.0199275 internal_weight=0 115.739 3.89564 internal_count=2283 2087 196 is_linear=0 shrinkage=0.0224292 Tree=5405 num_leaves=4 num_cat=0 split_feature=1456 156 13 split_gain=3.66627 3.23649 0.913453 threshold=1.0000000180025095e-35 0.091255000000000017 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9312026051685857e-05 -0.00013574974414553063 -0.00025822874575261385 -0.00056331373836312245 leaf_weight=111.48184945165485 1.6722220806695989 6.555474742952355 2.3218785164426654 leaf_count=1891 149 196 47 internal_value=0 4.16378e-05 -0.000385802 internal_weight=0 118.037 3.9941 internal_count=2283 2087 196 is_linear=0 shrinkage=0.000439788 Tree=5406 num_leaves=4 num_cat=0 split_feature=1456 156 13 split_gain=3.57245 3.36167 0.874089 threshold=1.0000000180025095e-35 0.091255000000000017 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031243021489842965 -0.006834565004105393 -0.013586524215003391 -0.028596085488497604 leaf_weight=109.36266200094542 1.5903799521620388 6.3922552015465035 2.2646787943085647 leaf_count=1891 149 196 47 internal_value=0 0.0021994 -0.0196964 internal_weight=0 115.755 3.85506 internal_count=2283 2087 196 is_linear=0 shrinkage=0.0224292 Tree=5407 num_leaves=4 num_cat=0 split_feature=1456 156 13 split_gain=3.57794 3.13034 0.876481 threshold=1.0000000180025095e-35 0.091255000000000017 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0793482846974716e-05 -0.00013674716555317734 -0.00025280948633885802 -0.00055981932263655043 leaf_weight=110.59152986684421 1.6452070778468626 6.5004292198391331 2.2646361333245286 leaf_count=1891 149 196 47 internal_value=0 4.33453e-05 -0.000383326 internal_weight=0 117.092 3.90984 internal_count=2283 2087 196 is_linear=0 shrinkage=0.000439788 Tree=5408 num_leaves=4 num_cat=0 split_feature=130 43 133 split_gain=2.71661 2.62321 1.83635 threshold=1.0000000180025095e-35 0.019175000000000001 0.087985000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012475836315027644 -0.025566256362284635 0.010781061024578835 0.0031476270889337107 leaf_weight=96.091394969625981 2.9215185303837634 17.086627646989655 1.8040552662096159 leaf_count=1716 239 271 71 internal_value=0 0.00268844 -0.0146358 internal_weight=0 113.178 4.72557 internal_count=2297 1987 310 is_linear=0 shrinkage=0.0224292 Tree=5409 num_leaves=4 num_cat=0 split_feature=130 43 133 split_gain=2.65937 2.5763 1.85764 threshold=1.0000000180025095e-35 0.019175000000000001 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3368280099124552e-05 -0.00051962814554424219 0.00020718787304498053 3.1603496855183612e-05 leaf_weight=97.596327838866273 2.7265347957545591 17.354138603244792 2.0732276538474252 leaf_count=1716 220 271 90 internal_value=0 5.11494e-05 -0.000282345 internal_weight=0 114.95 4.79976 internal_count=2297 1987 310 is_linear=0 shrinkage=0.000439788 Tree=5410 num_leaves=4 num_cat=0 split_feature=130 43 133 split_gain=2.72479 2.42262 1.82261 threshold=1.0000000180025095e-35 0.019175000000000001 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4255486282702376e-05 -0.00052026481784114831 0.00020236653172889051 2.5299385039660772e-05 leaf_weight=98.065684570305166 2.7387075742844891 17.371981177202542 2.0729173191029986 leaf_count=1716 220 271 90 internal_value=0 5.10881e-05 -0.000286057 internal_weight=0 115.438 4.81162 internal_count=2297 1987 310 is_linear=0 shrinkage=0.000439788 Tree=5411 num_leaves=4 num_cat=0 split_feature=130 43 133 split_gain=2.62018 2.5069 1.80534 threshold=1.0000000180025095e-35 0.019175000000000001 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012183843831849988 -0.026587527325929651 0.010540225012417864 0.0014999372862425657 leaf_weight=96.155085225880612 2.6508481834680415 17.075511357310461 2.0204711427577422 leaf_count=1716 220 271 90 internal_value=0 0.00262569 -0.0144823 internal_weight=0 113.231 4.67132 internal_count=2297 1987 310 is_linear=0 shrinkage=0.0224292 Tree=5412 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=4.04481 3.53052 threshold=-0.49367499999999992 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017324759326915518 0.0021337273385013643 -0.019636780494414582 leaf_weight=6.1087542546447358 109.02465522063721 3.8617525203153482 leaf_count=121 2117 38 internal_value=0 0.00138578 internal_weight=0 112.886 internal_count=2276 2155 is_linear=0 shrinkage=0.0224292 Tree=5413 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=3.78831 3.3095 threshold=-0.49367499999999992 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032770323535534187 3.7466078032887718e-05 -0.00037330351376406727 leaf_weight=6.24715243699029 111.05978076653992 3.9087330690817899 leaf_count=121 2117 38 internal_value=0 2.3441e-05 internal_weight=0 114.969 internal_count=2276 2155 is_linear=0 shrinkage=0.000439788 Tree=5414 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=3.69372 3.58013 threshold=-0.49367499999999992 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032242264791451338 4.0342385617859944e-05 -0.00038697548085575101 leaf_weight=6.1962434287415808 110.56372132141041 3.9077807571738949 leaf_count=121 2117 38 internal_value=0 2.56927e-05 internal_weight=0 114.472 internal_count=2276 2155 is_linear=0 shrinkage=0.000439788 Tree=5415 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=3.86557 3.37802 threshold=-0.49367499999999992 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016961932174368397 0.0020803753162206302 -0.019233069888798263 leaf_weight=6.0941647404106325 109.08597620422734 3.8547700180206439 leaf_count=121 2117 38 internal_value=0 0.0013498 internal_weight=0 112.941 internal_count=2276 2155 is_linear=0 shrinkage=0.0224292 Tree=5416 num_leaves=4 num_cat=0 split_feature=483 151 2 split_gain=3.57635 2.65484 1.88309 threshold=0.08833000000000002 -0.28286499999999998 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017125218819433984 -0.028094351917049155 0.0021775873577788594 -0.0017581802682283725 leaf_weight=3.6820008250506353 3.1686907357652663 113.86863990930942 2.3944198611716274 leaf_count=49 165 2016 46 internal_value=0 0.00157029 -0.0168038 internal_weight=0 117.551 5.56311 internal_count=2276 2065 211 is_linear=0 shrinkage=0.0224292 Tree=5417 num_leaves=4 num_cat=0 split_feature=483 484 2 split_gain=3.44826 2.59633 1.85422 threshold=0.08833000000000002 0.084930000000000019 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028744006396639406 -0.027944085145197459 0.010440275524143016 -0.0017182935711585752 leaf_weight=103.10360217765992 3.1149866545019895 14.427600335682653 2.3954813453601673 leaf_count=1883 165 182 46 internal_value=0 0.00153525 -0.0165886 internal_weight=0 117.531 5.51047 internal_count=2276 2065 211 is_linear=0 shrinkage=0.0224292 Tree=5418 num_leaves=4 num_cat=0 split_feature=483 151 2 split_gain=3.32451 2.53952 1.82525 threshold=0.08833000000000002 -0.28286499999999998 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016808216346094671 -0.027791777007270136 0.0020946596370246266 -0.0016793265035327564 leaf_weight=3.6723590300534843 3.0625063540355759 113.83040466811144 2.3965215707139578 leaf_count=49 165 2016 46 internal_value=0 0.00150125 -0.0163742 internal_weight=0 117.503 5.45903 internal_count=2276 2065 211 is_linear=0 shrinkage=0.0224292 Tree=5419 num_leaves=4 num_cat=0 split_feature=480 16 13 split_gain=2.95525 2.5293 0.932152 threshold=1.0000000180025095e-35 0.0049500000000000004 -0.077319999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00090152508453507254 -0.004302026429114052 0.0061337811125384296 -0.027071943694990747 leaf_weight=81.496598185611219 1.4543142297479792 37.532150264436495 2.4098708916426395 leaf_count=1546 108 542 80 internal_value=0 0.00131748 -0.0185656 internal_weight=0 119.029 3.86419 internal_count=2276 2088 188 is_linear=0 shrinkage=0.0224292 Tree=5420 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=4.64569 4.05951 0.484372 threshold=0.092620000000000022 -0.24689499999999998 0.066795000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003256064398498088 -0.00031463002132336033 -3.5068291387130994e-05 -0.00058807041958215363 leaf_weight=6.3843254591920404 2.9150997897959305 105.10352528497242 2.3204647022066638 leaf_count=86 179 1936 59 internal_value=0 -1.43621e-05 -0.000437518 internal_weight=0 111.488 5.23556 internal_count=2260 2022 238 is_linear=0 shrinkage=0.000439788 Tree=5421 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=4.58689 3.83117 0.469755 threshold=0.092620000000000022 -0.24689499999999998 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016387433521926172 -0.016324866899412344 -0.0017334196215456053 -0.030318604847953214 leaf_weight=6.2042225888581006 2.8777991425595237 103.23237282901027 2.19785149404197 leaf_count=86 181 1936 57 internal_value=0 -0.000703426 -0.0224753 internal_weight=0 109.437 5.07565 internal_count=2260 2022 238 is_linear=0 shrinkage=0.0224292 Tree=5422 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=4.46554 3.78026 0.487152 threshold=0.092620000000000022 -0.24689499999999998 0.090600000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031943331217494528 -0.00022060124751244222 -3.2449926422349954e-05 -0.00052062930476441292 leaf_weight=6.2386648792307815 1.5351231608074147 104.70825226790112 3.5872237602306996 leaf_count=86 112 1936 126 internal_value=0 -1.26116e-05 -0.000431867 internal_weight=0 110.947 5.12235 internal_count=2260 2022 238 is_linear=0 shrinkage=0.000439788 Tree=5423 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=3.5246 3.89239 threshold=0.18307500000000002 -0.032264999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0081708510254437736 0.019042913192292593 0.00067965505570652743 leaf_weight=38.213477923040045 3.9829978284251402 72.208809535193723 leaf_count=1101 103 1056 internal_value=0 -0.00238409 internal_weight=0 110.422 internal_count=2260 2157 is_linear=0 shrinkage=0.0224292 Tree=5424 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=5.51723 3.03739 threshold=-0.49367499999999992 0.091785000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037444961752801034 1.1849792129059647e-06 0.00014485775181830751 leaf_weight=5.6922978917136779 60.766285635534587 53.513961351287435 leaf_count=113 1423 706 internal_value=0 6.84755e-05 internal_weight=0 114.28 internal_count=2242 2129 is_linear=0 shrinkage=0.000439788 Tree=5425 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=5.17975 2.82094 threshold=-0.49367499999999992 0.08926000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018637805478211977 0.0041445786241717363 -0.015941140946650192 leaf_weight=5.5630285233492023 109.03144463150602 3.6163819540524846 leaf_count=113 2082 47 internal_value=0 0.00349717 internal_weight=0 112.648 internal_count=2242 2129 is_linear=0 shrinkage=0.0224292 Tree=5426 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=4.96739 2.83269 threshold=-0.49367499999999992 0.091785000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018302882667634985 8.8082838289865774e-05 0.007217011069670644 leaf_weight=5.5384000631747758 60.005645659079164 52.618410178933118 leaf_count=113 1423 706 internal_value=0 0.00341941 internal_weight=0 112.624 internal_count=2242 2129 is_linear=0 shrinkage=0.0224292 Tree=5427 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=4.73808 3.10627 threshold=-0.49367499999999992 0.091785000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003482740463899768 -1.7059628638455378e-06 0.00014336458593484596 leaf_weight=5.5745996773475772 60.941358429725369 53.685709536031936 leaf_count=113 1423 706 internal_value=0 6.62505e-05 internal_weight=0 114.627 internal_count=2242 2129 is_linear=0 shrinkage=0.000439788 Tree=5428 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=4.33493 4.64359 4.18133 threshold=-0.10628499999999998 0.088915000000000008 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002665793551924787 1.001236906959593e-05 -0.00024329042918885908 -0.00010389746348657037 leaf_weight=20.270157477469187 75.669631222895987 17.155506015464198 8.2916321858065185 leaf_count=179 1711 254 111 internal_value=0 -3.68423e-05 0.00015903 internal_weight=0 92.8251 28.5618 internal_count=2255 1965 290 is_linear=0 shrinkage=0.000439788 Tree=5429 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=3.82228 4.67567 4.2805 threshold=-0.10628499999999998 0.088915000000000008 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013461590886791096 0.00080637870427850244 -0.01229469925750493 -0.0058979650562068124 leaf_weight=19.832555211774892 73.616432526476274 16.819410139578395 8.0729137348826026 leaf_count=179 1711 254 111 internal_value=0 -0.00163226 0.00786076 internal_weight=0 90.4358 27.9055 internal_count=2255 1965 290 is_linear=0 shrinkage=0.0224292 Tree=5430 num_leaves=4 num_cat=0 split_feature=3 11 1213 split_gain=3.66298 4.11197 3.66687 threshold=-0.10628499999999998 0.081790000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013220139856272569 -0.023628421578409681 -0.0057602116271567531 -0.00067023654942848312 leaf_weight=19.743192275564073 3.6279060574743189 8.0809399358113279 86.773818662510166 leaf_count=179 340 111 1625 internal_value=0 0.00770752 -0.00159636 internal_weight=0 27.8241 90.4017 internal_count=2255 290 1965 is_linear=0 shrinkage=0.0224292 Tree=5431 num_leaves=4 num_cat=0 split_feature=0 133 15 split_gain=3.48323 4.54902 3.23958 threshold=-0.020899999999999998 -0.25159999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060835661368485695 0.00043689663515583704 -9.5970692997591225e-06 6.2080825006586676e-05 leaf_weight=2.4992726754426249 6.2239769230654955 96.273777904905728 15.645040531759149 leaf_count=134 81 1867 173 internal_value=0 -2.48622e-05 0.000169042 internal_weight=0 98.7731 21.869 internal_count=2255 2001 254 is_linear=0 shrinkage=0.000439788 Tree=5432 num_leaves=4 num_cat=0 split_feature=403 52 11 split_gain=3.41174 3.9797 2.704 threshold=-1.0000000180025095e-35 -0.030274999999999996 0.081790000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019520096077676379 8.2457268860609869e-05 -0.00037601289855432297 -0.0001700219696612134 leaf_weight=3.4395228869689163 104.60508355649654 7.4233869255767768 8.8847150607398344 leaf_count=55 1634 491 115 internal_value=0 -0.000195124 6.26663e-05 internal_weight=0 10.8629 113.49 internal_count=2295 546 1749 is_linear=0 shrinkage=0.000439788 Tree=5433 num_leaves=4 num_cat=0 split_feature=403 52 14 split_gain=3.25395 3.89379 2.67449 threshold=-1.0000000180025095e-35 -0.030274999999999996 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0098877748100983948 -0.010888171341390643 -0.019204397262863274 0.0039311382222237479 leaf_weight=3.3872547186037991 6.4862834293162441 7.2227900750076497 105.4212911039358 leaf_count=55 94 491 1655 internal_value=0 -0.00991565 0.00307048 internal_weight=0 10.61 111.908 internal_count=2295 546 1749 is_linear=0 shrinkage=0.0224292 Tree=5434 num_leaves=4 num_cat=0 split_feature=403 52 14 split_gain=3.1298 3.77332 2.55354 threshold=-1.0000000180025095e-35 -0.030274999999999996 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0096861574707966108 -0.010621866467227362 -0.019033697618825052 0.0038441481774680077 leaf_weight=3.3806784309272189 6.5000942898041094 7.1253886358172149 105.38966318986058 leaf_count=55 94 491 1655 internal_value=0 -0.00979132 0.00300209 internal_weight=0 10.5061 111.89 internal_count=2295 546 1749 is_linear=0 shrinkage=0.0224292 Tree=5435 num_leaves=4 num_cat=0 split_feature=1456 403 52 split_gain=3.02139 3.31983 0.53261 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.037205000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026988314479435095 -0.0096482317286041615 0.0036123096640132205 -0.0087695150056211202 leaf_weight=1.8797870039707043 10.389920264708051 108.55842637662863 1.4497653279177027 leaf_count=107 525 1568 95 internal_value=0 0.00245266 -0.0191506 internal_weight=0 118.948 3.32955 internal_count=2295 2093 202 is_linear=0 shrinkage=0.0224292 Tree=5436 num_leaves=4 num_cat=0 split_feature=1 2 0 split_gain=5.82679 7.97433 2.3383 threshold=0.11588000000000001 0.088485000000000022 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011762804627352495 -0.0031993825183708811 0.0016040973510791732 0.015109610690845364 leaf_weight=36.015770177404193 4.7243329877965179 59.556088841283781 13.557593106059356 leaf_count=1010 64 971 230 internal_value=0 -0.00343449 0.0103799 internal_weight=0 95.5719 18.2819 internal_count=2275 1981 294 is_linear=0 shrinkage=0.0224292 Tree=5437 num_leaves=4 num_cat=0 split_feature=1 2 0 split_gain=5.58357 7.64981 2.25125 threshold=0.11588000000000001 0.088485000000000022 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011537644558963618 -0.0031232635846423574 0.0015684425951934321 0.014843072509947387 leaf_weight=35.896792600331537 4.7313120870967422 59.544359072333464 13.492587766231734 leaf_count=1010 64 971 230 internal_value=0 -0.00336227 0.0101802 internal_weight=0 95.4412 18.2239 internal_count=2275 1981 294 is_linear=0 shrinkage=0.0224292 Tree=5438 num_leaves=4 num_cat=0 split_feature=1 2 3 split_gain=5.70014 7.79713 2.12158 threshold=0.11588000000000001 0.088485000000000022 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022427966413804715 0.00030121144235183844 3.218292446248875e-05 -1.504931690355783e-05 leaf_weight=36.755727592902986 12.78062043830869 60.88535757360296 6.0352305005362714 leaf_count=1010 191 971 103 internal_value=0 -6.43841e-05 0.000199858 internal_weight=0 97.6411 18.8159 internal_count=2275 1981 294 is_linear=0 shrinkage=0.000439788 Tree=5439 num_leaves=4 num_cat=0 split_feature=1 2 0 split_gain=5.3522 7.34045 2.16322 threshold=0.11588000000000001 0.088485000000000022 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011313859397003342 -0.0030323803905683735 0.0015349883364133088 0.014574532038237401 leaf_weight=35.797659768661106 4.7415902229258817 59.558590217959136 13.437295622803502 leaf_count=1010 64 971 230 internal_value=0 -0.00328989 0.00998376 internal_weight=0 95.3562 18.1789 internal_count=2275 1981 294 is_linear=0 shrinkage=0.0224292 Tree=5440 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=5.15551 4.17601 1.24292 threshold=0.12500000000000003 0.090280000000000013 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022572158890022764 0.02534132852708396 -0.013827338436681836 0.0090702366770708618 leaf_weight=91.361237565917691 3.4650416985095944 12.94833155494416 7.4556252504407876 leaf_count=1879 121 203 86 internal_value=0 -0.00191636 0.0142681 internal_weight=0 104.31 10.9207 internal_count=2289 2082 207 is_linear=0 shrinkage=0.0224292 Tree=5441 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=5.13929 3.87036 0.897586 threshold=0.12500000000000003 0.090280000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3448684043330557e-06 0.00044477062595952584 -0.00025908025447169341 0.00018366937479254682 leaf_weight=93.284010446954198 4.0022132388257887 13.145132658130022 7.088101134519091 leaf_count=1879 139 203 68 internal_value=0 -3.58482e-05 0.000278497 internal_weight=0 106.429 11.0903 internal_count=2289 2082 207 is_linear=0 shrinkage=0.000439788 Tree=5442 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=4.95781 3.99141 1.23084 threshold=0.12500000000000003 0.090280000000000013 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022055319456095363 0.025176473214770557 -0.013523717882547259 0.0088919962568604159 leaf_weight=91.397949714741117 3.4104137367394287 12.935181624605319 7.4382055593596288 leaf_count=1879 121 203 86 internal_value=0 -0.00187205 0.0140465 internal_weight=0 104.333 10.8486 internal_count=2289 2082 207 is_linear=0 shrinkage=0.0224292 Tree=5443 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=4.76755 3.82017 0.90246 threshold=0.12500000000000003 0.090280000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021560798512230191 0.022542601605298702 -0.013237274477616218 0.0089606085841482646 leaf_weight=91.397749049829144 3.8365193700301461 12.919280837755649 6.9386444157571514 leaf_count=1879 139 203 68 internal_value=0 -0.00183042 0.0138278 internal_weight=0 104.317 10.7752 internal_count=2289 2082 207 is_linear=0 shrinkage=0.0224292 Tree=5444 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=5.07144 4.99142 threshold=-0.40771999999999992 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030458969441997431 -0.026705593841387383 0.0011267760910831964 leaf_weight=2.7444869252212802 3.3220327766539404 108.73949433356393 leaf_count=80 53 2108 internal_value=0 0.000297285 internal_weight=0 112.062 internal_count=2241 2161 is_linear=0 shrinkage=0.0224292 Tree=5445 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=4.93781 3.24121 threshold=-0.40771999999999992 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030323931593402201 0.0094399759400699591 -0.0012998298945956651 leaf_weight=2.6955155769828698 16.574552852514898 95.448955532519903 leaf_count=80 180 1981 internal_value=0 0.000290527 internal_weight=0 112.024 internal_count=2241 2161 is_linear=0 shrinkage=0.0224292 Tree=5446 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=4.81668 3.8338 threshold=-0.27336999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026453284021016998 -0.0004259482787831102 0.021707726214068752 leaf_weight=3.4493063492845968 107.1388897210345 4.0679346988908938 leaf_count=54 2168 19 internal_value=0 0.000387286 internal_weight=0 111.207 internal_count=2241 2187 is_linear=0 shrinkage=0.0224292 Tree=5447 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=4.97745 4.59204 threshold=-0.40771999999999992 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059320673993425632 -0.00050522624433216529 2.3219170092181387e-05 leaf_weight=2.7085888833244089 3.2558694944891604 110.23609149324693 leaf_count=80 53 2108 internal_value=0 7.97665e-06 internal_weight=0 113.492 internal_count=2241 2161 is_linear=0 shrinkage=0.000439788 Tree=5448 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=3.32332 2.74708 threshold=-1.0000000180025095e-35 -0.51026999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041131685503130672 0.00027386078659394624 -3.3687404678580804e-05 leaf_weight=3.5802040977578136 5.9035245015402316 108.9928503506635 leaf_count=73 43 2156 internal_value=0 -1.78423e-05 internal_weight=0 114.896 internal_count=2272 2199 is_linear=0 shrinkage=0.000439788 Tree=5449 num_leaves=3 num_cat=0 split_feature=376 47 split_gain=2.51618 3.06811 threshold=0.048375000000000008 0.12431000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047240116760082423 0.0117994794786497 -0.020610209242171346 leaf_weight=104.18268237456869 8.018202419363659 3.9313167836517087 leaf_count=2085 132 55 internal_value=0 -0.00120818 internal_weight=0 108.114 internal_count=2272 2140 is_linear=0 shrinkage=0.0224292 Tree=5450 num_leaves=4 num_cat=0 split_feature=403 403 0 split_gain=3.60345 2.98586 0.0093286 threshold=-0.092224999999999988 0.092660000000000006 -0.07718499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045582174842029137 -1.2659843766050126e-05 0.00024945635209093763 -0.00037934229556472337 leaf_weight=2.2969791533832908 104.66874738147817 9.1203576129046251 1.4630443408677809 leaf_count=164 1824 186 98 internal_value=0 8.38746e-06 -0.00042813 internal_weight=0 113.789 3.76002 internal_count=2272 2010 262 is_linear=0 shrinkage=0.000439788 Tree=5451 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=3.69924 2.94735 0.0048684 threshold=-0.092224999999999988 0.092660000000000006 0.08426500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045375308273189647 -1.2819328870020357e-05 0.00024713431708016869 -0.000384583609008955 leaf_weight=2.3550421246181936 105.29507622583333 9.1512971391784941 1.502021600725129 leaf_count=192 1824 186 70 internal_value=0 8.00469e-06 -0.000428844 internal_weight=0 114.446 3.85706 internal_count=2272 2010 262 is_linear=0 shrinkage=0.000439788 Tree=5452 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=4.19314 5.09908 threshold=-0.39935999999999994 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062287548551283193 0.00051749891512252184 1.4300402657154249e-05 leaf_weight=1.9002741226213391 4.0246162925322997 105.90789861593294 leaf_count=123 68 2083 internal_value=0 3.28091e-05 internal_weight=0 109.933 internal_count=2274 2151 is_linear=0 shrinkage=0.000439788 Tree=5453 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=4.15398 5.12077 threshold=-0.39935999999999994 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031977628255938119 0.026588312467826149 0.00071300882599338263 leaf_weight=1.8591504928408529 3.9756464403471901 104.513537495528 leaf_count=123 68 2083 internal_value=0 0.00166574 internal_weight=0 108.489 internal_count=2274 2151 is_linear=0 shrinkage=0.0224292 Tree=5454 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=4.05721 4.9157 threshold=-0.39935999999999994 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0319932063302652 0.026095798717082789 0.000697027799503522 leaf_weight=1.8170310224777484 3.9603628081968045 104.5122988985313 leaf_count=123 68 2083 internal_value=0 0.00162877 internal_weight=0 108.473 internal_count=2274 2151 is_linear=0 shrinkage=0.0224292 Tree=5455 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=3.96277 4.71758 threshold=-0.39935999999999994 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032008010488293673 0.025606157831187151 0.00068140474855829134 leaf_weight=1.7759089223582112 3.9460961848963043 104.51110170765969 leaf_count=123 68 2083 internal_value=0 0.00159261 internal_weight=0 108.457 internal_count=2274 2151 is_linear=0 shrinkage=0.0224292 Tree=5456 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=4.96335 3.82536 threshold=-0.036024999999999995 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025943737874199714 -0.0071200516697034859 0.001586674993607222 leaf_weight=3.4004166587837963 39.247332142793312 71.798183230042923 leaf_count=70 1057 1164 internal_value=0 -0.00149128 internal_weight=0 111.046 internal_count=2291 2221 is_linear=0 shrinkage=0.0224292 Tree=5457 num_leaves=4 num_cat=0 split_feature=1 51 15 split_gain=4.22445 6.22317 4.04314 threshold=0.094405000000000003 0.086090000000000014 0.035255000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022837377143644384 0.0069443927323936819 -0.027472194062981535 -0.012350490566020743 leaf_weight=61.001315992292803 41.649877347022993 5.3501224932915639 6.2700423924834459 leaf_count=1407 589 199 96 internal_value=0 -0.00432208 0.00441586 internal_weight=0 66.3514 47.9199 internal_count=2291 1606 685 is_linear=0 shrinkage=0.0224292 Tree=5458 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=4.82273 3.6728 threshold=-0.036024999999999995 0.08826500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025861551986901252 -0.0069735348881145888 0.0015709304366562178 leaf_weight=3.3328891379060215 39.101133513464447 71.663966028139839 leaf_count=70 1057 1164 internal_value=0 -0.00144603 internal_weight=0 110.765 internal_count=2291 2221 is_linear=0 shrinkage=0.0224292 Tree=5459 num_leaves=3 num_cat=0 split_feature=9 1 split_gain=4.69771 2.95285 threshold=-0.036024999999999995 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025797703397600003 -0.0041095048230907257 0.0035651434460397917 leaf_weight=3.2669890111428677 71.810888388514286 38.849670387484366 leaf_count=70 1711 510 internal_value=0 -0.00141501 internal_weight=0 110.661 internal_count=2291 2221 is_linear=0 shrinkage=0.0224292 Tree=5460 num_leaves=4 num_cat=0 split_feature=0 49 47 split_gain=3.5193 3.75998 3.4962 threshold=-0.020899999999999998 0.0060900000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023426434045366873 0.0027673146419401181 -0.012466200552953704 0.023868948915702095 leaf_weight=83.176985223588417 16.041001510515347 14.889187337983456 5.224004663527011 leaf_count=1612 240 460 35 internal_value=0 -0.00209348 0.00796795 internal_weight=0 98.0662 21.265 internal_count=2347 2072 275 is_linear=0 shrinkage=0.0224292 Tree=5461 num_leaves=4 num_cat=0 split_feature=0 49 15 split_gain=3.37279 3.60128 2.88824 threshold=-0.020899999999999998 0.0060900000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022901316954538779 0.020526071349466771 -0.012209179728617705 0.0024238757668495815 leaf_weight=83.176299237718922 6.2976336232677594 14.86235434887203 14.897810041671617 leaf_count=1612 93 460 182 internal_value=0 -0.00204719 0.00781607 internal_weight=0 98.0387 21.1954 internal_count=2347 2072 275 is_linear=0 shrinkage=0.0224292 Tree=5462 num_leaves=4 num_cat=0 split_feature=0 49 15 split_gain=3.23335 3.44886 2.80992 threshold=-0.020899999999999998 0.0060900000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022387963724132973 0.02029813557959358 -0.011956254291348539 0.0023706775954790622 leaf_weight=83.175629523888347 6.2265368920634527 14.837049126628697 14.890979755902661 leaf_count=1612 93 460 182 internal_value=0 -0.0020019 0.00767018 internal_weight=0 98.0127 21.1175 internal_count=2347 2072 275 is_linear=0 shrinkage=0.0224292 Tree=5463 num_leaves=4 num_cat=0 split_feature=157 1456 1 split_gain=3.15985 2.77857 2.52751 threshold=-0.084489999999999996 -1.0000000180025095e-35 0.10828500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029153416900159605 -0.019053893696560728 0.0011477835793818833 0.0021987837592544663 leaf_weight=3.3100509946452794 3.5159954326372818 110.09178680436889 2.111436273320578 leaf_count=149 212 1962 24 internal_value=0 0.000519475 -0.0169782 internal_weight=0 113.608 5.42149 internal_count=2347 2174 173 is_linear=0 shrinkage=0.0224292 Tree=5464 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.36272 4.05025 threshold=-0.23832999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014348799348804727 -0.007783982263784078 0.0018916384307964989 leaf_weight=7.7296372667187816 30.859393565977371 73.723591385227337 leaf_count=116 1145 997 internal_value=0 -0.000964255 internal_weight=0 104.583 internal_count=2258 2142 is_linear=0 shrinkage=0.0224292 Tree=5465 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.24301 3.88154 threshold=-0.23832999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014159914950986594 -0.0076327065551598742 0.0018495846658029267 leaf_weight=7.6581318420066955 30.766578962520725 73.709280013168609 leaf_count=116 1145 997 internal_value=0 -0.000943693 internal_weight=0 104.476 internal_count=2258 2142 is_linear=0 shrinkage=0.0224292 Tree=5466 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.12722 3.71962 threshold=-0.23832999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013971887732228724 -0.0074838626683763143 0.0018084563072178364 leaf_weight=7.5881672709365366 30.676105431903125 73.695347314984247 leaf_count=116 1145 997 internal_value=0 -0.000923544 internal_weight=0 104.371 internal_count=2258 2142 is_linear=0 shrinkage=0.0224292 Tree=5467 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=3.1406 3.76435 1.55894 threshold=0.0095750000000000019 0.10443500000000001 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7105956331107379e-05 8.9223268041406287e-05 0.00014312391713653929 0.0004035877749580461 leaf_weight=79.777306042531563 8.3217278243391757 20.740560255158925 4.8119337749376419 leaf_count=1812 143 196 107 internal_value=0 -2.37088e-05 0.000204819 internal_weight=0 100.518 13.1337 internal_count=2258 2008 250 is_linear=0 shrinkage=0.000439788 Tree=5468 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.89871 3.47042 threshold=0.093235000000000012 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014164498194474382 -0.021375849145973371 0.0033150175330950702 leaf_weight=6.0128683731745687 3.5603192783892146 108.56178597073813 leaf_count=98 38 2103 internal_value=0 0.00239549 internal_weight=0 114.575 internal_count=2239 2201 is_linear=0 shrinkage=0.0224292 Tree=5469 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.60242 3.19926 threshold=0.093235000000000012 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026338806724500566 -0.00040168630138981334 6.2207725334326153e-05 leaf_weight=6.1446496939752242 3.5816390747204414 110.17124629421232 leaf_count=98 38 2103 internal_value=0 4.4967e-05 internal_weight=0 116.316 internal_count=2239 2201 is_linear=0 shrinkage=0.000439788 Tree=5470 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.78764 3.21719 threshold=0.093235000000000012 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026166188672772353 -0.00041052424233430405 6.3062661173562596e-05 leaf_weight=6.2147137011925215 3.6089212521910659 110.68569258323623 leaf_count=98 38 2103 internal_value=0 4.57596e-05 internal_weight=0 116.9 internal_count=2239 2201 is_linear=0 shrinkage=0.000439788 Tree=5471 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.72911 3.30348 threshold=0.093235000000000012 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013795786825376679 -0.020941604688466297 0.0032363292475957777 leaf_weight=6.0289740216976488 3.5502123539336017 108.62704509365722 leaf_count=98 38 2103 internal_value=0 0.00233858 internal_weight=0 114.656 internal_count=2239 2201 is_linear=0 shrinkage=0.0224292 Tree=5472 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=3.30785 3.44391 threshold=-0.2661949999999999 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051509580951919227 3.7986823092492604e-06 -0.00029766019489897271 leaf_weight=2.288776881992816 108.14909282457302 7.8434009494230841 leaf_count=19 2071 169 internal_value=0 -1.66316e-05 internal_weight=0 115.992 internal_count=2259 2240 is_linear=0 shrinkage=0.000439788 Tree=5473 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=3.34264 3.20428 threshold=-0.2661949999999999 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051618308743691971 2.722849562375815e-06 -0.00028799040222897014 leaf_weight=2.3005703259259453 108.07692390183365 7.8477722666430045 leaf_count=19 2071 169 internal_value=0 -1.70018e-05 internal_weight=0 115.925 internal_count=2259 2240 is_linear=0 shrinkage=0.000439788 Tree=5474 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=3.35713 13.5395 5.19335 threshold=-0.0059299999999999986 0.091785000000000019 -0.082064999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019373436371529263 0.010762803570937606 0.0035754237420190065 -0.0027161681154447208 leaf_weight=19.537308639115508 26.466745340410853 38.175242684264958 31.448768592032138 leaf_count=663 464 507 625 internal_value=0 -0.00419724 0.00344509 internal_weight=0 57.7126 57.9155 internal_count=2259 1170 1089 is_linear=0 shrinkage=0.0224292 Tree=5475 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=3.20652 3.29441 threshold=-0.2661949999999999 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050975662846097151 3.5732078474961658e-06 -0.0002933414416465033 leaf_weight=2.2646265495568505 106.69561165765845 7.7338099494954795 leaf_count=19 2071 169 internal_value=0 -1.65396e-05 internal_weight=0 114.429 internal_count=2259 2240 is_linear=0 shrinkage=0.000439788 Tree=5476 num_leaves=4 num_cat=0 split_feature=13 0 1 split_gain=4.13409 5.01353 4.85944 threshold=-0.0018749999999999997 -0.020899999999999998 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9929318291379592e-05 -0.00016145888652834321 0.00016238752079189385 0.00022095769740584003 leaf_weight=34.636069872918597 41.534187574383395 11.875385221210307 26.223283424238616 leaf_count=1040 515 153 531 internal_value=0 -8.94208e-05 7.82091e-05 internal_weight=0 53.4096 60.8594 internal_count=2239 668 1571 is_linear=0 shrinkage=0.000439788 Tree=5477 num_leaves=4 num_cat=0 split_feature=13 0 1 split_gain=4.10617 5.00954 4.53332 threshold=-0.0018749999999999997 -0.020899999999999998 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6990701089496381e-05 -0.00016145981279873722 0.00016123078562713073 0.00021453398364262654 leaf_weight=34.832056183491659 41.654356346891291 11.96312864666106 26.416236924051191 leaf_count=1040 515 153 531 internal_value=0 -8.94293e-05 7.72127e-05 internal_weight=0 53.6175 61.2483 internal_count=2239 668 1571 is_linear=0 shrinkage=0.000439788 Tree=5478 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=4.13178 4.68308 threshold=0.24227500000000002 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.9104006430914576e-05 0.0004522789830498237 -8.5090091101855023e-05 leaf_weight=44.026816311699804 3.8061669180169693 67.762591979462741 leaf_count=874 107 1258 internal_value=0 -1.25431e-05 internal_weight=0 111.789 internal_count=2239 2132 is_linear=0 shrinkage=0.000439788 Tree=5479 num_leaves=4 num_cat=0 split_feature=13 0 1 split_gain=4.29631 5.06688 4.46934 threshold=-0.0018749999999999997 -0.020899999999999998 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011437230744017106 -0.0083102761427295297 0.0084123211677221369 0.011264228254149425 leaf_weight=33.996382221543172 41.069089059063117 11.696967888390644 25.578671686147572 leaf_count=1040 515 153 531 internal_value=0 -0.00460158 0.00418556 internal_weight=0 52.7661 59.5751 internal_count=2239 668 1571 is_linear=0 shrinkage=0.0224292 Tree=5480 num_leaves=3 num_cat=0 split_feature=1212 52 split_gain=3.83657 2.91799 threshold=-1.0000000180025095e-35 -0.53299999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045827621308851908 -0.00046409988768013913 4.087725036246494e-05 leaf_weight=3.1698621593241105 2.239136370830237 111.24685646508806 leaf_count=185 141 1972 internal_value=0 3.08374e-05 internal_weight=0 113.486 internal_count=2298 2113 is_linear=0 shrinkage=0.000439788 Tree=5481 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.77332 4.12888 threshold=-0.50913499999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016276873604716701 -0.020172124494950532 0.0010484606652594133 leaf_weight=5.5922332336776881 4.8076456491835406 103.94795417353089 leaf_count=43 109 2146 internal_value=0 0.000107008 internal_weight=0 108.756 internal_count=2298 2255 is_linear=0 shrinkage=0.0224292 Tree=5482 num_leaves=3 num_cat=0 split_feature=1212 43 split_gain=3.73468 2.70441 threshold=-1.0000000180025095e-35 -0.50913499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045762401289807823 0.00033107836089999582 1.4365206624144969e-05 leaf_weight=3.1066730160819125 5.4606933015747918 107.84019754373367 leaf_count=185 36 2077 internal_value=0 2.96828e-05 internal_weight=0 113.301 internal_count=2298 2113 is_linear=0 shrinkage=0.000439788 Tree=5483 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.65444 3.95612 threshold=-0.50913499999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015939834867604669 -0.019772334694211424 0.0010242661160009348 leaf_weight=5.5800940361805251 4.795575223863124 103.9834129590563 leaf_count=43 109 2146 internal_value=0 0.000104129 internal_weight=0 108.779 internal_count=2298 2255 is_linear=0 shrinkage=0.0224292 Tree=5484 num_leaves=4 num_cat=0 split_feature=151 16 457 split_gain=3.39742 4.26404 3.37058 threshold=-0.086944999999999981 -0.095094999999999985 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013351424984710603 -6.4080369867734161e-05 0.00033325326654505463 0.00019638884001418587 leaf_weight=5.6989042351197012 91.708120969742595 11.204264596977735 10.714795983221846 leaf_count=42 1989 150 78 internal_value=0 0.000175909 -3.68003e-05 internal_weight=0 16.9032 102.423 internal_count=2259 192 2067 is_linear=0 shrinkage=0.000439788 Tree=5485 num_leaves=4 num_cat=0 split_feature=151 16 457 split_gain=3.38324 4.3181 3.34047 threshold=-0.086944999999999981 -0.095094999999999985 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068499885145875882 -0.0031684969684909769 0.017290266477133318 0.010119389739709968 leaf_weight=5.6135030549776301 89.998255352449632 11.027027898708182 10.624112501973284 leaf_count=42 1989 150 78 internal_value=0 0.00914829 -0.00176386 internal_weight=0 16.6405 100.622 internal_count=2259 192 2067 is_linear=0 shrinkage=0.0224292 Tree=5486 num_leaves=4 num_cat=0 split_feature=151 16 457 split_gain=3.22841 4.03921 3.2426 threshold=-0.086944999999999981 -0.095094999999999985 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012714292210766595 -6.0203578303404133e-05 0.00032850982628101062 0.00019581254720238132 leaf_weight=5.6700691292062428 91.274046649570664 11.118476158582778 10.670165705087127 leaf_count=42 1989 150 78 internal_value=0 0.000174651 -3.33756e-05 internal_weight=0 16.7885 101.944 internal_count=2259 192 2067 is_linear=0 shrinkage=0.000439788 Tree=5487 num_leaves=4 num_cat=0 split_feature=151 16 457 split_gain=3.23654 4.13941 3.19876 threshold=-0.086944999999999981 -0.095094999999999985 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066819488819673872 -0.0030960024674961807 0.016957296458703017 0.0099287369461064142 leaf_weight=5.6211918797926073 90.009830551553023 10.987286456744185 10.584226207341997 leaf_count=42 1989 150 78 internal_value=0 0.00895803 -0.00172395 internal_weight=0 16.6085 100.594 internal_count=2259 192 2067 is_linear=0 shrinkage=0.0224292 Tree=5488 num_leaves=4 num_cat=0 split_feature=42 40 156 split_gain=3.20801 3.99874 3.7733 threshold=-1.0000000180025095e-35 0.084220000000000003 0.088775000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026297039068580853 6.1492646504280219e-05 0.00041858158037461361 -0.0002624632717821428 leaf_weight=13.50798804704027 90.541954915068345 1.8813238106667984 7.5136293655814361 leaf_count=603 1434 14 190 internal_value=0 -0.000179236 3.66229e-05 internal_weight=0 15.3893 98.0556 internal_count=2241 617 1624 is_linear=0 shrinkage=0.000439788 Tree=5489 num_leaves=4 num_cat=0 split_feature=42 40 156 split_gain=3.1135 3.96842 3.82565 threshold=-1.0000000180025095e-35 0.084220000000000003 0.086860000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025789824323037589 6.4703284545209965e-05 0.00041856228941747494 -0.00022105279562774729 leaf_weight=13.72050288136961 89.205478500414756 1.89315232541412 10.067120962849001 leaf_count=603 1375 14 249 internal_value=0 -0.000175467 3.56882e-05 internal_weight=0 15.6137 99.2726 internal_count=2241 617 1624 is_linear=0 shrinkage=0.000439788 Tree=5490 num_leaves=4 num_cat=0 split_feature=42 40 156 split_gain=3.21604 3.97095 3.76318 threshold=-1.0000000180025095e-35 0.084220000000000003 0.088775000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026251305184325899 6.0719626763519956e-05 0.00041519939064207679 -0.00026142015114259584 leaf_weight=13.604411498781699 91.096431353798835 1.8888328624889243 7.5799159688613136 leaf_count=603 1434 14 190 internal_value=0 -0.000179482 3.59284e-05 internal_weight=0 15.4932 98.6763 internal_count=2241 617 1624 is_linear=0 shrinkage=0.000439788 Tree=5491 num_leaves=4 num_cat=0 split_feature=42 40 43 split_gain=3.12316 3.88394 3.49906 threshold=-1.0000000180025095e-35 0.084220000000000003 -0.49916999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028147968161659634 0.00039896289515627798 0.00039375708773092247 -9.1652324156301589e-06 leaf_weight=13.958283443800608 4.2266576373949638 1.8508488149382163 94.377197474153945 leaf_count=603 20 14 1604 internal_value=0 -0.000202047 8.40303e-06 internal_weight=0 15.8091 98.6039 internal_count=2241 617 1624 is_linear=0 shrinkage=0.000439788 Tree=5492 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=3.9157 4.26947 threshold=0.12649500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003298488865436535 -0.017107645102815081 -0.01870013380124565 leaf_weight=106.97914395251428 5.4171544376840748 4.6114607892741324 leaf_count=1942 67 241 internal_value=0 0.00238636 internal_weight=0 111.591 internal_count=2250 2183 is_linear=0 shrinkage=0.0224292 Tree=5493 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=3.58577 4.12076 threshold=0.12796000000000005 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1053845692239788e-05 -0.00032431283452887943 -0.00035348370140387723 leaf_weight=108.99631102898275 5.35153539744715 4.825299992116924 leaf_count=1944 62 244 internal_value=0 4.34238e-05 internal_weight=0 113.822 internal_count=2250 2188 is_linear=0 shrinkage=0.000439788 Tree=5494 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.84323 3.21872 threshold=-0.47365999999999991 0.12406500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01834566393912181 0.0017559184753337365 -0.013239924001490266 leaf_weight=4.7837906457425552 104.49313708792397 7.7143751055700696 leaf_count=63 2088 99 internal_value=0 0.000722863 internal_weight=0 112.208 internal_count=2250 2187 is_linear=0 shrinkage=0.0224292 Tree=5495 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=3.56076 4.11262 threshold=0.12649500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0685046578576377e-05 -0.00031934007769859315 -0.00035916608108660847 leaf_weight=108.91054523036291 5.471055745110788 4.688625652153859 leaf_count=1942 67 241 internal_value=0 4.32989e-05 internal_weight=0 113.599 internal_count=2250 2183 is_linear=0 shrinkage=0.000439788 Tree=5496 num_leaves=4 num_cat=0 split_feature=133 475 403 split_gain=5.21533 2.94854 0.174876 threshold=0.14391000000000001 -0.08459499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029137265826103295 -0.0004111356434792906 4.0998600616686495e-05 -0.00061492439934894669 leaf_weight=5.3988778925267971 2.4931568572355904 109.45015284114925 1.4413953867042426 leaf_count=156 187 1882 40 internal_value=0 2.53285e-05 -0.000488401 internal_weight=0 114.849 3.93455 internal_count=2265 2038 227 is_linear=0 shrinkage=0.000439788 Tree=5497 num_leaves=4 num_cat=0 split_feature=475 402 49 split_gain=2.60798 5.17894 3.49554 threshold=-0.08459499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034983708173991213 -0.023673854915189467 0.0021013611525955139 0.0015628535392273703 leaf_weight=2.3787081020418555 4.0510917438077731 107.44357466933434 2.9163309583236687 leaf_count=63 265 1844 93 internal_value=0 0.00116094 -0.0149218 internal_weight=0 111.495 5.29504 internal_count=2265 2109 156 is_linear=0 shrinkage=0.0224292 Tree=5498 num_leaves=4 num_cat=0 split_feature=133 1374 1 split_gain=5.12478 2.92016 0.181254 threshold=0.14391000000000001 0.084595000000000017 0.076710000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9678219439592076e-05 -0.00056486377309606544 -0.00034450791496804423 -0.0003574331624628852 leaf_weight=110.56023699152138 2.3846498268831051 3.9447465438861391 1.4709846626501528 leaf_count=1968 146 70 81 internal_value=0 2.63876e-05 -0.000487877 internal_weight=0 114.505 3.85563 internal_count=2265 2038 227 is_linear=0 shrinkage=0.000439788 Tree=5499 num_leaves=4 num_cat=0 split_feature=133 1456 1 split_gain=5.07268 2.84608 0.182311 threshold=0.14391000000000001 -1.0000000180025095e-35 0.076710000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036932482650782825 -0.00056543654155384246 3.66028843591073e-05 -0.00035730040505262519 leaf_weight=3.4253758000886583 2.3736264355102317 110.95049054634001 1.4713571734027935 leaf_count=206 146 1832 81 internal_value=0 2.43864e-05 -0.000487948 internal_weight=0 114.376 3.84498 internal_count=2265 2038 227 is_linear=0 shrinkage=0.000439788 Tree=5500 num_leaves=4 num_cat=0 split_feature=43 13 150 split_gain=3.45768 4.66122 4.15858 threshold=-0.074459999999999985 -0.084169999999999981 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011157698761600079 0.019746229220162444 0.007676810258375525 -0.0053234788255403075 leaf_weight=8.1697021750587719 3.4861030085012308 34.296323111033416 66.28646849879442 leaf_count=256 16 627 1390 internal_value=0 0.00405 -0.00406584 internal_weight=0 42.466 69.7726 internal_count=2289 883 1406 is_linear=0 shrinkage=0.0224292 Tree=5501 num_leaves=4 num_cat=0 split_feature=43 3 3 split_gain=3.3051 4.51501 3.65238 threshold=-0.074459999999999985 -0.077774999999999983 -0.09113499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018083653800667842 0.0048977115333050372 0.013229092254168188 -0.0069424220949393031 leaf_weight=26.176328416662727 17.474680672963586 16.276279835932655 52.27748591485215 leaf_count=627 243 256 1163 internal_value=0 0.00396033 -0.00397564 internal_weight=0 42.4526 69.7522 internal_count=2289 883 1406 is_linear=0 shrinkage=0.0224292 Tree=5502 num_leaves=4 num_cat=0 split_feature=402 4 1 split_gain=2.96006 2.47539 0.701267 threshold=0.088090000000000016 -0.30942499999999995 0.094090000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093855837477741701 -0.023824358425449138 0.0010804045809043956 -0.0051454835690950751 leaf_weight=12.905889475252478 3.3295272809045846 94.400124590290943 1.4665973522642159 leaf_count=166 200 1877 46 internal_value=0 -0.000179804 -0.0181556 internal_weight=0 107.306 4.79612 internal_count=2289 2043 246 is_linear=0 shrinkage=0.0224292 Tree=5503 num_leaves=4 num_cat=0 split_feature=403 402 1 split_gain=3.49656 3.46205 0.0770756 threshold=-0.092224999999999988 -0.088779999999999984 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045698135465593393 0.00041028771693818575 -1.713175884980826e-05 -0.00031918123723219768 leaf_weight=2.7418799385777666 3.7776192597812033 105.89894870806165 1.4393143772613255 leaf_count=215 73 1937 64 internal_value=0 -2.34119e-06 -0.000411212 internal_weight=0 109.677 4.18119 internal_count=2289 2010 279 is_linear=0 shrinkage=0.000439788 Tree=5504 num_leaves=4 num_cat=0 split_feature=42 12 457 split_gain=4.72281 5.05357 4.28512 threshold=-1.0000000180025095e-35 0.045590000000000006 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7470767075905403e-05 -1.7959995290475238e-05 -0.00050072396935163272 0.00022354315043181971 leaf_weight=9.6448245507199335 83.506553861385328 7.3769300449166613 17.104805628274335 leaf_count=105 1496 526 165 internal_value=0 -0.000227231 2.31323e-05 internal_weight=0 17.0218 100.611 internal_count=2292 631 1661 is_linear=0 shrinkage=0.000439788 Tree=5505 num_leaves=4 num_cat=0 split_feature=42 12 457 split_gain=4.98147 4.81745 3.99035 threshold=-1.0000000180025095e-35 0.045590000000000006 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014561979782865035 -0.0007819028154337275 -0.025841722331239537 0.0112026650252932 leaf_weight=9.4189442426431942 81.758827771118376 7.1681092253238594 16.838625789532671 leaf_count=105 1496 526 165 internal_value=0 -0.012012 0.00126661 internal_weight=0 16.5871 98.5975 internal_count=2292 631 1661 is_linear=0 shrinkage=0.0224292 Tree=5506 num_leaves=4 num_cat=0 split_feature=42 12 457 split_gain=4.83637 4.82247 3.90668 threshold=-1.0000000180025095e-35 0.045590000000000006 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4292861169422824e-05 -1.415394242416493e-05 -0.000501154808795211 0.00021756960396548193 leaf_weight=9.4957971443654987 82.748259789004805 7.2045595652743932 16.935815069096861 leaf_count=105 1496 526 165 internal_value=0 -0.000230349 2.52488e-05 internal_weight=0 16.7004 99.6841 internal_count=2292 631 1661 is_linear=0 shrinkage=0.000439788 Tree=5507 num_leaves=4 num_cat=0 split_feature=42 12 457 split_gain=4.79109 4.72371 3.82868 threshold=-1.0000000180025095e-35 0.045590000000000006 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014190828075040182 -0.00076322122352589161 -0.025674677472679076 0.010995335238483997 leaf_weight=9.4228350504999998 81.777328722368111 7.0535327266225059 16.771239559398964 leaf_count=105 1496 526 165 internal_value=0 -0.0118206 0.00123962 internal_weight=0 16.4764 98.5486 internal_count=2292 631 1661 is_linear=0 shrinkage=0.0224292 Tree=5508 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=4.72304 3.29187 3.20695 threshold=0.16180500000000003 0.081320000000000017 0.63223000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.894699386891921e-05 -0.00045672852358465452 -0.00011274313337432131 0.00018866064156779986 leaf_weight=89.08201718658529 5.9918846702639703 18.969868615502492 1.9676020617298489 leaf_count=1743 259 271 16 internal_value=0 5.35241e-05 -0.000297117 internal_weight=0 108.052 7.95949 internal_count=2289 2014 275 is_linear=0 shrinkage=0.000439788 Tree=5509 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=4.71576 3.40772 3.20117 threshold=0.16180500000000003 0.081320000000000017 0.63223000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046323940414000628 -0.023450787005103287 -0.0059072923946634492 0.0096117131600162529 leaf_weight=87.803834072365134 5.8901515120523973 18.70534329226939 1.9505480106818138 leaf_count=1743 259 271 16 internal_value=0 0.00278067 -0.0152224 internal_weight=0 106.509 7.8407 internal_count=2289 2014 275 is_linear=0 shrinkage=0.0224292 Tree=5510 num_leaves=4 num_cat=0 split_feature=52 42 52 split_gain=4.54107 3.30038 3.10121 threshold=0.16180500000000003 -0.10924999999999999 0.63223000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023914156635993181 -0.023199645623249884 0.0033037208556962959 0.0094250217974049828 leaf_weight=2.2715738613442218 5.8213610688690087 104.21367454942083 1.9450101810871272 leaf_count=117 259 1897 16 internal_value=0 0.00271892 -0.015026 internal_weight=0 106.485 7.76637 internal_count=2289 2014 275 is_linear=0 shrinkage=0.0224292 Tree=5511 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=4.37226 3.26084 3.0037 threshold=0.16180500000000003 0.081320000000000017 0.63223000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044708638960680742 -0.022946272007839042 -0.0058393572652730777 0.0092414643219687689 leaf_weight=87.753440592772677 5.7546007316632304 18.706739278772147 1.939592357866786 leaf_count=1743 259 271 16 internal_value=0 0.00265847 -0.0148294 internal_weight=0 106.46 7.69419 internal_count=2289 2014 275 is_linear=0 shrinkage=0.0224292 Tree=5512 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=3.86165 5.82836 threshold=0.11312500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011012225154222867 0.00020662147559334689 0.0002131703336229258 leaf_weight=85.271284385693434 10.892385338142047 12.328949653281596 leaf_count=1960 112 218 internal_value=0 -6.92499e-05 internal_weight=0 97.6002 internal_count=2290 2178 is_linear=0 shrinkage=0.000439788 Tree=5513 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.48756 4.58485 3.77777 threshold=0.099515000000000006 -0.23177499999999998 -0.032169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041113344846991029 -0.00015806723671835549 -0.00015179792652651535 0.0001798651825368149 leaf_weight=2.9040616785059674 7.9996302283834657 66.070288549064571 31.693618032644736 leaf_count=26 140 1689 435 internal_value=0 -0.000127989 0.000111716 internal_weight=0 68.9744 39.6932 internal_count=2290 1715 575 is_linear=0 shrinkage=0.000439788 Tree=5514 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=7.04886 4.91541 3.77782 threshold=0.099515000000000006 0.087425000000000017 -0.032169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046466369799229744 -0.0083412615871885053 -0.026679088029069906 0.0090131832742062802 leaf_weight=62.715462154505076 7.8936926871538153 5.5270682967129678 31.186159133590991 leaf_count=1516 140 199 435 internal_value=0 -0.00643804 0.00550542 internal_weight=0 68.2425 39.0799 internal_count=2290 1715 575 is_linear=0 shrinkage=0.0224292 Tree=5515 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=7.55982 4.70134 3.6678 threshold=0.099515000000000006 0.087425000000000017 -0.032169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3764551696831372e-05 -0.00015093490320615974 -0.00051383612634033722 0.00017925983804843607 leaf_weight=64.003443288478593 8.1540055084042233 5.5870812099747118 31.944036369153764 leaf_count=1516 140 199 435 internal_value=0 -0.000127622 0.000112074 internal_weight=0 69.5905 40.098 internal_count=2290 1715 575 is_linear=0 shrinkage=0.000439788 Tree=5516 num_leaves=4 num_cat=0 split_feature=403 43 160 split_gain=3.57932 3.53127 2.84347 threshold=0.092660000000000006 -0.013964999999999998 -0.10091999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025480007137830123 -8.8550583213517462e-05 0.00051450763852770346 3.6828002024617873e-05 leaf_weight=6.8910313843443864 2.8000474682194181 5.6534216728032316 100.75197367704823 leaf_count=276 61 114 1777 internal_value=0 0.000315007 1.81168e-05 internal_weight=0 8.45347 107.643 internal_count=2228 175 2053 is_linear=0 shrinkage=0.000439788 Tree=5517 num_leaves=4 num_cat=0 split_feature=403 43 40 split_gain=3.60229 3.48021 2.93567 threshold=0.092660000000000006 -0.013964999999999998 -0.076644999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025335564269559117 -8.5000562011980227e-05 0.00051394819768312136 -5.0320844898757512e-06 leaf_weight=9.2814609868219105 2.8022277655545622 5.6302494265837577 99.360164836358308 leaf_count=160 61 114 1893 internal_value=0 0.000315167 1.70831e-05 internal_weight=0 8.43248 108.642 internal_count=2228 175 2053 is_linear=0 shrinkage=0.000439788 Tree=5518 num_leaves=4 num_cat=0 split_feature=403 15 160 split_gain=3.68873 3.43049 2.7303 threshold=0.092660000000000006 0.088235000000000022 -0.10091999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024806014975508922 1.7991105223943407e-05 0.00058083895681338641 3.7038554499286982e-05 leaf_weight=6.9236467894188527 3.8946670012664963 4.5151034459704533 101.17651749255674 leaf_count=276 117 58 1777 internal_value=0 0.000320808 1.87378e-05 internal_weight=0 8.40977 108.1 internal_count=2228 175 2053 is_linear=0 shrinkage=0.000439788 Tree=5519 num_leaves=4 num_cat=0 split_feature=403 43 160 split_gain=3.69256 3.53034 2.87219 threshold=0.092660000000000006 -0.013964999999999998 -0.10091999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025683498382913421 -8.5992625214466353e-05 0.00051733558995725997 3.6306370322610014e-05 leaf_weight=6.888423251486528 2.7894648122019134 5.6779218919109535 100.83273651404306 leaf_count=276 61 114 1777 internal_value=0 0.000318831 1.75187e-05 internal_weight=0 8.46739 107.721 internal_count=2228 175 2053 is_linear=0 shrinkage=0.000439788 Tree=5520 num_leaves=4 num_cat=0 split_feature=0 129 2 split_gain=3.36824 4.49507 4.23454 threshold=-0.061684999999999997 0.08888500000000002 0.10081500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057954831754683219 0.010408160756544264 0.016992828514930513 -0.0059371689102797809 leaf_weight=73.495927874588233 20.480558749201009 4.6104213982034699 13.032970496162305 leaf_count=1713 185 134 251 internal_value=0 -0.00444652 0.00405192 internal_weight=0 78.1063 33.5135 internal_count=2283 1847 436 is_linear=0 shrinkage=0.0224292 Tree=5521 num_leaves=4 num_cat=0 split_feature=0 3 2 split_gain=3.37946 4.77547 4.01705 threshold=-0.061684999999999997 -0.076704999999999982 0.10081500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021498468444633629 0.00020179224851677008 4.4461222465518488e-06 -0.00010811299779143218 leaf_weight=32.406831171378144 20.664826243621064 46.966506351542193 13.270602471951859 leaf_count=1187 185 660 251 internal_value=0 -8.5174e-05 8.06097e-05 internal_weight=0 79.3733 33.9354 internal_count=2283 1847 436 is_linear=0 shrinkage=0.000439788 Tree=5522 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=3.22138 4.47156 4.05277 threshold=-0.061684999999999997 0.08826500000000001 0.10081500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0108577058886718 0.010202510652268763 7.6095673144919399e-05 -0.0057891878566573695 leaf_weight=31.57941959116215 20.424896131793503 46.517274852118135 13.052837082301265 leaf_count=993 185 854 251 internal_value=0 -0.0043467 0.00396766 internal_weight=0 78.0967 33.4777 internal_count=2283 1847 436 is_linear=0 shrinkage=0.0224292 Tree=5523 num_leaves=4 num_cat=0 split_feature=0 3 2 split_gain=3.46879 4.91905 3.82802 threshold=-0.061684999999999997 -0.076704999999999982 0.10081500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002187811566573829 0.00019763487788566317 3.1380772464842338e-06 -0.00010364707753990948 leaf_weight=32.760301588608854 20.764656147162896 47.043713233113522 13.410239060758611 leaf_count=1187 185 660 251 internal_value=0 -8.79924e-05 7.94199e-05 internal_weight=0 79.804 34.1749 internal_count=2283 1847 436 is_linear=0 shrinkage=0.000439788 Tree=5524 num_leaves=3 num_cat=0 split_feature=39 2 split_gain=2.863 3.41668 threshold=-1.0000000180025095e-35 0.084055000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035848901277336557 0.00014049596781079448 -2.7075859363172563e-05 leaf_weight=3.8826459956471799 34.083538493490778 75.921106938156299 leaf_count=45 645 1537 internal_value=0 2.48595e-05 internal_weight=0 110.005 internal_count=2227 2182 is_linear=0 shrinkage=0.000439788 Tree=5525 num_leaves=3 num_cat=0 split_feature=39 2 split_gain=2.95085 3.52178 threshold=-1.0000000180025095e-35 0.084055000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018610555242373285 0.0073387428446305232 -0.0013827118005330925 leaf_weight=3.8501025052973992 33.742980700480985 75.096743616861204 leaf_count=45 645 1537 internal_value=0 0.00132197 internal_weight=0 108.84 internal_count=2227 2182 is_linear=0 shrinkage=0.0224292 Tree=5526 num_leaves=3 num_cat=0 split_feature=39 376 split_gain=2.63111 3.22324 threshold=-1.0000000180025095e-35 0.085395000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034145818949637209 9.3185634337484297e-06 0.00040371859923391971 leaf_weight=3.9230476663797154 106.30870686869821 4.1457654552941667 leaf_count=45 2122 60 internal_value=0 2.41891e-05 internal_weight=0 110.454 internal_count=2227 2182 is_linear=0 shrinkage=0.000439788 Tree=5527 num_leaves=4 num_cat=0 split_feature=2 42 43 split_gain=2.70852 8.06523 5.09213 threshold=0.084055000000000005 0.088475000000000012 -0.50913499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012540529794940171 0.020165032717709641 -0.011653077537804249 -0.0031880399975732733 leaf_weight=25.024604306643596 5.0003123278729609 9.5676961592398566 73.180440334024752 leaf_count=394 30 255 1548 internal_value=0 0.00584621 -0.00168986 internal_weight=0 34.5923 78.1808 internal_count=2227 649 1578 is_linear=0 shrinkage=0.0224292 Tree=5528 num_leaves=4 num_cat=0 split_feature=403 0 52 split_gain=3.8437 3.2451 3.21581 threshold=0.092660000000000006 -0.084169999999999981 0.18829500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1715487843152896e-05 -7.0977471811281811e-05 0.0004974886087366347 -0.00029696618238500891 leaf_weight=102.92356636436307 2.919252150983084 5.758784926729275 6.4927299601840778 leaf_count=1850 94 98 251 internal_value=0 0.000306523 2.7565e-06 internal_weight=0 8.67804 109.416 internal_count=2293 192 2101 is_linear=0 shrinkage=0.000439788 Tree=5529 num_leaves=4 num_cat=0 split_feature=403 0 52 split_gain=3.75571 3.26188 3.10142 threshold=0.092660000000000006 -0.084169999999999981 0.18829500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1175152827301253e-05 -7.4938099969532875e-05 0.00049228808273451164 -0.00029163049810552712 leaf_weight=103.39468475478498 2.9481087880558334 5.8094201833882817 6.497794555813015 leaf_count=1850 94 98 251 internal_value=0 0.000301591 2.63193e-06 internal_weight=0 8.75753 109.892 internal_count=2293 192 2101 is_linear=0 shrinkage=0.000439788 Tree=5530 num_leaves=4 num_cat=0 split_feature=403 0 52 split_gain=4.10566 3.22164 3.111 threshold=0.092660000000000006 -0.084169999999999981 0.18829500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011232834685896327 -0.0031588950257739291 0.025947957441011523 -0.015021441457999654 leaf_weight=101.41805276615196 2.8619310957583366 5.7273708035354485 6.3630538534562211 leaf_count=1850 94 98 251 internal_value=0 0.0162641 0.000167659 internal_weight=0 8.5893 107.781 internal_count=2293 192 2101 is_linear=0 shrinkage=0.0224292 Tree=5531 num_leaves=4 num_cat=0 split_feature=403 403 52 split_gain=3.71767 3.22276 3.01129 threshold=0.092660000000000006 0.10160500000000001 0.18829500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1867631968538277e-05 0.00059061829602100849 5.4757833601918759e-05 -0.00028862987796112328 leaf_weight=103.27758905233713 4.0085499339329527 4.7178554914426059 6.3973810291645341 leaf_count=1850 32 160 251 internal_value=0 0.000301662 3.70911e-06 internal_weight=0 8.72641 109.675 internal_count=2293 192 2101 is_linear=0 shrinkage=0.000439788 Tree=5532 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=3.05973 4.238 0.755969 threshold=1.0000000180025095e-35 -0.39235499999999995 -0.080389999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037238412480866754 -0.00013906629959320157 -1.1826446095246717e-05 -0.00054533037679756408 leaf_weight=5.8390781345951828 1.4410156391677449 106.49582736122829 2.351730311595019 leaf_count=155 113 1923 86 internal_value=0 8.20439e-06 -0.000392444 internal_weight=0 112.335 3.79275 internal_count=2277 2078 199 is_linear=0 shrinkage=0.000439788 Tree=5533 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=3.01031 4.24825 0.689815 threshold=1.0000000180025095e-35 -0.39235499999999995 -0.079464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037455696047350136 -0.00015054961583927547 -1.0153025356607477e-05 -0.00054161787421110681 leaf_weight=5.8420305751496917 1.4400678252277432 105.16984294393114 2.2720477326802202 leaf_count=155 116 1923 83 internal_value=0 1.01534e-05 -0.000391455 internal_weight=0 111.012 3.71212 internal_count=2277 2078 199 is_linear=0 shrinkage=0.000439788 Tree=5534 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=2.96418 4.268 0.748073 threshold=1.0000000180025095e-35 -0.39235499999999995 -0.080389999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037342510894740523 -0.00013565660958243472 -1.1739164236807807e-05 -0.00054059636276250099 leaf_weight=5.8536586125264867 1.4406548472907164 105.97182009198877 2.3262159173027603 leaf_count=155 113 1923 86 internal_value=0 8.48309e-06 -0.000387191 internal_weight=0 111.825 3.76687 internal_count=2277 2078 199 is_linear=0 shrinkage=0.000439788 Tree=5535 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=3.058 4.29731 0.695844 threshold=1.0000000180025095e-35 -0.39235499999999995 -0.080274999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037522324124429743 -0.00015175222952642169 -1.0536156684520234e-05 -0.00054287358410852547 leaf_weight=5.8788652617076869 1.4502246036863655 105.36879133497496 2.2968002073030211 leaf_count=155 115 1923 84 internal_value=0 9.91012e-06 -0.000393033 internal_weight=0 111.248 3.74702 internal_count=2277 2078 199 is_linear=0 shrinkage=0.000439788 Tree=5536 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.17597 3.53111 threshold=0.25845500000000005 -0.15648499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024582643954252167 -0.00052775162961454011 -1.89685908681665e-05 leaf_weight=10.748929901630616 3.603659000596962 102.05416865852749 leaf_count=102 68 2106 internal_value=0 6.30087e-06 internal_weight=0 112.803 internal_count=2276 2208 is_linear=0 shrinkage=0.000439788 Tree=5537 num_leaves=3 num_cat=0 split_feature=47 1429 split_gain=5.47934 4.05002 threshold=0.13148500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025001682415249939 -0.025507417347008482 0.0011840030823860948 leaf_weight=3.0368511040578587 4.2261275144410311 107.36307466001745 leaf_count=125 50 2101 internal_value=0 0.000459496 internal_weight=0 110.4 internal_count=2276 2226 is_linear=0 shrinkage=0.0224292 Tree=5538 num_leaves=3 num_cat=0 split_feature=13 1429 split_gain=5.183 4.22139 threshold=0.25845500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048766036996166265 -0.00052825368018847782 2.1525404267748304e-05 leaf_weight=3.223475797683931 3.5943094677786567 109.26681768885828 leaf_count=126 68 2082 internal_value=0 6.85411e-06 internal_weight=0 112.49 internal_count=2276 2208 is_linear=0 shrinkage=0.000439788 Tree=5539 num_leaves=3 num_cat=0 split_feature=47 0 split_gain=5.13669 3.95428 threshold=0.13148500000000005 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010042315551299961 -0.00048009960403194236 -6.5826182415792435e-05 leaf_weight=50.032959632459097 4.3030589898116878 61.866677081408852 leaf_count=443 50 1783 internal_value=0 8.51225e-06 internal_weight=0 111.9 internal_count=2276 2226 is_linear=0 shrinkage=0.000439788 Tree=5540 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.27479 5.6575 5.13419 threshold=-0.10071499999999999 -0.084059999999999982 0.086515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01007872867835472 -0.016003510965287598 3.3069479148001737e-05 -0.0056705453691431439 leaf_weight=34.81258163813618 13.961667686409781 53.100649689644342 14.839062044964519 leaf_count=321 592 1227 136 internal_value=0 -0.00330918 0.00537148 internal_weight=0 67.0623 49.6516 internal_count=2276 1819 457 is_linear=0 shrinkage=0.0224292 Tree=5541 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=4.09132 5.57075 4.91753 threshold=-0.10071499999999999 0.093265000000000015 0.086515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098753841832559357 -0.0059013610516568749 0.012482483608832085 -0.0055351508924009482 leaf_weight=34.73380834798445 57.267552966812218 9.6773415016359632 14.861280816840006 leaf_count=321 1660 159 136 internal_value=0 -0.00324105 0.00525723 internal_weight=0 66.9449 49.5951 internal_count=2276 1819 457 is_linear=0 shrinkage=0.0224292 Tree=5542 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.10549 5.51176 4.54672 threshold=-0.10071499999999999 -0.084059999999999982 0.086515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018922043822517271 -0.00030800073509302389 9.3742036666845129e-07 -9.9091478584148796e-05 leaf_weight=35.174751797167119 14.076609935760642 53.804324959226506 15.112313742287368 leaf_count=321 592 1227 136 internal_value=0 -6.31963e-05 0.000102572 internal_weight=0 67.8809 50.2871 internal_count=2276 1819 457 is_linear=0 shrinkage=0.000439788 Tree=5543 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.91461 5.4745 4.70269 threshold=-0.10071499999999999 -0.084059999999999982 0.086515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096712508021861467 -0.015738822631492705 0.0001036784019487688 -0.0053939104203948917 leaf_weight=34.66567909551668 13.81341883144705 53.079198852788977 14.887910420133265 leaf_count=321 592 1227 136 internal_value=0 -0.00317138 0.00514473 internal_weight=0 66.8926 49.5536 internal_count=2276 1819 457 is_linear=0 shrinkage=0.0224292 Tree=5544 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=3.38534 5.89176 3.47783 threshold=0.08826500000000001 1.0000000180025095e-35 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040148876592776937 2.9827208079991423e-05 1.8162350361812482e-07 0.00028057522175558376 leaf_weight=8.74101665801936 57.550734146483592 36.459132068615872 13.123962922574718 leaf_count=497 945 596 214 internal_value=0 -7.7632e-05 7.64531e-05 internal_weight=0 45.2001 70.6747 internal_count=2252 1093 1159 is_linear=0 shrinkage=0.000439788 Tree=5545 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=3.06697 5.66686 3.6307 threshold=0.08826500000000001 1.0000000180025095e-35 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020214623729676813 0.0013238737875559863 0.00013534964254530645 0.014473785327014899 leaf_weight=8.4967711852877965 56.60209979359206 35.923455455777002 12.968271339130295 leaf_count=497 945 596 214 internal_value=0 -0.00376424 0.00377838 internal_weight=0 44.4202 69.5704 internal_count=2252 1093 1159 is_linear=0 shrinkage=0.0224292 Tree=5546 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=3.04479 5.4749 3.41516 threshold=0.08826500000000001 1.0000000180025095e-35 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039018950085840536 2.6998024312730602e-05 1.1335968957354208e-06 0.0002758504242187258 leaf_weight=8.5177187526387552 57.337968533291132 36.398409908229951 13.086399438194347 leaf_count=497 945 596 214 internal_value=0 -7.32096e-05 7.33025e-05 internal_weight=0 44.9161 70.4244 internal_count=2252 1093 1159 is_linear=0 shrinkage=0.000439788 Tree=5547 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=3.31031 5.571 3.481 threshold=0.08826500000000001 1.0000000180025095e-35 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039605361536570896 2.8118588384222476e-05 -2.7056551008710552e-06 0.00027889836001385073 leaf_weight=8.5857130489348474 57.622662279631186 36.525991808914114 13.130707906319001 leaf_count=497 945 596 214 internal_value=0 -7.7704e-05 7.4722e-05 internal_weight=0 45.1117 70.7534 internal_count=2252 1093 1159 is_linear=0 shrinkage=0.000439788 Tree=5548 num_leaves=4 num_cat=0 split_feature=39 4 1 split_gain=3.48215 4.65914 2.83496 threshold=0.085245000000000015 -0.49071999999999993 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046688835301047555 -0.00014607020188598115 -2.1263600204323199e-05 0.00031854291448395709 leaf_weight=4.7358492356725028 3.4173823012970379 99.474401283343468 9.7702532816037984 leaf_count=110 49 1895 189 internal_value=0 -4.15969e-05 0.000198108 internal_weight=0 104.21 13.1876 internal_count=2243 2005 238 is_linear=0 shrinkage=0.000439788 Tree=5549 num_leaves=4 num_cat=0 split_feature=39 4 1 split_gain=3.46607 4.48886 2.68626 threshold=0.085245000000000015 -0.49071999999999993 0.09518500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023853737593822859 -0.0068941260605488459 -0.0011115628977009428 0.016438533483824361 leaf_weight=4.5544451324967659 3.3630896958056828 96.356491768718115 9.3624571153777634 leaf_count=110 51 1895 187 internal_value=0 -0.00214231 0.0102711 internal_weight=0 100.911 12.7255 internal_count=2243 2005 238 is_linear=0 shrinkage=0.0224292 Tree=5550 num_leaves=4 num_cat=0 split_feature=39 4 1 split_gain=3.33403 4.3304 2.68538 threshold=0.085245000000000015 -0.49071999999999993 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023508379034153388 -0.0071867070691394117 -0.0010866469616630215 0.016285397761397705 leaf_weight=4.5183925620513028 3.3136904009734272 96.355563234708825 9.3107734621444234 leaf_count=110 49 1895 189 internal_value=0 -0.00209523 0.0101229 internal_weight=0 100.874 12.6245 internal_count=2243 2005 238 is_linear=0 shrinkage=0.0224292 Tree=5551 num_leaves=4 num_cat=0 split_feature=39 4 1 split_gain=3.46091 4.26119 2.64237 threshold=0.085245000000000015 -0.49071999999999993 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045533728205750739 -0.00013266796574572471 -2.161775635852754e-05 0.00031951217912704191 leaf_weight=4.5679551877547047 3.3786939624114884 97.735358845631708 9.4896765327430312 leaf_count=110 49 1895 189 internal_value=0 -4.10652e-05 0.000200768 internal_weight=0 102.303 12.8684 internal_count=2243 2005 238 is_linear=0 shrinkage=0.000439788 Tree=5552 num_leaves=4 num_cat=0 split_feature=403 0 402 split_gain=4.99498 4.57136 0.136578 threshold=0.093800000000000008 0.17126500000000003 0.090045000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025475308316849816 -0.028636322973172455 0.023527422508293257 -0.019730524807128367 leaf_weight=100.71967765692898 2.1843610732175867 4.2179680638946584 1.8525265831849536 leaf_count=2045 69 24 102 internal_value=0 0.000705277 -0.0246616 internal_weight=0 104.938 4.03689 internal_count=2240 2069 171 is_linear=0 shrinkage=0.0224292 Tree=5553 num_leaves=4 num_cat=0 split_feature=403 0 402 split_gain=4.85533 4.41625 0.134545 threshold=0.093800000000000008 0.17126500000000003 0.090045000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002490399884837605 -0.028502190341705872 0.02324114748032944 -0.019588760754187223 leaf_weight=100.71975184328403 2.1459402422333365 4.1748771508573546 1.8245373134268446 leaf_count=2045 69 24 102 internal_value=0 0.000689944 -0.0245196 internal_weight=0 104.895 3.97048 internal_count=2240 2069 171 is_linear=0 shrinkage=0.0224292 Tree=5554 num_leaves=4 num_cat=0 split_feature=403 0 402 split_gain=4.71935 4.26608 0.132713 threshold=0.093800000000000008 0.17126500000000003 0.090045000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024345521270035937 -0.028370057383357166 0.022956615975665312 -0.019444484018849011 leaf_weight=100.71982562505582 2.1080950715986542 4.1325398653279981 1.7972991121350785 leaf_count=2045 69 24 102 internal_value=0 0.00067494 -0.024377 internal_weight=0 104.852 3.90539 internal_count=2240 2069 171 is_linear=0 shrinkage=0.0224292 Tree=5555 num_leaves=4 num_cat=0 split_feature=403 0 402 split_gain=4.58694 4.12066 0.131073 threshold=0.093800000000000008 0.17126500000000003 0.090045000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023799550701045956 -0.028239901957515016 0.022673760600630814 -0.019297689222768741 leaf_weight=100.71989977373232 2.0708189580036556 4.0909582325839429 1.7707979392434934 leaf_count=2045 69 24 102 internal_value=0 0.000660258 -0.0242338 internal_weight=0 104.811 3.84162 internal_count=2240 2069 171 is_linear=0 shrinkage=0.0224292 Tree=5556 num_leaves=4 num_cat=0 split_feature=403 3 475 split_gain=3.81912 5.65321 3.61695 threshold=-1.0000000180025095e-35 -0.097454999999999986 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020879405827688242 -0.00028443219863559689 -0.00046255210678643389 0.00010211365327533937 leaf_weight=3.991790306288749 4.8883123827254158 6.1309982885359187 102.33110840171867 leaf_count=60 158 481 1537 internal_value=0 -0.000197921 8.44429e-05 internal_weight=0 10.1228 107.219 internal_count=2236 541 1695 is_linear=0 shrinkage=0.000439788 Tree=5557 num_leaves=4 num_cat=0 split_feature=403 3 475 split_gain=3.86686 5.60823 3.5401 threshold=-1.0000000180025095e-35 -0.097454999999999986 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020532382958288124 -0.00027962731494327172 -0.00046207701828469589 0.0001010056780174189 leaf_weight=3.9983823981601745 4.9355007829726665 6.1752206981618638 102.83258634015874 leaf_count=60 158 481 1537 internal_value=0 -0.000199885 8.35272e-05 internal_weight=0 10.1736 107.768 internal_count=2236 541 1695 is_linear=0 shrinkage=0.000439788 Tree=5558 num_leaves=4 num_cat=0 split_feature=403 3 475 split_gain=3.73245 5.73826 3.56605 threshold=-1.0000000180025095e-35 -0.097454999999999986 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002148536465525197 -0.00028237397507546475 -0.00046293802389960466 0.00010340011689633905 leaf_weight=3.99103715387173 4.8370797390962244 6.067651716857652 101.99581006445078 leaf_count=60 158 481 1537 internal_value=0 -0.00019411 8.58861e-05 internal_weight=0 10.0587 106.833 internal_count=2236 541 1695 is_linear=0 shrinkage=0.000439788 Tree=5559 num_leaves=4 num_cat=0 split_feature=403 3 475 split_gain=3.57558 5.59266 3.61976 threshold=-1.0000000180025095e-35 -0.097454999999999986 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010928756169391275 -0.014684564355509456 -0.023602723217282167 0.0052834304993955765 leaf_weight=3.9217920077499002 4.7659447100886601 5.8702456304890784 100.69383263896816 leaf_count=60 158 481 1537 internal_value=0 -0.00977822 0.00437854 internal_weight=0 9.79204 105.46 internal_count=2236 541 1695 is_linear=0 shrinkage=0.0224292 Tree=5560 num_leaves=3 num_cat=0 split_feature=4 133 split_gain=4.95577 3.57307 threshold=-0.49071999999999993 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021732954458921722 -0.025969429403122343 0.0017717160440177172 leaf_weight=4.9664534032344809 2.3704061146709128 103.82962664656588 leaf_count=112 136 2007 internal_value=0 0.00114797 internal_weight=0 106.2 internal_count=2255 2143 is_linear=0 shrinkage=0.0224292 Tree=5561 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=4.76323 3.62659 threshold=-0.44477499999999992 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035081360550184306 6.5323732787174349e-05 -0.00014037200122576766 leaf_weight=6.9244480192428446 85.012871310638729 20.574364468855492 leaf_count=124 1510 621 internal_value=0 2.52244e-05 internal_weight=0 105.587 internal_count=2255 2131 is_linear=0 shrinkage=0.000439788 Tree=5562 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=3.67491 4.67818 threshold=-0.41109999999999997 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029443672822765325 0.029939546904177678 -5.5953138046601939e-05 leaf_weight=2.0568071169109308 2.6625495580956331 106.41467974014449 leaf_count=72 7 2176 internal_value=0 0.000681341 internal_weight=0 109.077 internal_count=2255 2183 is_linear=0 shrinkage=0.0224292 Tree=5563 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=4.72286 3.81804 threshold=-0.44477499999999992 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034519712601871618 6.8100474649090528e-05 -0.0001413832037846868 leaf_weight=7.0075643138261503 85.816688871676888 20.912723871395428 leaf_count=124 1510 621 internal_value=0 2.7036e-05 internal_weight=0 106.729 internal_count=2255 2131 is_linear=0 shrinkage=0.000439788 Tree=5564 num_leaves=4 num_cat=0 split_feature=403 52 403 split_gain=3.28548 4.33632 2.96341 threshold=0.092660000000000006 0.18829500000000002 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5293598050928882e-05 0.00053176270764828336 -0.00034174807682462046 3.187271268610077e-05 leaf_weight=97.249849815387279 4.2803796123189368 7.0373771033300718 4.9221061140706297 leaf_count=1826 29 260 164 internal_value=0 -8.85797e-06 0.000265008 internal_weight=0 104.287 9.20249 internal_count=2279 2086 193 is_linear=0 shrinkage=0.000439788 Tree=5565 num_leaves=4 num_cat=0 split_feature=403 52 403 split_gain=3.35728 4.46811 2.91027 threshold=0.092660000000000006 0.18829500000000002 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.587838123667373e-05 0.00053187075378656121 -0.00034462531184160418 3.5191520628030375e-05 leaf_weight=97.210800911168917 4.2910043715673947 7.118617437183274 4.8547696056048153 leaf_count=1826 29 260 164 internal_value=0 -8.7781e-06 0.000268845 internal_weight=0 104.329 9.14577 internal_count=2279 2086 193 is_linear=0 shrinkage=0.000439788 Tree=5566 num_leaves=3 num_cat=0 split_feature=51 403 split_gain=4.34074 3.50178 threshold=-0.41109999999999997 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029271318252136028 0.00010005058508100448 0.01478201579251536 leaf_weight=2.3686549125413867 100.0091717264695 8.8805472068197542 leaf_count=83 2010 186 internal_value=0 0.00129983 internal_weight=0 108.89 internal_count=2279 2196 is_linear=0 shrinkage=0.0224292 Tree=5567 num_leaves=3 num_cat=0 split_feature=51 403 split_gain=4.22519 3.33404 threshold=-0.41109999999999997 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029170308183934585 9.7807588627069322e-05 0.014401400929309402 leaf_weight=2.3241145112260702 100.00849087338793 8.910958390493759 leaf_count=83 2010 186 internal_value=0 0.00127034 internal_weight=0 108.919 internal_count=2279 2196 is_linear=0 shrinkage=0.0224292 Tree=5568 num_leaves=4 num_cat=0 split_feature=401 0 2 split_gain=2.73153 2.72164 0.471432 threshold=0.087110000000000007 -0.2661949999999999 0.087995000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025259120409998718 -0.024994341290543499 0.00081505636258874786 -0.0083096279193150407 leaf_weight=2.3234239406883708 2.174243301415117 105.23777218889154 1.437007298809476 leaf_count=17 122 2072 72 internal_value=0 0.00134746 -0.0184337 internal_weight=0 107.561 3.61125 internal_count=2283 2089 194 is_linear=0 shrinkage=0.0224292 Tree=5569 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=2.86838 5.77526 4.56845 threshold=0.084045000000000022 -0.17035999999999998 0.081870000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020161676684891187 0.00015797829792850465 -0.0001556525733871876 -3.9968387006552978e-05 leaf_weight=30.073164636589354 16.34469701386115 37.094789800066792 30.458160177280661 leaf_count=458 139 1403 283 internal_value=0 -5.97051e-05 8.00816e-05 internal_weight=0 53.4395 60.5313 internal_count=2283 1542 741 is_linear=0 shrinkage=0.000439788 Tree=5570 num_leaves=4 num_cat=0 split_feature=401 0 2 split_gain=2.67238 2.64615 0.51392 threshold=0.087110000000000007 -0.2661949999999999 0.088465000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048783463232484969 -0.00048719147006346866 1.5931722333161459e-05 -0.00014792953602026161 leaf_weight=2.3297730376943937 2.2181859562115274 106.74717620900992 1.4434240115806458 leaf_count=17 128 2072 66 internal_value=0 2.60947e-05 -0.000354914 internal_weight=0 109.077 3.66161 internal_count=2283 2089 194 is_linear=0 shrinkage=0.000439788 Tree=5571 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=2.97713 5.945 4.61832 threshold=0.084045000000000022 -0.17035999999999998 0.081870000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020395674419976272 0.00016071483618352591 -0.00015857559934733182 -3.9159035352426602e-05 leaf_weight=29.828035052109044 16.176151431514882 37.143501251288399 30.603417762904428 leaf_count=458 139 1403 283 internal_value=0 -6.16862e-05 8.08657e-05 internal_weight=0 53.3197 60.4315 internal_count=2283 1542 741 is_linear=0 shrinkage=0.000439788 Tree=5572 num_leaves=4 num_cat=0 split_feature=484 484 0 split_gain=2.96991 3.88753 2.74259 threshold=0.08733500000000001 0.085515000000000022 -0.069974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018927029349239065 -0.026486048371734489 0.022654309531717723 0.0021572494410455074 leaf_weight=104.93148624219975 3.4393250606080983 4.7234083635266861 3.26820031684474 leaf_count=2026 142 42 52 internal_value=0 0.0027908 -0.0125633 internal_weight=0 109.655 6.70753 internal_count=2262 2068 194 is_linear=0 shrinkage=0.0224292 Tree=5573 num_leaves=4 num_cat=0 split_feature=483 1 160 split_gain=2.8714 3.56118 2.16746 threshold=0.088070000000000009 0.10384000000000002 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6317009332081036e-06 0.0037827185106012249 0.0087516220891686747 -0.026324896317195576 leaf_weight=77.954744717189897 1.9575884122459681 33.294114972290117 3.0833709151629582 leaf_count=1613 91 447 111 internal_value=0 0.00261345 -0.0146628 internal_weight=0 111.249 5.04096 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=5574 num_leaves=4 num_cat=0 split_feature=484 484 0 split_gain=2.84583 3.76097 2.65401 threshold=0.08733500000000001 0.085515000000000022 -0.069974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018081935931791705 -0.026201122408255915 0.022302507905433581 0.0020717424028899238 leaf_weight=104.79179490638489 3.3991252663327032 4.6882218860555431 3.2613022722071028 leaf_count=2026 142 42 52 internal_value=0 0.00268955 -0.0123909 internal_weight=0 109.48 6.66043 internal_count=2262 2068 194 is_linear=0 shrinkage=0.0224292 Tree=5575 num_leaves=4 num_cat=0 split_feature=483 1 160 split_gain=2.73304 3.43373 2.11139 threshold=0.088070000000000009 0.10384000000000002 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8311034234814749e-05 0.0038060125577885832 0.0085585830655464275 -0.025995639835191351 leaf_weight=77.91935904138154 1.9516417932463808 33.14796669073985 3.0518630144943009 leaf_count=1613 91 447 111 internal_value=0 0.00251442 -0.0144011 internal_weight=0 111.067 5.0035 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=5576 num_leaves=4 num_cat=0 split_feature=124 40 0 split_gain=3.58325 3.22882 2.10863 threshold=-0.043384999999999993 -0.063404999999999989 -0.078934999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8396361415476324e-05 -0.0003546598583331899 -1.8507906753899834e-05 0.0004551884843588784 leaf_weight=5.9291012407629751 5.8200393478618926 103.32715571855442 4.5900867141899635 leaf_count=103 92 2043 86 internal_value=0 -3.64914e-05 0.000232049 internal_weight=0 109.147 10.5192 internal_count=2324 2135 189 is_linear=0 shrinkage=0.000439788 Tree=5577 num_leaves=3 num_cat=0 split_feature=0 124 split_gain=3.33566 3.58798 threshold=-0.26595999999999992 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023864721578869871 0.011463709518697534 -0.0025141902628270092 leaf_weight=2.6987908687442532 10.117040375364011 104.30291779625622 leaf_count=21 189 2114 internal_value=0 -0.00127655 internal_weight=0 114.42 internal_count=2324 2303 is_linear=0 shrinkage=0.0224292 Tree=5578 num_leaves=3 num_cat=0 split_feature=0 124 split_gain=3.22068 3.44572 threshold=-0.26595999999999992 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023583167203321955 0.011280156912464848 -0.002458105006178555 leaf_weight=2.6703085033223024 10.05210896709468 104.29050205930616 leaf_count=21 189 2114 internal_value=0 -0.00124866 internal_weight=0 114.343 internal_count=2324 2303 is_linear=0 shrinkage=0.0224292 Tree=5579 num_leaves=4 num_cat=0 split_feature=401 12 43 split_gain=2.95146 2.8149 0.378822 threshold=0.087110000000000007 -0.077034999999999978 -0.022084999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010510187301860874 -0.010161090398603955 -0.0011851012655434755 -0.024732979183862053 leaf_weight=11.510980641469358 1.4404076723149049 101.40108686337408 2.557440591233898 leaf_count=233 57 1903 131 internal_value=0 8.76653e-06 -0.019556 internal_weight=0 112.912 3.99785 internal_count=2324 2136 188 is_linear=0 shrinkage=0.0224292 Tree=5580 num_leaves=4 num_cat=0 split_feature=403 15 52 split_gain=2.61317 5.02399 2.95068 threshold=0.092660000000000006 0.088235000000000022 -0.5138299999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023672372036203097 -0.0086565087098244408 0.028018643999730142 0.00037645790129602926 leaf_weight=2.6105029902973902 3.1370512513385611 4.6397357258683769 107.16800882621828 leaf_count=150 117 69 1976 internal_value=0 0.0132394 -0.000199433 internal_weight=0 7.77679 109.779 internal_count=2312 186 2126 is_linear=0 shrinkage=0.0224292 Tree=5581 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=2.5355 5.70501 4.42044 threshold=0.09167500000000002 0.088235000000000022 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8149970756400216e-06 6.888320378720537e-05 0.00036816533710721784 -0.00045532354542689895 leaf_weight=97.347206992475549 6.7274308074265718 9.1237493146982143 5.7624297473703319 leaf_count=1775 38 166 333 internal_value=0 3.60118e-05 -0.000173295 internal_weight=0 106.471 12.4899 internal_count=2312 1941 371 is_linear=0 shrinkage=0.000439788 Tree=5582 num_leaves=4 num_cat=0 split_feature=403 15 52 split_gain=2.48481 4.75808 2.88222 threshold=0.092660000000000006 0.088235000000000022 -0.5138299999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023639179442423601 -0.0084872648349686355 0.027177160791690018 0.00036933758962860009 leaf_weight=2.5568509715667451 3.129307198454625 4.6743391410709592 107.18955051751254 leaf_count=150 117 69 1976 internal_value=0 0.0128897 -0.000194022 internal_weight=0 7.80365 109.746 internal_count=2312 186 2126 is_linear=0 shrinkage=0.0224292 Tree=5583 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=2.38999 3.0801 threshold=0.062655000000000016 -0.40083999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031550656431540659 -0.00032905584583592959 3.827439294261646e-05 leaf_weight=4.9541706927993792 3.832402089432434 110.8921981850508 leaf_count=218 79 2015 internal_value=0 2.30955e-05 internal_weight=0 115.846 internal_count=2312 2233 is_linear=0 shrinkage=0.000439788 Tree=5584 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=4.36363 4.57717 threshold=-0.11377999999999998 -0.068504999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026229334409349346 0.0067176901097061132 -0.003013056016965263 leaf_weight=3.1161901760169703 38.837214319719351 64.977592257964716 leaf_count=125 870 1242 internal_value=0 0.000627791 internal_weight=0 103.815 internal_count=2237 2112 is_linear=0 shrinkage=0.0224292 Tree=5585 num_leaves=4 num_cat=0 split_feature=484 42 16 split_gain=4.20791 4.45088 1.61991 threshold=-1.0000000180025095e-35 -0.11377999999999998 -0.064734999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4682741487740768e-05 -0.0004954426060250701 3.7032062945820953e-05 -0.00050157117456724773 leaf_weight=3.4685953163425438 3.1146426716768465 97.598573076218599 4.1743572521081651 leaf_count=116 107 1757 257 internal_value=0 2.0474e-05 -0.000317609 internal_weight=0 100.713 7.64295 internal_count=2237 1864 373 is_linear=0 shrinkage=0.000439788 Tree=5586 num_leaves=4 num_cat=0 split_feature=484 42 1 split_gain=4.26478 4.48652 1.55525 threshold=-1.0000000180025095e-35 -0.11377999999999998 0.11695500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043653520846391783 -0.00049223873696259727 3.7375793101050986e-05 5.2529964709391322e-06 leaf_weight=5.6597496604008475 3.174308288293104 99.094117752047168 2.1146496352739632 leaf_count=348 107 1757 25 internal_value=0 2.08483e-05 -0.00031665 internal_weight=0 102.268 7.7744 internal_count=2237 1864 373 is_linear=0 shrinkage=0.000439788 Tree=5587 num_leaves=4 num_cat=0 split_feature=484 42 16 split_gain=4.14332 4.38133 1.6181 threshold=-1.0000000180025095e-35 -0.11377999999999998 -0.064734999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3339898034872264e-05 -0.00048931543237855488 3.6594158139161971e-05 -0.0004988428899199306 leaf_weight=3.5042029101750813 3.1434999623124886 98.167878156338702 4.1748602869774905 leaf_count=116 107 1757 257 internal_value=0 2.01871e-05 -0.000314489 internal_weight=0 101.311 7.67906 internal_count=2237 1864 373 is_linear=0 shrinkage=0.000439788 Tree=5588 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=3.92617 2.69572 2.04011 threshold=0.09167500000000002 0.088235000000000022 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2028145504165608e-05 -0.019304535766337939 0.013091513293810482 0.0021370323588835328 leaf_weight=92.208015711679764 7.7520281548058829 8.5047647688043053 3.1271685131359845 leaf_count=1755 331 167 27 internal_value=0 0.00102354 -0.0131483 internal_weight=0 100.713 10.8792 internal_count=2280 1922 358 is_linear=0 shrinkage=0.0224292 Tree=5589 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=3.77829 2.60795 1.9773 threshold=0.09167500000000002 -0.12851999999999997 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062332867018420968 -0.019053716304383374 -0.0014875192176179322 0.0020914830228599764 leaf_weight=32.452467443112255 7.6789968203047447 68.291484611992928 3.1240566782653332 leaf_count=274 331 1648 27 internal_value=0 0.00100028 -0.012946 internal_weight=0 100.744 10.8031 internal_count=2280 1922 358 is_linear=0 shrinkage=0.0224292 Tree=5590 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=3.6357 2.60379 1.91596 threshold=0.09167500000000002 0.092660000000000006 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4563028663469682e-05 -0.018803012204032528 0.014077003075652472 0.0020468608216210695 leaf_weight=93.5965528773595 7.6079162816859007 7.0775920013693385 3.1210158881731331 leaf_count=1783 331 139 27 internal_value=0 0.000978583 -0.012745 internal_weight=0 100.674 10.7289 internal_count=2280 1922 358 is_linear=0 shrinkage=0.0224292 Tree=5591 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=3.65478 2.66188 1.99066 threshold=0.09167500000000002 -0.12851999999999997 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012323831631956249 -0.00036632947574343812 -2.8328853709015041e-05 4.557713372573679e-05 leaf_weight=32.988151498444495 7.7762256019632314 69.796887849701307 3.1956625150050968 leaf_count=274 331 1648 27 internal_value=0 2.03294e-05 -0.000246487 internal_weight=0 102.785 10.9719 internal_count=2280 1922 358 is_linear=0 shrinkage=0.000439788 Tree=5592 num_leaves=3 num_cat=0 split_feature=1 403 split_gain=3.8867 4.40479 threshold=0.13840500000000003 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0022416766093554088 0.018126674251752673 0.010961748788135191 leaf_weight=93.166340732383105 5.9672382493881733 14.699673694398369 leaf_count=1892 111 248 internal_value=0 -0.00044073 internal_weight=0 107.866 internal_count=2251 2140 is_linear=0 shrinkage=0.0224292 Tree=5593 num_leaves=3 num_cat=0 split_feature=1 403 split_gain=3.98289 3.92366 threshold=0.13840500000000003 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2006982570272762e-05 0.00035408841505922518 0.00020003454581706145 leaf_weight=95.4069930926089 6.1453892468998665 14.969439177293678 leaf_count=1892 111 248 internal_value=0 -9.15198e-06 internal_weight=0 110.376 internal_count=2251 2140 is_linear=0 shrinkage=0.000439788 Tree=5594 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=4.11616 3.93068 threshold=0.13840500000000003 0.12649500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2554078851955574e-06 0.00035815913623298592 -0.00047013732259479807 leaf_weight=106.76263236130399 6.1219552438415112 3.4846727295553128 leaf_count=2095 111 45 internal_value=0 -1.17863e-05 internal_weight=0 110.247 internal_count=2251 2140 is_linear=0 shrinkage=0.000439788 Tree=5595 num_leaves=3 num_cat=0 split_feature=1 403 split_gain=3.88256 4.08503 threshold=0.13840500000000003 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1528737342897554e-05 0.00035453082695106831 0.00020620854522096911 leaf_weight=94.45824293575788 6.0175556431349824 14.885459963013998 leaf_count=1892 111 248 internal_value=0 -7.77301e-06 internal_weight=0 109.344 internal_count=2251 2140 is_linear=0 shrinkage=0.000439788 Tree=5596 num_leaves=4 num_cat=0 split_feature=403 15 0 split_gain=3.83022 3.64528 0.0199627 threshold=-0.092224999999999988 -0.0064449999999999985 -0.078759999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02339550369995053 -0.0025308363982744315 0.0055680135393254707 -0.018787007473540122 leaf_weight=2.2674451739439978 57.839527313208237 54.084036742984608 1.4492948148690619 leaf_count=155 1140 884 108 internal_value=0 0.001383 -0.0217037 internal_weight=0 111.924 3.71674 internal_count=2287 2024 263 is_linear=0 shrinkage=0.0224292 Tree=5597 num_leaves=4 num_cat=0 split_feature=403 15 0 split_gain=3.72578 3.4842 0.0206909 threshold=-0.092224999999999988 -0.0064449999999999985 -0.078824999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023372781249731103 -0.0024736183611286299 0.0054443492959331177 -0.018700822530825126 leaf_weight=2.197907002846478 57.850447050415823 54.072464282635337 1.4503760478546599 leaf_count=153 1140 884 110 internal_value=0 0.00135201 -0.0216225 internal_weight=0 111.923 3.64828 internal_count=2287 2024 263 is_linear=0 shrinkage=0.0224292 Tree=5598 num_leaves=4 num_cat=0 split_feature=403 4 0 split_gain=3.86866 3.32492 0.0257865 threshold=-0.092224999999999988 -0.076519999999999991 -0.078704999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004586609182408641 0.00014180003917723313 -2.2054691532236127e-05 -0.00036274565688867788 leaf_weight=2.3179035242646937 34.14445507952405 80.125239644086832 1.4771300691354543 leaf_count=158 621 1403 105 internal_value=0 2.69216e-05 -0.000423331 internal_weight=0 114.27 3.79503 internal_count=2287 2024 263 is_linear=0 shrinkage=0.000439788 Tree=5599 num_leaves=4 num_cat=0 split_feature=403 15 16 split_gain=3.74409 3.28444 0.0166643 threshold=-0.092224999999999988 -0.0064449999999999985 -0.082159999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036771982136657894 -4.6275054983987944e-05 0.00010360856381436775 -0.00045392428247642336 leaf_weight=1.440760570636485 58.63430237412831 54.58443129238367 2.2599041670473516 leaf_count=103 1140 884 160 internal_value=0 2.59913e-05 -0.000422422 internal_weight=0 113.219 3.70066 internal_count=2287 2024 263 is_linear=0 shrinkage=0.000439788 Tree=5600 num_leaves=3 num_cat=0 split_feature=51 49 split_gain=4.21307 3.74093 threshold=-0.40771999999999992 0.11115500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030961583470631923 -0.0015253100388051449 0.013026145477974441 leaf_weight=2.2647642231459022 95.329243868985941 9.7823612911306537 leaf_count=76 2006 138 internal_value=0 -0.000168938 internal_weight=0 105.112 internal_count=2220 2144 is_linear=0 shrinkage=0.0224292 Tree=5601 num_leaves=3 num_cat=0 split_feature=51 49 split_gain=4.15619 3.58424 threshold=-0.40771999999999992 0.11115500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060417232021595807 -2.9465962377464605e-05 0.00024845093933052763 leaf_weight=2.2578477397037195 96.723558211557247 9.8741827257908863 leaf_count=76 2006 138 internal_value=0 -3.68255e-06 internal_weight=0 106.598 internal_count=2220 2144 is_linear=0 shrinkage=0.000439788 Tree=5602 num_leaves=4 num_cat=0 split_feature=2 4 2 split_gain=4.00301 6.48777 2.9922 threshold=0.08826500000000001 -0.16223499999999996 0.090050000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021809354231107757 0.016406248054371683 -0.0091396738326110904 0.00095575818091393891 leaf_weight=3.7319996262667692 7.0373414838541057 37.270095789088373 59.299964208446909 leaf_count=36 123 1052 1009 internal_value=0 -0.00631386 0.00259906 internal_weight=0 41.0021 66.3373 internal_count=2220 1088 1132 is_linear=0 shrinkage=0.0224292 Tree=5603 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=3.83347 6.22874 2.8931 threshold=0.08826500000000001 -0.16223499999999996 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021462890510692244 -0.01549604673015482 -0.0089544642594536154 0.0037565442246955618 leaf_weight=3.7077708922442971 4.1725460314191869 37.189066876420839 62.154349930548051 leaf_count=36 84 1052 1048 internal_value=0 -0.00618805 0.00254128 internal_weight=0 40.8968 66.3269 internal_count=2220 1088 1132 is_linear=0 shrinkage=0.0224292 Tree=5604 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=4.56062 3.76953 0.0381052 threshold=0.093800000000000008 0.077655000000000016 0.087665000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021709991361533432 -0.020645241689165483 0.0076196247606201851 -0.026110142515747281 leaf_weight=79.596375309924042 1.7361992318765249 26.305181785239256 2.3314467990712728 leaf_count=1427 61 683 110 internal_value=0 0.000261856 -0.0238849 internal_weight=0 105.902 4.06765 internal_count=2281 2110 171 is_linear=0 shrinkage=0.0224292 Tree=5605 num_leaves=4 num_cat=0 split_feature=133 123 2 split_gain=5.32974 3.56425 1.23413 threshold=-0.108885 1.0000000180025095e-35 0.10094000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027732112051516763 -0.00074097914896735821 0.013853202570663066 -0.004809109715134925 leaf_weight=4.237972026145143 94.795029865370452 9.2197809632925765 1.6481564123459973 leaf_count=206 1831 184 60 internal_value=0 0.000554941 -0.0213498 internal_weight=0 104.015 5.88613 internal_count=2281 2015 266 is_linear=0 shrinkage=0.0224292 Tree=5606 num_leaves=4 num_cat=0 split_feature=133 123 2 split_gain=5.17587 3.44015 1.23362 threshold=-0.108885 1.0000000180025095e-35 0.10094000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027696736293928367 -0.00072436239988963366 0.013677398350178348 -0.0047059913410969264 leaf_weight=4.1492333865171522 94.795107222325896 9.1301041502447315 1.6469266372914715 leaf_count=206 1831 184 60 internal_value=0 0.00054315 -0.021201 internal_weight=0 103.925 5.79616 internal_count=2281 2015 266 is_linear=0 shrinkage=0.0224292 Tree=5607 num_leaves=4 num_cat=0 split_feature=133 123 4 split_gain=5.02596 3.31991 1.14552 threshold=-0.108885 1.0000000180025095e-35 0.23993500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027214122858159055 -0.00070811816966114937 0.013501870036354507 -0.0046557720502901113 leaf_weight=4.1395236249154541 94.795194184487627 9.0425992991367803 1.5685990022320764 leaf_count=239 1831 184 27 internal_value=0 0.000531597 -0.0210512 internal_weight=0 103.838 5.70812 internal_count=2281 2015 266 is_linear=0 shrinkage=0.0224292 Tree=5608 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.69922 3.27084 threshold=0.25682500000000003 -0.10628499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0066271283660011499 0.023019325631923625 -0.0026493659215232569 leaf_weight=24.910823426565912 3.4580306198622557 82.049558701488422 leaf_count=289 101 1833 internal_value=0 -0.000488095 internal_weight=0 106.96 internal_count=2223 2122 is_linear=0 shrinkage=0.0224292 Tree=5609 num_leaves=3 num_cat=0 split_feature=3 150 split_gain=3.81872 3.34357 threshold=0.25682500000000003 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038086013145523787 0.00045148227902828779 -2.5054056644653578e-05 leaf_weight=4.0580417290329924 3.5643790672766036 105.11462981235672 leaf_count=19 101 2103 internal_value=0 -9.90192e-06 internal_weight=0 109.173 internal_count=2223 2122 is_linear=0 shrinkage=0.000439788 Tree=5610 num_leaves=4 num_cat=0 split_feature=48 51 0 split_gain=3.1324 4.9895 4.70544 threshold=0.092805000000000012 0.10707500000000002 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053405340481199864 -0.0088810168359446436 -0.027958383738087234 0.014535119809408893 leaf_weight=85.546481124118145 5.9889026596210924 3.4538762265583491 15.348808422815635 leaf_count=1854 36 109 224 internal_value=0 -0.00160409 0.0079608 internal_weight=0 89.0004 21.3377 internal_count=2223 1963 260 is_linear=0 shrinkage=0.0224292 Tree=5611 num_leaves=3 num_cat=0 split_feature=3 150 split_gain=3.81263 3.27714 threshold=0.25682500000000003 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037684318917332173 0.00045186040577335822 -2.5089994182983595e-05 leaf_weight=4.0571540398523203 3.5507897667412172 104.70174387190855 leaf_count=19 101 2103 internal_value=0 -1.00327e-05 internal_weight=0 108.759 internal_count=2223 2122 is_linear=0 shrinkage=0.000439788 Tree=5612 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=2.77188 5.98782 5.69822 threshold=0.084175000000000014 0.086635000000000004 0.06269000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5829952490903231e-05 -0.00043764019617965752 2.3215550030526896e-05 0.00050536072561850967 leaf_weight=32.104759023262886 5.8846373023552578 71.388170255813748 6.5525181639823122 leaf_count=646 262 1353 47 internal_value=0 -1.19799e-05 0.000132239 internal_weight=0 77.2728 38.6573 internal_count=2308 1615 693 is_linear=0 shrinkage=0.000439788 Tree=5613 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=3.19184 5.77147 5.54279 threshold=0.084175000000000014 0.086635000000000004 0.06269000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033577864473525385 -0.022252999725657439 0.0010834753372892046 0.026018652311293272 leaf_weight=31.447189244296169 5.74981633030984 70.287827611795365 6.5462948611821039 leaf_count=646 262 1353 47 internal_value=0 -0.000686325 0.00727337 internal_weight=0 76.0376 37.9935 internal_count=2308 1615 693 is_linear=0 shrinkage=0.0224292 Tree=5614 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=2.95268 5.71187 5.28959 threshold=0.084175000000000014 0.086635000000000004 0.06269000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0947221914831493e-05 -0.00043179937656145944 1.9866536874422963e-05 0.00049450653998662358 leaf_weight=32.084512667177478 5.8396556906955075 71.549732178777049 6.5373359302757299 leaf_count=646 262 1353 47 internal_value=0 -1.43134e-05 0.000134542 internal_weight=0 77.3894 38.6218 internal_count=2308 1615 693 is_linear=0 shrinkage=0.000439788 Tree=5615 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=3.05283 5.92385 5.18659 threshold=-0.065034999999999996 0.09167500000000002 0.081870000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020111853935843647 0.0052416799628502552 -0.017685521363127024 -0.021083098832919717 leaf_weight=14.959293157793583 85.720987176799099 6.0522000288874542 7.2483571295160791 leaf_count=184 1722 346 56 internal_value=0 0.00372633 -0.00553819 internal_weight=0 91.7732 22.2077 internal_count=2308 2068 240 is_linear=0 shrinkage=0.0224292 Tree=5616 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=4.08929 4.93155 2.45569 threshold=0.10273000000000002 0.12110000000000001 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2387316611023944e-06 -0.00049514806056000064 0.00038756365057108198 -1.2142553598393489e-05 leaf_weight=99.715414374237298 4.7046052273653896 7.0820581190346266 3.5797509598778561 leaf_count=1892 184 151 67 internal_value=0 3.34577e-05 -0.000286945 internal_weight=0 106.797 8.28436 internal_count=2294 2043 251 is_linear=0 shrinkage=0.000439788 Tree=5617 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=4.07622 4.97751 2.36965 threshold=0.10273000000000002 0.12110000000000001 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035330622190052027 -0.025287844835407566 0.019866426585740345 -0.00092517210391727153 leaf_weight=98.406482981361478 4.6339356539538112 7.0283017586953056 3.5364540473092347 leaf_count=1892 184 151 67 internal_value=0 0.00165742 -0.0147695 internal_weight=0 105.435 8.17039 internal_count=2294 2043 251 is_linear=0 shrinkage=0.0224292 Tree=5618 num_leaves=4 num_cat=0 split_feature=42 43 3 split_gain=3.9412 4.67115 1.49109 threshold=0.10273000000000002 0.12110000000000001 -0.077774999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5935704702902336e-06 -0.00049960138560409294 0.00037665169608427923 -0.00012258126532120589 leaf_weight=100.60833152562918 3.4990625031059608 7.0823610451807317 4.8337497773172782 leaf_count=1892 104 151 147 internal_value=0 3.19274e-05 -0.000281677 internal_weight=0 107.691 8.33281 internal_count=2294 2043 251 is_linear=0 shrinkage=0.000439788 Tree=5619 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=3.90806 4.65407 2.58191 threshold=0.10273000000000002 0.12110000000000001 0.11831500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7058444030566229e-06 -0.0004380904790901923 0.00037632579571612331 9.9979769489838777e-05 leaf_weight=100.37426743075775 5.9001689372525998 7.0327217673038822 2.4254484217381105 leaf_count=1892 199 151 52 internal_value=0 3.09701e-05 -0.000281468 internal_weight=0 107.407 8.32562 internal_count=2294 2043 251 is_linear=0 shrinkage=0.000439788 Tree=5620 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=4.43863 4.36759 threshold=-0.27336999999999995 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02254799157252152 -0.02581552232841303 0.0036386092648571476 leaf_weight=3.5215796798074726 2.5736702854810565 109.60040004154871 leaf_count=50 132 2114 internal_value=0 0.00295855 internal_weight=0 112.174 internal_count=2296 2246 is_linear=0 shrinkage=0.0224292 Tree=5621 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=4.16752 4.33004 threshold=-0.27336999999999995 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042864858558763492 -2.3766796687349777e-06 0.00018488398791465985 leaf_weight=3.5559490375744636 79.918247872279608 34.04262738552643 leaf_count=50 1758 488 internal_value=0 5.35838e-05 internal_weight=0 113.961 internal_count=2296 2246 is_linear=0 shrinkage=0.000439788 Tree=5622 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=4.25906 4.21941 threshold=-0.27336999999999995 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02216752183776333 -0.02557263360047932 0.003553413111621653 leaf_weight=3.5008260001741283 2.541718936077813 109.61150045142131 leaf_count=50 132 2114 internal_value=0 0.00288909 internal_weight=0 112.153 internal_count=2296 2246 is_linear=0 shrinkage=0.0224292 Tree=5623 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=4.1011 4.26023 threshold=-0.27336999999999995 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042613818959303789 7.9252221758840017e-07 0.00018725174283476415 leaf_weight=3.4925950741016996 79.393219424124254 33.766941853682511 leaf_count=50 1758 488 internal_value=0 5.64541e-05 internal_weight=0 113.16 internal_count=2296 2246 is_linear=0 shrinkage=0.000439788 Tree=5624 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=5.85536 5.33787 4.18971 threshold=1.0000000180025095e-35 -0.055219999999999998 0.12292000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016357613022099045 0.0041848942254213324 0.0019446363788761312 -0.011353265602656695 leaf_weight=20.446123152298242 64.4976965341084 13.172825349582125 10.077482516702728 leaf_count=1055 885 121 200 internal_value=0 -0.00918926 0.00208283 internal_weight=0 33.6189 74.5752 internal_count=2261 1176 1085 is_linear=0 shrinkage=0.0224292 Tree=5625 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.62941 5.17095 4.12125 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016148928137739695 -0.016621649101021801 0.0019020474867715046 0.0035281585971689571 leaf_weight=20.248319678208645 5.4954673671745686 13.166208258364348 69.008475228765747 leaf_count=1055 133 121 952 internal_value=0 -0.00903934 0.00203802 internal_weight=0 33.4145 74.5039 internal_count=2261 1176 1085 is_linear=0 shrinkage=0.0224292 Tree=5626 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=5.6912 5.16475 4.02851 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031455040705637225 -0.00028990606373068955 3.7786221568404331e-05 7.3238531922404512e-05 leaf_weight=20.334082891858998 6.442389326170086 13.302129915595286 69.047721203700348 leaf_count=1055 137 121 948 internal_value=0 -0.000175269 4.2182e-05 internal_weight=0 33.6362 75.4901 internal_count=2261 1176 1085 is_linear=0 shrinkage=0.000439788 Tree=5627 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=5.41269 5.00818 3.95712 threshold=1.0000000180025095e-35 -0.055219999999999998 0.12292000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015938688952861636 0.0040373225810339504 0.0018608540718568934 -0.01109217089746384 leaf_weight=20.056703434904193 64.426259278869111 13.162384681374531 10.034825969545635 leaf_count=1055 885 121 200 internal_value=0 -0.00888897 0.00199606 internal_weight=0 33.2191 74.4611 internal_count=2261 1176 1085 is_linear=0 shrinkage=0.0224292 Tree=5628 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=3.77621 5.66165 4.69496 threshold=0.10098000000000001 -0.11372999999999998 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017126565033294356 -0.00025909060332398557 -0.00012160590439051949 0.00016885242615525213 leaf_weight=16.574823797724093 5.7131024578120551 55.345198351380532 36.787055587541545 leaf_count=139 56 1576 511 internal_value=0 -5.40826e-05 0.000111235 internal_weight=0 71.92 42.5002 internal_count=2282 1715 567 is_linear=0 shrinkage=0.000439788 Tree=5629 num_leaves=4 num_cat=0 split_feature=48 4 48 split_gain=2.96706 3.49274 3.08994 threshold=0.093265000000000015 0.28251000000000009 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7446065696541067e-05 0.00037571785910843681 0.00020727730969391536 2.8304145527102845e-05 leaf_weight=81.708542294883955 7.8010789722029612 10.910055628744884 13.508080460778727 leaf_count=1817 102 207 156 internal_value=0 -2.62265e-05 0.000155711 internal_weight=0 92.6186 21.3092 internal_count=2282 2024 258 is_linear=0 shrinkage=0.000439788 Tree=5630 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=4.02071 5.50863 4.77275 threshold=0.10098000000000001 -0.11372999999999998 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016643946424879408 -0.00025880368784230378 -0.00012278190595288872 0.00017229517605635235 leaf_weight=16.536677692929516 5.7212856390979132 55.215857431732729 36.92767022017506 leaf_count=139 56 1576 511 internal_value=0 -5.6099e-05 0.000114374 internal_weight=0 71.7525 42.649 internal_count=2282 1715 567 is_linear=0 shrinkage=0.000439788 Tree=5631 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=3.4191 5.32213 4.86677 threshold=0.10098000000000001 -0.11372999999999998 -0.14265999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0085723696814491279 -0.013876362356594946 -0.006002467625091934 0.008497358357560339 leaf_weight=16.389166636588925 5.6395467006368554 54.353639750406728 36.093833695354988 leaf_count=139 56 1576 511 internal_value=0 -0.00262448 0.00546897 internal_weight=0 70.7428 41.7334 internal_count=2282 1715 567 is_linear=0 shrinkage=0.0224292 Tree=5632 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=3.4467 5.44209 4.63822 threshold=-0.082084999999999977 -0.084904999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0038098633221227613 -0.010669454836739674 0.033485829438439592 0.0015733799308592829 leaf_weight=25.84263265923801 20.946043204949092 3.5159190275480787 60.44996617603465 leaf_count=444 873 118 840 internal_value=0 0.00738325 -0.00157889 internal_weight=0 29.3586 81.396 internal_count=2275 562 1713 is_linear=0 shrinkage=0.0224292 Tree=5633 num_leaves=4 num_cat=0 split_feature=4 1 13 split_gain=3.06143 4.59404 3.01361 threshold=-0.083954999999999988 1.0000000180025095e-35 -0.0031149999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029159290778290941 -0.0001955499040609492 3.3039587977229547e-05 2.8524618582180035e-06 leaf_weight=13.148086418361347 23.317204424536612 62.659561191259854 14.906561349984257 leaf_count=238 924 865 248 internal_value=0 -2.89843e-05 0.00013828 internal_weight=0 85.9768 28.0546 internal_count=2275 1789 486 is_linear=0 shrinkage=0.000439788 Tree=5634 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=3.28181 6.06447 4.47269 threshold=-0.082084999999999977 -0.084284999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035162301007484625 -0.010496927979368915 0.035397092858695495 0.0015440944802486299 leaf_weight=26.041513215415765 20.856861824431689 3.374540672703005 60.466204919328447 leaf_count=473 873 89 840 internal_value=0 0.00719411 -0.0015458 internal_weight=0 29.4161 81.3231 internal_count=2275 562 1713 is_linear=0 shrinkage=0.0224292 Tree=5635 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=3.03507 4.18649 2.98609 threshold=-0.083954999999999988 -0.13314999999999996 -0.0031149999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029354203070541411 9.4939292907014988e-05 -0.00010446815991927252 5.812737583515826e-06 leaf_weight=13.075349180253399 33.415737080322288 52.071189590380527 14.932590999640523 leaf_count=238 265 1524 248 internal_value=0 -2.65186e-05 0.000140246 internal_weight=0 85.4869 28.0079 internal_count=2275 1789 486 is_linear=0 shrinkage=0.000439788 Tree=5636 num_leaves=3 num_cat=0 split_feature=453 158 split_gain=5.8067 3.14644 threshold=1.0000000180025095e-35 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002657951541217088 -0.023162149642906183 -0.015799223602193616 leaf_weight=105.40622015306144 4.8588665255811057 4.8417435204755739 leaf_count=2041 61 198 internal_value=0 0.00184478 internal_weight=0 110.248 internal_count=2300 2239 is_linear=0 shrinkage=0.0224292 Tree=5637 num_leaves=3 num_cat=0 split_feature=453 394 split_gain=5.29091 2.91716 threshold=1.0000000180025095e-35 -0.081209999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030388931419495044 -0.00043231238172576245 4.7458347123971838e-05 leaf_weight=4.7527615432481971 4.9207539237104347 108.45222806042875 leaf_count=127 61 2112 internal_value=0 3.26587e-05 internal_weight=0 113.205 internal_count=2300 2239 is_linear=0 shrinkage=0.000439788 Tree=5638 num_leaves=3 num_cat=0 split_feature=453 158 split_gain=5.25978 3.04143 threshold=1.0000000180025095e-35 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9243989444808918e-05 -0.00043096143816025569 -0.00030119564298127687 leaf_weight=108.05870801675337 4.8971657865913576 4.9932808030789593 leaf_count=2041 61 198 internal_value=0 3.37175e-05 internal_weight=0 113.052 internal_count=2300 2239 is_linear=0 shrinkage=0.000439788 Tree=5639 num_leaves=3 num_cat=0 split_feature=453 158 split_gain=5.44982 2.97223 threshold=1.0000000180025095e-35 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.872317385731546e-05 -0.00043862278146985725 -0.0002992245358255512 leaf_weight=107.38018098400426 4.9210067306994452 4.9490942370466646 leaf_count=2041 61 198 internal_value=0 3.33448e-05 internal_weight=0 112.329 internal_count=2300 2239 is_linear=0 shrinkage=0.000439788 Tree=5640 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=4.66899 4.3989 2.57192 threshold=0.18829500000000002 0.14114500000000005 -0.029339999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016432419129372385 0.0063757735313053924 0.023744200438519204 -0.024359954848479616 leaf_weight=103.31891790320151 1.8525523983407763 4.7194726616144171 5.1618130807037224 leaf_count=1984 28 23 235 internal_value=0 0.00261271 -0.0162471 internal_weight=0 108.038 7.01437 internal_count=2270 2007 263 is_linear=0 shrinkage=0.0224292 Tree=5641 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=4.57281 4.20138 2.49187 threshold=0.18829500000000002 0.14114500000000005 -0.029339999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1435075216381016e-05 0.00011966037834855823 0.00045555345923844472 -0.00047291311675703057 leaf_weight=104.39238749502329 1.8587520860601214 4.7030743048526338 5.1573518040204354 leaf_count=1984 28 23 235 internal_value=0 4.97952e-05 -0.000316026 internal_weight=0 109.095 7.0161 internal_count=2270 2007 263 is_linear=0 shrinkage=0.000439788 Tree=5642 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=4.50311 4.28435 2.47871 threshold=0.18829500000000002 0.14114500000000005 -0.029339999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1964090086996132e-05 0.00012136287994848163 0.00045711963623597138 -0.00046772771686045617 leaf_weight=105.86056184010522 1.8717397197615353 4.7730131060816339 5.1836153272015499 leaf_count=1984 28 23 235 internal_value=0 5.03821e-05 -0.00031154 internal_weight=0 110.634 7.05536 internal_count=2270 2007 263 is_linear=0 shrinkage=0.000439788 Tree=5643 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=4.46008 4.21452 2.54158 threshold=0.18829500000000002 0.14114500000000005 -0.029339999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1623251251188913e-05 0.00012569592921697631 0.00045507134267031837 -0.00046630919332084938 leaf_weight=106.24904266182421 1.9041809893678872 4.7304212721064678 5.2333610536697952 leaf_count=1984 28 23 235 internal_value=0 4.97476e-05 -0.000308458 internal_weight=0 110.979 7.13754 internal_count=2270 2007 263 is_linear=0 shrinkage=0.000439788 Tree=5644 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=5.11224 3.91905 threshold=-0.094929999999999987 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026244738338997951 0.00049617356346427896 0.018761063804263088 leaf_weight=3.4122322066687039 100.71433662389245 6.2592131085693827 leaf_count=40 2182 67 internal_value=0 0.00156804 internal_weight=0 106.974 internal_count=2289 2249 is_linear=0 shrinkage=0.0224292 Tree=5645 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.87482 3.77483 threshold=-0.094929999999999987 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025591220712182717 0.00048504419487768995 0.01846822070744443 leaf_weight=3.4212653834838411 100.71487962482206 6.2166360875125966 leaf_count=40 2182 67 internal_value=0 0.00153364 internal_weight=0 106.932 internal_count=2289 2249 is_linear=0 shrinkage=0.0224292 Tree=5646 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=4.64857 3.42684 threshold=-0.094929999999999987 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024954857323618119 0.0025168905702910183 -0.01435055266585766 leaf_weight=3.4302008808590463 100.46130036231625 6.4292377538804422 leaf_count=40 2006 243 internal_value=0 0.00149997 internal_weight=0 106.891 internal_count=2289 2249 is_linear=0 shrinkage=0.0224292 Tree=5647 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.4329 3.62908 threshold=-0.094929999999999987 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024335192822357833 0.00044198036220333847 0.018137885322435151 leaf_weight=3.4390354698989531 100.67774180388005 6.169494512374512 leaf_count=40 2182 67 internal_value=0 0.00146682 internal_weight=0 106.847 internal_count=2289 2249 is_linear=0 shrinkage=0.0224292 Tree=5648 num_leaves=4 num_cat=0 split_feature=2 40 12 split_gain=4.2488 4.95265 4.37023 threshold=0.089765000000000025 0.0046150000000000002 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015291346099270678 0.00011554618412396196 0.00044929079159073716 -0.0001727248231102598 leaf_weight=44.17337715269241 50.575156948354561 2.791061700496356 12.713217006272314 leaf_count=1230 629 24 422 internal_value=0 -0.000116957 5.76044e-05 internal_weight=0 46.9644 63.2884 internal_count=2305 1254 1051 is_linear=0 shrinkage=0.000439788 Tree=5649 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=4.53801 5.52532 5.42572 threshold=0.0055300000000000011 0.088985000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5340024092633638e-05 3.7327950385728815e-06 0.00035259235186155144 -0.00051942348168623363 leaf_weight=55.746843079363316 38.879266534542694 11.32386943255551 5.320889531314605 leaf_count=1542 559 102 102 internal_value=0 8.2526e-05 -9.59258e-05 internal_weight=0 50.2031 61.0677 internal_count=2305 661 1644 is_linear=0 shrinkage=0.000439788 Tree=5650 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=4.4095 5.46814 5.41155 threshold=0.0055300000000000011 0.088985000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028541645084210511 7.1317010046619659e-05 0.017954048395293375 -0.026635559550748873 leaf_weight=54.346709578909213 38.09644838087479 11.09172884293366 5.2631826681608791 leaf_count=1542 559 102 102 internal_value=0 0.0041092 -0.00496177 internal_weight=0 49.1882 59.6099 internal_count=2305 661 1644 is_linear=0 shrinkage=0.0224292 Tree=5651 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=4.3437 5.34735 5.21738 threshold=0.0055300000000000011 0.088985000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4674335528874689e-05 3.2986556972300245e-06 0.00034915690701925456 -0.00051284184956058203 leaf_weight=55.167873122030869 38.526925423928333 11.12922959087882 5.2477762887574491 leaf_count=1542 559 102 102 internal_value=0 8.09188e-05 -9.46208e-05 internal_weight=0 49.6562 60.4156 internal_count=2305 661 1644 is_linear=0 shrinkage=0.000439788 Tree=5652 num_leaves=4 num_cat=0 split_feature=12 2 49 split_gain=5.56614 7.80524 3.91698 threshold=0.084045000000000022 0.086635000000000004 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031293915275848661 -0.00038566244734813423 -1.5992088561712182e-05 8.5151805158504239e-05 leaf_weight=5.2061887364834538 17.204569785557396 30.809546366141149 56.186652422969928 leaf_count=53 624 900 697 internal_value=0 -0.000148554 5.13064e-05 internal_weight=0 48.0141 61.3928 internal_count=2274 1524 750 is_linear=0 shrinkage=0.000439788 Tree=5653 num_leaves=4 num_cat=0 split_feature=12 2 49 split_gain=4.98952 7.62533 4.08865 threshold=0.084045000000000022 0.086635000000000004 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016782702437353404 -0.019566403583214011 -0.00066301418567559433 0.0041484388748786972 leaf_weight=5.1119971740990868 16.639009730628459 30.196011883999745 55.23702827958914 leaf_count=53 624 900 697 internal_value=0 -0.00738403 0.00237067 internal_weight=0 46.835 60.349 internal_count=2274 1524 750 is_linear=0 shrinkage=0.0224292 Tree=5654 num_leaves=4 num_cat=0 split_feature=12 2 49 split_gain=4.78495 7.3895 3.9041 threshold=0.084045000000000022 0.086635000000000004 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016379148960133962 -0.019315063198823243 -0.00064819662797865332 0.0040587702912474113 leaf_weight=5.1208341643214217 16.479537282975798 30.193990578060038 55.191998776848777 leaf_count=53 624 900 697 internal_value=0 -0.00724432 0.00231886 internal_weight=0 46.6735 60.3128 internal_count=2274 1524 750 is_linear=0 shrinkage=0.0224292 Tree=5655 num_leaves=3 num_cat=0 split_feature=150 16 split_gain=3.4958 3.97223 threshold=0.11740500000000002 0.017150000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0059230116045857475 0.014997678591221031 0.0035313301579788393 leaf_weight=67.536346031651192 5.8600152835715553 33.398710449888313 leaf_count=1636 79 559 internal_value=0 -0.00279456 internal_weight=0 100.935 internal_count=2274 2195 is_linear=0 shrinkage=0.0224292 Tree=5656 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=5.04331 4.96536 4.40092 threshold=-0.074459999999999985 -0.077774999999999983 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8821348796430214e-06 -0.00036485064286094628 0.00031180302341056752 -2.5530338756533578e-05 leaf_weight=26.935051734406443 8.4241958110105752 16.73582142329542 59.451906384063477 leaf_count=633 506 243 872 internal_value=0 0.000123821 -6.77346e-05 internal_weight=0 43.6709 67.8761 internal_count=2254 876 1378 is_linear=0 shrinkage=0.000439788 Tree=5657 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=5.15263 4.69358 4.34199 threshold=-0.074459999999999985 -0.077774999999999983 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066501027184376598 -0.018783503117155712 0.015917987562615418 -0.0013243118824824999 leaf_weight=26.546900785895559 8.1456023788014118 16.413061351486249 58.606774665891862 leaf_count=633 506 243 872 internal_value=0 0.00649697 -0.00345957 internal_weight=0 42.96 66.7524 internal_count=2254 876 1378 is_linear=0 shrinkage=0.0224292 Tree=5658 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=4.93366 4.52414 4.19809 threshold=-0.074459999999999985 -0.077774999999999983 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065002839178705048 -0.018528769451083896 0.015651199187661054 -0.0012944437318358267 leaf_weight=26.55001665281452 8.0734628744212369 16.319819844269659 58.614593888396485 leaf_count=633 506 243 872 internal_value=0 0.00636514 -0.00338559 internal_weight=0 42.8698 66.6881 internal_count=2254 876 1378 is_linear=0 shrinkage=0.0224292 Tree=5659 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=4.53395 4.49072 4.11875 threshold=-0.074459999999999985 -0.077774999999999983 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1136723597513189e-06 -0.00035501130534538078 0.00030091225998534187 -2.2060707463312734e-05 leaf_weight=26.87655693877241 8.161539983146211 16.423093723715283 59.136291501221422 leaf_count=633 506 243 872 internal_value=0 0.000119874 -6.25285e-05 internal_weight=0 43.2997 67.2978 internal_count=2254 876 1378 is_linear=0 shrinkage=0.000439788 Tree=5660 num_leaves=4 num_cat=0 split_feature=16 403 43 split_gain=6.72824 4.3195 1.23497 threshold=0.50720500000000013 0.092660000000000006 -0.072739999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5112705268923803e-05 -0.00080739174472489251 0.0003462865762366643 -0.00031452335189464866 leaf_weight=100.82077623619625 1.7979031674185533 8.2211192280374217 2.2340845809230805 leaf_count=2017 45 171 105 internal_value=0 4.01375e-05 -0.000537068 internal_weight=0 109.042 4.03199 internal_count=2338 2188 150 is_linear=0 shrinkage=0.000439788 Tree=5661 num_leaves=4 num_cat=0 split_feature=16 403 43 split_gain=6.41036 4.26127 1.21913 threshold=0.50720500000000013 0.092660000000000006 -0.072739999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077965924758696887 -0.040839450853471633 0.017615317394393155 -0.015531798132727393 leaf_weight=98.472979404890793 1.764322918126709 8.1735587283328623 2.1529480692115603 leaf_count=2017 45 171 105 internal_value=0 0.00207289 -0.0270731 internal_weight=0 106.647 3.91727 internal_count=2338 2188 150 is_linear=0 shrinkage=0.0224292 Tree=5662 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.06417 4.32391 threshold=0.25845500000000005 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016094666919057973 -0.026089221606265454 0.00043674888138425452 leaf_weight=9.7417899584397656 3.344072458727168 97.475367729279242 leaf_count=94 68 2176 internal_value=0 0.00186205 internal_weight=0 107.217 internal_count=2338 2270 is_linear=0 shrinkage=0.0224292 Tree=5663 num_leaves=4 num_cat=0 split_feature=16 403 43 split_gain=6.0856 4.02306 1.12742 threshold=0.50720500000000013 0.092660000000000006 -0.072739999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073721898374770655 -0.039741901316152024 0.017057906825841889 -0.015323432236762318 leaf_weight=98.426105131318764 1.7572923901170727 8.2148734522488649 2.1351115915822438 leaf_count=2017 45 171 105 internal_value=0 0.00199728 -0.0264877 internal_weight=0 106.641 3.8924 internal_count=2338 2188 150 is_linear=0 shrinkage=0.0224292 Tree=5664 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=3.75014 3.51697 0.786256 threshold=1.0000000180025095e-35 -0.24600999999999998 -0.081249999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021860416105536448 -0.00011561090212956074 7.7096795984939211e-05 -0.00052020711931242177 leaf_weight=8.4378127744712383 1.458999291207874 97.197742200845823 2.6042356519683372 leaf_count=254 68 1817 132 internal_value=0 5.3442e-05 -0.000376148 internal_weight=0 105.636 4.06323 internal_count=2271 2071 200 is_linear=0 shrinkage=0.000439788 Tree=5665 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=3.78482 3.59024 0.771578 threshold=1.0000000180025095e-35 -0.24600999999999998 -0.081249999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022084848997005381 -0.00011824993749750457 7.8640046353087539e-05 -0.00052062138459906795 leaf_weight=8.3957148406334436 1.4446846379141787 96.902959463546722 2.5963714257304664 leaf_count=254 68 1817 132 internal_value=0 5.47254e-05 -0.000378005 internal_weight=0 105.299 4.04106 internal_count=2271 2071 200 is_linear=0 shrinkage=0.000439788 Tree=5666 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=3.90214 3.61877 0.782941 threshold=1.0000000180025095e-35 -0.24600999999999998 -0.081249999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021980346241489673 -0.00011980320636346438 8.0015704963339019e-05 -0.0005234980226304978 leaf_weight=8.4462538242951251 1.4522758537204934 97.148750776232191 2.6314477702035211 leaf_count=254 68 1817 132 internal_value=0 5.59986e-05 -0.000381159 internal_weight=0 105.595 4.08372 internal_count=2271 2071 200 is_linear=0 shrinkage=0.000439788 Tree=5667 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=3.7584 3.48254 0.739585 threshold=1.0000000180025095e-35 -0.24600999999999998 -0.080934999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01115178892377237 -0.0063917570359853524 0.0039719337808070687 -0.026577237514782862 leaf_weight=8.3060727398624277 1.4394920295744671 95.891300798790326 2.5519362758204798 leaf_count=254 70 1817 130 internal_value=0 0.00276453 -0.0193625 internal_weight=0 104.197 3.99143 internal_count=2271 2071 200 is_linear=0 shrinkage=0.0224292 Tree=5668 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=4.10923 3.68036 threshold=1.0000000180025095e-35 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023830592889635328 -0.019995773829422515 0.0021938987489351675 leaf_weight=2.7897829125940907 4.6545191016048184 102.23772966413162 leaf_count=162 59 2018 internal_value=0 0.00149842 internal_weight=0 105.028 internal_count=2239 2180 is_linear=0 shrinkage=0.0224292 Tree=5669 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.55057 4.15334 threshold=1.0000000180025095e-35 0.24564500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9686454672278545e-05 -0.00038785938420433724 0.00018548968637849603 leaf_weight=88.097376524601714 4.7280519494088358 19.296972233656561 leaf_count=1878 59 302 internal_value=0 7.99713e-07 internal_weight=0 107.394 internal_count=2239 2180 is_linear=0 shrinkage=0.000439788 Tree=5670 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.68264 4.05746 threshold=1.0000000180025095e-35 0.24564500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4666530458741074e-05 -0.00036970055594537555 0.00020508878251265878 leaf_weight=87.856052979386732 4.730893404223024 19.91859223326901 leaf_count=1878 59 302 internal_value=0 2.59771e-05 internal_weight=0 107.775 internal_count=2239 2180 is_linear=0 shrinkage=0.000439788 Tree=5671 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.92066 3.66224 threshold=1.0000000180025095e-35 0.24564500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055621433742301409 -0.01958599908090241 0.010240580371618896 leaf_weight=85.695563889956247 4.6425532768480471 19.359054092812585 leaf_count=1878 59 302 internal_value=0 0.00143488 internal_weight=0 105.055 internal_count=2239 2180 is_linear=0 shrinkage=0.0224292 Tree=5672 num_leaves=4 num_cat=0 split_feature=3 0 3 split_gain=3.403 7.83063 4.96971 threshold=-0.078904999999999989 -0.061684999999999997 -0.076584999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020350717736563142 0.00052411190043299125 0.00018350195650496126 4.7896787978527307e-05 leaf_weight=30.538394154002162 4.5286695650138418 15.096004422986878 62.427405868034839 leaf_count=1098 126 186 887 internal_value=0 -7.54601e-05 8.02465e-05 internal_weight=0 45.6344 66.9561 internal_count=2297 1284 1013 is_linear=0 shrinkage=0.000439788 Tree=5673 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.32828 3.44295 threshold=0.062655000000000016 -0.078904999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0031902463709010519 -0.01969960063679816 0.0049654930436154121 leaf_weight=43.900857190645183 3.78547910972702 63.946346128828736 leaf_count=1233 81 983 internal_value=0 0.0016456 internal_weight=0 107.847 internal_count=2297 2216 is_linear=0 shrinkage=0.0224292 Tree=5674 num_leaves=4 num_cat=0 split_feature=43 42 0 split_gain=3.36716 5.06513 4.22619 threshold=0.076795000000000016 -0.0044549999999999998 -0.035274999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026036321485899176 -1.9576965211682732e-05 2.7186548233321411e-05 0.00043971590368601385 leaf_weight=13.780698125283378 7.8457640338019701 83.762350298846286 7.6339309780742024 leaf_count=534 206 1518 39 internal_value=0 -1.34809e-05 0.000207189 internal_weight=0 97.543 15.4797 internal_count=2297 2052 245 is_linear=0 shrinkage=0.000439788 Tree=5675 num_leaves=4 num_cat=0 split_feature=43 42 0 split_gain=3.27527 5.02874 4.15593 threshold=0.076795000000000016 -0.0044549999999999998 -0.035274999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013282418855430508 -0.0010127243795066212 0.0014411794069210592 0.022338894898092175 leaf_weight=13.567568678412497 7.7579951210645959 82.692377364361164 7.5582638001942524 leaf_count=534 206 1518 39 internal_value=0 -0.000636292 0.0105243 internal_weight=0 96.2599 15.3163 internal_count=2297 2052 245 is_linear=0 shrinkage=0.0224292 Tree=5676 num_leaves=4 num_cat=0 split_feature=51 1 51 split_gain=3.17897 8.03994 4.57832 threshold=0.087505000000000013 0.094090000000000021 0.07955000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6098316428707967e-05 -0.0006146252863675597 4.7940067601211079e-05 0.00040571872815249832 leaf_weight=87.13888545395821 5.2550731890551132 10.779945927555671 6.2328114900737992 leaf_count=1893 195 139 40 internal_value=0 -0.000169672 4.21841e-05 internal_weight=0 16.035 93.3717 internal_count=2267 334 1933 is_linear=0 shrinkage=0.000439788 Tree=5677 num_leaves=4 num_cat=0 split_feature=51 1 51 split_gain=3.15098 8.10604 4.55579 threshold=0.087505000000000013 0.094090000000000021 0.07955000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6402140752071375e-05 -0.00061612063801604012 4.9879276071679936e-05 0.00040529868832441418 leaf_weight=87.059240947532089 5.2413045469584203 10.766648257762425 6.2250977568328372 leaf_count=1893 195 139 40 internal_value=0 -0.000168656 4.24318e-05 internal_weight=0 16.008 93.2843 internal_count=2267 334 1933 is_linear=0 shrinkage=0.000439788 Tree=5678 num_leaves=4 num_cat=0 split_feature=51 1 51 split_gain=3.26203 7.94348 4.54279 threshold=0.087505000000000013 0.094090000000000021 0.07955000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085957631104832254 -0.031460511338041681 0.0023060926818121211 0.020706803374554016 leaf_weight=86.337901971721294 5.2064086338905318 10.636503440691738 6.2006563371978691 leaf_count=1893 195 139 40 internal_value=0 -0.00881503 0.00219346 internal_weight=0 15.8429 92.5386 internal_count=2267 334 1933 is_linear=0 shrinkage=0.0224292 Tree=5679 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=3.13974 3.42833 0.52564 threshold=1.0000000180025095e-35 0.27190000000000009 -0.079594999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3317397778335021e-06 -0.00018398147604248229 0.00022859748141161967 -0.00051851631901486293 leaf_weight=93.318545173213352 1.5758593821665274 13.77030031319009 2.2298334556762702 leaf_count=1802 83 258 124 internal_value=0 2.39126e-05 -0.000381602 internal_weight=0 107.089 3.80569 internal_count=2267 2060 207 is_linear=0 shrinkage=0.000439788 Tree=5680 num_leaves=3 num_cat=0 split_feature=453 1374 split_gain=4.26639 3.22283 threshold=1.0000000180025095e-35 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017112244066894135 -0.020474935868397076 0.0033070995443536958 leaf_weight=4.0256661479361346 4.2034215913154176 100.83000735684618 leaf_count=39 56 2142 internal_value=0 0.00252018 internal_weight=0 104.856 internal_count=2237 2181 is_linear=0 shrinkage=0.0224292 Tree=5681 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.08161 3.22431 threshold=1.0000000180025095e-35 0.27467500000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7550150295932654e-05 -0.00039378100915362973 0.0002651066665425432 leaf_weight=95.595886554576282 4.2669714926742008 11.369624336279228 leaf_count=1960 56 221 internal_value=0 4.39061e-05 internal_weight=0 106.966 internal_count=2237 2181 is_linear=0 shrinkage=0.000439788 Tree=5682 num_leaves=3 num_cat=0 split_feature=453 1374 split_gain=4.08447 3.06871 threshold=1.0000000180025095e-35 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016663673771985958 -0.020069846432808888 0.0032271220301226108 leaf_weight=4.0401525511406353 4.1922571035102001 100.85821380770722 leaf_count=39 56 2142 internal_value=0 0.00245814 internal_weight=0 104.898 internal_count=2237 2181 is_linear=0 shrinkage=0.0224292 Tree=5683 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.71563 3.17231 threshold=1.0000000180025095e-35 0.27467500000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9647949321322951e-05 -0.0003720538876823049 0.00026533709446917812 leaf_weight=96.046691798008396 4.2640899794641873 11.349136450327931 leaf_count=1960 56 221 internal_value=0 4.56539e-05 internal_weight=0 107.396 internal_count=2237 2181 is_linear=0 shrinkage=0.000439788 Tree=5684 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=2.82603 2.84798 threshold=0.076175000000000007 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020226451877931282 -0.00037464018379195071 -3.7303847513983775e-06 leaf_weight=15.033541061809954 3.5208081189011855 94.322185912358691 leaf_count=269 77 1946 internal_value=0 2.46189e-05 internal_weight=0 109.356 internal_count=2292 2215 is_linear=0 shrinkage=0.000439788 Tree=5685 num_leaves=3 num_cat=0 split_feature=14 49 split_gain=2.66776 2.73584 threshold=0.076175000000000007 0.27293500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00192060838296314 -0.018738881876842983 -0.018378249015594105 leaf_weight=104.14662159362342 3.4409481087568556 3.4318649717024519 leaf_count=2178 77 37 internal_value=0 0.00126991 internal_weight=0 107.578 internal_count=2292 2215 is_linear=0 shrinkage=0.0224292 Tree=5686 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=2.56857 2.80065 threshold=0.076175000000000007 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010317666728580963 -0.018466283138862262 -0.00020137731476454099 leaf_weight=14.738237980218399 3.4140154579617947 92.822669917219173 leaf_count=269 77 1946 internal_value=0 0.00124154 internal_weight=0 107.561 internal_count=2292 2215 is_linear=0 shrinkage=0.0224292 Tree=5687 num_leaves=3 num_cat=0 split_feature=14 16 split_gain=2.5594 2.85631 threshold=0.076175000000000007 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.415501206985068e-05 -0.00035937215142834968 -0.00020399916642006876 leaf_weight=100.32519924379449 3.4934585279152079 9.833092308326739 leaf_count=1976 77 239 internal_value=0 2.19724e-05 internal_weight=0 110.158 internal_count=2292 2215 is_linear=0 shrinkage=0.000439788 Tree=5688 num_leaves=4 num_cat=0 split_feature=13 49 3 split_gain=4.19234 6.17975 5.62253 threshold=-0.032264999999999995 -0.085074999999999998 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013614789410585014 -0.017449446195367695 0.0053965295157350646 0.0030144142128012406 leaf_weight=21.79212170486062 6.5627985214814535 62.694099040669244 19.250680074532283 leaf_count=781 62 975 456 internal_value=0 0.00322743 -0.00581727 internal_weight=0 69.2569 41.0428 internal_count=2274 1037 1237 is_linear=0 shrinkage=0.0224292 Tree=5689 num_leaves=4 num_cat=0 split_feature=13 49 3 split_gain=4.01547 5.90553 5.40552 threshold=-0.032264999999999995 -0.085074999999999998 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013378760494784109 -0.017049919240146909 0.0052786056014774395 0.0029488397524086714 leaf_weight=21.680787462908484 6.5663426954997695 62.657930011519056 19.237954895419534 leaf_count=781 62 975 456 internal_value=0 0.00315649 -0.00570454 internal_weight=0 69.2243 40.9187 internal_count=2274 1037 1237 is_linear=0 shrinkage=0.0224292 Tree=5690 num_leaves=4 num_cat=0 split_feature=13 49 4 split_gain=3.84579 5.64332 5.57011 threshold=-0.032264999999999995 -0.085074999999999998 0.40426000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.008671575226421752 -0.016658932634400877 0.0051631701789544744 0.016687207253702967 leaf_weight=35.856840630000079 6.5701261358335605 62.62284424354948 4.9420149745710651 leaf_count=1108 62 975 129 internal_value=0 0.00308706 -0.00559347 internal_weight=0 69.193 40.7989 internal_count=2274 1037 1237 is_linear=0 shrinkage=0.0224292 Tree=5691 num_leaves=4 num_cat=0 split_feature=13 4 49 split_gain=3.60878 5.53104 5.13317 threshold=-0.032264999999999995 0.40426000000000001 -0.085074999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016627205300457016 -0.00030920391040916746 0.00032386043388786995 9.5024055719549001e-05 leaf_weight=36.69989688536225 6.6999495144700623 5.0498292051197486 63.513519475720386 leaf_count=1108 62 129 975 internal_value=0 -0.000106867 5.6378e-05 internal_weight=0 41.7497 70.2135 internal_count=2274 1237 1037 is_linear=0 shrinkage=0.000439788 Tree=5692 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.70528 3.8085 threshold=-0.11377999999999998 -0.10271999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054884486668262491 0.00050960997832942101 -1.1694449830779203e-05 leaf_weight=3.0705219854171437 2.7614370222436255 107.69577258555 leaf_count=117 22 2141 internal_value=0 1.424e-06 internal_weight=0 110.457 internal_count=2280 2163 is_linear=0 shrinkage=0.000439788 Tree=5693 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.55011 4.89544 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054113779321234251 0.00060407651506307037 -1.0879799592865986e-05 leaf_weight=3.0300818088726365 2.5447527347132555 106.79595497453556 leaf_count=117 17 2146 internal_value=0 3.5354e-06 internal_weight=0 109.341 internal_count=2280 2163 is_linear=0 shrinkage=0.000439788 Tree=5694 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.6369 4.41681 threshold=-0.11377999999999998 -0.10324499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028082378231184216 0.028700870712185363 -0.00060509628829967402 leaf_weight=2.996952832221722 2.6330699416575944 105.55606135832568 leaf_count=117 20 2143 internal_value=0 0.00011308 internal_weight=0 108.189 internal_count=2280 2163 is_linear=0 shrinkage=0.0224292 Tree=5695 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.45062 3.77075 threshold=-0.11377999999999998 -0.10271999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027565196278456074 0.02603913141346359 -0.00056539340629435414 leaf_weight=2.9851953549296004 2.7308574186172327 105.44078740707846 leaf_count=117 22 2141 internal_value=0 0.00011073 internal_weight=0 108.172 internal_count=2280 2163 is_linear=0 shrinkage=0.0224292 Tree=5696 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=3.9676 3.47261 0.298592 threshold=0.11524500000000001 -0.062294999999999996 0.079220000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.975909032510164e-05 -0.00052112363135851686 0.00014481453074495417 -0.00026861412658181179 leaf_weight=76.93398342749424 2.4467437334096753 30.864944991917582 1.5517266939859835 leaf_count=1631 175 397 81 internal_value=0 2.02415e-05 -0.000424872 internal_weight=0 107.799 3.99847 internal_count=2284 2028 256 is_linear=0 shrinkage=0.000439788 Tree=5697 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=3.91455 3.52401 0.318698 threshold=0.11524500000000001 -0.062294999999999996 0.079220000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1936373999851238e-05 -0.00052730897496834021 0.00014467648415267698 -0.00026487957583209895 leaf_weight=76.587293647193292 2.4061724958010013 30.553220011119265 1.5301636663498355 leaf_count=1631 175 397 81 internal_value=0 1.8445e-05 -0.000427066 internal_weight=0 107.141 3.93634 internal_count=2284 2028 256 is_linear=0 shrinkage=0.000439788 Tree=5698 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=3.99167 3.5886 0.308781 threshold=0.11524500000000001 -0.062294999999999996 0.079220000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1688062640088692e-05 -0.00052427191271034543 0.00014584540926427156 -0.00026804728363537039 leaf_weight=77.079388534981263 2.4570268040843066 30.808297369832871 1.5551801439141852 leaf_count=1631 175 397 81 internal_value=0 1.9025e-05 -0.000426696 internal_weight=0 107.888 4.01221 internal_count=2284 2028 256 is_linear=0 shrinkage=0.000439788 Tree=5699 num_leaves=4 num_cat=0 split_feature=133 0 16 split_gain=3.71824 3.33299 0.34323 threshold=0.11253500000000001 -0.061994999999999995 -0.086989999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015053458203802509 -0.011724278271942109 0.0073289088420775113 -0.025559809275149257 leaf_weight=75.198341049112059 1.4463205518841276 30.055908833222929 2.6398173548659534 leaf_count=1624 59 393 208 internal_value=0 0.00101819 -0.0207399 internal_weight=0 105.254 4.08614 internal_count=2284 2017 267 is_linear=0 shrinkage=0.0224292 Tree=5700 num_leaves=3 num_cat=0 split_feature=39 1374 split_gain=2.98349 3.51121 threshold=-1.0000000180025095e-35 0.087855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017522625944815858 0.0025146362410693548 -0.020451239113457895 leaf_weight=4.1715424017747855 103.28900413784868 3.4422670895000911 leaf_count=48 2159 51 internal_value=0 0.00177042 internal_weight=0 106.731 internal_count=2258 2210 is_linear=0 shrinkage=0.0224292 Tree=5701 num_leaves=3 num_cat=0 split_feature=39 1374 split_gain=2.84766 3.36425 threshold=-1.0000000180025095e-35 0.087855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017103161090026017 0.0024583614972651983 -0.02005280148419631 leaf_weight=4.1783829679188775 103.2841825221185 3.4324143257690585 leaf_count=48 2159 51 internal_value=0 0.00173086 internal_weight=0 106.717 internal_count=2258 2210 is_linear=0 shrinkage=0.0224292 Tree=5702 num_leaves=4 num_cat=0 split_feature=1456 39 2 split_gain=2.76989 2.81113 0.426579 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086885000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021112922273355516 -0.00031856454333934901 4.6494519111087482e-05 -0.00054145027432599331 leaf_weight=1.4620607491669937 4.2261392187792799 104.79320532944985 1.6390953000336592 leaf_count=95 48 2002 113 internal_value=0 3.22897e-05 -0.000387963 internal_weight=0 109.019 3.10116 internal_count=2258 2050 208 is_linear=0 shrinkage=0.000439788 Tree=5703 num_leaves=4 num_cat=0 split_feature=1456 39 2 split_gain=2.72462 2.90252 0.437257 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086885000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010552976679314503 -0.016676859410910874 0.0023313153061222365 -0.027696585033612709 leaf_weight=1.4378910191444441 4.1862845701980396 103.65634671023508 1.630697235388652 leaf_count=95 48 2002 113 internal_value=0 0.00159063 -0.0197783 internal_weight=0 107.843 3.06859 internal_count=2258 2050 208 is_linear=0 shrinkage=0.0224292 Tree=5704 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=3.24376 2.69048 threshold=-0.5138299999999999 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023405628121524146 0.00060893012982530484 0.01361838053304276 leaf_weight=2.6456041414203346 100.90675535034097 8.6667247230361664 leaf_count=171 1933 181 internal_value=0 0.00164011 internal_weight=0 109.573 internal_count=2285 2114 is_linear=0 shrinkage=0.0224292 Tree=5705 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.25129 2.83376 threshold=-0.5138299999999999 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045864535872193918 -6.5574027410591286e-05 8.2270603352576285e-05 leaf_weight=2.6561660135193952 37.993686460969911 73.661647903172707 leaf_count=171 1120 994 internal_value=0 3.19599e-05 internal_weight=0 111.655 internal_count=2285 2114 is_linear=0 shrinkage=0.000439788 Tree=5706 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.24003 2.65734 threshold=-0.5138299999999999 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045869886325403656 0.0001240911178310392 -1.8668041912615002e-05 leaf_weight=2.6589002501932546 38.583707684876572 72.727107497914403 leaf_count=171 534 1580 internal_value=0 3.08294e-05 internal_weight=0 111.311 internal_count=2285 2114 is_linear=0 shrinkage=0.000439788 Tree=5707 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.21979 2.6348 threshold=-0.5138299999999999 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045849908746674572 -6.2359323740625945e-05 8.0728993421874714e-05 leaf_weight=2.6291831316630114 37.656194858362142 73.335573802090948 leaf_count=171 1120 994 internal_value=0 3.2181e-05 internal_weight=0 110.992 internal_count=2285 2114 is_linear=0 shrinkage=0.000439788 Tree=5708 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=2.79538 2.65491 threshold=0.062655000000000016 -0.077429999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001633991933387531 -0.00035676262745904192 -8.1465387158597458e-06 leaf_weight=21.513118363101967 3.8288055884768246 92.014957986895752 leaf_count=340 81 1862 internal_value=0 2.43827e-05 internal_weight=0 113.528 internal_count=2283 2202 is_linear=0 shrinkage=0.000439788 Tree=5709 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=2.99662 2.66554 threshold=0.062655000000000016 -0.077429999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016545770724128933 -0.00036734422526013219 -7.07850120183306e-06 leaf_weight=21.344426092779031 3.8640018817677619 91.462344765044691 leaf_count=340 81 1862 internal_value=0 2.55899e-05 internal_weight=0 112.807 internal_count=2283 2202 is_linear=0 shrinkage=0.000439788 Tree=5710 num_leaves=3 num_cat=0 split_feature=14 4 split_gain=2.92204 2.65211 threshold=0.062655000000000016 -0.0016099999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046635419813066637 -0.018720328324467555 -0.0022755261323093453 leaf_weight=57.615369105416903 3.762989646755158 53.348426738950366 leaf_count=1440 81 762 internal_value=0 0.00132761 internal_weight=0 110.964 internal_count=2283 2202 is_linear=0 shrinkage=0.0224292 Tree=5711 num_leaves=4 num_cat=0 split_feature=151 484 3 split_gain=2.78242 4.56647 3.464 threshold=-0.086769999999999986 -1.0000000180025095e-35 -0.076704999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9384009171264167e-05 -0.00037580550143602427 9.1922121247166646e-06 0.00034019549787154223 leaf_weight=5.3199665053980416 6.3383506153768385 94.994836725116329 9.8991074601071869 leaf_count=113 339 1744 87 internal_value=0 -1.49555e-05 0.000186604 internal_weight=0 101.333 15.2191 internal_count=2283 2083 200 is_linear=0 shrinkage=0.000439788 Tree=5712 num_leaves=4 num_cat=0 split_feature=403 12 3 split_gain=2.98943 3.37281 3.20359 threshold=-1.0000000180025095e-35 0.088285000000000016 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063990059233987023 0.00031966259457720563 0.0088056229382210468 -0.019456672115371724 leaf_weight=3.9644907700130716 62.292601451656083 37.879243460349244 6.1025014439292118 leaf_count=56 937 711 501 internal_value=0 0.00352963 -0.00928158 internal_weight=0 100.172 10.067 internal_count=2205 1648 557 is_linear=0 shrinkage=0.0224292 Tree=5713 num_leaves=4 num_cat=0 split_feature=403 133 3 split_gain=2.87202 3.24573 3.11087 threshold=-1.0000000180025095e-35 0.083810000000000009 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062651901959142886 0.001467543469323042 0.011670990376431566 -0.019296143714274981 leaf_weight=3.9588201298611239 80.731418843395659 19.4482721065433 6.0163918958351115 leaf_count=56 1152 496 501 internal_value=0 0.00345022 -0.00915913 internal_weight=0 100.18 9.97521 internal_count=2205 1648 557 is_linear=0 shrinkage=0.0224292 Tree=5714 num_leaves=4 num_cat=0 split_feature=403 12 15 split_gain=2.7593 3.19785 3.01587 threshold=-1.0000000180025095e-35 0.088285000000000016 0.077615000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014687381746937189 0.0002465403623287652 0.0085088451596967429 -0.023610829727469657 leaf_weight=5.7547511899028887 62.27486165240407 37.894677886946738 4.1311098352562112 leaf_count=132 937 711 425 internal_value=0 0.00337324 -0.00903683 internal_weight=0 100.17 9.88586 internal_count=2205 1648 557 is_linear=0 shrinkage=0.0224292 Tree=5715 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=2.7023 3.69791 2.00994 threshold=-1.0000000180025095e-35 -0.082534999999999983 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041403099602200788 -0.017804369434683349 0.0038689908953137156 -0.023727701778328194 leaf_weight=2.097376846941188 4.1042740988341384 100.38178162614713 3.3925561493124397 leaf_count=20 265 1585 335 internal_value=0 0.00301455 -0.0131035 internal_weight=0 104.486 5.48993 internal_count=2205 1850 355 is_linear=0 shrinkage=0.0224292 Tree=5716 num_leaves=4 num_cat=0 split_feature=0 3 15 split_gain=3.01727 5.84356 4.43462 threshold=-0.060199999999999997 -0.081224999999999978 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020871856619744065 0.00035348009690910258 4.586121243148391e-05 3.5111678393464396e-07 leaf_weight=25.140980745454726 10.942715968849372 56.809489955434401 18.463856436486822 leaf_count=928 199 937 231 internal_value=0 -3.22699e-05 0.000131901 internal_weight=0 81.9505 29.4066 internal_count=2295 1865 430 is_linear=0 shrinkage=0.000439788 Tree=5717 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=3.22429 4.77202 3.55439 threshold=-0.060199999999999997 -1.0000000180025095e-35 -0.082064999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7450817610460145e-06 0.00036376301775136106 -2.7410254254880848e-06 -0.00023203753159366388 leaf_weight=67.267816360879806 10.927526552637575 18.455327264266089 14.670993258332599 leaf_count=1222 199 231 643 internal_value=0 0.00013371 -3.60526e-05 internal_weight=0 29.3829 81.9388 internal_count=2295 430 1865 is_linear=0 shrinkage=0.000439788 Tree=5718 num_leaves=4 num_cat=0 split_feature=0 3 15 split_gain=2.94404 5.76135 4.76021 threshold=-0.060199999999999997 -0.084094999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012441338196091334 0.0184974471892634 0.0016555128666294846 -0.00033997841532825383 leaf_weight=19.083662440683838 10.723853531570059 61.657709550112486 18.1484854213777 leaf_count=657 199 1208 231 internal_value=0 -0.00167851 0.00666428 internal_weight=0 80.7414 28.8723 internal_count=2295 1865 430 is_linear=0 shrinkage=0.0224292 Tree=5719 num_leaves=4 num_cat=0 split_feature=0 3 15 split_gain=2.87518 5.73892 4.57056 threshold=-0.060199999999999997 -0.081224999999999978 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020688876070370902 0.0003542004986179561 4.5306589769928284e-05 -5.2804804963712173e-06 leaf_weight=25.161941367758118 10.872667883173564 56.841665526240831 18.391105012677144 leaf_count=928 199 937 231 internal_value=0 -3.2107e-05 0.000128425 internal_weight=0 82.0036 29.2638 internal_count=2295 1865 430 is_linear=0 shrinkage=0.000439788 Tree=5720 num_leaves=3 num_cat=0 split_feature=42 0 split_gain=5.18803 3.32042 threshold=-0.11377999999999998 -0.098389999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027636362298580377 0.0054373188926733892 -0.0025589038069490865 leaf_weight=3.2176991859487307 49.215787065622862 55.639885567299643 leaf_count=126 447 1707 internal_value=0 0.00119457 internal_weight=0 104.856 internal_count=2280 2154 is_linear=0 shrinkage=0.0224292 Tree=5721 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=4.39809 2.75874 1.43922 threshold=0.50720500000000013 -0.10071499999999999 -0.028814999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050924626187697011 -0.0095328230294070022 -0.0022183331615786613 -0.038056627857592049 leaf_weight=48.299290885315713 1.7694206683154337 56.114328412641044 1.8064544408116479 leaf_count=453 81 1679 67 internal_value=0 0.00116378 -0.024068 internal_weight=0 104.414 3.57588 internal_count=2280 2132 148 is_linear=0 shrinkage=0.0224292 Tree=5722 num_leaves=3 num_cat=0 split_feature=42 0 split_gain=4.67386 3.15138 threshold=-0.11377999999999998 -0.098389999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050842664554766217 0.00010401975384109657 -4.7722588309506012e-05 leaf_weight=3.2767290886658875 49.773491313768318 56.500741985004424 leaf_count=126 447 1707 internal_value=0 2.33518e-05 internal_weight=0 106.274 internal_count=2280 2154 is_linear=0 shrinkage=0.000439788 Tree=5723 num_leaves=3 num_cat=0 split_feature=42 0 split_gain=4.69019 3.0964 threshold=-0.11377999999999998 -0.098389999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051125255691260372 0.00010273036657505616 -4.7628858636465414e-05 leaf_weight=3.2631694104820772 49.630877878604224 56.77247679960783 leaf_count=126 447 1707 internal_value=0 2.25107e-05 internal_weight=0 106.403 internal_count=2280 2154 is_linear=0 shrinkage=0.000439788 Tree=5724 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=5.28513 4.29605 3.25023 threshold=0.10491000000000002 0.093265000000000015 0.10358500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012992416773106155 0.00019817666238567305 0.0001691381845275372 -0.00010019820992315684 leaf_weight=62.31713974511149 26.809326403395971 10.900552576433254 9.5700923090334964 leaf_count=1586 413 152 85 internal_value=0 -8.53677e-05 0.000119674 internal_weight=0 73.2177 36.3794 internal_count=2236 1738 498 is_linear=0 shrinkage=0.000439788 Tree=5725 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=6.51543 4.54166 threshold=-0.53696499999999991 0.10491000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.046849864440594489 -0.0034402240877125512 0.0064083570154336673 leaf_weight=1.506642825261223 70.883107895770081 35.25586613046471 leaf_count=26 1727 483 internal_value=0 -0.000168286 internal_weight=0 106.139 internal_count=2236 2210 is_linear=0 shrinkage=0.0224292 Tree=5726 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.7598 4.6931 threshold=-0.53696499999999991 0.10491000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00084604506880126299 -6.9433283091979231e-05 0.00012496059260979999 leaf_weight=1.5787910139770236 72.369514648227778 35.930524657829665 leaf_count=26 1727 483 internal_value=0 -4.92889e-06 internal_weight=0 108.3 internal_count=2236 2210 is_linear=0 shrinkage=0.000439788 Tree=5727 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.71802 4.5394 threshold=-0.53696499999999991 0.10491000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00084078324116297805 -6.8028255982867383e-05 0.00012299073658184566 leaf_weight=1.5850835465826083 72.149941139286966 36.078365146240685 leaf_count=26 1727 483 internal_value=0 -4.3408e-06 internal_weight=0 108.228 internal_count=2236 2210 is_linear=0 shrinkage=0.000439788 Tree=5728 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.06858 3.65381 2.4307 threshold=0.078435000000000019 0.13130500000000003 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4958670286044043e-05 -1.6832771018864979e-05 0.00020593869664558884 0.0002953075092360706 leaf_weight=84.03615712985993 8.8077897082548606 8.5864923128101491 10.647125662042525 leaf_count=1925 92 169 105 internal_value=0 -6.70276e-05 0.000154115 internal_weight=0 92.6226 19.4549 internal_count=2291 2094 197 is_linear=0 shrinkage=0.000439788 Tree=5729 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=3.64318 3.27199 2.2606 threshold=0.078435000000000019 0.13130500000000003 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9315366645399311e-05 -1.6647540060981902e-05 0.00019664017953025583 0.00028623189528854796 leaf_weight=83.788298442668747 8.7839055071235652 8.5087665899191034 10.396018159226513 leaf_count=1925 92 169 105 internal_value=0 -6.29182e-05 0.000147642 internal_weight=0 92.2971 19.1799 internal_count=2291 2094 197 is_linear=0 shrinkage=0.000439788 Tree=5730 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=3.5097 3.26762 2.18381 threshold=0.078435000000000019 -0.076894999999999977 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024650959822692729 -0.00095564728626397369 -0.0064446402428885267 0.014306356658676649 leaf_weight=31.872284222034068 8.735046499466991 59.051553243843955 10.227309809473807 leaf_count=766 92 1328 105 internal_value=0 -0.00332157 0.00728199 internal_weight=0 90.9238 18.9624 internal_count=2291 2094 197 is_linear=0 shrinkage=0.0224292 Tree=5731 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=3.47734 3.35916 2.06858 threshold=0.078435000000000019 -0.077944999999999987 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013397178043233912 -1.3121986008498855e-05 3.5525631403306954e-05 0.00027692598012498066 leaf_weight=53.748528201405861 8.8207740251091327 39.020091091500944 10.296354963036718 leaf_count=1349 92 745 105 internal_value=0 -6.26856e-05 0.000143216 internal_weight=0 92.7686 19.1171 internal_count=2291 2094 197 is_linear=0 shrinkage=0.000439788 Tree=5732 num_leaves=4 num_cat=0 split_feature=156 15 48 split_gain=3.49196 3.35223 2.97902 threshold=0.090100000000000013 -0.084184999999999996 0.092805000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9881363318239091e-05 0.0083932163801037681 -0.023531055930277971 0.0097393288417867117 leaf_weight=84.712413481225667 2.3800822723133024 5.3500813453283618 19.750257316307398 leaf_count=1824 51 165 228 internal_value=0 -0.0137053 0.00189948 internal_weight=0 7.73016 104.463 internal_count=2268 216 2052 is_linear=0 shrinkage=0.0224292 Tree=5733 num_leaves=4 num_cat=0 split_feature=156 15 48 split_gain=3.33422 3.40115 3.02756 threshold=0.090100000000000013 -0.084184999999999996 0.014805 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6356148077244054e-05 0.00016930794470439435 -0.00045365362968162736 0.00014013060327611364 leaf_weight=70.035178881294996 2.4525212559965439 5.4097868643584652 36.288326644222252 leaf_count=1643 51 165 409 internal_value=0 -0.000259391 3.70685e-05 internal_weight=0 7.86231 106.324 internal_count=2268 216 2052 is_linear=0 shrinkage=0.000439788 Tree=5734 num_leaves=4 num_cat=0 split_feature=156 15 151 split_gain=3.36451 3.25041 2.94108 threshold=0.090100000000000013 -0.084184999999999996 -0.085764999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011006285376865871 0.0082563432481656818 -0.023292627950276763 0.00030953411774579389 leaf_weight=15.100140479364198 2.3684806851961184 5.2839730832492924 89.350896835352614 leaf_count=193 51 165 1859 internal_value=0 -0.0135318 0.00185766 internal_weight=0 7.65245 104.451 internal_count=2268 216 2052 is_linear=0 shrinkage=0.0224292 Tree=5735 num_leaves=4 num_cat=0 split_feature=156 15 48 split_gain=3.24411 3.15011 2.83172 threshold=0.090100000000000013 -0.084184999999999996 0.092805000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5151929453376937e-05 0.0081161824456399741 -0.023059449909408291 0.0094733883266580696 leaf_weight=84.718025291454978 2.3558165142021608 5.2186267110082545 19.693787957716268 leaf_count=1824 51 165 228 internal_value=0 -0.0133671 0.00181677 internal_weight=0 7.57444 104.412 internal_count=2268 216 2052 is_linear=0 shrinkage=0.0224292 Tree=5736 num_leaves=4 num_cat=0 split_feature=403 49 12 split_gain=4.31153 2.9896 0.0485214 threshold=0.093800000000000008 -0.14917999999999998 0.091945000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002473003778788635 -0.00041873717543580426 -2.5210444314121795e-05 -0.00053722512196200181 leaf_weight=8.4584340332075936 2.3237227377539962 95.482995354057493 1.6284629986039361 leaf_count=61 100 1981 73 internal_value=0 -2.99301e-06 -0.000469907 internal_weight=0 103.941 3.95219 internal_count=2215 2042 173 is_linear=0 shrinkage=0.000439788 Tree=5737 num_leaves=4 num_cat=0 split_feature=403 49 12 split_gain=4.34296 2.97072 0.0497938 threshold=0.093800000000000008 -0.14917999999999998 0.091945000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024587161998275203 -0.00041929568219819418 -2.6041783543301781e-05 -0.00053844820973961995 leaf_weight=8.4425716623663885 2.3260295587242577 95.216746302779939 1.6508629326272055 leaf_count=61 100 1981 73 internal_value=0 -3.8545e-06 -0.000471094 internal_weight=0 103.659 3.97689 internal_count=2215 2042 173 is_linear=0 shrinkage=0.000439788 Tree=5738 num_leaves=4 num_cat=0 split_feature=403 49 12 split_gain=4.26152 2.9972 0.0443944 threshold=0.093800000000000008 -0.14917999999999998 0.090535000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024680364219699028 -0.00041856879676911967 -2.6876760953588822e-05 -0.0005332399176038098 leaf_weight=8.4095705444924516 2.2560355343157421 94.646675882377167 1.6777310149482216 leaf_count=61 93 1981 80 internal_value=0 -4.50238e-06 -0.000469815 internal_weight=0 103.056 3.93377 internal_count=2215 2042 173 is_linear=0 shrinkage=0.000439788 Tree=5739 num_leaves=4 num_cat=0 split_feature=403 49 12 split_gain=4.29137 2.99029 0.0471624 threshold=0.093800000000000008 -0.14917999999999998 0.091945000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024597151636967287 -0.0004191879574841213 -2.6692995516828252e-05 -0.00053640878383364441 leaf_weight=8.4535010051913542 2.3208331851928956 95.058052206888533 1.6357431397191247 leaf_count=61 100 1981 73 internal_value=0 -4.38399e-06 -0.000469993 internal_weight=0 103.512 3.95658 internal_count=2215 2042 173 is_linear=0 shrinkage=0.000439788 Tree=5740 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=2.95488 4.0815 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4458471534037036e-05 -0.00027731231819276244 -0.00038973161804144586 leaf_weight=105.13334492282229 6.5131666866836886 4.3420842256891765 leaf_count=1972 69 246 internal_value=0 2.71724e-05 internal_weight=0 109.475 internal_count=2287 2218 is_linear=0 shrinkage=0.000439788 Tree=5741 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=2.89138 4.28761 threshold=0.12879500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048686888444509637 -0.00027676552251844306 7.8682756171398151e-06 leaf_weight=3.7225300804711869 6.5237401122540168 106.2873160663512 leaf_count=17 69 2201 internal_value=0 2.41584e-05 internal_weight=0 110.01 internal_count=2287 2218 is_linear=0 shrinkage=0.000439788 Tree=5742 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=3.07519 4.13609 threshold=0.12879500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.024717976579486482 -0.014684425968732942 0.00046399360294481886 leaf_weight=3.642700742930173 6.4057846884861638 103.93287222666913 leaf_count=17 69 2201 internal_value=0 0.00128952 internal_weight=0 107.576 internal_count=2287 2218 is_linear=0 shrinkage=0.0224292 Tree=5743 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=2.93592 4.00621 threshold=0.12879500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02446337483308831 -0.014337477915446638 0.00045359524336163732 leaf_weight=3.5987560399807981 6.4140107470338981 103.93135222033379 leaf_count=17 69 2201 internal_value=0 0.00126134 internal_weight=0 107.53 internal_count=2287 2218 is_linear=0 shrinkage=0.0224292 Tree=5744 num_leaves=4 num_cat=0 split_feature=484 50 52 split_gain=5.30742 4.03924 0.851775 threshold=-0.0048499999999999993 0.10030500000000002 0.080060000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022994858742325552 0.0013394669947436547 0.020379988327058566 -0.0051483825187999309 leaf_weight=4.8650943009997709 93.589810303150443 5.9431796620883679 1.8751327459758611 leaf_count=305 1692 166 70 internal_value=0 0.00248008 -0.0180585 internal_weight=0 99.533 6.74023 internal_count=2233 1858 375 is_linear=0 shrinkage=0.0224292 Tree=5745 num_leaves=4 num_cat=0 split_feature=484 4 52 split_gain=5.10834 3.85282 0.834175 threshold=-0.0048499999999999993 0.27467500000000006 0.080060000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022732600514339344 0.00076683031726990515 0.014170847512003894 -0.0050390088451893701 leaf_weight=4.8116703781415699 87.245026717966539 12.291365121505804 1.8732981059292795 leaf_count=305 1618 240 70 internal_value=0 0.00242444 -0.0178029 internal_weight=0 99.5364 6.68497 internal_count=2233 1858 375 is_linear=0 shrinkage=0.0224292 Tree=5746 num_leaves=4 num_cat=0 split_feature=484 50 52 split_gain=4.9171 3.85374 0.816477 threshold=-0.0048499999999999993 0.10030500000000002 0.080060000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022468280915232227 0.0012576308781214953 0.019856185513863853 -0.0049317793724912339 leaf_weight=4.7598978450623681 93.47925690565171 5.9433442496483613 1.8715335856686577 leaf_count=305 1692 166 70 internal_value=0 0.00237303 -0.0175475 internal_weight=0 99.4226 6.63143 internal_count=2233 1858 375 is_linear=0 shrinkage=0.0224292 Tree=5747 num_leaves=4 num_cat=0 split_feature=484 13 52 split_gain=4.73123 3.74947 0.798709 threshold=-0.0048499999999999993 -0.010339999999999998 0.080060000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022202039644594957 0.0068881875946202632 -0.0018315638763045177 -0.0048266628590791522 leaf_weight=4.7097365185181834 47.329613715904998 52.097688668600313 1.869836403042427 leaf_count=305 1080 778 70 internal_value=0 0.00231976 -0.0172924 internal_weight=0 99.4273 6.57957 internal_count=2233 1858 375 is_linear=0 shrinkage=0.0224292 Tree=5748 num_leaves=4 num_cat=0 split_feature=403 1456 43 split_gain=4.77218 3.24931 2.77031 threshold=0.092660000000000006 -1.0000000180025095e-35 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050671028423341855 2.6550461630835607e-05 -3.7919809536712778e-05 0.00053540454602399258 leaf_weight=2.9276727352225853 3.9231493896222673 97.038966488511505 4.3650782611221057 leaf_count=205 94 1854 76 internal_value=0 -5.17432e-05 0.000295158 internal_weight=0 99.9666 8.28823 internal_count=2229 2059 170 is_linear=0 shrinkage=0.000439788 Tree=5749 num_leaves=4 num_cat=0 split_feature=403 1447 43 split_gain=4.88368 3.65245 2.74602 threshold=0.092660000000000006 -1.0000000180025095e-35 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025412128581054676 0.0016096244432098898 -0.0018652488096487143 0.027524259762575908 leaf_weight=3.4142171341736676 3.9054422954068286 95.506072367476008 4.3330781931435904 leaf_count=204 94 1855 76 internal_value=0 -0.00268271 0.0152716 internal_weight=0 98.9203 8.23852 internal_count=2229 2059 170 is_linear=0 shrinkage=0.0224292 Tree=5750 num_leaves=4 num_cat=0 split_feature=403 1447 43 split_gain=4.39532 3.59694 2.58344 threshold=0.092660000000000006 -1.0000000180025095e-35 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049372390585661894 2.3376071933767602e-05 -3.4171370427752303e-05 0.00051330986771803511 leaf_weight=3.3914243310500742 3.9437809408264002 96.764284189277532 4.394178637856383 leaf_count=204 94 1855 76 internal_value=0 -4.98236e-05 0.000282158 internal_weight=0 100.156 8.33796 internal_count=2229 2059 170 is_linear=0 shrinkage=0.000439788 Tree=5751 num_leaves=4 num_cat=0 split_feature=403 1447 15 split_gain=4.43665 3.70413 2.42281 threshold=0.092660000000000006 -1.0000000180025095e-35 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049648070002391892 2.602059220910138e-05 -3.3959223661755367e-05 0.00050046624795214002 leaf_weight=3.4496737099980228 3.8469288895284972 97.135513468892896 4.5235395191848511 leaf_count=204 111 1855 59 internal_value=0 -4.99131e-05 0.000282974 internal_weight=0 100.585 8.37047 internal_count=2229 2059 170 is_linear=0 shrinkage=0.000439788 Tree=5752 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=4.87574 4.99927 3.22837 threshold=0.084050000000000014 -0.14750499999999997 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1256929874871349e-05 0.00014926408599928327 -0.00032549968596321384 0.00020099745022595698 leaf_weight=69.697317055826716 6.1717800460755834 13.980032102052064 23.071934998675715 leaf_count=1142 33 756 366 internal_value=0 -0.000180093 5.84775e-05 internal_weight=0 20.1518 92.7693 internal_count=2297 789 1508 is_linear=0 shrinkage=0.000439788 Tree=5753 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=5.05817 4.88421 3.33432 threshold=0.084050000000000014 -0.14750499999999997 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3561218896724473e-05 0.00014456156431013058 -0.00032457100422263343 0.00020642894071355974 leaf_weight=69.438198595475114 6.1703474540263423 14.014992296630226 23.08840135808714 leaf_count=1142 33 756 366 internal_value=0 -0.000181163 6.17207e-05 internal_weight=0 20.1853 92.5266 internal_count=2297 789 1508 is_linear=0 shrinkage=0.000439788 Tree=5754 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=5.07104 5.06512 3.27859 threshold=0.084050000000000014 -0.14750499999999997 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2829887829944686e-05 0.00014911560977233602 -0.00032770377245642081 0.00020403639711576496 leaf_weight=69.860090867972758 6.1878953576087961 14.101772100999369 23.055649671270658 leaf_count=1142 33 756 366 internal_value=0 -0.000182281 6.03071e-05 internal_weight=0 20.2897 92.9157 internal_count=2297 789 1508 is_linear=0 shrinkage=0.000439788 Tree=5755 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=4.90043 4.82644 3.36758 threshold=0.084050000000000014 -0.14750499999999997 0.069620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2781807491278592e-05 0.00014503314339764568 -0.00032203928876862109 0.00020642636830797931 leaf_weight=69.557053320924751 6.1658940594643363 13.896164258512727 23.133241630777775 leaf_count=1142 33 756 366 internal_value=0 -0.000178487 6.11433e-05 internal_weight=0 20.0621 92.6903 internal_count=2297 789 1508 is_linear=0 shrinkage=0.000439788 Tree=5756 num_leaves=3 num_cat=0 split_feature=11 394 split_gain=2.54833 2.12258 threshold=0.089270000000000002 -0.081209999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0145882572260146 -0.014765326681298839 0.002273914497193069 leaf_weight=3.873322777755674 4.9319595570523225 106.88759954777197 leaf_count=129 79 2076 internal_value=0 0.00168183 internal_weight=0 110.761 internal_count=2284 2205 is_linear=0 shrinkage=0.0224292 Tree=5757 num_leaves=3 num_cat=0 split_feature=394 13 split_gain=2.35676 2.59074 threshold=-0.081209999999999991 -0.5242349999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029454232841657352 -0.00043459574058725783 3.9784447863463936e-05 leaf_weight=4.4748565931076874 2.2534681159304446 110.4684611074772 leaf_count=135 29 2120 internal_value=0 3.02289e-05 internal_weight=0 112.722 internal_count=2284 2149 is_linear=0 shrinkage=0.000439788 Tree=5758 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.43596 2.06168 threshold=0.089270000000000002 -0.26595999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022563596398252742 -0.014443674452011994 0.0011948951545291628 leaf_weight=2.3009934928268185 4.9281925367977228 108.46881620492059 leaf_count=20 79 2185 internal_value=0 0.00164259 internal_weight=0 110.77 internal_count=2284 2205 is_linear=0 shrinkage=0.0224292 Tree=5759 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.33011 1.99327 threshold=0.089270000000000002 -0.26595999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022279530899635417 -0.014133054134441868 0.001168147879850088 leaf_weight=2.2785624125972381 4.9240092436702971 108.46435752678372 leaf_count=20 79 2185 internal_value=0 0.00160629 internal_weight=0 110.743 internal_count=2284 2205 is_linear=0 shrinkage=0.0224292 Tree=5760 num_leaves=4 num_cat=0 split_feature=52 130 157 split_gain=3.30713 4.20603 2.78413 threshold=-0.047889999999999995 -0.086274999999999991 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038604732945153613 -0.00055194252829730828 9.8173889735386129e-06 9.1290872174516082e-05 leaf_weight=7.5310855060961321 2.6594354576664037 68.572794529376552 34.730994811165147 leaf_count=117 56 1540 562 internal_value=0 -1.1298e-05 0.000143967 internal_weight=0 71.2322 42.2621 internal_count=2275 1596 679 is_linear=0 shrinkage=0.000439788 Tree=5761 num_leaves=4 num_cat=0 split_feature=52 130 157 split_gain=3.03015 4.1408 2.79182 threshold=-0.047889999999999995 -0.086274999999999991 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038331664078448317 -0.00054811543468309709 1.2777569736202599e-05 8.7973461811688072e-05 leaf_weight=7.511011780035914 2.6247041696915394 68.614629865649476 34.913208681231481 leaf_count=117 56 1540 562 internal_value=0 -8.02898e-06 0.000140412 internal_weight=0 71.2393 42.4242 internal_count=2275 1596 679 is_linear=0 shrinkage=0.000439788 Tree=5762 num_leaves=4 num_cat=0 split_feature=52 130 157 split_gain=3.19276 4.17137 2.82561 threshold=-0.047889999999999995 -0.086274999999999991 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038194499672746711 -0.0005517483971543924 7.3565003188982347e-06 8.569106153938622e-05 leaf_weight=7.5638265144225434 2.6621631697053081 68.98022418947221 34.932566597039113 leaf_count=117 56 1540 562 internal_value=0 -1.35608e-05 0.000138568 internal_weight=0 71.6424 42.4964 internal_count=2275 1596 679 is_linear=0 shrinkage=0.000439788 Tree=5763 num_leaves=4 num_cat=0 split_feature=52 130 157 split_gain=3.19431 4.20533 2.79749 threshold=-0.047889999999999995 -0.086274999999999991 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038449880234751519 -0.00055236980003904492 1.0483532545401877e-05 8.9204838147985622e-05 leaf_weight=7.5367825715002246 2.6480557852191842 68.651605351853505 34.828356771598919 leaf_count=117 56 1540 562 internal_value=0 -1.0563e-05 0.000141887 internal_weight=0 71.2997 42.3651 internal_count=2275 1596 679 is_linear=0 shrinkage=0.000439788 Tree=5764 num_leaves=4 num_cat=0 split_feature=15 131 0 split_gain=3.69756 3.67579 0.582483 threshold=-0.39235499999999995 0.092225000000000015 -0.084699999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015311690829620563 -3.5364039727676767e-06 -0.00037612387493849765 0.0003892944025446822 leaf_weight=3.7213080914807506 97.717773490134277 5.3854982699122038 4.5027737647906161 leaf_count=62 1900 232 99 internal_value=0 -2.30642e-05 0.000283029 internal_weight=0 103.103 8.22408 internal_count=2293 2132 161 is_linear=0 shrinkage=0.000439788 Tree=5765 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=3.5461 3.75704 0.576447 threshold=-0.39235499999999995 -0.11689999999999999 -0.084699999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076528105340426438 -0.013227786671289394 0.00036921525342771452 0.019745332214486041 leaf_weight=3.674292424635496 11.50696157396669 90.435820484275609 4.3892336459684866 leaf_count=62 205 1927 99 internal_value=0 -0.00116776 0.0142662 internal_weight=0 101.943 8.06353 internal_count=2293 2132 161 is_linear=0 shrinkage=0.0224292 Tree=5766 num_leaves=4 num_cat=0 split_feature=15 131 0 split_gain=3.42243 3.68649 0.572 threshold=-0.39235499999999995 0.092225000000000015 -0.084699999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075105769378862224 -0.00014093089125244865 -0.019317836559058662 0.019610270671550439 leaf_weight=3.6604234529368114 96.62809082595777 5.3015438013389931 4.3212399251497109 leaf_count=62 1900 232 99 internal_value=0 -0.00114179 0.0140925 internal_weight=0 101.93 7.98166 internal_count=2293 2132 161 is_linear=0 shrinkage=0.0224292 Tree=5767 num_leaves=4 num_cat=0 split_feature=131 42 42 split_gain=2.49033 2.88947 2.5224 threshold=0.092225000000000015 0.10258000000000002 0.097125000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5121724514059158e-05 -0.00045821599409904976 -0.00025023374664445095 0.00016906557285227371 leaf_weight=97.51875467093123 4.2468004087422733 7.3637760702840742 1.7361453801859168 leaf_count=1794 228 239 32 internal_value=0 1.50451e-05 -0.000276231 internal_weight=0 104.883 5.98295 internal_count=2293 2033 260 is_linear=0 shrinkage=0.000439788 Tree=5768 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=3.36845 4.75749 threshold=0.15015500000000001 0.085245000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024041503725934061 0.015325378921042271 0.01339348105853364 leaf_weight=93.698773090512987 6.9430235106265163 10.66425046387303 leaf_count=1959 133 212 internal_value=0 -0.000787728 internal_weight=0 104.363 internal_count=2304 2171 is_linear=0 shrinkage=0.0224292 Tree=5769 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.56789 4.38601 2.32793 threshold=0.13130500000000003 0.12879500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0189697722715005e-06 0.00047193497499332048 -0.00049802798806155896 1.0102299970350648e-05 leaf_weight=100.7337599277198 4.9585537571692822 3.5363508249065481 3.6670102698844858 leaf_count=2090 87 39 88 internal_value=0 -1.79633e-05 0.000276051 internal_weight=0 104.27 8.62556 internal_count=2304 2129 175 is_linear=0 shrinkage=0.000439788 Tree=5770 num_leaves=4 num_cat=0 split_feature=1 157 3 split_gain=3.57967 4.05074 2.31205 threshold=0.13130500000000003 -0.084489999999999996 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047380285516396785 0.00047272714854954798 -1.5930911763866146e-06 1.1545350491149193e-05 leaf_weight=3.6222928923925783 4.934715549941755 100.12505013510963 3.6545974579348695 leaf_count=168 87 1961 88 internal_value=0 -1.81642e-05 0.000276963 internal_weight=0 103.747 8.58931 internal_count=2304 2129 175 is_linear=0 shrinkage=0.000439788 Tree=5771 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.52165 4.41994 2.31428 threshold=0.13130500000000003 0.12879500000000002 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3096181076025086e-06 0.00047008492885912515 -0.00050079938544627691 9.2676628822296315e-06 leaf_weight=100.41853291762891 4.9372786931780848 3.5284625523090645 3.6690755725139752 leaf_count=2090 87 39 88 internal_value=0 -1.83536e-05 0.000274084 internal_weight=0 103.947 8.60635 internal_count=2304 2129 175 is_linear=0 shrinkage=0.000439788 Tree=5772 num_leaves=3 num_cat=0 split_feature=151 48 split_gain=3.08232 3.81362 threshold=-0.16207999999999997 0.093265000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037178329181033798 -1.552717045273268e-05 0.000201307835079837 leaf_weight=3.9685285372979697 91.079828749490844 18.932716499373782 leaf_count=71 1979 235 internal_value=0 2.18177e-05 internal_weight=0 110.013 internal_count=2285 2214 is_linear=0 shrinkage=0.000439788 Tree=5773 num_leaves=3 num_cat=0 split_feature=151 48 split_gain=3.14053 3.74341 threshold=-0.16207999999999997 0.093265000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037431356585671558 -1.2498572447835814e-05 0.00020274661372428099 leaf_weight=3.9350349124797495 90.552767890461837 18.867359182710061 leaf_count=71 1979 235 internal_value=0 2.46451e-05 internal_weight=0 109.42 internal_count=2285 2214 is_linear=0 shrinkage=0.000439788 Tree=5774 num_leaves=3 num_cat=0 split_feature=151 48 split_gain=3.17603 3.62861 threshold=-0.16207999999999997 0.093265000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019304284925088441 -0.00064873750827743873 0.010230517695521123 leaf_weight=3.9096421614813144 89.532348483753594 18.61321240736288 leaf_count=71 1979 235 internal_value=0 0.00122519 internal_weight=0 108.146 internal_count=2285 2214 is_linear=0 shrinkage=0.0224292 Tree=5775 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.05079 3.50466 threshold=-0.16207999999999997 -0.096799999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018972791144668835 0.022522247055120761 0.00043358856516869537 leaf_weight=3.8892957513817228 3.7241144040599456 104.35727012849384 leaf_count=71 25 2189 internal_value=0 0.00119853 internal_weight=0 108.081 internal_count=2285 2214 is_linear=0 shrinkage=0.0224292 Tree=5776 num_leaves=4 num_cat=0 split_feature=130 2 133 split_gain=2.85941 4.16972 3.22937 threshold=-0.0015749999999999998 0.10124000000000001 0.083810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046227658472572467 -3.2494460763522257e-05 0.00019383529548319765 0.00016008739717106077 leaf_weight=5.9166356323839846 80.466825320731004 2.7244939386146143 21.278662337448623 leaf_count=171 1357 48 703 internal_value=0 -0.000255437 7.80385e-06 internal_weight=0 8.64113 101.745 internal_count=2279 219 2060 is_linear=0 shrinkage=0.000439788 Tree=5777 num_leaves=4 num_cat=0 split_feature=130 2 133 split_gain=2.92831 4.00109 3.31312 threshold=-0.0015749999999999998 0.10124000000000001 0.083810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023664019014630337 -0.001592962324365817 0.0095363677039172132 0.0084634876195081431 leaf_weight=5.7901468395430111 79.049865292145114 2.6506003487156704 20.801340551686735 leaf_count=171 1357 48 703 internal_value=0 -0.0132403 0.000503249 internal_weight=0 8.44075 99.8512 internal_count=2279 219 2060 is_linear=0 shrinkage=0.0224292 Tree=5778 num_leaves=4 num_cat=0 split_feature=130 2 133 split_gain=2.71322 4.00614 3.04457 threshold=-0.0015749999999999998 0.10124000000000001 0.083810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045520624764190264 -2.983702078582058e-05 0.00019204299488431012 0.00015710999037254789 leaf_weight=5.785702835666596 80.382647305294086 2.7014749322552234 21.297132040650467 leaf_count=171 1357 48 703 internal_value=0 -0.000249218 9.34173e-06 internal_weight=0 8.48718 101.68 internal_count=2279 219 2060 is_linear=0 shrinkage=0.000439788 Tree=5779 num_leaves=4 num_cat=0 split_feature=133 3 3 split_gain=2.5368 6.34753 3.87178 threshold=0.083810000000000009 -0.091234999999999983 -0.5217799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.028158004177487483 -0.020158168253807555 0.011653025851764408 -0.0030423641712706813 leaf_weight=2.0306737991631953 3.7903877884673447 18.387744952968205 84.049133246324345 leaf_count=18 98 637 1526 internal_value=0 0.00620362 -0.00230025 internal_weight=0 22.1781 86.0798 internal_count=2279 735 1544 is_linear=0 shrinkage=0.0224292 Tree=5780 num_leaves=3 num_cat=0 split_feature=2 10 split_gain=2.99103 2.68036 threshold=-0.13459499999999996 -0.012544999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039071203334289863 0.00036986878410309341 -3.1668682557362067e-05 leaf_weight=3.5360326889494891 3.2986011228349517 104.26082991941439 leaf_count=62 70 2138 internal_value=0 -1.9291e-05 internal_weight=0 107.559 internal_count=2270 2208 is_linear=0 shrinkage=0.000439788 Tree=5781 num_leaves=3 num_cat=0 split_feature=2 10 split_gain=2.97382 2.70241 threshold=-0.13459499999999996 -0.012544999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039034159015131795 0.000370373165322827 -3.349161042532145e-05 leaf_weight=3.4910282849741625 3.2875222761358591 103.85091284858572 leaf_count=62 70 2138 internal_value=0 -2.10353e-05 internal_weight=0 107.138 internal_count=2270 2208 is_linear=0 shrinkage=0.000439788 Tree=5782 num_leaves=3 num_cat=0 split_feature=2 10 split_gain=2.84718 2.59652 threshold=-0.13459499999999996 -0.012544999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019693111450744472 0.018791112465678439 -0.0016968975066643393 leaf_weight=3.4093758527014861 3.1902367035800117 102.50828141637976 leaf_count=62 70 2138 internal_value=0 -0.00107524 internal_weight=0 105.699 internal_count=2270 2208 is_linear=0 shrinkage=0.0224292 Tree=5783 num_leaves=3 num_cat=0 split_feature=0 2 split_gain=2.85107 2.91041 threshold=-0.26595999999999992 -0.13459499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024456086942691562 0.019546044592830669 -0.0016109732515548075 leaf_weight=2.251644146628677 3.3587010939081656 103.4236355734829 leaf_count=19 62 2189 internal_value=0 -0.000942131 internal_weight=0 106.782 internal_count=2270 2251 is_linear=0 shrinkage=0.0224292 Tree=5784 num_leaves=4 num_cat=0 split_feature=133 0 15 split_gain=4.32171 3.93029 3.28537 threshold=-0.15580999999999998 -0.084169999999999981 -0.39235499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1128900067063115e-05 0.00024528165736390384 0.00064291190541876961 -5.129486204393908e-05 leaf_weight=3.086852892764 7.7815769993758286 3.6300027903998844 97.796117440331727 leaf_count=100 155 69 1947 internal_value=0 0.000333934 -2.93954e-05 internal_weight=0 6.71686 105.578 internal_count=2271 169 2102 is_linear=0 shrinkage=0.000439788 Tree=5785 num_leaves=4 num_cat=0 split_feature=133 0 15 split_gain=4.32728 3.91593 3.09028 threshold=-0.15580999999999998 -0.084169999999999981 -0.39235499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016723322031248601 0.012271691941978932 0.032840986599868532 -0.0025815015825823824 leaf_weight=3.0294682476451271 7.586858226786716 3.6183213334443272 95.855672650006454 leaf_count=100 155 69 1947 internal_value=0 0.0171531 -0.00149005 internal_weight=0 6.64779 103.443 internal_count=2271 169 2102 is_linear=0 shrinkage=0.0224292 Tree=5786 num_leaves=4 num_cat=0 split_feature=133 0 3 split_gain=4.04608 3.67375 3.13956 threshold=-0.15580999999999998 -0.084169999999999981 -0.11372999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7824976978744727e-05 0.00011862487045885332 0.000622863664899071 -6.6199338615503144e-05 leaf_weight=3.0961099109808856 22.627783261807053 3.6414523993516914 82.642168433976622 leaf_count=100 258 69 1844 internal_value=0 0.000324619 -2.64571e-05 internal_weight=0 6.73756 105.27 internal_count=2271 169 2102 is_linear=0 shrinkage=0.000439788 Tree=5787 num_leaves=4 num_cat=0 split_feature=133 0 3 split_gain=4.13576 3.75023 2.99126 threshold=-0.15580999999999998 -0.084169999999999981 -0.11372999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016301801669668147 0.0058427596248980408 0.032157368846955303 -0.0034476635258652785 leaf_weight=3.0305347994399199 22.178606460627634 3.6109788782960086 81.241213063713076 leaf_count=100 258 69 1844 internal_value=0 0.0167796 -0.0014546 internal_weight=0 6.64151 103.42 internal_count=2271 169 2102 is_linear=0 shrinkage=0.0224292 Tree=5788 num_leaves=4 num_cat=0 split_feature=1 131 3 split_gain=3.56129 3.1305 1.18594 threshold=0.12835000000000002 0.08844500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013461931783517294 0.021393444292036531 -0.014282350896877639 0.0057910099355097519 leaf_weight=95.984161729713378 4.5937924805621133 8.2071821008430543 5.2711270328145474 leaf_count=1773 99 292 91 internal_value=0 -0.00100342 0.0130839 internal_weight=0 104.191 9.86492 internal_count=2255 2065 190 is_linear=0 shrinkage=0.0224292 Tree=5789 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=3.42366 3.30957 1.15543 threshold=0.12835000000000002 0.087235000000000021 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077970778232277799 0.021125202306118716 -0.010056048779103289 0.0056755998940441676 leaf_weight=87.237808067100559 4.5485373359697387 16.912876085145399 5.2582167256623507 leaf_count=1821 99 244 91 internal_value=0 -0.000981415 0.0128685 internal_weight=0 104.151 9.80675 internal_count=2255 2065 190 is_linear=0 shrinkage=0.0224292 Tree=5790 num_leaves=4 num_cat=0 split_feature=1 49 13 split_gain=3.29437 3.12534 1.11867 threshold=0.12500000000000003 -0.44508499999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019268867812725961 0.02276301839231222 -0.0017608073143048969 0.0070959205296430797 leaf_weight=3.6675847452133885 3.3728178674355149 99.679037100919231 7.1660760970553365 leaf_count=16 135 2034 70 internal_value=0 -0.00101108 0.012142 internal_weight=0 103.347 10.5389 internal_count=2255 2050 205 is_linear=0 shrinkage=0.0224292 Tree=5791 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=3.17005 3.16134 1.1204 threshold=0.12835000000000002 0.092530000000000015 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063799408709539092 0.020664538626936103 -0.010620843672539139 0.0053589549567309427 leaf_weight=89.554622774652671 4.4795661694079154 14.570775101950856 5.2120624610688537 leaf_count=1860 99 205 91 internal_value=0 -0.000939168 0.0124601 internal_weight=0 104.125 9.69163 internal_count=2255 2065 190 is_linear=0 shrinkage=0.0224292 Tree=5792 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=7.27781 9.06245 3.57317 threshold=0.077765000000000015 -0.059114999999999994 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034547256482037031 3.1254857945247217e-05 9.8215600767301094e-05 0.00027771420437542531 leaf_weight=21.468374972693709 60.363009271182818 15.192251105763715 14.002963154111056 leaf_count=1059 952 127 135 internal_value=0 -0.000161652 7.7722e-05 internal_weight=0 36.6606 74.366 internal_count=2273 1186 1087 is_linear=0 shrinkage=0.000439788 Tree=5793 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=7.22713 8.76185 3.58355 threshold=0.077765000000000015 -0.059114999999999994 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034290599658301171 3.0945113901715069e-05 9.4935722438822237e-05 0.00027791416925391246 leaf_weight=21.327312743283983 60.208682511627558 15.076734047062926 13.990040014206896 leaf_count=1059 952 127 135 internal_value=0 -0.000161619 7.75702e-05 internal_weight=0 36.404 74.1987 internal_count=2273 1186 1087 is_linear=0 shrinkage=0.000439788 Tree=5794 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=7.53996 8.42165 3.91532 threshold=0.077765000000000015 -0.059114999999999994 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034235701851826234 2.9106947189940165e-05 8.5890384263167204e-05 0.00028518531152814917 leaf_weight=21.501498413825175 60.842353097767045 15.112260699068427 14.235946772329042 leaf_count=1059 952 127 135 internal_value=0 -0.000165646 7.77233e-05 internal_weight=0 36.6138 75.0783 internal_count=2273 1186 1087 is_linear=0 shrinkage=0.000439788 Tree=5795 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=7.38694 8.83704 3.60527 threshold=0.077765000000000015 -0.059114999999999994 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034471586802432185 3.1611662976603825e-05 9.4566937481836358e-05 0.00027936773564882407 leaf_weight=21.417506569621764 60.214816225739924 15.08270687839831 13.984206042368895 leaf_count=1059 952 127 135 internal_value=0 -0.00016324 7.83658e-05 internal_weight=0 36.5002 74.199 internal_count=2273 1186 1087 is_linear=0 shrinkage=0.000439788 Tree=5796 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=3.06449 4.31639 threshold=0.086470000000000005 0.056735000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7055305127553226e-06 0.00026646819363894462 -0.00048562126576363727 leaf_weight=100.33363689645194 7.6858787081437177 3.7092242408543816 leaf_count=2182 73 23 internal_value=0 -2.09722e-05 internal_weight=0 104.043 internal_count=2278 2205 is_linear=0 shrinkage=0.000439788 Tree=5797 num_leaves=4 num_cat=0 split_feature=1 151 1 split_gain=3.18016 5.40438 3.24716 threshold=0.10098000000000001 0.13982000000000003 0.10720500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041668130418684775 0.016857847034918806 0.025607526040042555 0.0015462398080538671 leaf_weight=68.028944773082912 9.1092477816273441 3.1926658533047876 29.457423727275454 leaf_count=1692 122 18 446 internal_value=0 -0.00282561 0.00516931 internal_weight=0 71.2216 38.5667 internal_count=2278 1710 568 is_linear=0 shrinkage=0.0224292 Tree=5798 num_leaves=4 num_cat=0 split_feature=1 151 1 split_gain=3.40821 5.14123 3.07335 threshold=0.10098000000000001 0.13982000000000003 0.10720500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3118997981424685e-05 0.0003250283029815365 0.00048700392724198123 3.4969976403609512e-05 leaf_weight=68.9053428922889 9.2177734163124097 3.1824861478526136 30.076921520172618 leaf_count=1692 122 18 446 internal_value=0 -5.78273e-05 0.000103137 internal_weight=0 72.0878 39.2947 internal_count=2278 1710 568 is_linear=0 shrinkage=0.000439788 Tree=5799 num_leaves=4 num_cat=0 split_feature=1 151 1 split_gain=3.28789 5.18375 3.10784 threshold=0.10098000000000001 0.13982000000000003 0.10720500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2034718652318828e-05 0.0003251830132687001 0.00048936931216253922 3.3026578816114665e-05 leaf_weight=68.844682602291869 9.1901455142651667 3.1951889898627988 29.951855591876665 leaf_count=1692 122 18 446 internal_value=0 -5.65683e-05 0.000101747 internal_weight=0 72.0399 39.142 internal_count=2278 1710 568 is_linear=0 shrinkage=0.000439788 Tree=5800 num_leaves=4 num_cat=0 split_feature=42 16 133 split_gain=2.89066 3.42811 2.62107 threshold=-1.0000000180025095e-35 -0.51403499999999991 0.10599500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024000824837204966 0.0029309586244222899 -0.011233524621360968 -0.013345580040862629 leaf_weight=1.5098370620980883 90.486348064325284 15.295925173952126 5.2480406533140913 leaf_count=12 1414 621 229 internal_value=0 -0.00804441 0.00203622 internal_weight=0 16.8058 95.7344 internal_count=2276 633 1643 is_linear=0 shrinkage=0.0224292 Tree=5801 num_leaves=4 num_cat=0 split_feature=42 16 52 split_gain=2.84361 3.15753 2.67145 threshold=-1.0000000180025095e-35 -0.51403499999999991 0.077655000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044416614326027015 -6.5684410895982102e-06 -0.00021500343604107002 0.00015714794902852716 leaf_weight=1.5260302305687243 71.159768344943586 15.670643572313564 26.420383316028165 leaf_count=12 1141 621 502 internal_value=0 -0.000156081 3.77808e-05 internal_weight=0 17.1967 97.5802 internal_count=2276 633 1643 is_linear=0 shrinkage=0.000439788 Tree=5802 num_leaves=4 num_cat=0 split_feature=42 16 52 split_gain=2.76753 3.2848 2.6107 threshold=-1.0000000180025095e-35 -0.51403499999999991 0.077655000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023565463016969369 -0.00027049169138768829 -0.011005462836390737 0.0080588738425015159 leaf_weight=1.5022993483580673 69.780103010780294 15.263581085779149 25.95821986942974 leaf_count=12 1141 621 502 internal_value=0 -0.00788447 0.00198907 internal_weight=0 16.7659 95.7383 internal_count=2276 633 1643 is_linear=0 shrinkage=0.0224292 Tree=5803 num_leaves=4 num_cat=0 split_feature=403 42 15 split_gain=2.71736 3.74659 3.26355 threshold=0.092660000000000006 -0.0044549999999999998 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011403522607665037 -0.0027429617711319347 0.0011772477426954817 0.025535159293756653 leaf_weight=13.693795089577177 3.7160087529337016 90.472582616221189 4.5597077453276142 leaf_count=547 111 1555 63 internal_value=0 -0.000478417 0.0128605 internal_weight=0 104.166 8.27572 internal_count=2276 2102 174 is_linear=0 shrinkage=0.0224292 Tree=5804 num_leaves=4 num_cat=0 split_feature=457 1213 2 split_gain=3.60061 3.74657 1.83821 threshold=-0.072694999999999996 -1.0000000180025095e-35 0.10337000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005053983083536331 -0.00031506117242297845 6.3406467876278582e-05 -5.0044543585260528e-05 leaf_weight=3.5174453119107048 5.3117449783057955 99.286831850091403 3.3375478850211948 leaf_count=118 357 1727 35 internal_value=0 4.41331e-05 -0.000284451 internal_weight=0 104.599 6.85499 internal_count=2237 2084 153 is_linear=0 shrinkage=0.000439788 Tree=5805 num_leaves=4 num_cat=0 split_feature=457 1213 2 split_gain=3.61416 3.54814 1.77852 threshold=-0.072694999999999996 -1.0000000180025095e-35 0.10337000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025829144113853481 -0.015836337451338275 0.0032007148481412243 -0.0028197064662922522 leaf_weight=3.4665938547695978 5.1667323929832483 98.108259092790831 3.2905418216250837 leaf_count=118 357 1727 35 internal_value=0 0.00224556 -0.0146637 internal_weight=0 103.275 6.75714 internal_count=2237 2084 153 is_linear=0 shrinkage=0.0224292 Tree=5806 num_leaves=4 num_cat=0 split_feature=457 1213 2 split_gain=3.46897 3.60842 1.78659 threshold=-0.072694999999999996 -1.0000000180025095e-35 0.10337000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050100102456770263 -0.00031263212927238698 5.9934801335537821e-05 -5.0753478532172879e-05 leaf_weight=3.4912538907083208 5.275783020824746 99.831446718617372 3.3228095092345029 leaf_count=118 357 1727 35 internal_value=0 4.11807e-05 -0.000282198 internal_weight=0 105.107 6.81406 internal_count=2237 2084 153 is_linear=0 shrinkage=0.000439788 Tree=5807 num_leaves=4 num_cat=0 split_feature=457 1213 2 split_gain=3.47366 3.41512 1.74843 threshold=-0.072694999999999996 -1.0000000180025095e-35 0.10337000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025641536994351236 -0.015626449023916869 0.0031269150854898943 -0.002749888834963046 leaf_weight=3.4141226147767147 5.1222418307806938 98.11801159841707 3.2941396017558873 leaf_count=118 357 1727 35 internal_value=0 0.00219375 -0.0144401 internal_weight=0 103.24 6.70826 internal_count=2237 2084 153 is_linear=0 shrinkage=0.0224292 Tree=5808 num_leaves=3 num_cat=0 split_feature=52 150 split_gain=2.81453 2.48984 threshold=-0.5138299999999999 0.079825000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023516929767599226 -0.0018046394506321783 0.0065026445252293454 leaf_weight=2.5841819773486341 79.221811421139137 23.523581135468703 leaf_count=169 1776 303 internal_value=0 9.81696e-05 internal_weight=0 102.745 internal_count=2248 2079 is_linear=0 shrinkage=0.0224292 Tree=5809 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=4.42599 3.08207 threshold=-1.0000000180025095e-35 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025696278144665546 -0.0024756501944637687 0.011446439500430568 leaf_weight=3.1343092982424414 93.363246225697367 8.7300352210440888 leaf_count=72 2002 174 internal_value=0 -0.00128325 internal_weight=0 102.093 internal_count=2248 2176 is_linear=0 shrinkage=0.0224292 Tree=5810 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=4.38891 3.09289 threshold=-1.0000000180025095e-35 -0.10071499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050223829785959898 6.3925537942876884e-05 -8.9475386066068931e-05 leaf_weight=3.1487162168195928 44.704802700816799 58.88365243915905 leaf_count=72 438 1738 internal_value=0 -2.32738e-05 internal_weight=0 103.588 internal_count=2248 2176 is_linear=0 shrinkage=0.000439788 Tree=5811 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=4.44577 3.04513 threshold=-1.0000000180025095e-35 -0.10071499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0005000441148961623 6.0631279157059091e-05 -9.1239799977154614e-05 leaf_weight=3.1846893553156397 44.786028478229127 59.357870633717539 leaf_count=72 438 1738 internal_value=0 -2.593e-05 internal_weight=0 104.144 internal_count=2248 2176 is_linear=0 shrinkage=0.000439788 Tree=5812 num_leaves=4 num_cat=0 split_feature=1456 52 52 split_gain=2.95328 2.9028 0.409423 threshold=-1.0000000180025095e-35 0.14114500000000005 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026930265614736694 3.6499225010822221e-05 0.012483807773096888 -0.010892264665202735 leaf_weight=1.8941096632406691 94.798038706525404 10.446776512166251 1.448519615227269 leaf_count=104 1851 206 110 internal_value=0 0.00127408 -0.0200816 internal_weight=0 105.245 3.34263 internal_count=2271 2057 214 is_linear=0 shrinkage=0.0224292 Tree=5813 num_leaves=4 num_cat=0 split_feature=157 0 1 split_gain=2.74727 2.92883 1.73933 threshold=-0.084489999999999996 -0.061994999999999995 0.10354000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029243128364218902 -0.0010403722927918744 0.0073163976983383226 0.00069704180829253492 leaf_weight=2.4568964529025825 75.167541649650957 29.309704601473641 1.6099329694407059 leaf_count=147 1694 403 27 internal_value=0 0.00130492 -0.0174429 internal_weight=0 104.477 4.06683 internal_count=2271 2097 174 is_linear=0 shrinkage=0.0224292 Tree=5814 num_leaves=4 num_cat=0 split_feature=1456 157 52 split_gain=3.05088 2.72422 0.397588 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.048950000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052260519089458648 -0.00033040414146867934 3.5432773790118449e-05 -0.00021613779353043139 leaf_weight=2.0183552203670838 4.072552268022263 104.12846101172545 1.4410927138924305 leaf_count=118 149 1908 96 internal_value=0 2.16073e-05 -0.000396828 internal_weight=0 108.201 3.45945 internal_count=2271 2057 214 is_linear=0 shrinkage=0.000439788 Tree=5815 num_leaves=4 num_cat=0 split_feature=1456 157 16 split_gain=2.96659 2.74363 0.412922 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.026779999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020745829338076631 -0.00033132863010270947 3.8588488738143107e-05 -0.00052098965441299821 leaf_weight=1.4385390427923996 4.0105223668870158 103.09000035125428 1.9741264903677791 leaf_count=73 149 1908 141 internal_value=0 2.46799e-05 -0.000390716 internal_weight=0 107.101 3.41267 internal_count=2271 2057 214 is_linear=0 shrinkage=0.000439788 Tree=5816 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=3.08591 3.03118 threshold=-0.5138299999999999 -0.24395999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046665400973202508 -0.00046792839487295123 4.4226144295051801e-06 leaf_weight=2.8891795149975215 2.6766217867152582 104.07681401535592 leaf_count=171 122 1976 internal_value=0 -7.50216e-06 internal_weight=0 106.753 internal_count=2269 2098 is_linear=0 shrinkage=0.000439788 Tree=5817 num_leaves=4 num_cat=0 split_feature=1 159 12 split_gain=4.1337 4.97162 2.35368 threshold=0.10384000000000002 0.091005000000000016 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0402647009933819e-05 0.00019723241060355578 -0.00052201971125354096 -3.2376529399492021e-05 leaf_weight=69.859348650308675 20.91752635150624 4.5898442175966911 14.687947387341408 leaf_count=1599 324 154 192 internal_value=0 -7.96045e-05 0.000102548 internal_weight=0 74.4492 35.6055 internal_count=2269 1753 516 is_linear=0 shrinkage=0.000439788 Tree=5818 num_leaves=4 num_cat=0 split_feature=1 159 150 split_gain=3.82545 4.92793 2.28712 threshold=0.10384000000000002 0.091005000000000016 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024298259760949033 0.0021880814098329689 -0.02665128528584574 0.016418166885419042 leaf_weight=68.84202310251203 27.741238541930215 4.4833646095794384 7.1290971151902331 leaf_count=1599 392 154 124 internal_value=0 -0.00391736 0.00510476 internal_weight=0 73.3254 34.8703 internal_count=2269 1753 516 is_linear=0 shrinkage=0.0224292 Tree=5819 num_leaves=4 num_cat=0 split_feature=1 159 159 split_gain=4.05737 4.90794 2.26158 threshold=0.10384000000000002 0.091005000000000016 0.075610000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.903855764449292e-05 5.2216215495009542e-05 -0.00051845040276195741 0.00034694533194207136 leaf_weight=70.022242168863158 29.754161763150478 4.5718769746890748 6.0448998846986788 leaf_count=1599 381 154 135 internal_value=0 -7.79341e-05 0.000102142 internal_weight=0 74.5941 35.7991 internal_count=2269 1753 516 is_linear=0 shrinkage=0.000439788 Tree=5820 num_leaves=4 num_cat=0 split_feature=133 52 160 split_gain=3.11516 3.16282 3.06874 threshold=0.10695000000000002 -0.0078449999999999978 0.098085000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.268089626160684e-05 0.00022404666238399416 -0.00053238639717602745 -0.00025435399804643355 leaf_weight=93.769476754270727 1.4466333943710195 3.9819980948959701 7.7844247827160862 leaf_count=1784 60 242 166 internal_value=0 -0.000330732 1.06351e-05 internal_weight=0 5.42863 101.554 internal_count=2252 302 1950 is_linear=0 shrinkage=0.000439788 Tree=5821 num_leaves=4 num_cat=0 split_feature=133 52 484 split_gain=3.11325 3.20121 3.13082 threshold=0.10695000000000002 -0.009604999999999999 -0.082244999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035050662770282114 0.00022931179736043801 -0.00053266077578341864 2.5667240844851661e-05 leaf_weight=4.4562028770305906 1.437839902093401 4.0099487933475748 97.674205969571631 leaf_count=204 54 248 1746 internal_value=0 -0.000331454 9.1914e-06 internal_weight=0 5.44779 102.13 internal_count=2252 302 1950 is_linear=0 shrinkage=0.000439788 Tree=5822 num_leaves=4 num_cat=0 split_feature=133 160 2 split_gain=3.08504 3.07124 2.35717 threshold=0.10695000000000002 0.098085000000000019 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016286476373012888 -0.026932616896572694 -0.013076295671042086 0.005172568076021177 leaf_weight=92.8021049059098 3.6809928637812837 7.7220292349884394 1.6616820651688611 leaf_count=1784 246 166 56 internal_value=0 0.00049678 -0.0169644 internal_weight=0 100.524 5.34267 internal_count=2252 1950 302 is_linear=0 shrinkage=0.0224292 Tree=5823 num_leaves=4 num_cat=0 split_feature=133 484 2 split_gain=2.99189 3.02525 2.31297 threshold=0.10695000000000002 -0.082244999999999985 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017759691304271314 -0.026855856822744165 0.0013151984754844121 0.005069529399299888 leaf_weight=4.3538913417432914 3.609576919101527 96.152039237753343 1.6578600435313999 leaf_count=204 246 1746 56 internal_value=0 0.000485663 -0.0168257 internal_weight=0 100.506 5.26744 internal_count=2252 1950 302 is_linear=0 shrinkage=0.0224292 Tree=5824 num_leaves=3 num_cat=0 split_feature=14 401 split_gain=3.05361 2.37983 threshold=0.076175000000000007 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.167702876350065e-05 -0.00041571793500357773 -0.00035560819490702323 leaf_weight=103.47927806523148 3.5187260815655454 3.5093772672116748 leaf_count=2033 71 177 internal_value=0 -4.3173e-07 internal_weight=0 106.989 internal_count=2281 2210 is_linear=0 shrinkage=0.000439788 Tree=5825 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=3.92136 3.1942 threshold=-0.40771999999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029803442012093211 0.00062271226482386497 -0.021355515367829921 leaf_weight=2.2627493271502308 103.0001932152627 3.4185434399332726 leaf_count=78 2134 69 internal_value=0 -8.70092e-05 internal_weight=0 106.419 internal_count=2281 2203 is_linear=0 shrinkage=0.0224292 Tree=5826 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.86625 3.17045 threshold=-0.40771999999999992 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058030414823906286 -1.897732444255994e-05 0.0003148170792673022 leaf_weight=2.2562811446041442 102.33976793342663 5.797299049794673 leaf_count=78 2080 123 internal_value=0 -1.02997e-06 internal_weight=0 108.137 internal_count=2281 2203 is_linear=0 shrinkage=0.000439788 Tree=5827 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.81131 3.1524 threshold=-0.40771999999999992 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057872511946519174 -2.0237027678530091e-05 0.00031321043537357385 leaf_weight=2.246710231906035 102.48541604445199 5.7745646182156625 leaf_count=78 2080 123 internal_value=0 -2.39892e-06 internal_weight=0 108.26 internal_count=2281 2203 is_linear=0 shrinkage=0.000439788 Tree=5828 num_leaves=4 num_cat=0 split_feature=42 2 456 split_gain=4.37055 5.18935 3.47367 threshold=0.092395000000000019 0.11098000000000001 0.087015000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1875875425515727e-05 -0.00039650520751582523 0.00011232664256440404 -0.00030531177552384431 leaf_weight=93.267231180565432 9.3028227498580218 6.6247233691974534 4.6892394463648079 leaf_count=1751 326 151 116 internal_value=0 -0.000184986 6.32851e-05 internal_weight=0 15.9275 97.9565 internal_count=2344 477 1867 is_linear=0 shrinkage=0.000439788 Tree=5829 num_leaves=4 num_cat=0 split_feature=42 2 483 split_gain=4.50047 5.09631 3.84281 threshold=0.092395000000000019 0.11098000000000001 0.086625000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004251088439418578 -0.020429939899329414 0.005543295426625558 -0.017440848500140028 leaf_weight=92.44927485990047 9.1560568313725508 6.4762855820590621 4.2808858489188415 leaf_count=1688 326 151 179 internal_value=0 -0.00967591 0.00328784 internal_weight=0 15.6323 96.7302 internal_count=2344 477 1867 is_linear=0 shrinkage=0.0224292 Tree=5830 num_leaves=4 num_cat=0 split_feature=42 2 483 split_gain=4.31951 4.92304 3.68619 threshold=0.092395000000000019 0.11098000000000001 0.086625000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004157109478838854 -0.020161294329983127 0.0054287106101052396 -0.017140992955161059 leaf_weight=92.419590216606593 9.0711821744189347 6.465188340691383 4.2586653532089249 leaf_count=1688 326 151 179 internal_value=0 -0.00951887 0.00321573 internal_weight=0 15.5364 96.6783 internal_count=2344 477 1867 is_linear=0 shrinkage=0.0224292 Tree=5831 num_leaves=4 num_cat=0 split_feature=42 2 483 split_gain=4.09779 4.9045 3.48335 threshold=0.092395000000000019 0.11098000000000001 0.086625000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6925225558931057e-05 -0.0003887404015481773 0.00010687113076789764 -0.00032455927013959275 leaf_weight=93.836272313961672 9.2273880595021165 6.6201586264069183 4.3558904463643549 leaf_count=1688 326 151 179 internal_value=0 -0.000181824 5.90554e-05 internal_weight=0 15.8475 98.1922 internal_count=2344 477 1867 is_linear=0 shrinkage=0.000439788 Tree=5832 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.22485 5.32775 4.09165 threshold=0.091785000000000019 -1.0000000180025095e-35 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007817754835374339 0.0080092375577927848 -0.014029176752237237 -0.0060237088027605429 leaf_weight=40.628492176030704 36.903147559103672 17.452466395225201 14.564389036473584 leaf_count=1172 576 329 191 internal_value=0 -0.00367184 0.0040374 internal_weight=0 58.081 51.4675 internal_count=2268 1501 767 is_linear=0 shrinkage=0.0224292 Tree=5833 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.08453 5.11002 3.91552 threshold=0.091785000000000019 -1.0000000180025095e-35 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076414939632879681 0.0078447064978869468 -0.013755627165487828 -0.0058761381714705317 leaf_weight=40.633730985227885 36.833270550167072 17.401270009955624 14.595403789688133 leaf_count=1172 576 329 191 internal_value=0 -0.00359257 0.00395001 internal_weight=0 58.035 51.4287 internal_count=2268 1501 767 is_linear=0 shrinkage=0.0224292 Tree=5834 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.95024 4.9007 3.74685 threshold=0.091785000000000019 -1.0000000180025095e-35 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074692303731938795 0.0076831371803121086 -0.013486305873709753 -0.0057324496503155398 leaf_weight=40.638858488717233 36.765502967602515 17.351631838151661 14.62580975491437 leaf_count=1172 576 329 191 internal_value=0 -0.00351491 0.00386439 internal_weight=0 57.9905 51.3913 internal_count=2268 1501 767 is_linear=0 shrinkage=0.0224292 Tree=5835 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.07477 4.51251 3.52827 threshold=0.091785000000000019 -1.0000000180025095e-35 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2103311576609855e-06 0.0001483296438623965 -0.00025747214504529887 -0.00010441732037689277 leaf_weight=41.243846168465097 37.503348912789079 17.450456733742612 14.918776895123299 leaf_count=1172 576 329 191 internal_value=0 -7.01352e-05 7.63887e-05 internal_weight=0 58.6943 52.4221 internal_count=2268 1501 767 is_linear=0 shrinkage=0.000439788 Tree=5836 num_leaves=4 num_cat=0 split_feature=0 133 43 split_gain=3.30471 3.69578 2.78571 threshold=-0.020899999999999998 -0.088524999999999979 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003423977854814224 5.1251196173383339e-05 -1.886391875844663e-05 0.00042302056257739274 leaf_weight=7.4261269496528248 14.108533681253904 82.538541186364455 5.3710889885551287 leaf_count=320 224 1667 29 internal_value=0 -4.5637e-05 0.000154072 internal_weight=0 89.9647 19.4796 internal_count=2240 1987 253 is_linear=0 shrinkage=0.000439788 Tree=5837 num_leaves=4 num_cat=0 split_feature=131 50 131 split_gain=3.01137 3.46877 2.86658 threshold=0.10033500000000002 0.085685000000000011 0.10548500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0734854226885234e-07 0.00070694186205112037 -0.00027195877451274738 1.0382883749199048e-05 leaf_weight=94.696901512947079 2.1391041967726769 10.004166329337748 2.4298170769034186 leaf_count=1691 22 398 129 internal_value=0 -2.59334e-05 0.000338087 internal_weight=0 104.701 4.56892 internal_count=2240 2089 151 is_linear=0 shrinkage=0.000439788 Tree=5838 num_leaves=4 num_cat=0 split_feature=0 131 4 split_gain=3.25665 3.85958 2.42024 threshold=-0.020899999999999998 0.10033500000000002 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034639492644074456 -0.0039300950901660836 0.018310118936200256 0.01318669742101662 leaf_weight=83.972171298210014 6.0626784720225286 4.2864166828512671 13.142106523882829 leaf_count=1843 94 144 159 internal_value=0 -0.00240273 0.00778463 internal_weight=0 88.2586 19.2048 internal_count=2240 1987 253 is_linear=0 shrinkage=0.0224292 Tree=5839 num_leaves=4 num_cat=0 split_feature=0 131 43 split_gain=3.12179 3.68312 2.74743 threshold=-0.020899999999999998 0.10033500000000002 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033866671901644765 0.0023924525629571685 0.01786185823989761 0.021403793990006404 leaf_weight=83.962512161509949 13.860431470384357 4.2958063202095209 5.2652035500504999 leaf_count=1843 224 144 29 internal_value=0 -0.0023488 0.00764232 internal_weight=0 88.2583 19.1256 internal_count=2240 1987 253 is_linear=0 shrinkage=0.0224292 Tree=5840 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.78245 3.73685 threshold=0.076175000000000007 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0047492290327847807 -0.020477336116335069 -0.0037598700097724912 leaf_weight=46.250764087162679 3.4371668067324199 59.142049219506589 leaf_count=394 76 1773 internal_value=0 -2.55383e-05 internal_weight=0 105.393 internal_count=2243 2167 is_linear=0 shrinkage=0.0224292 Tree=5841 num_leaves=4 num_cat=0 split_feature=1 43 403 split_gain=2.83865 7.12744 4.59554 threshold=1.0000000180025095e-35 0.019175000000000001 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026332452325462398 6.0853523218851794e-06 0.00015182420652744982 0.00044220211550794109 leaf_weight=22.607348020712379 71.08199238551606 12.356792999875323 4.9830560242698985 leaf_count=933 1020 214 76 internal_value=0 -0.000116603 3.47594e-05 internal_weight=0 34.9641 76.065 internal_count=2243 1147 1096 is_linear=0 shrinkage=0.000439788 Tree=5842 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.67924 3.57636 threshold=0.076175000000000007 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046487992225652218 -0.020162345958348381 -0.0036775120766957079 leaf_weight=46.21375834295759 3.4129740280077376 59.139625371921284 leaf_count=394 76 1773 internal_value=0 -2.49557e-05 internal_weight=0 105.353 internal_count=2243 2167 is_linear=0 shrinkage=0.0224292 Tree=5843 num_leaves=4 num_cat=0 split_feature=1 43 403 split_gain=2.6318 6.99667 4.80982 threshold=1.0000000180025095e-35 0.019175000000000001 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01332946022644726 0.00020022111968617183 0.00786062115437745 0.023112168080877776 leaf_weight=22.029137614932552 69.569867981594143 12.147703005342917 4.9172592139802864 leaf_count=933 1020 214 76 internal_value=0 -0.00579754 0.00171829 internal_weight=0 34.1768 74.4871 internal_count=2243 1147 1096 is_linear=0 shrinkage=0.0224292 Tree=5844 num_leaves=4 num_cat=0 split_feature=15 130 15 split_gain=7.37579 4.12476 4.05425 threshold=0.088575000000000015 -0.082104999999999984 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.385238372191439e-06 0.00023241867870930802 -0.00044853893744185321 0.00037118762678981643 leaf_weight=87.182875674119714 2.0322194606997064 10.8344508753471 5.7533839792304198 leaf_count=1533 18 467 275 internal_value=0 -0.0003408 1.42462e-05 internal_weight=0 12.8667 92.9363 internal_count=2293 485 1808 is_linear=0 shrinkage=0.000439788 Tree=5845 num_leaves=4 num_cat=0 split_feature=15 130 4 split_gain=7.64246 4.06361 3.95398 threshold=0.088575000000000015 -0.082104999999999984 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036464317577356676 0.00022408516266769386 -0.00045096080017467102 3.6228197529412531e-05 leaf_weight=5.0100619280710808 2.0343343510758123 10.954862419264826 88.56688011733786 leaf_count=102 18 467 1706 internal_value=0 -0.000345063 1.46957e-05 internal_weight=0 12.9892 93.5769 internal_count=2293 485 1808 is_linear=0 shrinkage=0.000439788 Tree=5846 num_leaves=4 num_cat=0 split_feature=15 15 130 split_gain=7.28346 4.35723 4.1045 threshold=0.088575000000000015 0.083995000000000014 -0.082104999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057285213373090395 0.011926569452760565 0.019684610390321405 -0.023002645513729093 leaf_weight=86.120306582452031 1.9995923385722552 5.6756345055910051 10.63787828246859 leaf_count=1533 18 275 467 internal_value=0 0.000683475 -0.0174662 internal_weight=0 91.7959 12.6375 internal_count=2293 1808 485 is_linear=0 shrinkage=0.0224292 Tree=5847 num_leaves=4 num_cat=0 split_feature=15 15 130 split_gain=7.04532 4.12734 3.98445 threshold=0.088575000000000015 0.083995000000000014 -0.082104999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055997659831423746 0.011667180041730214 0.019075149792716514 -0.022791153899052816 leaf_weight=86.124830887863936 1.9986371733248223 5.7256385477521681 10.497550057225451 leaf_count=1533 18 275 467 internal_value=0 0.000667718 -0.0172705 internal_weight=0 91.8505 12.4962 internal_count=2293 1808 485 is_linear=0 shrinkage=0.0224292 Tree=5848 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=5.73433 3.59863 threshold=-0.096099999999999977 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028927913582994784 0.0024014005031142496 -0.019567894759600246 leaf_weight=3.1705579109257078 102.10323080953094 3.8749195587370187 leaf_count=54 2120 119 internal_value=0 0.00159475 internal_weight=0 105.978 internal_count=2293 2239 is_linear=0 shrinkage=0.0224292 Tree=5849 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=5.33454 3.65485 threshold=-0.096099999999999977 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054414338312604854 4.5068485152483274e-05 -0.00041826833049382557 leaf_weight=3.1997815823415285 104.15722085794914 3.3812538383353958 leaf_count=54 2162 77 internal_value=0 3.04285e-05 internal_weight=0 107.538 internal_count=2293 2239 is_linear=0 shrinkage=0.000439788 Tree=5850 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=5.48707 3.62973 threshold=-0.096099999999999977 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028333409630145832 0.0023042334377950031 -0.021521768346428952 leaf_weight=3.1629996281117192 102.68975458660134 3.3016148179449365 leaf_count=54 2162 77 internal_value=0 0.00155831 internal_weight=0 105.991 internal_count=2293 2239 is_linear=0 shrinkage=0.0224292 Tree=5851 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=5.16507 3.51751 threshold=-0.088929999999999981 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005000945832549634 4.4173569997505601e-05 -0.00041457387390856655 leaf_weight=3.6611029302002853 103.32879363715983 3.3181545139887012 leaf_count=65 2151 77 internal_value=0 2.98287e-05 internal_weight=0 106.647 internal_count=2293 2228 is_linear=0 shrinkage=0.000439788 Tree=5852 num_leaves=4 num_cat=0 split_feature=0 133 15 split_gain=3.3587 6.49947 5.46125 threshold=-0.10071499999999999 -0.17006999999999997 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0091768938059280641 0.024094262718478997 -0.004344906425727507 0.0092959818099627618 leaf_weight=10.111866697494404 4.330312474317906 57.337893992935278 39.236174150857551 leaf_count=148 130 1698 314 internal_value=0 -0.00234108 0.00550863 internal_weight=0 61.6682 49.348 internal_count=2290 1828 462 is_linear=0 shrinkage=0.0224292 Tree=5853 num_leaves=4 num_cat=0 split_feature=0 133 15 split_gain=3.21485 6.21525 5.2287 threshold=-0.10071499999999999 -0.17006999999999997 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0089630859039175805 0.023567152413782235 -0.0042496647991669897 0.0091101361935379058 leaf_weight=10.121215285678771 4.3283182411432781 57.308822548355238 39.140088580723386 leaf_count=148 130 1698 314 internal_value=0 -0.0022896 0.00539478 internal_weight=0 61.6371 49.2613 internal_count=2290 1828 462 is_linear=0 shrinkage=0.0224292 Tree=5854 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=3.57995 5.96158 4.85944 threshold=-0.10071499999999999 0.092805000000000012 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001599722610440952 -0.00010754026138973661 0.00026176176903441043 0.0001786519484153584 leaf_weight=10.310040989941625 53.004494225864619 10.039574899798025 39.730164967251767 leaf_count=148 1663 165 314 internal_value=0 -4.86686e-05 0.000108849 internal_weight=0 63.0441 50.0402 internal_count=2290 1828 462 is_linear=0 shrinkage=0.000439788 Tree=5855 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=3.35048 5.9162 4.98015 threshold=-0.10071499999999999 0.092805000000000012 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016442553864517512 -0.00010322769149914003 0.00026609262989431357 0.00017973022276069502 leaf_weight=10.222050415282864 52.338346158470813 9.9712622825754789 39.521627456917486 leaf_count=148 1663 165 314 internal_value=0 -4.40628e-05 0.000108972 internal_weight=0 62.3096 49.7437 internal_count=2290 1828 462 is_linear=0 shrinkage=0.000439788 Tree=5856 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=2.6114 5.56352 4.03597 threshold=0.088235000000000022 0.088575000000000015 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050136616690270516 0.036832293104745485 0.0028704186512275493 -0.0049603078768407942 leaf_weight=31.22572779138136 2.7453010625904453 19.892540999760968 58.840226064770832 leaf_count=275 23 495 1501 internal_value=0 0.00701656 -0.00150202 internal_weight=0 22.6378 90.066 internal_count=2294 518 1776 is_linear=0 shrinkage=0.0224292 Tree=5857 num_leaves=3 num_cat=0 split_feature=48 2 split_gain=2.6074 3.42953 threshold=0.12879500000000002 0.08826500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0037917231724242961 -0.014517177040295275 0.0043648445041982887 leaf_weight=44.162573014160444 5.7240268520254167 62.766922765280469 leaf_count=1112 65 1117 internal_value=0 0.000996054 internal_weight=0 106.929 internal_count=2294 2229 is_linear=0 shrinkage=0.0224292 Tree=5858 num_leaves=4 num_cat=0 split_feature=1213 15 52 split_gain=2.54213 3.68375 2.14014 threshold=-1.0000000180025095e-35 0.088235000000000022 -0.089214999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077680852382205857 -0.001099500817883646 0.0093918563825216121 -0.024156285478883311 leaf_weight=1.463360967900371 86.525493547127553 20.884346396182082 3.7088165321474653 leaf_count=26 1563 375 330 internal_value=0 0.000941704 -0.0151286 internal_weight=0 107.41 5.17218 internal_count=2294 1938 356 is_linear=0 shrinkage=0.0224292 Tree=5859 num_leaves=3 num_cat=0 split_feature=48 2 split_gain=2.49764 3.264 threshold=0.12879500000000002 0.08826500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.003703335734254647 -0.014213163180804555 0.0042589040005748275 leaf_weight=44.102088454841578 5.7236592147382899 62.700051972693473 leaf_count=1112 65 1117 internal_value=0 0.000970961 internal_weight=0 106.802 internal_count=2294 2229 is_linear=0 shrinkage=0.0224292 Tree=5860 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=3.68245 5.02767 2.53537 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5389677061595473e-05 -0.00053489512632735978 0.00055372612848008729 -2.4065219503623391e-05 leaf_weight=94.67866208774285 3.6670611182162238 3.5977412266656748 3.8374335032422096 leaf_count=1944 212 20 41 internal_value=0 4.4835e-05 -0.000274405 internal_weight=0 98.2764 7.50449 internal_count=2217 1964 253 is_linear=0 shrinkage=0.000439788 Tree=5861 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=3.61456 4.99427 2.55121 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7473721577987655e-05 -0.00053437921043121821 0.00055421715652152455 -2.058319182106815e-05 leaf_weight=94.800470266673074 3.6168147743555883 3.5952309919521204 3.8500667498447001 leaf_count=1944 212 20 41 internal_value=0 4.68239e-05 -0.000270184 internal_weight=0 98.3957 7.46688 internal_count=2217 1964 253 is_linear=0 shrinkage=0.000439788 Tree=5862 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=3.52438 5.09694 2.56691 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5802632046500242e-05 -0.00053369679456039378 0.00055725327471931345 -1.8072695001575112e-05 leaf_weight=94.667996079842851 3.6022511453193138 3.6050146948546162 3.8583603359293193 leaf_count=1944 212 20 41 internal_value=0 4.54026e-05 -0.000267761 internal_weight=0 98.273 7.46061 internal_count=2217 1964 253 is_linear=0 shrinkage=0.000439788 Tree=5863 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=3.58192 5.06612 2.52121 threshold=0.16180500000000003 0.14114500000000005 0.10491000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013863453061220346 -0.027375231548815476 0.028558459931949672 -0.0010920136336744202 leaf_weight=93.296643901921925 3.5483026728943505 3.5655505284667006 3.7864739578217268 leaf_count=1944 212 20 41 internal_value=0 0.002392 -0.013845 internal_weight=0 96.8622 7.33478 internal_count=2217 1964 253 is_linear=0 shrinkage=0.0224292 Tree=5864 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.10228 4.19949 3.26038 threshold=0.069910000000000014 0.019175000000000001 0.083135000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1795124290543773e-05 -8.9291653822752554e-05 0.00017401033880254279 0.00031703348068545849 leaf_weight=77.104828759045631 5.6514013827545595 18.001748668084474 11.719169132848036 leaf_count=1763 72 351 126 internal_value=0 -1.7136e-05 0.000184885 internal_weight=0 95.1066 17.3706 internal_count=2312 2114 198 is_linear=0 shrinkage=0.000439788 Tree=5865 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.08263 3.93769 3.27154 threshold=0.069910000000000014 0.019175000000000001 0.083135000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.014281644703992e-05 -8.8614638695999113e-05 0.00016774022076098045 0.00031638114265385766 leaf_weight=77.69702769272044 5.7299256112310131 18.058170612104732 11.744240411702775 leaf_count=1763 72 351 126 internal_value=0 -1.71422e-05 0.000183628 internal_weight=0 95.7552 17.4742 internal_count=2312 2114 198 is_linear=0 shrinkage=0.000439788 Tree=5866 num_leaves=4 num_cat=0 split_feature=401 457 2 split_gain=2.94859 2.82205 0.608193 threshold=0.087110000000000007 0.069910000000000014 0.089070000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012496421512853535 -0.02471353869313786 0.0098871087542512833 -0.0064016959453081007 leaf_weight=89.977349530163337 2.5443065950821615 16.7891176941921 1.4431461112108079 leaf_count=1924 136 190 62 internal_value=0 0.00145093 -0.0181482 internal_weight=0 106.766 3.98745 internal_count=2312 2114 198 is_linear=0 shrinkage=0.0224292 Tree=5867 num_leaves=4 num_cat=0 split_feature=401 457 2 split_gain=2.8772 2.74743 0.636673 threshold=0.087110000000000007 0.069910000000000014 0.090695000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7718299372247423e-06 -0.00048127432250078493 0.00019053202253265392 -0.00011510070598374209 leaf_weight=90.836162324347242 2.5721704328461774 16.841565561189782 1.4457613508857319 leaf_count=1924 140 190 58 internal_value=0 2.74907e-05 -0.000350683 internal_weight=0 107.678 4.01793 internal_count=2312 2114 198 is_linear=0 shrinkage=0.000439788 Tree=5868 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.58028 3.18905 threshold=0.19762500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019148519130607649 -0.016602874735666948 0.00090820955927867458 leaf_weight=5.0700865573598994 7.2422763131471575 91.89414992959064 leaf_count=67 110 2043 internal_value=0 0.00186554 internal_weight=0 96.9642 internal_count=2220 2110 is_linear=0 shrinkage=0.0224292 Tree=5869 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.15244 3.186 threshold=0.19762500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037382356003947125 -0.00030717899825750646 1.7184434618776441e-05 leaf_weight=5.091324537905165 7.3214313638600279 93.262398344402754 leaf_count=67 110 2043 internal_value=0 3.5715e-05 internal_weight=0 98.3537 internal_count=2220 2110 is_linear=0 shrinkage=0.000439788 Tree=5870 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.34123 3.32835 threshold=0.19762500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037801059148159511 -0.00031544663444841084 1.614112115098278e-05 leaf_weight=5.1697713507746803 7.3191069003805742 93.534102110363165 leaf_count=67 110 2043 internal_value=0 3.5164e-05 internal_weight=0 98.7039 internal_count=2220 2110 is_linear=0 shrinkage=0.000439788 Tree=5871 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.29023 3.15 threshold=0.19762500000000002 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003726137149935683 -0.00031218626069782102 1.8296457009404894e-05 leaf_weight=5.1009000601188736 7.3034311039518789 93.133642716653412 leaf_count=67 110 2043 internal_value=0 3.67635e-05 internal_weight=0 98.2345 internal_count=2220 2110 is_linear=0 shrinkage=0.000439788 Tree=5872 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.13696 6.29149 threshold=-0.15747999999999998 -0.068264999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020758498355580371 -0.027994787090755723 0.00010097296692487331 leaf_weight=3.4160209875553837 4.1580243954886091 99.970025372469536 leaf_count=27 129 2110 internal_value=0 -0.00102587 internal_weight=0 104.128 internal_count=2266 2239 is_linear=0 shrinkage=0.0224292 Tree=5873 num_leaves=4 num_cat=0 split_feature=133 52 52 split_gain=3.17164 6.92148 3.50278 threshold=0.09148000000000002 -0.51151499999999983 -0.42890999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047241855411783522 0.00061115397571637241 -0.00037442441292765528 3.2303642390335396e-05 leaf_weight=2.7167505149845956 1.596542163111734 9.4063390952942409 95.282166873777896 leaf_count=160 18 405 1683 internal_value=0 -0.000230604 1.82223e-05 internal_weight=0 11.0029 97.9989 internal_count=2266 423 1843 is_linear=0 shrinkage=0.000439788 Tree=5874 num_leaves=4 num_cat=0 split_feature=133 52 52 split_gain=3.20475 6.93141 3.49071 threshold=0.09148000000000002 -0.51151499999999983 -0.42890999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047221973804758357 0.00060935911376009061 -0.00037761672940011398 3.2801294590209438e-05 leaf_weight=2.7040423359503611 1.5966205889126275 9.3149212080243142 94.912051335097203 leaf_count=160 18 405 1683 internal_value=0 -0.000232386 1.87222e-05 internal_weight=0 10.9115 97.6161 internal_count=2266 423 1843 is_linear=0 shrinkage=0.000439788 Tree=5875 num_leaves=3 num_cat=0 split_feature=1 50 split_gain=3.2493 4.63499 threshold=0.13849500000000003 0.083090000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.8820592196327518e-06 0.00031184334118583242 -0.00031507312848943407 leaf_weight=93.868132898751355 5.8747132757271165 9.572677136755372 leaf_count=1758 102 406 internal_value=0 -2.38726e-05 internal_weight=0 103.441 internal_count=2266 2164 is_linear=0 shrinkage=0.000439788 Tree=5876 num_leaves=4 num_cat=0 split_feature=403 12 0 split_gain=2.7345 2.86487 0.0297591 threshold=-0.092224999999999988 0.088285000000000016 -0.079174999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023097459358099495 -0.0028658381464733607 0.0047345971123070856 -0.017758066730526233 leaf_weight=1.8171452856622639 67.623948846441635 39.509769649539521 1.4449141682416655 leaf_count=161 1143 893 117 internal_value=0 -6.25346e-05 -0.0208495 internal_weight=0 107.134 3.26206 internal_count=2314 2036 278 is_linear=0 shrinkage=0.0224292 Tree=5877 num_leaves=4 num_cat=0 split_feature=13 474 43 split_gain=2.99653 3.9603 3.41577 threshold=-0.0016149999999999999 0.084660000000000027 -0.17632999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061186799730891621 -0.00012716122313522157 0.00024323607715141305 3.7660782082092903e-05 leaf_weight=2.0597540396265677 48.944950765777321 6.283911138190887 55.585318211218691 leaf_count=19 637 69 1589 internal_value=0 -8.49481e-05 5.83739e-05 internal_weight=0 55.2289 57.6451 internal_count=2314 706 1608 is_linear=0 shrinkage=0.000439788 Tree=5878 num_leaves=4 num_cat=0 split_feature=13 474 43 split_gain=2.95446 3.83238 3.34924 threshold=-0.0016149999999999999 0.084660000000000027 -0.17632999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.031179772760695001 -0.0065227597267354881 0.012309181826173521 0.001877861463693373 leaf_weight=2.0172188044525674 48.124071791939059 6.110580283770104 54.173437661116623 leaf_count=19 637 69 1589 internal_value=0 -0.00439739 0.00294002 internal_weight=0 54.2347 56.1907 internal_count=2314 706 1608 is_linear=0 shrinkage=0.0224292 Tree=5879 num_leaves=4 num_cat=0 split_feature=403 13 0 split_gain=2.82189 3.16207 0.0350301 threshold=-0.092224999999999988 -0.0016149999999999999 -0.078824999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045261084068513359 7.6427444448527506e-05 -7.3451782849099089e-05 -0.00034322534955108226 leaf_weight=1.883391230076086 55.062323781301529 53.815818255585327 1.4512903942086257 leaf_count=164 1407 629 114 internal_value=0 2.34589e-06 -0.00040723 internal_weight=0 108.878 3.33468 internal_count=2314 2036 278 is_linear=0 shrinkage=0.000439788 Tree=5880 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=2.95172 3.02382 threshold=0.087830000000000005 -0.10628499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010181702605980263 -0.013499658134589941 0.00036767992400990135 leaf_weight=19.167345636422397 6.4440587375283931 89.330902386918751 leaf_count=217 93 1993 internal_value=0 0.00210292 internal_weight=0 108.498 internal_count=2303 2210 is_linear=0 shrinkage=0.0224292 Tree=5881 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=2.82355 2.90031 threshold=0.087830000000000005 -0.10628499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0099821634602307481 -0.013210041152684971 0.00035943153686092026 leaf_weight=19.112994946757681 6.438121622617472 89.331676397792762 leaf_count=217 93 1993 internal_value=0 0.00205686 internal_weight=0 108.445 internal_count=2303 2210 is_linear=0 shrinkage=0.0224292 Tree=5882 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=2.7008 2.78157 threshold=0.087830000000000005 -0.10628499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0097857694106174131 -0.012925753458430779 0.00035136862951320595 leaf_weight=19.060274531278992 6.4326265210183911 89.332435390337196 leaf_count=217 93 1993 internal_value=0 0.00201179 internal_weight=0 108.393 internal_count=2303 2210 is_linear=0 shrinkage=0.0224292 Tree=5883 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=2.83173 2.15834 threshold=-0.53299999999999992 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046485281086873449 -0.00026221065691500262 4.2603362204048477e-05 leaf_weight=2.2608450604675445 4.6658314906526348 109.77659911567753 leaf_count=142 48 2113 internal_value=0 3.01344e-05 internal_weight=0 114.442 internal_count=2303 2161 is_linear=0 shrinkage=0.000439788 Tree=5884 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=2.99684 3.58656 threshold=-0.40446999999999994 -0.22731999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024900634360728972 0.020739827721281436 -0.00082369816566421551 leaf_weight=2.4655131371364396 4.0213245323247966 97.902614116803306 leaf_count=179 78 2008 internal_value=0 3.07974e-05 internal_weight=0 101.924 internal_count=2265 2086 is_linear=0 shrinkage=0.0224292 Tree=5885 num_leaves=4 num_cat=0 split_feature=12 1 129 split_gain=3.07793 7.34053 2.89038 threshold=0.092355000000000007 0.12958500000000003 0.048480000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.045493090455828e-06 -0.00025033882520789503 0.00050248432451491915 0.0003097944008216838 leaf_weight=76.559835096075403 19.753006861898033 2.8505416105035684 6.4678074691837528 leaf_count=1447 634 47 137 internal_value=0 -0.000155056 2.79289e-05 internal_weight=0 22.6035 83.0276 internal_count=2265 681 1584 is_linear=0 shrinkage=0.000439788 Tree=5886 num_leaves=4 num_cat=0 split_feature=12 1 129 split_gain=2.97528 7.31863 2.89957 threshold=0.092355000000000007 0.12958500000000003 0.048480000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019678347633001614 -0.012701938580735357 0.025832031358308163 0.015900057399638845 leaf_weight=75.647666770953947 19.488888745436274 2.8225183575414112 6.3981181803428617 leaf_count=1447 634 47 137 internal_value=0 -0.00780926 0.00142477 internal_weight=0 22.3114 82.0458 internal_count=2265 681 1584 is_linear=0 shrinkage=0.0224292 Tree=5887 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=2.91735 3.45 threshold=-0.40446999999999994 -0.22731999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02483236835055257 0.02037577430606239 -0.00079707307012578975 leaf_weight=2.4097002407470418 4.012017181608825 97.809798714108183 leaf_count=179 78 2008 internal_value=0 4.08496e-05 internal_weight=0 101.822 internal_count=2265 2086 is_linear=0 shrinkage=0.0224292 Tree=5888 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=3.16868 4.36437 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053688747129551108 -8.7620239071304818e-06 0.00037359548028811137 leaf_weight=2.0432679503792306 98.837166178018379 6.1129951819602857 leaf_count=130 2071 47 internal_value=0 1.35729e-05 internal_weight=0 104.95 internal_count=2248 2118 is_linear=0 shrinkage=0.000439788 Tree=5889 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=3.23823 4.40988 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027866400260846819 -0.00035626017457653374 0.019291441741453582 leaf_weight=2.0012793025634883 97.166967923476477 6.0889926120580631 leaf_count=130 2071 47 internal_value=0 0.000805714 internal_weight=0 103.256 internal_count=2248 2118 is_linear=0 shrinkage=0.0224292 Tree=5890 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=3.09782 4.28861 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053459663178163854 -5.0715611882639737e-06 0.00037377346866752334 leaf_weight=1.9867616653646099 98.487617881652113 6.1205301259469698 leaf_count=130 2071 47 internal_value=0 1.71585e-05 internal_weight=0 104.608 internal_count=2248 2118 is_linear=0 shrinkage=0.000439788 Tree=5891 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=3.14262 4.23987 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027681358081908723 -0.00034640107492973422 0.018973842254446423 leaf_weight=1.9688484238176887 97.192970915049955 6.0520080250280435 leaf_count=130 2071 47 internal_value=0 0.00078941 internal_weight=0 103.245 internal_count=2248 2118 is_linear=0 shrinkage=0.0224292 Tree=5892 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.65309 5.00435 2.72804 threshold=0.09227500000000001 0.092475000000000016 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0072334023035303925 0.007398455459273149 0.011287634317879984 -0.0045292691656925368 leaf_weight=48.269286982194899 33.924917331722099 8.6369134919150365 13.461133908189366 leaf_count=1423 551 135 182 internal_value=0 -0.00441954 0.00400964 internal_weight=0 56.9062 47.3861 internal_count=2291 1558 733 is_linear=0 shrinkage=0.0224292 Tree=5893 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=3.49568 4.85159 2.61124 threshold=0.09227500000000001 0.019175000000000001 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078684075036140524 0.0072450699998528531 0.0077944912998359379 -0.0044208080006123479 leaf_weight=43.975785166170681 33.867190747507266 12.839216449243393 13.48228825686965 leaf_count=1285 551 273 182 internal_value=0 -0.00432743 0.00392289 internal_weight=0 56.815 47.3495 internal_count=2291 1558 733 is_linear=0 shrinkage=0.0224292 Tree=5894 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=3.34552 4.7966 2.55878 threshold=0.09227500000000001 0.092475000000000016 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070015085421985023 0.00090117238661712752 0.011145376703143263 0.013099955713313738 leaf_weight=48.084474990289891 35.939780040280311 8.6266450005059578 11.374478843645191 leaf_count=1423 563 135 170 internal_value=0 -0.00423826 0.00383789 internal_weight=0 56.7111 47.3143 internal_count=2291 1558 733 is_linear=0 shrinkage=0.0224292 Tree=5895 num_leaves=4 num_cat=0 split_feature=1 2 150 split_gain=3.61179 4.82824 2.5124 threshold=0.09227500000000001 0.08826500000000001 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025412723902874991 2.4281655254690774e-05 1.2082214561763688e-05 0.00025841907525165573 leaf_weight=20.392477118370152 36.875314111166517 37.176009240265557 11.652016968117094 leaf_count=783 563 775 170 internal_value=0 -8.22701e-05 8.05805e-05 internal_weight=0 57.5685 48.5273 internal_count=2291 1558 733 is_linear=0 shrinkage=0.000439788 Tree=5896 num_leaves=3 num_cat=0 split_feature=147 1429 split_gain=2.11277 3.15972 threshold=0.08955500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023990989268857062 0.012570441453410785 6.1608260654480784e-05 leaf_weight=2.8061226156751209 6.4974162126309229 100.00051168742357 leaf_count=112 85 2083 internal_value=0 -0.000599243 internal_weight=0 102.807 internal_count=2280 2195 is_linear=0 shrinkage=0.0224292 Tree=5897 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=3.4754 2.55755 threshold=-1.0000000180025095e-35 0.094435000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046583624144426054 -4.3115471706858445e-05 9.2976127536397403e-05 leaf_weight=2.955154981929808 61.445982850025757 47.214020125713432 leaf_count=116 1534 630 internal_value=0 1.60238e-05 internal_weight=0 108.66 internal_count=2280 2164 is_linear=0 shrinkage=0.000439788 Tree=5898 num_leaves=3 num_cat=0 split_feature=147 474 split_gain=2.03676 2.9074 threshold=0.08955500000000001 0.087745000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002994149476670056 0.012381965269887647 -0.016628143448347267 leaf_weight=97.440953984696534 6.4562450908124438 5.3674338675118625 leaf_count=2021 85 174 internal_value=0 -0.000587264 internal_weight=0 102.808 internal_count=2280 2195 is_linear=0 shrinkage=0.0224292 Tree=5899 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.04741 3.54764 threshold=-0.49367499999999992 -0.41542999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00024181562130054071 -0.00043167188140005186 3.2239650046328588e-05 leaf_weight=6.2190808702725908 3.2733149951964142 100.81850601782935 leaf_count=115 82 2083 internal_value=0 1.75748e-05 internal_weight=0 104.092 internal_count=2280 2165 is_linear=0 shrinkage=0.000439788 Tree=5900 num_leaves=3 num_cat=0 split_feature=1375 131 split_gain=3.1934 3.21649 threshold=-0.097394999999999982 0.092225000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004690398405455638 -1.1910925014415089e-05 -0.00036273977111024965 leaf_weight=3.2983704768121234 95.432815725027467 5.3181968954158938 leaf_count=53 1937 249 internal_value=0 -3.04948e-05 internal_weight=0 100.751 internal_count=2239 2186 is_linear=0 shrinkage=0.000439788 Tree=5901 num_leaves=3 num_cat=0 split_feature=1375 131 split_gain=3.31325 3.14535 threshold=-0.097394999999999982 0.092225000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024457008547221548 -0.00058380340193370283 -0.018570646871990913 leaf_weight=3.2538336090510702 93.986137640640663 5.1403753411868811 leaf_count=53 1937 249 internal_value=0 -0.00151994 internal_weight=0 99.1265 internal_count=2239 2186 is_linear=0 shrinkage=0.0224292 Tree=5902 num_leaves=3 num_cat=0 split_feature=1375 131 split_gain=3.17168 3.03387 threshold=-0.097394999999999982 0.092225000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023942080970585269 -0.00057069486986956652 -0.018302875382039088 leaf_weight=3.249722179141826 93.988909397616226 5.0993456311553009 leaf_count=53 1937 249 internal_value=0 -0.00148659 internal_weight=0 99.0883 internal_count=2239 2186 is_linear=0 shrinkage=0.0224292 Tree=5903 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=3.00205 3.01346 threshold=-0.097394999999999982 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045489174161472841 -4.6556988842333516e-05 0.00027354495365770437 leaf_weight=3.2592880669981232 93.999090917412104 6.0355943223112254 leaf_count=53 2086 100 internal_value=0 -2.71951e-05 internal_weight=0 100.035 internal_count=2239 2186 is_linear=0 shrinkage=0.000439788 Tree=5904 num_leaves=3 num_cat=0 split_feature=12 160 split_gain=2.83675 2.5461 threshold=-0.099039999999999975 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000470233379215384 5.1479892500447367e-05 -0.00012156707658798253 leaf_weight=2.3299505428585681 85.926166528297472 20.317468672299583 leaf_count=79 1824 357 internal_value=0 1.83714e-05 internal_weight=0 106.244 internal_count=2260 2181 is_linear=0 shrinkage=0.000439788 Tree=5905 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=2.86528 4.30645 3.45471 threshold=1.0000000180025095e-35 -0.08130999999999998 -0.5138299999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046652999184504325 4.7790296106299461e-05 -0.00034935209409386409 5.4994196240648252e-05 leaf_weight=2.5105579476803532 11.147475891422802 10.008943734253988 85.296117995014356 leaf_count=130 211 164 1755 internal_value=0 -0.00014024 3.99847e-05 internal_weight=0 21.1564 87.8067 internal_count=2260 375 1885 is_linear=0 shrinkage=0.000439788 Tree=5906 num_leaves=3 num_cat=0 split_feature=12 48 split_gain=3.31098 2.65284 threshold=-0.10494999999999999 0.11951500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027508258837515058 0.001851545777787601 -0.012398834017777067 leaf_weight=2.086242485776892 98.282697830331017 7.0236386501965162 leaf_count=72 2109 79 internal_value=0 0.00089901 internal_weight=0 105.306 internal_count=2260 2188 is_linear=0 shrinkage=0.0224292 Tree=5907 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=2.80103 4.24723 3.67033 threshold=1.0000000180025095e-35 -0.08130999999999998 -0.5138299999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046774725751681247 5.0214503133384494e-05 -0.00034378653880262156 5.7678637935935819e-05 leaf_weight=2.6323160542524411 11.180286746948697 10.020890945481367 85.328182456250943 leaf_count=130 211 164 1755 internal_value=0 -0.000136155 4.18566e-05 internal_weight=0 21.2012 87.9605 internal_count=2260 375 1885 is_linear=0 shrinkage=0.000439788 Tree=5908 num_leaves=4 num_cat=0 split_feature=475 1213 51 split_gain=3.56171 5.23462 3.00202 threshold=-0.082549999999999998 -1.0000000180025095e-35 -0.091149999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006866437323528392 -0.023628488630863875 0.0031912923210143176 -0.02774330209093414 leaf_weight=3.651570079731755 3.7846577876989604 97.639336205069412 3.8054339143855023 leaf_count=74 362 1714 135 internal_value=0 0.00218625 -0.0138554 internal_weight=0 101.424 7.457 internal_count=2285 2076 209 is_linear=0 shrinkage=0.0224292 Tree=5909 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.57105 3.56277 threshold=-0.47365999999999991 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039982129246972831 2.2898506982331123e-05 -0.00035162640427620915 leaf_weight=4.5951703273167359 100.24566696833426 5.1466457406204418 leaf_count=59 2163 63 internal_value=0 4.54888e-06 internal_weight=0 105.392 internal_count=2285 2226 is_linear=0 shrinkage=0.000439788 Tree=5910 num_leaves=3 num_cat=0 split_feature=454 475 split_gain=3.44248 3.68064 threshold=-1.0000000180025095e-35 -0.082549999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041090452360971485 -0.00026186108063583303 5.8280963207225938e-05 leaf_weight=3.4229636854142873 7.4483492474537334 99.47203181810255 leaf_count=52 207 2026 internal_value=0 3.59363e-05 internal_weight=0 106.92 internal_count=2285 2233 is_linear=0 shrinkage=0.000439788 Tree=5911 num_leaves=3 num_cat=0 split_feature=13 454 split_gain=3.55623 3.14673 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039519243644706376 -0.00040677425042560191 1.5531646874413841e-05 leaf_weight=4.6129817756009279 3.5102187852025954 103.2290029599244 leaf_count=59 52 2174 internal_value=0 1.57346e-06 internal_weight=0 106.739 internal_count=2285 2226 is_linear=0 shrinkage=0.000439788 Tree=5912 num_leaves=4 num_cat=0 split_feature=51 39 52 split_gain=4.10786 3.86337 2.1771 threshold=0.07955000000000001 0.097050000000000011 -0.061624999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1847341487316574e-05 3.7983737501614566e-05 -0.00048072186403906429 0.00030450879612247897 leaf_weight=83.596798654725717 11.503815920274066 3.5239354843797619 12.223916830207598 leaf_count=1793 121 90 227 internal_value=0 -3.0914e-05 0.000175425 internal_weight=0 87.1207 23.7277 internal_count=2231 1883 348 is_linear=0 shrinkage=0.000439788 Tree=5913 num_leaves=4 num_cat=0 split_feature=51 39 52 split_gain=3.9875 4.11611 2.26556 threshold=0.07955000000000001 0.097050000000000011 -0.061624999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005476843673075379 0.0016919956280176908 -0.025549347997643773 0.015654330676663223 leaf_weight=82.376534606712084 11.350096049805872 3.4324154745845581 12.049069804445024 leaf_count=1793 121 90 227 internal_value=0 -0.00155323 0.0088886 internal_weight=0 85.809 23.3992 internal_count=2231 1883 348 is_linear=0 shrinkage=0.0224292 Tree=5914 num_leaves=4 num_cat=0 split_feature=51 39 16 split_gain=3.81684 3.92284 2.04109 threshold=0.07955000000000001 0.097050000000000011 -0.095524999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053541334702060051 0.018593557047840156 -0.024911511976814339 0.004256610083432112 leaf_weight=82.374987288480042 7.2279204146289002 3.4417245403164989 16.132880976001616 leaf_count=1793 95 90 253 internal_value=0 -0.00151835 0.00870408 internal_weight=0 85.8167 23.3608 internal_count=2231 1883 348 is_linear=0 shrinkage=0.0224292 Tree=5915 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=3.72943 3.95327 threshold=0.17982000000000001 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019873891735116906 -0.014689709088973798 0.00069499310425592527 leaf_weight=5.7103482458041972 7.4069459902093504 96.034274350753549 leaf_count=53 124 2054 internal_value=0 0.00177492 internal_weight=0 101.745 internal_count=2231 2107 is_linear=0 shrinkage=0.0224292 Tree=5916 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=4.74883 4.13999 3.64267 threshold=-0.083134999999999987 -0.085739999999999997 0.10979500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010958338516398939 -5.035429444370626e-05 0.00058567114999421742 0.00039213548752213827 leaf_weight=30.118084483256098 77.750907620207727 3.9857254412636385 3.7538993572816244 leaf_count=476 1697 115 27 internal_value=0 0.00016552 -2.98873e-05 internal_weight=0 34.1038 81.5048 internal_count=2315 591 1724 is_linear=0 shrinkage=0.000439788 Tree=5917 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=4.94075 3.99565 3.61471 threshold=-0.083134999999999987 -0.085739999999999997 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011006541073397612 -8.4683065755052352e-05 0.00057457151107701823 0.0001330659467354347 leaf_weight=30.482637674682337 62.752344600354263 4.0422643126803441 19.253884672241838 leaf_count=476 1362 115 362 internal_value=0 0.000164738 -3.35396e-05 internal_weight=0 34.5249 82.0062 internal_count=2315 591 1724 is_linear=0 shrinkage=0.000439788 Tree=5918 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=4.94315 4.17692 3.61695 threshold=-0.083134999999999987 -0.085604999999999987 0.10979500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057869499467406004 -0.0026352803566780832 0.030452438556216349 0.019987170171197364 leaf_weight=29.844069386646879 76.500175083056092 3.8894734085915834 3.7096803874010211 leaf_count=483 1697 108 27 internal_value=0 0.00864649 -0.00158449 internal_weight=0 33.7335 80.2099 internal_count=2315 591 1724 is_linear=0 shrinkage=0.0224292 Tree=5919 num_leaves=4 num_cat=0 split_feature=43 43 4 split_gain=4.72588 3.99201 3.54054 threshold=-0.083134999999999987 -0.085604999999999987 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056595447148773317 -0.02564999319928853 0.02977382871783632 -0.00062768490709148243 leaf_weight=29.832026781350578 2.9344745377311474 3.8893347948323926 77.242345554957865 leaf_count=483 94 108 1630 internal_value=0 0.0084561 -0.00154939 internal_weight=0 33.7214 80.1768 internal_count=2315 591 1724 is_linear=0 shrinkage=0.0224292 Tree=5920 num_leaves=4 num_cat=0 split_feature=402 475 1 split_gain=2.77578 3.09053 0.42911 threshold=-1.0000000180025095e-35 -0.084964999999999985 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048144949471248821 -0.00035704595546206315 3.5319745169148776e-05 -0.00018996502164833048 leaf_weight=2.2006094852695233 4.0170467668358461 102.18172529625008 1.8155107546190263 leaf_count=203 145 1830 83 internal_value=0 2.04167e-05 -0.000351204 internal_weight=0 106.199 4.01612 internal_count=2261 1975 286 is_linear=0 shrinkage=0.000439788 Tree=5921 num_leaves=4 num_cat=0 split_feature=402 475 1 split_gain=2.73599 3.0831 0.440573 threshold=-1.0000000180025095e-35 -0.084964999999999985 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048114226948116812 -0.00035755473644715169 3.347049892268816e-05 -0.00018640959985374693 leaf_weight=2.2129044615867306 4.0354968619940328 102.30716908951945 1.8180669998691881 leaf_count=203 145 1830 83 internal_value=0 1.85703e-05 -0.000349716 internal_weight=0 106.343 4.03097 internal_count=2261 1975 286 is_linear=0 shrinkage=0.000439788 Tree=5922 num_leaves=4 num_cat=0 split_feature=402 475 1 split_gain=2.74801 3.09547 0.431603 threshold=-1.0000000180025095e-35 -0.084964999999999985 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048207206136583971 -0.00035922085454958923 3.4634619742543858e-05 -0.00018905780491351661 leaf_weight=2.1878933489351762 3.9929879014671306 101.55542313690239 1.8079478303261565 leaf_count=203 145 1830 83 internal_value=0 1.96725e-05 -0.000351025 internal_weight=0 105.548 3.99584 internal_count=2261 1975 286 is_linear=0 shrinkage=0.000439788 Tree=5923 num_leaves=4 num_cat=0 split_feature=402 475 13 split_gain=2.78045 3.09329 0.434795 threshold=-1.0000000180025095e-35 -0.084964999999999985 -0.038394999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046195275353736956 -0.00035889629913414181 3.3895525152384679e-05 -0.00016328901256010264 leaf_weight=2.5349210670392495 4.0117317828990045 102.14276680352486 1.5420838138670649 leaf_count=162 145 1830 124 internal_value=0 1.89895e-05 -0.000350274 internal_weight=0 106.154 4.077 internal_count=2261 1975 286 is_linear=0 shrinkage=0.000439788 Tree=5924 num_leaves=4 num_cat=0 split_feature=12 4 160 split_gain=4.23089 6.13289 2.57721 threshold=0.092215000000000005 0.23458500000000002 0.099280000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048036778474045225 -0.016730522615428008 0.0073348970877899766 -0.008266150778789394 leaf_weight=75.986190763804188 13.794057954142774 8.6574253396829572 8.4145453586170316 leaf_count=1439 615 72 136 internal_value=0 -0.00745241 0.00349907 internal_weight=0 22.4515 84.4007 internal_count=2262 687 1575 is_linear=0 shrinkage=0.0224292 Tree=5925 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.78598 4.7037 3.45549 threshold=-0.10071499999999999 -0.088174999999999989 -0.0064449999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015694011794764372 -0.019219701358563743 -0.0001923908752165751 0.01442446621201802 leaf_weight=30.897831711376057 7.4477791145400252 52.431993826441612 15.934663636027834 leaf_count=327 301 1509 125 internal_value=0 -0.00256436 0.00594741 internal_weight=0 59.8798 46.8325 internal_count=2262 1810 452 is_linear=0 shrinkage=0.0224292 Tree=5926 num_leaves=4 num_cat=0 split_feature=12 4 160 split_gain=4.05633 5.87471 2.47049 threshold=0.092215000000000005 0.23458500000000002 0.099280000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004676884549902928 -0.016473602442249744 0.0071443711578953505 -0.0081284639024271858 leaf_weight=75.864036900755309 13.695237761854516 8.6194108559284341 8.4028923787336662 leaf_count=1439 615 72 136 internal_value=0 -0.00735245 0.00339841 internal_weight=0 22.3146 84.2669 internal_count=2262 687 1575 is_linear=0 shrinkage=0.0224292 Tree=5927 num_leaves=4 num_cat=0 split_feature=12 4 403 split_gain=3.93784 5.797 2.45979 threshold=0.092215000000000005 0.23458500000000002 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.565311615478765e-05 -0.00031643847681620056 0.0001399350087884462 0.00035416188602064571 leaf_weight=80.301664405305928 13.982857096529189 8.7315351528814045 5.3122175845201118 leaf_count=1465 615 72 110 internal_value=0 -0.000141036 6.48703e-05 internal_weight=0 22.7144 85.6139 internal_count=2262 687 1575 is_linear=0 shrinkage=0.000439788 Tree=5928 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=5.5269 7.82731 5.05837 threshold=1.0000000180025095e-35 -0.026374999999999999 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029397459773656031 0.006883401648752588 -0.019497363567503423 -0.013764108705185981 leaf_weight=19.24116672947639 64.944669484510086 13.155483336817268 6.5552152539785302 leaf_count=637 1005 557 72 internal_value=0 -0.00617753 0.00498724 internal_weight=0 32.3967 71.4999 internal_count=2271 1194 1077 is_linear=0 shrinkage=0.0224292 Tree=5929 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=5.29614 6.48382 4.88771 threshold=0.077765000000000015 -0.026374999999999999 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024118853428147118 0.0068626681986939187 -0.017658552398631022 -0.013439217836044978 leaf_weight=19.585482027359831 63.769732046523131 13.781044418843519 6.563471090685197 leaf_count=652 986 561 72 internal_value=0 -0.00588296 0.00496497 internal_weight=0 33.3665 70.3332 internal_count=2271 1213 1058 is_linear=0 shrinkage=0.0224292 Tree=5930 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=5.54862 7.50088 4.37813 threshold=1.0000000180025095e-35 -0.026374999999999999 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9768660422645975e-05 0.00012903125420653277 -0.00037906608704791451 -0.0002453848628626751 leaf_weight=19.532102612109156 65.843648044261499 13.210828711442444 6.6327332079017642 leaf_count=637 1005 557 72 internal_value=0 -0.000123374 9.47107e-05 internal_weight=0 32.7429 72.4764 internal_count=2271 1194 1077 is_linear=0 shrinkage=0.000439788 Tree=5931 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=5.08729 7.34802 4.6141 threshold=1.0000000180025095e-35 -0.026374999999999999 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028124530100814278 0.0065930776605166615 -0.019053181266839324 -0.013104134872329656 leaf_weight=19.251851807974163 64.829094569693552 12.897043305187252 6.5731450912389837 leaf_count=637 1005 557 72 internal_value=0 -0.0059654 0.00477677 internal_weight=0 32.1489 71.4022 internal_count=2271 1194 1077 is_linear=0 shrinkage=0.0224292 Tree=5932 num_leaves=4 num_cat=0 split_feature=16 43 4 split_gain=3.84973 4.36589 3.73148 threshold=0.017150000000000002 -0.27337499999999998 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051996922009764726 3.6348355750227838e-05 -6.8821949314031685e-07 0.00033265844101024655 leaf_weight=3.2501866559759938 20.651529330600169 74.32121396360526 13.642314891119893 leaf_count=71 327 1658 216 internal_value=0 -2.25683e-05 0.000154342 internal_weight=0 77.5714 34.2938 internal_count=2272 1729 543 is_linear=0 shrinkage=0.000439788 Tree=5933 num_leaves=4 num_cat=0 split_feature=16 43 4 split_gain=3.84955 4.32212 3.74801 threshold=0.017150000000000002 -0.27337499999999998 -0.029804999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026515964616355938 0.0020496611217393438 -3.0285086593798286e-05 0.017365851441558798 leaf_weight=3.2172839424456461 20.989401832106523 73.32999555268907 13.012547122627437 leaf_count=71 338 1658 205 internal_value=0 -0.00114981 0.00791762 internal_weight=0 76.5473 34.0019 internal_count=2272 1729 543 is_linear=0 shrinkage=0.0224292 Tree=5934 num_leaves=4 num_cat=0 split_feature=16 43 4 split_gain=3.70943 4.26615 3.56224 threshold=0.017150000000000002 -0.27337499999999998 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051716091808348371 3.6584589830761619e-05 -4.4227078876545214e-07 0.00032632729971750657 leaf_weight=3.2057001679058876 20.644168776940205 74.158653489772405 13.609714828140566 leaf_count=71 327 1658 216 internal_value=0 -2.19755e-05 0.000151822 internal_weight=0 77.3644 34.2539 internal_count=2272 1729 543 is_linear=0 shrinkage=0.000439788 Tree=5935 num_leaves=4 num_cat=0 split_feature=0 9 15 split_gain=3.66037 3.68359 3.00482 threshold=-0.020899999999999998 0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3774974441491607e-05 0.00049753604815995489 -0.00041544657800170686 0.00010338075337080127 leaf_weight=88.753127066716843 4.9980887638230369 4.0242473620455703 14.764934054110197 leaf_count=1956 93 43 180 internal_value=0 -4.92428e-06 0.000203447 internal_weight=0 92.7774 19.763 internal_count=2272 1999 273 is_linear=0 shrinkage=0.000439788 Tree=5936 num_leaves=3 num_cat=0 split_feature=39 40 split_gain=3.53814 3.63942 threshold=-1.0000000180025095e-35 -0.074429999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045031470228412148 0.00029320801437142293 -1.7371695848038624e-05 leaf_weight=3.3616322198067783 7.9025363540858953 92.604275682278967 leaf_count=48 158 2010 internal_value=0 7.09926e-06 internal_weight=0 100.507 internal_count=2216 2168 is_linear=0 shrinkage=0.000439788 Tree=5937 num_leaves=3 num_cat=0 split_feature=39 123 split_gain=3.47021 3.1081 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044396711424759725 -1.6370144695663174e-05 0.00026205688223787611 leaf_weight=3.3956449732650063 93.359287875093287 8.4378253090253548 leaf_count=48 1997 171 internal_value=0 6.7531e-06 internal_weight=0 101.797 internal_count=2216 2168 is_linear=0 shrinkage=0.000439788 Tree=5938 num_leaves=3 num_cat=0 split_feature=39 40 split_gain=3.62936 3.63421 threshold=-1.0000000180025095e-35 -0.074429999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045757806737658905 0.00029348285743614451 -1.691442730526117e-05 leaf_weight=3.3341813091537906 7.8999189744645255 92.657616601685731 leaf_count=48 158 2010 internal_value=0 7.52183e-06 internal_weight=0 100.558 internal_count=2216 2168 is_linear=0 shrinkage=0.000439788 Tree=5939 num_leaves=3 num_cat=0 split_feature=39 40 split_gain=3.70664 3.43115 threshold=-1.0000000180025095e-35 -0.074429999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023623497503570751 0.014766473314642 -0.00078445917907673515 leaf_weight=3.312660389521624 7.7218344451976 91.569684086120105 leaf_count=48 158 2010 internal_value=0 0.000427532 internal_weight=0 99.2915 internal_count=2216 2168 is_linear=0 shrinkage=0.0224292 Tree=5940 num_leaves=4 num_cat=0 split_feature=43 484 3 split_gain=3.46669 5.66 5.44589 threshold=-0.078624999999999987 0.08654000000000002 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6556830411010644e-05 -0.00014314506475360811 0.00024286717939951645 0.00028551769467581464 leaf_weight=24.662757817808597 60.319193199517031 8.3478944010785181 14.151727669610407 leaf_count=595 1355 120 212 internal_value=0 -9.61629e-05 6.82423e-05 internal_weight=0 68.6671 38.8145 internal_count=2282 1475 807 is_linear=0 shrinkage=0.000439788 Tree=5941 num_leaves=4 num_cat=0 split_feature=43 16 13 split_gain=3.43739 4.20707 2.19203 threshold=-0.15648499999999999 0.22564000000000003 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016443566398542695 -0.0018620036256651162 -0.017455328327602354 -0.00054917112570998831 leaf_weight=7.628281997254815 80.599119522066758 9.7399115013249666 7.6261629022046691 leaf_count=83 1811 293 95 internal_value=0 -0.00354653 0.00795831 internal_weight=0 90.339 15.2544 internal_count=2282 2104 178 is_linear=0 shrinkage=0.0224292 Tree=5942 num_leaves=4 num_cat=0 split_feature=43 16 16 split_gain=3.36766 4.1532 2.10409 threshold=-0.15648499999999999 0.22564000000000003 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1234526510623373e-05 -3.3330798042273243e-05 -0.00033380816766583087 0.00033760176808895988 leaf_weight=8.6196491027658322 82.805862783687189 9.9498506118543428 6.8453308514726805 leaf_count=140 1811 293 38 internal_value=0 -6.56249e-05 0.000155934 internal_weight=0 92.7557 15.465 internal_count=2282 2104 178 is_linear=0 shrinkage=0.000439788 Tree=5943 num_leaves=4 num_cat=0 split_feature=43 484 3 split_gain=3.31701 5.60775 5.22959 threshold=-0.078624999999999987 0.08654000000000002 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028085064129191777 -0.0072254792118570405 0.012527143984534538 0.014491237052291149 leaf_weight=24.2519183692566 59.351238184328395 8.2155474428473081 13.765042080194688 leaf_count=595 1355 120 212 internal_value=0 -0.00482087 0.00345945 internal_weight=0 67.5668 38.017 internal_count=2282 1475 807 is_linear=0 shrinkage=0.0224292 Tree=5944 num_leaves=4 num_cat=0 split_feature=403 150 43 split_gain=3.11132 3.1289 2.41358 threshold=0.092660000000000006 0.081245000000000026 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.195413913736281e-05 1.9794909146520519e-05 0.00014449622202896908 0.00050549637579979127 leaf_weight=80.045837276968086 3.6438320780289359 22.225622755373479 4.3157909968285812 leaf_count=1815 89 290 87 internal_value=0 -1.41536e-06 0.000283727 internal_weight=0 102.271 7.95962 internal_count=2281 2105 176 is_linear=0 shrinkage=0.000439788 Tree=5945 num_leaves=4 num_cat=0 split_feature=403 52 43 split_gain=3.27263 3.136 2.41757 threshold=0.092660000000000006 0.18829500000000002 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00099890023735197168 0.0013885027167746008 -0.014669468167479011 0.026271092597801096 leaf_weight=93.890503203176195 3.6206284840009175 6.8791966640783349 4.2807231126935212 leaf_count=1845 89 260 87 internal_value=0 -7.33006e-05 0.0149 internal_weight=0 100.77 7.90135 internal_count=2281 2105 176 is_linear=0 shrinkage=0.0224292 Tree=5946 num_leaves=4 num_cat=0 split_feature=403 52 43 split_gain=3.12418 3.01275 2.30478 threshold=0.092660000000000006 0.18829500000000002 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00097655740790585381 0.0013569211007737282 -0.014419180755280538 0.025639703707069202 leaf_weight=93.885060081705888 3.6222269382560626 6.8423844676726722 4.2881449492997481 leaf_count=1845 89 260 87 internal_value=0 -7.18044e-05 0.0145504 internal_weight=0 100.727 7.91037 internal_count=2281 2105 176 is_linear=0 shrinkage=0.0224292 Tree=5947 num_leaves=4 num_cat=0 split_feature=48 51 15 split_gain=2.94898 4.79971 3.8707 threshold=0.092805000000000012 0.10707500000000002 -0.11051499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9464818040467246e-06 -0.00012715340017579573 -0.00052082840881742163 0.00028972557935241463 leaf_weight=86.113380373844848 6.1017277307037174 3.5031740482736486 14.559126920816196 leaf_count=1909 101 117 154 internal_value=0 -1.76348e-05 0.000166606 internal_weight=0 89.6166 20.6609 internal_count=2281 2026 255 is_linear=0 shrinkage=0.000439788 Tree=5948 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=4.45599 5.08713 4.07551 threshold=0.09167500000000002 0.088235000000000022 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.803415364988863e-05 7.7494752306264171e-08 0.00037319193878292123 -0.00055225001344566733 leaf_weight=90.550905474934552 5.6184110632166266 8.5168763172987365 4.7650174208793015 leaf_count=1765 40 154 317 internal_value=0 4.86332e-05 -0.000253937 internal_weight=0 99.0678 10.3834 internal_count=2276 1919 357 is_linear=0 shrinkage=0.000439788 Tree=5949 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=4.39513 4.57806 3.74871 threshold=0.09167500000000002 0.088235000000000022 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5878444307017118e-05 -1.6885215075847589e-05 0.00035239310242671652 -0.00055152316331047782 leaf_weight=89.878213145017071 5.6399687761440873 8.5454003168852051 4.5926696938950027 leaf_count=1765 40 154 317 internal_value=0 4.51582e-05 -0.000257425 internal_weight=0 98.4236 10.2326 internal_count=2276 1919 357 is_linear=0 shrinkage=0.000439788 Tree=5950 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=4.42408 4.87309 3.67784 threshold=0.09167500000000002 0.088235000000000022 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078550135006702807 -0.0010191242336814619 0.018541190357485141 -0.028225906225062717 leaf_weight=88.722464932448929 5.5616976646706462 8.5041376793524233 4.5230703797824372 leaf_count=1765 40 154 317 internal_value=0 0.00234188 -0.0132518 internal_weight=0 97.2266 10.0848 internal_count=2276 1919 357 is_linear=0 shrinkage=0.0224292 Tree=5951 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=4.26065 4.43972 3.71612 threshold=0.09167500000000002 0.088235000000000022 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5863639824741529e-05 -1.5335543065850581e-05 0.00034688637599937657 -0.00055013532965779942 leaf_weight=89.842626964880765 5.6266901977360249 8.5666233729571086 4.5237929788054299 leaf_count=1765 40 154 317 internal_value=0 4.47412e-05 -0.000254267 internal_weight=0 98.4093 10.1505 internal_count=2276 1919 357 is_linear=0 shrinkage=0.000439788 Tree=5952 num_leaves=4 num_cat=0 split_feature=43 403 2 split_gain=3.53901 4.08435 3.88098 threshold=0.019175000000000001 0.090880000000000016 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060600021810918911 -0.0123734005801821 -0.025245027144672617 0.015220191483336962 leaf_weight=84.66442065999945 3.1757214171229888 3.5064723530522306 13.033826779370427 leaf_count=1761 135 139 215 internal_value=0 -0.00159112 0.00980595 internal_weight=0 88.1709 16.2095 internal_count=2250 1900 350 is_linear=0 shrinkage=0.0224292 Tree=5953 num_leaves=4 num_cat=0 split_feature=43 403 2 split_gain=3.39417 3.98195 3.72353 threshold=0.019175000000000001 0.090880000000000016 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059240081282741646 -0.012156991306019932 -0.025128713612014485 0.014933325798457483 leaf_weight=84.665890157066315 3.1602730483282384 3.4444802675570818 12.987150729026324 leaf_count=1761 135 139 215 internal_value=0 -0.00155683 0.00962328 internal_weight=0 88.1104 16.1474 internal_count=2250 1900 350 is_linear=0 shrinkage=0.0224292 Tree=5954 num_leaves=4 num_cat=0 split_feature=43 403 2 split_gain=3.25496 3.88164 3.5721 threshold=0.019175000000000001 0.090880000000000016 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057910679875655072 -0.011942600156957629 -0.025010724552100641 0.014650482232757474 leaf_weight=84.667334203459177 3.1453641343105145 3.3838832178298608 12.941853891315985 leaf_count=1761 135 139 215 internal_value=0 -0.00152325 0.00944302 internal_weight=0 88.0512 16.0872 internal_count=2250 1900 350 is_linear=0 shrinkage=0.0224292 Tree=5955 num_leaves=4 num_cat=0 split_feature=43 403 42 split_gain=3.12117 3.78338 3.47541 threshold=0.019175000000000001 0.090880000000000016 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056611123028785324 0.015977652943147218 -0.024891008702411975 -0.0069456491348609964 leaf_weight=84.668753235786426 11.335452117684328 3.3246567115274948 4.6934312825615043 leaf_count=1761 217 139 133 internal_value=0 -0.00149038 0.00926518 internal_weight=0 87.9934 16.0289 internal_count=2250 1900 350 is_linear=0 shrinkage=0.0224292 Tree=5956 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=5.33482 8.00216 3.85906 threshold=0.094405000000000003 0.035255000000000009 0.085730000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015487431489182052 0.007551065914549523 -0.019512586776647672 -0.0028996659356950775 leaf_weight=16.974338083433395 39.037899472561548 6.3776999328401862 43.957964398072363 leaf_count=569 581 102 1046 internal_value=0 0.00374392 -0.00641008 internal_weight=0 45.4156 60.9323 internal_count=2298 683 1615 is_linear=0 shrinkage=0.0224292 Tree=5957 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=5.6548 7.62485 3.93414 threshold=0.094405000000000003 0.035255000000000009 -0.060004999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019268630520499826 0.00014820617952852598 -0.00036673192256934494 6.0987610488717193e-05 leaf_weight=45.814818083890714 39.729406635364285 6.4480026052624444 15.925457496457964 leaf_count=1440 581 102 175 internal_value=0 7.61807e-05 -0.000127254 internal_weight=0 46.1774 61.7403 internal_count=2298 683 1615 is_linear=0 shrinkage=0.000439788 Tree=5958 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=5.7262 7.60517 4.05302 threshold=0.094405000000000003 0.035255000000000009 0.090900000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018228895321597185 0.00014872987532992774 -0.00036368927905954218 0.00010569189213056106 leaf_weight=50.063794162946579 39.788941380262258 6.5009899019496507 11.637961190077474 leaf_count=1548 581 102 67 internal_value=0 7.66451e-05 -0.000127955 internal_weight=0 46.2899 61.7018 internal_count=2298 683 1615 is_linear=0 shrinkage=0.000439788 Tree=5959 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=5.12234 7.63172 3.82293 threshold=0.094405000000000003 0.035255000000000009 0.090900000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0090055950246255411 0.0074022268511323309 -0.018998798998881954 0.0053228670615901377 leaf_weight=49.280381023771042 38.961995344638126 6.3960013408504883 11.551525470102204 leaf_count=1548 581 102 67 internal_value=0 0.00367295 -0.00628391 internal_weight=0 45.358 60.8319 internal_count=2298 683 1615 is_linear=0 shrinkage=0.0224292 Tree=5960 num_leaves=4 num_cat=0 split_feature=403 15 4 split_gain=3.84406 4.29109 1.39535 threshold=0.092660000000000006 0.030370000000000005 -0.077654999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5456377212907808e-05 0.00047061516439914742 -0.00019191522346249411 9.2738700333726333e-05 leaf_weight=81.869411126201157 4.4822475981345633 19.949732152708748 3.2776441712339865 leaf_count=1370 69 751 106 internal_value=0 -9.12085e-06 0.000311626 internal_weight=0 101.819 7.75989 internal_count=2296 2121 175 is_linear=0 shrinkage=0.000439788 Tree=5961 num_leaves=4 num_cat=0 split_feature=403 15 43 split_gain=3.97487 4.22893 1.42881 threshold=0.092660000000000006 0.030370000000000005 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3896171975825177e-05 0.00010790457688450112 -0.0001918000788555655 0.0004882204393813625 leaf_weight=82.012079027088475 3.50069869235449 19.946243542788579 4.2236834845098192 leaf_count=1370 91 751 84 internal_value=0 -1.02847e-05 0.000316552 internal_weight=0 101.958 7.72438 internal_count=2296 2121 175 is_linear=0 shrinkage=0.000439788 Tree=5962 num_leaves=4 num_cat=0 split_feature=403 15 4 split_gain=3.97803 4.33556 1.41795 threshold=0.092660000000000006 0.030370000000000005 -0.077654999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6624875086152779e-05 0.00048108426958484366 -0.0001924337100597973 9.8599950073543732e-05 leaf_weight=82.012069842712663 4.4316077913972549 19.830596356910974 3.2597216408030354 leaf_count=1370 69 751 106 internal_value=0 -8.00465e-06 0.000319626 internal_weight=0 101.843 7.69133 internal_count=2296 2121 175 is_linear=0 shrinkage=0.000439788 Tree=5963 num_leaves=4 num_cat=0 split_feature=403 15 43 split_gain=4.10657 4.14516 1.43557 threshold=0.092660000000000006 0.030370000000000005 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.440644784087936e-05 0.00011278310724396761 -0.00018975358069928913 0.00049535138898432261 leaf_weight=81.239590919569309 3.4613729232223704 19.834961315758846 4.2175069403165244 leaf_count=1370 91 751 84 internal_value=0 -9.61044e-06 0.00032361 internal_weight=0 101.075 7.67888 internal_count=2296 2121 175 is_linear=0 shrinkage=0.000439788 Tree=5964 num_leaves=4 num_cat=0 split_feature=52 47 4 split_gain=6.94005 3.21166 0.100432 threshold=0.25471500000000008 0.12431000000000002 0.075955000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8997219224874362e-05 -0.0004514135148995863 -0.00034712230177337246 -0.00059123162243779478 leaf_weight=99.922374672605656 2.8239236598856214 4.57374098827131 2.2168820076622069 leaf_count=2018 203 56 32 internal_value=0 1.24743e-05 -0.000514903 internal_weight=0 104.496 5.04081 internal_count=2309 2074 235 is_linear=0 shrinkage=0.000439788 Tree=5965 num_leaves=4 num_cat=0 split_feature=52 150 4 split_gain=6.58872 2.94855 0.0934359 threshold=0.25471500000000008 0.11235000000000002 0.075955000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042856709194575708 -0.022896894130214809 0.01413818283011711 -0.029976862398372189 leaf_weight=94.861582539702795 2.642284389195992 7.5275045260787001 2.1593234664178453 leaf_count=1982 203 92 32 internal_value=0 0.000644796 -0.0261869 internal_weight=0 102.389 4.80161 internal_count=2309 2074 235 is_linear=0 shrinkage=0.0224292 Tree=5966 num_leaves=4 num_cat=0 split_feature=52 47 0 split_gain=6.76416 3.19653 0.0940225 threshold=0.25471500000000008 0.12431000000000002 -0.071339999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9629321735572138e-05 -0.0004630556257272417 -0.00034586005863136753 -0.00060857940151330388 leaf_weight=99.978098478826723 3.3325969944817189 4.5670615630224338 1.606470883678411 leaf_count=2018 200 56 35 internal_value=0 1.31659e-05 -0.000512549 internal_weight=0 104.545 4.93907 internal_count=2309 2074 235 is_linear=0 shrinkage=0.000439788 Tree=5967 num_leaves=4 num_cat=0 split_feature=52 47 4 split_gain=6.42764 3.22644 0.0869311 threshold=0.25471500000000008 0.12431000000000002 0.075955000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7400454655263936e-05 -0.0004447837355139557 -0.00034947732996571377 -0.00057899812175342175 leaf_weight=100.02886498489534 2.6674340355712038 4.5762101633008561 2.165091140777804 leaf_count=2018 203 56 32 internal_value=0 1.08522e-05 -0.000506957 internal_weight=0 104.605 4.83253 internal_count=2309 2074 235 is_linear=0 shrinkage=0.000439788 Tree=5968 num_leaves=4 num_cat=0 split_feature=151 16 4 split_gain=2.89898 3.67556 3.51186 threshold=-0.086769999999999986 -0.093804999999999986 0.27467500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001308968513968214 -7.6128370825170741e-05 0.00032337551413106231 0.00017475774386089852 leaf_weight=5.2826842023059717 81.067722351006523 9.8374205938816868 12.429481906568979 leaf_count=45 1841 145 214 internal_value=0 0.000164696 -4.27468e-05 internal_weight=0 15.1201 93.4972 internal_count=2245 190 2055 is_linear=0 shrinkage=0.000439788 Tree=5969 num_leaves=4 num_cat=0 split_feature=151 16 4 split_gain=2.80087 3.79048 3.27821 threshold=-0.086769999999999986 -0.093804999999999986 0.27467500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013612299403661273 -7.3608995991490065e-05 0.00032408874704074317 0.00016919055977181581 leaf_weight=5.3247108960058531 80.922308515673649 9.8273152685360383 12.385266893965307 leaf_count=45 1841 145 214 internal_value=0 0.000162394 -4.13528e-05 internal_weight=0 15.152 93.3076 internal_count=2245 190 2055 is_linear=0 shrinkage=0.000439788 Tree=5970 num_leaves=4 num_cat=0 split_feature=151 16 447 split_gain=2.65894 3.7675 3.04387 threshold=-0.086769999999999986 -0.093804999999999986 0.089095000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001433488813122884 -5.8149431145100858e-05 0.00031645095563569717 0.00037700206568103676 leaf_weight=5.2909251074306658 90.454481545071758 9.8209227558545518 3.2008440717181648 leaf_count=45 2012 145 43 internal_value=0 0.000155489 -4.32035e-05 internal_weight=0 15.1118 93.6553 internal_count=2245 190 2055 is_linear=0 shrinkage=0.000439788 Tree=5971 num_leaves=4 num_cat=0 split_feature=151 16 4 split_gain=2.73995 3.63782 3.36427 threshold=-0.086769999999999986 -0.093804999999999986 0.27467500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013118241568601445 -7.1575958135612467e-05 0.00031988214556998202 0.00017396524226774928 leaf_weight=5.3037715475074938 81.370457804125181 9.8728801155157253 12.424178679400937 leaf_count=45 1841 145 214 internal_value=0 0.000162282 -3.90224e-05 internal_weight=0 15.1767 93.7946 internal_count=2245 190 2055 is_linear=0 shrinkage=0.000439788 Tree=5972 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=4.35428 3.44008 threshold=0.11740500000000002 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010681726132318557 0.020035369635531822 -0.017146630538218126 leaf_weight=98.061544345084258 5.8023078438709481 5.4900152013287871 leaf_count=2125 68 66 internal_value=0 9.94917e-05 internal_weight=0 103.552 internal_count=2259 2191 is_linear=0 shrinkage=0.0224292 Tree=5973 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=4.42824 3.21112 threshold=0.11740500000000002 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.9348412243970433e-06 0.00037570595805081533 -0.0003502417271565586 leaf_weight=98.839233306600363 5.6265195733867577 5.5132443265174507 leaf_count=2125 68 66 internal_value=0 -2.41863e-05 internal_weight=0 104.352 internal_count=2259 2191 is_linear=0 shrinkage=0.000439788 Tree=5974 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=4.30275 3.11105 threshold=0.11740500000000002 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9177684579940607e-05 0.00038877103876387947 -0.00031809522464172922 leaf_weight=99.264099968480878 5.8305865301517761 5.5683105275966218 leaf_count=2125 68 66 internal_value=0 1.20833e-06 internal_weight=0 104.832 internal_count=2259 2191 is_linear=0 shrinkage=0.000439788 Tree=5975 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=4.21108 3.27446 threshold=0.11740500000000002 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010167408000419961 0.01978112143252268 -0.016742979340357157 leaf_weight=98.098411682320148 5.7372514804592347 5.4972433045622884 leaf_count=2125 68 66 internal_value=0 7.14201e-05 internal_weight=0 103.596 internal_count=2259 2191 is_linear=0 shrinkage=0.0224292 Tree=5976 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=4.10169 2.85507 threshold=0.15015500000000001 0.085095000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.4901035578356711e-05 0.00032143949778779858 0.00020706718136759947 leaf_weight=85.353205328909098 7.8845428995846296 10.583981750314704 leaf_count=1942 132 218 internal_value=0 -8.17073e-06 internal_weight=0 95.9372 internal_count=2292 2160 is_linear=0 shrinkage=0.000439788 Tree=5977 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=3.91785 2.76805 threshold=0.18307500000000002 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011700819831771015 0.020308562949877613 0.013703258014953855 leaf_weight=90.702273858812987 4.9350282440427682 6.7450977097614659 leaf_count=2016 117 159 internal_value=0 -0.000138099 internal_weight=0 97.4474 internal_count=2292 2175 is_linear=0 shrinkage=0.0224292 Tree=5978 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=4.0663 2.82591 threshold=0.15015500000000001 0.085095000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5021621915757285e-05 0.00032038847946725757 0.00020506603978755051 leaf_weight=85.667952410029102 7.8478316818946032 10.642933709488714 leaf_count=1942 132 218 internal_value=0 -8.4551e-06 internal_weight=0 96.3109 internal_count=2292 2160 is_linear=0 shrinkage=0.000439788 Tree=5979 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=3.81614 2.63719 threshold=0.18307500000000002 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011440509419452874 0.020204859358790496 0.013350809264735818 leaf_weight=90.73109981782909 4.8529440527490797 6.7676845657115328 leaf_count=2016 117 159 internal_value=0 -0.000135502 internal_weight=0 97.4988 internal_count=2292 2175 is_linear=0 shrinkage=0.0224292 Tree=5980 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.45788 3.195 threshold=0.25682500000000003 0.09302500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.8822739012145545e-05 0.00036090433732664784 -8.7270707066155676e-05 leaf_weight=65.191988038877753 3.9423864030395626 41.485573490252136 leaf_count=1348 106 755 internal_value=0 8.11519e-06 internal_weight=0 106.678 internal_count=2209 2103 is_linear=0 shrinkage=0.000439788 Tree=5981 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.47032 3.00388 threshold=0.25682500000000003 0.09302500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.401388573551057e-05 0.00035982327012643863 -8.7525388782529594e-05 leaf_weight=65.258345811929757 3.9226372657867605 41.292026603372506 leaf_count=1348 106 755 internal_value=0 5.28191e-06 internal_weight=0 106.55 internal_count=2209 2103 is_linear=0 shrinkage=0.000439788 Tree=5982 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.33161 3.3746 threshold=0.25682500000000003 0.09302500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0035637921058565671 0.018185891518380772 -0.0046789980595637534 leaf_weight=64.455116137036384 3.810661125695332 40.777646557275148 leaf_count=1348 106 755 internal_value=0 0.000369445 internal_weight=0 105.233 internal_count=2209 2103 is_linear=0 shrinkage=0.0224292 Tree=5983 num_leaves=3 num_cat=0 split_feature=39 403 split_gain=2.31783 2.28981 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017144603126623276 -0.016625416631603471 0.0021619538485658919 leaf_weight=3.4212849834584622 3.3521935363241928 102.27329122618903 leaf_count=50 263 1896 internal_value=0 0.00156281 internal_weight=0 105.625 internal_count=2209 2159 is_linear=0 shrinkage=0.0224292 Tree=5984 num_leaves=4 num_cat=0 split_feature=42 52 1 split_gain=2.5983 2.75078 0.844461 threshold=0.11315500000000002 -0.088409999999999989 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010341962494962309 -0.00047753725959883802 6.8407031506285059e-05 -8.5737372100124363e-05 leaf_weight=22.799422611766204 2.5209852362022493 85.694860156861978 1.8480518114520235 leaf_count=484 140 1649 36 internal_value=0 3.22868e-05 -0.000312905 internal_weight=0 108.494 4.36904 internal_count=2309 2133 176 is_linear=0 shrinkage=0.000439788 Tree=5985 num_leaves=4 num_cat=0 split_feature=42 159 1 split_gain=2.66296 3.02024 0.84299 threshold=0.11315500000000002 0.091305000000000011 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4050582688068896e-05 -0.0004792239270920459 -0.00021674780229967135 -8.7363653287546682e-05 leaf_weight=99.98520625625315 2.5489828434219808 8.6366154432907916 1.8276151443133128 leaf_count=1883 140 250 36 internal_value=0 3.24849e-05 -0.000316678 internal_weight=0 108.622 4.3766 internal_count=2309 2133 176 is_linear=0 shrinkage=0.000439788 Tree=5986 num_leaves=4 num_cat=0 split_feature=42 159 1 split_gain=2.63536 2.97207 0.857857 threshold=0.11315500000000002 0.091305000000000011 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4249475076285632e-05 -0.00047844234550932334 -0.00021484131400031797 -8.4290702592802386e-05 leaf_weight=99.832191204637638 2.5467933395120772 8.6056292860666854 1.8460953797912223 leaf_count=1883 140 250 36 internal_value=0 3.28604e-05 -0.000313883 internal_weight=0 108.438 4.39289 internal_count=2309 2133 176 is_linear=0 shrinkage=0.000439788 Tree=5987 num_leaves=4 num_cat=0 split_feature=42 159 1 split_gain=2.67561 3.06415 0.797607 threshold=0.11315500000000002 0.091305000000000011 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027959472286618 -0.024463865516504688 -0.011270656034055767 -0.0048594247945532038 leaf_weight=98.634599369790521 2.5017024870467131 8.4395596177382668 1.8017033818177877 leaf_count=1883 140 250 36 internal_value=0 0.00168541 -0.0163138 internal_weight=0 107.074 4.30341 internal_count=2309 2133 176 is_linear=0 shrinkage=0.0224292 Tree=5988 num_leaves=3 num_cat=0 split_feature=41 50 split_gain=3.35737 2.51525 threshold=0.078475000000000017 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0858455518824814e-05 -0.00029132955623324116 -0.00023319454608175405 leaf_weight=96.582673710210656 6.1105872550397171 5.955558630397717 leaf_count=1926 113 274 internal_value=0 4.37392e-05 internal_weight=0 102.538 internal_count=2313 2200 is_linear=0 shrinkage=0.000439788 Tree=5989 num_leaves=4 num_cat=0 split_feature=50 48 48 split_gain=2.4125 4.61285 2.76249 threshold=0.10124500000000002 0.11951500000000001 0.12796000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003320459559925118 -0.02218047101660358 -0.017422245512240715 0.010700757085380925 leaf_weight=95.344346342597419 4.2764654587190298 5.6979110960128301 1.8206444200477561 leaf_count=1976 255 54 28 internal_value=0 0.00214768 -0.0123591 internal_weight=0 101.042 6.09711 internal_count=2313 2030 283 is_linear=0 shrinkage=0.0224292 Tree=5990 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=3.44184 2.41437 threshold=0.078475000000000017 -0.17006999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017275495539663805 -0.015144157340801658 0.0014730827670639643 leaf_weight=5.104988248760491 6.0292302675661622 95.92629492249398 leaf_count=149 113 2051 internal_value=0 0.00227467 internal_weight=0 101.031 internal_count=2313 2200 is_linear=0 shrinkage=0.0224292 Tree=5991 num_leaves=3 num_cat=0 split_feature=41 4 split_gain=3.20321 2.56816 threshold=0.078475000000000017 0.012315000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.6308098603601355e-06 -0.0002830256205689755 0.00013423903161710661 leaf_weight=64.145791708979232 6.113680255599319 38.320471354214533 leaf_count=1656 113 544 internal_value=0 4.41888e-05 internal_weight=0 102.466 internal_count=2313 2200 is_linear=0 shrinkage=0.000439788 Tree=5992 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=3.64418 3.75372 threshold=-0.23832999999999996 0.10160500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002932798766129969 8.8198760071152165e-07 -0.00046500856626137442 leaf_weight=7.9876660666777743 100.32559103715903 3.4411636879522112 leaf_count=117 2039 153 internal_value=0 -1.46508e-05 internal_weight=0 103.767 internal_count=2309 2192 is_linear=0 shrinkage=0.000439788 Tree=5993 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=3.99581 2.98048 threshold=0.18307500000000002 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013882643404219465 0.023341183582654156 0.00055013053826250078 leaf_weight=7.7474688270813195 3.6373667914303942 98.31807721707446 leaf_count=365 103 1841 internal_value=0 -0.000506408 internal_weight=0 106.066 internal_count=2309 2206 is_linear=0 shrinkage=0.0224292 Tree=5994 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=4.00798 2.98229 threshold=0.18307500000000002 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027026382802331248 0.00045697380323585939 1.1518064436606045e-05 leaf_weight=7.8185011746609225 3.6727326855470883 99.350952293221781 leaf_count=365 103 1841 internal_value=0 -9.08368e-06 internal_weight=0 107.169 internal_count=2309 2206 is_linear=0 shrinkage=0.000439788 Tree=5995 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=3.90313 2.86171 threshold=0.18307500000000002 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013632057831075057 0.023316997020013445 0.000538515611666117 leaf_weight=7.7139483017090233 3.5609147200593716 98.337367726995581 leaf_count=365 103 1841 internal_value=0 -0.00049449 internal_weight=0 106.051 internal_count=2309 2206 is_linear=0 shrinkage=0.0224292 Tree=5996 num_leaves=3 num_cat=0 split_feature=13 456 split_gain=3.64684 3.21914 threshold=-0.5149999999999999 0.087015000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058034213760183495 2.041613595415971e-05 -0.00036473984248784895 leaf_weight=2.0894940642174324 98.132127403732738 4.3655542699998469 leaf_count=34 2084 127 internal_value=0 3.9468e-06 internal_weight=0 102.498 internal_count=2245 2211 is_linear=0 shrinkage=0.000439788 Tree=5997 num_leaves=3 num_cat=0 split_feature=13 456 split_gain=3.70681 3.22001 threshold=-0.5149999999999999 0.087015000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029980897691333906 0.0010717026504687942 -0.01872233739957508 leaf_weight=2.0663057472556821 97.036048576010216 4.2993041103545684 leaf_count=34 2084 127 internal_value=0 0.000228542 internal_weight=0 101.335 internal_count=2245 2211 is_linear=0 shrinkage=0.0224292 Tree=5998 num_leaves=3 num_cat=0 split_feature=13 456 split_gain=3.35914 3.04728 threshold=-0.5149999999999999 0.087015000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055011346935444276 2.1024734106871104e-05 -0.00035430409579445858 leaf_weight=2.1324929241091004 98.64312978313319 4.3500450144929337 leaf_count=34 2084 127 internal_value=0 5.10953e-06 internal_weight=0 102.993 internal_count=2245 2211 is_linear=0 shrinkage=0.000439788 Tree=5999 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=4.05995 3.35373 threshold=-0.53696499999999991 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065597097414904146 -5.7642555481463285e-05 0.00010550047572239833 leaf_weight=1.8101796238915984 63.445003256943892 39.545757599174976 leaf_count=24 1652 569 internal_value=0 5.00804e-06 internal_weight=0 102.991 internal_count=2245 2221 is_linear=0 shrinkage=0.000439788 Tree=6000 num_leaves=3 num_cat=0 split_feature=1213 475 split_gain=3.47249 2.90137 threshold=-0.080769999999999995 -0.08459499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024980163345656264 -0.015704227541547149 0.0021563471132543936 leaf_weight=2.5720013641985124 4.7831554409203809 96.939253675824148 leaf_count=231 157 1865 internal_value=0 0.00131372 internal_weight=0 101.722 internal_count=2253 2022 is_linear=0 shrinkage=0.0224292 Tree=6001 num_leaves=3 num_cat=0 split_feature=1213 160 split_gain=3.38392 2.82864 threshold=-0.080769999999999995 -0.082299999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024929735670520561 -0.008081970659981761 0.0027777406649437046 leaf_weight=2.5200238102115682 13.971321423796324 87.722667531365005 leaf_count=231 426 1596 internal_value=0 0.00128453 internal_weight=0 101.694 internal_count=2253 2022 is_linear=0 shrinkage=0.0224292 Tree=6002 num_leaves=4 num_cat=0 split_feature=403 2 1 split_gain=3.20603 2.85738 0.536447 threshold=-0.088654999999999984 0.084175000000000014 0.086830000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024290910289789518 0.0068875202173729064 -0.0011996476771582415 -0.0073145847910394595 leaf_weight=2.757804335851687 32.613011295412434 67.309353662603826 1.4458432330575304 leaf_count=233 560 1392 68 internal_value=0 0.00144068 -0.0185114 internal_weight=0 99.9224 4.20365 internal_count=2253 1952 301 is_linear=0 shrinkage=0.0224292 Tree=6003 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=3.25552 2.77413 0.565105 threshold=-0.088654999999999984 0.50678000000000012 0.087820000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047535914949499002 1.4329988885873334e-05 0.00040075251830991733 -0.00013797972506542595 leaf_weight=2.8343978786142534 98.614033669186028 3.7101464115839908 1.4781434583128428 leaf_count=236 1843 109 65 internal_value=0 2.84133e-05 -0.000360839 internal_weight=0 102.324 4.31254 internal_count=2253 1952 301 is_linear=0 shrinkage=0.000439788 Tree=6004 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.78623 5.25941 2.81506 threshold=0.10098000000000001 0.092805000000000012 -0.076554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6247244169339319e-05 0.00034040920889003202 0.00025548090736771058 7.0558978621525055e-05 leaf_weight=61.752189966955484 10.363055050373076 10.851870349059025 26.773415458257659 leaf_count=1546 197 143 365 internal_value=0 -2.66109e-05 0.000145998 internal_weight=0 72.6041 37.1365 internal_count=2251 1689 562 is_linear=0 shrinkage=0.000439788 Tree=6005 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.43107 5.22236 2.8509 threshold=0.10098000000000001 0.092805000000000012 -0.076554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036913729313472424 0.017391695241584758 0.013224971707560398 0.0034039533030867917 leaf_weight=61.09030089580483 10.132249474321723 10.785005664798517 26.424359341704985 leaf_count=1546 197 143 365 internal_value=0 -0.00115021 0.00728793 internal_weight=0 71.8753 36.5566 internal_count=2251 1689 562 is_linear=0 shrinkage=0.0224292 Tree=6006 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.52375 5.03515 2.73416 threshold=0.10098000000000001 0.092805000000000012 -0.076554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2553187304198323e-05 0.00033581939036656406 0.00025211453862356096 6.871694983786179e-05 leaf_weight=61.654499155560188 10.246519944979807 10.847872023216039 26.720413419112447 leaf_count=1546 197 143 365 internal_value=0 -2.39225e-05 0.000142888 internal_weight=0 72.5024 36.9669 internal_count=2251 1689 562 is_linear=0 shrinkage=0.000439788 Tree=6007 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.63167 5.02081 2.80461 threshold=0.10098000000000001 0.092805000000000012 -0.076554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3158508078561123e-05 0.00033905449435316711 0.00025082904740691237 6.9226338601198896e-05 leaf_weight=61.900411855625862 10.303805137169546 10.857422687557117 26.827150412704214 leaf_count=1546 197 143 365 internal_value=0 -2.47577e-05 0.000144239 internal_weight=0 72.7578 37.131 internal_count=2251 1689 562 is_linear=0 shrinkage=0.000439788 Tree=6008 num_leaves=3 num_cat=0 split_feature=12 13 split_gain=2.77098 2.44624 threshold=-0.12529499999999996 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048574974931061058 0.00015324791411132973 -1.3799792173576647e-05 leaf_weight=2.1370590740407343 20.866191213397542 90.093478655242507 leaf_count=68 245 1944 internal_value=0 1.76348e-05 internal_weight=0 110.96 internal_count=2257 2189 is_linear=0 shrinkage=0.000439788 Tree=6009 num_leaves=3 num_cat=0 split_feature=12 124 split_gain=2.6817 3.51714 threshold=-0.094939999999999983 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032053135962089701 0.00033287209346525356 1.477817523144227e-06 leaf_weight=4.6008407033223184 6.575181417661951 102.10531808624728 leaf_count=108 136 2013 internal_value=0 2.15821e-05 internal_weight=0 108.68 internal_count=2257 2149 is_linear=0 shrinkage=0.000439788 Tree=6010 num_leaves=3 num_cat=0 split_feature=12 13 split_gain=2.78435 2.50337 threshold=-0.12529499999999996 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048874006290789047 0.00015448050748937496 -1.4588087519025299e-05 leaf_weight=2.1251725422625887 20.846979079884477 89.988327842602303 leaf_count=68 245 1944 internal_value=0 1.72331e-05 internal_weight=0 110.835 internal_count=2257 2189 is_linear=0 shrinkage=0.000439788 Tree=6011 num_leaves=3 num_cat=0 split_feature=12 13 split_gain=2.89367 2.40123 threshold=-0.12529499999999996 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02560607385384156 0.0078029236250381599 -0.00069104732883046955 leaf_weight=2.0919916481652754 20.597563996707322 89.105479062949598 leaf_count=68 245 1944 internal_value=0 0.000904839 internal_weight=0 109.703 internal_count=2257 2189 is_linear=0 shrinkage=0.0224292 Tree=6012 num_leaves=4 num_cat=0 split_feature=13 4 4 split_gain=5.68469 3.36903 2.29846 threshold=-0.095499999999999988 -0.42305999999999994 -0.077654999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045236311726729625 -0.00036798847736367921 -1.7119854325903735e-05 0.00012222428001065677 leaf_weight=5.92029500671197 5.6509541699197134 79.637819693434722 13.092141049419295 leaf_count=62 125 1859 204 internal_value=0 -4.04444e-05 0.000225377 internal_weight=0 85.2888 19.0124 internal_count=2250 1984 266 is_linear=0 shrinkage=0.000439788 Tree=6013 num_leaves=4 num_cat=0 split_feature=13 4 4 split_gain=5.68544 3.44058 2.31086 threshold=-0.095499999999999988 -0.42305999999999994 -0.077654999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023192534062102546 -0.019066118367126898 -0.00085030555482190889 0.0062553757903998659 leaf_weight=5.8860506633063805 5.566652442328631 78.904752553706203 12.98838669960969 leaf_count=62 125 1859 204 internal_value=0 -0.00205476 0.0115554 internal_weight=0 84.4714 18.8744 internal_count=2250 1984 266 is_linear=0 shrinkage=0.0224292 Tree=6014 num_leaves=4 num_cat=0 split_feature=131 52 1 split_gain=3.40137 3.41342 1.86402 threshold=0.08956500000000002 -0.0058499999999999993 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034322375358834503 -0.023134611760589986 0.0050792273203334199 0.0040051803844277038 leaf_weight=41.212342812767019 4.5244207773648659 55.741455737334036 1.7616830895422024 leaf_count=786 231 1171 62 internal_value=0 0.00146128 -0.0155396 internal_weight=0 96.9538 6.2861 internal_count=2250 1957 293 is_linear=0 shrinkage=0.0224292 Tree=6015 num_leaves=4 num_cat=0 split_feature=13 12 4 split_gain=5.68215 3.22809 2.15206 threshold=-0.095499999999999988 -0.016169999999999997 -0.077654999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044484060432894046 0.00016481642845015684 -7.5187387275075626e-05 0.00012621395746508188 leaf_weight=5.9454537296842345 12.717586472004767 72.761120313753054 13.194152507639954 leaf_count=62 229 1755 204 internal_value=0 -3.94506e-05 0.000225536 internal_weight=0 85.4787 19.1396 internal_count=2250 1984 266 is_linear=0 shrinkage=0.000439788 Tree=6016 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.78204 6.96369 3.51805 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.685052432032786e-06 0.0001494783208621177 -0.00053367301814180124 -0.00014323772600156881 leaf_weight=55.726203292761056 39.688837507092103 5.2274526329492792 9.9104521967528836 leaf_count=1519 513 95 124 internal_value=0 -4.92903e-05 9.0958e-05 internal_weight=0 60.9537 49.5993 internal_count=2251 1614 637 is_linear=0 shrinkage=0.000439788 Tree=6017 num_leaves=4 num_cat=0 split_feature=401 52 2 split_gain=2.51222 2.46772 0.403457 threshold=0.087110000000000007 0.13584000000000004 0.087425000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3330014676850426e-05 -0.024501716588636743 0.010503038972796539 -0.0088506161506757379 leaf_weight=92.431395788349619 2.0111786587367528 12.944209108052744 1.4541901439079081 leaf_count=1773 118 281 79 internal_value=0 0.00133863 -0.0180184 internal_weight=0 105.376 3.46537 internal_count=2251 2054 197 is_linear=0 shrinkage=0.0224292 Tree=6018 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.69213 7.02544 3.36233 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1325109807059726e-06 0.00014527826104641808 -0.00053547490800265622 -0.0001414440297094046 leaf_weight=55.667473186869756 39.580901283421554 5.249406045615614 9.8689050866232702 leaf_count=1519 513 95 124 internal_value=0 -5.00734e-05 8.80234e-05 internal_weight=0 60.9169 49.4498 internal_count=2251 1614 637 is_linear=0 shrinkage=0.000439788 Tree=6019 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.4888 7.1541 3.57314 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3597111521474798e-05 0.0074851678879890686 -0.027428037671118427 -0.0077038151380825082 leaf_weight=54.799418518523453 39.099767428961059 5.2084823547411352 9.7127863307250646 leaf_count=1519 513 95 124 internal_value=0 -0.00235794 0.00446101 internal_weight=0 60.0079 48.8126 internal_count=2251 1614 637 is_linear=0 shrinkage=0.0224292 Tree=6020 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=2.35158 4.69005 3.80235 threshold=-0.10432499999999999 0.081790000000000015 -0.078904999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022753295768217427 -0.00021626180454165181 -0.00019429321458543645 -9.7959062056042111e-07 leaf_weight=17.088747222020178 20.873093219619477 7.2451454021320378 65.985597788134328 leaf_count=183 975 118 1011 internal_value=0 0.000101885 -5.27504e-05 internal_weight=0 24.3339 86.8587 internal_count=2287 301 1986 is_linear=0 shrinkage=0.000439788 Tree=6021 num_leaves=4 num_cat=0 split_feature=133 1 3 split_gain=2.29417 3.5862 3.17154 threshold=0.091360000000000011 0.090435000000000015 -0.10106999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017032019481179157 -0.00031652096583910611 0.00023062329320103068 -1.4554501957129785e-05 leaf_weight=23.541648557875305 8.8706881961625168 3.1181398512853766 75.320368531869462 leaf_count=274 327 102 1584 internal_value=0 -0.000174075 2.94934e-05 internal_weight=0 11.9888 98.862 internal_count=2287 429 1858 is_linear=0 shrinkage=0.000439788 Tree=6022 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=2.30588 4.75897 3.81002 threshold=-0.10432499999999999 0.081790000000000015 -0.078904999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025103875748918789 -0.00019371729063719979 -0.00017256765042038882 2.5018583673282947e-05 leaf_weight=17.432752435415754 20.043116346325405 7.249129198917216 66.289664541640377 leaf_count=183 975 118 1011 internal_value=0 0.000126587 -2.5795e-05 internal_weight=0 24.6819 86.3328 internal_count=2287 301 1986 is_linear=0 shrinkage=0.000439788 Tree=6023 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=2.36958 2.96978 threshold=-0.5242349999999999 0.0084900000000000028 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02268873088136663 -0.00063654587371810955 0.010069132892800701 leaf_weight=2.1716721963603041 92.357551695444272 15.158138526399851 leaf_count=35 2040 212 internal_value=0 0.000874318 internal_weight=0 107.516 internal_count=2287 2252 is_linear=0 shrinkage=0.0224292 Tree=6024 num_leaves=4 num_cat=0 split_feature=1447 1 42 split_gain=3.2723 2.61236 0.349495 threshold=-1.0000000180025095e-35 0.12796000000000002 0.086215000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026953065289225232 0.00062917284742585345 0.012841041761843842 -0.012100356703769214 leaf_weight=1.9144123386431595 95.574862220288196 9.6887313472834631 1.4467396365289458 leaf_count=93 1883 194 113 internal_value=0 0.00175531 -0.0206645 internal_weight=0 105.264 3.36115 internal_count=2283 2077 206 is_linear=0 shrinkage=0.0224292 Tree=6025 num_leaves=4 num_cat=0 split_feature=39 483 1 split_gain=3.28838 3.86965 2.51196 threshold=0.085095000000000018 1.0000000180025095e-35 0.094435000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4372568152207664e-05 -9.8446094715467361e-05 -0.00036455077936845307 0.00035170756449603985 leaf_weight=91.773036108093947 3.2419950377079649 5.5073703667439977 9.1095483624085301 leaf_count=1786 47 261 189 internal_value=0 -7.14687e-06 0.000233583 internal_weight=0 97.2804 12.3515 internal_count=2283 2047 236 is_linear=0 shrinkage=0.000439788 Tree=6026 num_leaves=4 num_cat=0 split_feature=1447 453 42 split_gain=3.16371 2.53759 0.352022 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086215000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026849905648420658 0.002469716860790918 -0.01437563428716822 -0.01187904390782017 leaf_weight=1.8794090212322765 100.53293102488169 4.6905405178840729 1.4417585997725835 leaf_count=93 2016 61 113 internal_value=0 0.00171633 -0.0204559 internal_weight=0 105.223 3.32117 internal_count=2283 2077 206 is_linear=0 shrinkage=0.0224292 Tree=6027 num_leaves=4 num_cat=0 split_feature=39 484 1 split_gain=3.43213 3.77758 2.51247 threshold=0.085095000000000018 -1.0000000180025095e-35 0.094435000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031976762757095808 -9.3099911758778582e-05 1.7093186795765478e-05 0.0003531000101655647 leaf_weight=6.9072849035510435 3.2933361837640396 91.435267592984019 9.3344212626543577 leaf_count=351 47 1696 189 internal_value=0 -6.62437e-06 0.000236766 internal_weight=0 98.3426 12.6278 internal_count=2283 2047 236 is_linear=0 shrinkage=0.000439788 Tree=6028 num_leaves=3 num_cat=0 split_feature=43 12 split_gain=2.91391 3.20315 threshold=-0.34140499999999996 -0.030979999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028393286307531389 0.00025991380684565649 1.7083327091429773e-05 leaf_weight=5.4683860488294149 11.84886934100359 91.617096235058852 leaf_count=97 251 1929 internal_value=0 4.4935e-05 internal_weight=0 103.466 internal_count=2277 2180 is_linear=0 shrinkage=0.000439788 Tree=6029 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=2.88376 3.62367 threshold=-0.34140499999999996 -0.092059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028107555616815232 0.00034612762948917807 2.4360862100763865e-05 leaf_weight=5.4332918914587927 7.2659542345427317 95.710905354862916 leaf_count=97 175 2005 internal_value=0 4.71244e-05 internal_weight=0 102.977 internal_count=2277 2180 is_linear=0 shrinkage=0.000439788 Tree=6030 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=2.8803 3.74816 threshold=-0.34140499999999996 -0.092059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028096078633931058 0.00035181307930026511 2.441745781447003e-05 leaf_weight=5.4150766775419461 7.2590780664431795 95.670148086472182 leaf_count=97 175 2005 internal_value=0 4.7568e-05 internal_weight=0 102.929 internal_count=2277 2180 is_linear=0 shrinkage=0.000439788 Tree=6031 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.86782 3.25064 threshold=-0.34140499999999996 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014355958703670152 0.0082345764019783451 -0.00034294472378078918 leaf_weight=5.3733237108390304 32.822795376883732 68.760793851994094 leaf_count=97 799 1381 internal_value=0 0.00242957 internal_weight=0 101.584 internal_count=2277 2180 is_linear=0 shrinkage=0.0224292 Tree=6032 num_leaves=4 num_cat=0 split_feature=48 48 1 split_gain=2.63131 5.52741 3.75396 threshold=0.092805000000000012 0.10493500000000001 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2337862900756757e-05 0.00039483498863665555 -4.7772506891553785e-05 0.00011358021941429948 leaf_weight=62.069465330903768 9.7139390044612828 12.414048599013766 27.185339990144712 leaf_count=1589 112 158 449 internal_value=0 0.0001467 -2.26534e-05 internal_weight=0 22.128 89.2548 internal_count=2308 270 2038 is_linear=0 shrinkage=0.000439788 Tree=6033 num_leaves=4 num_cat=0 split_feature=403 403 160 split_gain=2.27268 2.8212 2.64273 threshold=0.092660000000000006 0.10160500000000001 -0.25833999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023261487519347802 0.026255848644294529 4.0989645051490158e-05 0.00014842494327335041 leaf_weight=2.4678022305415643 3.7114852528611646 4.6264465323765762 98.980565859885246 leaf_count=185 29 162 1932 internal_value=0 0.0117434 -0.000425307 internal_weight=0 8.33793 101.448 internal_count=2308 191 2117 is_linear=0 shrinkage=0.0224292 Tree=6034 num_leaves=4 num_cat=0 split_feature=48 48 1 split_gain=2.19737 5.41059 3.82658 threshold=0.092805000000000012 0.10493500000000001 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1972960011463818e-05 0.00037989860620020791 -5.7921948169373206e-05 0.00011556261451778903 leaf_weight=62.24532052043287 9.6516640128102171 12.526547386500168 27.257943458738737 leaf_count=1589 112 158 449 internal_value=0 0.000132775 -2.18023e-05 internal_weight=0 22.1782 89.5033 internal_count=2308 270 2038 is_linear=0 shrinkage=0.000439788 Tree=6035 num_leaves=4 num_cat=0 split_feature=48 48 1 split_gain=2.25992 5.54381 3.82111 threshold=0.092805000000000012 0.10493500000000001 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1920737298242751e-05 0.00038533521470033037 -5.825977411910092e-05 0.00011534583180204781 leaf_weight=62.158245467926463 9.6443768476892746 12.484774078642657 27.325657466542907 leaf_count=1589 112 158 449 internal_value=0 0.000135234 -2.16698e-05 internal_weight=0 22.1292 89.4839 internal_count=2308 270 2038 is_linear=0 shrinkage=0.000439788 Tree=6036 num_leaves=4 num_cat=0 split_feature=1 2 403 split_gain=4.25601 5.09999 4.16427 threshold=0.077765000000000015 0.07788500000000001 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.032404827796403156 0.0022764219110138636 -0.0077341188903832488 0.023276728220388506 leaf_weight=1.6545891703863151 65.676355872081331 32.961150345763599 5.1021227636083486 leaf_count=8 993 1191 77 internal_value=0 -0.00579872 0.00379611 internal_weight=0 34.6157 70.7785 internal_count=2269 1199 1070 is_linear=0 shrinkage=0.0224292 Tree=6037 num_leaves=4 num_cat=0 split_feature=1 454 15 split_gain=4.41473 5.28106 5.24058 threshold=0.094405000000000003 1.0000000180025095e-35 0.044085000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5352131169260069e-05 0.00017170132416056773 0.00054254354423074883 -0.00025785855929841978 leaf_weight=57.273922324842715 40.218885261871037 2.6063707796856752 6.3442582780262446 leaf_count=1566 591 13 99 internal_value=0 -6.74228e-05 0.000113092 internal_weight=0 59.8803 46.5631 internal_count=2269 1579 690 is_linear=0 shrinkage=0.000439788 Tree=6038 num_leaves=4 num_cat=0 split_feature=1 15 454 split_gain=4.09148 5.19936 5.19163 threshold=0.094405000000000003 0.044085000000000006 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046781401409117258 0.0086577655698254919 -0.013252804157664269 0.027715692395936634 leaf_weight=56.787395496579848 39.671282949188026 6.2979591087205327 2.5840599602088323 leaf_count=1566 591 99 13 internal_value=0 0.00565168 -0.00325979 internal_weight=0 45.9692 59.3715 internal_count=2269 690 1579 is_linear=0 shrinkage=0.0224292 Tree=6039 num_leaves=4 num_cat=0 split_feature=1 15 403 split_gain=4.11031 4.94415 4.03254 threshold=0.094405000000000003 0.044085000000000006 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010999468166160431 0.00016620887599704513 -0.00025040834300876715 0.00022588586164873058 leaf_weight=51.824041076470166 40.138019797974266 6.3681351084960616 7.9591418690251876 leaf_count=1420 591 99 159 internal_value=0 0.000109082 -6.52199e-05 internal_weight=0 46.5062 59.7832 internal_count=2269 690 1579 is_linear=0 shrinkage=0.000439788 Tree=6040 num_leaves=4 num_cat=0 split_feature=43 457 3 split_gain=3.58015 6.801 4.66546 threshold=-0.063379999999999978 0.082380000000000009 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010310336076115126 -0.0053220171416840985 0.013122918166978942 0.015038713946463502 leaf_weight=25.721467932435189 56.098976702673099 12.233333419979315 17.785677629595739 leaf_count=680 1152 97 322 internal_value=0 -0.00201713 0.00621268 internal_weight=0 68.3323 43.5071 internal_count=2251 1249 1002 is_linear=0 shrinkage=0.0224292 Tree=6041 num_leaves=4 num_cat=0 split_feature=43 150 3 split_gain=3.42893 6.92683 4.49468 threshold=-0.063379999999999978 0.081245000000000026 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010079041155843221 -0.0058413042105770977 0.011216617052810631 0.014784513692044173 leaf_weight=25.721996841948567 52.793897311948967 15.469394857413134 17.687155609673937 leaf_count=680 1116 133 322 internal_value=0 -0.00197369 0.00608758 internal_weight=0 68.2633 43.4092 internal_count=2251 1249 1002 is_linear=0 shrinkage=0.0224292 Tree=6042 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.2885 5.80387 1.49677 threshold=0.080930000000000016 -0.063379999999999978 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062664142164343909 0.00069887411579672295 -0.0051149181439663792 0.014547498530485399 leaf_weight=37.669154040300782 5.8592513828189139 56.061600009776157 11.893672595266251 leaf_count=911 69 1152 119 internal_value=0 -0.000540566 0.0099825 internal_weight=0 93.7308 17.7529 internal_count=2251 2063 188 is_linear=0 shrinkage=0.0224292 Tree=6043 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.1606 5.54698 1.45437 threshold=0.080930000000000016 -0.063379999999999978 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061266999489258088 0.0034792056852159061 -0.0050003710719837644 0.016356349550867271 leaf_weight=37.664500677758042 8.9926114898989926 56.060078729973611 8.6685452510137093 leaf_count=911 81 1152 107 internal_value=0 -0.000528469 0.00981047 internal_weight=0 93.7246 17.6612 internal_count=2251 2063 188 is_linear=0 shrinkage=0.0224292 Tree=6044 num_leaves=4 num_cat=0 split_feature=43 1 157 split_gain=3.71071 8.52362 2.90012 threshold=-0.00051499999999999994 0.092550000000000007 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026780214882026073 0.00028435805521400613 0.00011511816624447458 1.5309627075720406e-05 leaf_weight=27.201203494678339 9.0773823773488385 19.140955162743921 52.327099373698729 leaf_count=1100 91 358 729 internal_value=0 -0.00010966 5.51589e-05 internal_weight=0 46.3422 61.4045 internal_count=2278 1458 820 is_linear=0 shrinkage=0.000439788 Tree=6045 num_leaves=4 num_cat=0 split_feature=43 51 157 split_gain=3.46552 5.57304 2.89505 threshold=-0.00051499999999999994 0.12566000000000002 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014750005013383793 0.00028265781503645143 0.00047551690317142366 1.2671784308531447e-05 leaf_weight=43.019368968118215 8.99180698225973 2.9501287492021211 52.093066800534871 leaf_count=1391 91 67 729 internal_value=0 -0.000107337 5.24901e-05 internal_weight=0 45.9695 61.0849 internal_count=2278 1458 820 is_linear=0 shrinkage=0.000439788 Tree=6046 num_leaves=4 num_cat=0 split_feature=43 1 157 split_gain=3.45689 8.11 2.89582 threshold=-0.00051499999999999994 0.092550000000000007 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013410936650062186 0.014502676697768484 0.0058451671402142856 0.00067112084445155684 leaf_weight=26.676599673450255 8.9130507318477594 18.703234116823296 51.644776088429353 leaf_count=1100 91 358 729 internal_value=0 -0.00547544 0.00271081 internal_weight=0 45.3798 60.5578 internal_count=2278 1458 820 is_linear=0 shrinkage=0.0224292 Tree=6047 num_leaves=4 num_cat=0 split_feature=43 1 151 split_gain=3.3135 7.78992 2.79059 threshold=-0.00051499999999999994 0.092550000000000007 -0.086944999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013177403555053296 0.015400858767999714 0.005722340162102304 0.00083257701350566613 leaf_weight=26.542304695900384 7.5395501304155905 18.676897476107115 52.986121882633597 leaf_count=1100 55 358 765 internal_value=0 -0.00537212 0.0026516 internal_weight=0 45.2192 60.5257 internal_count=2278 1458 820 is_linear=0 shrinkage=0.0224292 Tree=6048 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.53214 3.28745 threshold=-0.45122499999999993 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039296541727202829 -2.1814922928494871e-05 0.00023132585963569504 leaf_weight=4.743078067462192 91.798251516524033 11.105681505272512 leaf_count=63 1950 225 internal_value=0 5.54258e-06 internal_weight=0 102.904 internal_count=2238 2175 is_linear=0 shrinkage=0.000439788 Tree=6049 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.56353 3.33876 threshold=-0.45122499999999993 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039212369698331695 -2.3342022271733985e-05 0.00023197462672982624 leaf_weight=4.7738070107297963 91.875016502071958 11.084242675831772 leaf_count=63 1950 225 internal_value=0 4.1824e-06 internal_weight=0 102.959 internal_count=2238 2175 is_linear=0 shrinkage=0.000439788 Tree=6050 num_leaves=4 num_cat=0 split_feature=0 3 52 split_gain=3.59445 5.0098 2.09606 threshold=-0.0013399999999999998 -0.081224999999999978 0.097850000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016740171010115053 8.9729564026572322e-05 5.5505011184580536e-05 0.00041104302099991441 leaf_weight=28.350654734600539 10.877075894561132 62.364469715168525 6.1392740267910986 leaf_count=934 187 1067 50 internal_value=0 -1.41793e-05 0.000205986 internal_weight=0 90.7151 17.0163 internal_count=2238 2001 237 is_linear=0 shrinkage=0.000439788 Tree=6051 num_leaves=4 num_cat=0 split_feature=0 3 52 split_gain=3.47374 4.92204 2.01729 threshold=-0.0013399999999999998 -0.081224999999999978 0.097850000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0084646009531396879 0.0046191365228635071 0.0029053588213335652 0.020839061841685731 leaf_weight=27.789077219487808 10.64827243119362 61.526582055921608 6.0430056464101645 leaf_count=934 187 1067 50 internal_value=0 -0.000633267 0.0105086 internal_weight=0 89.3157 16.6913 internal_count=2238 2001 237 is_linear=0 shrinkage=0.0224292 Tree=6052 num_leaves=3 num_cat=0 split_feature=1429 1213 split_gain=3.73419 3.25352 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050106766405062526 -0.00037137576392498297 1.0794628714747312e-05 leaf_weight=3.0147968344172105 4.4873266582617353 98.08638954302296 leaf_count=116 346 1802 internal_value=0 -5.9903e-06 internal_weight=0 102.574 internal_count=2264 2148 is_linear=0 shrinkage=0.000439788 Tree=6053 num_leaves=3 num_cat=0 split_feature=1429 1213 split_gain=3.6949 3.14945 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02565569640626637 -0.018863185225028816 0.0004852064444732713 leaf_weight=2.9717044404169419 4.4065341259847619 96.855406548907922 leaf_count=116 346 1802 internal_value=0 -0.000360159 internal_weight=0 101.262 internal_count=2264 2148 is_linear=0 shrinkage=0.0224292 Tree=6054 num_leaves=3 num_cat=0 split_feature=1429 1213 split_gain=3.67957 3.17639 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049439155480946492 -0.00036966122650257117 9.9298906631888597e-06 leaf_weight=3.0587981352327906 4.43662583401965 98.935398660549254 leaf_count=116 346 1802 internal_value=0 -6.42703e-06 internal_weight=0 103.372 internal_count=2264 2148 is_linear=0 shrinkage=0.000439788 Tree=6055 num_leaves=4 num_cat=0 split_feature=12 49 12 split_gain=2.84012 6.63737 2.75019 threshold=0.084045000000000022 -0.19998499999999997 -0.093619999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027289399808661056 0.00035288083790157551 -0.00017670551334882478 5.3195170136346473e-05 leaf_weight=5.5216158773982889 5.0834259851835659 44.546881877449778 51.477833697579626 leaf_count=113 25 1501 625 internal_value=0 -0.000122347 2.15257e-05 internal_weight=0 49.6303 56.9994 internal_count=2264 1526 738 is_linear=0 shrinkage=0.000439788 Tree=6056 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=4.54014 5.10056 3.535 threshold=-0.083954999999999988 -0.049024999999999992 -0.49071999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012953241092033806 -0.00032366862973053231 1.4252239699678106e-05 0.00028014914640386379 leaf_weight=5.1889789937995401 9.7928199289199238 72.27475425249213 18.770926338271238 leaf_count=109 504 1285 338 internal_value=0 -2.61365e-05 0.000191392 internal_weight=0 82.0676 23.9599 internal_count=2236 1789 447 is_linear=0 shrinkage=0.000439788 Tree=6057 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=4.59236 4.94866 3.52949 threshold=-0.083954999999999988 -0.049024999999999992 -0.49071999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065816531955618556 -0.01645100739206351 0.00067347294369330085 0.014399161106875608 leaf_weight=5.1375057682162177 9.6132526895235042 71.539974369439733 18.591928403853672 leaf_count=109 504 1285 338 internal_value=0 -0.00135845 0.0098551 internal_weight=0 81.1532 23.7294 internal_count=2236 1789 447 is_linear=0 shrinkage=0.0224292 Tree=6058 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=4.39816 4.77088 3.38154 threshold=-0.083954999999999988 -0.049024999999999992 -0.49071999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0064429568352987717 -0.016216542394230878 0.00065840466179490676 0.014108821951983782 leaf_weight=5.1308758658124161 9.5346819251753896 71.536419109655981 18.549815896243672 leaf_count=109 504 1285 338 internal_value=0 -0.00132959 0.00965428 internal_weight=0 81.0711 23.6807 internal_count=2236 1789 447 is_linear=0 shrinkage=0.0224292 Tree=6059 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=4.2026 4.73748 3.15383 threshold=-0.083954999999999988 -0.049024999999999992 -0.49071999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011871170747204244 -0.00031432781576696601 1.3066624753169615e-05 0.00026767769244009671 leaf_weight=5.2096755825914469 9.67214973978116 72.489534727548744 18.762487781583332 leaf_count=109 504 1285 338 internal_value=0 -2.55386e-05 0.000183679 internal_weight=0 82.1617 23.9722 internal_count=2236 1789 447 is_linear=0 shrinkage=0.000439788 Tree=6060 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=3.19107 5.57237 4.28941 threshold=0.087005000000000013 -0.19998499999999997 -0.083094999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013268360780400702 0.018251633904375359 -0.0131872099959069 0.0022859459286200512 leaf_weight=10.266362883441614 3.251030974090102 21.444093267375138 67.124965680843161 leaf_count=114 17 777 1356 internal_value=0 -0.00903749 0.000219822 internal_weight=0 24.6951 77.3913 internal_count=2264 794 1470 is_linear=0 shrinkage=0.0224292 Tree=6061 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=3.06662 5.35699 4.09887 threshold=0.087005000000000013 -0.19998499999999997 -0.083094999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012968685606472033 0.018020197655892928 -0.012942870086809706 0.0022350858128432735 leaf_weight=10.268424750422126 3.2195335105061558 21.360190796542156 67.113163923189859 leaf_count=114 17 777 1356 internal_value=0 -0.00887639 0.000214866 internal_weight=0 24.5797 77.3816 internal_count=2264 794 1470 is_linear=0 shrinkage=0.0224292 Tree=6062 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=3.06181 3.26808 threshold=0.18307500000000002 0.093020000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6421262602703048e-05 0.00034843859118076923 -0.00031451883425779903 leaf_weight=91.177999496019766 3.8467793657327993 8.291043562741832 leaf_count=1744 108 412 internal_value=0 -5.04908e-05 internal_weight=0 99.469 internal_count=2264 2156 is_linear=0 shrinkage=0.000439788 Tree=6063 num_leaves=4 num_cat=0 split_feature=123 42 2 split_gain=3.10901 4.05744 2.05863 threshold=1.0000000180025095e-35 0.086715000000000014 0.093705000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3347573385785455e-06 -7.5391624167294995e-05 -0.00022444667081450269 0.00035534718445074244 leaf_weight=71.243023587634525 3.294573928753378 22.239553183157113 6.1060210653813556 leaf_count=1343 81 726 114 internal_value=0 -6.05454e-05 0.000204542 internal_weight=0 93.4826 9.40059 internal_count=2264 2069 195 is_linear=0 shrinkage=0.000439788 Tree=6064 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.02991 4.56723 threshold=0.086470000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2651673008830563e-05 0.00029236886391413141 -0.00054120243519573162 leaf_weight=95.94117927822299 8.0905160797992703 3.2507598004303864 leaf_count=2179 74 29 internal_value=0 -3.00744e-05 internal_weight=0 99.1919 internal_count=2282 2208 is_linear=0 shrinkage=0.000439788 Tree=6065 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.15539 4.5717 threshold=0.086470000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3671692338093084e-05 0.0002937336228865896 -0.00053947938027582791 leaf_weight=96.789425447448593 8.2279442186700162 3.288494166918098 leaf_count=2179 74 29 internal_value=0 -3.1049e-05 internal_weight=0 100.078 internal_count=2282 2208 is_linear=0 shrinkage=0.000439788 Tree=6066 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.0238 4.5605 threshold=0.086470000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0496679231958192e-05 0.0002932473039185835 -0.00053792546012530339 leaf_weight=96.455154375922575 8.1479961066506785 3.259550184942781 leaf_count=2179 74 29 internal_value=0 -2.78373e-05 internal_weight=0 99.7147 internal_count=2282 2208 is_linear=0 shrinkage=0.000439788 Tree=6067 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.10124 4.48357 threshold=0.086470000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.413330053655532e-05 0.00029202345570729165 -0.00053574935082069939 leaf_weight=97.387984598448384 8.1925300366710854 3.2759952750056973 leaf_count=2179 74 29 internal_value=0 -3.12071e-05 internal_weight=0 100.664 internal_count=2282 2208 is_linear=0 shrinkage=0.000439788 Tree=6068 num_leaves=4 num_cat=0 split_feature=52 4 15 split_gain=3.9282 4.87506 3.26638 threshold=0.11614000000000001 -0.0085549999999999984 0.09167500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9936433283692673e-05 -0.00064032836509493119 -2.7925676657635456e-05 -0.0002337572425794396 leaf_weight=84.890448810274393 3.7132263096864335 7.7088735677498317 7.4323678427390396 leaf_count=1678 191 178 226 internal_value=0 -0.000227749 4.54446e-05 internal_weight=0 11.4221 92.3228 internal_count=2273 369 1904 is_linear=0 shrinkage=0.000439788 Tree=6069 num_leaves=4 num_cat=0 split_feature=4 47 0 split_gain=3.82691 3.81621 2.40001 threshold=-0.21586499999999997 1.0000000180025095e-35 0.099330000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044912085907108218 8.8947027596087173e-05 -0.00013852286635185706 -5.6600063297729404e-05 leaf_weight=5.00271748943487 74.192717437588726 17.641583380769589 7.5474328697309829 leaf_count=83 1811 280 99 internal_value=0 4.52298e-05 -0.000213511 internal_weight=0 91.8343 12.5502 internal_count=2273 2091 182 is_linear=0 shrinkage=0.000439788 Tree=6070 num_leaves=4 num_cat=0 split_feature=4 47 0 split_gain=3.81311 4.05745 2.40696 threshold=-0.21586499999999997 1.0000000180025095e-35 0.099330000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045107552367529773 8.7996498933530886e-05 -0.00014622629950284779 -5.8281985119799523e-05 leaf_weight=5.0081253357930091 74.206911049444898 17.701668714085827 7.5640867376932874 leaf_count=83 1811 280 99 internal_value=0 4.2864e-05 -0.000215198 internal_weight=0 91.9086 12.5722 internal_count=2273 2091 182 is_linear=0 shrinkage=0.000439788 Tree=6071 num_leaves=4 num_cat=0 split_feature=52 4 15 split_gain=3.80824 4.94192 3.35858 threshold=0.11614000000000001 -0.0085549999999999984 0.09167500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035192788814710886 -0.033011987756053622 -0.0012918189993663565 -0.012287206623317537 leaf_weight=83.969457689487172 3.6352226845483528 7.6349751880406966 7.336149981012567 leaf_count=1678 191 178 226 internal_value=0 -0.0115617 0.00224697 internal_weight=0 11.2702 91.3056 internal_count=2273 369 1904 is_linear=0 shrinkage=0.0224292 Tree=6072 num_leaves=4 num_cat=0 split_feature=157 2 13 split_gain=4.08576 5.42628 4.80648 threshold=-0.077234999999999984 0.08826500000000001 -0.011834999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065002741006816673 -0.0087925301989335465 0.0025542413393000239 0.020858763907653975 leaf_weight=4.9591873009267138 33.695897609324675 57.113439656841365 9.2078523040909186 leaf_count=173 983 1022 92 internal_value=0 -0.00165708 0.0112858 internal_weight=0 90.8093 14.167 internal_count=2270 2005 265 is_linear=0 shrinkage=0.0224292 Tree=6073 num_leaves=4 num_cat=0 split_feature=157 2 13 split_gain=3.92611 5.1939 4.63948 threshold=-0.077234999999999984 0.08826500000000001 -0.011834999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063613787903650833 -0.0086097364940178975 0.0024980149990836637 0.020566684549748748 leaf_weight=4.9542808520782264 33.640519710572335 57.089830282431649 9.130315521197188 leaf_count=173 983 1022 92 internal_value=0 -0.0016214 0.0110989 internal_weight=0 90.7303 14.0846 internal_count=2270 2005 265 is_linear=0 shrinkage=0.0224292 Tree=6074 num_leaves=4 num_cat=0 split_feature=157 2 13 split_gain=3.77223 4.97123 4.47746 threshold=-0.077234999999999984 0.08826500000000001 -0.011834999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062251935006381034 -0.0084302915619940393 0.0024430002049842464 0.020275275922742302 leaf_weight=4.9495832905449779 33.587012072313883 57.066834937868407 9.0549468207973387 leaf_count=173 983 1022 92 internal_value=0 -0.00158645 0.0109136 internal_weight=0 90.6538 14.0045 internal_count=2270 2005 265 is_linear=0 shrinkage=0.0224292 Tree=6075 num_leaves=4 num_cat=0 split_feature=157 2 13 split_gain=3.75112 4.8223 4.33793 threshold=-0.077234999999999984 0.08826500000000001 -0.011834999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011326162289601171 -0.00015991134996333565 4.845022166402701e-05 0.00039391041576293631 leaf_weight=5.0476945723785311 34.107687532781711 57.97246590004579 9.1640266796312044 leaf_count=173 983 1022 92 internal_value=0 -2.87468e-05 0.000213864 internal_weight=0 92.0802 14.2117 internal_count=2270 2005 265 is_linear=0 shrinkage=0.000439788 Tree=6076 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=3.07252 3.95268 threshold=-0.098834999999999992 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032094281424644252 -0.00035889919962364507 -2.5307378671490088e-06 leaf_weight=5.1960133807733646 6.410350489197298 94.481222173935748 leaf_count=46 351 1881 internal_value=0 -2.52369e-05 internal_weight=0 100.892 internal_count=2278 2232 is_linear=0 shrinkage=0.000439788 Tree=6077 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=3.06094 3.916 threshold=-0.098834999999999992 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016413647095933837 -0.018459679017002181 -0.00015265973999492176 leaf_weight=5.1386492850724599 6.254742023342259 93.1907235596791 leaf_count=46 351 1881 internal_value=0 -0.00130742 internal_weight=0 99.4455 internal_count=2278 2232 is_linear=0 shrinkage=0.0224292 Tree=6078 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=2.94204 3.77371 threshold=-0.098834999999999992 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016144363005022765 -0.018183410656613951 -0.00014923555849508785 leaf_weight=5.1078524983022353 6.208174490442615 93.191229740727067 leaf_count=46 351 1881 internal_value=0 -0.00127887 internal_weight=0 99.3994 internal_count=2278 2232 is_linear=0 shrinkage=0.0224292 Tree=6079 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=2.82743 3.63578 threshold=-0.098834999999999992 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015877396907406822 -0.01790771498234358 -0.00014588824562053603 leaf_weight=5.0779089594725511 6.1631714781069595 93.191725202674206 leaf_count=46 351 1881 internal_value=0 -0.00125092 internal_weight=0 99.3549 internal_count=2278 2232 is_linear=0 shrinkage=0.0224292 Tree=6080 num_leaves=4 num_cat=0 split_feature=52 47 0 split_gain=3.26404 7.23282 2.94309 threshold=-0.24600999999999998 0.11635500000000001 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028147336921503355 -0.021973201208104871 0.021603184616488299 0.0019530160326479815 leaf_weight=5.249126048598554 2.6416876586154094 2.0230040184687823 92.47760334553459 leaf_count=225 34 27 1938 internal_value=0 -0.0142871 0.00128425 internal_weight=0 7.27213 95.1193 internal_count=2224 252 1972 is_linear=0 shrinkage=0.0224292 Tree=6081 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=3.22833 3.71957 threshold=0.057610000000000008 -0.25691999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026076263986654451 -0.012439568237618194 0.0021613209319683887 leaf_weight=2.3900835951790205 9.2656967446673644 90.612294444159488 leaf_count=31 105 2088 internal_value=0 0.00143044 internal_weight=0 93.0024 internal_count=2224 2119 is_linear=0 shrinkage=0.0224292 Tree=6082 num_leaves=4 num_cat=0 split_feature=52 47 10 split_gain=3.15651 7.00601 2.52418 threshold=-0.24600999999999998 0.11635500000000001 -0.012544999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028014210106328423 0.018977437131900841 0.021083254528948048 0.00049790371356350533 leaf_weight=5.1529787044855757 3.8574495689681489 2.0223250106209889 91.235911961772217 leaf_count=225 81 27 1891 internal_value=0 -0.0141571 0.00125118 internal_weight=0 7.1753 95.0934 internal_count=2224 252 1972 is_linear=0 shrinkage=0.0224292 Tree=6083 num_leaves=4 num_cat=0 split_feature=52 47 131 split_gain=3.05658 6.81007 2.91328 threshold=-0.24600999999999998 0.11635500000000001 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027922331410415818 0.0023260874932257559 0.020621113792872597 -0.012755498492638156 leaf_weight=5.0551434801964197 88.121705950266914 2.0217065108008683 6.9326672792521995 leaf_count=225 1678 27 294 internal_value=0 -0.0140363 0.00122379 internal_weight=0 7.07685 95.0544 internal_count=2224 252 1972 is_linear=0 shrinkage=0.0224292 Tree=6084 num_leaves=4 num_cat=0 split_feature=124 4 42 split_gain=2.98838 3.91595 1.99323 threshold=-0.043384999999999993 -0.49367499999999992 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0548917411977465e-05 -0.00044193674028432807 -7.4887217753692453e-06 0.00038906278723686448 leaf_weight=3.013064178856439 4.1772118528606361 91.788867553303135 5.8607342667237372 leaf_count=40 102 1955 152 internal_value=0 -2.64835e-05 0.000240006 internal_weight=0 95.9661 8.8738 internal_count=2249 2057 192 is_linear=0 shrinkage=0.000439788 Tree=6085 num_leaves=4 num_cat=0 split_feature=124 4 42 split_gain=2.88719 4.07552 2.01349 threshold=-0.043384999999999993 -0.49367499999999992 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5783840123356487e-05 -0.00044887344976055077 -7.9811261317730816e-06 0.00038687074539645776 leaf_weight=3.0150515014247503 4.2226823755772775 92.179776296965429 5.7880579264019598 leaf_count=40 102 1955 152 internal_value=0 -2.73784e-05 0.00023547 internal_weight=0 96.4025 8.80311 internal_count=2249 2057 192 is_linear=0 shrinkage=0.000439788 Tree=6086 num_leaves=4 num_cat=0 split_feature=124 4 42 split_gain=2.72294 3.9317 1.97858 threshold=-0.043384999999999993 -0.49367499999999992 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029457612569847237 -0.022647781274814441 -0.0003399840387731199 0.019643901939274473 leaf_weight=2.9725273346266476 4.1373568641720331 90.867062861174418 5.6296624982933263 leaf_count=40 102 1955 152 internal_value=0 -0.00131582 0.0118487 internal_weight=0 95.0044 8.60219 internal_count=2249 2057 192 is_linear=0 shrinkage=0.0224292 Tree=6087 num_leaves=4 num_cat=0 split_feature=124 4 42 split_gain=2.62945 3.78176 1.93762 threshold=-0.043384999999999993 -0.49367499999999992 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002879785110874832 -0.022270569014402691 -0.00033235762167756487 0.019540815473222204 leaf_weight=2.9728630087192869 4.1136593039846039 90.867714538777363 5.5336130033829232 leaf_count=40 102 1955 152 internal_value=0 -0.00128679 0.0117163 internal_weight=0 94.9814 8.50648 internal_count=2249 2057 192 is_linear=0 shrinkage=0.0224292 Tree=6088 num_leaves=4 num_cat=0 split_feature=0 47 43 split_gain=5.00852 4.55663 2.88969 threshold=-0.060199999999999997 0.081320000000000017 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6314650095779818e-06 7.870219022859036e-05 -0.0002736201984395651 0.00040768402981537565 leaf_weight=61.263420273258816 23.491016977612166 15.470784468809141 6.6052478479687116 leaf_count=1588 361 246 51 internal_value=0 -6.05151e-05 0.000151117 internal_weight=0 76.7342 30.0963 internal_count=2246 1834 412 is_linear=0 shrinkage=0.000439788 Tree=6089 num_leaves=4 num_cat=0 split_feature=0 47 43 split_gain=5.09282 4.55235 2.87566 threshold=-0.060199999999999997 0.081320000000000017 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039515042731495299 0.0040552388926046951 -0.014067991614927517 0.02083457661506468 leaf_weight=60.328132637223462 23.265712987253213 15.352965253783621 6.5808025122969402 leaf_count=1588 361 246 51 internal_value=0 -0.00317173 0.00776584 internal_weight=0 75.6811 29.8465 internal_count=2246 1834 412 is_linear=0 shrinkage=0.0224292 Tree=6090 num_leaves=4 num_cat=0 split_feature=0 47 43 split_gain=4.93536 4.50033 2.7527 threshold=-0.060199999999999997 0.081320000000000017 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3116821122115356e-06 7.8925857420698658e-05 -0.00027205223888826356 0.000401235188465316 leaf_weight=61.42629264844436 23.534477096152845 15.547578734753186 6.5379929293121668 leaf_count=1588 361 246 51 internal_value=0 -6.08395e-05 0.000149209 internal_weight=0 76.9739 30.0725 internal_count=2246 1834 412 is_linear=0 shrinkage=0.000439788 Tree=6091 num_leaves=4 num_cat=0 split_feature=0 47 43 split_gain=4.87554 4.35857 2.79406 threshold=-0.060199999999999997 0.092530000000000015 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066079624224373858 0.0039673707499177776 -0.014974271438089227 0.020575821879228517 leaf_weight=62.799887483914063 23.249985140442735 12.88243856054032 6.5120024662464848 leaf_count=1635 361 199 51 internal_value=0 -0.00310036 0.00761221 internal_weight=0 75.6823 29.762 internal_count=2246 1834 412 is_linear=0 shrinkage=0.0224292 Tree=6092 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.24463 4.57765 threshold=-0.14917999999999998 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013966693183136957 0.001479015076903636 -0.020925933948850398 leaf_weight=9.7054892578162235 94.445585409721389 4.8026476641007312 leaf_count=72 1862 320 internal_value=0 0.000391018 internal_weight=0 99.2482 internal_count=2254 2182 is_linear=0 shrinkage=0.0224292 Tree=6093 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.26531 4.53827 threshold=-0.14917999999999998 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027082307185081859 2.6355922984108038e-05 -0.00040974847791269258 leaf_weight=9.818127951351924 95.759988659789087 4.8298297223809632 leaf_count=72 1862 320 internal_value=0 5.34255e-06 internal_weight=0 100.59 internal_count=2254 2182 is_linear=0 shrinkage=0.000439788 Tree=6094 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.17698 4.47151 threshold=-0.14917999999999998 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027076055604434386 2.8800783842192022e-05 -0.00040529585117855653 leaf_weight=9.7407773656304908 95.240861521266197 4.8027633113251786 leaf_count=72 1862 320 internal_value=0 7.88789e-06 internal_weight=0 100.044 internal_count=2254 2182 is_linear=0 shrinkage=0.000439788 Tree=6095 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.23182 4.49119 threshold=-0.14917999999999998 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027022235698268959 2.6932721118406998e-05 -0.00040623439054562253 leaf_weight=9.8084438063669932 95.698706345829123 4.8457505881597163 leaf_count=72 1862 320 internal_value=0 5.98303e-06 internal_weight=0 100.544 internal_count=2254 2182 is_linear=0 shrinkage=0.000439788 Tree=6096 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=3.56327 3.90332 3.84128 threshold=-0.082894999999999983 -0.49367499999999992 -0.085614999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010793873969805781 -0.00052666714644250686 9.2559060670029492e-06 0.00057240123770135355 leaf_weight=28.529316292810108 2.7068647701526052 73.551317256107723 3.9004489726285092 leaf_count=480 81 1559 118 internal_value=0 -9.8943e-06 0.000164105 internal_weight=0 76.2582 32.4298 internal_count=2238 1640 598 is_linear=0 shrinkage=0.000439788 Tree=6097 num_leaves=4 num_cat=0 split_feature=43 457 16 split_gain=3.55317 3.84443 3.83117 threshold=-0.082894999999999983 0.080930000000000016 0.22564000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4563546043454179e-05 -7.5834990786886487e-05 0.00020616086689124818 0.00041104260936737104 leaf_weight=25.282117723370902 66.027729974492104 10.873905543499857 7.5631273304461493 leaf_count=518 1516 124 80 internal_value=0 -3.59194e-05 0.000136839 internal_weight=0 76.9016 32.8452 internal_count=2238 1640 598 is_linear=0 shrinkage=0.000439788 Tree=6098 num_leaves=4 num_cat=0 split_feature=43 43 4 split_gain=3.61565 3.91608 3.90986 threshold=-0.082894999999999983 -0.085614999999999983 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055475915425553185 -0.026986336369152951 0.029565279057661344 0.0004576864853983881 leaf_weight=28.333984142176632 2.6894191298633805 3.8668780879379474 72.914032923250488 leaf_count=480 81 118 1559 internal_value=0 0.00844759 -0.000525138 internal_weight=0 32.2009 75.6035 internal_count=2238 598 1640 is_linear=0 shrinkage=0.0224292 Tree=6099 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=3.45719 3.77946 3.75007 threshold=-0.082894999999999983 -0.49367499999999992 -0.085614999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0054246923531394526 -0.02667675218528634 0.00044743593144633888 0.028940591156009585 leaf_weight=28.326516106226336 2.66016289172694 72.91203041611152 3.8622092622317714 leaf_count=480 81 1559 118 internal_value=0 -0.000513839 0.00826176 internal_weight=0 75.5722 32.1887 internal_count=2238 1640 598 is_linear=0 shrinkage=0.0224292 Tree=6100 num_leaves=4 num_cat=0 split_feature=2 9 2 split_gain=3.25222 5.13886 3.19132 threshold=0.08826500000000001 -0.036024999999999995 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025733743932745506 0.010183902312631448 -0.0072837726459399335 -0.0004973441148089469 leaf_weight=2.5123490132682482 20.681522456390667 37.611161594420992 43.940043411410443 leaf_count=63 296 1009 869 internal_value=0 -0.00520511 0.00292309 internal_weight=0 40.1235 64.6216 internal_count=2237 1072 1165 is_linear=0 shrinkage=0.0224292 Tree=6101 num_leaves=4 num_cat=0 split_feature=2 12 2 split_gain=3.33472 5.06004 2.80218 threshold=0.08826500000000001 0.098355000000000012 0.090050000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001780818814665407 0.00028995404242080161 0.00021867277044689917 2.0657127289817652e-05 leaf_weight=33.29678848022013 8.5693012370174966 7.6265489708748637 57.596610386943212 leaf_count=963 136 109 1029 internal_value=0 -0.000104074 5.5608e-05 internal_weight=0 40.9233 66.1659 internal_count=2237 1072 1165 is_linear=0 shrinkage=0.000439788 Tree=6102 num_leaves=4 num_cat=0 split_feature=2 9 2 split_gain=3.36638 5.21923 3.01387 threshold=0.08826500000000001 -0.036024999999999995 0.090050000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050404469058183709 0.00030137259045593035 -0.00014367288868176651 2.1724087241259583e-05 leaf_weight=2.5498930316243777 8.5585196724205144 38.061783926681528 56.93122588271217 leaf_count=63 136 1009 1029 internal_value=0 -0.000102787 5.83471e-05 internal_weight=0 40.6117 65.4897 internal_count=2237 1072 1165 is_linear=0 shrinkage=0.000439788 Tree=6103 num_leaves=4 num_cat=0 split_feature=2 12 2 split_gain=3.35927 4.86584 2.92288 threshold=0.08826500000000001 0.098355000000000012 0.090050000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017662552995560102 0.00029673629314284499 0.00021298127951785482 2.1430602380927037e-05 leaf_weight=32.986813963365421 8.563554303662384 7.6169652414100701 56.990488704617746 leaf_count=963 136 109 1029 internal_value=0 -0.000103472 5.74707e-05 internal_weight=0 40.6038 65.554 internal_count=2237 1072 1165 is_linear=0 shrinkage=0.000439788 Tree=6104 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=2.95149 2.71997 threshold=-0.5138299999999999 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004608301890708322 -1.2329507696030402e-05 0.00017576742062211473 leaf_weight=2.5025745391467344 84.456737905446062 18.026808834983967 leaf_count=163 1900 213 internal_value=0 2.07832e-05 internal_weight=0 102.484 internal_count=2276 2113 is_linear=0 shrinkage=0.000439788 Tree=6105 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.03613 2.91892 threshold=-0.5138299999999999 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046072721128340697 -8.8392722449698538e-05 7.1693603332853735e-05 leaf_weight=2.5617444089439223 31.867628488784248 71.245598917586904 leaf_count=163 1114 999 internal_value=0 2.2211e-05 internal_weight=0 103.113 internal_count=2276 2113 is_linear=0 shrinkage=0.000439788 Tree=6106 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=2.88996 2.85306 threshold=-0.5138299999999999 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045997468967226926 -8.8818586108567539e-05 6.9341474541685893e-05 leaf_weight=2.4647042341384795 32.014353099806613 70.837735378379875 leaf_count=163 1114 999 internal_value=0 2.01043e-05 internal_weight=0 102.852 internal_count=2276 2113 is_linear=0 shrinkage=0.000439788 Tree=6107 num_leaves=4 num_cat=0 split_feature=43 1 12 split_gain=2.55513 3.40854 2.87085 threshold=-0.17632999999999996 0.079805000000000015 0.091495000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020344074897055706 -0.0076262915042953645 0.0019176624256450696 0.018622102745550363 leaf_weight=6.0762269084516429 26.823943069170127 63.008180162734789 7.6124633294093655 leaf_count=63 1114 1006 93 internal_value=0 -0.000933184 0.00946289 internal_weight=0 89.8321 13.6887 internal_count=2276 2120 156 is_linear=0 shrinkage=0.0224292 Tree=6108 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.9287 3.1665 threshold=-0.27337499999999998 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012638153565967524 -0.018193277452639336 0.0027280766324126854 leaf_weight=7.409032424533506 3.7609601339790961 97.902054905109253 leaf_count=108 97 2083 internal_value=0 0.00195083 internal_weight=0 101.663 internal_count=2288 2180 is_linear=0 shrinkage=0.0224292 Tree=6109 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.80451 3.03277 threshold=-0.27337499999999998 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012384320148868085 -0.0178319641595663 0.0026673608538750311 leaf_weight=7.3918936815753105 3.751595417270436 97.885328254080378 leaf_count=108 97 2083 internal_value=0 0.00190749 internal_weight=0 101.637 internal_count=2288 2180 is_linear=0 shrinkage=0.0224292 Tree=6110 num_leaves=3 num_cat=0 split_feature=43 403 split_gain=2.78834 2.8926 threshold=-0.27337499999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00024056085135474049 1.8784588125230359e-05 0.00032507238553032146 leaf_weight=7.4525738089432698 96.753968986340624 6.3366027755691894 leaf_count=108 2026 154 internal_value=0 3.76677e-05 internal_weight=0 103.091 internal_count=2288 2180 is_linear=0 shrinkage=0.000439788 Tree=6111 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.72086 2.94162 threshold=-0.27337499999999998 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00023945174183979067 -0.0003424571363437811 5.0277830076365431e-05 leaf_weight=7.4378586465609251 3.8124330209102473 99.056975705414516 leaf_count=108 97 2083 internal_value=0 3.56619e-05 internal_weight=0 102.869 internal_count=2288 2180 is_linear=0 shrinkage=0.000439788 Tree=6112 num_leaves=4 num_cat=0 split_feature=52 13 13 split_gain=3.05637 4.02973 3.50333 threshold=0.089735000000000023 -0.09194999999999999 -0.084169999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067051718706677699 -0.010295775900303681 -0.0054939403897136712 0.010710397337353586 leaf_weight=17.484288103238214 5.031928259413692 61.434689052835893 19.107476475302974 leaf_count=245 146 1477 395 internal_value=0 -0.00279029 0.00632692 internal_weight=0 78.919 24.1394 internal_count=2263 1722 541 is_linear=0 shrinkage=0.0224292 Tree=6113 num_leaves=4 num_cat=0 split_feature=52 13 13 split_gain=2.92394 3.85461 3.35264 threshold=0.089735000000000023 -0.09194999999999999 -0.084169999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065684061167885915 -0.010074211463940766 -0.0053725535417411228 0.010484964363527836 leaf_weight=17.448821384168696 5.0277208638435722 61.41433941813375 19.081230559879259 leaf_count=245 146 1477 395 internal_value=0 -0.00272961 0.00619294 internal_weight=0 78.8632 24.109 internal_count=2263 1722 541 is_linear=0 shrinkage=0.0224292 Tree=6114 num_leaves=4 num_cat=0 split_feature=50 50 48 split_gain=2.82927 5.92601 4.20716 threshold=0.10030500000000002 0.10450500000000001 0.12737000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063941533896634561 0.045806094712950232 0.0006707559506324497 -0.023203188654817273 leaf_weight=91.051973354962684 1.971345089492387 5.5286629542169976 4.3369919757969901 leaf_count=1974 21 227 41 internal_value=0 0.0126206 -0.00166975 internal_weight=0 7.50001 95.389 internal_count=2263 248 2015 is_linear=0 shrinkage=0.0224292 Tree=6115 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=3.18574 3.1661 0.847144 threshold=-0.39235499999999995 -0.11689999999999999 -0.4666249999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012851416170402011 -0.00027029473171978499 -8.2227195913115172e-06 0.00042066187274425888 leaf_weight=4.433794535274501 9.9214372182650532 86.522547851949639 3.4009597307885988 leaf_count=98 196 1888 81 internal_value=0 -3.52309e-05 0.000256046 internal_weight=0 96.444 7.83475 internal_count=2263 2084 179 is_linear=0 shrinkage=0.000439788 Tree=6116 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=4.76506 4.21657 2.03533 threshold=0.10384000000000002 0.092805000000000012 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014716595770188128 4.3049506819248964e-05 0.00015438766422990225 0.00030254699419307102 leaf_weight=58.627878148472519 27.781879421847407 10.571415613128918 7.3878103867755263 leaf_count=1627 391 148 130 internal_value=0 -0.000101068 9.76946e-05 internal_weight=0 69.1993 35.1697 internal_count=2296 1775 521 is_linear=0 shrinkage=0.000439788 Tree=6117 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=5.09904 4.31649 1.99901 threshold=0.10384000000000002 0.092805000000000012 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015006027778890804 4.805152920555254e-05 0.00015560854102435634 0.0003050224093634771 leaf_weight=58.507793970882631 27.801022641477175 10.529378774852374 7.4016359548841129 leaf_count=1627 391 148 130 internal_value=0 -0.00010341 0.000102218 internal_weight=0 69.0372 35.2027 internal_count=2296 1775 521 is_linear=0 shrinkage=0.000439788 Tree=6118 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=5.0781 4.28423 2.12677 threshold=0.10384000000000002 0.092805000000000012 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017158977390365613 2.4749959354620192e-05 0.00013341265649084299 0.00029383176009179103 leaf_weight=59.0793023180413 27.228279325179756 10.473682489871861 7.1614675436576354 leaf_count=1627 391 148 130 internal_value=0 -0.000125637 8.09166e-05 internal_weight=0 69.553 34.3897 internal_count=2296 1775 521 is_linear=0 shrinkage=0.000439788 Tree=6119 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=5.06533 4.28173 2.07298 threshold=0.10384000000000002 0.092805000000000012 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015027896394675112 4.577464872385797e-05 0.00015406189989651195 0.00030707901413711572 leaf_weight=58.56487235732493 27.771533175517106 10.53534368854889 7.4306578584364606 leaf_count=1627 391 148 130 internal_value=0 -0.000103848 0.000101069 internal_weight=0 69.1002 35.2022 internal_count=2296 1775 521 is_linear=0 shrinkage=0.000439788 Tree=6120 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.87161 5.12692 threshold=-0.51026999999999989 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030645291456454256 -0.0004840628055154092 -3.725963095981663e-06 leaf_weight=5.3184217725938643 4.4701275369152418 100.8367262054926 leaf_count=45 120 2106 internal_value=0 -2.41996e-05 internal_weight=0 105.307 internal_count=2271 2226 is_linear=0 shrinkage=0.000439788 Tree=6121 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.78407 5.20436 threshold=-0.51026999999999989 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015453279844321708 -0.025207202540352028 -0.00019841171422386726 leaf_weight=5.2533955420949487 4.3517731612082562 99.038065561333497 leaf_count=45 120 2106 internal_value=0 -0.00125551 internal_weight=0 103.39 internal_count=2271 2226 is_linear=0 shrinkage=0.0224292 Tree=6122 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.6672 5.01012 threshold=-0.51026999999999989 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015145934810707697 -0.024809255610039316 -0.00019396109387872495 leaf_weight=5.2403152781480449 4.3230397540610275 99.038705947437847 leaf_count=45 120 2106 internal_value=0 -0.00122787 internal_weight=0 103.362 internal_count=2271 2226 is_linear=0 shrinkage=0.0224292 Tree=6123 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.55513 4.82165 threshold=-0.51026999999999989 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014843968154295053 -0.024410561765048862 -0.00018961028153764446 leaf_weight=5.2275251448154441 4.2957261954434207 99.039332575623121 leaf_count=45 120 2106 internal_value=0 -0.00120082 internal_weight=0 103.335 internal_count=2271 2226 is_linear=0 shrinkage=0.0224292 Tree=6124 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=4.27957 3.0243 threshold=0.25845500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010807671763242291 -0.026092857699816067 0.012749200390786945 leaf_weight=89.582107243393693 3.2104662089695912 8.7103181218262744 leaf_count=1991 70 188 internal_value=0 0.000147032 internal_weight=0 98.2924 internal_count=2249 2179 is_linear=0 shrinkage=0.0224292 Tree=6125 num_leaves=3 num_cat=0 split_feature=13 42 split_gain=4.10971 3.03304 threshold=0.25845500000000005 0.073240000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0031634351970381532 -0.0256251446573432 -0.0049988015274559146 leaf_weight=61.891588562455581 3.1962530443706774 36.330586212336129 leaf_count=1063 70 1116 internal_value=0 0.000143988 internal_weight=0 98.2222 internal_count=2249 2179 is_linear=0 shrinkage=0.0224292 Tree=6126 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=3.74734 3.18685 threshold=0.25554500000000008 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1409935237244983e-05 -0.00046764547527268816 0.00025421698245462339 leaf_weight=90.342633935764752 3.3595012750447486 8.8947351076058094 leaf_count=1988 73 188 internal_value=0 3.3389e-06 internal_weight=0 99.2374 internal_count=2249 2176 is_linear=0 shrinkage=0.000439788 Tree=6127 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.88542 3.10123 threshold=0.25845500000000005 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.1152485613260928e-05 -0.00048801734021952908 0.00011581222269790455 leaf_weight=67.740590172666998 3.2143331851402754 31.508849922538502 leaf_count=1691 70 488 internal_value=0 1.86609e-06 internal_weight=0 99.2494 internal_count=2249 2179 is_linear=0 shrinkage=0.000439788 Tree=6128 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=4.41652 4.93795 threshold=-1.0000000180025095e-35 -0.00363 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050055245679837444 -0.0001452337690062379 5.2137737982358043e-05 leaf_weight=3.074627353984396 43.088324833843217 56.833004047064605 leaf_count=66 1346 844 internal_value=0 -3.29848e-05 internal_weight=0 99.9213 internal_count=2256 2190 is_linear=0 shrinkage=0.000439788 Tree=6129 num_leaves=4 num_cat=0 split_feature=43 0 51 split_gain=4.17489 7.42473 2.39901 threshold=-0.00363 -0.077944999999999987 -0.084389999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014694925254673221 -0.0091239488673017562 0.0037589999454423154 0.0049370252897119682 leaf_weight=23.216354764819698 6.937217956816311 20.762658649124205 49.879911174408335 leaf_count=941 133 459 723 internal_value=0 -0.00598491 0.00321773 internal_weight=0 43.979 56.8171 internal_count=2256 1400 856 is_linear=0 shrinkage=0.0224292 Tree=6130 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=3.96378 4.96503 2.6289 threshold=0.045590000000000006 0.092660000000000006 0.084795000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5228471280774628e-05 -0.0001505369105733489 0.00025134632198013868 0.000332774301393824 leaf_weight=43.17285789741436 45.722355571877415 6.8165601562795919 6.6065023920964441 leaf_count=513 1504 159 80 internal_value=0 -9.8323e-05 7.48299e-05 internal_weight=0 52.5389 49.7794 internal_count=2256 1663 593 is_linear=0 shrinkage=0.000439788 Tree=6131 num_leaves=4 num_cat=0 split_feature=43 0 3 split_gain=4.2471 7.17946 2.5025 threshold=-0.00363 -0.077944999999999987 0.10561500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028272244566492164 1.4431444788466615e-06 7.0788773323854511e-05 0.0001974799895962777 leaf_weight=23.524347218917683 38.862381913677382 21.031102971581277 18.614537418499822 leaf_count=941 660 459 196 internal_value=0 -0.000115899 6.49763e-05 internal_weight=0 44.5555 57.4769 internal_count=2256 1400 856 is_linear=0 shrinkage=0.000439788 Tree=6132 num_leaves=4 num_cat=0 split_feature=52 1 0 split_gain=3.69704 2.51802 1.73463 threshold=0.18829500000000002 0.10342000000000001 -0.16233499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001315268510609358 0.0021490808278417355 0.0064074302568173673 -0.024597287141699873 leaf_weight=65.559488899310963 1.7019639165082479 31.396076601638924 4.2614645723624553 leaf_count=1538 21 487 233 internal_value=0 0.00118626 -0.0169814 internal_weight=0 96.9556 5.96343 internal_count=2279 2025 254 is_linear=0 shrinkage=0.0224292 Tree=6133 num_leaves=4 num_cat=0 split_feature=52 484 0 split_gain=3.5707 2.95629 1.59239 threshold=0.18829500000000002 0.085515000000000022 -0.16233499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8771645190083732e-05 1.6697644062491575e-05 0.00020318092678918074 -0.00048439713808941037 leaf_weight=85.367240691346524 1.6934693101793525 12.119330863119101 4.4181208479240004 leaf_count=1814 21 211 233 internal_value=0 9.83555e-08 -0.000345928 internal_weight=0 97.4866 6.11159 internal_count=2279 2025 254 is_linear=0 shrinkage=0.000439788 Tree=6134 num_leaves=4 num_cat=0 split_feature=52 484 0 split_gain=3.72768 2.95091 1.71285 threshold=0.18829500000000002 0.085515000000000022 -0.16233499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9935825600932055e-06 3.8210456798720108e-05 0.00022271635240037274 -0.00048054335812113919 leaf_weight=86.088912530991365 1.7143985742586663 12.351441959210204 4.3236516851684419 leaf_count=1814 21 211 233 internal_value=0 2.1866e-05 -0.000333596 internal_weight=0 98.4404 6.03805 internal_count=2279 2025 254 is_linear=0 shrinkage=0.000439788 Tree=6135 num_leaves=4 num_cat=0 split_feature=52 484 0 split_gain=3.57787 2.89592 1.70351 threshold=0.18829500000000002 0.085515000000000022 -0.16233499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033263461898717651 0.0020742017222380072 0.01136273045174661 -0.02450242705158465 leaf_weight=84.740144545157818 1.7012320887879466 12.162812305963596 4.1870939731343233 leaf_count=1814 21 211 233 internal_value=0 0.00113726 -0.0168421 internal_weight=0 96.903 5.88833 internal_count=2279 2025 254 is_linear=0 shrinkage=0.0224292 Tree=6136 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=4.08436 3.1814 threshold=0.089025000000000007 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014316494854645031 0.016207904754362366 -0.017913075466068261 leaf_weight=87.332687301041005 6.2132619947369667 6.2995150690403525 leaf_count=1893 93 255 internal_value=0 -0.00254394 internal_weight=0 93.6322 internal_count=2241 2148 is_linear=0 shrinkage=0.0224292 Tree=6137 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=4.00877 3.35808 threshold=0.089025000000000007 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032312044268748198 0.00031469486260386027 -2.3134727871744288e-05 leaf_weight=7.8517950938548884 6.2643783368694121 86.97336259677104 leaf_count=260 93 1888 internal_value=0 -4.80344e-05 internal_weight=0 94.8252 internal_count=2241 2148 is_linear=0 shrinkage=0.000439788 Tree=6138 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=3.93122 3.18166 threshold=0.089025000000000007 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016258292844304814 0.015986468137289791 -0.0012449254582900888 leaf_weight=7.7225399794406249 6.158729937975294 85.882147691550927 leaf_count=260 93 1888 internal_value=0 -0.00248662 internal_weight=0 93.6047 internal_count=2241 2148 is_linear=0 shrinkage=0.0224292 Tree=6139 num_leaves=3 num_cat=0 split_feature=147 2 split_gain=3.79348 3.17978 threshold=0.089025000000000007 0.08826500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001479624039604737 0.00030930609803067757 1.7716419035071034e-05 leaf_weight=36.523316901852013 6.1598647544451515 57.905397011745663 leaf_count=1073 93 1075 internal_value=0 -4.63821e-05 internal_weight=0 94.4287 internal_count=2241 2148 is_linear=0 shrinkage=0.000439788 Tree=6140 num_leaves=4 num_cat=0 split_feature=42 4 457 split_gain=3.13237 3.82827 2.54205 threshold=-1.0000000180025095e-35 0.10621000000000001 0.092360000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030550573662874717 3.4205122035211575e-05 0.00015285970459103001 0.00026864628040625322 leaf_weight=10.52940203511025 85.149411885067821 5.2781116894911966 9.9777146584528946 leaf_count=558 1573 67 83 internal_value=0 -0.000152458 5.88442e-05 internal_weight=0 15.8075 95.1271 internal_count=2281 625 1656 is_linear=0 shrinkage=0.000439788 Tree=6141 num_leaves=4 num_cat=0 split_feature=42 4 457 split_gain=3.24877 3.8002 2.50776 threshold=-1.0000000180025095e-35 0.10621000000000001 0.092360000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030766375869305024 3.4908041882988829e-05 0.00014886275524376562 0.00026746770557747987 leaf_weight=10.561167723451943 84.990001111398669 5.2757846546010105 10.008371436066225 leaf_count=558 1573 67 83 internal_value=0 -0.000155584 5.94577e-05 internal_weight=0 15.837 94.9984 internal_count=2281 625 1656 is_linear=0 shrinkage=0.000439788 Tree=6142 num_leaves=4 num_cat=0 split_feature=42 4 457 split_gain=3.19667 3.73215 2.43159 threshold=-1.0000000180025095e-35 0.10621000000000001 0.092360000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015765846739276362 0.0017619618107118241 0.0074935387988359177 0.013536903172050304 leaf_weight=10.336075319402878 83.717080320460809 5.2059055627905755 9.8441984804521763 leaf_count=558 1573 67 83 internal_value=0 -0.0079753 0.00300339 internal_weight=0 15.542 93.5613 internal_count=2281 625 1656 is_linear=0 shrinkage=0.0224292 Tree=6143 num_leaves=3 num_cat=0 split_feature=160 42 split_gain=3.13377 3.33624 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004846670583832991 -0.00014824680351777967 7.1017322521133675e-05 leaf_weight=2.2330277933142488 15.660826651022942 93.207057805506338 leaf_count=171 597 1513 internal_value=0 3.94553e-05 internal_weight=0 108.868 internal_count=2281 2110 is_linear=0 shrinkage=0.000439788 Tree=6144 num_leaves=3 num_cat=0 split_feature=15 158 split_gain=2.47492 3.08898 threshold=-0.47522499999999995 0.09031500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02392850171057731 -0.00056296483389317164 -0.019939245166971632 leaf_weight=1.9624699906271406 98.316139095870312 4.3019511378333837 leaf_count=63 2061 175 internal_value=0 -0.00137881 internal_weight=0 102.618 internal_count=2299 2236 is_linear=0 shrinkage=0.0224292 Tree=6145 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=2.64534 4.26881 2.39709 threshold=0.11588000000000001 0.088350000000000026 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5041992827232144e-05 0.00024967564568417625 0.00020581593726355847 -9.5619548568241647e-05 leaf_weight=77.030254350918767 11.986456546263073 11.156734968448289 5.7390205217525354 leaf_count=1913 193 94 99 internal_value=0 -4.82083e-05 0.000137896 internal_weight=0 88.187 17.7255 internal_count=2299 2007 292 is_linear=0 shrinkage=0.000439788 Tree=6146 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=2.58311 4.32198 2.31388 threshold=0.11588000000000001 0.088350000000000026 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4659088669338978e-05 0.00024536867404803011 0.0002075862762825689 -9.3082720037833733e-05 leaf_weight=77.362004180098666 12.040888993506089 11.186390128452329 5.7667484745907123 leaf_count=1913 193 94 99 internal_value=0 -4.77027e-05 0.000135784 internal_weight=0 88.5484 17.8076 internal_count=2299 2007 292 is_linear=0 shrinkage=0.000439788 Tree=6147 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=2.66079 4.24029 2.45104 threshold=0.11588000000000001 0.088350000000000026 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3599798711214867e-05 0.00025165213030648234 0.0002053533559956326 -9.6501294885318451e-05 leaf_weight=77.622474099025567 12.06254662803258 11.226893267215926 5.7707961613486978 leaf_count=1913 193 94 99 internal_value=0 -4.70518e-05 0.000139008 internal_weight=0 88.8494 17.8333 internal_count=2299 2007 292 is_linear=0 shrinkage=0.000439788 Tree=6148 num_leaves=4 num_cat=0 split_feature=133 47 133 split_gain=2.30574 3.61204 2.47136 threshold=-0.15580999999999998 0.087235000000000021 -0.23178999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071143776849319658 0.000338082975515858 -0.011494846035869066 0.027472906117865781 leaf_weight=4.2481143978657201 83.124928728979285 15.359253771515794 2.9177388078533104 leaf_count=155 1861 254 33 internal_value=0 -0.00150921 0.011652 internal_weight=0 98.4842 7.16585 internal_count=2303 2115 188 is_linear=0 shrinkage=0.0224292 Tree=6149 num_leaves=4 num_cat=0 split_feature=123 13 2 split_gain=2.35709 2.99553 2.37652 threshold=1.0000000180025095e-35 -0.5242349999999999 0.093705000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058427421105302941 -0.00012931548750680464 -2.0707229534820943e-05 0.00038145457676028296 leaf_weight=1.8399022602243338 2.5932509804842976 97.583990144408745 5.4252346115536056 leaf_count=18 74 2095 116 internal_value=0 -3.12466e-05 0.000216352 internal_weight=0 99.4239 8.01849 internal_count=2303 2113 190 is_linear=0 shrinkage=0.000439788 Tree=6150 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=2.4348 2.98583 1.49362 threshold=1.0000000180025095e-35 -0.10075499999999998 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8615561716721602e-05 6.2163398824315635e-05 -7.5620637264258356e-05 0.00044644244238902322 leaf_weight=25.622107690112898 4.7695083881844749 73.689336431621996 3.3063539183640387 leaf_count=305 96 1808 94 internal_value=0 -3.06578e-05 0.000220174 internal_weight=0 99.3114 8.07586 internal_count=2303 2113 190 is_linear=0 shrinkage=0.000439788 Tree=6151 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=2.32343 6.19409 2.95916 threshold=-0.11437499999999999 0.10613000000000002 -0.08130999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042239534070347763 0.00019125858631457277 0.00016938694249945402 -2.1272082344780445e-05 leaf_weight=8.2770772092335374 15.085351702786282 5.8072470177721689 78.634777619066881 leaf_count=270 177 128 1728 internal_value=0 -0.000178493 1.29692e-05 internal_weight=0 14.0843 93.7201 internal_count=2303 398 1905 is_linear=0 shrinkage=0.000439788 Tree=6152 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=3.3652 3.93063 3.65804 threshold=0.27467500000000006 0.092805000000000012 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044715217822556535 0.018338782994589145 0.0076887599489925233 -0.0053078614621205941 leaf_weight=72.43035912790765 8.8518143164983467 16.380864984254004 5.2210054366732939 leaf_count=1799 168 213 88 internal_value=0 -0.00222744 0.00957059 internal_weight=0 88.8112 14.0728 internal_count=2268 2012 256 is_linear=0 shrinkage=0.0224292 Tree=6153 num_leaves=4 num_cat=0 split_feature=4 3 3 split_gain=3.23664 3.89287 3.55328 threshold=0.27467500000000006 0.10561500000000001 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044530617879947314 0.018170664290930255 0.0075207916849472523 -0.0051805097369896705 leaf_weight=71.897059280350732 8.7348410246631811 16.84389987308532 5.2297396530630058 leaf_count=1891 168 121 88 internal_value=0 -0.00217918 0.00943051 internal_weight=0 88.741 13.9646 internal_count=2268 2012 256 is_linear=0 shrinkage=0.0224292 Tree=6154 num_leaves=4 num_cat=0 split_feature=4 3 3 split_gain=3.41282 3.80584 3.447 threshold=0.27467500000000006 0.10561500000000001 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5954862403899904e-05 0.00035665403861149175 0.00014513001806804073 -8.9609227289337567e-05 leaf_weight=72.884489895586739 8.9012749190587765 16.980655345250852 5.3484888523817053 leaf_count=1891 168 121 88 internal_value=0 -4.22682e-05 0.000189258 internal_weight=0 89.8651 14.2498 internal_count=2268 2012 256 is_linear=0 shrinkage=0.000439788 Tree=6155 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=3.11618 3.73403 3.44898 threshold=0.27467500000000006 0.092805000000000012 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043215390901206801 0.018001668923831707 0.0075398389266655551 -0.0050447316274986765 leaf_weight=72.306296736145669 8.6238894424022856 16.356306917732581 5.2405775995575814 leaf_count=1799 168 213 88 internal_value=0 -0.00213222 0.00929549 internal_weight=0 88.6626 13.8645 internal_count=2268 2012 256 is_linear=0 shrinkage=0.0224292 Tree=6156 num_leaves=4 num_cat=0 split_feature=403 15 403 split_gain=3.35711 2.66579 2.52069 threshold=0.092660000000000006 0.024785000000000005 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041653839982274917 0.027372228727877361 -0.0090434589085500502 0.0018587499437177071 leaf_weight=75.296408513000642 3.6500572475488289 18.689455094996447 4.1595357687183423 leaf_count=1353 32 753 146 internal_value=0 -0.00146607 0.0138209 internal_weight=0 93.9859 7.80959 internal_count=2284 2106 178 is_linear=0 shrinkage=0.0224292 Tree=6157 num_leaves=4 num_cat=0 split_feature=403 15 403 split_gain=3.15639 2.63041 2.43853 threshold=0.092660000000000006 0.024785000000000005 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5118042543779585e-06 0.00052574011858296291 -0.00017374295692065134 3.4761021269966909e-05 leaf_weight=76.073978001106298 3.6358937053009859 18.897029488009139 4.2166714560298715 leaf_count=1353 32 753 146 internal_value=0 -2.69792e-05 0.000262818 internal_weight=0 94.971 7.85257 internal_count=2284 2106 178 is_linear=0 shrinkage=0.000439788 Tree=6158 num_leaves=4 num_cat=0 split_feature=403 1 403 split_gain=3.02737 2.67787 2.45604 threshold=0.092660000000000006 0.077765000000000015 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014257086817382874 0.00052098295288900568 1.9972941124612186e-05 2.7850826655285998e-05 leaf_weight=27.596194771522278 3.6286764134565592 67.558306099916081 4.2104566460329806 leaf_count=1068 32 1038 146 internal_value=0 -2.71863e-05 0.000256829 internal_weight=0 95.1545 7.83913 internal_count=2284 2106 178 is_linear=0 shrinkage=0.000439788 Tree=6159 num_leaves=4 num_cat=0 split_feature=403 1 403 split_gain=3.09919 2.89375 2.45992 threshold=0.092660000000000006 0.077765000000000015 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014721381490840555 0.00052340867474659383 2.1216364771261622e-05 3.0716504867667233e-05 leaf_weight=27.796596303564002 3.6352516217448274 67.850533949989767 4.2328337245271541 leaf_count=1068 32 1038 146 internal_value=0 -2.77518e-05 0.000259069 internal_weight=0 95.6471 7.86809 internal_count=2284 2106 178 is_linear=0 shrinkage=0.000439788 Tree=6160 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=3.34908 5.68468 5.08881 threshold=-0.068504999999999996 0.19806500000000002 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018104344169376802 -0.0012220709931713594 -0.02287689321558024 0.014530528793033699 leaf_weight=24.220942376628955 52.686434389263013 6.8781461966500492 15.8449819892121 leaf_count=673 1118 175 322 internal_value=0 -0.00372916 0.00465581 internal_weight=0 59.5646 40.0659 internal_count=2288 1293 995 is_linear=0 shrinkage=0.0224292 Tree=6161 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=2.96331 5.48119 4.86997 threshold=-0.068504999999999996 0.19806500000000002 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9224300963685271e-05 -2.2560984585202255e-05 -0.00043607418812624104 0.00027118161113163472 leaf_weight=24.860295652772038 53.798490802000742 6.9887259882307253 16.087870271789143 leaf_count=673 1118 175 322 internal_value=0 -7.02247e-05 8.27987e-05 internal_weight=0 60.7872 40.9482 internal_count=2288 1293 995 is_linear=0 shrinkage=0.000439788 Tree=6162 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=3.19807 5.47441 4.88465 threshold=-0.068504999999999996 0.19806500000000002 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017741554541468255 -0.0011931831880604962 -0.022502278812177364 0.014255354382672183 leaf_weight=24.223712478142261 52.711040714502815 6.8349635515914988 15.779418390535282 leaf_count=673 1118 175 322 internal_value=0 -0.00364557 0.00455254 internal_weight=0 59.546 40.0031 internal_count=2288 1293 995 is_linear=0 shrinkage=0.0224292 Tree=6163 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=3.06083 5.27423 4.69201 threshold=-0.068504999999999996 0.19806500000000002 -0.077774999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017350649260165401 -0.0011663578313523156 -0.022141224251086129 0.013996891145821231 leaf_weight=24.214441618034471 52.714301563595654 6.7914273516216772 15.711472339695318 leaf_count=673 1118 175 322 internal_value=0 -0.00356657 0.00445944 internal_weight=0 59.5057 39.9259 internal_count=2288 1293 995 is_linear=0 shrinkage=0.0224292 Tree=6164 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=3.27446 3.10318 threshold=-0.50913499999999989 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017352534372394601 -0.029607594415117202 -0.00059860208367996286 leaf_weight=5.0354429003491523 1.8729653882473929 95.065919128213864 leaf_count=42 45 2153 internal_value=0 -0.00116481 internal_weight=0 96.9389 internal_count=2240 2198 is_linear=0 shrinkage=0.0224292 Tree=6165 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=3.13962 2.98678 threshold=-0.50913499999999989 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01702167454985171 -0.029130769183925216 -0.00058516379862349403 leaf_weight=5.0187455955019677 1.8613716902182194 95.068302452495118 leaf_count=42 45 2153 internal_value=0 -0.00113896 internal_weight=0 96.9297 internal_count=2240 2198 is_linear=0 shrinkage=0.0224292 Tree=6166 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=2.90945 4.87072 2.79353 threshold=-0.17632999999999996 -0.077774999999999983 0.19762500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042580491348387904 -0.00015947577275012383 4.9320541386804387e-05 -3.858520290181748e-06 leaf_weight=5.6782206712814496 34.16307074413271 58.731092985683063 6.0177300071227364 leaf_count=49 1197 898 96 internal_value=0 -2.74841e-05 0.000205091 internal_weight=0 92.8942 11.696 internal_count=2240 2095 145 is_linear=0 shrinkage=0.000439788 Tree=6167 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=3.10045 4.47939 2.81207 threshold=-0.17632999999999996 -0.077774999999999983 0.19762500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022140355588704502 -0.0081951878790304002 0.002163038196659188 -4.1784131525719845e-05 leaf_weight=5.5708219569351041 33.105971584769577 57.375820773180749 5.9196517327218316 leaf_count=49 1197 898 96 internal_value=0 -0.00162782 0.0107315 internal_weight=0 90.4818 11.4905 internal_count=2240 2095 145 is_linear=0 shrinkage=0.0224292 Tree=6168 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=3.02876 3.42659 threshold=-0.08070999999999999 -0.016164999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037257294362905239 0.00017441597329270281 -2.0395038823066937e-05 leaf_weight=3.8576022770721456 22.542729315984616 77.2614710516591 leaf_count=37 357 1842 internal_value=0 2.36318e-05 internal_weight=0 99.8042 internal_count=2236 2199 is_linear=0 shrinkage=0.000439788 Tree=6169 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=3.11488 3.41364 threshold=-0.08070999999999999 -0.23006999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019392109726741866 0.01407058922392228 -0.00016738575009360397 leaf_weight=3.8268179828301063 9.3396212194929813 89.332861512462841 leaf_count=37 65 2134 internal_value=0 0.00118274 internal_weight=0 98.6725 internal_count=2236 2199 is_linear=0 shrinkage=0.0224292 Tree=6170 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=2.97227 3.36361 threshold=-0.08070999999999999 -0.016164999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018923765534986439 0.0088109329495308 -0.0010838900683434148 leaf_weight=3.8339616514276704 22.32291008883476 76.31108405888881 leaf_count=37 357 1842 internal_value=0 0.00115678 internal_weight=0 98.634 internal_count=2236 2199 is_linear=0 shrinkage=0.0224292 Tree=6171 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.83632 3.25147 threshold=-0.08070999999999999 -0.23006999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018467478072298323 0.013744224767260338 -0.00018372157646246945 leaf_weight=3.8409636118449262 9.292239306989357 89.289606770169485 leaf_count=37 65 2134 internal_value=0 0.00113152 internal_weight=0 98.5818 internal_count=2236 2199 is_linear=0 shrinkage=0.0224292 Tree=6172 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=2.63938 2.81837 threshold=0.29113500000000009 -0.082894999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0064167267235521091 0.01699365410453086 -0.001858577289457881 leaf_weight=28.971740315508214 5.1131910895928732 72.415582857882328 leaf_count=586 24 1652 internal_value=0 0.000506879 internal_weight=0 101.387 internal_count=2262 2238 is_linear=0 shrinkage=0.0224292 Tree=6173 num_leaves=3 num_cat=0 split_feature=2 12 split_gain=2.53149 2.75921 threshold=-0.10197499999999998 -0.12529499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037579445078060733 -0.00052219787795428248 2.1285073311105251e-05 leaf_weight=3.8101545347017227 1.8201212335843582 102.39806629044506 leaf_count=68 53 2141 internal_value=0 1.16995e-05 internal_weight=0 104.218 internal_count=2262 2194 is_linear=0 shrinkage=0.000439788 Tree=6174 num_leaves=3 num_cat=0 split_feature=457 2 split_gain=2.70476 2.87391 threshold=0.29113500000000009 -0.10197499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037849948047925515 0.00033363088553810364 -6.4003550917019908e-06 leaf_weight=3.8805014613899393 5.1683270437642923 99.131922608086825 leaf_count=68 24 2170 internal_value=0 8.16635e-06 internal_weight=0 103.012 internal_count=2262 2238 is_linear=0 shrinkage=0.000439788 Tree=6175 num_leaves=3 num_cat=0 split_feature=2 15 split_gain=2.49082 2.53411 threshold=-0.10197499999999998 -0.11406499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019143418149600546 -0.0079692718229562448 0.0020574123318674109 leaf_weight=3.7642109812004483 14.797429712543815 87.944710920495709 leaf_count=68 320 1874 internal_value=0 0.000612107 internal_weight=0 102.742 internal_count=2262 2194 is_linear=0 shrinkage=0.0224292 Tree=6176 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=2.92675 2.94162 threshold=-0.22665999999999997 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004026103068120665 -7.1399113975678706e-05 8.4063087833485247e-05 leaf_weight=3.3847146974876514 61.691000216487737 38.041237234065193 leaf_count=17 1662 573 internal_value=0 -1.20958e-05 internal_weight=0 99.7322 internal_count=2252 2235 is_linear=0 shrinkage=0.000439788 Tree=6177 num_leaves=3 num_cat=0 split_feature=150 401 split_gain=2.97562 2.54362 threshold=-0.22665999999999997 0.078085000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040737169519786999 6.7175380410999472e-06 -0.00034039497240947569 leaf_weight=3.4320718310773364 96.96611256802862 4.2435685927630393 leaf_count=17 2017 218 internal_value=0 -7.89781e-06 internal_weight=0 101.21 internal_count=2252 2235 is_linear=0 shrinkage=0.000439788 Tree=6178 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=2.92455 2.78682 threshold=-0.22665999999999997 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039833717491381284 -7.1963218837303735e-05 7.8836306856627702e-05 leaf_weight=3.4143996872007838 62.105312828141905 38.306307902719709 leaf_count=17 1662 573 internal_value=0 -1.44302e-05 internal_weight=0 100.412 internal_count=2252 2235 is_linear=0 shrinkage=0.000439788 Tree=6179 num_leaves=4 num_cat=0 split_feature=401 0 2 split_gain=2.68396 2.14014 0.770642 threshold=0.078085000000000016 -0.10023499999999998 0.091185000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7481839418127209e-05 -0.00047750236161454434 -4.2497781751531981e-05 -8.0124443100380085e-05 leaf_weight=43.773041057524097 2.7753153242811086 55.599424023543179 1.4388073343143331 leaf_count=423 153 1611 65 internal_value=0 1.47634e-05 -0.000342801 internal_weight=0 99.3725 4.21412 internal_count=2252 2034 218 is_linear=0 shrinkage=0.000439788 Tree=6180 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.50124 3.1937 threshold=-0.095559999999999992 0.090115000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022550860685473576 0.00082517553435290701 0.020210148773075778 leaf_weight=3.0725346978288135 97.152467246520246 4.4533926842850624 leaf_count=37 2158 58 internal_value=0 0.00167846 internal_weight=0 101.606 internal_count=2253 2216 is_linear=0 shrinkage=0.0224292 Tree=6181 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.34839 3.10731 threshold=-0.095559999999999992 0.093875000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022057796576756696 0.0009434859443358544 0.023683962131192757 leaf_weight=3.0712036937475196 98.452369924469167 3.0995734594762316 leaf_count=37 2174 42 internal_value=0 0.00164189 internal_weight=0 101.552 internal_count=2253 2216 is_linear=0 shrinkage=0.0224292 Tree=6182 num_leaves=4 num_cat=0 split_feature=15 457 15 split_gain=3.317 3.69978 3.63065 threshold=0.09167500000000002 0.079590000000000008 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081574113264051634 -0.018008483272559422 0.016581679542765473 0.015971100212096218 leaf_weight=85.849178224700154 8.0662354504584055 1.9102643383666862 8.7450506052009569 leaf_count=1724 353 15 161 internal_value=0 -0.0113663 0.00221976 internal_weight=0 9.9765 94.5942 internal_count=2253 368 1885 is_linear=0 shrinkage=0.0224292 Tree=6183 num_leaves=4 num_cat=0 split_feature=0 13 12 split_gain=2.96926 2.69939 1.35555 threshold=-0.020899999999999998 0.16421000000000002 0.084345000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0946094044714144e-06 0.00032726093668822601 -0.00030191356059900917 7.2310596449031485e-05 leaf_weight=83.934203247095866 7.6872132993885343 5.7495241793803862 8.4930601649684814 leaf_count=1883 143 109 118 internal_value=0 -1.09038e-05 0.00019368 internal_weight=0 89.6837 16.1803 internal_count=2253 1992 261 is_linear=0 shrinkage=0.000439788 Tree=6184 num_leaves=4 num_cat=0 split_feature=52 42 160 split_gain=3.05336 3.46112 2.46673 threshold=-0.05819499999999999 -0.09551999999999998 -0.026164999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01527865329393349 0.01449903269174418 -0.0034083432681509531 0.0023916171241873505 leaf_weight=10.728010193997759 5.9371644289167298 61.433185740736008 24.550738413014187 leaf_count=131 111 1476 513 internal_value=0 -0.00182655 0.00631662 internal_weight=0 67.3704 35.2787 internal_count=2231 1587 644 is_linear=0 shrinkage=0.0224292 Tree=6185 num_leaves=4 num_cat=0 split_feature=52 42 160 split_gain=2.922 3.31057 2.37546 threshold=-0.05819499999999999 -0.09551999999999998 -0.026164999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015004613562800646 0.014189682106829801 -0.0033322039200599585 0.002338261263614166 leaf_weight=10.679828365944557 5.931018659270193 61.428022503971079 24.548198149077507 leaf_count=131 111 1476 513 internal_value=0 -0.0017858 0.00618428 internal_weight=0 67.359 35.228 internal_count=2231 1587 644 is_linear=0 shrinkage=0.0224292 Tree=6186 num_leaves=4 num_cat=0 split_feature=52 133 52 split_gain=2.88687 3.13614 2.40629 threshold=-0.05819499999999999 -0.24395999999999998 -0.085984999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.228881334722451e-05 -0.00062774337604273476 -2.040363956970287e-05 0.0002894093002120582 leaf_weight=24.531300849630497 1.6671806287522475 66.387123923512263 11.042169693944741 leaf_count=495 112 1475 149 internal_value=0 -3.5454e-05 0.00011911 internal_weight=0 68.0543 35.5735 internal_count=2231 1587 644 is_linear=0 shrinkage=0.000439788 Tree=6187 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.89997 3.30763 threshold=-0.092609999999999984 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021230454325868894 0.00052286611657442598 0.017486451924754398 leaf_weight=2.8680847021751097 93.534265172973392 6.1444687848561435 leaf_count=38 2107 86 internal_value=0 0.0015717 internal_weight=0 99.6787 internal_count=2231 2193 is_linear=0 shrinkage=0.0224292 Tree=6188 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=3.03925 4.43486 1.35642 threshold=0.27190000000000009 -0.14097499999999996 0.41370500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042429829385467842 0.00042476999300019013 3.9153117712318519e-05 0.00014088647068163194 leaf_weight=4.1592537075157443 4.7734077822533427 90.292246984789017 10.254953267562085 leaf_count=120 65 1897 199 internal_value=0 1.8663e-05 0.00023148 internal_weight=0 94.4515 15.0284 internal_count=2281 2017 264 is_linear=0 shrinkage=0.000439788 Tree=6189 num_leaves=4 num_cat=0 split_feature=48 49 15 split_gain=2.1834 3.03536 3.01356 threshold=0.092805000000000012 -0.05307499999999999 -0.038029999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013809664903759842 5.5483035074951011e-05 5.7712391773915934e-05 0.00040770694032765941 leaf_weight=19.612031782686245 14.293523791988266 69.579143731956719 6.9849180770106605 leaf_count=228 232 1784 37 internal_value=0 1.46361e-05 0.000171367 internal_weight=0 89.1912 21.2784 internal_count=2281 2012 269 is_linear=0 shrinkage=0.000439788 Tree=6190 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=2.89211 4.47587 1.39636 threshold=0.27190000000000009 -0.14097499999999996 0.41370500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021910886060915083 0.021664760652959004 0.0020068672290943644 0.0068832844240262411 leaf_weight=4.0984732528922896 4.7199289749260052 89.302389107806448 10.093467495476942 leaf_count=120 65 1897 199 internal_value=0 0.000953082 0.0116149 internal_weight=0 93.4009 14.8134 internal_count=2281 2017 264 is_linear=0 shrinkage=0.0224292 Tree=6191 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=2.79212 4.30923 1.37919 threshold=0.27190000000000009 -0.14097499999999996 0.41370500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021597057410403669 0.021531547841265115 0.0019618231544916687 0.00675219168330437 leaf_weight=4.0654224790559956 4.6435932955064336 89.304239798342678 10.059407071632448 leaf_count=120 65 1897 199 internal_value=0 0.000931837 0.0114418 internal_weight=0 93.3697 14.703 internal_count=2281 2017 264 is_linear=0 shrinkage=0.0224292 Tree=6192 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.78097 3.88093 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030512312138615525 0.028475377927614728 0.00014471496181937487 leaf_weight=2.4898444588470729 2.4725738200359038 102.42167803447592 leaf_count=126 19 2117 internal_value=0 0.000817587 internal_weight=0 104.894 internal_count=2262 2136 is_linear=0 shrinkage=0.0224292 Tree=6193 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.57036 3.32723 threshold=-0.11377999999999998 -0.10324499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058029547040625311 0.00051204612552347643 4.6715511430003699e-06 leaf_weight=2.5187071674663448 2.5424542025430119 103.79429095409432 leaf_count=126 21 2115 internal_value=0 1.68923e-05 internal_weight=0 106.337 internal_count=2262 2136 is_linear=0 shrinkage=0.000439788 Tree=6194 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=3.76867 3.11992 threshold=-0.10924999999999999 -0.092059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025307128947862013 0.01708840544595536 -0.00014018229046905081 leaf_weight=2.8429805731138904 5.5671442094608201 98.961960903558065 leaf_count=137 92 2033 internal_value=0 0.000780352 internal_weight=0 104.529 internal_count=2262 2125 is_linear=0 shrinkage=0.0224292 Tree=6195 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=4.3708 3.31935 threshold=-0.11377999999999998 -0.10324499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057194698388178609 0.00051075839104961298 3.1686862473468397e-06 leaf_weight=2.4894144635763942 2.5342941295821211 103.34616957274557 leaf_count=126 21 2115 internal_value=0 1.5408e-05 internal_weight=0 105.88 internal_count=2262 2136 is_linear=0 shrinkage=0.000439788 Tree=6196 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.68059 4.62978 3.87507 threshold=-0.018054999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011149810193488648 0.025249559133703046 0.00073173878379169204 0.0020958598840115604 leaf_weight=22.203884741502407 5.1544727024593184 64.039490351246059 12.25185626617167 leaf_count=1111 87 897 178 internal_value=0 -0.00232903 0.00897243 internal_weight=0 86.2434 17.4063 internal_count=2273 2008 265 is_linear=0 shrinkage=0.0224292 Tree=6197 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.53081 4.94214 3.89002 threshold=-0.018054999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022186334475039198 0.00049155527513365519 1.71142482265827e-05 3.7512476012100975e-05 leaf_weight=22.528688372683973 5.1633741436671725 64.942005675173277 12.351197499316184 leaf_count=1111 87 897 178 internal_value=0 -4.44711e-05 0.000171756 internal_weight=0 87.4707 17.5146 internal_count=2273 2008 265 is_linear=0 shrinkage=0.000439788 Tree=6198 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=3.5295 4.45629 1.46831 threshold=-0.018054999999999998 1.0000000180025095e-35 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010959263931041026 0.004833494025843774 0.00071806721250740281 0.019544726123972598 leaf_weight=22.097493491226487 12.663564146409046 64.0510018008099 4.6635118992417111 leaf_count=1111 237 897 28 internal_value=0 -0.00227899 0.00881012 internal_weight=0 86.1485 17.3271 internal_count=2273 2008 265 is_linear=0 shrinkage=0.0224292 Tree=6199 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.2814 4.61767 3.87727 threshold=-0.018054999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021604576585396951 0.0004866863009371018 1.610600726211521e-05 3.2041750578865784e-05 leaf_weight=22.25016071410937 5.1147231069771832 64.762341814413958 12.379576094914226 leaf_count=1111 87 897 178 internal_value=0 -4.32924e-05 0.00016535 internal_weight=0 87.0125 17.4943 internal_count=2273 2008 265 is_linear=0 shrinkage=0.000439788 Tree=6200 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=4.10135 3.65782 2.52667 threshold=0.10258000000000002 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5968357309678265e-06 -0.00048440367939222 0.00032950593342828227 9.1826672318074637e-05 leaf_weight=92.452316805123701 5.0031189085711949 7.303350668778875 2.0742504500667565 leaf_count=1853 195 187 58 internal_value=0 3.02963e-05 -0.000315728 internal_weight=0 99.7557 7.07737 internal_count=2293 2040 253 is_linear=0 shrinkage=0.000439788 Tree=6201 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=4.06066 3.5948 2.55989 threshold=0.10258000000000002 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1744854512702753e-06 -0.00048398694235486623 0.00032709329138419767 9.6379284086234822e-05 leaf_weight=92.229420439452952 5.0114625252754186 7.265237986604915 2.0689093028195202 leaf_count=1853 195 187 58 internal_value=0 2.96667e-05 -0.000314599 internal_weight=0 99.4947 7.08037 internal_count=2293 2040 253 is_linear=0 shrinkage=0.000439788 Tree=6202 num_leaves=4 num_cat=0 split_feature=42 48 39 split_gain=4.17103 3.24963 2.44287 threshold=0.10258000000000002 0.12879500000000002 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024272640162138421 -0.024767754964612029 -0.018439581052229738 0.0044763605044764272 leaf_weight=94.509933516568708 4.9572087243141132 3.8907785310293539 2.0130765770445578 leaf_count=1994 195 46 58 internal_value=0 0.00159877 -0.0163327 internal_weight=0 98.4007 6.97029 internal_count=2293 2040 253 is_linear=0 shrinkage=0.0224292 Tree=6203 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=3.95268 3.55363 2.47108 threshold=0.10258000000000002 0.10357500000000001 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8869712331496257e-06 -0.00048053108657333126 0.00032416788700451193 9.2478376365319516e-05 leaf_weight=92.127619487433549 4.9358490651356979 7.3052072651917106 2.0534044909873046 leaf_count=1853 195 187 58 internal_value=0 2.93284e-05 -0.000312391 internal_weight=0 99.4328 6.98925 internal_count=2293 2040 253 is_linear=0 shrinkage=0.000439788 Tree=6204 num_leaves=4 num_cat=0 split_feature=457 49 159 split_gain=3.72594 3.03041 2.7185 threshold=-0.0046349999999999994 -0.0086549999999999978 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049720877156396448 1.7435421427499365e-05 3.380939697852123e-05 -0.00033159211110024274 leaf_weight=5.5188890303543303 88.683709621176604 3.3238341036194452 4.5178317995305397 leaf_count=123 1908 65 183 internal_value=0 -0.000297965 4.52288e-07 internal_weight=0 8.84272 93.2015 internal_count=2279 188 2091 is_linear=0 shrinkage=0.000439788 Tree=6205 num_leaves=4 num_cat=0 split_feature=457 49 159 split_gain=3.56555 3.05275 2.71308 threshold=-0.0046349999999999994 -0.0086549999999999978 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049167891647162879 1.7015301540851922e-05 3.9787380901206095e-05 -0.00033032916569663949 leaf_weight=5.524257050579763 88.987455454556766 3.3515763575851434 4.553762563285999 leaf_count=123 1908 65 183 internal_value=0 -0.000291339 4.19619e-08 internal_weight=0 8.87583 93.5412 internal_count=2279 188 2091 is_linear=0 shrinkage=0.000439788 Tree=6206 num_leaves=4 num_cat=0 split_feature=457 49 159 split_gain=3.5007 3.12509 2.73824 threshold=-0.0046349999999999994 -0.0086549999999999978 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004914373694609261 1.6176655367037534e-05 4.3481750620603074e-05 -0.0003308481833985159 leaf_weight=5.5480799270153511 89.227520496544457 3.3993088844290451 4.6066815369558745 leaf_count=123 1908 65 183 internal_value=0 -0.00028855 -9.23957e-07 internal_weight=0 8.94739 93.8342 internal_count=2279 188 2091 is_linear=0 shrinkage=0.000439788 Tree=6207 num_leaves=4 num_cat=0 split_feature=457 49 159 split_gain=3.55739 3.10932 2.69926 threshold=-0.0046349999999999994 -0.0086549999999999978 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049315682678567174 1.7203124738465096e-05 4.1712171677412198e-05 -0.0003280780927445985 leaf_weight=5.5230907761579147 89.070272652270432 3.3821657391090394 4.5864000958827082 leaf_count=123 1908 65 183 internal_value=0 -0.000290362 2.31163e-07 internal_weight=0 8.90526 93.6567 internal_count=2279 188 2091 is_linear=0 shrinkage=0.000439788 Tree=6208 num_leaves=3 num_cat=0 split_feature=9 1213 split_gain=2.59963 2.19554 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039092619895610657 -0.00029698496372711783 8.2691743310027466e-06 leaf_weight=3.2790190392988725 4.7552739379534605 100.21380313909322 leaf_count=70 342 1891 internal_value=0 -5.61083e-06 internal_weight=0 104.969 internal_count=2303 2233 is_linear=0 shrinkage=0.000439788 Tree=6209 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=2.5797 2.33336 threshold=-1.0000000180025095e-35 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039054849810326599 0.0001315044082226281 -3.6178418800274819e-05 leaf_weight=3.2747191436355925 19.740990105288802 85.482627130437322 leaf_count=70 276 1957 internal_value=0 -4.70131e-06 internal_weight=0 105.224 internal_count=2303 2233 is_linear=0 shrinkage=0.000439788 Tree=6210 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=2.51875 2.19064 threshold=-1.0000000180025095e-35 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019842533986302039 0.0065145211766771049 -0.001822453499374647 leaf_weight=3.2143052404717301 19.497109421121422 84.513905757165048 leaf_count=70 276 1957 internal_value=0 -0.000258759 internal_weight=0 104.011 internal_count=2303 2233 is_linear=0 shrinkage=0.0224292 Tree=6211 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=2.31906 3.14386 1.51228 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.088439999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003838566116312427 -0.017389880408487348 0.0018835723741684415 -0.023600277161275267 leaf_weight=1.4610729179694315 4.4319370292505473 98.019300945281429 3.2229574222947113 leaf_count=14 162 1799 328 internal_value=0 0.00104674 -0.0150605 internal_weight=0 102.451 4.68403 internal_count=2303 1961 342 is_linear=0 shrinkage=0.0224292 Tree=6212 num_leaves=4 num_cat=0 split_feature=157 3 1 split_gain=4.04805 2.73371 0.806873 threshold=-0.084489999999999996 0.15251000000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028954028747215074 0.0011623969384976542 0.015527088928047585 -0.0086658234270974265 leaf_weight=2.3773519176320397 95.484880738107677 7.1462299181148401 1.71365060826065 leaf_count=143 2002 118 29 internal_value=0 0.00216532 -0.0205354 internal_weight=0 102.631 4.091 internal_count=2292 2120 172 is_linear=0 shrinkage=0.0224292 Tree=6213 num_leaves=4 num_cat=0 split_feature=157 3 1 split_gain=3.85268 2.93143 0.837858 threshold=-0.084489999999999996 0.15251000000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056115793617353893 1.9864412190600393e-05 0.00030831609284461388 -0.0001597137098472849 leaf_weight=2.3750526922995041 97.057809280933725 7.3100657357135779 1.7690421064035033 leaf_count=143 2002 118 29 internal_value=0 4.01206e-05 -0.000391307 internal_weight=0 104.368 4.14409 internal_count=2292 2120 172 is_linear=0 shrinkage=0.000439788 Tree=6214 num_leaves=4 num_cat=0 split_feature=157 3 1 split_gain=3.95823 2.7769 0.811339 threshold=-0.084489999999999996 0.15251000000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056293467587995147 2.1003518722181205e-05 0.00030337840275189231 -0.00016725776156420875 leaf_weight=2.3866079266990701 96.848082157956014 7.2206697855726807 1.7560467963921835 leaf_count=143 2002 118 29 internal_value=0 4.06478e-05 -0.000396746 internal_weight=0 104.069 4.14265 internal_count=2292 2120 172 is_linear=0 shrinkage=0.000439788 Tree=6215 num_leaves=4 num_cat=0 split_feature=157 3 1 split_gain=3.90519 2.65299 0.809187 threshold=-0.084489999999999996 0.15251000000000001 0.104035 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028865080241792674 0.0011317455231304857 0.015349971756548271 -0.0084694337288115061 leaf_weight=2.3309843985225589 95.543399036330811 7.0733121336670584 1.7138212434947488 leaf_count=143 2002 118 29 internal_value=0 0.00211447 -0.0203036 internal_weight=0 102.617 4.04481 internal_count=2292 2120 172 is_linear=0 shrinkage=0.0224292 Tree=6216 num_leaves=4 num_cat=0 split_feature=484 9 51 split_gain=2.93214 3.20706 1.56765 threshold=0.08764000000000001 0.084755000000000011 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1439882907663313e-05 -0.00053032038809605153 -0.00032094334845253312 -7.4852564370835406e-05 leaf_weight=97.003643736956292 2.5669009035918862 4.4174265385954632 3.3786007601356678 leaf_count=1989 51 51 146 internal_value=0 4.47278e-05 -0.000272564 internal_weight=0 101.421 5.9455 internal_count=2237 2040 197 is_linear=0 shrinkage=0.000439788 Tree=6217 num_leaves=4 num_cat=0 split_feature=484 9 51 split_gain=2.99279 3.31323 1.55544 threshold=0.08764000000000001 0.084755000000000011 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031509031419683173 -0.027530684187943931 -0.016904984559279152 -0.0040737963032370424 leaf_weight=95.064952125434502 2.5055755872745067 4.3137583164498201 3.2747464122458032 leaf_count=1989 51 51 146 internal_value=0 0.00227725 -0.0142987 internal_weight=0 99.3787 5.78032 internal_count=2237 2040 197 is_linear=0 shrinkage=0.0224292 Tree=6218 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=3.07561 2.70613 threshold=-0.5138299999999999 0.08764000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046511889870702496 5.4289766442882971e-05 -0.00025963614324695856 leaf_weight=2.3914744725989285 98.480553555775259 5.5949653159477739 leaf_count=161 1895 181 internal_value=0 3.7369e-05 internal_weight=0 104.076 internal_count=2237 2076 is_linear=0 shrinkage=0.000439788 Tree=6219 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=3.09712 2.6915 threshold=-0.5138299999999999 0.08764000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046514151158164128 5.4241990870020974e-05 -0.00025849074876532795 leaf_weight=2.4087279450395718 98.46840676688953 5.6080633316232698 leaf_count=161 1895 181 internal_value=0 3.73464e-05 internal_weight=0 104.076 internal_count=2237 2076 is_linear=0 shrinkage=0.000439788 Tree=6220 num_leaves=4 num_cat=0 split_feature=457 13 42 split_gain=3.33956 3.19654 2.59162 threshold=-0.068264999999999978 -0.0055049999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7698015471319454e-05 -0.00013322988200987904 -0.00065272664251681553 5.8535788590066316e-05 leaf_weight=3.9183831309783272 16.399607149276562 2.788170178217114 80.264463463727225 leaf_count=140 622 24 1465 internal_value=0 -0.000294516 2.59818e-05 internal_weight=0 6.70655 96.6641 internal_count=2251 164 2087 is_linear=0 shrinkage=0.000439788 Tree=6221 num_leaves=4 num_cat=0 split_feature=457 42 43 split_gain=3.26553 2.72391 1.10121 threshold=-0.068264999999999978 -1.0000000180025095e-35 -0.04652499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012516585445140739 -0.00013370217213261358 6.190025713422659e-05 -0.00048167650405477275 leaf_weight=3.7285710337528144 16.57193361904865 80.977008063662652 3.052539045806042 leaf_count=131 622 1465 33 internal_value=0 2.8651e-05 -0.000286552 internal_weight=0 97.5489 6.78111 internal_count=2251 2087 164 is_linear=0 shrinkage=0.000439788 Tree=6222 num_leaves=4 num_cat=0 split_feature=457 13 42 split_gain=3.39099 3.19598 2.5578 threshold=-0.068264999999999978 -0.0055049999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019768125282606315 -0.0067762957977752407 -0.033466522911864242 0.0029852635217182048 leaf_weight=3.8589464278411469 16.242608511747676 2.7805106488231095 79.617235231409722 leaf_count=140 622 24 1465 internal_value=0 -0.0152224 0.00133023 internal_weight=0 6.63946 95.8598 internal_count=2251 164 2087 is_linear=0 shrinkage=0.0224292 Tree=6223 num_leaves=4 num_cat=0 split_feature=457 13 12 split_gain=3.25169 3.09228 2.48532 threshold=-0.068264999999999978 -0.0055049999999999986 -0.094939999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019328042180667877 -0.016032695423888979 -0.032977071084876831 0.0020531341641420943 leaf_weight=3.858724751691625 3.9693233996222252 2.7590170339099123 91.85196272603207 leaf_count=140 109 24 1978 internal_value=0 -0.0149332 0.0013009 internal_weight=0 6.61774 95.8213 internal_count=2251 164 2087 is_linear=0 shrinkage=0.0224292 Tree=6224 num_leaves=4 num_cat=0 split_feature=128 133 4 split_gain=2.74794 3.47396 0.148525 threshold=1.0000000180025095e-35 -0.25159999999999993 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028936519137383755 -0.024460695975923766 0.0013895397473173831 -0.014457621324820431 leaf_weight=1.917930664763843 1.7776033598565839 100.24062943060562 1.4981121546006759 leaf_count=100 142 2024 25 internal_value=0 0.000814896 -0.0199962 internal_weight=0 102.159 3.27572 internal_count=2291 2124 167 is_linear=0 shrinkage=0.0224292 Tree=6225 num_leaves=3 num_cat=0 split_feature=160 3 split_gain=2.72731 2.77103 threshold=-0.25833999999999996 -0.078904999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045774841981959674 -7.3749451559812384e-05 7.284228395904106e-05 leaf_weight=2.3825722776055036 40.616021396039287 64.558301108954765 leaf_count=175 1183 933 internal_value=0 1.62287e-05 internal_weight=0 105.174 internal_count=2291 2116 is_linear=0 shrinkage=0.000439788 Tree=6226 num_leaves=3 num_cat=0 split_feature=160 3 split_gain=2.65497 2.69878 threshold=-0.25833999999999996 -0.078904999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045786931908898258 -7.6421116437436481e-05 6.8806820548481516e-05 leaf_weight=2.3525507165140871 40.309666004308383 64.044708353634633 leaf_count=175 1183 933 internal_value=0 1.27049e-05 internal_weight=0 104.354 internal_count=2291 2116 is_linear=0 shrinkage=0.000439788 Tree=6227 num_leaves=3 num_cat=0 split_feature=52 157 split_gain=2.70643 2.90659 threshold=-0.5138299999999999 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046007638314931205 0.00022565958890241096 -1.1061795382472702e-05 leaf_weight=2.3598051931840009 11.217042649168432 93.617436157583143 leaf_count=163 186 1942 internal_value=0 1.43033e-05 internal_weight=0 104.834 internal_count=2291 2128 is_linear=0 shrinkage=0.000439788 Tree=6228 num_leaves=4 num_cat=0 split_feature=1447 4 42 split_gain=3.45432 3.37762 0.351988 threshold=-1.0000000180025095e-35 0.50590000000000013 0.089595000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051803903622875392 1.5238216865811366e-05 0.00042859937074358237 -0.00023263759299981058 leaf_weight=2.1653918312022138 101.66179887188264 3.9537027552287318 1.438437688644626 leaf_count=148 1936 123 66 internal_value=0 3.0787e-05 -0.00040595 internal_weight=0 105.616 3.60383 internal_count=2273 2059 214 is_linear=0 shrinkage=0.000439788 Tree=6229 num_leaves=4 num_cat=0 split_feature=1447 4 42 split_gain=3.40585 3.30933 0.340793 threshold=-1.0000000180025095e-35 0.50590000000000013 0.089485000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051765810337722404 1.54910783658273e-05 0.00042800013219473421 -0.00023634090175411783 leaf_weight=2.1148463020072081 101.52090792838135 3.8872206694795741 1.4560705955736919 leaf_count=145 1936 123 69 internal_value=0 3.07783e-05 -0.000404816 internal_weight=0 105.408 3.57092 internal_count=2273 2059 214 is_linear=0 shrinkage=0.000439788 Tree=6230 num_leaves=4 num_cat=0 split_feature=1447 4 42 split_gain=3.46489 3.18725 0.324158 threshold=-1.0000000180025095e-35 0.50590000000000013 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026516202624405589 0.0008727168254281727 0.021768838158624029 -0.012447251505283826 leaf_weight=2.0941904517385406 100.54990155131964 3.7922804663539855 1.4471549700137982 leaf_count=143 1936 123 71 internal_value=0 0.00163602 -0.0208646 internal_weight=0 104.342 3.54135 internal_count=2273 2059 214 is_linear=0 shrinkage=0.0224292 Tree=6231 num_leaves=4 num_cat=0 split_feature=1447 4 42 split_gain=3.34423 3.24343 0.355455 threshold=-1.0000000180025095e-35 0.50590000000000013 0.089485000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051751438069254634 1.6328749704171295e-05 0.0004261927084998902 -0.00023001595321456831 leaf_weight=2.0941974541128725 101.89489455363218 3.8573992462333981 1.4562206936298023 leaf_count=145 1936 123 69 internal_value=0 3.13531e-05 -0.000401457 internal_weight=0 105.752 3.55042 internal_count=2273 2059 214 is_linear=0 shrinkage=0.000439788 Tree=6232 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.56327 5.08567 threshold=0.11926500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.026854323204226781 -0.020967833510340851 -0.0010137944823122205 leaf_weight=3.3962470337282857 5.5162326465360811 92.920609194208737 leaf_count=17 80 2213 internal_value=0 -2.60043e-05 internal_weight=0 96.3169 internal_count=2310 2230 is_linear=0 shrinkage=0.0224292 Tree=6233 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.45686 4.90335 threshold=0.11926500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00051717955078072061 -0.0004065662736907977 -2.0342531897991471e-05 leaf_weight=3.3814330101013175 5.5375777420122168 94.451319875674017 leaf_count=17 80 2213 internal_value=0 -1.66666e-06 internal_weight=0 97.8328 internal_count=2310 2230 is_linear=0 shrinkage=0.000439788 Tree=6234 num_leaves=3 num_cat=0 split_feature=47 1 split_gain=4.43359 4.22479 threshold=0.11926500000000002 0.095510000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.2239592641740625e-05 -0.00040411696578310441 0.00011696378817428045 leaf_weight=61.142829447464464 5.5780495827784753 36.398715527175227 leaf_count=1643 80 587 internal_value=0 -1.62717e-06 internal_weight=0 97.5415 internal_count=2310 2230 is_linear=0 shrinkage=0.000439788 Tree=6235 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.37777 4.93083 threshold=0.11926500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.026645870306855952 -0.020578801482593966 -0.00099250577926273775 leaf_weight=3.3457123350817701 5.4936592144076704 92.971282426173275 leaf_count=17 80 2213 internal_value=0 -2.73558e-05 internal_weight=0 96.317 internal_count=2310 2230 is_linear=0 shrinkage=0.0224292 Tree=6236 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.68798 3.32998 threshold=-0.089609999999999981 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016105189272375253 0.00077325032905085315 0.023623582603130324 leaf_weight=4.5245550968684247 96.146303751949745 3.300107119488529 leaf_count=47 2184 40 internal_value=0 0.00153592 internal_weight=0 99.4464 internal_count=2271 2224 is_linear=0 shrinkage=0.0224292 Tree=6237 num_leaves=4 num_cat=0 split_feature=16 133 43 split_gain=2.69084 4.44124 3.53125 threshold=0.0049500000000000004 -0.088524999999999979 -0.50913499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039865618736211492 0.00049473856205753137 -3.4201631947627773e-06 6.1083410504497376e-05 leaf_weight=6.0020725250687965 4.078069338342174 63.406310248112277 32.055235551073565 leaf_count=286 19 1390 576 internal_value=0 -3.76983e-05 0.000110262 internal_weight=0 69.4084 36.1333 internal_count=2271 1676 595 is_linear=0 shrinkage=0.000439788 Tree=6238 num_leaves=3 num_cat=0 split_feature=43 13 split_gain=2.58766 2.91444 threshold=-0.50913499999999989 -0.52813999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016577270362972938 -0.031335157286535548 0.00042889781356051753 leaf_weight=4.9282720324990796 1.4560255651012983 97.56925368542943 leaf_count=43 26 2202 internal_value=0 -4.40971e-05 internal_weight=0 99.0253 internal_count=2271 2228 is_linear=0 shrinkage=0.0224292 Tree=6239 num_leaves=3 num_cat=0 split_feature=48 13 split_gain=2.56073 3.16632 threshold=-0.089609999999999981 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015716001562546576 -0.031266143299531479 0.0019720375402581857 leaf_weight=4.5352639998309305 1.4442920357105311 97.969370165545115 leaf_count=47 21 2203 internal_value=0 0.00148324 internal_weight=0 99.4137 internal_count=2271 2224 is_linear=0 shrinkage=0.0224292 Tree=6240 num_leaves=4 num_cat=0 split_feature=12 3 150 split_gain=5.11717 7.58335 3.22389 threshold=0.084045000000000022 -0.09113499999999998 0.095565000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8256968535995734e-06 2.5015614866600726e-05 -0.0003417225535614614 0.00028943838352650238 leaf_weight=48.203395864285994 21.331613057671348 22.287172307451328 8.3792141325247922 leaf_count=646 363 1191 107 internal_value=0 -0.000162438 3.79823e-05 internal_weight=0 43.6188 56.5826 internal_count=2307 1554 753 is_linear=0 shrinkage=0.000439788 Tree=6241 num_leaves=4 num_cat=0 split_feature=12 3 150 split_gain=5.36877 7.6402 3.23782 threshold=0.084045000000000022 -0.09113499999999998 0.095565000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.1815989828769196e-06 2.520929550946002e-05 -0.00034335180728773453 0.00029319608814381269 leaf_weight=48.065793985748314 21.234424274007324 22.28202932217755 8.4185476007114612 leaf_count=646 363 1191 107 internal_value=0 -0.000163575 4.19263e-05 internal_weight=0 43.5165 56.4843 internal_count=2307 1554 753 is_linear=0 shrinkage=0.000439788 Tree=6242 num_leaves=4 num_cat=0 split_feature=12 13 150 split_gain=4.90166 6.68908 3.15793 threshold=0.084045000000000022 -0.023024999999999997 0.095565000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034672422194441811 -0.016591210823186226 0.0011461262622706274 0.014670292923713871 leaf_weight=47.594297022464161 22.601424249985939 20.285289718525746 8.2493371917225868 leaf_count=646 938 616 107 internal_value=0 -0.00820473 0.00187588 internal_weight=0 42.8867 55.8436 internal_count=2307 1554 753 is_linear=0 shrinkage=0.0224292 Tree=6243 num_leaves=4 num_cat=0 split_feature=12 13 150 split_gain=4.70247 6.45398 3.0698 threshold=0.084045000000000022 -0.023024999999999997 0.081245000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012968435810362946 -0.016329979553834494 0.0011203878208389895 0.010669245094491818 leaf_weight=41.179267959669232 22.449975830579206 20.286297985760029 14.591822702204807 leaf_count=564 938 616 189 internal_value=0 -0.00804974 0.00183652 internal_weight=0 42.7363 55.7711 internal_count=2307 1554 753 is_linear=0 shrinkage=0.0224292 Tree=6244 num_leaves=4 num_cat=0 split_feature=13 12 1 split_gain=3.95843 4.98125 1.85401 threshold=-0.095499999999999988 -0.016169999999999997 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0260299976177517e-05 0.00020235429195780916 -9.2681412944130539e-05 0.00029632111719278884 leaf_weight=8.373056475567866 13.112940958584657 70.425512989782874 10.731490192381896 leaf_count=106 225 1741 159 internal_value=0 -4.63343e-05 0.000175471 internal_weight=0 83.5385 19.1045 internal_count=2231 1966 265 is_linear=0 shrinkage=0.000439788 Tree=6245 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=3.61601 5.21414 1.90232 threshold=-0.095499999999999988 -0.016169999999999997 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1120995935811195e-05 0.00020989952947290122 -9.1817123427737288e-05 0.00034995004793451733 leaf_weight=11.774271232105095 13.148154479422372 69.825391325723103 7.0430631036288096 leaf_count=184 225 1741 81 internal_value=0 -4.39692e-05 0.000169471 internal_weight=0 82.9735 18.8173 internal_count=2231 1966 265 is_linear=0 shrinkage=0.000439788 Tree=6246 num_leaves=4 num_cat=0 split_feature=13 49 15 split_gain=3.58828 5.08289 3.9642 threshold=-0.0034149999999999996 -0.085074999999999998 -0.0036549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00231445451360286 -0.026374304235279471 -0.0021472943747786141 0.01011337859455003 leaf_weight=25.686426588628819 4.8202813274110659 43.711014971711847 25.932061123161475 leaf_count=835 42 659 695 internal_value=0 -0.00456302 0.00393046 internal_weight=0 48.5313 51.6185 internal_count=2231 701 1530 is_linear=0 shrinkage=0.0224292 Tree=6247 num_leaves=4 num_cat=0 split_feature=13 43 0 split_gain=3.48237 4.87343 1.96417 threshold=-0.095499999999999988 -0.063379999999999978 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029144078153840783 0.004043223391781676 -0.0070021839701312144 0.01799473984332357 leaf_weight=11.539298305317063 35.692199697012256 45.940555038081584 6.9589367012958965 leaf_count=184 948 1018 81 internal_value=0 -0.002173 0.00860025 internal_weight=0 81.6328 18.4982 internal_count=2231 1966 265 is_linear=0 shrinkage=0.0224292 Tree=6248 num_leaves=4 num_cat=0 split_feature=2 0 51 split_gain=3.42141 2.73467 0.286975 threshold=0.13754500000000003 -0.060004999999999996 0.086430000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2089409452826971e-05 0.0002248668393578189 0.00010141288019675715 0.00042083093822076651 leaf_weight=73.412396940020699 2.9543473378289482 27.063855738742859 2.9981511323712766 leaf_count=1789 97 335 44 internal_value=0 -1.80382e-05 0.0003246 internal_weight=0 100.476 5.9525 internal_count=2265 2124 141 is_linear=0 shrinkage=0.000439788 Tree=6249 num_leaves=4 num_cat=0 split_feature=2 403 51 split_gain=3.26838 3.05744 0.301187 threshold=0.13754500000000003 0.092660000000000006 0.086430000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020027689688262608 0.011211140798113962 0.01250510333547219 0.021632417153410896 leaf_weight=90.613112518251 2.8238790300965766 7.9295371996413442 2.9120303085073829 leaf_count=1958 97 166 44 internal_value=0 -0.000833152 0.0165561 internal_weight=0 98.5426 5.73591 internal_count=2265 2124 141 is_linear=0 shrinkage=0.0224292 Tree=6250 num_leaves=4 num_cat=0 split_feature=2 403 15 split_gain=3.21565 2.97673 0.020327 threshold=0.13754500000000003 0.092660000000000006 -0.089939999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.840957966946454e-05 0.00035218706215874149 0.00024115508465183223 0.00028865358465158663 leaf_weight=91.856740407893085 2.7936916647304315 7.9896398798155124 3.0067236608010708 leaf_count=1958 74 166 67 internal_value=0 -1.59972e-05 0.000320309 internal_weight=0 99.8464 5.80042 internal_count=2265 2124 141 is_linear=0 shrinkage=0.000439788 Tree=6251 num_leaves=4 num_cat=0 split_feature=2 403 51 split_gain=3.18678 3.13494 0.312356 threshold=0.13754500000000003 0.092660000000000006 0.086430000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7480179951985713e-05 0.00021332308676800203 0.0002470878941181382 0.00041860501207623276 leaf_weight=92.687176465795346 2.9087249549629624 8.1264861327072122 2.9710207402240485 leaf_count=1958 97 166 44 internal_value=0 -1.4499e-05 0.000318071 internal_weight=0 100.814 5.87975 internal_count=2265 2124 141 is_linear=0 shrinkage=0.000439788 Tree=6252 num_leaves=4 num_cat=0 split_feature=42 15 42 split_gain=3.44272 4.1489 4.0538 threshold=0.09202500000000001 -0.15202999999999997 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.054025808123408e-05 0.0003722193292049371 -0.00027824361658527471 0.00048875133492748619 leaf_weight=89.622966984574305 2.2199322449741876 12.444577627771649 3.8778674036875591 leaf_count=1761 67 394 36 internal_value=0 -0.00017942 4.96401e-05 internal_weight=0 14.6645 93.5008 internal_count=2258 461 1797 is_linear=0 shrinkage=0.000439788 Tree=6253 num_leaves=4 num_cat=0 split_feature=42 42 15 split_gain=3.48969 4.11449 4.0447 threshold=0.09202500000000001 0.091465000000000005 -0.15202999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016308030784528921 0.018877615860833506 0.025311351075540046 -0.014231957938015544 leaf_weight=88.285135530908519 2.1696675847633733 3.8333266131667179 12.258925611116863 leaf_count=1761 67 36 394 internal_value=0 0.00262126 -0.00923481 internal_weight=0 92.1185 14.4286 internal_count=2258 1797 461 is_linear=0 shrinkage=0.0224292 Tree=6254 num_leaves=4 num_cat=0 split_feature=42 42 15 split_gain=3.34849 3.95756 3.89439 threshold=0.09202500000000001 0.091465000000000005 -0.15202999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015943772979931199 0.018715527853867486 0.024876867448715159 -0.013973130733974309 leaf_weight=88.277252296715233 2.139876205881591 3.8133579696295774 12.206898954755159 leaf_count=1761 67 36 394 internal_value=0 0.00256343 -0.0090791 internal_weight=0 92.0906 14.3468 internal_count=2258 1797 461 is_linear=0 shrinkage=0.0224292 Tree=6255 num_leaves=4 num_cat=0 split_feature=42 2 42 split_gain=3.07316 3.90106 3.85012 threshold=0.09202500000000001 0.11098000000000001 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8929443329367364e-05 -0.00036001687118152184 0.00010136880971826082 0.00047929916590072071 leaf_weight=89.423379324211055 8.5615931478241674 6.0272193257696918 3.8096124994190168 leaf_count=1761 321 140 36 internal_value=0 -0.000169517 4.74265e-05 internal_weight=0 14.5888 93.233 internal_count=2258 461 1797 is_linear=0 shrinkage=0.000439788 Tree=6256 num_leaves=4 num_cat=0 split_feature=16 4 0 split_gain=3.63533 4.63737 3.98399 threshold=-0.014099999999999998 0.27066000000000007 -0.11047999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090027456764714877 0.015407520519688115 0.007333842104061173 -0.00035228791641646486 leaf_weight=40.609993702770225 10.34501717461171 11.121958899399031 36.443012796407857 leaf_count=1158 81 219 798 internal_value=0 -0.0054891 0.00313713 internal_weight=0 51.732 46.788 internal_count=2256 1377 879 is_linear=0 shrinkage=0.0224292 Tree=6257 num_leaves=4 num_cat=0 split_feature=13 160 13 split_gain=3.94439 5.18934 2.70197 threshold=-0.010339999999999998 -0.081814999999999985 -0.013959999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017752214819313859 0.0088068803605816232 -0.0092789583453304399 0.022474377729407597 leaf_weight=44.403290964268308 9.9142389145599719 40.63973953135428 3.3979680832271688 leaf_count=1304 151 726 75 internal_value=0 -0.00573012 0.00325501 internal_weight=0 50.554 47.8013 internal_count=2256 877 1379 is_linear=0 shrinkage=0.0224292 Tree=6258 num_leaves=4 num_cat=0 split_feature=13 160 1186 split_gain=3.77047 4.95978 2.6476 threshold=-0.010339999999999998 -0.081814999999999985 0.083980000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018782185010436014 0.0086159995894095117 -0.0090702841255399756 0.024536603152009121 leaf_weight=45.038109815261123 9.9070915426855191 40.642631572693062 2.7341526444070032 leaf_count=1359 151 726 20 internal_value=0 -0.00560206 0.00318431 internal_weight=0 50.5497 47.7723 internal_count=2256 877 1379 is_linear=0 shrinkage=0.0224292 Tree=6259 num_leaves=4 num_cat=0 split_feature=13 16 48 split_gain=3.60408 4.90759 2.64389 threshold=-0.010339999999999998 -0.010284999999999997 0.092475000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046612827231457232 -0.011977796418089614 0.002032163050998472 0.013628319228959362 leaf_weight=38.15690510964123 27.085246052592993 23.461120310916158 9.5926521119217778 leaf_count=1222 519 358 157 internal_value=0 -0.00547675 0.00311474 internal_weight=0 50.5464 47.7496 internal_count=2256 877 1379 is_linear=0 shrinkage=0.0224292 Tree=6260 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=2.37362 2.58916 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019304439425859247 -0.019872161890260146 0.0011114672783779157 leaf_weight=3.4677099892869583 3.0300914002527852 99.118827266946028 leaf_count=21 209 2027 internal_value=0 0.000485423 internal_weight=0 102.149 internal_count=2257 2236 is_linear=0 shrinkage=0.0224292 Tree=6261 num_leaves=3 num_cat=0 split_feature=150 12 split_gain=2.28686 3.06762 threshold=-0.22665999999999997 -0.14662999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019010340938744472 -0.028625420514875564 0.00099367393067784017 leaf_weight=3.4429534720256916 1.771377879747887 100.33497974075908 leaf_count=21 56 2180 internal_value=0 0.000474576 internal_weight=0 102.106 internal_count=2257 2236 is_linear=0 shrinkage=0.0224292 Tree=6262 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=2.27523 2.65615 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036918341305363034 -0.00038999052130853068 2.1063897813455299e-05 leaf_weight=3.4817487252876154 3.115274975403735 101.48585911385453 leaf_count=21 209 2027 internal_value=0 8.75277e-06 internal_weight=0 104.601 internal_count=2257 2236 is_linear=0 shrinkage=0.000439788 Tree=6263 num_leaves=3 num_cat=0 split_feature=150 12 split_gain=2.1886 2.74055 threshold=-0.22665999999999997 -0.12529499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036533827897992281 -0.00049524708407905338 1.961553942234798e-05 leaf_weight=3.4353026039898387 2.0206146157288449 101.67942625985961 leaf_count=21 60 2176 internal_value=0 9.49403e-06 internal_weight=0 103.7 internal_count=2257 2236 is_linear=0 shrinkage=0.000439788 Tree=6264 num_leaves=4 num_cat=0 split_feature=1 403 48 split_gain=3.47311 2.9991 1.58397 threshold=0.12541500000000003 0.092660000000000006 0.08955500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.352827885989571e-05 0.00035826616054950868 0.00022274384471766316 -1.3180400179309758e-05 leaf_weight=85.899798285263387 6.21647916943766 7.1406125548965056 3.4463795402552933 leaf_count=1910 144 155 52 internal_value=0 -5.07491e-05 0.00022602 internal_weight=0 93.0404 9.66286 internal_count=2261 2065 196 is_linear=0 shrinkage=0.000439788 Tree=6265 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=3.61334 2.84895 2.23911 threshold=0.12541500000000003 -0.10653 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020590266227059123 0.024240470563930871 -0.005951557901504952 0.0023582545373641425 leaf_weight=38.315571256676776 4.1420292177936044 53.506116825927165 5.4228425624605734 leaf_count=357 101 1708 95 internal_value=0 -0.00260915 0.0118637 internal_weight=0 91.8217 9.56487 internal_count=2261 2065 196 is_linear=0 shrinkage=0.0224292 Tree=6266 num_leaves=4 num_cat=0 split_feature=39 403 0 split_gain=3.34083 3.61502 1.55359 threshold=0.085095000000000018 0.092660000000000006 -0.023879999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039457129176530912 0.0047687989453136966 0.012875602654679619 0.022926874183169414 leaf_weight=83.187151453388651 7.704000725527294 6.9466272810386718 3.4140337857825198 leaf_count=1863 177 165 56 internal_value=0 -0.00264684 0.0103744 internal_weight=0 90.1338 11.118 internal_count=2261 2028 233 is_linear=0 shrinkage=0.0224292 Tree=6267 num_leaves=4 num_cat=0 split_feature=1 403 3 split_gain=3.43262 2.97211 2.19234 threshold=0.12541500000000003 0.092660000000000006 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036884666118694662 0.024022131241545678 0.011401975427702847 0.0022658208705397436 leaf_weight=84.609644473242952 4.0760504379577451 7.0995964602916493 5.4162208430352621 leaf_count=1910 101 155 95 internal_value=0 -0.00251812 0.0116376 internal_weight=0 91.7092 9.49227 internal_count=2261 2065 196 is_linear=0 shrinkage=0.0224292 Tree=6268 num_leaves=4 num_cat=0 split_feature=131 52 15 split_gain=3.43586 3.1945 2.65923 threshold=0.088495000000000004 0.14114500000000005 -0.11406499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092232402877445718 0.011732574191663731 0.011678008852979618 -0.020413386864977515 leaf_weight=81.428039032245579 1.5844075764471197 11.539444415409887 6.8040050900017359 leaf_count=1680 49 229 274 internal_value=0 0.000643749 -0.0143288 internal_weight=0 92.9675 8.38841 internal_count=2232 1909 323 is_linear=0 shrinkage=0.0224292 Tree=6269 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.30488 3.00993 2.64718 threshold=0.088495000000000004 0.14114500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6086811615558548e-05 0.00016019839631792925 0.0002227634020227905 -0.0004127711610670708 leaf_weight=82.610102007627574 2.0496958929288667 11.623326259976237 6.3894525556534045 leaf_count=1680 56 229 267 internal_value=0 1.34136e-05 -0.000273561 internal_weight=0 94.2334 8.43915 internal_count=2232 1909 323 is_linear=0 shrinkage=0.000439788 Tree=6270 num_leaves=4 num_cat=0 split_feature=131 52 15 split_gain=3.31491 3.05268 2.57263 threshold=0.088495000000000004 0.14114500000000005 -0.11406499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089961859297942178 0.011543473325559269 0.011422386952697627 -0.02017459339911638 leaf_weight=81.456318367349013 1.5761103693221228 11.529121265621141 6.72968905053858 leaf_count=1680 49 229 274 internal_value=0 0.000630199 -0.0141431 internal_weight=0 92.9854 8.3058 internal_count=2232 1909 323 is_linear=0 shrinkage=0.0224292 Tree=6271 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.19985 2.92039 2.52553 threshold=0.088495000000000004 0.14114500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087938745219287443 0.0078421330460975453 0.011177892106098906 -0.021013566129754236 leaf_weight=81.461644160648575 2.0090089117002208 11.517603210304513 6.2160485108761332 leaf_count=1680 56 229 267 internal_value=0 0.00061617 -0.0139636 internal_weight=0 92.9792 8.22506 internal_count=2232 1909 323 is_linear=0 shrinkage=0.0224292 Tree=6272 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.87797 4.03394 1.01838 threshold=0.12212000000000002 0.10852500000000001 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012719982344173397 0.021480588187711924 -0.0220480756521063 0.007385768948478093 leaf_weight=83.972285606141668 4.2770368756027892 4.4277674145268966 6.5344662335992307 leaf_count=1905 117 152 98 internal_value=0 -0.00122969 0.0129897 internal_weight=0 88.4001 10.8115 internal_count=2272 2057 215 is_linear=0 shrinkage=0.0224292 Tree=6273 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.73206 3.80183 1.01642 threshold=0.12212000000000002 0.10852500000000001 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8254712742857687e-06 0.00041511701590928621 -0.00041650747363625672 0.00014038668699710563 leaf_weight=84.985492850762967 4.312955423607491 4.4835992459920808 6.6125667314190633 leaf_count=1905 117 152 98 internal_value=0 -2.2691e-05 0.000249374 internal_weight=0 89.4691 10.9255 internal_count=2272 2057 215 is_linear=0 shrinkage=0.000439788 Tree=6274 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.7257 3.87583 1.00058 threshold=0.12212000000000002 0.10852500000000001 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012368572862812274 0.021257248379684856 -0.021667676694474079 0.0072307112168182169 leaf_weight=83.99170744676303 4.2253050448489375 4.4029780555974858 6.5229901464917912 leaf_count=1905 117 152 98 internal_value=0 -0.00120125 0.0127727 internal_weight=0 88.3947 10.7483 internal_count=2272 2057 215 is_linear=0 shrinkage=0.0224292 Tree=6275 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=3.86714 3.1852 2.99766 threshold=-0.0046349999999999994 0.13052500000000003 0.099450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056652270007825477 5.9965754312474952e-06 0.00029922991983751375 -4.4604493706611246e-05 leaf_weight=3.8198020410200098 84.139232863410143 7.8125580156047354 4.7851484846323729 leaf_count=133 1921 165 53 internal_value=0 3.09677e-05 -0.000277029 internal_weight=0 91.9518 8.60495 internal_count=2272 2086 186 is_linear=0 shrinkage=0.000439788 Tree=6276 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.7412 3.21306 threshold=-0.095559999999999992 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025188002602487963 0.0010177228700850309 0.023555280226346103 leaf_weight=2.6435828313697121 98.98938450501737 3.2689499242114826 leaf_count=36 2198 41 internal_value=0 0.00174246 internal_weight=0 102.258 internal_count=2275 2239 is_linear=0 shrinkage=0.0224292 Tree=6277 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.44398 3.13472 threshold=-0.092609999999999984 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023978996311725807 0.0009863103958882161 0.02343323230270038 leaf_weight=2.6784721864387384 98.948983568836411 3.2130055152811101 leaf_count=37 2197 41 internal_value=0 0.00169651 internal_weight=0 102.162 internal_count=2275 2238 is_linear=0 shrinkage=0.0224292 Tree=6278 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.43305 3.05331 threshold=-0.095559999999999992 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024168263910268138 0.00097302018725131472 0.023310817067570298 leaf_weight=2.6354965860955408 98.988110216236237 3.158154840260976 leaf_count=36 2198 41 internal_value=0 0.00166789 internal_weight=0 102.146 internal_count=2275 2239 is_linear=0 shrinkage=0.0224292 Tree=6279 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.18038 3.03022 threshold=-0.095559999999999992 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045396297125368601 1.8240301368691634e-05 0.00045506059233692481 leaf_weight=2.656838269904255 99.869136396151589 3.14999546445324 leaf_count=36 2198 41 internal_value=0 3.16787e-05 internal_weight=0 103.019 internal_count=2275 2239 is_linear=0 shrinkage=0.000439788 Tree=6280 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=3.86665 4.96776 4.05924 threshold=-0.095539999999999986 -0.15026499999999995 0.10225000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1528383127384078e-05 5.1184028413243129e-05 -0.00037861978658734839 -0.00038511691669033612 leaf_weight=12.040409631983495 69.541913216904504 11.939972966392814 4.3653282983141244 leaf_count=267 1670 195 148 internal_value=0 -0.00017785 2.53211e-05 internal_weight=0 23.9804 73.9072 internal_count=2280 462 1818 is_linear=0 shrinkage=0.000439788 Tree=6281 num_leaves=4 num_cat=0 split_feature=15 1 159 split_gain=3.9365 6.13889 3.92621 threshold=-0.095539999999999986 0.094435000000000005 0.10225000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054770675941059291 5.1246220623299459e-05 -4.4528215802422649e-05 -0.00037913503362481377 leaf_weight=6.3910000319956479 69.422288037418184 17.486515246884665 4.3379354609933207 leaf_count=190 1670 272 148 internal_value=0 -0.000179538 2.58434e-05 internal_weight=0 23.8775 73.7602 internal_count=2280 462 1818 is_linear=0 shrinkage=0.000439788 Tree=6282 num_leaves=4 num_cat=0 split_feature=15 1 159 split_gain=3.7358 6.27169 3.93323 threshold=-0.095539999999999986 0.094435000000000005 0.10225000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054588198117268099 4.9780220218019866e-05 -3.9079177935018007e-05 -0.00037992229150603571 leaf_weight=6.4336337954082436 69.833572447012557 17.628092879778706 4.3592559043245265 leaf_count=190 1670 272 148 internal_value=0 -0.000174914 2.44415e-05 internal_weight=0 24.0617 74.1928 internal_count=2280 462 1818 is_linear=0 shrinkage=0.000439788 Tree=6283 num_leaves=4 num_cat=0 split_feature=15 1 159 split_gain=4.00741 6.03932 3.95682 threshold=-0.095539999999999986 0.094435000000000005 0.10225000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027926969640805883 0.0026502577235400062 -0.0023968197199825498 -0.019466333253909649 leaf_weight=6.3576417598524158 68.927706433481944 17.343321872409433 4.3057216917004544 leaf_count=190 1670 272 148 internal_value=0 -0.0092621 0.00134519 internal_weight=0 23.701 73.2334 internal_count=2280 462 1818 is_linear=0 shrinkage=0.0224292 Tree=6284 num_leaves=4 num_cat=0 split_feature=42 49 42 split_gain=3.2991 4.52988 4.4551 threshold=0.088915000000000008 -0.19998499999999997 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020425873080059265 0.018480934023421772 -0.012183883584019763 0.026613114255959469 leaf_weight=82.89172836441503 2.8596522547304657 15.34786983613594 3.8676871994612148 leaf_count=1592 14 607 44 internal_value=0 -0.00735339 0.00314354 internal_weight=0 18.2075 86.7594 internal_count=2257 621 1636 is_linear=0 shrinkage=0.0224292 Tree=6285 num_leaves=4 num_cat=0 split_feature=42 49 42 split_gain=3.24292 4.4187 4.18508 threshold=0.088915000000000008 -0.19998499999999997 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9367916274186906e-05 0.00035749158663214215 -0.0002348517045304108 0.00050516217802116115 leaf_weight=84.009051829405507 2.8682820070534971 15.599345877717495 3.8854045540138022 leaf_count=1592 14 607 44 internal_value=0 -0.000142578 6.00637e-05 internal_weight=0 18.4676 87.8945 internal_count=2257 621 1636 is_linear=0 shrinkage=0.000439788 Tree=6286 num_leaves=4 num_cat=0 split_feature=42 49 42 split_gain=3.16064 4.3535 4.26973 threshold=0.088915000000000008 -0.19998499999999997 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019965061142687653 0.018235918852897649 -0.011951885002573399 0.026085405974623062 leaf_weight=82.896784894837765 2.8330479189753559 15.295682058293094 3.8558692882143069 leaf_count=1592 14 607 44 internal_value=0 -0.0072201 0.00307268 internal_weight=0 18.1287 86.7527 internal_count=2257 621 1636 is_linear=0 shrinkage=0.0224292 Tree=6287 num_leaves=4 num_cat=0 split_feature=42 49 42 split_gain=3.1331 4.20532 3.95967 threshold=0.088915000000000008 -0.19998499999999997 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8311912129173684e-05 0.00035070812984279291 -0.00023046687019824134 0.00049147973995127003 leaf_weight=83.954031418521481 2.8297030199319151 15.594322563942113 3.8838802046666379 leaf_count=1592 14 607 44 internal_value=0 -0.000140935 5.84518e-05 internal_weight=0 18.424 87.8379 internal_count=2257 621 1636 is_linear=0 shrinkage=0.000439788 Tree=6288 num_leaves=4 num_cat=0 split_feature=12 12 0 split_gain=3.00499 4.02774 2.38139 threshold=0.097940000000000013 0.092355000000000007 -0.0013399999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2806624094854907e-05 0.0035581952854643012 -0.018463392657880193 0.022328509511362622 leaf_weight=76.473327766268994 11.424741567898311 6.3933726510294937 4.8278084746561936 leaf_count=1579 308 284 42 internal_value=0 -0.00138892 0.00915356 internal_weight=0 82.8667 16.2526 internal_count=2213 1863 350 is_linear=0 shrinkage=0.0224292 Tree=6289 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=3.26662 3.26895 threshold=0.25682500000000003 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1914488106206656e-05 0.00045394012098706 0.00017318157641390061 leaf_weight=80.975498004454494 3.0672269105853038 16.420321818564844 leaf_count=1773 94 346 internal_value=0 -5.62381e-06 internal_weight=0 97.3958 internal_count=2213 2119 is_linear=0 shrinkage=0.000439788 Tree=6290 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.87524 3.8777 2.34551 threshold=0.097940000000000013 0.092355000000000007 0.11621500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5431107095545749e-05 0.013329513228205981 -0.018161188651889593 -0.0076711937949505964 leaf_weight=76.492765299490202 12.848426923810623 6.3563501426106077 3.3642165340133934 leaf_count=1579 247 284 103 internal_value=0 -0.00135528 0.00896785 internal_weight=0 82.8491 16.2126 internal_count=2213 1863 350 is_linear=0 shrinkage=0.0224292 Tree=6291 num_leaves=3 num_cat=0 split_feature=3 160 split_gain=2.70508 2.95876 threshold=0.13999000000000003 -0.091944999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027363633319141994 0.00024795412876263493 8.5954868715190902e-06 leaf_weight=7.8348764646470945 8.192956166341899 84.250244666847721 leaf_count=310 122 1781 internal_value=0 -1.54694e-05 internal_weight=0 92.0851 internal_count=2213 2091 is_linear=0 shrinkage=0.000439788 Tree=6292 num_leaves=3 num_cat=0 split_feature=49 48 split_gain=3.49806 3.74952 threshold=-0.14917999999999998 -0.086624999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012355424219944221 -0.02649882604433822 -0.0010027318918859173 leaf_weight=9.6451309425756317 2.9779993451666078 91.273730515564239 leaf_count=74 43 2175 internal_value=0 -0.00181352 internal_weight=0 94.2517 internal_count=2292 2218 is_linear=0 shrinkage=0.0224292 Tree=6293 num_leaves=3 num_cat=0 split_feature=49 403 split_gain=3.3543 3.63394 threshold=-0.14917999999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012126099921607207 -0.0030856316089604915 0.012993043130456804 leaf_weight=9.6078992001712304 86.573052637082583 7.6814070438413173 leaf_count=74 2047 171 internal_value=0 -0.00177291 internal_weight=0 94.2545 internal_count=2292 2218 is_linear=0 shrinkage=0.0224292 Tree=6294 num_leaves=3 num_cat=0 split_feature=49 403 split_gain=3.21602 3.4694 threshold=-0.14917999999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01189991025067757 -0.0030161644224863471 0.012683822466690203 leaf_weight=9.5717066023498756 86.580836773446208 7.692523039324441 leaf_count=74 2047 171 internal_value=0 -0.00173277 internal_weight=0 94.2734 internal_count=2292 2218 is_linear=0 shrinkage=0.0224292 Tree=6295 num_leaves=3 num_cat=0 split_feature=49 48 split_gain=3.06227 3.46601 threshold=-0.14917999999999998 -0.086624999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022806087425007772 -0.0004956895343621214 -1.7055900552983685e-05 leaf_weight=9.6059647549409402 3.0028281828854224 92.49998458135633 leaf_count=74 43 2175 internal_value=0 -3.22013e-05 internal_weight=0 95.5028 internal_count=2292 2218 is_linear=0 shrinkage=0.000439788 Tree=6296 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=4.49203 3.29934 threshold=-0.40771999999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028736006412157292 0.0029432473245599605 -0.020012655703662091 leaf_weight=2.395683777955127 99.111276929643282 3.2341362173283406 leaf_count=86 2124 73 internal_value=0 0.00221424 internal_weight=0 102.345 internal_count=2283 2197 is_linear=0 shrinkage=0.0224292 Tree=6297 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=4.36393 3.24446 threshold=-0.40771999999999992 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028606963488750799 0.03050326011883597 0.0016021344079810518 leaf_weight=2.3530816998827495 1.9738987842574705 100.32913062634725 leaf_count=86 5 2192 internal_value=0 0.00216536 internal_weight=0 102.303 internal_count=2283 2197 is_linear=0 shrinkage=0.0224292 Tree=6298 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=4.29748 2.59192 threshold=-0.40771999999999992 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055729150402649612 5.4892444456627219e-05 -0.00032485307630474388 leaf_weight=2.3497995173311201 100.4985560818659 3.5820405426820789 leaf_count=86 2122 75 internal_value=0 4.17659e-05 internal_weight=0 104.081 internal_count=2283 2197 is_linear=0 shrinkage=0.000439788 Tree=6299 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=4.23859 3.14628 threshold=-0.40771999999999992 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028476287814751342 0.030197095861654772 0.0015658112906976418 leaf_weight=2.3110592258381066 1.949717363808303 100.35511462740578 leaf_count=86 5 2192 internal_value=0 0.002117 internal_weight=0 102.305 internal_count=2283 2197 is_linear=0 shrinkage=0.0224292 Tree=6300 num_leaves=4 num_cat=0 split_feature=4 131 3 split_gain=2.86104 3.72251 2.63404 threshold=0.27467500000000006 1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075302212929783199 0.016971723604694188 -0.014697982110330991 -0.0035011687546039269 leaf_weight=81.850902080781452 9.4078685815620684 8.6564231877418916 4.7481845208385485 leaf_count=1697 178 336 94 internal_value=0 -0.000727551 0.0101093 internal_weight=0 90.5073 14.1561 internal_count=2305 2033 272 is_linear=0 shrinkage=0.0224292 Tree=6301 num_leaves=4 num_cat=0 split_feature=4 131 47 split_gain=3.0491 3.60294 2.5831 threshold=0.27467500000000006 1.0000000180025095e-35 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3373623277668367e-05 0.00031017627574418373 -0.0002830417206754761 -0.00011901912354550333 leaf_weight=82.798234740304906 10.788993008696705 8.7522603818069893 3.6092638175468883 leaf_count=1697 243 336 29 internal_value=0 -1.50169e-05 0.000202573 internal_weight=0 91.5505 14.3983 internal_count=2305 2033 272 is_linear=0 shrinkage=0.000439788 Tree=6302 num_leaves=4 num_cat=0 split_feature=16 43 13 split_gain=2.80574 4.52633 2.86712 threshold=0.26364000000000004 0.15433000000000005 -0.094869999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098329041908015394 -0.019648346701065182 0.013340442450865743 1.3039838677459107e-06 leaf_weight=18.570346496620914 7.4137895453823131 2.8967336685091141 75.635180818184381 leaf_count=280 267 22 1736 internal_value=0 -0.0103726 0.00194097 internal_weight=0 10.3105 94.2055 internal_count=2305 289 2016 is_linear=0 shrinkage=0.0224292 Tree=6303 num_leaves=4 num_cat=0 split_feature=4 151 47 split_gain=3.00085 3.73032 2.72763 threshold=0.27467500000000006 -0.086944999999999981 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021272653483451998 0.00030877077252450041 -5.2009724908321585e-05 -0.00013261437762953783 leaf_weight=11.790980769197629 10.758558005181838 80.207700410735924 3.604384019272401 leaf_count=169 243 1864 29 internal_value=0 -1.80428e-05 0.000197976 internal_weight=0 91.9987 14.3629 internal_count=2305 2033 272 is_linear=0 shrinkage=0.000439788 Tree=6304 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.98396 3.22556 1.29916 threshold=-0.020899999999999998 -0.099659999999999985 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4036413690410462e-05 0.00027232881870851977 -0.00011799334348950444 3.2534591952595879e-05 leaf_weight=45.37420278150239 10.382343383505942 39.341635874696294 7.5459706506226203 leaf_count=474 148 1549 111 internal_value=0 -2.5862e-05 0.000171542 internal_weight=0 84.7158 17.9283 internal_count=2282 2023 259 is_linear=0 shrinkage=0.000439788 Tree=6305 num_leaves=4 num_cat=0 split_feature=52 453 15 split_gain=2.94508 2.53847 1.32285 threshold=0.25471500000000008 1.0000000180025095e-35 0.050935000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018996822927215917 -0.025196852084106009 -0.016907393043588254 -0.00044137126580736128 leaf_weight=92.307786856366874 3.1718076423603625 3.738338366179959 1.6471659099188398 leaf_count=1998 136 57 91 internal_value=0 0.00116445 -0.0167704 internal_weight=0 96.0461 4.81897 internal_count=2282 2055 227 is_linear=0 shrinkage=0.0224292 Tree=6306 num_leaves=4 num_cat=0 split_feature=52 453 15 split_gain=3.02056 2.42885 1.28733 threshold=0.25471500000000008 1.0000000180025095e-35 0.050935000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5525284496812823e-05 -0.00049396123652829934 -0.00032391846852226978 -1.777837183971776e-05 leaf_weight=93.362250121559555 3.2175402484608631 3.7643199689628082 1.664098527660826 leaf_count=1998 136 57 91 internal_value=0 2.15335e-05 -0.000332337 internal_weight=0 97.1266 4.88164 internal_count=2282 2055 227 is_linear=0 shrinkage=0.000439788 Tree=6307 num_leaves=4 num_cat=0 split_feature=52 453 15 split_gain=2.84217 2.43296 1.29555 threshold=0.25471500000000008 1.0000000180025095e-35 0.050935000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018556152360452 -0.024997143808709314 -0.016591735498166848 -0.00044050898232884695 leaf_weight=92.317473431547114 3.1269691865963969 3.7233854956284622 1.6474548207334008 leaf_count=1998 136 57 91 internal_value=0 0.00113728 -0.0165592 internal_weight=0 96.0409 4.77442 internal_count=2282 2055 227 is_linear=0 shrinkage=0.0224292 Tree=6308 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=3.00846 6.4058 5.59111 threshold=-0.0016099999999999997 0.091785000000000019 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1111050837377459e-05 -0.00031774012776979632 3.5437056744657536e-05 0.0005952696399365605 leaf_weight=51.252975621260703 14.283323427498543 32.502074319927488 3.7624644780589724 leaf_count=1438 344 399 35 internal_value=0 -7.24716e-05 7.92029e-05 internal_weight=0 46.7854 55.0154 internal_count=2216 743 1473 is_linear=0 shrinkage=0.000439788 Tree=6309 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=3.20046 6.22754 5.56783 threshold=-0.0016099999999999997 0.091785000000000019 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021690655249129256 -0.016287115135351374 0.0015609167926921119 0.030457337743260024 leaf_weight=50.647176666177984 14.14726475196221 32.154915633698693 3.7414009937201618 leaf_count=1438 344 399 35 internal_value=0 -0.00389687 0.00412503 internal_weight=0 46.3022 54.3886 internal_count=2216 743 1473 is_linear=0 shrinkage=0.0224292 Tree=6310 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=2.85912 2.77427 threshold=0.093235000000000012 -0.088929999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037319463747286798 -0.00040481301201709464 3.5200078992296701e-05 leaf_weight=3.3096557664684942 3.1194135369732967 96.023466591508623 leaf_count=52 39 2125 internal_value=0 2.15238e-05 internal_weight=0 99.3331 internal_count=2216 2177 is_linear=0 shrinkage=0.000439788 Tree=6311 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=2.99804 5.96021 5.32215 threshold=-0.0016099999999999997 0.091785000000000019 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9602760780235133e-05 -0.00031246599760126169 2.8962300226036826e-05 0.00058109997528830006 leaf_weight=51.28027818870396 14.184400962731159 32.545184865797637 3.7498512288875636 leaf_count=1438 344 399 35 internal_value=0 -7.47609e-05 7.66901e-05 internal_weight=0 46.7296 55.0301 internal_count=2216 743 1473 is_linear=0 shrinkage=0.000439788 Tree=6312 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.13537 5.01883 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056309256516372751 0.00051372624134984131 -1.5103046224905516e-05 leaf_weight=1.9049184329924163 3.5792786074453025 98.06883106305213 leaf_count=27 45 2209 internal_value=0 3.61129e-06 internal_weight=0 101.648 internal_count=2281 2254 is_linear=0 shrinkage=0.000439788 Tree=6313 num_leaves=4 num_cat=0 split_feature=50 2 48 split_gain=3.25515 4.38442 4.19161 threshold=0.082725000000000007 0.13712500000000002 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1130580865834843e-05 -0.00040777423012772755 0.00026646832078374913 -0.00043730378130819435 leaf_weight=89.184954945649224 7.5419191276523616 2.4615359114250168 3.6691881796905355 leaf_count=1783 420 38 40 internal_value=0 -0.000241673 2.21389e-05 internal_weight=0 10.0035 92.8541 internal_count=2281 458 1823 is_linear=0 shrinkage=0.000439788 Tree=6314 num_leaves=4 num_cat=0 split_feature=50 1 48 split_gain=3.16622 4.28058 4.23837 threshold=0.082725000000000007 0.13840500000000003 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019714136992637667 -0.018911406001591177 0.021141158405769338 -0.022657172445311444 leaf_weight=87.965118094392892 8.2261800976921204 1.5869213634141477 3.6424055291608957 leaf_count=1783 440 18 40 internal_value=0 -0.0124058 0.00098764 internal_weight=0 9.8131 91.6075 internal_count=2281 458 1823 is_linear=0 shrinkage=0.0224292 Tree=6315 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.11081 5.0288 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056182741205517642 0.0005154744818349447 -1.5521497688892525e-05 leaf_weight=1.9007714001927514 3.5571972453326444 97.365718380964609 leaf_count=27 45 2209 internal_value=0 3.28829e-06 internal_weight=0 100.923 internal_count=2281 2254 is_linear=0 shrinkage=0.000439788 Tree=6316 num_leaves=3 num_cat=0 split_feature=133 156 split_gain=3.90745 2.2715 threshold=-0.25159999999999993 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029164709255912243 0.0033508171618655321 -0.010586204153579526 leaf_weight=1.9757626631217124 98.980797835141857 6.2363276494288575 leaf_count=129 1992 182 internal_value=0 0.00252298 internal_weight=0 105.217 internal_count=2303 2174 is_linear=0 shrinkage=0.0224292 Tree=6317 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=3.79375 2.2402 threshold=-0.25159999999999993 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029025177818918915 -0.01752592746914974 0.0030022916845351051 leaf_weight=1.9412153831835883 2.7271678243214401 102.46336632520251 leaf_count=129 181 1993 internal_value=0 0.00246699 internal_weight=0 105.191 internal_count=2303 2174 is_linear=0 shrinkage=0.0224292 Tree=6318 num_leaves=3 num_cat=0 split_feature=133 156 split_gain=3.68301 2.17385 threshold=-0.25159999999999993 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028880877664728414 0.0032228552121124614 -0.010416779356926699 leaf_weight=1.907632388643832 98.907916412867053 6.2312391703744643 leaf_count=129 1992 182 internal_value=0 0.00241274 internal_weight=0 105.139 internal_count=2303 2174 is_linear=0 shrinkage=0.0224292 Tree=6319 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=3.59029 2.15043 threshold=-0.25159999999999993 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055935173447468336 -0.00033809299495094137 5.7185128568903112e-05 leaf_weight=1.9038012709861494 2.7135112895375633 103.40495277135778 leaf_count=129 181 1993 internal_value=0 4.70186e-05 internal_weight=0 106.118 internal_count=2303 2174 is_linear=0 shrinkage=0.000439788 Tree=6320 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.47976 3.12753 threshold=0.18307500000000002 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001466995950347997 0.00045534239867965436 -3.9312357552285664e-05 leaf_weight=22.643716123569902 3.3863316127972203 76.466139265739912 leaf_count=316 105 1838 internal_value=0 3.20602e-06 internal_weight=0 99.1099 internal_count=2259 2154 is_linear=0 shrinkage=0.000439788 Tree=6321 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=3.46171 8.22868 4.62195 threshold=0.11614000000000001 0.10114000000000002 -0.15026499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032240314437424359 -0.00068690351170440508 8.5329088329842758e-05 9.7634966922152176e-06 leaf_weight=10.285051544953602 4.3352361792931315 6.8853499326505698 81.374341785129218 leaf_count=144 249 106 1760 internal_value=0 -0.000213694 4.49045e-05 internal_weight=0 11.2206 91.6594 internal_count=2259 355 1904 is_linear=0 shrinkage=0.000439788 Tree=6322 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.37809 3.18518 threshold=0.18307500000000002 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014863381453030026 0.00045473850647143949 -3.9373172025447114e-05 leaf_weight=22.585592945088138 3.3002328588918308 76.102967220042046 leaf_count=316 105 1838 internal_value=0 3.67401e-06 internal_weight=0 98.6886 internal_count=2259 2154 is_linear=0 shrinkage=0.000439788 Tree=6323 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=3.57305 8.12623 4.39168 threshold=0.11614000000000001 0.10114000000000002 -0.15026499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031923759490725382 -0.00068850646843009395 8.0641406749813128e-05 1.2463840913747151e-05 leaf_weight=10.142174157692351 4.3095575332008575 6.8697833447658923 80.782509826087335 leaf_count=144 249 106 1760 internal_value=0 -0.000216528 4.67427e-05 internal_weight=0 11.1793 90.9247 internal_count=2259 355 1904 is_linear=0 shrinkage=0.000439788 Tree=6324 num_leaves=4 num_cat=0 split_feature=51 12 47 split_gain=2.66039 3.58075 1.97372 threshold=0.045645000000000005 -0.094939999999999983 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041868281137104752 9.1438632611851142e-05 8.9905224692939711e-06 0.0004076809999293965 leaf_weight=3.9600819722400038 18.756561262282052 78.183978517399737 4.7793677130830465 leaf_count=89 304 1837 66 internal_value=0 -1.17197e-05 0.000155935 internal_weight=0 82.1441 23.5359 internal_count=2296 1926 370 is_linear=0 shrinkage=0.000439788 Tree=6325 num_leaves=3 num_cat=0 split_feature=12 52 split_gain=2.74677 2.88286 threshold=-0.094939999999999983 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015719169782453378 -0.023362098840821664 0.0026691020831376101 leaf_weight=4.5309401872218578 2.1691514386620829 97.804159069128218 leaf_count=105 172 2019 internal_value=0 0.00209994 internal_weight=0 99.9733 internal_count=2296 2191 is_linear=0 shrinkage=0.0224292 Tree=6326 num_leaves=4 num_cat=0 split_feature=51 12 47 split_gain=2.63252 3.61232 2.0385 threshold=0.045645000000000005 -0.094939999999999983 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021593416906592944 0.0045895862970355477 0.00045588813470428407 0.021099061600355958 leaf_weight=3.9086595351109272 18.537407485080625 77.305894891698699 4.7072019401821299 leaf_count=89 304 1837 66 internal_value=0 -0.000610117 0.00794745 internal_weight=0 81.2146 23.2446 internal_count=2296 1926 370 is_linear=0 shrinkage=0.0224292 Tree=6327 num_leaves=3 num_cat=0 split_feature=12 3 split_gain=2.49307 2.62002 threshold=-0.094939999999999983 -0.078904999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014952152240997362 -0.0024607477141638744 0.0049593612541886404 leaf_weight=4.5408901278860858 39.747941100349635 60.137216846298543 leaf_count=105 1278 913 internal_value=0 0.00200672 internal_weight=0 99.8852 internal_count=2296 2191 is_linear=0 shrinkage=0.0224292 Tree=6328 num_leaves=4 num_cat=0 split_feature=484 457 39 split_gain=2.71865 3.49871 2.37326 threshold=-0.0048499999999999993 -0.084579999999999975 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003253378863302364 -0.0003280083348490322 -0.00045149730733772691 3.8752721228369139e-05 leaf_weight=1.4440430913091402 3.5169294309453099 4.8241579011009881 97.703551127633546 leaf_count=53 51 305 1898 internal_value=0 -0.000272089 2.59501e-05 internal_weight=0 6.2682 101.22 internal_count=2307 358 1949 is_linear=0 shrinkage=0.000439788 Tree=6329 num_leaves=4 num_cat=0 split_feature=484 457 1 split_gain=2.71311 3.56304 2.61818 threshold=-0.0048499999999999993 -0.084684999999999996 0.077765000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033460204671883277 -6.9683303470325167e-05 -0.00045122264252167024 7.9731931219526985e-05 leaf_weight=1.4378993421123594 34.225674209916178 4.7901158093081895 67.170470861634385 leaf_count=52 993 306 956 internal_value=0 -0.000269326 2.92941e-05 internal_weight=0 6.22802 101.396 internal_count=2307 358 1949 is_linear=0 shrinkage=0.000439788 Tree=6330 num_leaves=4 num_cat=0 split_feature=484 457 52 split_gain=2.72476 3.37341 2.58103 threshold=-0.0048499999999999993 -0.083804999999999977 -0.5138299999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031485958948795516 -0.00045679308807217931 -0.00044931966607293319 3.8612563401697903e-05 leaf_weight=1.4426947400934294 2.0576919271115903 4.7653436383989165 98.947980302340511 leaf_count=57 143 301 1806 internal_value=0 -0.00027131 2.84357e-05 internal_weight=0 6.20804 101.006 internal_count=2307 358 1949 is_linear=0 shrinkage=0.000439788 Tree=6331 num_leaves=4 num_cat=0 split_feature=484 457 52 split_gain=2.70784 3.48747 2.59376 threshold=-0.0048499999999999993 -0.084684999999999996 -0.5138299999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032673556600301673 -0.00045695572091622412 -0.0004501261594867635 3.6596590719697563e-05 leaf_weight=1.4380660572496706 2.0838352892751564 4.8211080795153967 99.710659250122262 leaf_count=52 143 306 1806 internal_value=0 -0.000271189 2.64093e-05 internal_weight=0 6.25917 101.794 internal_count=2307 358 1949 is_linear=0 shrinkage=0.000439788 Tree=6332 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=3.48893 5.88214 3.76495 threshold=0.083810000000000009 0.030370000000000005 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010491045377742278 -0.0002510910125851591 -0.014372716550387438 0.018875863513922748 leaf_weight=65.225354050879105 11.457415816083087 15.35517735072426 9.4252779359521792 leaf_count=932 492 616 242 internal_value=0 -0.00189234 0.0083911 internal_weight=0 80.5805 20.8827 internal_count=2282 1548 734 is_linear=0 shrinkage=0.0224292 Tree=6333 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=3.26025 5.74434 3.4815 threshold=0.083810000000000009 0.030370000000000005 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.072257341167005e-05 -3.7663112249354965e-06 -0.00027742443385235022 0.00035463924730690137 leaf_weight=65.721703921877634 11.626889389379359 15.414224063570144 9.526288395340087 leaf_count=932 492 616 242 internal_value=0 -3.59714e-05 0.000157815 internal_weight=0 81.1359 21.1532 internal_count=2282 1548 734 is_linear=0 shrinkage=0.000439788 Tree=6334 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=3.13493 5.7629 3.53528 threshold=0.083810000000000009 0.030370000000000005 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1526087712311112e-05 -7.624917552091902e-06 -0.00027673318943724717 0.00035338265334353201 leaf_weight=65.990260781763936 11.662615047989677 15.446595196153792 9.5166749731579312 leaf_count=932 492 616 242 internal_value=0 -3.50981e-05 0.000154762 internal_weight=0 81.4369 21.1793 internal_count=2282 1548 734 is_linear=0 shrinkage=0.000439788 Tree=6335 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=3.32142 5.6471 3.57823 threshold=0.083810000000000009 0.030370000000000005 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010267821899748609 -0.0002470293164209455 -0.01411293897834273 0.018384692811925937 leaf_weight=65.242797470480582 11.464623600331835 15.281175702744802 9.4479974456189648 leaf_count=932 492 616 242 internal_value=0 -0.00184897 0.00817958 internal_weight=0 80.524 20.9126 internal_count=2282 1548 734 is_linear=0 shrinkage=0.0224292 Tree=6336 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.22741 5.44512 3.0878 threshold=-0.010949999999999998 -0.043244999999999992 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2445419816408117e-05 -3.1284109788935173e-05 -0.00051598368174741993 0.00035255627270451827 leaf_weight=77.154313551915038 8.3933706026873569 4.7648120033554724 7.8154895799234501 leaf_count=1929 131 67 105 internal_value=0 -6.0684e-05 0.000153991 internal_weight=0 81.9191 16.2089 internal_count=2232 1996 236 is_linear=0 shrinkage=0.000439788 Tree=6337 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.02649 5.64421 3.07731 threshold=-0.010949999999999998 -0.043244999999999992 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016865704370790096 -0.0019464365984533762 -0.027087787483676625 0.017867830092193629 leaf_weight=75.015533855032118 8.2035130918957275 4.6561230251099905 7.5676123604062004 leaf_count=1929 131 67 105 internal_value=0 -0.00317719 0.00757134 internal_weight=0 79.6717 15.7711 internal_count=2232 1996 236 is_linear=0 shrinkage=0.0224292 Tree=6338 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.98134 4.50066 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02689418053563452 0.03042875929504555 -0.0015322835789687759 leaf_weight=2.2287271675195361 2.2527744111139318 90.900803032398471 leaf_count=115 9 2108 internal_value=0 -0.000753279 internal_weight=0 93.1536 internal_count=2232 2117 is_linear=0 shrinkage=0.0224292 Tree=6339 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.92818 4.39522 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051686024048426939 0.00059309465196092552 -2.7999720323304372e-05 leaf_weight=2.2674068756714396 2.2384568722918621 92.393717246097367 leaf_count=115 9 2108 internal_value=0 -1.31915e-05 internal_weight=0 94.6322 internal_count=2232 2117 is_linear=0 shrinkage=0.000439788 Tree=6340 num_leaves=3 num_cat=0 split_feature=448 12 split_gain=2.63234 2.53898 threshold=-0.083114999999999981 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020109541868733854 0.0022842737728820976 -0.016880544439076019 leaf_weight=2.8928996336180708 90.048707466605265 3.5982882189528018 leaf_count=42 2096 113 internal_value=0 0.00154459 internal_weight=0 93.647 internal_count=2251 2209 is_linear=0 shrinkage=0.0224292 Tree=6341 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=2.38816 3.33509 threshold=0.092360000000000012 -0.14902499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019700236296367563 0.00023275337367690185 3.2916502139434289e-05 leaf_weight=14.59097954250319 8.9844413663668075 74.027616377081358 leaf_count=167 96 1988 internal_value=0 -4.97372e-06 internal_weight=0 88.6186 internal_count=2251 2155 is_linear=0 shrinkage=0.000439788 Tree=6342 num_leaves=3 num_cat=0 split_feature=448 12 split_gain=2.52292 2.42975 threshold=-0.083114999999999981 0.11621500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019724536281349753 0.0022321146430944595 -0.016530350656865964 leaf_weight=2.883147351210936 90.066014639851346 3.5924781717949363 leaf_count=42 2096 113 internal_value=0 0.00150922 internal_weight=0 93.6585 internal_count=2251 2209 is_linear=0 shrinkage=0.0224292 Tree=6343 num_leaves=3 num_cat=0 split_feature=448 52 split_gain=2.36981 2.3062 threshold=-0.083114999999999981 -0.53299999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037461197103916136 -0.00046214323793017625 3.7218711263997517e-05 leaf_weight=2.9010227229446164 1.8047868735957298 93.060293420816379 leaf_count=42 136 2073 internal_value=0 2.76274e-05 internal_weight=0 94.8651 internal_count=2251 2209 is_linear=0 shrinkage=0.000439788 Tree=6344 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=3.0595 4.49995 3.83527 threshold=0.077655000000000016 0.084805000000000019 -0.26595999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.027307875375189597 0.035399012364673743 0.0042722644503353033 -0.002436853341732347 leaf_weight=2.2288802326656869 2.5591762686381143 25.015314876423872 72.95270756246282 leaf_count=18 42 695 1499 internal_value=0 0.00718362 -0.00154831 internal_weight=0 27.5745 75.1816 internal_count=2254 737 1517 is_linear=0 shrinkage=0.0224292 Tree=6345 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=2.92567 4.31596 3.7203 threshold=0.077655000000000016 0.084805000000000019 -0.26595999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.027147482451197427 0.034695692508757418 0.0041779987214143818 -0.0023822209804163809 leaf_weight=2.1922877933830014 2.5529492756468271 25.006519941049191 72.952403477607731 leaf_count=18 42 695 1499 internal_value=0 0.00702704 -0.00151404 internal_weight=0 27.5595 75.1447 internal_count=2254 737 1517 is_linear=0 shrinkage=0.0224292 Tree=6346 num_leaves=4 num_cat=0 split_feature=457 52 457 split_gain=2.85774 2.19501 1.49723 threshold=-0.072694999999999996 0.077655000000000016 -0.09521499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7652648780469714e-05 -8.3770182707311156e-06 0.00013846569962970914 -0.00050644307717209204 leaf_weight=2.3763382452307269 71.370295004566287 27.169416493550671 2.9480023958822121 leaf_count=46 1394 710 104 internal_value=0 3.21295e-05 -0.000298097 internal_weight=0 98.5397 5.32434 internal_count=2254 2104 150 is_linear=0 shrinkage=0.000439788 Tree=6347 num_leaves=3 num_cat=0 split_feature=1429 49 split_gain=3.36114 3.26495 threshold=-1.0000000180025095e-35 -0.0019649999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047708534807309181 -9.338788733234045e-05 7.8987361409106358e-05 leaf_weight=2.5949939551137495 30.173679275998438 71.762163329563919 leaf_count=114 442 1698 internal_value=0 2.79552e-05 internal_weight=0 101.936 internal_count=2254 2140 is_linear=0 shrinkage=0.000439788 Tree=6348 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.94439 3.08818 threshold=0.087855000000000016 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020997366879751234 -0.020999190135360189 -0.00014684997366717234 leaf_weight=3.5873363823629907 3.2536988634383297 95.299422800235334 leaf_count=31 54 2176 internal_value=0 0.000624108 internal_weight=0 98.8868 internal_count=2261 2207 is_linear=0 shrinkage=0.0224292 Tree=6349 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.82594 2.97561 threshold=0.087855000000000016 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020688348757318547 -0.020615009767534574 -0.00014355674797443026 leaf_weight=3.5598553172312668 3.2405040947487569 95.299549515548279 leaf_count=31 54 2176 internal_value=0 0.000610434 internal_weight=0 98.8594 internal_count=2261 2207 is_linear=0 shrinkage=0.0224292 Tree=6350 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.60005 2.88867 threshold=0.087855000000000016 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039885742719006942 -0.00038568358728056988 -2.8899975440894016e-06 leaf_weight=3.5712390085682264 3.2732717713806769 96.55758524731209 leaf_count=31 54 2176 internal_value=0 1.15122e-05 internal_weight=0 100.129 internal_count=2261 2207 is_linear=0 shrinkage=0.000439788 Tree=6351 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.59469 2.9051 threshold=0.087855000000000016 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039763268428554243 -0.00038701724728838142 -5.3878790657641739e-06 leaf_weight=3.5687596846837542 3.2856616685166946 96.574150802711301 leaf_count=31 54 2176 internal_value=0 9.04748e-06 internal_weight=0 100.143 internal_count=2261 2207 is_linear=0 shrinkage=0.000439788 Tree=6352 num_leaves=3 num_cat=0 split_feature=457 4 split_gain=2.45273 2.74409 threshold=-0.23069499999999998 0.0052350000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020713107634052 -0.0038106104005067041 0.0036167717538651192 leaf_weight=2.7963882538024327 56.294920122087206 45.017523289086967 leaf_count=23 1613 654 internal_value=0 -0.000510242 internal_weight=0 101.312 internal_count=2290 2267 is_linear=0 shrinkage=0.0224292 Tree=6353 num_leaves=3 num_cat=0 split_feature=457 4 split_gain=2.36772 2.62397 threshold=-0.23069499999999998 0.0052350000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020452666116376084 -0.0037266390552200749 0.0035386720685998962 leaf_weight=2.7690320706460616 56.272979193434367 44.9799350674366 leaf_count=23 1613 654 internal_value=0 -0.000499086 internal_weight=0 101.253 internal_count=2290 2267 is_linear=0 shrinkage=0.0224292 Tree=6354 num_leaves=4 num_cat=0 split_feature=2 1 457 split_gain=2.55141 6.69623 3.15146 threshold=0.088485000000000022 0.077845000000000011 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047351553725786513 2.0417219067220118e-05 -8.2945237472944915e-08 0.00030653372770581201 leaf_weight=6.9961475911841253 57.736224281528848 32.772003638630849 8.5297452305094321 leaf_count=539 1062 602 87 internal_value=0 -8.35581e-05 5.73238e-05 internal_weight=0 39.7682 66.266 internal_count=2290 1141 1149 is_linear=0 shrinkage=0.000439788 Tree=6355 num_leaves=4 num_cat=0 split_feature=2 1 457 split_gain=2.55428 6.63528 3.09881 threshold=0.088485000000000022 0.077845000000000011 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047570685557364812 1.8558263249603588e-05 -2.8277652666950027e-06 0.00030338296783689498 leaf_weight=6.9470959273239705 57.234025029469194 32.583468448880012 8.4644652405404468 leaf_count=539 1062 602 87 internal_value=0 -8.6121e-05 5.5332e-05 internal_weight=0 39.5306 65.6985 internal_count=2290 1141 1149 is_linear=0 shrinkage=0.000439788 Tree=6356 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=3.29888 3.69217 threshold=0.15015500000000001 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0042287540896059888 0.015961920586833454 -0.0047880966314294742 leaf_weight=50.49164736813691 7.134361186384921 41.691623598995648 leaf_count=629 115 1481 internal_value=0 0.000150566 internal_weight=0 92.1833 internal_count=2225 2110 is_linear=0 shrinkage=0.0224292 Tree=6357 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=3.19288 3.53151 threshold=0.15015500000000001 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0041368500454246337 0.015785299917812506 -0.0046853962160862649 leaf_weight=50.456545423046919 7.0535107694740864 41.650754543328731 leaf_count=629 115 1481 internal_value=0 0.000147302 internal_weight=0 92.1073 internal_count=2225 2110 is_linear=0 shrinkage=0.0224292 Tree=6358 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=3.29902 3.42526 threshold=0.15015500000000001 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.8007798010764471e-05 0.0003110209788087044 -9.1125136900521795e-05 leaf_weight=51.046703691885341 7.1427721905929493 42.359713426623784 leaf_count=629 115 1481 internal_value=0 1.30324e-06 internal_weight=0 93.4064 internal_count=2225 2110 is_linear=0 shrinkage=0.000439788 Tree=6359 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=3.09184 3.3757 threshold=0.15015500000000001 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0040437696616764177 0.015610302084648307 -0.0045840165143289664 leaf_weight=50.433789504000742 6.9760586185147977 41.624769730482512 leaf_count=629 115 1481 internal_value=0 0.000142528 internal_weight=0 92.0586 internal_count=2225 2110 is_linear=0 shrinkage=0.0224292 Tree=6360 num_leaves=4 num_cat=0 split_feature=131 3 12 split_gain=3.30199 2.65199 1.48142 threshold=0.10033500000000002 -0.10106999999999998 0.10115500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0054480610868869661 0.004095435707116131 -0.0031158908411533922 0.031925177160794543 leaf_weight=23.733380576733907 1.7090671594924054 77.674933511229028 2.2018761726212688 leaf_count=323 121 1829 31 internal_value=0 -0.00111095 0.0198427 internal_weight=0 101.408 3.91094 internal_count=2304 2152 152 is_linear=0 shrinkage=0.0224292 Tree=6361 num_leaves=4 num_cat=0 split_feature=131 133 12 split_gain=3.0705 2.95142 1.38937 threshold=0.10033500000000002 -0.25159999999999993 0.10115500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054195314880356774 7.5330689611907535e-05 -1.2315002103608684e-05 0.00059870075238385148 leaf_weight=2.0578444256098001 1.7522304562880884 100.81456122212694 2.2280405975179747 leaf_count=137 121 2015 31 internal_value=0 -2.30084e-05 0.000369758 internal_weight=0 102.872 3.98027 internal_count=2304 2152 152 is_linear=0 shrinkage=0.000439788 Tree=6362 num_leaves=4 num_cat=0 split_feature=131 133 12 split_gain=2.97754 2.9734 1.36169 threshold=0.10033500000000002 -0.25159999999999993 0.10115500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054322053013096437 7.3814575796123355e-05 -1.0526384392511884e-05 0.000591299038034501 leaf_weight=2.049217637457331 1.7557387352426297 100.74438788167026 2.234843836791697 leaf_count=137 121 2015 31 internal_value=0 -2.12447e-05 0.000365057 internal_weight=0 102.794 3.99058 internal_count=2304 2152 152 is_linear=0 shrinkage=0.000439788 Tree=6363 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=3.1527 3.69411 threshold=-0.25159999999999993 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02779537438813557 0.022148587459676659 -0.00059634046552792177 leaf_weight=2.0414212312534792 3.7075464337249278 99.608501010297914 leaf_count=145 48 2111 internal_value=0 0.000223813 internal_weight=0 103.316 internal_count=2304 2159 is_linear=0 shrinkage=0.0224292 Tree=6364 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=2.75169 3.01738 0.9355 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.086184999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014336174844031939 -0.016320975366941 0.002797444360574376 -0.023567262246044589 leaf_weight=1.438810558793193 4.3191919924283857 97.291822294202575 2.8873387071034804 leaf_count=64 164 1769 288 internal_value=0 0.00198186 -0.0162446 internal_weight=0 101.611 4.32615 internal_count=2285 1933 352 is_linear=0 shrinkage=0.0224292 Tree=6365 num_leaves=4 num_cat=0 split_feature=1213 475 3 split_gain=2.66241 2.89207 0.894505 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018646891847987892 -0.016013357467709249 0.0027354940737438255 -0.023497773284035694 leaf_weight=1.464381509227678 4.303968588836141 97.264324656935059 2.8009234190758425 leaf_count=30 164 1769 322 internal_value=0 0.00193815 -0.016112 internal_weight=0 101.568 4.2653 internal_count=2285 1933 352 is_linear=0 shrinkage=0.0224292 Tree=6366 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=2.57574 2.77163 0.922734 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.085834999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013831648329572989 -0.015709083212732209 0.0026748936446348401 -0.023515627369199311 leaf_weight=1.4402066221155108 4.2894656015414503 97.237629329891206 2.7658661115056011 leaf_count=65 164 1769 287 internal_value=0 0.00189537 -0.0159777 internal_weight=0 101.527 4.20607 internal_count=2285 1933 352 is_linear=0 shrinkage=0.0224292 Tree=6367 num_leaves=4 num_cat=0 split_feature=401 0 2 split_gain=2.75081 2.29473 0.622944 threshold=0.085900000000000018 0.17126500000000003 0.089015000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5140196318008748e-05 -0.00048029860269541911 0.00036201416504405505 -0.00011330660715433685 leaf_weight=99.970786338628386 2.3535487780172839 4.0513378122122949 1.4597074668999992 leaf_count=2055 133 26 71 internal_value=0 3.83244e-05 -0.000341079 internal_weight=0 104.022 3.81326 internal_count=2285 2081 204 is_linear=0 shrinkage=0.000439788 Tree=6368 num_leaves=4 num_cat=0 split_feature=0 484 48 split_gain=2.81543 3.82438 2.22856 threshold=-0.060199999999999997 -0.0048499999999999993 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018601368668989322 0.0043834181893574152 0.00062762504447542121 0.020396314647723991 leaf_weight=5.5985580722117438 21.639433610223936 70.526037798896141 5.4659479336114591 leaf_count=330 344 1543 64 internal_value=0 -0.000790874 0.00762459 internal_weight=0 76.1246 27.1054 internal_count=2281 1873 408 is_linear=0 shrinkage=0.0224292 Tree=6369 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=2.6984 2.83576 2.06671 threshold=-0.060199999999999997 -0.081224999999999978 -0.45791499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068015670621558106 0.021731935799106188 0.0023353103440301791 0.0047730385254509513 leaf_weight=25.882585926878164 4.2833118221024078 50.204198412975529 22.754043527384056 leaf_count=936 17 937 391 internal_value=0 -0.000773725 0.00747314 internal_weight=0 76.0868 27.0374 internal_count=2281 1873 408 is_linear=0 shrinkage=0.0224292 Tree=6370 num_leaves=4 num_cat=0 split_feature=0 157 48 split_gain=2.60699 3.54054 2.18205 threshold=-0.060199999999999997 -0.077234999999999984 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021373630961148309 8.1389500310087849e-05 -5.3546326431169623e-05 0.00039246363453586375 leaf_weight=11.20509583137027 21.749002927899713 65.640772328217281 5.4414531745132981 leaf_count=227 344 1646 64 internal_value=0 -1.45297e-05 0.000143874 internal_weight=0 76.8459 27.1905 internal_count=2281 1873 408 is_linear=0 shrinkage=0.000439788 Tree=6371 num_leaves=4 num_cat=0 split_feature=0 484 48 split_gain=2.7271 3.60561 2.13551 threshold=-0.060199999999999997 -0.0048499999999999993 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035592820082033306 8.1705672781692585e-05 8.3929358022691835e-06 0.00038907531620715579 leaf_weight=5.6517106793035046 21.854851080992379 71.491234862123747 5.4513005160843013 leaf_count=330 344 1543 64 internal_value=0 -1.83797e-05 0.000143297 internal_weight=0 77.1429 27.3062 internal_count=2281 1873 408 is_linear=0 shrinkage=0.000439788 Tree=6372 num_leaves=4 num_cat=0 split_feature=131 12 150 split_gain=3.31816 4.78701 4.17561 threshold=0.085335000000000008 0.074370000000000006 0.11235000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6638386106554785e-05 0.00027654789470241717 -0.00045230910596530139 0.00039466129856249025 leaf_weight=85.305878211398522 2.4222695004427788 6.099043358975905 6.0336650581157292 leaf_count=1832 69 297 76 internal_value=0 -0.000244969 4.16869e-05 internal_weight=0 8.52131 91.3395 internal_count=2274 366 1908 is_linear=0 shrinkage=0.000439788 Tree=6373 num_leaves=4 num_cat=0 split_feature=131 12 150 split_gain=3.2948 4.55202 4.1072 threshold=0.085335000000000008 0.074370000000000006 0.11235000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081592277721558059 0.013698992040530013 -0.023020815661806453 0.020060369942161135 leaf_weight=84.481926142596421 2.3546749045490269 5.9779595419968246 5.9546383726992635 leaf_count=1832 69 297 76 internal_value=0 -0.0126368 0.00208701 internal_weight=0 8.33263 90.4366 internal_count=2274 366 1908 is_linear=0 shrinkage=0.0224292 Tree=6374 num_leaves=4 num_cat=0 split_feature=131 12 150 split_gain=3.11168 4.69073 4.0552 threshold=0.085335000000000008 0.074370000000000006 0.11235000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5284648977738632e-05 0.00027275183804214225 -0.00044733435739152092 0.00038809932769015695 leaf_weight=86.289663141455094 2.4498780468711612 6.0114408983790781 6.0189642422774332 leaf_count=1832 69 297 76 internal_value=0 -0.000238697 3.96692e-05 internal_weight=0 8.46132 92.3086 internal_count=2274 366 1908 is_linear=0 shrinkage=0.000439788 Tree=6375 num_leaves=4 num_cat=0 split_feature=131 12 150 split_gain=3.26336 4.74433 4.10254 threshold=0.085335000000000008 0.074370000000000006 0.11235000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5797943825004217e-05 0.00027544723598112029 -0.00045211036327393744 0.0003915725345892705 leaf_weight=85.758136994856613 2.4113524890562967 6.0525793927226914 5.9944430886534965 leaf_count=1832 69 297 76 internal_value=0 -0.000244678 4.04247e-05 internal_weight=0 8.46393 91.7526 internal_count=2274 366 1908 is_linear=0 shrinkage=0.000439788 Tree=6376 num_leaves=4 num_cat=0 split_feature=2 3 42 split_gain=3.6567 4.77142 4.42045 threshold=0.084055000000000005 -1.0000000180025095e-35 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8780782072491665e-05 -0.00010047509903370461 0.00041327864461590319 0.00015737800125700802 leaf_weight=23.436442503822036 50.777240661529504 9.1323109225777426 17.199274849837821 leaf_count=577 1159 69 451 internal_value=0 0.000143971 -3.52078e-05 internal_weight=0 32.5688 67.9765 internal_count=2256 646 1610 is_linear=0 shrinkage=0.000439788 Tree=6377 num_leaves=4 num_cat=0 split_feature=2 3 42 split_gain=3.50808 5.01687 4.19192 threshold=0.084055000000000005 -1.0000000180025095e-35 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4165484361886675e-05 -9.6698673414179239e-05 0.00041785001459203113 0.0001551096235846736 leaf_weight=23.403099031551392 50.765922841292195 9.1585888769768626 17.071144516579807 leaf_count=577 1159 69 451 internal_value=0 0.000142266 -3.33055e-05 internal_weight=0 32.5617 67.8371 internal_count=2256 646 1610 is_linear=0 shrinkage=0.000439788 Tree=6378 num_leaves=4 num_cat=0 split_feature=2 3 42 split_gain=3.64826 4.85029 4.24479 threshold=0.084055000000000005 -1.0000000180025095e-35 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019052526349964218 -0.0050791382463963065 0.021227432068758427 0.0079315618175821844 leaf_weight=23.08477728132857 50.153107994457969 9.0999139244959206 16.833560277242213 leaf_count=577 1159 69 451 internal_value=0 0.00737776 -0.00180826 internal_weight=0 32.1847 66.9867 internal_count=2256 646 1610 is_linear=0 shrinkage=0.0224292 Tree=6379 num_leaves=4 num_cat=0 split_feature=2 3 42 split_gain=3.48878 4.65927 4.05753 threshold=0.084055000000000005 -1.0000000180025095e-35 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018617573073902232 -0.0049634374834483389 0.020820537510862533 0.0077604723184687514 leaf_weight=23.094554888775747 50.17132792733355 9.0703697810386057 16.819374157545099 leaf_count=577 1159 69 451 internal_value=0 0.00721723 -0.00176754 internal_weight=0 32.1649 66.9907 internal_count=2256 646 1610 is_linear=0 shrinkage=0.0224292 Tree=6380 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=2.8245 3.82505 3.42037 threshold=-0.061684999999999997 -0.078904999999999989 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019782656115107731 -5.8565209135874328e-05 1.2195559024546408e-05 0.00024802625252721663 leaf_weight=26.706596398984402 13.742235257406721 45.030050792694965 14.393919887486843 leaf_count=1100 179 750 256 internal_value=0 -6.60247e-05 9.83429e-05 internal_weight=0 71.7366 28.1362 internal_count=2285 1850 435 is_linear=0 shrinkage=0.000439788 Tree=6381 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=2.77943 3.67151 3.35162 threshold=-0.061684999999999997 -0.078904999999999989 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010016500811105847 -0.0029765730268335833 0.00055268579123280489 0.012610050912908361 leaf_weight=26.303185534074146 13.559059193241412 44.460751398917637 14.185944621814995 leaf_count=1100 179 750 256 internal_value=0 -0.00337756 0.00499602 internal_weight=0 70.7639 27.745 internal_count=2285 1850 435 is_linear=0 shrinkage=0.0224292 Tree=6382 num_leaves=3 num_cat=0 split_feature=47 47 split_gain=2.73013 3.07576 threshold=0.11312500000000002 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00096729941400790014 0.0098753364540171314 -0.015667098437105596 leaf_weight=80.134456753639824 10.372411851305513 7.8446809177694368 leaf_count=2030 120 135 internal_value=0 -0.00228113 internal_weight=0 87.9791 internal_count=2285 2165 is_linear=0 shrinkage=0.0224292 Tree=6383 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=2.63706 3.5417 3.1909 threshold=-0.061684999999999997 -0.078904999999999989 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0098163437534825957 -0.0028733150935325398 0.00057985090348461148 0.0123479364707856 leaf_weight=26.180649662604992 13.577536640455948 44.453792718499244 14.116730755064053 leaf_count=1100 179 750 256 internal_value=0 -0.00327511 0.00488865 internal_weight=0 70.6344 27.6943 internal_count=2285 1850 435 is_linear=0 shrinkage=0.0224292 Tree=6384 num_leaves=3 num_cat=0 split_feature=41 132 split_gain=2.58048 2.15406 threshold=0.08178500000000001 0.09678500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017142199021432422 -0.014951449629115812 0.019486743903801493 leaf_weight=95.39576108159963 4.5145338335423721 3.5399645219149525 leaf_count=2070 86 114 internal_value=0 0.00235377 internal_weight=0 98.9357 internal_count=2270 2184 is_linear=0 shrinkage=0.0224292 Tree=6385 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=2.41297 2.09848 threshold=0.08178500000000001 -0.00099499999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010791263906699449 -0.0002833328462772364 -1.9565366941365168e-05 leaf_weight=48.985356380351732 4.566192864032927 50.92668634250731 leaf_count=1520 86 664 internal_value=0 4.29438e-05 internal_weight=0 99.912 internal_count=2270 2184 is_linear=0 shrinkage=0.000439788 Tree=6386 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=2.46647 2.12782 threshold=0.08178500000000001 -0.00099499999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0056582286283910705 -0.014631417630020901 -0.00092078155950394769 leaf_weight=48.403551007524584 4.508338648127391 50.53751027508406 leaf_count=1520 86 664 internal_value=0 0.00229825 internal_weight=0 98.9411 internal_count=2270 2184 is_linear=0 shrinkage=0.0224292 Tree=6387 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=2.24663 2.03611 threshold=0.08178500000000001 -0.00099499999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010735985733753834 -0.00027026293479925971 -1.7705360026681608e-05 leaf_weight=49.414697583919406 4.5921558590780469 51.302412927168916 leaf_count=1520 86 664 internal_value=0 4.36639e-05 internal_weight=0 100.717 internal_count=2270 2184 is_linear=0 shrinkage=0.000439788 Tree=6388 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.94713 3.35392 threshold=0.25682500000000003 0.08784500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.4267360479878938e-05 0.00045259356623341806 -0.00012887371466139297 leaf_weight=78.535486027622028 3.1446710533200521 22.314982192590833 leaf_count=2008 99 177 internal_value=0 2.15151e-05 internal_weight=0 100.85 internal_count=2284 2185 is_linear=0 shrinkage=0.000439788 Tree=6389 num_leaves=4 num_cat=0 split_feature=1213 403 484 split_gain=2.75048 3.23815 1.46481 threshold=-1.0000000180025095e-35 0.092660000000000006 0.068975000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045820393865394278 2.8219353117769097e-05 0.00034199742334065347 7.3953777891136422e-05 leaf_weight=3.2361243228806407 93.369139216363692 6.8076222915988174 1.4374335273478207 leaf_count=341 1827 94 22 internal_value=0 4.96036e-05 -0.000294895 internal_weight=0 100.177 4.67356 internal_count=2284 1921 363 is_linear=0 shrinkage=0.000439788 Tree=6390 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.96557 3.35049 threshold=0.25682500000000003 0.08784500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.3465292341491038e-05 0.0004527346295034821 -0.00012950117906762213 leaf_weight=78.702130928148108 3.1520361777365897 22.324043335043825 leaf_count=2008 99 177 internal_value=0 2.08085e-05 internal_weight=0 101.026 internal_count=2284 2185 is_linear=0 shrinkage=0.000439788 Tree=6391 num_leaves=4 num_cat=0 split_feature=1213 403 160 split_gain=2.6937 3.37893 1.3486 threshold=-1.0000000180025095e-35 0.092660000000000006 -0.00067499999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027541453557786881 0.0014529140034365581 0.017832958524125388 -0.023351822980397983 leaf_weight=1.457115162787886 91.868402909074575 6.7860619775892692 3.0979145345409043 leaf_count=40 1827 94 323 internal_value=0 0.00258287 -0.0150241 internal_weight=0 98.6545 4.55503 internal_count=2284 1921 363 is_linear=0 shrinkage=0.0224292 Tree=6392 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.11742 2.75259 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032282793513043509 0.00054523019016505868 2.9386539960922298e-05 leaf_weight=3.1920816749079668 2.0239959373138836 96.795906290790299 leaf_count=130 17 2137 internal_value=0 4.00552e-05 internal_weight=0 98.8199 internal_count=2284 2154 is_linear=0 shrinkage=0.000439788 Tree=6393 num_leaves=4 num_cat=0 split_feature=49 48 403 split_gain=2.2485 4.96915 3.52935 threshold=-0.053904999999999988 0.093675000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011358763252890617 -0.010991468126088226 0.011166672741843936 0.0050002705435063816 leaf_weight=16.244516881997701 7.6927367301395853 7.0503724598675026 69.685219988157769 leaf_count=210 546 60 1468 internal_value=0 -0.00453771 0.00340809 internal_weight=0 23.2949 77.378 internal_count=2284 270 2014 is_linear=0 shrinkage=0.0224292 Tree=6394 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.17965 2.80526 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016766157363486311 0.028137341583771527 0.0015731612953861799 leaf_weight=3.1517606137185785 2.0237452241126439 95.408032040912076 leaf_count=130 17 2137 internal_value=0 0.00213033 internal_weight=0 97.4318 internal_count=2284 2154 is_linear=0 shrinkage=0.0224292 Tree=6395 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.09335 2.68837 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032183169219259959 0.00054052179281597126 2.9526457584944682e-05 leaf_weight=3.172265872341085 2.0143658614251754 96.376277700441278 leaf_count=130 17 2137 internal_value=0 4.0091e-05 internal_weight=0 98.3906 internal_count=2284 2154 is_linear=0 shrinkage=0.000439788 Tree=6396 num_leaves=3 num_cat=0 split_feature=151 13 split_gain=3.32684 3.07142 threshold=0.087340000000000015 -0.095499999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015012811017529282 0.00028994495083484141 -5.2023517358778071e-05 leaf_weight=17.949813948536757 7.534327284898608 76.094301641478523 leaf_count=241 76 1908 internal_value=0 -1.3417e-05 internal_weight=0 94.0441 internal_count=2225 2149 is_linear=0 shrinkage=0.000439788 Tree=6397 num_leaves=4 num_cat=0 split_feature=16 1 43 split_gain=3.3998 6.46713 2.76156 threshold=0.017150000000000002 0.099325000000000011 -0.41542999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001440508211335546 0.00050357474770761003 0.00013717135915606037 8.3908424826775562e-05 leaf_weight=44.810835359603516 3.3744291703333138 24.419947378439247 28.664978075197723 leaf_count=1300 20 383 522 internal_value=0 -4.48441e-05 0.000128382 internal_weight=0 69.2308 32.0394 internal_count=2225 1683 542 is_linear=0 shrinkage=0.000439788 Tree=6398 num_leaves=4 num_cat=0 split_feature=16 1 43 split_gain=3.32487 6.10992 2.76884 threshold=0.017150000000000002 0.099325000000000011 -0.41542999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0074162342488853566 0.025598099300663712 0.0066651012488852359 0.0040314083675318741 leaf_weight=44.218782906842534 3.3330191897694048 23.846058687115146 28.216179343697149 leaf_count=1300 20 383 522 internal_value=0 -0.00248245 0.00632393 internal_weight=0 68.0648 31.5492 internal_count=2225 1683 542 is_linear=0 shrinkage=0.0224292 Tree=6399 num_leaves=4 num_cat=0 split_feature=16 1 43 split_gain=3.44954 6.53186 2.86062 threshold=0.017150000000000002 0.099325000000000011 -0.41542999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014915961465454756 0.00050530403060282749 0.00013329286966100876 7.86469445310044e-05 leaf_weight=45.245796179799072 3.3813037849613456 24.338816425632103 28.754536172971711 leaf_count=1300 20 383 522 internal_value=0 -5.03559e-05 0.000123813 internal_weight=0 69.5846 32.1358 internal_count=2225 1683 542 is_linear=0 shrinkage=0.000439788 Tree=6400 num_leaves=4 num_cat=0 split_feature=16 151 47 split_gain=4.92407 2.52994 1.05951 threshold=0.50720500000000013 0.086470000000000005 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9774930327995888e-06 -0.00024950378274444954 0.00027566091841919649 -0.00072407494945873473 leaf_weight=88.889538132400048 1.8648045172958512 7.4995907539268947 1.8169715646654365 leaf_count=2029 115 77 34 internal_value=0 3.06996e-05 -0.000486234 internal_weight=0 96.3891 3.68178 internal_count=2255 2106 149 is_linear=0 shrinkage=0.000439788 Tree=6401 num_leaves=3 num_cat=0 split_feature=42 151 split_gain=3.05539 2.9762 threshold=-0.17003499999999996 -0.41249499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026618269917564486 -0.021913314314298136 0.0017727235097315965 leaf_weight=2.0232216364547631 2.7273951103561549 94.30249803803963 leaf_count=66 51 2138 internal_value=0 0.00110276 internal_weight=0 97.0299 internal_count=2255 2189 is_linear=0 shrinkage=0.0224292 Tree=6402 num_leaves=4 num_cat=0 split_feature=16 1 47 split_gain=4.94957 2.6333 1.03042 threshold=0.50720500000000013 0.10098000000000001 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0089083966818325e-05 -0.00025330660164704898 0.00013350838584184397 -0.00071733108631327801 leaf_weight=64.509965308445317 1.9171283557006966 32.424611096415902 1.8311730872374026 leaf_count=1624 115 482 34 internal_value=0 3.13054e-05 -0.000482485 internal_weight=0 96.9346 3.7483 internal_count=2255 2106 149 is_linear=0 shrinkage=0.000439788 Tree=6403 num_leaves=4 num_cat=0 split_feature=16 151 47 split_gain=4.78093 2.61271 1.07077 threshold=0.50720500000000013 0.086470000000000005 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4853675332957031e-06 -0.00024364042878439204 0.00027616413617723276 -0.00071873966104551534 leaf_weight=88.998358312790515 1.8843995143033674 7.5178517297608769 1.8259268967085516 leaf_count=2029 115 77 34 internal_value=0 2.75417e-05 -0.000479929 internal_weight=0 96.5162 3.71033 internal_count=2255 2106 149 is_linear=0 shrinkage=0.000439788 Tree=6404 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=2.99648 2.97274 threshold=0.095485000000000014 0.057600000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010402623997686987 0.02049022435610964 -0.021966139453121876 leaf_weight=94.58886230610733 3.487409202149137 3.1541564648923659 leaf_count=2144 43 78 internal_value=0 -0.000612326 internal_weight=0 97.743 internal_count=2265 2222 is_linear=0 shrinkage=0.0224292 Tree=6405 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=2.90551 2.86809 threshold=0.095485000000000014 0.057600000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010169371513555608 0.020324786885738494 -0.021669572276882994 leaf_weight=94.588673957430728 3.4376583322882643 3.126190660374049 leaf_count=2144 43 78 internal_value=0 -0.000598931 internal_weight=0 97.7149 internal_count=2265 2222 is_linear=0 shrinkage=0.0224292 Tree=6406 num_leaves=3 num_cat=0 split_feature=147 1429 split_gain=2.84509 3.04997 threshold=0.095485000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047506343645104746 0.00039507244176906334 6.0454494806951005e-07 leaf_weight=2.6608074998439397 3.4119861699873573 96.116084819035677 leaf_count=112 43 2110 internal_value=0 -1.22981e-05 internal_weight=0 98.7769 internal_count=2265 2222 is_linear=0 shrinkage=0.000439788 Tree=6407 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=2.87252 2.71006 threshold=0.095485000000000014 0.057600000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1593809202370543e-06 0.00039696642923901988 -0.00041285489121496103 leaf_weight=95.608517796194064 3.4349369402625589 3.1242199231219265 leaf_count=2144 43 78 internal_value=0 -1.10503e-05 internal_weight=0 98.7327 internal_count=2265 2222 is_linear=0 shrinkage=0.000439788 Tree=6408 num_leaves=4 num_cat=0 split_feature=13 403 0 split_gain=3.09491 3.37101 2.22241 threshold=-0.094869999999999996 0.088340000000000016 -0.14078999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0072663199946118896 -0.0018053331669041276 -0.025352028060376001 0.011403528272264036 leaf_weight=4.082176863448697 76.085057817606867 3.167904639063635 14.762379864041575 leaf_count=68 1818 147 210 internal_value=0 -0.00275242 0.00735594 internal_weight=0 79.253 18.8446 internal_count=2243 1965 278 is_linear=0 shrinkage=0.0224292 Tree=6409 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=3.52618 3.4209 2.09996 threshold=-0.094869999999999996 0.085095000000000018 -0.14095499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012596643845676743 -9.0629019822183096e-05 0.0001845424524188421 0.00022705106788564673 leaf_weight=4.1266869166283895 70.69521970281312 9.9521711340057646 15.298098956496686 leaf_count=65 1753 212 213 internal_value=0 -5.66363e-05 0.000152004 internal_weight=0 80.6474 19.4248 internal_count=2243 1965 278 is_linear=0 shrinkage=0.000439788 Tree=6410 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=2.97276 3.30049 2.13107 threshold=-0.094869999999999996 0.098515000000000005 -0.14078999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0070806711919398132 -0.0037176053168027959 0.017787120877403965 0.011200384090348674 leaf_weight=4.0869897867669378 75.474922214400067 3.7508809059363548 14.708665755344553 leaf_count=68 1803 162 210 internal_value=0 -0.00269544 0.00722214 internal_weight=0 79.2258 18.7957 internal_count=2243 1965 278 is_linear=0 shrinkage=0.0224292 Tree=6411 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=2.96361 3.25256 1.94566 threshold=-0.094869999999999996 0.085095000000000018 -0.14095499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012636545463133773 -8.6493270281059185e-05 0.00018079625712292261 0.0002127083869284421 leaf_weight=4.1729506310657625 71.194934357114107 10.029673951881703 14.979920725105329 leaf_count=65 1753 212 213 internal_value=0 -5.34534e-05 0.00013878 internal_weight=0 81.2246 19.1529 internal_count=2243 1965 278 is_linear=0 shrinkage=0.000439788 Tree=6412 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=2.67625 2.91691 threshold=-0.39981499999999998 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015758947468673914 -0.00055289693309433345 -0.017228788763113592 leaf_weight=4.7022795409138771 88.672038083404914 5.5917438647229565 leaf_count=77 1950 260 internal_value=0 -0.0015454 internal_weight=0 94.2638 internal_count=2287 2210 is_linear=0 shrinkage=0.0224292 Tree=6413 num_leaves=4 num_cat=0 split_feature=133 160 133 split_gain=2.64959 2.89946 2.22361 threshold=-0.15580999999999998 0.098830000000000015 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072597543689915077 -0.00051259009731886818 -0.015284356343387123 0.027187280096896718 leaf_weight=3.3799381137050659 85.29762872529318 7.2341567066468988 3.0123116960749021 leaf_count=129 1943 163 52 internal_value=0 -0.00167037 0.0132395 internal_weight=0 92.5318 6.39225 internal_count=2287 2106 181 is_linear=0 shrinkage=0.0224292 Tree=6414 num_leaves=4 num_cat=0 split_feature=133 123 0 split_gain=2.53814 2.8431 2.15445 threshold=-0.15580999999999998 1.0000000180025095e-35 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038412648397605376 -0.0028881617728293246 0.01067422441915282 0.023036853832486437 leaf_weight=2.3912516773198149 83.980818472293322 8.5503248320019321 3.9855750822753171 leaf_count=100 1925 181 81 internal_value=0 -0.00163299 0.0129764 internal_weight=0 92.5311 6.37683 internal_count=2287 2106 181 is_linear=0 shrinkage=0.0224292 Tree=6415 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=2.50526 3.00228 threshold=-0.39981499999999998 -0.0016099999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002985318164884039 4.0260400178373949e-05 -0.00011689954193977055 leaf_weight=4.7124224177532588 53.077747483856001 42.174699287766998 leaf_count=77 1524 686 internal_value=0 -2.93344e-05 internal_weight=0 95.2524 internal_count=2287 2210 is_linear=0 shrinkage=0.000439788 Tree=6416 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=2.77194 3.30422 threshold=0.086470000000000005 0.09167500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5655457455428889e-05 0.00025644670654228005 -0.0002751667658140242 leaf_weight=87.183191879586957 8.2119073773501423 8.2539679511337436 leaf_count=1795 85 356 internal_value=0 -9.54656e-06 internal_weight=0 95.4372 internal_count=2236 2151 is_linear=0 shrinkage=0.000439788 Tree=6417 num_leaves=4 num_cat=0 split_feature=159 483 474 split_gain=2.80422 2.97556 2.83129 threshold=0.10506000000000001 0.088070000000000009 0.091650000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7564111303814161e-05 -0.00057729352462565237 -0.00033982939200253377 0.00011480902770164866 leaf_weight=94.838319220421909 2.9546577737492035 3.977494009093788 1.8483036265242843 leaf_count=1879 147 177 33 internal_value=0 3.19083e-05 -0.000311554 internal_weight=0 98.8158 4.80296 internal_count=2236 2056 180 is_linear=0 shrinkage=0.000439788 Tree=6418 num_leaves=4 num_cat=0 split_feature=159 483 474 split_gain=2.86975 3.04044 2.78282 threshold=0.10506000000000001 0.088070000000000009 0.091650000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023411645380115053 -0.029936687002195952 -0.017799111608048705 0.0055379981413596728 leaf_weight=93.397256393582211 2.8942483561622785 3.9104377745752563 1.7911781625007277 leaf_count=1879 147 177 33 internal_value=0 0.00152847 -0.0164077 internal_weight=0 97.3077 4.68543 internal_count=2236 2056 180 is_linear=0 shrinkage=0.0224292 Tree=6419 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=2.84545 3.38298 threshold=0.086470000000000005 0.09167500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6966715793182803e-05 0.00026071009579603098 -0.00027756458692578526 leaf_weight=86.800384375459544 8.2257725432282296 8.2412239468721946 leaf_count=1795 85 356 internal_value=0 -8.62322e-06 internal_weight=0 95.0416 internal_count=2236 2151 is_linear=0 shrinkage=0.000439788 Tree=6420 num_leaves=4 num_cat=0 split_feature=151 16 16 split_gain=2.87406 4.08254 3.53741 threshold=-0.086769999999999986 -0.095094999999999985 -0.51054499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009810619343922234 0.010887957909151934 0.01556464960418171 -0.0052303218981149448 leaf_weight=4.7760943506145841 7.5057198218419208 9.5201556821339164 76.467719325322832 leaf_count=44 99 155 1991 internal_value=0 0.00708549 -0.00378749 internal_weight=0 14.2963 83.9734 internal_count=2289 199 2090 is_linear=0 shrinkage=0.0224292 Tree=6421 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=2.99868 3.29384 2.85995 threshold=0.078435000000000019 -0.0011949999999999997 0.10114000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014462933495895376 0.00030947554437537933 -6.9561329516748394e-05 2.2803057946177813e-05 leaf_weight=48.377336778305107 8.9996159758302401 8.7121689992491138 33.306886063001002 leaf_count=1589 120 82 498 internal_value=0 0.000123159 -7.63691e-05 internal_weight=0 17.7118 81.6842 internal_count=2289 202 2087 is_linear=0 shrinkage=0.000439788 Tree=6422 num_leaves=3 num_cat=0 split_feature=133 151 split_gain=2.83114 2.52692 threshold=-0.39935999999999994 -0.086769999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032157388040486387 0.0070594682196898906 -0.0031763382003261557 leaf_weight=1.5380904757348606 14.207524425699374 82.460967171113225 leaf_count=115 193 1981 internal_value=0 -0.00167087 internal_weight=0 96.6685 internal_count=2289 2174 is_linear=0 shrinkage=0.0224292 Tree=6423 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.77717 2.44309 threshold=-0.39935999999999994 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032160494419131214 -0.0024622098926737035 0.013699214096174219 leaf_weight=1.5038310625095608 91.717876425529539 4.9410673868842414 leaf_count=115 2112 62 internal_value=0 -0.00163352 internal_weight=0 96.6589 internal_count=2289 2174 is_linear=0 shrinkage=0.0224292 Tree=6424 num_leaves=4 num_cat=0 split_feature=47 51 4 split_gain=4.53413 5.39793 4.28924 threshold=0.085505000000000012 0.11349000000000002 0.25539000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029757316621149988 -0.021068971658161142 -0.022626392224810901 0.0038106443698738986 leaf_weight=74.043050362941358 9.4582539261609764 4.3693504041239057 5.5060276568401596 leaf_count=1856 240 119 43 internal_value=0 0.00154395 -0.0119215 internal_weight=0 78.4124 14.9643 internal_count=2258 1975 283 is_linear=0 shrinkage=0.0224292 Tree=6425 num_leaves=4 num_cat=0 split_feature=47 51 13 split_gain=4.34732 5.16329 4.06471 threshold=0.085505000000000012 0.11349000000000002 -0.010339999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029094136746205782 0.00066822587389160637 -0.02214033170715864 -0.02276918788051821 leaf_weight=74.032781466617962 7.0557098998688161 4.3655842039661357 7.8583019404322823 leaf_count=1856 174 119 109 internal_value=0 0.00150948 -0.0116944 internal_weight=0 78.3984 14.914 internal_count=2258 1975 283 is_linear=0 shrinkage=0.0224292 Tree=6426 num_leaves=4 num_cat=0 split_feature=47 51 4 split_gain=4.16422 4.93828 4.14328 threshold=0.085505000000000012 0.11349000000000002 0.25539000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028445573769327543 -0.02050990299711378 -0.021661754782936426 0.0039874033422866995 leaf_weight=74.022932616162507 9.3785990392498189 4.3624130425923786 5.5008779312483957 leaf_count=1856 240 119 43 internal_value=0 0.00147575 -0.0114598 internal_weight=0 78.3853 14.8795 internal_count=2258 1975 283 is_linear=0 shrinkage=0.0224292 Tree=6427 num_leaves=4 num_cat=0 split_feature=47 51 16 split_gain=3.93173 4.83364 4.15514 threshold=0.085505000000000012 0.11349000000000002 -0.064734999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5138416420952855e-05 -1.1821146854598048e-05 -0.00041662400853548779 -0.00047639269955852825 leaf_weight=75.305106536976382 8.4843924026645237 4.4297180691464737 6.6184127294400232 leaf_count=1856 135 119 148 internal_value=0 2.88359e-05 -0.000215752 internal_weight=0 79.7348 15.1028 internal_count=2258 1975 283 is_linear=0 shrinkage=0.000439788 Tree=6428 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=4.29249 4.38541 3.41532 threshold=0.10098000000000001 0.11429000000000002 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6006491466001633e-05 0.00022021159222837945 0.00034334964289092318 -7.1575172630747362e-05 leaf_weight=61.510873370903937 25.9236448873271 4.954234628006815 11.058106609416425 leaf_count=1674 454 26 131 internal_value=0 -5.39134e-05 0.000132971 internal_weight=0 66.4651 36.9818 internal_count=2285 1700 585 is_linear=0 shrinkage=0.000439788 Tree=6429 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=3.89087 3.9434 3.54309 threshold=0.10098000000000001 0.093265000000000015 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047115617436971138 0.011196943555316943 0.011389571712071642 -0.0040712527980026267 leaf_weight=56.731451309831755 25.410061768299784 8.8263717843819887 10.921686472749569 leaf_count=1557 454 143 131 internal_value=0 -0.0025411 0.00660744 internal_weight=0 65.5578 36.3317 internal_count=2285 1700 585 is_linear=0 shrinkage=0.0224292 Tree=6430 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.88933 4.49928 3.40358 threshold=0.10098000000000001 0.11429000000000002 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2726389127165068e-05 0.00021599314325252401 0.00034854140614753364 -7.5188716876031247e-05 leaf_weight=61.429242769923803 25.729395837915945 5.0456485638860604 11.1046142760606 leaf_count=1674 454 26 131 internal_value=0 -4.99012e-05 0.000128215 internal_weight=0 66.4749 36.834 internal_count=2285 1700 585 is_linear=0 shrinkage=0.000439788 Tree=6431 num_leaves=3 num_cat=0 split_feature=3 131 split_gain=3.40649 2.60757 threshold=0.25682500000000003 0.10033500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5663711306695052e-05 0.00045213808645113004 0.00032740781657458209 leaf_weight=95.071026079745934 3.308588084546499 4.4681466042529783 leaf_count=2031 107 147 internal_value=0 -2.03972e-07 internal_weight=0 99.5392 internal_count=2285 2178 is_linear=0 shrinkage=0.000439788 Tree=6432 num_leaves=4 num_cat=0 split_feature=159 48 2 split_gain=4.08439 3.40659 1.46177 threshold=-0.032739999999999991 0.092805000000000012 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047915225713599131 3.9034454732112863e-06 0.00020841268258978005 -3.1788307018291298e-05 leaf_weight=3.9786821511570443 72.958784922269842 20.073191157185647 2.1891105366230477 leaf_count=285 1697 248 38 internal_value=0 4.80634e-05 -0.000320959 internal_weight=0 93.032 6.16779 internal_count=2268 1945 323 is_linear=0 shrinkage=0.000439788 Tree=6433 num_leaves=4 num_cat=0 split_feature=159 48 2 split_gain=3.93822 3.5651 1.47577 threshold=-0.032739999999999991 0.092805000000000012 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047811396762463998 4.8003189891263855e-07 0.0002097065872998926 -2.5821317919815632e-05 leaf_weight=3.9388830184398094 72.806428489184327 20.081309620312823 2.1585102491080761 leaf_count=285 1697 248 38 internal_value=0 4.57463e-05 -0.00031858 internal_weight=0 92.8877 6.09739 internal_count=2268 1945 323 is_linear=0 shrinkage=0.000439788 Tree=6434 num_leaves=4 num_cat=0 split_feature=159 48 2 split_gain=3.86173 3.38625 1.46602 threshold=-0.032739999999999991 0.092805000000000012 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024430067946003751 9.4529920040624783e-05 0.010551900369232588 -0.0012937664835772581 leaf_weight=3.8536765211902084 72.02956118837028 19.857252465533747 2.1420831193681806 leaf_count=285 1697 248 38 internal_value=0 0.00235615 -0.0161946 internal_weight=0 91.8868 5.99576 internal_count=2268 1945 323 is_linear=0 shrinkage=0.0224292 Tree=6435 num_leaves=4 num_cat=0 split_feature=159 48 2 split_gain=3.72234 3.24967 1.44016 threshold=-0.032739999999999991 0.092805000000000012 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024258788848124865 9.2410337048939869e-05 0.010349996176922298 -0.0012649363402027426 leaf_weight=3.7946436413676556 72.029479290515155 19.791673543521028 2.1421972835814813 leaf_count=285 1697 248 38 internal_value=0 0.00230508 -0.0159925 internal_weight=0 91.8212 5.93684 internal_count=2268 1945 323 is_linear=0 shrinkage=0.0224292 Tree=6436 num_leaves=4 num_cat=0 split_feature=403 0 13 split_gain=2.7616 3.2821 2.8186 threshold=-1.0000000180025095e-35 -0.25691999999999998 -0.10899499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012870951404054436 -0.022327763677131768 0.0037228027221432119 -0.018904845961274449 leaf_weight=1.8514813446381593 2.4783517909236243 94.698854213971572 5.652341531831552 leaf_count=13 31 1767 545 internal_value=0 0.00305417 -0.0110518 internal_weight=0 97.1772 7.50382 internal_count=2356 1798 558 is_linear=0 shrinkage=0.0224292 Tree=6437 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=2.84517 3.55376 threshold=-0.25691999999999998 -0.091839999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042428876318159565 0.0004252269338570941 3.2161834237736819e-05 leaf_weight=2.4874413823708883 4.6407635612413278 98.377515757005312 leaf_count=31 50 2275 internal_value=0 4.99441e-05 internal_weight=0 103.018 internal_count=2356 2325 is_linear=0 shrinkage=0.000439788 Tree=6438 num_leaves=4 num_cat=0 split_feature=1213 0 4 split_gain=2.72059 3.00111 1.31045 threshold=-1.0000000180025095e-35 -0.25691999999999998 0.05309500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047372814876117414 -0.0004231820754303187 6.5091172567947146e-05 3.4656540311568858e-05 leaf_weight=2.87075517379344 2.4773797420784822 98.728816064282 1.480668189760763 leaf_count=338 31 1953 34 internal_value=0 5.30614e-05 -0.000301343 internal_weight=0 101.206 4.35142 internal_count=2356 1984 372 is_linear=0 shrinkage=0.000439788 Tree=6439 num_leaves=4 num_cat=0 split_feature=1213 0 0 split_gain=2.69074 3.07783 1.19784 threshold=-1.0000000180025095e-35 -0.25691999999999998 -0.10534499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011314335328926086 -0.021909005518450386 0.0033651955181645604 -0.023845848469430705 leaf_weight=1.459922997979447 2.466631267219781 97.830189287047688 2.8257799007951681 leaf_count=25 31 1953 347 internal_value=0 0.00273957 -0.0153701 internal_weight=0 100.297 4.2857 internal_count=2356 1984 372 is_linear=0 shrinkage=0.0224292 Tree=6440 num_leaves=4 num_cat=0 split_feature=1 133 158 split_gain=5.90781 3.33202 3.23935 threshold=0.089910000000000004 0.084705000000000016 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5737263828633483e-05 6.1704763931135341e-05 0.00043076717200120362 -0.00053384747874042518 leaf_weight=40.476565037548426 44.83498548148782 5.27210435552115 3.3631498623526559 leaf_count=1279 638 168 179 internal_value=0 0.000100686 -0.000120331 internal_weight=0 50.1071 43.8397 internal_count=2264 806 1458 is_linear=0 shrinkage=0.000439788 Tree=6441 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=5.45939 4.24821 3.66516 threshold=0.089910000000000004 -0.51416499999999987 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016652186551488986 0.013743338851247055 -0.0081158654747009989 0.00071247289479657659 leaf_weight=3.8024962120107366 16.114198442330235 39.532247516302959 33.219404409930576 leaf_count=32 280 1426 526 internal_value=0 -0.00593617 0.00497251 internal_weight=0 43.3347 49.3336 internal_count=2264 1458 806 is_linear=0 shrinkage=0.0224292 Tree=6442 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=5.32267 4.10526 3.42397 threshold=0.089910000000000004 -0.51416499999999987 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031894319360269239 0.00025819639530525964 -0.00015717515933370767 1.3604334732511918e-05 leaf_weight=3.8184297470725133 16.413583034678595 40.270612164420527 33.924908301298274 leaf_count=32 280 1426 526 internal_value=0 -0.00011582 9.34247e-05 internal_weight=0 44.089 50.3385 internal_count=2264 1458 806 is_linear=0 shrinkage=0.000439788 Tree=6443 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=5.22486 4.06962 3.5159 threshold=0.089910000000000004 -0.51416499999999987 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016332048664808189 0.01347194905472341 -0.0079504898974671612 0.00069620789091770214 leaf_weight=3.7891889842576338 16.063665907233371 39.455326836647146 33.227737913883175 leaf_count=32 280 1426 526 internal_value=0 -0.00581653 0.00486332 internal_weight=0 43.2445 49.2914 internal_count=2264 1458 806 is_linear=0 shrinkage=0.0224292 Tree=6444 num_leaves=4 num_cat=0 split_feature=157 403 1 split_gain=3.41798 2.9723 1.26309 threshold=-0.083699999999999983 -0.092224999999999988 0.10828500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028008259015789707 -0.02119869237525614 0.0024522526658948252 -0.0030258903461573561 leaf_weight=2.6867204981135719 2.7353563879878484 90.674954612994043 1.6404345831833778 leaf_count=165 272 1775 25 internal_value=0 0.00175549 -0.0185923 internal_weight=0 93.4103 4.32716 internal_count=2237 2047 190 is_linear=0 shrinkage=0.0224292 Tree=6445 num_leaves=4 num_cat=0 split_feature=157 403 43 split_gain=3.33388 2.95695 1.27524 threshold=-0.083699999999999983 -0.092224999999999988 -0.082354999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.671721452655436e-05 -0.00041317518470476282 4.7852263590693416e-05 -0.000529180120694117 leaf_weight=1.4808323189390646 2.7529704607877639 91.872053335197052 2.86410125310067 leaf_count=85 272 1775 105 internal_value=0 3.43587e-05 -0.000358798 internal_weight=0 94.625 4.34493 internal_count=2237 2047 190 is_linear=0 shrinkage=0.000439788 Tree=6446 num_leaves=4 num_cat=0 split_feature=157 456 43 split_gain=3.29993 2.95815 1.26101 threshold=-0.083699999999999983 0.086265000000000022 -0.081824999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015451679214055791 0.002608692862274917 -0.016144998484505648 -0.027162635745346622 leaf_weight=1.473516588033817 88.945177921079448 4.4236844365950665 2.8045779600724918 leaf_count=88 1944 103 102 internal_value=0 0.00171705 -0.0183852 internal_weight=0 93.3689 4.27809 internal_count=2237 2047 190 is_linear=0 shrinkage=0.0224292 Tree=6447 num_leaves=4 num_cat=0 split_feature=157 403 1 split_gain=3.18279 2.88458 1.26197 threshold=-0.083699999999999983 -0.092224999999999988 0.10828500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027777581649248345 -0.02111805806961943 0.0023601417666707031 -0.0026147311849243548 leaf_weight=2.6070821864996097 2.6923075680679167 90.656741242204589 1.6288680328289045 leaf_count=165 272 1775 25 internal_value=0 0.00167882 -0.0181568 internal_weight=0 93.349 4.23595 internal_count=2237 2047 190 is_linear=0 shrinkage=0.0224292 Tree=6448 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.87578 4.11797 threshold=-0.49367499999999992 0.0084900000000000028 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041036066857018171 8.1644994355217766e-06 0.00031823209300261044 leaf_weight=3.8877679248107588 92.121061757985444 9.0839938175631669 leaf_count=101 2042 123 internal_value=0 3.60504e-05 internal_weight=0 101.205 internal_count=2266 2165 is_linear=0 shrinkage=0.000439788 Tree=6449 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.87163 3.95273 threshold=-0.49367499999999992 0.0084900000000000028 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040856666622505556 1.0934709279383819e-05 0.00031566268063973335 leaf_weight=3.8751919580390668 91.508264368838354 9.028089327257474 leaf_count=101 2042 123 internal_value=0 3.83538e-05 internal_weight=0 100.536 internal_count=2266 2165 is_linear=0 shrinkage=0.000439788 Tree=6450 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.91009 3.88272 threshold=-0.49367499999999992 0.0084900000000000028 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021120965671623033 0.00056092744484935193 0.016082695986144774 leaf_weight=3.8181827726657493 90.366573758432423 8.8875586481299234 leaf_count=101 2042 123 internal_value=0 0.00195363 internal_weight=0 99.2541 internal_count=2266 2165 is_linear=0 shrinkage=0.0224292 Tree=6451 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.8583 3.76889 threshold=-0.49367499999999992 0.0084900000000000028 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000411749794310776 1.0870406198935356e-05 0.00031065548223684801 leaf_weight=3.8190397645230396 91.03872973896614 8.8855620765680197 leaf_count=101 2042 123 internal_value=0 3.75824e-05 internal_weight=0 99.9243 internal_count=2266 2165 is_linear=0 shrinkage=0.000439788 Tree=6452 num_leaves=3 num_cat=0 split_feature=0 1456 split_gain=2.23403 2.03092 threshold=-0.26595999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021841934577848578 0.0007391728819764003 -0.016715123591445356 leaf_weight=2.4222469851374617 94.633814744920528 3.4577288383843543 leaf_count=22 2036 208 internal_value=0 0.000120776 internal_weight=0 98.0915 internal_count=2266 2244 is_linear=0 shrinkage=0.0224292 Tree=6453 num_leaves=3 num_cat=0 split_feature=0 1456 split_gain=2.15863 1.9533 threshold=-0.26595999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021574831170439398 0.00072261519104589343 -0.016447281466184179 leaf_weight=2.3977485690265885 94.63146839091678 3.4357822948732055 leaf_count=22 2036 208 internal_value=0 0.000117984 internal_weight=0 98.0673 internal_count=2266 2244 is_linear=0 shrinkage=0.0224292 Tree=6454 num_leaves=4 num_cat=0 split_feature=4 12 4 split_gain=2.13562 3.61678 1.7695 threshold=0.27020000000000005 -0.095319999999999988 0.41804500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023112342202246894 0.018370328808476544 0.00023308443440904917 0.0022178012381324184 leaf_weight=3.4597229011560549 5.6634922579978584 82.740354215087791 8.5540545404364803 leaf_count=52 86 1963 165 internal_value=0 -0.000708817 0.00866809 internal_weight=0 86.2001 14.2175 internal_count=2266 2015 251 is_linear=0 shrinkage=0.0224292 Tree=6455 num_leaves=4 num_cat=0 split_feature=2 16 12 split_gain=2.13522 5.46325 3.34784 threshold=0.084055000000000005 -0.078844999999999985 -0.12529499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015878931261326126 -0.035086324671372252 -0.0025717768213279054 -0.00093469138079708969 leaf_weight=14.032813219513626 1.4573162945889624 18.964922754792497 65.882683272830036 leaf_count=267 41 388 1570 internal_value=0 0.00527932 -0.00168351 internal_weight=0 32.9977 67.34 internal_count=2266 655 1611 is_linear=0 shrinkage=0.0224292 Tree=6456 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.17784 4.11428 3.22699 threshold=-0.11242499999999998 -0.077774999999999983 0.08776500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014182517413207829 -0.0099455766082316033 0.0017628212163449122 -0.006437828007614485 leaf_weight=14.536542871326676 20.424387835188099 57.729579126469616 5.162790871490869 leaf_count=178 1068 907 84 internal_value=0 -0.00129868 0.00877735 internal_weight=0 78.154 19.6993 internal_count=2237 1975 262 is_linear=0 shrinkage=0.0224292 Tree=6457 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.04995 3.95125 3.10529 threshold=-0.11242499999999998 -0.077774999999999983 0.08776500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013949005232567943 -0.0097718511436688839 0.0017238747771440035 -0.006289443585653462 leaf_weight=14.44970106155961 20.322750114988594 57.710397164320966 5.1664737264381975 leaf_count=178 1068 907 84 internal_value=0 -0.0012717 0.0086177 internal_weight=0 78.0331 19.6162 internal_count=2237 1975 262 is_linear=0 shrinkage=0.0224292 Tree=6458 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.89494 4.04519 2.89681 threshold=-0.11242499999999998 -0.077774999999999983 0.08776500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026672153240032379 -0.0001909582239271711 3.6130023661002697e-05 -0.0001135857348235742 leaf_weight=14.493697017693195 20.478273743945465 58.377678105414816 5.2719369274054761 leaf_count=178 1068 907 84 internal_value=0 -2.2875e-05 0.000165273 internal_weight=0 78.856 19.7656 internal_count=2237 1975 262 is_linear=0 shrinkage=0.000439788 Tree=6459 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.92394 3.79602 2.98381 threshold=-0.11242499999999998 -0.077774999999999983 0.08776500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01371082727363539 -0.0095994834792224645 0.0016880425988171595 -0.0061349651193798992 leaf_weight=14.366151336857003 20.226756314050363 57.704540495864421 5.1721857479406017 leaf_count=178 1068 907 84 internal_value=0 -0.00124322 0.00845639 internal_weight=0 77.9313 19.5383 internal_count=2237 1975 262 is_linear=0 shrinkage=0.0224292 Tree=6460 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=2.64647 3.7617 threshold=0.086470000000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044964198894670846 0.012900979470200514 -0.013326461349392742 leaf_weight=79.787634775693732 7.1283830113243303 11.376379487741358 leaf_count=1700 72 489 internal_value=0 -0.00127191 internal_weight=0 91.164 internal_count=2261 2189 is_linear=0 shrinkage=0.0224292 Tree=6461 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=2.63948 3.62087 threshold=0.086470000000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0034853960022081e-05 0.00025329182348110172 -0.00025356502832231902 leaf_weight=80.803426082413353 7.1996732507832339 11.495848704980743 leaf_count=1700 72 489 internal_value=0 -2.28421e-05 internal_weight=0 92.2993 internal_count=2261 2189 is_linear=0 shrinkage=0.000439788 Tree=6462 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=2.67169 3.45744 threshold=0.086470000000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0979489967939742e-06 0.00024938848907014009 -0.00025007183544356978 leaf_weight=81.581953516779322 7.2726248600520185 11.730230692779513 leaf_count=1700 72 489 internal_value=0 -2.70239e-05 internal_weight=0 93.3122 internal_count=2261 2189 is_linear=0 shrinkage=0.000439788 Tree=6463 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=2.53887 3.60544 threshold=0.086470000000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043701989028612463 0.012658474576902289 -0.013073149990864178 leaf_weight=79.838967294668691 7.1049656929681069 11.330606688372425 leaf_count=1700 72 489 internal_value=0 -0.00124442 internal_weight=0 91.1696 internal_count=2261 2189 is_linear=0 shrinkage=0.0224292 Tree=6464 num_leaves=4 num_cat=0 split_feature=457 133 13 split_gain=3.45431 3.40151 1.26585 threshold=-0.072694999999999996 0.083810000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000162053234718073 -4.9022968836808223e-05 0.00016293456241156962 -0.0005590797976008946 leaf_weight=3.484451601470937 68.938082769793255 18.573341368966794 2.816647363244555 leaf_count=133 1444 657 24 internal_value=0 -4.01157e-06 -0.00034068 internal_weight=0 87.5114 6.3011 internal_count=2258 2101 157 is_linear=0 shrinkage=0.000439788 Tree=6465 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=3.5887 6.16215 3.97049 threshold=-0.084169999999999981 -0.083284999999999984 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017327448886607491 0.038751457037182288 0.0012517699627516061 -0.0021398958116232475 leaf_weight=11.168223832646616 2.3114014452385154 40.799133769030959 38.356799121847871 leaf_count=578 71 1137 472 internal_value=0 0.00327861 -0.00557015 internal_weight=0 43.1105 49.525 internal_count=2258 1208 1050 is_linear=0 shrinkage=0.0224292 Tree=6466 num_leaves=4 num_cat=0 split_feature=457 133 13 split_gain=3.36569 3.2462 1.21454 threshold=-0.072694999999999996 0.083810000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018452841770270261 -7.2847651972134662e-05 0.00013402299119223698 -0.00057172584673768434 leaf_weight=3.4994706204233808 69.099514686049588 18.605961062061397 2.8596117823035447 leaf_count=133 1444 657 24 internal_value=0 -2.89422e-05 -0.000359837 internal_weight=0 87.7055 6.35908 internal_count=2258 2101 157 is_linear=0 shrinkage=0.000439788 Tree=6467 num_leaves=4 num_cat=0 split_feature=133 15 151 split_gain=3.47684 5.32591 3.64827 threshold=0.083810000000000009 0.083995000000000014 0.06617000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023824032692296745 -0.003861040038879045 0.019606383547137163 -0.022892517030840269 leaf_weight=68.433998195931053 10.548009231884864 9.0027720726939133 4.6415536556160069 leaf_count=1460 489 256 53 internal_value=0 0.00695386 -0.00369079 internal_weight=0 19.5508 73.0756 internal_count=2258 745 1513 is_linear=0 shrinkage=0.0224292 Tree=6468 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=2.33025 2.83433 threshold=1.0000000180025095e-35 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.503389509930937e-05 -0.00023202952274783419 -0.00034779292130669227 leaf_weight=92.02847708853551 6.4732618207053738 3.4881542634102507 leaf_count=2023 125 94 internal_value=0 4.02566e-05 internal_weight=0 95.5166 internal_count=2242 2117 is_linear=0 shrinkage=0.000439788 Tree=6469 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=2.34685 2.90005 threshold=1.0000000180025095e-35 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029625738443898549 -0.011802529068474331 -0.018079040583531589 leaf_weight=90.861818710838634 6.4132965591561506 3.400255810818634 leaf_count=2023 125 94 internal_value=0 0.00220005 internal_weight=0 94.2621 internal_count=2242 2117 is_linear=0 shrinkage=0.0224292 Tree=6470 num_leaves=3 num_cat=0 split_feature=39 41 split_gain=2.22536 2.41674 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034547949982079981 5.5144463316718032e-05 -0.00022245338852106046 leaf_weight=3.0147111859405404 92.35951243220552 6.4733240791247217 leaf_count=42 2079 121 internal_value=0 3.6923e-05 internal_weight=0 98.8328 internal_count=2242 2200 is_linear=0 shrinkage=0.000439788 Tree=6471 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=2.13626 2.60934 threshold=1.0000000180025095e-35 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.5447487010935817e-05 -0.0002171054369480974 -0.00032889541293640149 leaf_weight=93.008668486183524 6.5904665630077934 3.5278984179603858 leaf_count=2023 125 94 internal_value=0 4.13395e-05 internal_weight=0 96.5366 internal_count=2242 2117 is_linear=0 shrinkage=0.000439788 Tree=6472 num_leaves=4 num_cat=0 split_feature=159 49 42 split_gain=4.29727 3.43177 1.22891 threshold=-0.032739999999999991 -0.05529499999999999 0.09112000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053792677329629417 -0.00015159948197063201 5.5877466699163806e-05 -6.2544458786352472e-05 leaf_weight=3.6238776602986027 19.4201502991491 74.546800159479972 1.4864046021102693 leaf_count=207 235 1724 93 internal_value=0 1.29761e-05 -0.000400402 internal_weight=0 93.967 5.11028 internal_count=2259 1959 300 is_linear=0 shrinkage=0.000439788 Tree=6473 num_leaves=4 num_cat=0 split_feature=159 49 42 split_gain=4.10817 3.45941 1.25179 threshold=-0.032739999999999991 -0.05529499999999999 0.09112000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027519857966097329 -0.0079583836529975513 0.0027184054467811335 -0.0027905063254010007 leaf_weight=3.5353856929486929 19.238374653185019 73.6542896957435 1.4563087834540054 leaf_count=207 235 1724 93 internal_value=0 0.000506026 -0.0203433 internal_weight=0 92.8927 4.99169 internal_count=2259 1959 300 is_linear=0 shrinkage=0.0224292 Tree=6474 num_leaves=4 num_cat=0 split_feature=159 43 42 split_gain=4.01218 2.92738 1.28051 threshold=-0.032739999999999991 -0.15648499999999999 0.09112000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053701659913768019 0.00020352256110348324 -2.08585520707594e-05 -5.1307628404152894e-05 leaf_weight=3.5187085087181904 13.033778745360904 81.218103153800257 1.4989841960050396 leaf_count=207 155 1804 93 internal_value=0 1.02053e-05 -0.000392661 internal_weight=0 94.2519 5.01769 internal_count=2259 1959 300 is_linear=0 shrinkage=0.000439788 Tree=6475 num_leaves=4 num_cat=0 split_feature=159 49 42 split_gain=4.11864 3.23361 1.28245 threshold=-0.032739999999999991 -0.05529499999999999 0.09112000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053644484734413731 -0.0001460395056214886 5.4632919273538904e-05 -5.1124817166441563e-05 leaf_weight=3.5618912436184464 19.573073007224593 74.908699879377309 1.497959979024017 leaf_count=207 235 1724 93 internal_value=0 1.304e-05 -0.000393499 internal_weight=0 94.4818 5.05985 internal_count=2259 1959 300 is_linear=0 shrinkage=0.000439788 Tree=6476 num_leaves=4 num_cat=0 split_feature=15 52 15 split_gain=2.51653 2.65418 2.31174 threshold=0.091545000000000015 0.0028150000000000002 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.2137145218475652e-07 -7.4930542740404366e-05 -0.00059690865982339595 0.00026731278867531599 leaf_weight=88.925214120345117 6.7970917454513238 2.5912883588189288 6.6944567817990892 leaf_count=1770 164 204 155 internal_value=0 -0.000219921 1.84657e-05 internal_weight=0 9.38838 95.6197 internal_count=2293 368 1925 is_linear=0 shrinkage=0.000439788 Tree=6477 num_leaves=4 num_cat=0 split_feature=15 15 52 split_gain=2.65115 2.75812 2.59357 threshold=0.091545000000000015 0.088235000000000022 0.0028150000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4975651489777423e-07 -8.0205591392081934e-05 0.00029479300755016032 -0.00059460172759986192 leaf_weight=88.67229943102393 6.817273316846693 6.5880529771238789 2.6110497468471294 leaf_count=1770 164 155 204 internal_value=0 2.06749e-05 -0.000223575 internal_weight=0 95.2604 9.42832 internal_count=2293 1925 368 is_linear=0 shrinkage=0.000439788 Tree=6478 num_leaves=4 num_cat=0 split_feature=15 52 15 split_gain=2.51201 2.62616 2.54 threshold=0.091545000000000015 0.0028150000000000002 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7125500475909081e-05 -0.0038703277404877833 -0.030519148151867913 0.014343469938556097 leaf_weight=87.868079570471309 6.7326791157829557 2.5552657124226243 6.6171854920248725 leaf_count=1770 164 204 155 internal_value=0 -0.0112494 0.0009634 internal_weight=0 9.28794 94.4853 internal_count=2293 368 1925 is_linear=0 shrinkage=0.0224292 Tree=6479 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=2.47176 3.41623 threshold=-0.14941999999999997 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017994678699955882 0.00046285986556710614 -0.014488437502078075 leaf_weight=3.6333860817831001 91.740437477210435 8.3720777760845504 leaf_count=30 1899 364 internal_value=0 -0.000789991 internal_weight=0 100.113 internal_count=2293 2263 is_linear=0 shrinkage=0.0224292 Tree=6480 num_leaves=4 num_cat=0 split_feature=1 15 403 split_gain=3.88865 5.33029 4.48845 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019817036257027153 0.0016984457077983644 -1.8266501627734231e-05 0.023279241915714115 leaf_weight=9.8512471716257988 61.862497915888525 22.286874883679047 5.2419043355039312 leaf_count=565 991 594 86 internal_value=0 -0.00609531 0.00339039 internal_weight=0 32.1381 67.1044 internal_count=2236 1159 1077 is_linear=0 shrinkage=0.0224292 Tree=6481 num_leaves=4 num_cat=0 split_feature=1 15 403 split_gain=3.72604 5.17691 4.29381 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019611773802362502 0.0016608499401191083 -1.7856950870356737e-05 0.022775943148265539 leaf_weight=9.7326322723074536 61.844553823950264 22.286860032767436 5.2380361008690661 leaf_count=565 991 594 86 internal_value=0 -0.00598175 0.0033156 internal_weight=0 32.0195 67.0826 internal_count=2236 1159 1077 is_linear=0 shrinkage=0.0224292 Tree=6482 num_leaves=4 num_cat=0 split_feature=1 52 403 split_gain=3.57003 5.15214 4.1071 threshold=1.0000000180025095e-35 -0.51151499999999983 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025339735289505165 0.0016240744935413476 -0.0084672247797862709 0.02228123424190737 leaf_weight=2.4383335481616113 61.827057360462277 29.465522290223817 5.2347054361453038 leaf_count=76 991 1083 86 internal_value=0 -0.00586983 0.00324241 internal_weight=0 31.9039 67.0618 internal_count=2236 1159 1077 is_linear=0 shrinkage=0.0224292 Tree=6483 num_leaves=4 num_cat=0 split_feature=1 15 403 split_gain=3.41655 5.13081 3.92803 threshold=1.0000000180025095e-35 -0.035449999999999988 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025493732031392904 0.0015881022395191689 -0.0016449547249255457 0.021795150302473771 leaf_weight=5.4631120715475872 61.809996273083016 26.372856967594998 5.2318819948413866 leaf_count=411 991 748 86 internal_value=0 -0.00575028 0.0031708 internal_weight=0 31.836 67.0419 internal_count=2236 1159 1077 is_linear=0 shrinkage=0.0224292 Tree=6484 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.51826 3.67134 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012549219855464757 0.028264843115381848 0.001241906482303323 leaf_weight=6.3749326713732435 2.5841269239172098 89.091957766366249 leaf_count=107 32 2171 internal_value=0 0.00200934 internal_weight=0 91.6761 internal_count=2310 2203 is_linear=0 shrinkage=0.0224292 Tree=6485 num_leaves=3 num_cat=0 split_feature=456 42 split_gain=2.51339 2.47156 threshold=0.087485000000000021 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003942896848927098 -0.00030217554942377071 4.7951036400772264e-05 leaf_weight=2.4917008809734389 4.4241033648286239 92.349390121169563 leaf_count=116 127 2067 internal_value=0 3.62553e-05 internal_weight=0 94.8411 internal_count=2310 2183 is_linear=0 shrinkage=0.000439788 Tree=6486 num_leaves=3 num_cat=0 split_feature=456 42 split_gain=2.42383 2.55153 threshold=0.087485000000000021 -0.11377999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020606114201247784 -0.015272205536597539 0.002411113271341254 leaf_weight=2.4699704852882851 4.3601476795593035 91.189840943183299 leaf_count=116 127 2067 internal_value=0 0.00180003 internal_weight=0 93.6598 internal_count=2310 2183 is_linear=0 shrinkage=0.0224292 Tree=6487 num_leaves=3 num_cat=0 split_feature=42 456 split_gain=2.42805 2.28985 threshold=-0.11377999999999998 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039999264433654712 4.9429206377983825e-05 -0.00027351920144266226 leaf_weight=2.5313659791172531 93.020932476314556 4.4307026588794534 leaf_count=120 2067 123 internal_value=0 3.46954e-05 internal_weight=0 97.4516 internal_count=2310 2190 is_linear=0 shrinkage=0.000439788 Tree=6488 num_leaves=3 num_cat=0 split_feature=4 133 split_gain=2.71493 3.36326 threshold=0.51074000000000008 -0.25159999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00060442716131289364 0.00037876854517495274 -2.2164614239117167e-05 leaf_weight=1.9385683721484372 3.1666692959552156 96.588658787382883 leaf_count=129 103 2039 internal_value=0 -3.37358e-05 internal_weight=0 98.5272 internal_count=2271 2168 is_linear=0 shrinkage=0.000439788 Tree=6489 num_leaves=3 num_cat=0 split_feature=4 133 split_gain=2.56851 3.32622 threshold=0.51074000000000008 -0.25159999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.031160428664721615 0.019084909572812433 -0.0012107221096383032 leaf_weight=1.8839086932239286 3.036894134420435 94.81034833069134 leaf_count=129 103 2039 internal_value=0 -0.00180027 internal_weight=0 96.6943 internal_count=2271 2168 is_linear=0 shrinkage=0.0224292 Tree=6490 num_leaves=4 num_cat=0 split_feature=2 12 52 split_gain=2.68441 5.73998 3.55674 threshold=0.08826500000000001 0.090455000000000021 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024962880857213742 6.1608285187640603e-05 0.00010251318077879691 -0.00036927663628786363 leaf_weight=23.117967157942985 59.443402784127102 14.589969373249913 3.9325189500668776 leaf_count=802 1032 293 144 internal_value=0 -0.000113395 3.47684e-05 internal_weight=0 37.7079 63.3759 internal_count=2271 1095 1176 is_linear=0 shrinkage=0.000439788 Tree=6491 num_leaves=3 num_cat=0 split_feature=4 133 split_gain=2.59407 3.24736 threshold=0.51074000000000008 -0.25159999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00060517867985164053 0.00037563644092429192 -2.1888881756209912e-05 leaf_weight=1.8632793121578277 3.0789574929076471 95.885690134984543 leaf_count=129 103 2039 internal_value=0 -3.31235e-05 internal_weight=0 97.749 internal_count=2271 2168 is_linear=0 shrinkage=0.000439788 Tree=6492 num_leaves=4 num_cat=0 split_feature=43 2 133 split_gain=3.63092 4.52649 3.09935 threshold=0.019175000000000001 0.088485000000000022 -0.15323999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045876489021711261 -0.00024033880016447793 0.0002857850095635934 -8.2110824635274113e-05 leaf_weight=2.0850306746724518 4.186639531748372 12.76261127976977 78.784995804393475 leaf_count=22 135 221 1901 internal_value=0 0.000155703 -6.80607e-05 internal_weight=0 16.9493 80.87 internal_count=2279 356 1923 is_linear=0 shrinkage=0.000439788 Tree=6493 num_leaves=4 num_cat=0 split_feature=43 2 133 split_gain=3.62578 4.54154 3.16505 threshold=0.019175000000000001 0.088485000000000022 -0.15323999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023788994269947242 -0.012404769174241829 0.014651944552193352 -0.0042031342199681087 leaf_weight=2.0677729723975053 4.1248227836040341 12.650153649927232 77.786500015990896 leaf_count=22 135 221 1901 internal_value=0 0.00799239 -0.00347278 internal_weight=0 16.775 79.8543 internal_count=2279 356 1923 is_linear=0 shrinkage=0.0224292 Tree=6494 num_leaves=4 num_cat=0 split_feature=43 2 133 split_gain=3.47271 4.35853 3.02579 threshold=0.019175000000000001 0.088485000000000022 -0.15323999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023261272056338947 -0.012154227099125293 0.014387605850292293 -0.0041086221643409984 leaf_weight=2.0676877192163365 4.1159223245631464 12.594610801093948 77.7914084253498 leaf_count=22 135 221 1901 internal_value=0 0.00784375 -0.00339458 internal_weight=0 16.7105 79.8591 internal_count=2279 356 1923 is_linear=0 shrinkage=0.0224292 Tree=6495 num_leaves=4 num_cat=0 split_feature=1447 0 43 split_gain=3.5281 3.36252 0.00593162 threshold=-1.0000000180025095e-35 -0.020899999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044331059019076191 -4.6758221940839183e-05 0.00016537596214427156 -0.00052909392392774075 leaf_weight=1.5907333770792322 78.121890685717517 17.712479716181406 1.4498599722355709 leaf_count=178 1824 238 39 internal_value=0 -7.52563e-06 -0.000487261 internal_weight=0 95.8344 3.04059 internal_count=2279 2062 217 is_linear=0 shrinkage=0.000439788 Tree=6496 num_leaves=4 num_cat=0 split_feature=133 4 159 split_gain=3.09652 3.78943 3.29603 threshold=-0.108885 0.27287000000000006 0.10506000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026855650111311108 0.0020124793571992083 0.014977047490031929 -0.018263217338969125 leaf_weight=4.2008451620276892 82.375293664579658 1.4544451256515456 4.2219259513440184 leaf_count=249 1766 31 172 internal_value=0 -0.0160828 0.00102016 internal_weight=0 5.65529 86.5972 internal_count=2218 280 1938 is_linear=0 shrinkage=0.0224292 Tree=6497 num_leaves=4 num_cat=0 split_feature=133 4 159 split_gain=3.01047 3.70076 3.15982 threshold=-0.108885 0.27287000000000006 0.10506000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026811064025996145 0.0019676822141692007 0.014771919581809177 -0.017916791143689263 leaf_weight=4.1144581064545482 82.361608683124359 1.4419743180333169 4.2075671747516017 leaf_count=249 1766 31 172 internal_value=0 -0.016006 0.000997489 internal_weight=0 5.55643 86.5692 internal_count=2218 280 1938 is_linear=0 shrinkage=0.0224292 Tree=6498 num_leaves=4 num_cat=0 split_feature=133 2 159 split_gain=2.92662 3.63524 3.02872 threshold=-0.108885 0.11376500000000002 0.10506000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026944005151085287 0.0019238728976868889 0.014250941187375002 -0.017573320520150808 leaf_weight=4.0013224843278286 82.348311799181829 1.4584894843428626 4.1941153960142392 leaf_count=237 1766 43 172 internal_value=0 -0.0159282 0.000975311 internal_weight=0 5.45981 86.5424 internal_count=2218 280 1938 is_linear=0 shrinkage=0.0224292 Tree=6499 num_leaves=4 num_cat=0 split_feature=133 2 159 split_gain=2.87537 3.57888 2.86825 threshold=-0.108885 0.11376500000000002 0.10506000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052386736189398301 3.6335494521455771e-05 0.00027495800517329669 -0.00033349075744504444 leaf_weight=4.0110499718321071 83.632067739476042 1.4705111846196812 4.2437677123452877 leaf_count=237 1766 43 172 internal_value=0 -0.00030936 1.8407e-05 internal_weight=0 5.48156 87.8758 internal_count=2218 280 1938 is_linear=0 shrinkage=0.000439788 Tree=6500 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.67196 4.23225 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033151228195809582 0.02463073757428845 -0.0010963665378491655 leaf_weight=1.7173222294659343 3.3059634601522694 98.738018884901976 leaf_count=24 45 2245 internal_value=0 -0.000258423 internal_weight=0 102.044 internal_count=2314 2290 is_linear=0 shrinkage=0.0224292 Tree=6501 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.36297 4.1025 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061531364724918864 0.00047743580605032692 -2.2332124350207251e-05 leaf_weight=1.765718764218035 3.2622573874978107 99.76191771660524 leaf_count=24 45 2245 internal_value=0 -6.42146e-06 internal_weight=0 103.024 internal_count=2314 2290 is_linear=0 shrinkage=0.000439788 Tree=6502 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.46082 4.09876 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031990786393064824 0.024422030097376903 -0.0010725966905351248 leaf_weight=1.739239188551436 3.2585415223002192 98.759485664822932 leaf_count=24 45 2245 internal_value=0 -0.00025386 internal_weight=0 102.018 internal_count=2314 2290 is_linear=0 shrinkage=0.0224292 Tree=6503 num_leaves=4 num_cat=0 split_feature=1447 13 52 split_gain=3.22359 3.00217 0.0774349 threshold=-1.0000000180025095e-35 -0.53696499999999991 -0.0074499999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005241866901960668 -0.00056241410116381573 9.1219062667891657e-06 -0.00037022096571565657 leaf_weight=1.6097417023265737 1.7904756045900274 100.62782693116606 1.5345081749237568 leaf_count=72 23 2069 150 internal_value=0 -9.7263e-07 -0.000451734 internal_weight=0 102.418 3.14425 internal_count=2314 2092 222 is_linear=0 shrinkage=0.000439788 Tree=6504 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.54219 2.80547 threshold=-0.5138299999999999 -0.08130999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023609123006863221 0.0073133930992553987 -0.0014112845351966414 leaf_weight=2.1704700636037151 24.930080811096559 72.17090167049173 leaf_count=150 396 1758 internal_value=0 0.00082972 internal_weight=0 97.101 internal_count=2304 2154 is_linear=0 shrinkage=0.0224292 Tree=6505 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.60259 2.77448 threshold=-0.5138299999999999 -0.049384999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046310911378921342 0.00011751627146464982 -3.7298638815453085e-05 leaf_weight=2.2154009401201611 34.423783824815473 63.961235255710562 leaf_count=150 526 1628 internal_value=0 1.68816e-05 internal_weight=0 98.385 internal_count=2304 2154 is_linear=0 shrinkage=0.000439788 Tree=6506 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.58013 2.79642 threshold=-0.5138299999999999 -0.049384999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046318659447028559 0.00011620856887693023 -3.9154091376155162e-05 leaf_weight=2.210657041585363 34.452922822496475 64.008887291163774 leaf_count=150 526 1628 internal_value=0 1.52211e-05 internal_weight=0 98.4618 internal_count=2304 2154 is_linear=0 shrinkage=0.000439788 Tree=6507 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.37692 2.90337 threshold=0.093235000000000012 -0.12851999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0064651898563330961 -0.019173739457821949 -0.00182553878521989 leaf_weight=31.652131105809531 3.0419345877598962 64.5577978155452 leaf_count=318 37 1949 internal_value=0 0.000902772 internal_weight=0 96.2099 internal_count=2304 2267 is_linear=0 shrinkage=0.0224292 Tree=6508 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=3.78469 2.68336 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9875517796670938e-05 0.00042856073145381562 0.00022761744493212725 leaf_weight=88.111729982039833 3.8000236659427165 7.884932014567311 leaf_count=2161 26 76 internal_value=0 -1.78634e-05 internal_weight=0 95.9967 internal_count=2263 2237 is_linear=0 shrinkage=0.000439788 Tree=6509 num_leaves=3 num_cat=0 split_feature=0 49 split_gain=3.7404 2.22986 threshold=0.17126500000000003 -0.14917999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0097282706845028873 0.021848621278253828 -0.0019717206202563369 leaf_weight=9.0398891975637508 3.7771358423342454 85.886108229637102 leaf_count=63 26 2174 internal_value=0 -0.000855788 internal_weight=0 94.926 internal_count=2263 2237 is_linear=0 shrinkage=0.0224292 Tree=6510 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=3.6157 2.577 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019432453078661654 0.021608879648040258 0.011501979400931747 leaf_weight=87.108075841397294 3.7340840736578675 7.7956606093794099 leaf_count=2161 26 76 internal_value=0 -0.000836725 internal_weight=0 94.9037 internal_count=2263 2237 is_linear=0 shrinkage=0.0224292 Tree=6511 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=3.49488 2.46971 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018996083950895074 0.021369894221003716 0.011283196163131276 leaf_weight=87.110844072400141 3.6918473517580415 7.7692512615467413 leaf_count=2161 26 76 internal_value=0 -0.000818082 internal_weight=0 94.8801 internal_count=2263 2237 is_linear=0 shrinkage=0.0224292 Tree=6512 num_leaves=3 num_cat=0 split_feature=42 160 split_gain=4.12281 3.08873 threshold=-0.22309499999999996 -0.098904999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00067194141840383427 -0.00028013663017195932 3.8681907587760925e-05 leaf_weight=1.6863128883014713 6.2686032778856307 90.050986465132155 leaf_count=59 296 1897 internal_value=0 1.78814e-05 internal_weight=0 96.3196 internal_count=2252 2193 is_linear=0 shrinkage=0.000439788 Tree=6513 num_leaves=3 num_cat=0 split_feature=42 160 split_gain=4.10431 3.01357 threshold=-0.22309499999999996 -0.098904999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034352147663443744 -0.0142209313492082 0.0019692126198400878 leaf_weight=1.6697299529860163 6.1650288760720278 89.327103220224672 leaf_count=59 296 1897 internal_value=0 0.000921334 internal_weight=0 95.4921 internal_count=2252 2193 is_linear=0 shrinkage=0.0224292 Tree=6514 num_leaves=3 num_cat=0 split_feature=42 160 split_gain=3.83455 2.96533 threshold=-0.17003499999999996 -0.098904999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060584249904262525 -0.00027101927359765224 4.1850692657966452e-05 leaf_weight=1.9018363814393513 6.2447233116690759 90.69329662247037 leaf_count=67 296 1889 internal_value=0 2.16463e-05 internal_weight=0 96.938 internal_count=2252 2185 is_linear=0 shrinkage=0.000439788 Tree=6515 num_leaves=3 num_cat=0 split_feature=47 160 split_gain=4.0091 3.09073 threshold=0.12209500000000001 -0.098904999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014409300493949416 -0.018792456674176297 0.0024610968129099072 leaf_weight=5.8140766329051976 5.2132932119711759 86.122645706220283 leaf_count=297 69 1886 internal_value=0 0.00139144 internal_weight=0 91.9367 internal_count=2252 2183 is_linear=0 shrinkage=0.0224292 Tree=6516 num_leaves=4 num_cat=0 split_feature=484 48 1 split_gain=2.70125 3.34115 0.856552 threshold=-0.082244999999999985 0.12737000000000001 0.10726500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027715714568574655 0.003024339688955911 -0.01580098582988497 -0.005413188896822619 leaf_weight=1.9539568275285994 93.296238637569331 4.9779732872248124 1.5645638236310331 leaf_count=197 1989 57 20 internal_value=0 0.00206788 -0.0178813 internal_weight=0 98.2742 3.51852 internal_count=2263 2046 217 is_linear=0 shrinkage=0.0224292 Tree=6517 num_leaves=4 num_cat=0 split_feature=484 48 1 split_gain=2.60678 3.19126 0.948389 threshold=-0.082244999999999985 0.12737000000000001 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027428898332973423 0.0029573144127382702 -0.015432274128305452 -0.0036400944323436196 leaf_weight=2.0430801742040781 93.271456144950207 4.9829878308428297 1.4373029239941386 leaf_count=199 1989 57 18 internal_value=0 0.00202187 -0.0176782 internal_weight=0 98.2544 3.48038 internal_count=2263 2046 217 is_linear=0 shrinkage=0.0224292 Tree=6518 num_leaves=4 num_cat=0 split_feature=484 48 1 split_gain=2.51694 3.04803 0.942595 threshold=-0.082244999999999985 0.12737000000000001 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027365654173549997 0.0028917509257736975 -0.015071735896185167 -0.0035573755707728949 leaf_weight=2.0023743729834673 93.247435434115687 4.9881482070904886 1.4381710237357763 leaf_count=199 1989 57 18 internal_value=0 0.00197686 -0.0174882 internal_weight=0 98.2356 3.44055 internal_count=2263 2046 217 is_linear=0 shrinkage=0.0224292 Tree=6519 num_leaves=4 num_cat=0 split_feature=484 15 2 split_gain=2.42855 2.95791 0.916283 threshold=-0.082244999999999985 -0.24297999999999997 0.10910500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053517887641827463 0.00031141877464833928 1.8620488212290983e-05 -7.7031439320719805e-05 leaf_weight=1.9241501349970342 7.1748865906411075 92.236584221811427 1.5060822977393398 leaf_count=189 173 1873 28 internal_value=0 3.98085e-05 -0.000335564 internal_weight=0 99.4115 3.43023 internal_count=2263 2046 217 is_linear=0 shrinkage=0.000439788 Tree=6520 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.83949 7.11638 3.87196 threshold=0.077765000000000015 -0.012569999999999998 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7917705092430579e-05 0.00011520199880952568 -0.00041930670439037165 -0.00016063228292815241 leaf_weight=21.142474106225567 57.362681105467345 10.181898768430981 11.863424712806589 leaf_count=728 910 451 176 internal_value=0 -0.000117618 6.79004e-05 internal_weight=0 31.3244 69.2261 internal_count=2265 1179 1086 is_linear=0 shrinkage=0.000439788 Tree=6521 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.59886 7.10456 4.08849 threshold=0.077765000000000015 -0.012569999999999998 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015649798015165593 0.0058211522631337973 -0.0213633381682941 -0.0087535055060102684 leaf_weight=20.912587818173055 56.602404281293275 10.052725621031639 11.662359252295571 leaf_count=728 910 451 176 internal_value=0 -0.00588715 0.00332946 internal_weight=0 30.9653 68.2648 internal_count=2265 1179 1086 is_linear=0 shrinkage=0.0224292 Tree=6522 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.44773 6.88433 3.90535 threshold=0.077765000000000015 -0.012569999999999998 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015297146379186686 0.0056948408644070499 -0.02112706530196054 -0.0085356000989131146 leaf_weight=20.915239661173477 56.561035021917633 9.9386627367239253 11.691979592491405 leaf_count=728 910 451 176 internal_value=0 -0.00577704 0.00325541 internal_weight=0 30.8539 68.253 internal_count=2265 1179 1086 is_linear=0 shrinkage=0.0224292 Tree=6523 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.3028 6.66983 3.73043 threshold=0.077765000000000015 -0.012569999999999998 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014952474730076239 0.0055711377322729136 -0.020890714967910961 -0.0083234732062790941 leaf_weight=20.917842904396824 56.521027664381108 9.827150083765444 11.721180367778286 leaf_count=728 910 451 176 internal_value=0 -0.00566859 0.00318296 internal_weight=0 30.745 68.2422 internal_count=2265 1179 1086 is_linear=0 shrinkage=0.0224292 Tree=6524 num_leaves=4 num_cat=0 split_feature=457 151 151 split_gain=3.13282 3.23054 1.71315 threshold=0.078435000000000019 0.0031850000000000003 -0.044604999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075936947724110262 0.0029490978790913951 -0.017422231194008084 0.019051039218607766 leaf_weight=75.039656201644902 8.182589540127081 6.3296654243313233 5.5890375378075978 leaf_count=1946 137 102 33 internal_value=0 -0.00205935 0.00950119 internal_weight=0 81.3693 13.7716 internal_count=2218 2048 170 is_linear=0 shrinkage=0.0224292 Tree=6525 num_leaves=4 num_cat=0 split_feature=457 1429 151 split_gain=3.0042 3.14254 1.66315 threshold=0.078435000000000019 -1.0000000180025095e-35 -0.044604999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027157682275686539 0.002885016628062999 -0.0012404274161684457 0.018794527869712755 leaf_weight=2.4069123973258675 8.1772184540459403 78.962182012992344 5.5390780719462773 leaf_count=106 137 1942 33 internal_value=0 -0.00201326 0.00932698 internal_weight=0 81.3691 13.7163 internal_count=2218 2048 170 is_linear=0 shrinkage=0.0224292 Tree=6526 num_leaves=4 num_cat=0 split_feature=457 151 49 split_gain=2.88115 3.09365 1.29732 threshold=0.078435000000000019 0.0031850000000000003 -0.07107999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006965033030563398 0.017281617821924323 -0.017001866356604837 0.0032753118047084699 leaf_weight=74.998242755787942 5.7200141102657653 6.3304900895454912 7.941993195214307 leaf_count=1946 60 102 110 internal_value=0 -0.00196938 0.00915541 internal_weight=0 81.3287 13.662 internal_count=2218 2048 170 is_linear=0 shrinkage=0.0224292 Tree=6527 num_leaves=4 num_cat=0 split_feature=457 151 151 split_gain=2.76164 2.95594 1.62698 threshold=0.078435000000000019 0.0031850000000000003 -0.044604999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068089468241169164 0.0026140733060470364 -0.016617324336041114 0.018420027505287408 leaf_weight=74.997216339179431 8.1433762966480554 6.3321345948788794 5.4709327463060609 leaf_count=1946 137 102 33 internal_value=0 -0.00192528 0.00898262 internal_weight=0 81.3294 13.6143 internal_count=2218 2048 170 is_linear=0 shrinkage=0.0224292 Tree=6528 num_leaves=4 num_cat=0 split_feature=52 159 47 split_gain=2.58457 3.04149 2.45752 threshold=0.18829500000000002 -0.22563499999999997 0.12431000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4780319877572469e-05 4.9517879276909353e-05 -0.00052590652614352266 -0.00028058359995337143 leaf_weight=89.145491734434472 3.7104339892794087 3.3845040284086272 4.1527893453021525 leaf_count=1947 139 138 54 internal_value=0 -0.000225652 4.93536e-05 internal_weight=0 7.09494 93.2983 internal_count=2278 277 2001 is_linear=0 shrinkage=0.000439788 Tree=6529 num_leaves=4 num_cat=0 split_feature=52 159 47 split_gain=2.4582 3.07241 2.53975 threshold=0.18829500000000002 -0.22563499999999997 0.12431000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033127755150839425 0.0028848428384688203 -0.02677621021669209 -0.014702364098588657 leaf_weight=88.217845718023455 3.6829106365439657 3.3344527922217813 4.1019613168900824 leaf_count=1947 139 138 54 internal_value=0 -0.0112437 0.00250945 internal_weight=0 7.01736 92.3198 internal_count=2278 277 2001 is_linear=0 shrinkage=0.0224292 Tree=6530 num_leaves=3 num_cat=0 split_feature=12 13 split_gain=2.41564 2.46449 threshold=-0.12529499999999996 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023554951249155846 0.019396851608240746 0.0012589820553366791 leaf_weight=1.8794941314117739 3.9080889775650567 93.467175463054446 leaf_count=63 32 2183 internal_value=0 0.00199059 internal_weight=0 97.3753 internal_count=2278 2215 is_linear=0 shrinkage=0.0224292 Tree=6531 num_leaves=4 num_cat=0 split_feature=52 159 42 split_gain=2.3609 2.99494 2.42727 threshold=0.18829500000000002 -0.22563499999999997 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023355765878963351 0.0027924596624170485 -0.02660864813509636 0.0029340517389424884 leaf_weight=1.7829922644377791 3.682805961367194 3.2843891266784331 90.459571525101637 leaf_count=112 139 138 1889 internal_value=0 -0.0111023 0.00242116 internal_weight=0 6.9672 92.2426 internal_count=2278 277 2001 is_linear=0 shrinkage=0.0224292 Tree=6532 num_leaves=4 num_cat=0 split_feature=484 13 2 split_gain=2.02267 2.00802 1.05494 threshold=-0.082244999999999985 -0.53696499999999991 0.098035000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027359856109704102 -0.019250688474232617 0.0021695436922514548 -0.0024513188531325131 leaf_weight=1.8308225932778435 2.2362971857073708 92.584259491228295 1.5987058930695637 leaf_count=174 27 2010 49 internal_value=0 0.00166058 -0.0158264 internal_weight=0 94.8206 3.42953 internal_count=2260 2037 223 is_linear=0 shrinkage=0.0224292 Tree=6533 num_leaves=4 num_cat=0 split_feature=484 13 2 split_gain=2.01803 1.85445 1.02986 threshold=-0.082244999999999985 -0.53696499999999991 0.098035000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053309345857086422 -0.0003580924129789843 4.1676271640392578e-05 -5.2657556700568132e-05 leaf_weight=1.8341072382536361 2.2806539380107997 93.326673269937601 1.6236840596975524 leaf_count=174 27 2010 49 internal_value=0 3.20704e-05 -0.000309022 internal_weight=0 95.6073 3.45779 internal_count=2260 2037 223 is_linear=0 shrinkage=0.000439788 Tree=6534 num_leaves=3 num_cat=0 split_feature=1348 11 split_gain=1.98605 2.65642 threshold=0.084620000000000015 0.08776500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5796526889466723e-05 0.00033226133097184746 -0.00032637170940820145 leaf_weight=92.258010865742108 3.8267973776382851 4.3183582467627266 leaf_count=2128 49 83 internal_value=0 9.98813e-06 internal_weight=0 96.5764 internal_count=2260 2211 is_linear=0 shrinkage=0.000439788 Tree=6535 num_leaves=3 num_cat=0 split_feature=1348 11 split_gain=1.98097 2.612 threshold=0.084620000000000015 0.08776500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3676434426685687e-05 0.00033162487520049989 -0.00032838867327530691 leaf_weight=91.062915335174694 3.7834317946835645 4.2476705363496867 leaf_count=2128 49 83 internal_value=0 7.92346e-06 internal_weight=0 95.3106 internal_count=2260 2211 is_linear=0 shrinkage=0.000439788 Tree=6536 num_leaves=4 num_cat=0 split_feature=484 50 16 split_gain=3.30718 3.45253 1.27571 threshold=-1.0000000180025095e-35 0.099450000000000011 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034480379136187411 -0.00038377357341130191 0.018171978488795031 -0.024060615853841845 leaf_weight=2.486574469228799 85.640696573347668 5.3409717764970983 3.8576964514213605 leaf_count=121 1741 164 238 internal_value=0 0.000709104 -0.0160163 internal_weight=0 90.9817 6.34427 internal_count=2264 1905 359 is_linear=0 shrinkage=0.0224292 Tree=6537 num_leaves=4 num_cat=0 split_feature=484 50 16 split_gain=3.06063 3.14595 1.30856 threshold=-1.0000000180025095e-35 0.099450000000000011 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4564278665275948e-05 -6.1894318634257252e-06 0.00033851334442512658 -0.00046157530044380421 leaf_weight=2.536788054232602 87.131743536760041 5.4215688561780544 3.8439006089320165 leaf_count=121 1741 164 238 internal_value=0 1.40681e-05 -0.000300404 internal_weight=0 92.5533 6.38069 internal_count=2264 1905 359 is_linear=0 shrinkage=0.000439788 Tree=6538 num_leaves=4 num_cat=0 split_feature=15 15 12 split_gain=3.20138 4.72458 4.45285 threshold=0.088235000000000022 0.050935000000000008 0.086885000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080877443030492077 -0.015910145996025339 -0.022214260102763991 0.013297274334087911 leaf_weight=73.724194709659059 3.1715782281789897 5.5609608493978149 14.863776149417388 leaf_count=1421 87 338 418 internal_value=0 -0.00231511 0.00814966 internal_weight=0 79.2852 18.0354 internal_count=2264 1759 505 is_linear=0 shrinkage=0.0224292 Tree=6539 num_leaves=4 num_cat=0 split_feature=484 50 16 split_gain=3.15456 3.27287 1.25577 threshold=-1.0000000180025095e-35 0.099450000000000011 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032576878317361144 -0.00036721401859416872 0.01768343459548526 -0.023742124805587562 leaf_weight=2.4905611024587415 85.617011681155418 5.351071512550333 3.814243775446811 leaf_count=121 1741 164 238 internal_value=0 0.000698078 -0.0156845 internal_weight=0 90.9681 6.3048 internal_count=2264 1905 359 is_linear=0 shrinkage=0.0224292 Tree=6540 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=2.25584 3.17961 threshold=-1.0000000180025095e-35 -0.12529499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015481512705065191 -0.027539096821137744 0.0030686525051190783 leaf_weight=3.6016676397121037 1.7185270155387105 98.640200597845251 leaf_count=52 64 2118 internal_value=0 0.00253939 internal_weight=0 100.359 internal_count=2234 2182 is_linear=0 shrinkage=0.0224292 Tree=6541 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=2.15285 3.03419 threshold=-1.0000000180025095e-35 -0.12529499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015104488627293683 -0.026865406207900875 0.0030004064843621825 leaf_weight=3.6091608888527835 1.7225431589540665 98.621731358833131 leaf_count=52 64 2118 internal_value=0 0.00248271 internal_weight=0 100.344 internal_count=2234 2182 is_linear=0 shrinkage=0.0224292 Tree=6542 num_leaves=3 num_cat=0 split_feature=52 39 split_gain=2.1678 2.09092 threshold=-0.53299999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045703054978338145 -0.00028179929146827931 5.5348763160776137e-05 leaf_weight=1.6832303498595127 3.670598006254294 99.777664974222716 leaf_count=143 52 2039 internal_value=0 4.33361e-05 internal_weight=0 103.448 internal_count=2234 2091 is_linear=0 shrinkage=0.000439788 Tree=6543 num_leaves=3 num_cat=0 split_feature=12 52 split_gain=2.42177 2.32165 threshold=-0.12529499999999996 -0.53299999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046586989031487878 -0.00045768133426808536 5.2443422961733291e-05 leaf_weight=1.8163054146571074 1.7364277028900676 101.59332359792825 leaf_count=65 142 2027 internal_value=0 4.3788e-05 internal_weight=0 103.33 internal_count=2234 2169 is_linear=0 shrinkage=0.000439788 Tree=6544 num_leaves=4 num_cat=0 split_feature=123 34 133 split_gain=3.10934 3.269 1.56469 threshold=1.0000000180025095e-35 -0.038779999999999995 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025101366532086351 0.0028951350787039978 -0.0015052325975321702 0.022611297453399057 leaf_weight=3.0365970333514261 4.313261058443457 88.611083748228339 3.808558024597005 leaf_count=36 87 2041 95 internal_value=0 -0.00229212 0.012172 internal_weight=0 91.6477 8.12182 internal_count=2259 2077 182 is_linear=0 shrinkage=0.0224292 Tree=6545 num_leaves=4 num_cat=0 split_feature=123 34 133 split_gain=3.17944 3.09482 1.52458 threshold=1.0000000180025095e-35 -0.038779999999999995 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047944547292735467 6.2819977368638627e-05 -2.9851099546067393e-05 0.00044288893676251256 leaf_weight=3.0438339089450883 4.3708088879066036 89.398718234435364 3.8233280941494741 leaf_count=36 87 2041 95 internal_value=0 -4.47507e-05 0.000240775 internal_weight=0 92.4426 8.19414 internal_count=2259 2077 182 is_linear=0 shrinkage=0.000439788 Tree=6546 num_leaves=4 num_cat=0 split_feature=39 43 133 split_gain=3.22852 3.55675 2.35574 threshold=0.0095750000000000019 -0.50913499999999989 0.077415000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004059358945076039 5.0737074354348645e-05 -6.9238704349535324e-05 0.00044019536364824958 leaf_weight=3.1425011948449528 9.2195659839489945 84.017898203952427 4.4409312984644194 leaf_count=28 151 1970 110 internal_value=0 -5.20215e-05 0.000177785 internal_weight=0 87.1604 13.6605 internal_count=2259 1998 261 is_linear=0 shrinkage=0.000439788 Tree=6547 num_leaves=4 num_cat=0 split_feature=123 34 133 split_gain=2.9992 3.13253 1.54628 threshold=1.0000000180025095e-35 -0.038779999999999995 0.048655000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024604625754581781 0.0028489814500228384 -0.0014714558040126947 0.02255495789253115 leaf_weight=3.027050639037042 4.3100789594463986 88.642464712564106 3.7339165073062759 leaf_count=36 87 2041 95 internal_value=0 -0.00224031 0.012028 internal_weight=0 91.6695 8.044 internal_count=2259 2077 182 is_linear=0 shrinkage=0.0224292 Tree=6548 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=3.61609 4.06549 3.53775 threshold=-0.08130999999999998 -0.086814999999999989 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2550286550558756e-05 -8.2796313799171839e-05 0.00054457194704697924 0.00036808909294046239 leaf_weight=23.174210930592384 61.44454568259971 3.9453840709757051 3.5420016114076125 leaf_count=496 1616 42 84 internal_value=0 0.000133009 -5.81205e-05 internal_weight=0 27.1196 64.9865 internal_count=2238 538 1700 is_linear=0 shrinkage=0.000439788 Tree=6549 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=3.56012 4.05264 3.41976 threshold=-0.08130999999999998 -0.086814999999999989 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031592493610236318 -0.0041863741785027704 0.02780981648404441 0.018638979444317142 leaf_weight=22.969888841398646 60.957634992993917 3.9113802969804956 3.4724065998161668 leaf_count=496 1616 42 84 internal_value=0 0.00676324 -0.00295106 internal_weight=0 26.8813 64.43 internal_count=2238 538 1700 is_linear=0 shrinkage=0.0224292 Tree=6550 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=3.40703 3.92223 3.30454 threshold=-0.08130999999999998 -0.086814999999999989 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030889337365411882 -0.0040933168381006484 0.027430620216881287 0.018507244672529882 leaf_weight=22.96631918138883 60.945702351773434 3.8771618342725551 3.4194213004084295 leaf_count=496 1616 42 84 internal_value=0 0.00662174 -0.00288752 internal_weight=0 26.8435 64.3651 internal_count=2238 538 1700 is_linear=0 shrinkage=0.0224292 Tree=6551 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=3.26043 3.79551 3.1932 threshold=-0.08130999999999998 -0.086814999999999989 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030201621665081396 -0.0040022923144377208 0.027054592274236795 0.018374933990661056 leaf_weight=22.962909042595133 60.934310059046766 3.843527575954794 3.3675210137153035 leaf_count=496 1616 42 84 internal_value=0 0.00648304 -0.00282528 internal_weight=0 26.8064 64.3018 internal_count=2238 538 1700 is_linear=0 shrinkage=0.0224292 Tree=6552 num_leaves=3 num_cat=0 split_feature=124 160 split_gain=2.48944 3.02935 threshold=0.093335000000000015 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048108991448968914 0.00043362570958710173 4.5325541764892873e-05 leaf_weight=2.1413696142408289 3.0904440284939474 99.259745111105076 leaf_count=185 39 2065 internal_value=0 3.41203e-05 internal_weight=0 101.401 internal_count=2289 2250 is_linear=0 shrinkage=0.000439788 Tree=6553 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=2.88699 2.60714 threshold=-0.39935999999999994 -0.21586499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052859999735321947 -0.00012274688969307479 8.7181062202680294e-05 leaf_weight=1.6176609544527298 13.115042975405229 88.901974084772519 leaf_count=121 189 1979 internal_value=0 6.01753e-05 internal_weight=0 102.017 internal_count=2289 2168 is_linear=0 shrinkage=0.000439788 Tree=6554 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=2.87254 2.4792 threshold=-0.39935999999999994 -0.21586499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005323468561535176 -0.00012118871450406669 8.3462035256700034e-05 leaf_weight=1.6059564888546436 13.129852640675379 88.634774519643543 leaf_count=121 189 1979 internal_value=0 5.70399e-05 internal_weight=0 101.765 internal_count=2289 2168 is_linear=0 shrinkage=0.000439788 Tree=6555 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=2.89366 2.54732 threshold=-0.39935999999999994 -0.21586499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027377833074248778 -0.006311030803469073 0.0043187193624799752 leaf_weight=1.5897184669520346 13.010273144784149 87.610884892148533 leaf_count=121 189 1979 internal_value=0 0.00294336 internal_weight=0 100.621 internal_count=2289 2168 is_linear=0 shrinkage=0.0224292 Tree=6556 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=2.80898 2.87677 1.93791 threshold=0.10695000000000002 -0.23832999999999996 0.090670000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031250206120636413 -0.00051174456521670651 1.7449895674992533e-05 0.00010294019686307004 leaf_weight=6.864056585909565 3.0776802448090157 89.505575668537858 1.451313840341754 leaf_count=116 233 1815 71 internal_value=0 3.85231e-05 -0.000315164 internal_weight=0 96.3696 4.52899 internal_count=2235 1931 304 is_linear=0 shrinkage=0.000439788 Tree=6557 num_leaves=4 num_cat=0 split_feature=48 4 133 split_gain=2.77821 4.78739 3.92359 threshold=0.092805000000000012 0.033845000000000007 0.10695000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4397729398640676e-06 0.00033538805205806526 -0.00010539048373042931 -0.00045380092078526712 leaf_weight=77.117382598427866 12.686572362888912 7.6148593387333667 3.6872128664253969 leaf_count=1699 174 79 283 internal_value=0 0.000170113 -1.18007e-05 internal_weight=0 20.3014 80.8046 internal_count=2235 253 1982 is_linear=0 shrinkage=0.000439788 Tree=6558 num_leaves=3 num_cat=0 split_feature=453 48 split_gain=2.58179 3.48828 threshold=1.0000000180025095e-35 0.092805000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022868185008445533 -0.018234360556201108 0.010666791058847705 leaf_weight=77.693927467178582 3.3145762110943897 18.236652770488945 leaf_count=1949 56 230 internal_value=0 0.00184429 internal_weight=0 95.9306 internal_count=2235 2179 is_linear=0 shrinkage=0.0224292 Tree=6559 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=2.76769 2.95464 1.90098 threshold=0.10695000000000002 -0.23832999999999996 0.090670000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031562105854093022 -0.0005103665294314627 1.7262304544060009e-05 0.00010158272402509455 leaf_weight=6.8998683327081372 3.0394908226153339 89.008902261517505 1.4378049718216059 leaf_count=116 233 1815 71 internal_value=0 3.87854e-05 -0.000314253 internal_weight=0 95.9088 4.4773 internal_count=2235 1931 304 is_linear=0 shrinkage=0.000439788 Tree=6560 num_leaves=3 num_cat=0 split_feature=457 12 split_gain=2.61527 2.98063 threshold=-0.098834999999999992 0.088115000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003292784882622927 -7.1963612594054682e-05 8.636448148395442e-05 leaf_weight=4.6305077008437356 57.326673939080138 38.376193430342028 leaf_count=48 1153 1022 internal_value=0 -8.47057e-06 internal_weight=0 95.7029 internal_count=2223 2175 is_linear=0 shrinkage=0.000439788 Tree=6561 num_leaves=3 num_cat=0 split_feature=457 12 split_gain=2.65489 3.01125 threshold=-0.098834999999999992 0.088115000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033078807078157357 -7.3437173383882347e-05 8.5838014893255032e-05 leaf_weight=4.6323627252131692 57.137640416907743 38.351712789746671 leaf_count=48 1153 1022 internal_value=0 -9.46256e-06 internal_weight=0 95.4894 internal_count=2223 2175 is_linear=0 shrinkage=0.000439788 Tree=6562 num_leaves=3 num_cat=0 split_feature=457 12 split_gain=2.63833 3.11691 threshold=-0.098834999999999992 0.088115000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016904680482768681 -0.0038325677933056311 0.0044736399262067144 leaf_weight=4.5769072300754479 56.577402949822499 37.959051078545599 leaf_count=48 1153 1022 internal_value=0 -0.000497161 internal_weight=0 94.5365 internal_count=2223 2175 is_linear=0 shrinkage=0.0224292 Tree=6563 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=2.53738 2.98387 threshold=-0.098834999999999992 -0.23129999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016629448882534474 -0.017396403580985022 0.00045255418235263969 leaf_weight=4.5489389889407894 4.95411848288495 89.609112082023785 leaf_count=48 56 2119 internal_value=0 -0.000485866 internal_weight=0 94.5632 internal_count=2223 2175 is_linear=0 shrinkage=0.0224292 Tree=6564 num_leaves=4 num_cat=0 split_feature=43 151 42 split_gain=3.67981 4.40185 2.76048 threshold=0.019175000000000001 -0.08718999999999999 0.079055000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020020892926272439 0.00030852221220410665 -9.5929625646492224e-05 -6.9579253605073498e-05 leaf_weight=11.169512760418 10.329539760581612 73.385867329236135 5.8341558531974433 leaf_count=162 173 1760 157 internal_value=0 -5.67742e-05 0.000172128 internal_weight=0 84.5554 16.1637 internal_count=2252 1922 330 is_linear=0 shrinkage=0.000439788 Tree=6565 num_leaves=4 num_cat=0 split_feature=43 151 42 split_gain=3.64696 4.41312 2.60831 threshold=0.019175000000000001 -0.08718999999999999 0.079055000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010261339187585145 0.01561001825397253 -0.0049605645382614205 -0.0032995216920801954 leaf_weight=11.032848572649526 10.14784666550622 72.038586442888118 5.7332811050728187 leaf_count=162 173 1760 157 internal_value=0 -0.00293703 0.00878768 internal_weight=0 83.0714 15.8811 internal_count=2252 1922 330 is_linear=0 shrinkage=0.0224292 Tree=6566 num_leaves=4 num_cat=0 split_feature=43 151 42 split_gain=3.49524 4.22125 2.51187 threshold=0.019175000000000001 -0.08718999999999999 0.079055000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010048215627897429 0.015352101279664417 -0.0048497762049175379 -0.0032273884796803565 leaf_weight=11.014761750964679 10.087904615967998 72.032069267374027 5.7304140576597993 leaf_count=162 173 1760 157 internal_value=0 -0.00287195 0.00862564 internal_weight=0 83.0468 15.8183 internal_count=2252 1922 330 is_linear=0 shrinkage=0.0224292 Tree=6567 num_leaves=4 num_cat=0 split_feature=43 151 42 split_gain=3.29558 4.05773 2.50055 threshold=0.019175000000000001 -0.08718999999999999 0.079055000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019572183067717051 0.00029740263088605119 -8.8699056037005954e-05 -6.2844849902041929e-05 leaf_weight=11.16165257222019 10.203024297195954 73.354852852495242 5.8557538377935989 leaf_count=162 173 1760 157 internal_value=0 -5.11014e-05 0.000166122 internal_weight=0 84.5165 16.0588 internal_count=2252 1922 330 is_linear=0 shrinkage=0.000439788 Tree=6568 num_leaves=4 num_cat=0 split_feature=1 454 12 split_gain=2.29314 4.30089 2.11361 threshold=0.099515000000000006 1.0000000180025095e-35 -0.064509999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004073789031470757 0.016737952323368513 0.022126396927364417 0.0021165665908083691 leaf_weight=57.94344603538957 5.8238628198305369 3.3143228739500037 33.485525099764345 leaf_count=1639 185 15 408 internal_value=0 -0.00264979 0.00428986 internal_weight=0 61.2578 39.3094 internal_count=2247 1654 593 is_linear=0 shrinkage=0.0224292 Tree=6569 num_leaves=4 num_cat=0 split_feature=1 454 1 split_gain=2.51388 4.19307 2.16731 threshold=0.10384000000000002 1.0000000180025095e-35 0.10708500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3992238075660293e-05 0.00038280848362393831 0.00042540449498619807 5.5581863559029673e-05 leaf_weight=62.76102926187923 4.4596461730543515 3.4105729344300917 31.178114407171961 leaf_count=1716 58 17 456 internal_value=0 -4.81374e-05 9.67135e-05 internal_weight=0 66.1716 35.6378 internal_count=2247 1733 514 is_linear=0 shrinkage=0.000439788 Tree=6570 num_leaves=4 num_cat=0 split_feature=1 454 1 split_gain=2.50924 4.14083 2.30476 threshold=0.10384000000000002 1.0000000180025095e-35 0.10647000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1313778645093172e-05 0.00040978554022669478 0.0004243814726027584 5.8651582129161964e-05 leaf_weight=63.030594212066717 4.0624117779079816 3.4182375292293719 31.762349348049611 leaf_count=1716 45 17 469 internal_value=0 -4.56998e-05 9.86661e-05 internal_weight=0 66.4488 35.8248 internal_count=2247 1733 514 is_linear=0 shrinkage=0.000439788 Tree=6571 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.28131 4.87943 threshold=-0.14917999999999998 -0.12807999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010518959728121634 -0.034906670837481162 -0.00022931809129460892 leaf_weight=9.4921404588967544 2.0701710516586891 88.914522784127257 leaf_count=76 27 2144 internal_value=0 -0.00102549 internal_weight=0 90.9847 internal_count=2247 2171 is_linear=0 shrinkage=0.0224292 Tree=6572 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=3.19082 1.94975 threshold=0.25682500000000003 0.087015000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012403225396372232 0.023174275369647428 -0.014694306337511343 leaf_weight=95.739097633828351 3.2329056261660289 4.0063026214629636 leaf_count=2056 107 134 internal_value=0 0.000597614 internal_weight=0 99.7454 internal_count=2297 2190 is_linear=0 shrinkage=0.0224292 Tree=6573 num_leaves=3 num_cat=0 split_feature=1456 3 split_gain=4.28242 2.17248 threshold=-1.0000000180025095e-35 0.24227500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025854917883816188 0.0014044420737074753 0.018885344840135036 leaf_weight=2.8255291975001446 96.369335334205971 3.6954957648413247 leaf_count=219 1967 111 internal_value=0 0.00205351 internal_weight=0 100.065 internal_count=2297 2078 is_linear=0 shrinkage=0.0224292 Tree=6574 num_leaves=3 num_cat=0 split_feature=3 49 split_gain=2.31059 1.93967 threshold=0.24227500000000002 -0.44508499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017233321582684737 0.018768646938272199 1.7278030714531317e-05 leaf_weight=3.3903772216290227 3.6358642072882494 95.73952684753931 leaf_count=15 111 2171 internal_value=0 0.000609295 internal_weight=0 99.1299 internal_count=2297 2186 is_linear=0 shrinkage=0.0224292 Tree=6575 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=2.24896 1.87823 threshold=0.24227500000000002 0.087015000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012295033155386111 0.018650936576398578 -0.014437868614003882 leaf_weight=95.128739690650036 3.5775273307372109 3.9925459198020681 leaf_count=2052 111 134 internal_value=0 0.000595772 internal_weight=0 99.1213 internal_count=2297 2186 is_linear=0 shrinkage=0.0224292 Tree=6576 num_leaves=4 num_cat=0 split_feature=47 4 15 split_gain=3.74941 7.27561 3.31855 threshold=0.087235000000000021 -0.048104999999999995 -0.095034999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010378683169190217 0.016716344045029218 -0.017826304758244597 -8.1363420133688581e-05 leaf_weight=20.111545089805077 4.0615804468980086 12.358105579216497 63.042096145643882 leaf_count=355 40 237 1638 internal_value=0 -0.00927233 0.00245031 internal_weight=0 16.4197 83.1536 internal_count=2270 277 1993 is_linear=0 shrinkage=0.0224292 Tree=6577 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=4.45322 2.93549 threshold=-0.22309499999999996 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00066198778328482389 0.00012764185076432409 -3.2264862487158639e-05 leaf_weight=1.8546352500925412 33.723262789433647 64.918071144222267 leaf_count=51 840 1379 internal_value=0 2.24178e-05 internal_weight=0 98.6413 internal_count=2270 2219 is_linear=0 shrinkage=0.000439788 Tree=6578 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=4.47854 2.83041 threshold=-0.22309499999999996 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00066193710562789318 0.00012600498550119173 -3.1028632180453739e-05 leaf_weight=1.8648633716475149 33.685728861561074 65.021593627356197 leaf_count=51 840 1379 internal_value=0 2.2576e-05 internal_weight=0 98.7073 internal_count=2270 2219 is_linear=0 shrinkage=0.000439788 Tree=6579 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=4.43063 2.73503 threshold=-0.22309499999999996 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065941759241527963 5.5525218126964827e-06 0.00033309854516405283 leaf_weight=1.8573190268580209 93.989348619201337 5.1845922760257954 leaf_count=51 2102 117 internal_value=0 2.27367e-05 internal_weight=0 99.1739 internal_count=2270 2219 is_linear=0 shrinkage=0.000439788 Tree=6580 num_leaves=3 num_cat=0 split_feature=42 13 split_gain=4.5923 3.86308 threshold=-0.22309499999999996 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.036403500495226657 0.0090322025569299826 -0.0025147489131284728 leaf_weight=1.7751141795160936 18.283230401037144 71.563819116170635 leaf_count=52 275 1911 internal_value=0 -0.000163607 internal_weight=0 89.847 internal_count=2238 2186 is_linear=0 shrinkage=0.0224292 Tree=6581 num_leaves=4 num_cat=0 split_feature=13 131 1 split_gain=4.47515 3.98632 1.4607 threshold=-0.094869999999999996 0.098515000000000005 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6750437944014105e-05 -8.756826616278639e-05 0.00035267881438149685 0.00027821164551966094 leaf_weight=7.4320686606224653 70.544679958546112 4.1970154566370175 11.200141056004211 leaf_count=103 1806 157 172 internal_value=0 -6.27631e-05 0.000178038 internal_weight=0 74.7417 18.6322 internal_count=2238 1963 275 is_linear=0 shrinkage=0.000439788 Tree=6582 num_leaves=3 num_cat=0 split_feature=42 13 split_gain=4.33687 3.75553 threshold=-0.22309499999999996 -0.094869999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006922354519187222 0.00017478407891402306 -4.773934865150419e-05 leaf_weight=1.7789690931167559 18.396868326992262 72.083520863792728 leaf_count=52 275 1911 internal_value=0 -2.46758e-06 internal_weight=0 90.4804 internal_count=2238 2186 is_linear=0 shrinkage=0.000439788 Tree=6583 num_leaves=3 num_cat=0 split_feature=42 160 split_gain=4.38983 3.24934 threshold=-0.22309499999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.035611519585587274 0.0018268659805012251 -0.0093251718406152408 leaf_weight=1.7728336329819274 73.855510831888751 15.969131937021301 leaf_count=52 1830 356 internal_value=0 -0.000157317 internal_weight=0 89.8246 internal_count=2238 2186 is_linear=0 shrinkage=0.0224292 Tree=6584 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=4.00361 3.91261 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022485143439047284 -0.01624497144065639 0.002948223708814238 leaf_weight=3.1320120169548309 6.4005439549218854 88.700988406222677 leaf_count=44 127 2129 internal_value=0 0.00207631 internal_weight=0 91.833 internal_count=2300 2173 is_linear=0 shrinkage=0.0224292 Tree=6585 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=3.83382 3.74104 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021990890203106822 -0.015917361599320744 0.0028824010892455573 leaf_weight=3.1310188397765151 6.3863226963439947 88.692179213770942 leaf_count=44 127 2129 internal_value=0 0.00202987 internal_weight=0 91.8232 internal_count=2300 2173 is_linear=0 shrinkage=0.0224292 Tree=6586 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=3.67075 3.57665 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021505053335112444 -0.015594010694369744 0.0028180353328755357 leaf_weight=3.1303804488852611 6.3730851770960717 88.683767303064087 leaf_count=44 127 2129 internal_value=0 0.00198445 internal_weight=0 91.8141 internal_count=2300 2173 is_linear=0 shrinkage=0.0224292 Tree=6587 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=3.44451 3.33097 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040549918296995242 -0.00029538129757576199 5.2511359591048194e-05 leaf_weight=3.1612180066877036 6.4378131581470361 89.603942104702583 leaf_count=44 127 2129 internal_value=0 3.68232e-05 internal_weight=0 92.7652 internal_count=2300 2173 is_linear=0 shrinkage=0.000439788 Tree=6588 num_leaves=3 num_cat=0 split_feature=43 1456 split_gain=5.12165 3.26344 threshold=-0.28298999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039143942581540029 5.6583595604932423e-05 -0.00039342177753950096 leaf_weight=5.5599260399467303 94.674663233501633 3.2041067457394083 leaf_count=92 1989 204 internal_value=0 4.17786e-05 internal_weight=0 97.8788 internal_count=2285 2193 is_linear=0 shrinkage=0.000439788 Tree=6589 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=5.09016 3.26581 threshold=-0.28298999999999996 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039307066566180555 0.00036195406720571311 2.0139634812239828e-05 leaf_weight=5.519248931144829 5.7287750664690966 91.025493725121123 leaf_count=92 138 2055 internal_value=0 4.04457e-05 internal_weight=0 96.7543 internal_count=2285 2193 is_linear=0 shrinkage=0.000439788 Tree=6590 num_leaves=3 num_cat=0 split_feature=43 1456 split_gain=5.24533 3.24748 threshold=-0.28298999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039547469041158401 5.740355733342818e-05 -0.00039215324531908808 leaf_weight=5.5693214184429953 94.452936993444382 3.1946965112801982 leaf_count=92 1989 204 internal_value=0 4.26218e-05 internal_weight=0 97.6476 internal_count=2285 2193 is_linear=0 shrinkage=0.000439788 Tree=6591 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=5.11693 3.16219 threshold=-0.28298999999999996 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039299243339116778 0.00035661814782212017 2.0327616195173676e-05 leaf_weight=5.5563394316704935 5.730056875747322 91.228321740391038 leaf_count=92 138 2055 internal_value=0 4.0268e-05 internal_weight=0 96.9584 internal_count=2285 2193 is_linear=0 shrinkage=0.000439788 Tree=6592 num_leaves=4 num_cat=0 split_feature=157 130 3 split_gain=3.50965 2.52696 0.524451 threshold=-0.084489999999999996 -0.0015749999999999998 -0.0083549999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01427402332214292 -0.012389181148153369 0.0015704259412373754 -0.031604668607553538 leaf_weight=2.1353306436758435 7.017225561074155 89.493268486459783 1.5509011030953832 leaf_count=149 210 1891 22 internal_value=0 0.000553181 -0.0216908 internal_weight=0 96.5105 3.68623 internal_count=2272 2101 171 is_linear=0 shrinkage=0.0224292 Tree=6593 num_leaves=4 num_cat=0 split_feature=157 4 52 split_gain=3.35839 2.48124 0.515648 threshold=-0.084489999999999996 0.053330000000000009 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022925480010190275 -4.2244201563660406e-05 0.00010314757478571639 -0.00056242707038005866 leaf_weight=1.6654918729254862 62.954936799713323 35.482332549174316 2.0467898887673064 leaf_count=89 1581 520 82 internal_value=0 1.0173e-05 -0.000414889 internal_weight=0 98.4373 3.71228 internal_count=2272 2101 171 is_linear=0 shrinkage=0.000439788 Tree=6594 num_leaves=4 num_cat=0 split_feature=157 13 3 split_gain=3.39033 2.52241 0.516798 threshold=-0.084489999999999996 -0.53696499999999991 -0.0083549999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014063178298504063 -0.024573005135608027 0.0010633982246902507 -0.031368139051843477 leaf_weight=2.1189127637317147 1.9519164414959949 94.568179921894625 1.5272232497227367 leaf_count=149 25 2076 22 internal_value=0 0.000540199 -0.0214372 internal_weight=0 96.5201 3.64614 internal_count=2272 2101 171 is_linear=0 shrinkage=0.0224292 Tree=6595 num_leaves=4 num_cat=0 split_feature=157 130 52 split_gain=3.27755 2.42438 0.512788 threshold=-0.084489999999999996 -0.0015749999999999998 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011583284424673912 -0.012160108812360319 0.0015231942690009971 -0.028780523659419844 leaf_weight=1.6120764913102905 7.0059327097114865 89.530681026544698 1.994277290190438 leaf_count=89 210 1891 82 internal_value=0 0.00052795 -0.0211947 internal_weight=0 96.5366 3.60635 internal_count=2272 2101 171 is_linear=0 shrinkage=0.0224292 Tree=6596 num_leaves=4 num_cat=0 split_feature=157 0 0 split_gain=2.57907 4.28572 3.77752 threshold=-0.077234999999999984 -0.11047999999999998 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020403418553536723 -0.0041824671864081047 -0.0041796535251982783 0.006268639154736827 leaf_weight=7.7254251273407135 60.855767846605886 6.6047248066588491 24.342319566196238 leaf_count=44 1617 239 355 internal_value=0 0.00908266 -0.0011957 internal_weight=0 14.3301 85.1981 internal_count=2255 283 1972 is_linear=0 shrinkage=0.0224292 Tree=6597 num_leaves=4 num_cat=0 split_feature=157 0 0 split_gain=2.51615 4.21261 3.65849 threshold=-0.077234999999999984 -0.11047999999999998 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039443913492196321 -8.1462044282881236e-05 -8.0673283337562984e-05 0.00011906872560415428 leaf_weight=7.7439264984568581 61.794628180854488 6.7360129609551205 24.580669416842284 leaf_count=44 1617 239 355 internal_value=0 0.000173603 -2.43813e-05 internal_weight=0 14.4799 86.3753 internal_count=2255 283 1972 is_linear=0 shrinkage=0.000439788 Tree=6598 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=2.5962 2.51756 threshold=-0.28286499999999998 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02106304764553386 0.020194002693048014 0.00021472034933002002 leaf_weight=2.7682044218345245 3.2653422330040476 93.399351774967727 leaf_count=55 26 2174 internal_value=0 0.000893477 internal_weight=0 96.6647 internal_count=2255 2200 is_linear=0 shrinkage=0.0224292 Tree=6599 num_leaves=4 num_cat=0 split_feature=157 0 0 split_gain=2.43851 4.14816 3.55242 threshold=-0.077234999999999984 -0.11047999999999998 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039148233792503156 -7.9967968868178938e-05 -8.0333664334870486e-05 0.00011786283417602668 leaf_weight=7.7067456305667292 61.6436133331772 6.7453659411457902 24.525222778873285 leaf_count=44 1617 239 355 internal_value=0 0.000171452 -2.36481e-05 internal_weight=0 14.4521 86.1688 internal_count=2255 283 1972 is_linear=0 shrinkage=0.000439788 Tree=6600 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.10353 2.69588 0.818421 threshold=0.13130500000000003 0.11951500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7592068870600849e-06 0.00044165417151029233 -0.00039413143329950509 0.00016231282057741121 leaf_weight=88.415134969731298 3.3306909744424029 3.2971729995970227 5.2416046908911085 leaf_count=2066 85 44 98 internal_value=0 -4.84017e-06 0.000271589 internal_weight=0 91.7123 8.5723 internal_count=2293 2110 183 is_linear=0 shrinkage=0.000439788 Tree=6601 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.78982 4.8074 4.17132 threshold=0.084055000000000005 -0.13314999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025601009387406792 -0.0035849980534114578 0.0025398149255882285 0.016800806295720925 leaf_weight=5.3387152004288501 58.312419090736512 30.107042662486492 5.5090912742307401 leaf_count=46 1499 625 123 internal_value=0 0.00602512 -0.00182079 internal_weight=0 35.4458 63.8215 internal_count=2293 671 1622 is_linear=0 shrinkage=0.0224292 Tree=6602 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=2.94015 2.76937 0.875061 threshold=0.13130500000000003 0.11951500000000001 -0.050194999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053954472384769542 0.020607646697191399 -0.020465165270195446 0.0061345559435100451 leaf_weight=87.49113075670175 4.3405918515127269 3.256852163181974 4.1015848814276961 leaf_count=2066 144 44 39 internal_value=0 -0.000218438 0.0136057 internal_weight=0 90.748 8.44218 internal_count=2293 2110 183 is_linear=0 shrinkage=0.0224292 Tree=6603 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=2.79813 2.67581 0.890234 threshold=0.13130500000000003 0.11951500000000001 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1523142517893379e-06 0.00043570311058795563 -0.00039333370319246047 0.00014357425432810411 leaf_weight=88.63249612040272 3.3115561076265276 3.2951265977844733 5.195659042452462 leaf_count=2066 85 44 98 internal_value=0 -5.35338e-06 0.000258011 internal_weight=0 91.9276 8.50722 internal_count=2293 2110 183 is_linear=0 shrinkage=0.000439788 Tree=6604 num_leaves=4 num_cat=0 split_feature=48 51 48 split_gain=3.77606 4.48936 2.20344 threshold=0.092805000000000012 0.10664000000000001 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9913366993114013e-06 0.00031001695020744526 -0.00053841191815748985 7.5191342859372101e-06 leaf_weight=77.08130432942562 13.01240303485247 2.9804039686950992 7.2492121156301428 leaf_count=1930 182 112 84 internal_value=0 -1.05472e-05 0.000201898 internal_weight=0 80.0617 20.2616 internal_count=2308 2042 266 is_linear=0 shrinkage=0.000439788 Tree=6605 num_leaves=4 num_cat=0 split_feature=1 49 12 split_gain=2.59681 3.77072 2.13135 threshold=0.10384000000000002 -0.44508499999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024019110062074141 0.01794810106436389 -0.002177279922716453 0.0037975955891152565 leaf_weight=2.8726272545754901 6.7220918478633385 62.677975746726588 26.118488665379118 leaf_count=10 204 1763 331 internal_value=0 -0.00102261 0.00670279 internal_weight=0 65.5506 32.8406 internal_count=2308 1773 535 is_linear=0 shrinkage=0.0224292 Tree=6606 num_leaves=4 num_cat=0 split_feature=48 51 48 split_gain=3.58013 4.49145 2.31305 threshold=0.092805000000000012 0.10664000000000001 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043596989511937009 0.015774765676236806 -0.027782129789102137 -0.00023896597716981352 leaf_weight=75.563089704399317 12.688269695499914 2.9292596375871645 7.0570308132464552 leaf_count=1930 182 112 84 internal_value=0 -0.000623602 0.0100567 internal_weight=0 78.4923 19.7453 internal_count=2308 2042 266 is_linear=0 shrinkage=0.0224292 Tree=6607 num_leaves=4 num_cat=0 split_feature=48 51 48 split_gain=3.43488 4.34299 2.23033 threshold=0.092805000000000012 0.10664000000000001 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042619511901460756 0.015506140261831555 -0.027470810488561613 -0.00023360959416083863 leaf_weight=75.562878639582777 12.619676084243112 2.8965985815029844 7.0573606401067073 leaf_count=1930 182 112 84 internal_value=0 -0.00061015 0.00986617 internal_weight=0 78.4595 19.677 internal_count=2308 2042 266 is_linear=0 shrinkage=0.0224292 Tree=6608 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=4.26005 4.0003 1.968 threshold=0.27467500000000006 -0.097839999999999996 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039721666264955799 0.00027999371555971855 -9.3496097464448866e-05 -7.8551650674318733e-05 leaf_weight=3.332579842885024 10.844345828358199 77.951861503450345 4.060510439448989 leaf_count=33 225 1990 31 internal_value=0 -7.32888e-05 0.00018234 internal_weight=0 81.2844 14.9049 internal_count=2279 2023 256 is_linear=0 shrinkage=0.000439788 Tree=6609 num_leaves=4 num_cat=0 split_feature=4 151 48 split_gain=4.10016 4.07832 1.93293 threshold=0.27467500000000006 -0.10938499999999998 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01473777614104794 0.014139386551612926 -0.0050993043468954271 -0.004091981045817197 leaf_weight=5.5851748671229862 10.676396831695454 74.949707317207867 4.0170800477499133 leaf_count=95 225 1928 31 internal_value=0 -0.00372042 0.00915623 internal_weight=0 80.5349 14.6935 internal_count=2279 2023 256 is_linear=0 shrinkage=0.0224292 Tree=6610 num_leaves=4 num_cat=0 split_feature=4 151 48 split_gain=3.93428 3.90333 1.87022 threshold=0.27467500000000006 -0.10938499999999998 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014439831996804613 0.013952177767297744 -0.004986731821845598 -0.0039955459118737593 leaf_weight=5.5730933966551666 10.578348240946069 74.9233756267422 4.0221629787702105 leaf_count=95 225 1928 31 internal_value=0 -0.00363865 0.00900916 internal_weight=0 80.4965 14.6005 internal_count=2279 2023 256 is_linear=0 shrinkage=0.0224292 Tree=6611 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=3.77482 3.93493 1.80919 threshold=0.27467500000000006 -0.097839999999999996 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020355273068241593 0.013765267447924487 -0.0045862480957810023 -0.0039014876103514572 leaf_weight=3.3003099320922038 10.482846764076383 77.159364725242995 4.0271446481347075 leaf_count=33 225 1990 31 internal_value=0 -0.00355861 0.0088633 internal_weight=0 80.4597 14.51 internal_count=2279 2023 256 is_linear=0 shrinkage=0.0224292 Tree=6612 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=2.76938 4.3308 threshold=0.084620000000000015 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052723929787087834 0.00037804652272887222 1.2081507819752989e-05 leaf_weight=2.9521654733689493 3.7849516586284144 93.53176592429736 leaf_count=38 51 2221 internal_value=0 -4.52139e-06 internal_weight=0 96.4839 internal_count=2310 2259 is_linear=0 shrinkage=0.000439788 Tree=6613 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=2.78395 4.43762 threshold=0.084620000000000015 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027371648797421964 0.019301580292370068 0.00052642689761591723 leaf_weight=2.9412634503096333 3.7547324164479496 92.258322790372404 leaf_count=38 51 2221 internal_value=0 -0.00034082 internal_weight=0 95.1996 internal_count=2310 2259 is_linear=0 shrinkage=0.0224292 Tree=6614 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=2.67723 4.22164 threshold=0.084620000000000015 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005213569667530776 0.00037233741145416396 1.0355409611496326e-05 leaf_weight=2.9612629706971338 3.7376145102898581 93.30692011557403 leaf_count=38 51 2221 internal_value=0 -6.10048e-06 internal_weight=0 96.2682 internal_count=2310 2259 is_linear=0 shrinkage=0.000439788 Tree=6615 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=2.71564 4.13973 threshold=0.084620000000000015 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005148445304675607 0.00037518919909934286 1.1004431684411506e-05 leaf_weight=2.9694028889061874 3.7504230868071309 93.133346716012966 leaf_count=38 51 2221 internal_value=0 -5.34238e-06 internal_weight=0 96.1027 internal_count=2310 2259 is_linear=0 shrinkage=0.000439788 Tree=6616 num_leaves=3 num_cat=0 split_feature=1374 51 split_gain=3.11476 2.99956 threshold=0.087855000000000016 0.07955000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016351002388304578 -0.019917117397535419 0.0098662083297246933 leaf_weight=74.779851312956453 3.2824526463518842 20.382984427349584 leaf_count=1861 57 338 internal_value=0 0.0022433 internal_weight=0 95.1628 internal_count=2256 2199 is_linear=0 shrinkage=0.0224292 Tree=6617 num_leaves=3 num_cat=0 split_feature=1374 51 split_gain=2.94923 2.9069 threshold=0.087855000000000016 0.07955000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6793114156397257e-06 -0.00037609690222183953 0.0001903608171039014 leaf_weight=76.145517397024378 3.3174110940308301 20.732603890130122 leaf_count=1861 57 338 internal_value=0 4.44461e-05 internal_weight=0 96.8781 internal_count=2256 2199 is_linear=0 shrinkage=0.000439788 Tree=6618 num_leaves=3 num_cat=0 split_feature=1374 51 split_gain=2.98412 2.87348 threshold=0.087855000000000016 0.07955000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016128533644357826 -0.01953383611131947 0.0096650855746544511 leaf_weight=74.805956220459848 3.2706091052386901 20.341668927987484 leaf_count=1861 57 338 internal_value=0 0.00219464 internal_weight=0 95.1476 internal_count=2256 2199 is_linear=0 shrinkage=0.0224292 Tree=6619 num_leaves=3 num_cat=0 split_feature=1374 51 split_gain=2.86151 2.75416 threshold=0.087855000000000016 0.07955000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015766918670516439 -0.019168211104100625 0.0094704589222694754 leaf_weight=74.805777965895686 3.2587385525112031 20.295012214939561 leaf_count=1861 57 338 internal_value=0 0.00214657 internal_weight=0 95.1008 internal_count=2256 2199 is_linear=0 shrinkage=0.0224292 Tree=6620 num_leaves=4 num_cat=0 split_feature=51 43 47 split_gain=3.01232 3.12714 2.026 threshold=0.10271500000000001 -0.24238999999999997 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017358837092529236 0.0039336807663645631 -3.0625983341136937e-05 0.024055069974869898 leaf_weight=5.5920684310258357 6.8051308010890335 79.045849775975512 3.9851310070371255 leaf_count=92 154 1959 51 internal_value=0 -0.00117917 0.0113944 internal_weight=0 84.6379 10.7903 internal_count=2256 2051 205 is_linear=0 shrinkage=0.0224292 Tree=6621 num_leaves=4 num_cat=0 split_feature=51 43 47 split_gain=2.95738 2.9017 1.87582 threshold=0.10271500000000001 -0.24238999999999997 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032509499606548921 8.254319240965376e-05 4.8564034160087137e-07 0.00045955918809414666 leaf_weight=5.6479221663757917 6.9557418040312751 80.537312478238164 4.0229212142876349 leaf_count=92 154 1959 51 internal_value=0 -2.09177e-05 0.000221251 internal_weight=0 86.1852 10.9787 internal_count=2256 2051 205 is_linear=0 shrinkage=0.000439788 Tree=6622 num_leaves=4 num_cat=0 split_feature=51 43 47 split_gain=2.9965 2.92732 1.88991 threshold=0.10271500000000001 -0.24238999999999997 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032855257643949029 8.2358761051582824e-05 -5.4216937680122694e-07 0.00046034108595554662 leaf_weight=5.6124488611239931 6.9652418674213532 80.278910288558109 4.0347892845165916 leaf_count=92 154 1959 51 internal_value=0 -2.20438e-05 0.000221559 internal_weight=0 85.8914 11 internal_count=2256 2051 205 is_linear=0 shrinkage=0.000439788 Tree=6623 num_leaves=4 num_cat=0 split_feature=51 43 47 split_gain=2.84333 2.98248 1.91103 threshold=0.10271500000000001 -0.24238999999999997 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033145222592251766 7.5427780610334071e-05 -2.0386109655061481e-07 0.00045709988362838854 leaf_weight=5.6079489629191803 6.8860403604066942 79.994868058791326 4.0075133889331482 leaf_count=92 154 1959 51 internal_value=0 -2.19734e-05 0.000216391 internal_weight=0 85.6028 10.8936 internal_count=2256 2051 205 is_linear=0 shrinkage=0.000439788 Tree=6624 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=4.09138 2.55876 0.761567 threshold=-0.095949999999999994 -0.092059999999999989 -0.28298999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034766974228475515 0.024309230220983274 -0.00033933211416603705 -0.014124520049301181 leaf_weight=1.7052224982544433 2.1495643476955584 92.012219171696415 1.9736111469155719 leaf_count=39 53 2056 122 internal_value=0 0.000228169 -0.0238229 internal_weight=0 94.1618 3.67883 internal_count=2270 2109 161 is_linear=0 shrinkage=0.0224292 Tree=6625 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.92807 2.42372 0.75711 threshold=-0.095949999999999994 -0.092059999999999989 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066045017899995465 0.00046406508422120292 -5.4358772495232265e-06 -0.0002588146425127411 leaf_weight=1.7895318490045613 2.1573161180131128 93.020131107721681 1.9048194841234352 leaf_count=41 53 2056 120 internal_value=0 5.29688e-06 -0.000455761 internal_weight=0 95.1774 3.69435 internal_count=2270 2109 161 is_linear=0 shrinkage=0.000439788 Tree=6626 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.87791 2.39167 0.759591 threshold=-0.095949999999999994 -0.092059999999999989 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065859112637239772 0.0004608338755166942 -5.7908827669044748e-06 -0.00025625441531845251 leaf_weight=1.7869369240506787 2.1551295694953287 92.854487412563685 1.9054594180743141 leaf_count=41 53 2056 120 internal_value=0 4.88415e-06 -0.000453352 internal_weight=0 95.0096 3.6924 internal_count=2270 2109 161 is_linear=0 shrinkage=0.000439788 Tree=6627 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.90236 2.36662 0.779927 threshold=-0.095949999999999994 -0.092059999999999989 -0.27337499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065698749358544025 0.00046077406052878804 -2.3757066504124701e-06 -0.00025148191827386516 leaf_weight=1.7971246811503081 2.1645809205947435 93.607512587715973 1.9323062232560904 leaf_count=41 53 2056 120 internal_value=0 8.18186e-06 -0.000449236 internal_weight=0 95.7721 3.72943 internal_count=2270 2109 161 is_linear=0 shrinkage=0.000439788 Tree=6628 num_leaves=4 num_cat=0 split_feature=13 0 1 split_gain=3.11379 3.79831 2.77522 threshold=0.018575000000000005 -0.076639999999999986 0.094435000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001359831658738854 -0.00017448187822789089 0.00025495731176430664 3.7636071467617811e-05 leaf_weight=41.521680474630557 5.5097266281372894 14.258385302789973 31.155329090877785 leaf_count=1340 158 196 536 internal_value=0 0.000135212 -6.15654e-05 internal_weight=0 19.7681 72.677 internal_count=2230 354 1876 is_linear=0 shrinkage=0.000439788 Tree=6629 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=3.79799 5.04818 2.64543 threshold=0.019175000000000001 -0.17632999999999996 0.083235000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021194163968930358 0.00032571483742657194 -0.00010395406852170929 -5.2592308962735605e-05 leaf_weight=11.483855943522938 9.4916527232089702 65.500133231997097 5.7209815573587539 leaf_count=143 183 1736 168 internal_value=0 -5.67904e-05 0.000183558 internal_weight=0 76.984 15.2126 internal_count=2230 1879 351 is_linear=0 shrinkage=0.000439788 Tree=6630 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=3.75589 4.91833 2.56852 threshold=0.019175000000000001 -0.17632999999999996 0.083235000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010582151404924434 0.016456012017399671 -0.0054201161745090808 -0.002733788379666177 leaf_weight=11.346214265489833 9.3469936378078256 64.496157661335019 5.6032840606785603 leaf_count=143 183 1736 168 internal_value=0 -0.00302407 0.00926946 internal_weight=0 75.8424 14.9503 internal_count=2230 1879 351 is_linear=0 shrinkage=0.0224292 Tree=6631 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=3.60108 4.7045 2.47747 threshold=0.019175000000000001 -0.17632999999999996 0.083235000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010362706805934865 0.016199458242082489 -0.0052990722143032645 -0.0026737845935962375 leaf_weight=11.327232111063493 9.2830890891400468 64.490274076810238 5.6009870424168176 leaf_count=143 183 1736 168 internal_value=0 -0.00295716 0.00910299 internal_weight=0 75.8175 14.8841 internal_count=2230 1879 351 is_linear=0 shrinkage=0.0224292 Tree=6632 num_leaves=4 num_cat=0 split_feature=42 15 47 split_gain=2.18838 2.24013 0.499082 threshold=-0.10509499999999998 -0.0064449999999999985 0.11518500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0085938587001190489 -0.0023842034457207456 0.0045083752232114209 0.021795219727532743 leaf_weight=2.9602584190997723 48.341362689214293 46.541046859019843 2.8658211007714272 leaf_count=131 1096 1022 7 internal_value=0 0.000996922 0.0151375 internal_weight=0 94.8824 5.82608 internal_count=2256 2118 138 is_linear=0 shrinkage=0.0224292 Tree=6633 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=2.41691 2.94795 1.32801 threshold=0.13130500000000003 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2062059738848027e-05 0.00043028334269351533 9.3495931549641921e-05 6.1138344126189821e-05 leaf_weight=46.342363147432479 4.4082559668895547 47.896311858035915 3.2950319751980714 leaf_count=1028 88 1062 78 internal_value=0 1.70024e-05 0.000272925 internal_weight=0 94.2387 7.70329 internal_count=2256 2090 166 is_linear=0 shrinkage=0.000439788 Tree=6634 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=2.34953 3.03957 1.27873 threshold=0.13130500000000003 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003325993541068216 0.021697487352100923 0.0047785001293155762 0.003109893716658819 leaf_weight=45.735157032921052 4.3411892403528318 47.377522162485548 3.2623218035878381 leaf_count=1028 88 1062 78 internal_value=0 0.000797863 0.0137502 internal_weight=0 93.1127 7.60351 internal_count=2256 2090 166 is_linear=0 shrinkage=0.0224292 Tree=6635 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=2.25977 2.90484 1.23893 threshold=0.13130500000000003 -0.0064449999999999985 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032509383726225952 0.021378787916263308 0.0046717650190187653 0.0030450264791094432 leaf_weight=45.741930731805041 4.3077489106799467 47.373512017384201 3.2575495144701563 leaf_count=1028 88 1062 78 internal_value=0 0.000779956 0.013512 internal_weight=0 93.1154 7.5653 internal_count=2256 2090 166 is_linear=0 shrinkage=0.0224292 Tree=6636 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.81298 2.72495 threshold=-0.24395999999999998 0.076795000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024998566260392503 0.00025404588252526733 0.013024115605929877 leaf_weight=2.042541323169643 87.714757046671366 9.2782136703899578 leaf_count=136 2023 119 internal_value=0 0.00147794 internal_weight=0 96.993 internal_count=2278 2142 is_linear=0 shrinkage=0.0224292 Tree=6637 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.72093 2.64968 threshold=-0.24395999999999998 0.12110000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024754160733037912 0.00058600807480357507 0.01744028415455557 leaf_weight=2.0169228807644677 92.022252435021073 4.9256071405834509 leaf_count=136 2076 66 internal_value=0 0.00144558 internal_weight=0 96.9479 internal_count=2278 2142 is_linear=0 shrinkage=0.0224292 Tree=6638 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.63124 2.5537 threshold=-0.24395999999999998 0.12110000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024505290940012067 0.00057288353508622505 0.017176168514550443 leaf_weight=1.9921842067687965 92.019648716723168 4.8898722889571209 leaf_count=136 2076 66 internal_value=0 0.00141387 internal_weight=0 96.9095 internal_count=2278 2142 is_linear=0 shrinkage=0.0224292 Tree=6639 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.55918 2.50091 threshold=-0.24395999999999998 0.076795000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047370406000598518 4.6799139550233491e-06 0.00024497606501533789 leaf_weight=1.9924913957074739 88.501900023233247 9.2338836558046733 leaf_count=136 2023 119 internal_value=0 2.7426e-05 internal_weight=0 97.7358 internal_count=2278 2142 is_linear=0 shrinkage=0.000439788 Tree=6640 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.88565 6.22285 3.90301 threshold=0.0055300000000000011 -0.0017899999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7689828295640649e-05 2.3949160016169627e-05 -0.0004942731596193551 0.00034154052887052565 leaf_weight=49.743813247700018 32.45771948444235 6.2012497534615241 9.7094587823521561 leaf_count=1491 545 137 107 internal_value=0 -7.95594e-05 9.71996e-05 internal_weight=0 55.9451 42.1672 internal_count=2280 1628 652 is_linear=0 shrinkage=0.000439788 Tree=6641 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.74175 6.356 3.86696 threshold=0.0055300000000000011 -0.0017899999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3219374535099141e-05 2.513599530011072e-05 -0.00049500480393388144 0.00034099487509267276 leaf_weight=49.895164237752397 32.650982333310822 6.1917989994144582 9.7132530833478068 leaf_count=1491 545 137 107 internal_value=0 -7.54535e-05 9.7677e-05 internal_weight=0 56.087 42.3642 internal_count=2280 1628 652 is_linear=0 shrinkage=0.000439788 Tree=6642 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.64768 6.32308 3.90886 threshold=0.0055300000000000011 -0.0017899999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013048840046787655 0.0010354667805637825 -0.025346058596776619 0.017354933711341475 leaf_weight=49.171729140252864 32.1382494827958 6.1784766983637374 9.5678269921336305 leaf_count=1491 545 137 107 internal_value=0 -0.0039963 0.00478556 internal_weight=0 55.3502 41.7061 internal_count=2280 1628 652 is_linear=0 shrinkage=0.0224292 Tree=6643 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.52006 6.15283 3.8818 threshold=0.0055300000000000011 -0.0017899999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5598785056065225e-05 1.8515051392156974e-05 -0.00049043373290711854 0.0003368486748896896 leaf_weight=49.825980821198755 32.322206829901916 6.1733699452852298 9.5941476252482953 leaf_count=1491 545 137 107 internal_value=0 -7.69919e-05 9.1498e-05 internal_weight=0 55.9994 41.9164 internal_count=2280 1628 652 is_linear=0 shrinkage=0.000439788 Tree=6644 num_leaves=4 num_cat=0 split_feature=12 52 3 split_gain=2.88626 4.65011 3.39078 threshold=0.092355000000000007 0.16180500000000003 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4315037719278151e-05 -0.0002207423781172181 -0.00037917196598848439 0.0003194914267218603 leaf_weight=76.385771686054795 17.096535200067596 4.8450524208783454 2.5695663155056527 leaf_count=1423 654 160 16 internal_value=0 3.77802e-05 -0.000149914 internal_weight=0 81.2308 19.6661 internal_count=2253 1583 670 is_linear=0 shrinkage=0.000439788 Tree=6645 num_leaves=4 num_cat=0 split_feature=12 52 403 split_gain=2.84349 3.53916 2.83606 threshold=0.095535000000000023 0.0031350000000000002 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036231724303090787 -0.00212346539854263 -0.026692604521125065 0.016398408943956569 leaf_weight=79.064016632990388 10.035764120699239 4.1603012478662995 5.9478161565784822 leaf_count=1632 297 197 127 internal_value=0 -0.00934988 0.00148771 internal_weight=0 14.1961 85.0118 internal_count=2253 494 1759 is_linear=0 shrinkage=0.0224292 Tree=6646 num_leaves=4 num_cat=0 split_feature=12 52 3 split_gain=2.73022 4.68991 3.29537 threshold=0.092355000000000007 0.16180500000000003 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031348186881044043 -0.011263699271254771 -0.019716402972473748 0.016113933815532191 leaf_weight=75.168575388492172 16.698738497829257 4.7881986374723047 2.5318930454086503 leaf_count=1423 654 160 16 internal_value=0 0.001762 -0.00764677 internal_weight=0 79.9568 19.2306 internal_count=2253 1583 670 is_linear=0 shrinkage=0.0224292 Tree=6647 num_leaves=4 num_cat=0 split_feature=12 4 403 split_gain=2.61674 4.33663 2.70928 threshold=0.095535000000000023 0.23458500000000002 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032345849420722543 -0.019864462764161889 0.0051692663575131827 0.015982775239867276 leaf_weight=78.969129765375328 7.9916538394554646 6.1453016560990363 5.9600403661461305 leaf_count=1632 433 61 127 internal_value=0 -0.00899006 0.00142572 internal_weight=0 14.137 84.9292 internal_count=2253 494 1759 is_linear=0 shrinkage=0.0224292 Tree=6648 num_leaves=4 num_cat=0 split_feature=401 52 2 split_gain=2.26949 2.35446 0.240975 threshold=0.087110000000000007 -0.53299999999999992 0.084290000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02356677667238417 -0.024982039104006436 0.0015224567177194953 -0.011955851256550838 leaf_weight=1.9009182820518606 1.536957138217985 94.299517499021022 1.4434106358094139 leaf_count=141 65 1960 108 internal_value=0 0.00102212 -0.0187896 internal_weight=0 96.2004 2.98037 internal_count=2274 2101 173 is_linear=0 shrinkage=0.0224292 Tree=6649 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=2.26641 2.07368 threshold=-0.53299999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046173492997069029 -7.1027670804383933e-05 6.3862269391184171e-05 leaf_weight=1.9187101126481128 33.184464035613928 65.563100764880801 leaf_count=142 1133 999 internal_value=0 1.85271e-05 internal_weight=0 98.7476 internal_count=2274 2132 is_linear=0 shrinkage=0.000439788 Tree=6650 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=2.18743 2.15161 threshold=-0.53299999999999992 0.083100000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023532116907175826 0.0014971941972569465 -0.017087098361017617 leaf_weight=1.8634585719300947 94.029351011322433 3.2229850848962078 leaf_count=142 1930 202 internal_value=0 0.00087807 internal_weight=0 97.2523 internal_count=2274 2132 is_linear=0 shrinkage=0.0224292 Tree=6651 num_leaves=4 num_cat=0 split_feature=39 1 43 split_gain=2.29273 2.80351 2.80192 threshold=0.0095750000000000019 0.092550000000000007 -0.51026999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033861644286266622 -0.0001512072459485553 0.00029697133722705622 -3.4647225729045165e-05 leaf_weight=4.0613440921297288 3.681717628351179 9.9989804824581352 83.196144814904983 leaf_count=27 56 212 1979 internal_value=0 0.000176316 -1.72036e-05 internal_weight=0 13.6807 87.2575 internal_count=2274 268 2006 is_linear=0 shrinkage=0.000439788 Tree=6652 num_leaves=4 num_cat=0 split_feature=128 1456 3 split_gain=3.77929 2.66162 0.204526 threshold=0.085185000000000025 1.0000000180025095e-35 -0.086114999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0029076321563582e-05 -0.00056650562224406262 -0.00032541074422734473 -0.00033088619892063129 leaf_weight=92.844705902762144 1.4862449552911132 3.5806490411159748 1.6033559598436102 leaf_count=1921 96 216 64 internal_value=0 4.56546e-05 -0.000447013 internal_weight=0 96.4254 3.0896 internal_count=2297 2137 160 is_linear=0 shrinkage=0.000439788 Tree=6653 num_leaves=4 num_cat=0 split_feature=128 12 3 split_gain=3.54823 2.69096 0.223946 threshold=0.085185000000000025 0.084045000000000022 -0.086114999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011029339331838338 -0.0005608911499258198 -3.7363133632242277e-05 -0.00031500058226848751 leaf_weight=53.563454592382186 1.4540879922369643 43.039448809795431 1.6185376142457233 leaf_count=738 96 1399 64 internal_value=0 4.45137e-05 -0.000434111 internal_weight=0 96.6029 3.07263 internal_count=2297 2137 160 is_linear=0 shrinkage=0.000439788 Tree=6654 num_leaves=4 num_cat=0 split_feature=128 1456 15 split_gain=3.62585 2.71143 0.0535757 threshold=0.085185000000000025 1.0000000180025095e-35 -0.036279999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029965946319055184 -0.025991934648137809 -0.01692545420899931 -0.019030101931648051 leaf_weight=91.323998497802677 1.5329038389008931 3.5523689116525921 1.4640450112419774 leaf_count=1921 64 216 96 internal_value=0 0.00224742 -0.022733 internal_weight=0 94.8764 2.99695 internal_count=2297 2137 160 is_linear=0 shrinkage=0.0224292 Tree=6655 num_leaves=4 num_cat=0 split_feature=128 133 3 split_gain=3.48684 2.62065 0.221348 threshold=0.085185000000000025 0.09389500000000002 -0.086114999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1984964655693089e-05 -0.00055854213214522172 -0.00024077896762559467 -0.0003132816101647752 leaf_weight=90.654618086016853 1.448971752304715 5.8699923646563539 1.6034016445773875 leaf_count=1771 96 366 64 internal_value=0 4.35289e-05 -0.000432456 internal_weight=0 96.5246 3.05237 internal_count=2297 2137 160 is_linear=0 shrinkage=0.000439788 Tree=6656 num_leaves=4 num_cat=0 split_feature=0 15 4 split_gain=2.80928 2.52171 2.48854 threshold=-0.020899999999999998 -1.0000000180025095e-35 -0.16676499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019917905042874686 0.021856760148096975 0.0030558879611698514 -0.00031785639175679019 leaf_weight=3.3837006973626549 5.2202135151674183 11.418421340000348 77.031371562949062 leaf_count=34 79 175 1964 internal_value=0 0.00897277 -0.00114712 internal_weight=0 16.6386 80.4151 internal_count=2252 254 1998 is_linear=0 shrinkage=0.0224292 Tree=6657 num_leaves=4 num_cat=0 split_feature=0 15 4 split_gain=2.69679 2.45853 2.38906 threshold=-0.020899999999999998 -1.0000000180025095e-35 -0.16676499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019551197204355681 0.021634125067270631 0.0029898988523008622 -0.00031073172624469862 leaf_weight=3.3703597052372052 5.1565627671880092 11.409202909853773 77.03069562251585 leaf_count=34 79 175 1964 internal_value=0 0.00881167 -0.00112173 internal_weight=0 16.5658 80.4011 internal_count=2252 254 1998 is_linear=0 shrinkage=0.0224292 Tree=6658 num_leaves=4 num_cat=0 split_feature=0 15 4 split_gain=2.58866 2.39649 2.2938 threshold=-0.020899999999999998 -1.0000000180025095e-35 -0.15238499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017289114611686005 0.021412141213818434 0.00292527628113943 -0.0002105317505798145 leaf_weight=4.1537125155155072 5.0940721166261964 11.400216549052855 76.233571974906226 leaf_count=57 79 175 1941 internal_value=0 0.00865289 -0.0010969 internal_weight=0 16.4943 80.3873 internal_count=2252 254 1998 is_linear=0 shrinkage=0.0224292 Tree=6659 num_leaves=4 num_cat=0 split_feature=1213 0 403 split_gain=2.66187 2.39491 0.303055 threshold=-1.0000000180025095e-35 -0.020899999999999998 -0.0096849999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019626177122320117 -7.5415601411669393e-06 0.00017764273297110828 -0.00045943619957346395 leaf_weight=1.4375206828117373 78.157348426266253 16.30989268925623 2.2123271709860992 leaf_count=189 1645 244 174 internal_value=0 2.44602e-05 -0.000357344 internal_weight=0 94.4672 3.64985 internal_count=2252 1889 363 is_linear=0 shrinkage=0.000439788 Tree=6660 num_leaves=3 num_cat=0 split_feature=1374 131 split_gain=2.99616 2.21664 threshold=-0.094929999999999987 0.088845000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021261980304843796 0.0018342950876299269 -0.010849409756204813 leaf_weight=3.1667121364735058 88.908044587995391 7.4985321748245033 leaf_count=42 1920 330 internal_value=0 0.0008458 internal_weight=0 96.4066 internal_count=2292 2250 is_linear=0 shrinkage=0.0224292 Tree=6661 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=2.86629 2.01099 threshold=-0.094929999999999987 0.081790000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020804771368527764 0.0017500972785465961 -0.010539826075694939 leaf_weight=3.1641654210397965 89.147804047426689 7.2229281176187206 leaf_count=42 2123 127 internal_value=0 0.00082707 internal_weight=0 96.3707 internal_count=2292 2250 is_linear=0 shrinkage=0.0224292 Tree=6662 num_leaves=3 num_cat=0 split_feature=1374 131 split_gain=2.59514 2.16668 threshold=-0.094929999999999987 0.088845000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038317177682899216 3.5688449300569204e-05 -0.00020653181608820554 leaf_weight=3.2233321535168207 91.008705144655323 7.7318836252525207 leaf_count=42 1920 330 internal_value=0 1.66851e-05 internal_weight=0 98.7406 internal_count=2292 2250 is_linear=0 shrinkage=0.000439788 Tree=6663 num_leaves=3 num_cat=0 split_feature=1374 131 split_gain=2.71385 2.15292 threshold=-0.094929999999999987 0.088845000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039617067346923161 3.3559636131550629e-05 -0.00020907374226720934 leaf_weight=3.1953446043189606 90.080982191077055 7.656719751932541 leaf_count=42 1920 330 internal_value=0 1.45147e-05 internal_weight=0 97.7377 internal_count=2292 2250 is_linear=0 shrinkage=0.000439788 Tree=6664 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=4.50254 4.27316 0.0952618 threshold=0.093800000000000008 0.18829500000000002 0.093825000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5926161642936511e-05 -0.00041291152876230051 -0.0003829790581964143 -0.00057589157532497313 leaf_weight=85.795254633525474 2.0607121014327272 4.7219528142559275 1.4483371982059905 leaf_count=1832 114 254 62 internal_value=0 2.34757e-05 -0.000482933 internal_weight=0 90.5172 3.50905 internal_count=2262 2086 176 is_linear=0 shrinkage=0.000439788 Tree=6665 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=4.33463 4.12679 0.091151 threshold=0.093800000000000008 0.18829500000000002 0.09358000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021113804972694356 -0.021030675322677127 -0.019720908137748402 -0.029266223521421955 leaf_weight=84.054625587141345 1.9768127136194373 4.5744657913492111 1.4502608558905192 leaf_count=1832 111 254 65 internal_value=0 0.000980533 -0.0246586 internal_weight=0 88.6291 3.42707 internal_count=2262 2086 176 is_linear=0 shrinkage=0.0224292 Tree=6666 num_leaves=4 num_cat=0 split_feature=52 2 158 split_gain=3.64699 3.76898 0.565627 threshold=0.18829500000000002 0.08826500000000001 -0.22818499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050082557964521782 -0.0078492123820092762 0.0046270361587899917 -0.024904598124064127 leaf_weight=32.506254906540562 1.459944149093644 54.870553796594322 3.0978220567103554 leaf_count=986 75 1017 184 internal_value=0 0.00104217 -0.0194969 internal_weight=0 87.3768 4.55777 internal_count=2262 2003 259 is_linear=0 shrinkage=0.0224292 Tree=6667 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=4.21917 3.85157 0.090673 threshold=0.093800000000000008 0.18829500000000002 0.092810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020430595859517189 -0.020864868161169312 -0.019266031290015011 -0.029134567583479015 leaf_weight=83.945600950832159 1.9283994863653782 4.4765456140230517 1.4403385292971504 leaf_count=1832 108 254 68 internal_value=0 0.000960319 -0.0245449 internal_weight=0 88.4221 3.36874 internal_count=2262 2086 176 is_linear=0 shrinkage=0.0224292 Tree=6668 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.58903 3.33193 threshold=0.11593500000000001 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021139155621865023 0.020455585105151802 -0.0099099729795078285 leaf_weight=79.36205335935847 3.321417912375181 13.557957490382249 leaf_count=1981 49 235 internal_value=0 0.000357835 internal_weight=0 92.92 internal_count=2265 2216 is_linear=0 shrinkage=0.0224292 Tree=6669 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.59197 3.36194 threshold=0.11593500000000001 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.149447231008726e-05 0.00039880902305811517 -0.00019330286234802585 leaf_weight=80.717926982832068 3.3669418707722789 13.793645314639432 leaf_count=1981 49 235 internal_value=0 7.19447e-06 internal_weight=0 94.5116 internal_count=2265 2216 is_linear=0 shrinkage=0.000439788 Tree=6670 num_leaves=4 num_cat=0 split_feature=1 1447 47 split_gain=2.82048 3.50866 2.6354 threshold=0.10098000000000001 -0.086059999999999984 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047981287537426443 0.00019945877977362982 -5.7990098750348168e-05 -5.1708577509712849e-05 leaf_weight=2.4256645994537385 24.85481982769852 58.293079554596261 11.957470251771154 leaf_count=74 439 1623 129 internal_value=0 -3.63612e-05 0.000117889 internal_weight=0 60.7187 36.8123 internal_count=2265 1697 568 is_linear=0 shrinkage=0.000439788 Tree=6671 num_leaves=4 num_cat=0 split_feature=1 1447 47 split_gain=3.3802 3.60187 2.4907 threshold=0.10098000000000001 -0.086059999999999984 0.097480000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047613116797943714 0.00020080565408673199 -6.7366845805122668e-05 -4.274877214675498e-05 leaf_weight=2.4371781257395915 25.128196821533493 59.263764662318863 11.986174110381397 leaf_count=74 439 1623 129 internal_value=0 -4.57581e-05 0.000122168 internal_weight=0 61.7009 37.1144 internal_count=2265 1697 568 is_linear=0 shrinkage=0.000439788 Tree=6672 num_leaves=4 num_cat=0 split_feature=150 151 48 split_gain=2.3162 4.1448 2.95381 threshold=0.085075000000000026 -0.033849999999999991 0.092265000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030971877647617541 -9.7887993094360544e-06 -5.0591681915748661e-06 0.00036104900722076734 leaf_weight=9.8239049194089585 10.695188206969762 70.496072555220962 6.7728308631030805 leaf_count=217 206 1826 54 internal_value=0 -4.23867e-05 0.000134232 internal_weight=0 80.32 17.468 internal_count=2303 2043 260 is_linear=0 shrinkage=0.000439788 Tree=6673 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=2.37594 2.36276 0.537413 threshold=0.081790000000000015 -0.12077499999999998 0.40318000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0092557792354633784 -0.0189172747514448 -0.0011473007715750274 -0.0068415409259005178 leaf_weight=12.823020322713999 3.6636704119027845 75.851363013362061 3.8022980745881796 leaf_count=132 109 2033 29 internal_value=0 0.000358736 -0.0128004 internal_weight=0 88.6744 7.46597 internal_count=2303 2165 138 is_linear=0 shrinkage=0.0224292 Tree=6674 num_leaves=4 num_cat=0 split_feature=150 456 48 split_gain=2.31006 3.22636 2.88158 threshold=0.085075000000000026 0.087015000000000023 0.092265000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013460526006926067 -0.00053040259840941482 -0.02448442443690944 0.018320915388014159 leaf_weight=75.796758478338234 10.475702247786105 3.1390014470380256 6.660424462897935 leaf_count=1952 206 91 54 internal_value=0 -0.00227188 0.00680891 internal_weight=0 78.9358 17.1361 internal_count=2303 2043 260 is_linear=0 shrinkage=0.0224292 Tree=6675 num_leaves=3 num_cat=0 split_feature=4 1456 split_gain=2.40344 2.11001 threshold=-0.49367499999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030241893884027412 -0.00038005046505374166 1.646806915607234e-05 leaf_weight=5.1781153987394637 2.6540671124330393 89.490552691082485 leaf_count=120 207 1976 internal_value=0 4.97067e-06 internal_weight=0 92.1446 internal_count=2303 2183 is_linear=0 shrinkage=0.000439788 Tree=6676 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.02456 2.93001 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028439726605801966 0.023739818201085696 -9.9680568806427558e-05 leaf_weight=1.8247382078552608 2.6483850945805889 93.645831318475757 leaf_count=25 37 2219 internal_value=0 0.000560554 internal_weight=0 96.2942 internal_count=2281 2256 is_linear=0 shrinkage=0.0224292 Tree=6677 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.85999 2.83777 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027499765077900633 0.023507173137424238 -9.7445315264610194e-05 leaf_weight=1.8451989069581021 2.6151721241330952 93.645854520707871 leaf_count=25 37 2219 internal_value=0 0.000548367 internal_weight=0 96.261 internal_count=2281 2256 is_linear=0 shrinkage=0.0224292 Tree=6678 num_leaves=3 num_cat=0 split_feature=1212 13 split_gain=2.66581 2.7227 threshold=-1.0000000180025095e-35 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045569451732527905 -0.00050709073176433302 2.2990873001517819e-05 leaf_weight=2.3914365300734053 1.8928324587177474 94.847468431720699 leaf_count=164 25 2092 internal_value=0 1.25212e-05 internal_weight=0 96.7403 internal_count=2281 2117 is_linear=0 shrinkage=0.000439788 Tree=6679 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.70017 2.74822 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026565923232680949 0.023274453260061594 -9.4796153788957025e-05 leaf_weight=1.8663625410990778 2.5828014800645169 93.664129101178332 leaf_count=25 37 2219 internal_value=0 0.000536812 internal_weight=0 96.2469 internal_count=2281 2256 is_linear=0 shrinkage=0.0224292 Tree=6680 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=3.12435 2.94271 threshold=-0.5138299999999999 0.087855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023663221518291797 0.0032098022861082056 -0.018369942404912309 leaf_weight=2.3437192951096213 90.450562245903711 3.2758919117623 leaf_count=165 2036 59 internal_value=0 0.00245197 internal_weight=0 93.7265 internal_count=2260 2095 is_linear=0 shrinkage=0.0224292 Tree=6681 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=3.04081 2.81941 threshold=-0.5138299999999999 0.087855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023628980767502011 0.0031386582935802971 -0.018014763146433771 leaf_weight=2.2950476209371109 90.426793754970276 3.2660449307586523 leaf_count=165 2036 59 internal_value=0 0.00239775 internal_weight=0 93.6928 internal_count=2260 2095 is_linear=0 shrinkage=0.0224292 Tree=6682 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=2.95975 2.75038 threshold=-0.5138299999999999 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023595291772679137 0.0030850322433996153 -0.017590552280458832 leaf_weight=2.2473395672968755 90.322422437342539 3.3381625122710821 leaf_count=165 1896 199 internal_value=0 0.0023447 internal_weight=0 93.6606 internal_count=2260 2095 is_linear=0 shrinkage=0.0224292 Tree=6683 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=2.88123 2.70482 threshold=-0.5138299999999999 0.087855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023562140475419213 0.0030190561221759629 -0.017723803220260216 leaf_weight=2.2005781879815904 90.34038880193657 3.2583414654654907 leaf_count=165 2036 59 internal_value=0 0.00229349 internal_weight=0 93.5987 internal_count=2260 2095 is_linear=0 shrinkage=0.0224292 Tree=6684 num_leaves=4 num_cat=0 split_feature=1447 43 42 split_gain=3.36483 2.77861 0.0188956 threshold=-1.0000000180025095e-35 -0.063379999999999978 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027094627050274274 0.0046650895029565626 -0.0032600913066408205 -0.021767139779869632 leaf_weight=1.4401980224647553 36.513235392258139 56.929726084223148 1.4741375164303461 leaf_count=48 894 1165 165 internal_value=0 -0.000162973 -0.0245591 internal_weight=0 93.443 2.91434 internal_count=2272 2059 213 is_linear=0 shrinkage=0.0224292 Tree=6685 num_leaves=3 num_cat=0 split_feature=1447 43 split_gain=3.27609 2.65528 threshold=-1.0000000180025095e-35 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024429807668824431 0.0045608930844367951 -0.00318625385880542 leaf_weight=2.8651260052320131 36.510201579336353 56.942814689116858 leaf_count=213 894 1165 internal_value=0 -0.000159287 internal_weight=0 93.453 internal_count=2272 2059 is_linear=0 shrinkage=0.0224292 Tree=6686 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=2.43885 4.32217 2.67958 threshold=-0.063379999999999978 -0.00363 0.096430000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010947201683559414 -0.00042326099492335584 -3.1685618302901648e-05 -0.00027229812514050416 leaf_weight=34.615483506979217 6.0534237949159424 53.40068333101226 3.9444704317284041 leaf_count=914 388 869 101 internal_value=0 -7.16776e-05 7.03036e-05 internal_weight=0 59.4541 38.56 internal_count=2272 1257 1015 is_linear=0 shrinkage=0.000439788 Tree=6687 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=2.22583 3.12663 1.98079 threshold=-0.10075499999999998 -0.08824499999999999 -0.26987499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029548549865231411 -0.00046910404012238103 -3.39588943311509e-05 1.6484736823044192e-05 leaf_weight=7.1159656783129348 3.3228803074980524 72.116428407203784 15.873836562224822 leaf_count=70 236 1716 250 internal_value=0 -5.32396e-05 0.000103017 internal_weight=0 75.4393 22.9898 internal_count=2272 1952 320 is_linear=0 shrinkage=0.000439788 Tree=6688 num_leaves=3 num_cat=0 split_feature=1 12 split_gain=2.81001 3.45499 threshold=0.14228000000000005 0.10700500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001898359071493044 0.021956233289471515 -0.016392068232825487 leaf_weight=89.452452470352 3.2596775679339762 5.4967417703228412 leaf_count=2017 75 185 internal_value=0 0.000836418 internal_weight=0 94.9492 internal_count=2277 2202 is_linear=0 shrinkage=0.0224292 Tree=6689 num_leaves=3 num_cat=0 split_feature=1 12 split_gain=2.72163 3.31035 threshold=0.14228000000000005 0.10700500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018559328186077894 0.021719566819297289 -0.016071324433419701 leaf_weight=89.445627829012665 3.2219244908119427 5.481254341235398 leaf_count=2017 75 185 internal_value=0 0.000817756 internal_weight=0 94.9269 internal_count=2277 2202 is_linear=0 shrinkage=0.0224292 Tree=6690 num_leaves=4 num_cat=0 split_feature=457 1 3 split_gain=2.8793 3.27049 2.6501 threshold=0.080930000000000016 0.14228000000000005 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9442118916939529e-05 3.0023543522936348e-05 0.00042828733353879816 0.00039516399197374677 leaf_weight=81.034546774559203 8.0406028490251611 3.2642426117599816 7.3534647283377117 leaf_count=2017 136 71 53 internal_value=0 -2.01196e-06 0.000204718 internal_weight=0 84.2988 15.3941 internal_count=2277 2088 189 is_linear=0 shrinkage=0.000439788 Tree=6691 num_leaves=4 num_cat=0 split_feature=457 12 3 split_gain=2.6389 2.74562 2.56299 threshold=0.080930000000000016 0.10700500000000002 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9652700961962425e-05 2.5145211979459319e-05 -0.00029719573673920202 0.00038638418810961228 leaf_weight=78.406913440145217 7.9795325965824286 5.653114756307331 7.2364014788181521 leaf_count=1893 136 195 53 internal_value=0 -1.71829e-06 0.000197212 internal_weight=0 84.06 15.2159 internal_count=2277 2088 189 is_linear=0 shrinkage=0.000439788 Tree=6692 num_leaves=4 num_cat=0 split_feature=157 4 1213 split_gain=2.0222 3.84058 2.16599 threshold=-0.077384999999999995 -0.034289999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0079274152822754844 -0.019384741996797624 0.017097526852616923 -0.00025989574599295594 leaf_weight=4.7251842355180989 3.0736646002296757 8.8205230940766324 81.103322886556271 leaf_count=84 339 195 1645 internal_value=0 0.00836914 -0.000962464 internal_weight=0 13.5457 84.177 internal_count=2263 279 1984 is_linear=0 shrinkage=0.0224292 Tree=6693 num_leaves=4 num_cat=0 split_feature=42 43 42 split_gain=1.98811 2.71485 2.47634 threshold=-0.091229999999999992 -0.27337499999999998 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087709812941217484 -0.014294991545500707 0.017643244808740938 0.00031415985748417291 leaf_weight=2.734566074104805 6.2660336388980786 6.7841599589282833 81.853428150385298 leaf_count=51 372 183 1657 internal_value=0 0.0100525 -0.000727545 internal_weight=0 9.51873 88.1195 internal_count=2263 234 2029 is_linear=0 shrinkage=0.0224292 Tree=6694 num_leaves=4 num_cat=0 split_feature=156 157 474 split_gain=1.92898 3.78885 3.53358 threshold=0.091255000000000017 -0.080544999999999992 0.092750000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027335387974318276 -0.00051507857272497376 -1.0225143637730527e-05 0.00020766826820282138 leaf_weight=10.216333219590522 3.4822213070074204 83.065340302433469 2.0754792673978955 leaf_count=198 137 1875 53 internal_value=0 2.08824e-05 -0.000245387 internal_weight=0 93.2817 5.5577 internal_count=2263 2073 190 is_linear=0 shrinkage=0.000439788 Tree=6695 num_leaves=4 num_cat=0 split_feature=42 43 42 split_gain=1.98124 2.63894 2.35405 threshold=-0.091229999999999992 -0.27337499999999998 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001621515068456895 -0.00026857011560241201 0.0003457665212615784 9.6442307678058547e-06 leaf_weight=2.7645430362899788 6.3119549379844093 6.8563332717403664 82.968942472412891 leaf_count=51 372 183 1657 internal_value=0 0.000199785 -1.00781e-05 internal_weight=0 9.62088 89.2809 internal_count=2263 234 2029 is_linear=0 shrinkage=0.000439788 Tree=6696 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=2.76525 5.32713 threshold=0.13840500000000003 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0813609353381045e-05 0.00034086093740683858 -0.00051693357995202902 leaf_weight=91.997992728231111 5.1423115382349343 3.548212619523837 leaf_count=2146 103 51 internal_value=0 1.03732e-05 internal_weight=0 95.5462 internal_count=2300 2197 is_linear=0 shrinkage=0.000439788 Tree=6697 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=2.62027 5.42222 threshold=0.13840500000000003 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9499513177352107e-05 0.00033216583685369554 -0.00052194085484788251 leaf_weight=91.722235891300443 5.0864559224137329 3.5644239550783814 leaf_count=2146 103 51 internal_value=0 8.77115e-06 internal_weight=0 95.2867 internal_count=2300 2197 is_linear=0 shrinkage=0.000439788 Tree=6698 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=2.64894 5.45995 threshold=0.13840500000000003 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015696367208676398 0.01712368209055987 -0.026795129103878667 leaf_weight=90.860773094911565 5.0655356345523606 3.5281256080306767 leaf_count=2146 103 51 internal_value=0 0.000504197 internal_weight=0 94.3889 internal_count=2300 2197 is_linear=0 shrinkage=0.0224292 Tree=6699 num_leaves=3 num_cat=0 split_feature=1 0 split_gain=2.78437 2.53899 threshold=0.13840500000000003 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4476127514749664e-06 0.00034103634004793579 0.00037945753456364577 leaf_weight=92.363176762451985 5.2098927968036142 3.4752433745888984 leaf_count=2172 103 25 internal_value=0 1.14736e-05 internal_weight=0 95.8384 internal_count=2300 2197 is_linear=0 shrinkage=0.000439788 Tree=6700 num_leaves=3 num_cat=0 split_feature=3 475 split_gain=3.36717 3.14622 threshold=0.25682500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012949923087095284 0.023348540233469259 0.00045370212639157304 leaf_weight=9.8784908283632813 2.9269516365457084 80.159484748011891 leaf_count=336 94 1817 internal_value=0 -0.00101931 internal_weight=0 90.038 internal_count=2247 2153 is_linear=0 shrinkage=0.0224292 Tree=6701 num_leaves=3 num_cat=0 split_feature=3 475 split_gain=3.51976 2.98793 threshold=0.25682500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024434474998255188 0.00045884898918361711 9.6703815011719285e-06 leaf_weight=10.043250749036813 3.0727341292076735 81.48851834512061 leaf_count=336 94 1817 internal_value=0 -1.82464e-05 internal_weight=0 91.5318 internal_count=2247 2153 is_linear=0 shrinkage=0.000439788 Tree=6702 num_leaves=3 num_cat=0 split_feature=3 475 split_gain=3.5869 3.06341 threshold=0.25682500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024594674256886337 0.00045873271986732775 1.0185247803401544e-05 leaf_weight=10.134423835053893 3.1367116915353099 81.726723493144164 leaf_count=336 94 1817 internal_value=0 -1.81173e-05 internal_weight=0 91.8611 internal_count=2247 2153 is_linear=0 shrinkage=0.000439788 Tree=6703 num_leaves=3 num_cat=0 split_feature=3 475 split_gain=3.29273 3.01292 threshold=0.25682500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012684875204564882 0.023325863642299504 0.00044557997220256936 leaf_weight=9.8542334671401459 2.8715941399568683 80.213477373365095 leaf_count=336 94 1817 internal_value=0 -0.000993396 internal_weight=0 90.0677 internal_count=2247 2153 is_linear=0 shrinkage=0.0224292 Tree=6704 num_leaves=4 num_cat=0 split_feature=39 43 49 split_gain=2.3142 2.57657 1.19576 threshold=0.0095750000000000019 -0.50913499999999989 -0.015974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003094989867118798 0.00039398113270414743 -4.6235151782943006e-05 8.7349598825953742e-05 leaf_weight=4.1090331771993069 3.4355469578003968 85.563849446896711 8.5982843179954198 leaf_count=34 89 1993 175 internal_value=0 -2.98721e-05 0.000175375 internal_weight=0 89.6729 12.0338 internal_count=2291 2027 264 is_linear=0 shrinkage=0.000439788 Tree=6705 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.21402 3.19816 3.14877 threshold=-0.077944999999999987 -0.10023499999999998 0.088725000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055947381832899918 0.006142011334211878 -0.010441283930226256 -0.013846373751221183 leaf_weight=41.480235237475426 34.742476343071758 19.545581057209347 4.4569580777169895 leaf_count=475 574 1011 231 internal_value=0 -0.00296605 0.00386371 internal_weight=0 61.0258 39.1994 internal_count=2291 1486 805 is_linear=0 shrinkage=0.0224292 Tree=6706 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.11972 3.07419 3.01977 threshold=-0.077944999999999987 -0.10023499999999998 0.088725000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054700215832359012 0.0060140008399914464 -0.010255882861971211 -0.013605976058291783 leaf_weight=41.474895631037725 34.687192075165513 19.453992687946084 4.4345673662319305 leaf_count=475 574 1011 231 internal_value=0 -0.00290438 0.00378447 internal_weight=0 60.9289 39.1218 internal_count=2291 1486 805 is_linear=0 shrinkage=0.0224292 Tree=6707 num_leaves=4 num_cat=0 split_feature=39 43 49 split_gain=2.04443 2.59867 1.23234 threshold=0.0095750000000000019 -0.50913499999999989 -0.015974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015994899587214784 0.020041530453683586 -0.0023024036466092238 0.0039189206520178731 leaf_weight=4.0760178636119226 3.3194251500826786 84.088527475018054 8.3968337651749589 leaf_count=34 89 1993 175 internal_value=0 -0.0014532 0.00851192 internal_weight=0 88.1645 11.7163 internal_count=2291 2027 264 is_linear=0 shrinkage=0.0224292 Tree=6708 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.87166 8.68671 5.30225 threshold=0.077765000000000015 -0.087574999999999986 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022426317744845919 0.0065017757226743106 0.0034312888981537192 -0.0078303023612203825 leaf_weight=9.2026523880413169 47.071941046400752 22.427560542855645 17.912372663748101 leaf_count=370 818 822 249 internal_value=0 -0.00410084 0.00255012 internal_weight=0 31.6302 64.9843 internal_count=2259 1192 1067 is_linear=0 shrinkage=0.0224292 Tree=6709 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.89197 8.39853 4.82614 threshold=0.077765000000000015 -0.087574999999999986 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043471392820905615 0.00012312803901996154 6.2659798401752329e-05 -0.00014308370823971892 leaf_weight=9.2106274601464992 47.609645671935141 22.742354221345522 18.188420614897041 leaf_count=370 818 822 249 internal_value=0 -8.08849e-05 4.95195e-05 internal_weight=0 31.953 65.7981 internal_count=2259 1192 1067 is_linear=0 shrinkage=0.000439788 Tree=6710 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=1.84016 2.20139 threshold=-0.088929999999999981 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015136427440855547 -0.0038638045442300605 0.0034428559121976411 leaf_weight=3.686222144344355 31.259720952641146 61.572051150038533 leaf_count=54 1162 1043 internal_value=0 0.000982158 internal_weight=0 92.8318 internal_count=2259 2205 is_linear=0 shrinkage=0.0224292 Tree=6711 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.83505 8.48758 4.81013 threshold=0.077765000000000015 -0.087574999999999986 0.094520000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043628053041539486 0.0001221724851129325 6.4756855683563625e-05 -0.00014408859122693897 leaf_weight=9.1788475280591246 47.482931990713041 22.610335002529609 18.114131473368616 leaf_count=370 818 822 249 internal_value=0 -8.00883e-05 4.8626e-05 internal_weight=0 31.7892 65.5971 internal_count=2259 1192 1067 is_linear=0 shrinkage=0.000439788 Tree=6712 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=3.32771 3.69763 3.33764 threshold=0.099515000000000006 0.084555000000000019 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4884664184239289e-06 0.00022184426159420096 -0.00028738199713196464 -6.2251892100105726e-05 leaf_weight=54.638023944426095 23.168044910300523 10.145805695490706 12.19942487029766 leaf_count=1582 425 160 152 internal_value=0 -4.38229e-05 0.000123869 internal_weight=0 64.7838 35.3675 internal_count=2319 1742 577 is_linear=0 shrinkage=0.000439788 Tree=6713 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=3.05159 3.83462 3.40294 threshold=0.099515000000000006 0.084555000000000019 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020572164583395011 0.011213548478937583 -0.014897861654254644 -0.0035522801241254878 leaf_weight=54.039905829346026 22.659792249585735 10.006117514312789 11.998202693284837 leaf_count=1582 425 160 152 internal_value=0 -0.0021577 0.00610265 internal_weight=0 64.046 34.658 internal_count=2319 1742 577 is_linear=0 shrinkage=0.0224292 Tree=6714 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=3.04411 3.5423 3.35739 threshold=0.099515000000000006 0.084555000000000019 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1341104516512765e-07 0.00021675815828174391 -0.00028270182002190173 -6.9545101655657347e-05 leaf_weight=54.563259523660236 22.866946388552606 10.073980634979305 12.104474712396039 leaf_count=1582 425 160 152 internal_value=0 -4.33596e-05 0.000117678 internal_weight=0 64.6372 34.9714 internal_count=2319 1742 577 is_linear=0 shrinkage=0.000439788 Tree=6715 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=2.92442 3.66741 3.27098 threshold=0.099515000000000006 0.084555000000000019 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019806746063173334 0.011015114502674821 -0.014583428329279178 -0.0034716701545620182 leaf_weight=54.051513680789867 22.549948794599914 9.9882139954424911 12.003576324248568 leaf_count=1582 425 160 152 internal_value=0 -0.00211105 0.0059834 internal_weight=0 64.0397 34.5535 internal_count=2319 1742 577 is_linear=0 shrinkage=0.0224292 Tree=6716 num_leaves=4 num_cat=0 split_feature=4 4 51 split_gain=2.54988 6.18471 3.38161 threshold=-0.0016099999999999997 -0.0037299999999999994 -0.055564999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023488281360709742 0.0092965956354578144 0.030937298067694314 -0.0058916722425360283 leaf_weight=49.741014444463872 9.3073852856323338 4.1036884044806348 35.231063220215219 leaf_count=1438 155 36 606 internal_value=0 0.00453785 -0.00271509 internal_weight=0 53.8447 44.5384 internal_count=2235 1474 761 is_linear=0 shrinkage=0.0224292 Tree=6717 num_leaves=4 num_cat=0 split_feature=4 4 51 split_gain=2.43775 5.95658 3.23467 threshold=-0.0016099999999999997 -0.0037299999999999994 -0.055564999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022959039057458101 0.0091119533718477478 0.030429277805434918 -0.0057569052151079346 leaf_weight=49.746630634452231 9.2836591446102812 4.0792174262169274 35.247367223097172 leaf_count=1438 155 36 606 internal_value=0 0.00443804 -0.00265453 internal_weight=0 53.8258 44.531 internal_count=2235 1474 761 is_linear=0 shrinkage=0.0224292 Tree=6718 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=2.37005 3.01707 threshold=0.12879500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.6443473464616683e-05 -0.00025298886840830994 -0.00033550821546605731 leaf_weight=90.142517207292258 5.644853902704198 3.9466502257782841 leaf_count=1954 69 212 internal_value=0 3.9938e-05 internal_weight=0 94.0892 internal_count=2235 2166 is_linear=0 shrinkage=0.000439788 Tree=6719 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=2.48486 2.83421 threshold=0.12879500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028892137610946351 -0.013323819878279623 -0.016757794425385299 leaf_weight=88.951087824609203 5.5711238809271881 3.834887372022421 leaf_count=1954 69 212 internal_value=0 0.00207391 internal_weight=0 92.786 internal_count=2235 2166 is_linear=0 shrinkage=0.0224292 Tree=6720 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=3.29772 3.029 threshold=-0.40771999999999992 -0.24297999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055989826244956476 0.00027944702438813354 -6.9122664817524936e-06 leaf_weight=1.9414662284834765 7.7546132152419878 88.240876158368337 leaf_count=80 187 2039 internal_value=0 1.62711e-05 internal_weight=0 95.9955 internal_count=2306 2226 is_linear=0 shrinkage=0.000439788 Tree=6721 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=3.40185 2.97833 threshold=-0.40771999999999992 -0.24297999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056333144696693691 0.0002791325667043703 -5.3149334351186117e-06 leaf_weight=1.9711081389687013 7.723179700675245 88.517236641693671 leaf_count=80 187 2039 internal_value=0 1.75625e-05 internal_weight=0 96.2404 internal_count=2306 2226 is_linear=0 shrinkage=0.000439788 Tree=6722 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=3.35011 3.00472 threshold=-0.40771999999999992 -0.24297999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005601448741611438 0.00027773358931556651 -7.0868884732482771e-06 leaf_weight=1.9740078015165625 7.7731837092578635 88.826329812038239 leaf_count=80 187 2039 internal_value=0 1.58824e-05 internal_weight=0 96.5995 internal_count=2306 2226 is_linear=0 shrinkage=0.000439788 Tree=6723 num_leaves=4 num_cat=0 split_feature=15 51 160 split_gain=3.16191 3.03264 1.2255 threshold=-0.24297999999999997 -0.40771999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046142700890196373 -0.028660698554301728 -0.00035967981158114485 0.022676283307299407 leaf_weight=3.6181869943975471 1.9281798840383988 87.317915720223027 3.9648312256322233 leaf_count=88 80 2039 99 internal_value=0 -0.000977128 0.0140913 internal_weight=0 89.2461 7.58302 internal_count=2306 2119 187 is_linear=0 shrinkage=0.0224292 Tree=6724 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.37815 4.30707 2.34517 threshold=-0.11437499999999999 -0.15562499999999999 -0.08130999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017559740005320401 0.011766890858203871 -0.015337627061314849 0.00065007410843393213 leaf_weight=2.5113868676125994 11.005368222395189 9.5986900987827521 71.225865352229448 leaf_count=20 154 361 1749 internal_value=0 -0.00849847 0.00214027 internal_weight=0 12.1101 82.2312 internal_count=2284 381 1903 is_linear=0 shrinkage=0.0224292 Tree=6725 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=2.32846 3.28116 1.41146 threshold=-0.094869999999999996 -0.084169999999999981 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019171464802852354 -0.016984308322870123 0.00037832829326666994 0.014339702810294813 leaf_weight=9.5569232324924105 5.9217122802547228 69.899530326616514 8.8666048724116973 leaf_count=123 370 1633 158 internal_value=0 -0.000981644 0.00790435 internal_weight=0 75.8212 18.4235 internal_count=2284 2003 281 is_linear=0 shrinkage=0.0224292 Tree=6726 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=2.3886 3.17583 1.42728 threshold=-0.094869999999999996 -0.084169999999999981 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.936899280461763e-05 -0.00032442537015743371 8.2920104326376804e-06 0.00028168180722003988 leaf_weight=9.6978718207246875 6.0016360922709273 70.769281152977783 9.1199469783459772 leaf_count=123 370 1633 158 internal_value=0 -1.77927e-05 0.000156971 internal_weight=0 76.7709 18.8178 internal_count=2284 2003 281 is_linear=0 shrinkage=0.000439788 Tree=6727 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.27825 4.14352 2.25214 threshold=-0.11437499999999999 -0.15562499999999999 -0.08130999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017270325712545123 0.011532968194609056 -0.015082273890173827 0.00061988634019976728 leaf_weight=2.4978349683806291 10.963122007160562 9.5498733244057785 71.142786487231206 leaf_count=20 154 361 1749 internal_value=0 -0.00835794 0.00207939 internal_weight=0 12.0477 82.1059 internal_count=2284 381 1903 is_linear=0 shrinkage=0.0224292 Tree=6728 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=4.07026 4.4423 1.89971 threshold=-0.077944999999999987 -0.088124999999999981 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047646720489484084 0.0054270252312045939 -0.015332009747909287 0.022447454163323773 leaf_weight=49.961207150732662 32.074056418550754 10.872593480713475 3.6620274850138221 leaf_count=753 671 707 86 internal_value=0 -0.00235285 0.00718224 internal_weight=0 60.8338 35.7361 internal_count=2217 1460 757 is_linear=0 shrinkage=0.0224292 Tree=6729 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=3.89667 4.29072 1.83737 threshold=-0.077944999999999987 -0.088124999999999981 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046580971876191134 0.0053104212449228026 -0.015130002437523899 0.022102702707955585 leaf_weight=49.958521361908424 32.04389759615151 10.772038667442756 3.6363207521353607 leaf_count=753 671 707 86 internal_value=0 -0.00230437 0.0070327 internal_weight=0 60.7306 35.6802 internal_count=2217 1460 757 is_linear=0 shrinkage=0.0224292 Tree=6730 num_leaves=4 num_cat=0 split_feature=0 0 159 split_gain=3.7303 4.14356 1.77653 threshold=-0.077944999999999987 -0.088124999999999981 -0.032739999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045539012128504447 -0.0083489027278319805 -0.014928371482127988 0.0085291692029808488 leaf_weight=49.955898452864858 3.4609580816868393 10.674034424078853 32.165239571913844 leaf_count=753 116 707 641 internal_value=0 -0.0022568 0.00688593 internal_weight=0 60.6299 35.6262 internal_count=2217 1460 757 is_linear=0 shrinkage=0.0224292 Tree=6731 num_leaves=4 num_cat=0 split_feature=0 0 157 split_gain=3.73928 4.4533 1.69979 threshold=-0.077944999999999987 -0.10023499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6791134050110842e-05 -8.7776976570245929e-05 -0.00021987533472820326 0.0001768938570561884 leaf_weight=42.91982982646914 5.5263523971661916 18.780783172531301 30.735752008353302 leaf_count=465 166 995 591 internal_value=0 -4.13783e-05 0.000136533 internal_weight=0 61.7006 36.2621 internal_count=2217 1460 757 is_linear=0 shrinkage=0.000439788 Tree=6732 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=3.05613 4.74903 3.96902 threshold=0.10335000000000001 0.10443500000000001 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011160143945677595 -0.00031951165800584385 0.00027779188502917592 0.00015853032238360643 leaf_weight=56.428232335416396 3.818626482156108 6.7677477626129976 26.975853504103725 leaf_count=1654 68 41 441 internal_value=0 -6.98294e-05 9.90902e-05 internal_weight=0 63.196 30.7945 internal_count=2204 1695 509 is_linear=0 shrinkage=0.000439788 Tree=6733 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=2.91308 4.67118 3.86876 threshold=0.10335000000000001 0.10443500000000001 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057049797905757366 -0.016283426814490673 0.014077139891373866 0.007908093721436903 leaf_weight=55.879440448359674 3.78299807768781 6.7093679488170883 26.568617175886175 leaf_count=1654 68 41 441 internal_value=0 -0.00358074 0.00488454 internal_weight=0 62.5888 30.3516 internal_count=2204 1695 509 is_linear=0 shrinkage=0.0224292 Tree=6734 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.30237 4.66424 2.40582 threshold=0.10335000000000001 0.10443500000000001 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011071890750201935 0.00019756941307281001 0.00027471667239718474 -5.6896065853145676e-05 leaf_weight=56.735543190781755 19.819188652058077 6.7817220187280318 11.25655896621174 leaf_count=1654 383 41 126 internal_value=0 -6.94959e-05 0.000105416 internal_weight=0 63.5173 31.0757 internal_count=2204 1695 509 is_linear=0 shrinkage=0.000439788 Tree=6735 num_leaves=4 num_cat=0 split_feature=1 15 52 split_gain=2.79818 3.97338 3.71528 threshold=0.10335000000000001 -0.0064449999999999985 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010931468207000906 -0.015989858337144468 0.00079894159086451655 0.0077692032214284812 leaf_weight=22.924765976214985 3.765681121149103 39.589678923763131 26.481989212050394 leaf_count=732 68 963 441 internal_value=0 -0.00350476 0.0048031 internal_weight=0 62.5144 30.2477 internal_count=2204 1695 509 is_linear=0 shrinkage=0.0224292 Tree=6736 num_leaves=3 num_cat=0 split_feature=51 9 split_gain=3.29769 3.00876 threshold=-0.40771999999999992 0.082870000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029151118482694371 0.0015488534990666983 -0.017073223472556069 leaf_weight=1.8892984949234222 88.700651922203178 4.5715209965128443 leaf_count=78 2112 63 internal_value=0 0.000632828 internal_weight=0 93.2722 internal_count=2253 2175 is_linear=0 shrinkage=0.0224292 Tree=6737 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=3.20763 2.92512 threshold=-0.40771999999999992 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029004993660084289 -0.00063641121358916581 0.013186406675334038 leaf_weight=1.85669190286353 84.81555552500231 8.4515034993746649 leaf_count=78 1953 222 internal_value=0 0.000618602 internal_weight=0 93.2671 internal_count=2253 2175 is_linear=0 shrinkage=0.0224292 Tree=6738 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=3.12034 2.81614 threshold=-0.40771999999999992 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028861345897666011 -0.00062214049701966769 0.012984934576391171 leaf_weight=1.8245395365665888 84.815515663683072 8.3911194768152182 leaf_count=78 1953 222 internal_value=0 0.000605273 internal_weight=0 93.2066 internal_count=2253 2175 is_linear=0 shrinkage=0.0224292 Tree=6739 num_leaves=3 num_cat=0 split_feature=51 9 split_gain=3.03564 2.89282 threshold=-0.40771999999999992 0.082870000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028720143176979161 0.0014907700755211523 -0.01678582222767365 leaf_weight=1.7928373753311451 88.585050047769982 4.5629410243127486 leaf_count=78 2112 63 internal_value=0 0.000592218 internal_weight=0 93.148 internal_count=2253 2175 is_linear=0 shrinkage=0.0224292 Tree=6740 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.83821 3.32521 threshold=-0.23178999999999997 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051626025615676685 0.0004854104684289145 -9.0580226231951436e-06 leaf_weight=2.04360250675927 2.6899451997742281 90.653473783184381 leaf_count=156 31 2096 internal_value=0 5.28778e-06 internal_weight=0 93.3434 internal_count=2283 2127 is_linear=0 shrinkage=0.000439788 Tree=6741 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.85534 3.42149 threshold=-0.23178999999999997 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026518643473627833 0.025220773634921919 -0.00043155902620917885 leaf_weight=2.019681772760122 2.6751259999437016 89.745212047648238 leaf_count=156 31 2096 internal_value=0 0.000316008 internal_weight=0 92.4203 internal_count=2283 2127 is_linear=0 shrinkage=0.0224292 Tree=6742 num_leaves=4 num_cat=0 split_feature=158 51 1 split_gain=2.41238 2.70088 1.26142 threshold=0.09031500000000002 -0.39981499999999998 0.10098000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017658075361770404 -0.027874837752834197 -0.00038334842675945486 -0.0020092827856889456 leaf_weight=4.3679241124045793 2.3310541157443363 86.108475425802681 1.5956898256554266 leaf_count=53 130 2024 76 internal_value=0 0.000491178 -0.0174246 internal_weight=0 90.4764 3.92674 internal_count=2283 2077 206 is_linear=0 shrinkage=0.0224292 Tree=6743 num_leaves=4 num_cat=0 split_feature=158 51 1 split_gain=2.31769 2.65973 1.32589 threshold=0.09031500000000002 -0.39981499999999998 0.10098000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034516530549736068 -0.00054334215176669246 -6.1649471201294418e-06 -2.851991441573015e-05 leaf_weight=4.3559969262496443 2.3335117338283449 87.903920892056703 1.647263840830419 leaf_count=53 130 2024 76 internal_value=0 1.04909e-05 -0.000331459 internal_weight=0 92.2599 3.98078 internal_count=2283 2077 206 is_linear=0 shrinkage=0.000439788 Tree=6744 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.24326 2.84938 threshold=0.26667500000000005 0.08845500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4109318189317061e-05 -0.00049114012980587649 6.5333433469038041e-05 leaf_weight=37.404258242831929 2.6795344059355548 51.507326854141866 leaf_count=1350 56 883 internal_value=0 -1.74842e-06 internal_weight=0 88.9116 internal_count=2289 2233 is_linear=0 shrinkage=0.000439788 Tree=6745 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.27805 2.7724 threshold=0.26667500000000005 0.08845500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.2451713435682709e-05 -0.0004921700894562561 6.4171066605208253e-05 leaf_weight=37.74281552294633 2.6973581395432111 51.886710143400705 leaf_count=1350 56 883 internal_value=0 -1.78811e-06 internal_weight=0 89.6295 internal_count=2289 2233 is_linear=0 shrinkage=0.000439788 Tree=6746 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.25218 2.86116 threshold=0.26667500000000005 0.08845500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.6381288888889913e-05 -0.00049416523811512264 6.3191425809955721e-05 leaf_weight=37.517464427894083 2.6781392271950599 51.599029725486616 leaf_count=1350 56 883 internal_value=0 -3.9939e-06 internal_weight=0 89.1165 internal_count=2289 2233 is_linear=0 shrinkage=0.000439788 Tree=6747 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.2707 2.73643 threshold=0.26667500000000005 0.08845500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.1943498021821113e-05 -0.00049312581444546546 6.4179832494798395e-05 leaf_weight=37.443018366870092 2.6769253387610652 51.633921140874008 leaf_count=1350 56 883 internal_value=0 -1.45142e-06 internal_weight=0 89.0769 internal_count=2289 2233 is_linear=0 shrinkage=0.000439788 Tree=6748 num_leaves=4 num_cat=0 split_feature=42 124 2 split_gain=2.60399 2.73511 2.65283 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.073240000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025173875758847247 0.016379215278143833 -0.00016284519558278099 -0.0033556723804293179 leaf_weight=3.9238747131894334 5.3598628557665497 77.133063907796895 9.7267855678082906 leaf_count=127 144 1506 491 internal_value=0 0.000915493 -0.0096537 internal_weight=0 82.4929 13.6507 internal_count=2268 1650 618 is_linear=0 shrinkage=0.0224292 Tree=6749 num_leaves=4 num_cat=0 split_feature=42 160 0 split_gain=2.56064 4.27912 3.99774 threshold=0.088115000000000013 0.031805000000000007 -0.10071499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023000557985108248 0.0012391517318825582 0.025287698930827246 -0.008376714931725841 leaf_weight=37.176694906444027 20.792254211719413 4.5154145913547827 33.546770115943218 leaf_count=392 614 81 1181 internal_value=0 0.00554574 -0.00276523 internal_weight=0 25.3077 70.7235 internal_count=2268 695 1573 is_linear=0 shrinkage=0.0224292 Tree=6750 num_leaves=4 num_cat=0 split_feature=3 15 3 split_gain=2.54475 5.71997 4.71696 threshold=-0.078904999999999989 0.15614500000000003 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016269381988516453 0.00038783236059478522 0.00042877321213966849 -9.9229774565147949e-07 leaf_weight=32.462448619680799 6.7733570482450878 3.4851769953966132 54.078871782214264 leaf_count=1258 170 10 830 internal_value=0 -0.000105153 4.23952e-05 internal_weight=0 35.9476 60.8522 internal_count=2268 1268 1000 is_linear=0 shrinkage=0.000439788 Tree=6751 num_leaves=4 num_cat=0 split_feature=3 15 3 split_gain=2.49328 5.69868 4.82373 threshold=-0.078904999999999989 0.15614500000000003 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082409961492216025 0.020064059941250666 0.021904270053246296 -3.9121892187269085e-05 leaf_weight=32.043455686292873 6.7411829401462446 3.4806527383625498 53.713411604434441 leaf_count=1258 170 10 830 internal_value=0 -0.00527718 0.00220817 internal_weight=0 35.5241 60.4546 internal_count=2268 1268 1000 is_linear=0 shrinkage=0.0224292 Tree=6752 num_leaves=4 num_cat=0 split_feature=1 52 51 split_gain=2.78882 3.32389 1.06548 threshold=0.13443000000000002 0.091160000000000005 -0.23729499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011275777988837257 0.0033998695350936012 -0.010471715917963182 0.022815264277848739 leaf_weight=72.396402314554507 2.3847057272651 14.984305001457868 3.5312201468332196 leaf_count=1638 12 480 140 internal_value=0 -0.000863356 0.015025 internal_weight=0 87.3807 5.91593 internal_count=2270 2118 152 is_linear=0 shrinkage=0.0224292 Tree=6753 num_leaves=4 num_cat=0 split_feature=1 52 51 split_gain=2.77226 3.26513 1.07139 threshold=0.13443000000000002 0.091160000000000005 -0.23729499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2344729559297958e-05 6.5205508737494782e-05 -0.00020244367323804923 0.0004465277637569159 leaf_weight=72.957440626531024 2.3854557167214807 15.061772934714098 3.548601460948702 leaf_count=1638 12 480 140 internal_value=0 -1.61564e-05 0.000293939 internal_weight=0 88.0192 5.93406 internal_count=2270 2118 152 is_linear=0 shrinkage=0.000439788 Tree=6754 num_leaves=4 num_cat=0 split_feature=1 52 51 split_gain=2.69625 3.17885 1.10286 threshold=0.13443000000000002 0.091160000000000005 -0.24416999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011025295310006036 0.0028300266768170844 -0.010245165802088022 0.022739782646444443 leaf_weight=72.406843795182795 2.3235457241535187 14.970123218764455 3.5242038387368657 leaf_count=1638 10 480 142 internal_value=0 -0.000843462 0.0148638 internal_weight=0 87.377 5.84775 internal_count=2270 2118 152 is_linear=0 shrinkage=0.0224292 Tree=6755 num_leaves=3 num_cat=0 split_feature=150 2 split_gain=2.63521 3.1835 threshold=0.11740500000000002 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0050584276461419575 0.015607808271215216 -0.003897353111366156 leaf_weight=30.620710107235936 5.211982563341734 57.308708754485451 leaf_count=656 82 1532 internal_value=0 -0.000778154 internal_weight=0 87.9294 internal_count=2270 2188 is_linear=0 shrinkage=0.0224292 Tree=6756 num_leaves=4 num_cat=0 split_feature=16 1375 3 split_gain=3.42007 4.19053 3.49357 threshold=0.0045450000000000013 -0.084629999999999997 0.12866000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029841118404615015 0.0090568845275419019 -0.0014520540053053509 -0.012928803501171898 leaf_weight=2.7175330985919564 28.529325828203582 59.285679530595189 4.1495506474166168 leaf_count=64 553 1605 41 internal_value=0 -0.00270512 0.00625923 internal_weight=0 62.0032 32.6789 internal_count=2263 1669 594 is_linear=0 shrinkage=0.0224292 Tree=6757 num_leaves=4 num_cat=0 split_feature=16 1375 457 split_gain=3.21547 3.9151 3.38008 threshold=0.0045450000000000013 -0.084629999999999997 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056079463902266962 6.4716071561463483e-05 -2.3989150648357487e-05 0.00046758919879204378 leaf_weight=2.7288207367528221 28.434786298101244 60.190148463541846 4.6753749822964883 leaf_count=64 564 1605 30 internal_value=0 -4.74337e-05 0.000121841 internal_weight=0 62.919 33.1102 internal_count=2263 1669 594 is_linear=0 shrinkage=0.000439788 Tree=6758 num_leaves=4 num_cat=0 split_feature=16 1375 457 split_gain=3.4877 3.8989 3.50262 threshold=0.0045450000000000013 -0.084629999999999997 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056224764367233753 6.4653577785874394e-05 -2.9508911026684521e-05 0.00047246292801599997 leaf_weight=2.7601063047186463 28.513419468537904 60.537699989074099 4.735160380951128 leaf_count=64 564 1605 30 internal_value=0 -5.29016e-05 0.00012297 internal_weight=0 63.2978 33.2486 internal_count=2263 1669 594 is_linear=0 shrinkage=0.000439788 Tree=6759 num_leaves=4 num_cat=0 split_feature=16 1375 3 split_gain=3.26749 4.00889 3.33102 threshold=0.0045450000000000013 -0.084629999999999997 0.12866000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029216150197720572 0.0088611615780133154 -0.0014162322870007822 -0.012559098861325073 leaf_weight=2.7106707910425021 28.510638739273418 59.325780771504469 4.1713332546642041 leaf_count=64 553 1605 41 internal_value=0 -0.00263956 0.00612147 internal_weight=0 62.0365 32.682 internal_count=2263 1669 594 is_linear=0 shrinkage=0.0224292 Tree=6760 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=3.5312 2.25188 threshold=-0.49367499999999992 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020069091784971262 0.0026393136993806054 -0.011962400997932368 leaf_weight=3.8881093035452059 83.815872400390617 5.6540602107852456 leaf_count=116 2030 115 internal_value=0 0.0017142 internal_weight=0 89.4699 internal_count=2261 2145 is_linear=0 shrinkage=0.0224292 Tree=6761 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=3.39186 2.15215 threshold=-0.49367499999999992 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019728610719440667 0.0025805082606985144 -0.011693324822361335 leaf_weight=3.867069764295592 83.803707903517534 5.6548629767639786 leaf_count=116 2030 115 internal_value=0 0.00167593 internal_weight=0 89.4586 internal_count=2261 2145 is_linear=0 shrinkage=0.0224292 Tree=6762 num_leaves=3 num_cat=0 split_feature=4 150 split_gain=3.28156 2.06229 threshold=-0.49367499999999992 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037733710281870022 0.00037157168597178871 2.0036530475989839e-05 leaf_weight=3.9129135353141455 3.3331600176170459 87.008572542417824 leaf_count=116 21 2124 internal_value=0 3.30822e-05 internal_weight=0 90.3417 internal_count=2261 2145 is_linear=0 shrinkage=0.000439788 Tree=6763 num_leaves=3 num_cat=0 split_feature=4 131 split_gain=3.25525 2.0661 threshold=-0.49367499999999992 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019379954470819437 0.0026835759361364532 -0.0094728124314693782 leaf_weight=3.847947400645352 81.788333833282195 7.6763815068989052 leaf_count=116 1816 329 internal_value=0 0.00163872 internal_weight=0 89.4647 internal_count=2261 2145 is_linear=0 shrinkage=0.0224292 Tree=6764 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=2.60918 2.20718 threshold=1.0000000180025095e-35 0.083905000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7205950427153695e-05 -0.00032808308010253383 0.00012495156131695149 leaf_weight=61.377573796113211 4.0487045345362267 32.18831607514403 leaf_count=1218 54 957 internal_value=0 3.17143e-05 internal_weight=0 93.5659 internal_count=2229 2175 is_linear=0 shrinkage=0.000439788 Tree=6765 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=2.62518 2.25686 threshold=1.0000000180025095e-35 0.083905000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00092241483716070717 -0.016906612538890163 0.0064707201254339151 leaf_weight=60.584670186901349 3.9997917831351506 31.587122427417853 leaf_count=1218 54 957 internal_value=0 0.00161202 internal_weight=0 92.1718 internal_count=2229 2175 is_linear=0 shrinkage=0.0224292 Tree=6766 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.58505 3.06746 threshold=-0.092609999999999984 0.090115000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040448347686039185 1.0616585205138732e-05 0.00039879942761868154 leaf_weight=2.7384601186495265 90.647322461949443 4.0970139554410698 leaf_count=37 2127 65 internal_value=0 2.74797e-05 internal_weight=0 94.7443 internal_count=2229 2192 is_linear=0 shrinkage=0.000439788 Tree=6767 num_leaves=3 num_cat=0 split_feature=453 9 split_gain=2.47787 2.05831 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0101812435841428e-05 -0.00031725560160719853 -0.00021940167333117574 leaf_weight=87.901896368046437 4.0499775136122471 5.82677761116065 leaf_count=2108 54 67 internal_value=0 3.33065e-05 internal_weight=0 93.7287 internal_count=2229 2175 is_linear=0 shrinkage=0.000439788 Tree=6768 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.21962 2.85128 threshold=0.15251000000000001 0.12642000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.1868918888099562e-05 0.00037478111198167505 -0.00033516244524549191 leaf_weight=89.615251948851437 5.3816179405548601 4.035983581794425 leaf_count=2131 127 34 internal_value=0 2.55554e-05 internal_weight=0 93.6512 internal_count=2292 2165 is_linear=0 shrinkage=0.000439788 Tree=6769 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.08722 2.85703 threshold=0.15251000000000001 0.12642000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021160667320286276 0.018960278445146275 -0.017223672042156305 leaf_weight=88.452000614134704 5.2294343208195633 3.9982398867141447 leaf_count=2131 127 34 internal_value=0 0.00127629 internal_weight=0 92.4502 internal_count=2292 2165 is_linear=0 shrinkage=0.0224292 Tree=6770 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.00409 2.72963 threshold=0.15251000000000001 0.12642000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020686832790621688 0.018813287938758517 -0.016830097759553221 leaf_weight=88.449127845759904 5.1530980311654266 4.0003869538195422 leaf_count=2131 127 34 internal_value=0 0.00124761 internal_weight=0 92.4495 internal_count=2292 2165 is_linear=0 shrinkage=0.0224292 Tree=6771 num_leaves=3 num_cat=0 split_feature=48 3 split_gain=3.44644 2.77467 threshold=-0.091829999999999981 0.15251000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047284926437805342 3.8919081169764471e-05 0.00036825058216474581 leaf_weight=2.4180576959624878 91.824533942444759 5.2113163747271747 leaf_count=36 2131 125 internal_value=0 5.66748e-05 internal_weight=0 97.0359 internal_count=2292 2256 is_linear=0 shrinkage=0.000439788 Tree=6772 num_leaves=4 num_cat=0 split_feature=51 48 16 split_gain=3.28022 3.51405 2.60257 threshold=0.10055500000000002 0.12230500000000001 -0.062749999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9740701700438511e-07 0.00040869900807725582 -0.00047171672229080047 -3.0995660631848546e-05 leaf_weight=83.590144931960822 6.7161980757209676 3.1401056941558627 4.2403549044247466 leaf_count=2027 117 43 86 internal_value=0 -1.64102e-05 0.000238772 internal_weight=0 86.7303 10.9566 internal_count=2273 2070 203 is_linear=0 shrinkage=0.000439788 Tree=6773 num_leaves=4 num_cat=0 split_feature=51 48 16 split_gain=3.2221 3.65284 2.60153 threshold=0.10055500000000002 0.12230500000000001 -0.062749999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4978461273215729e-05 0.020930227981314196 -0.024573844289163805 -0.0016856982216858201 leaf_weight=82.348547817031431 6.5554797967688501 3.1367509220126513 4.1847279680441698 leaf_count=2027 117 43 86 internal_value=0 -0.000892555 0.012131 internal_weight=0 85.4853 10.7402 internal_count=2273 2070 203 is_linear=0 shrinkage=0.0224292 Tree=6774 num_leaves=4 num_cat=0 split_feature=51 48 16 split_gain=3.09847 3.52479 2.52321 threshold=0.10055500000000002 0.12230500000000001 -0.062749999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4642673099803137e-05 0.020667691003945214 -0.024242976026205492 -0.0016480076099756034 leaf_weight=82.348496862294269 6.4908292025993433 3.1088246765957583 4.1848625264829007 leaf_count=2027 117 43 86 internal_value=0 -0.000873035 0.0119326 internal_weight=0 85.4573 10.6757 internal_count=2273 2070 203 is_linear=0 shrinkage=0.0224292 Tree=6775 num_leaves=4 num_cat=0 split_feature=51 48 16 split_gain=3.03453 3.31308 2.42932 threshold=0.10055500000000002 0.12230500000000001 -0.062749999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3237194341926337e-07 0.00039883489408647492 -0.00046357452342787425 -2.9287686982371667e-05 leaf_weight=83.169930020952961 6.5126539085304103 3.0782092706122048 4.2155047967025876 leaf_count=2027 117 43 86 internal_value=0 -1.69645e-05 0.000230856 internal_weight=0 86.2481 10.7282 internal_count=2273 2070 203 is_linear=0 shrinkage=0.000439788 Tree=6776 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.44832 4.65118 3.33676 threshold=-0.083999999999999977 -0.085214999999999985 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7922095718881031e-05 -9.7614900723210499e-05 0.00065270352936857277 0.00025303962941521091 leaf_weight=22.54644045991154 63.28806475174315 2.5481501391550401 5.7049995359120649 leaf_count=595 1457 71 175 internal_value=0 9.18115e-05 -6.85575e-05 internal_weight=0 25.0946 68.9931 internal_count=2298 666 1632 is_linear=0 shrinkage=0.000439788 Tree=6777 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.48951 4.22959 3.41268 threshold=-0.083999999999999977 -0.085374999999999993 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025977211636352415 -0.0040210124985689405 0.032621315997731597 0.014086133031535577 leaf_weight=22.180713907175235 62.37096340419339 2.6231340385347712 5.697365725573035 leaf_count=589 1457 77 175 internal_value=0 0.00579552 -0.00250191 internal_weight=0 24.8038 68.0683 internal_count=2298 666 1632 is_linear=0 shrinkage=0.0224292 Tree=6778 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.37834 3.98931 3.26744 threshold=-0.083999999999999977 -0.085374999999999993 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025407307163808324 -0.0039311375173659152 0.031567157132475189 0.013807881768297336 leaf_weight=22.170140826870924 62.366483543073628 2.6502555859842678 5.6823713563499032 leaf_count=589 1457 77 175 internal_value=0 0.00566198 -0.0024464 internal_weight=0 24.8204 68.0489 internal_count=2298 666 1632 is_linear=0 shrinkage=0.0224292 Tree=6779 num_leaves=4 num_cat=0 split_feature=13 13 131 split_gain=2.27214 4.4598 3.26377 threshold=-0.083999999999999977 -0.085214999999999985 0.10033500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023184165955402979 -0.0034867054825555178 0.033642238757815607 0.019632661736484126 leaf_weight=22.307423787911834 64.824751064772499 2.5291776721423949 3.2057100857055039 leaf_count=595 1485 71 147 internal_value=0 0.0055316 -0.00239208 internal_weight=0 24.8366 68.0305 internal_count=2298 666 1632 is_linear=0 shrinkage=0.0224292 Tree=6780 num_leaves=4 num_cat=0 split_feature=48 3 4 split_gain=2.42297 3.85892 3.2832 threshold=0.092805000000000012 0.11429000000000002 0.043640000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019322575184459979 0.015858943819672403 0.013368054823268227 -0.0044781084978288204 leaf_weight=66.063781465776628 12.059320825186662 9.4635064675385347 5.955482904915697 leaf_count=1904 179 126 80 internal_value=0 -1.22471e-05 0.00913813 internal_weight=0 75.5273 18.0148 internal_count=2289 2030 259 is_linear=0 shrinkage=0.0224292 Tree=6781 num_leaves=4 num_cat=0 split_feature=48 3 4 split_gain=2.28346 3.86338 3.05817 threshold=0.092805000000000012 0.11429000000000002 0.043640000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9351086810324035e-05 0.00029842681560567102 0.00025994529591883537 -8.3947078162560843e-05 leaf_weight=67.054400963061198 12.130196437910856 9.5073264530656143 6.0545536916470146 leaf_count=1904 179 126 80 internal_value=0 -2.12935e-06 0.000171162 internal_weight=0 76.5617 18.1848 internal_count=2289 2030 259 is_linear=0 shrinkage=0.000439788 Tree=6782 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.3698 3.02716 threshold=-0.11377999999999998 -0.10324499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017456840662422386 0.027507653308799198 0.0017056179963248748 leaf_weight=3.1169007946828051 2.3295909804292014 87.990145315687187 leaf_count=128 16 2145 internal_value=0 0.0023768 internal_weight=0 90.3197 internal_count=2289 2161 is_linear=0 shrinkage=0.0224292 Tree=6783 num_leaves=4 num_cat=0 split_feature=3 48 2 split_gain=2.557 3.91906 1.66011 threshold=0.11429000000000002 0.092805000000000012 0.11275500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7691142005703802e-05 0.00038016521241958069 0.0002204240156310414 8.0368696721648528e-05 leaf_weight=67.606997612529085 6.0951775369321686 13.65960710827312 8.6262661206856119 leaf_count=1904 59 209 117 internal_value=0 5.73543e-06 0.000204826 internal_weight=0 81.2666 14.7214 internal_count=2289 2113 176 is_linear=0 shrinkage=0.000439788 Tree=6784 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=2.1275 2.05694 threshold=0.083035000000000012 0.10466000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002361008316016793 -0.016623608239761205 -0.011869152627350745 leaf_weight=85.967920610662986 3.3538076744734999 5.4141227639993295 leaf_count=1862 79 315 internal_value=0 0.00151561 internal_weight=0 91.382 internal_count=2256 2177 is_linear=0 shrinkage=0.0224292 Tree=6785 num_leaves=3 num_cat=0 split_feature=11 133 split_gain=2.00685 1.92691 threshold=0.081790000000000015 0.10466000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.3332830718349426e-05 -0.00020753476251929095 -0.00020831706087092784 leaf_weight=83.369605437090286 7.0276781806660429 5.8054101842062655 leaf_count=1809 128 319 internal_value=0 3.62581e-05 internal_weight=0 89.175 internal_count=2256 2128 is_linear=0 shrinkage=0.000439788 Tree=6786 num_leaves=3 num_cat=0 split_feature=11 133 split_gain=2.08884 1.82412 threshold=0.081790000000000015 0.10466000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026377881778616415 -0.010995268216891224 -0.010505699901726947 leaf_weight=82.133553720159398 6.9194113485191329 5.6605663669688502 leaf_count=1809 128 319 internal_value=0 0.00178826 internal_weight=0 87.7941 internal_count=2256 2128 is_linear=0 shrinkage=0.0224292 Tree=6787 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.08194 2.90907 threshold=-0.2661949999999999 -0.23177499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024903187419498301 -0.022586804149207843 0.0010593251968840499 leaf_weight=1.7548453686758865 2.6764167108631218 90.253253692446378 leaf_count=18 36 2202 internal_value=0 0.000373806 internal_weight=0 92.9297 internal_count=2256 2238 is_linear=0 shrinkage=0.0224292 Tree=6788 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=4.81113 2.53298 threshold=-0.11377999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030818934864052811 -0.00053992286656056579 0.013018021409025977 leaf_weight=2.5030420879884323 83.543171387414986 7.5402884208160676 leaf_count=123 1992 199 internal_value=0 0.000584956 internal_weight=0 91.0835 internal_count=2314 2191 is_linear=0 shrinkage=0.0224292 Tree=6789 num_leaves=3 num_cat=0 split_feature=42 133 split_gain=4.43514 2.58109 threshold=-0.11377999999999998 0.14391000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057849308951155314 2.5485129622964625e-05 -0.00036618698861725632 leaf_weight=2.5156585771201199 89.026741424100692 3.3585698696915633 leaf_count=123 1962 229 internal_value=0 1.11736e-05 internal_weight=0 92.3853 internal_count=2314 2191 is_linear=0 shrinkage=0.000439788 Tree=6790 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=4.43037 2.56377 threshold=-0.11377999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057753171140608199 -9.2245961498976339e-06 0.00025624691448326587 leaf_weight=2.5067364014521436 84.666693569206473 7.6546088505128855 leaf_count=123 1992 199 internal_value=0 1.28348e-05 internal_weight=0 92.3213 internal_count=2314 2191 is_linear=0 shrinkage=0.000439788 Tree=6791 num_leaves=3 num_cat=0 split_feature=42 2 split_gain=4.61759 2.53348 threshold=-0.11377999999999998 0.084175000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030295170398075024 0.0058758568951564304 -0.0020647961907401787 leaf_weight=2.4858137646715468 30.250363320155884 60.822676791114645 leaf_count=123 645 1546 internal_value=0 0.00057341 internal_weight=0 91.073 internal_count=2314 2191 is_linear=0 shrinkage=0.0224292 Tree=6792 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=2.12515 2.10324 threshold=0.08955500000000001 -0.53299999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023424147233415474 0.015995440911799882 0.0011523865633318213 leaf_weight=1.7668316967610724 4.7745228421263155 91.607545034814393 leaf_count=142 80 2043 internal_value=0 0.000682656 internal_weight=0 93.3744 internal_count=2265 2185 is_linear=0 shrinkage=0.0224292 Tree=6793 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=2.1306 2.17504 threshold=0.08955500000000001 -0.53299999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045957792892911231 0.00031332255148580038 2.3986039732878538e-05 leaf_weight=1.8156353462109098 4.8363791055162428 92.577243431771421 leaf_count=142 80 2043 internal_value=0 1.45937e-05 internal_weight=0 94.3929 internal_count=2265 2185 is_linear=0 shrinkage=0.000439788 Tree=6794 num_leaves=3 num_cat=0 split_feature=147 49 split_gain=2.15735 1.93777 threshold=0.08955500000000001 -0.44508499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038482181563571482 0.00031466360952182539 3.6548516882847471e-06 leaf_weight=2.6349474489688864 4.8449010674521551 92.045690367682255 leaf_count=14 80 2171 internal_value=0 1.43381e-05 internal_weight=0 94.6806 internal_count=2265 2185 is_linear=0 shrinkage=0.000439788 Tree=6795 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=2.05244 2.05375 threshold=0.08955500000000001 -0.53299999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023393328157345877 0.015776419276231936 0.0011290350646380491 leaf_weight=1.7318478327542823 4.735693214039201 91.6466655737986 leaf_count=142 80 2043 internal_value=0 0.000669541 internal_weight=0 93.3785 internal_count=2265 2185 is_linear=0 shrinkage=0.0224292 Tree=6796 num_leaves=4 num_cat=0 split_feature=4 47 43 split_gain=4.34558 6.09212 2.94378 threshold=-0.061329999999999989 0.088555000000000009 -0.27337499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025475608125195403 -0.00043160331970741193 0.00041065931014596551 5.9606157327854911e-05 leaf_weight=22.187294559986189 2.4354832774261004 3.0060981705319127 61.127476876165019 leaf_count=901 50 29 1280 internal_value=0 -0.000175107 4.0661e-05 internal_weight=0 25.1934 63.563 internal_count=2260 930 1330 is_linear=0 shrinkage=0.000439788 Tree=6797 num_leaves=4 num_cat=0 split_feature=4 47 43 split_gain=4.31499 5.97433 2.9769 threshold=-0.061329999999999989 0.088555000000000009 -0.27337499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013100118111907129 -0.022398533038947621 0.020786163940022476 0.0029606357605718937 leaf_weight=21.879885546197333 2.4030602869461282 2.9553635648917398 60.447456821528249 leaf_count=901 50 29 1280 internal_value=0 -0.00905482 0.00198453 internal_weight=0 24.8352 62.8505 internal_count=2260 930 1330 is_linear=0 shrinkage=0.0224292 Tree=6798 num_leaves=4 num_cat=0 split_feature=4 47 43 split_gain=4.141 5.74721 2.85292 threshold=-0.061329999999999989 0.088555000000000009 -0.27337499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012854088189433611 -0.021965765629914948 0.020551125115656869 0.0028952164709760819 leaf_weight=21.799813162508148 2.3959029569450641 2.9227085262536994 60.427542943889421 leaf_count=901 50 29 1280 internal_value=0 -0.0088921 0.00194071 internal_weight=0 24.7225 62.8234 internal_count=2260 930 1330 is_linear=0 shrinkage=0.0224292 Tree=6799 num_leaves=4 num_cat=0 split_feature=4 47 43 split_gain=3.96089 5.57972 2.61885 threshold=-0.061329999999999989 0.088555000000000009 -0.27337499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024519873796605298 -0.00041000877982971747 0.00039723662941672716 5.4740711467045503e-05 leaf_weight=22.122387249299212 2.4196149422641602 2.9475785573013118 61.153816830050346 leaf_count=901 50 29 1280 internal_value=0 -0.00016942 3.69345e-05 internal_weight=0 25.07 63.5734 internal_count=2260 930 1330 is_linear=0 shrinkage=0.000439788 Tree=6800 num_leaves=3 num_cat=0 split_feature=393 123 split_gain=2.96562 2.6206 threshold=0.084580000000000016 0.085110000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012546914031610153 -0.018024343741863652 0.018642762009717224 leaf_weight=84.660457966401736 3.8033551289408924 4.5783433031465384 leaf_count=2009 112 137 internal_value=0 0.00215057 internal_weight=0 89.2388 internal_count=2258 2146 is_linear=0 shrinkage=0.0224292 Tree=6801 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=2.85508 4.32644 threshold=-0.24689499999999998 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01584765586962894 0.001213275634283128 -0.025360732390326563 leaf_weight=6.3010282975010332 83.481193116704162 3.1811173170353859 leaf_count=107 1985 166 internal_value=0 0.000232451 internal_weight=0 86.6623 internal_count=2258 2151 is_linear=0 shrinkage=0.0224292 Tree=6802 num_leaves=3 num_cat=0 split_feature=393 123 split_gain=2.82854 2.53898 threshold=0.084580000000000016 0.085110000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011991139119812701 -0.01767116433976685 0.018447610543804668 leaf_weight=84.546766851486609 3.786215792206348 4.5040658877041997 leaf_count=2009 112 137 internal_value=0 0.00207529 internal_weight=0 89.0508 internal_count=2258 2146 is_linear=0 shrinkage=0.0224292 Tree=6803 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=2.79667 4.26243 threshold=-0.24689499999999998 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030688050079169879 2.2558566569201131e-05 -0.0004944761771516152 leaf_weight=6.2883395071257828 84.411226598889698 3.1817612682134486 leaf_count=107 1985 166 internal_value=0 3.67394e-06 internal_weight=0 87.593 internal_count=2258 2151 is_linear=0 shrinkage=0.000439788 Tree=6804 num_leaves=3 num_cat=0 split_feature=1374 155 split_gain=2.53427 1.90352 threshold=-0.094929999999999987 0.083985000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034967422830535781 6.6602751701673533e-05 -0.00027317269492042651 leaf_weight=3.0662691976176566 94.56550823453108 3.2817741286617084 leaf_count=44 2079 151 internal_value=0 5.51557e-05 internal_weight=0 97.8473 internal_count=2274 2230 is_linear=0 shrinkage=0.000439788 Tree=6805 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.60429 1.90448 threshold=-0.094929999999999987 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035674092665443914 2.6907540882721951e-05 0.00019306199525476867 leaf_weight=3.0600719007197759 81.679456382324133 15.930799675152228 leaf_count=44 1968 262 internal_value=0 5.40578e-05 internal_weight=0 97.6103 internal_count=2274 2230 is_linear=0 shrinkage=0.000439788 Tree=6806 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=2.67295 1.86176 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018567772859787172 0.017985630229948094 0.0021318261427770457 leaf_weight=3.0274606451857826 3.8644368436071082 92.412154329673285 leaf_count=44 47 2183 internal_value=0 0.00277162 internal_weight=0 96.2766 internal_count=2274 2230 is_linear=0 shrinkage=0.0224292 Tree=6807 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.55092 1.84418 threshold=-0.094929999999999987 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018114667272847884 0.0013386858097097273 0.0097379193484755117 leaf_weight=3.0339877426158628 80.5469925875841 15.699849593009274 leaf_count=44 1968 262 internal_value=0 0.00271043 internal_weight=0 96.2468 internal_count=2274 2230 is_linear=0 shrinkage=0.0224292 Tree=6808 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.77112 6.54737 3.0408 threshold=0.0055300000000000011 -0.0017899999999999997 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.194711987495065e-05 6.5009433840681073e-05 -0.00048101861023825456 0.00033291747443118695 leaf_weight=48.986551211384722 32.176761641707344 5.8121078025724264 10.981053713490835 leaf_count=1492 548 132 111 internal_value=0 -4.04876e-05 0.000133293 internal_weight=0 54.7987 43.1578 internal_count=2283 1624 659 is_linear=0 shrinkage=0.000439788 Tree=6809 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.68905 6.56618 2.99905 threshold=0.0055300000000000011 -0.0017899999999999997 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062653643348098355 0.0032661435083378076 -0.024629720962195345 0.01689494595707744 leaf_weight=48.530334872999447 31.951028543666325 5.7778627626830703 10.878537955388309 leaf_count=1492 548 132 111 internal_value=0 -0.00206819 0.00673379 internal_weight=0 54.3082 42.8296 internal_count=2283 1624 659 is_linear=0 shrinkage=0.0224292 Tree=6810 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.86626 6.27187 3.06107 threshold=0.0055300000000000011 -0.0017899999999999997 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6687246480555653e-06 6.5880007312018734e-05 -0.00047267847679984736 0.00033239068148994722 leaf_weight=49.970004007567695 32.751816724246964 5.8021476146968771 11.168483086526974 leaf_count=1492 548 132 111 internal_value=0 -4.06559e-05 0.000133766 internal_weight=0 55.7722 43.9203 internal_count=2283 1624 659 is_linear=0 shrinkage=0.000439788 Tree=6811 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.7299 6.39751 2.97547 threshold=0.0055300000000000011 -0.0017899999999999997 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3254228128427985e-05 6.6936028437952227e-05 -0.00047480461352137048 0.00033182892413105748 leaf_weight=49.116355130976444 32.299099795087386 5.7897870024753493 10.980656394269316 leaf_count=1492 548 132 111 internal_value=0 -3.83581e-05 0.00013426 internal_weight=0 54.9061 43.2798 internal_count=2283 1624 659 is_linear=0 shrinkage=0.000439788 Tree=6812 num_leaves=4 num_cat=0 split_feature=403 1 403 split_gain=3.65844 3.64599 1.43238 threshold=0.092660000000000006 1.0000000180025095e-35 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001702417473585364 0.00048987765922662066 2.7319493016458954e-05 0.00010132456784600245 leaf_weight=25.185766911517931 3.6263387122526174 63.79021232379273 3.7203897052968387 leaf_count=1039 31 1022 151 internal_value=0 -2.86272e-05 0.000293887 internal_weight=0 88.976 7.34673 internal_count=2243 2061 182 is_linear=0 shrinkage=0.000439788 Tree=6813 num_leaves=4 num_cat=0 split_feature=403 457 403 split_gain=3.67316 3.64029 1.3789 threshold=0.092660000000000006 0.069910000000000014 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037810929562655904 0.028313226523144067 0.0077924621791394307 0.0078187117838681482 leaf_weight=70.661425296013476 2.5379319267813107 16.932190264022211 4.7273262684466317 leaf_count=1866 12 195 170 internal_value=0 -0.00154267 0.0150334 internal_weight=0 87.5936 7.26526 internal_count=2243 2061 182 is_linear=0 shrinkage=0.0224292 Tree=6814 num_leaves=4 num_cat=0 split_feature=403 1 403 split_gain=3.26062 3.93896 1.38159 threshold=0.092660000000000006 1.0000000180025095e-35 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001744748624490238 0.00047140472195738111 2.9900074607805091e-05 8.9995772628285591e-05 leaf_weight=25.477619950801454 3.5719964109812272 64.066338880968033 3.783349254867062 leaf_count=1039 31 1022 151 internal_value=0 -2.82748e-05 0.000275961 internal_weight=0 89.544 7.35535 internal_count=2243 2061 182 is_linear=0 shrinkage=0.000439788 Tree=6815 num_leaves=4 num_cat=0 split_feature=403 457 403 split_gain=3.35399 3.55003 1.38573 threshold=0.092660000000000006 0.069910000000000014 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2838105312796349e-05 0.00047433128142186431 0.00015057370540268416 9.1417812730262276e-05 leaf_weight=71.429208289882808 3.5821385242379611 17.018090739351464 3.7352866651781369 leaf_count=1866 31 195 151 internal_value=0 -2.98284e-05 0.000279614 internal_weight=0 88.4473 7.31743 internal_count=2243 2061 182 is_linear=0 shrinkage=0.000439788 Tree=6816 num_leaves=3 num_cat=0 split_feature=150 16 split_gain=2.86173 3.41249 threshold=-0.22665999999999997 0.0049500000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036810694832388751 -7.1187712169564174e-05 0.00010360710624129224 leaf_weight=3.9767165805678806 63.480491125857952 32.721834167961788 leaf_count=22 1654 600 internal_value=0 -1.1725e-05 internal_weight=0 96.2023 internal_count=2276 2254 is_linear=0 shrinkage=0.000439788 Tree=6817 num_leaves=3 num_cat=0 split_feature=150 16 split_gain=2.79718 3.34781 threshold=-0.22665999999999997 0.0049500000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018758044714038462 -0.0035562722414670465 0.0053557340579493944 leaf_weight=3.9245035089552394 62.265893136183877 32.131762256238289 leaf_count=22 1654 600 internal_value=0 -0.000522269 internal_weight=0 94.3977 internal_count=2276 2254 is_linear=0 shrinkage=0.0224292 Tree=6818 num_leaves=4 num_cat=0 split_feature=16 43 457 split_gain=2.70649 3.69303 3.28608 threshold=0.0049500000000000004 -0.24870499999999998 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051683226093568512 4.9879642027520674e-05 -2.2528982668875892e-05 0.00043597141902760618 leaf_weight=3.0463484431238603 28.020164271412796 63.133224462937505 5.0113032969529732 leaf_count=78 568 1594 36 internal_value=0 -4.5425e-05 0.000108673 internal_weight=0 66.1796 33.0315 internal_count=2276 1672 604 is_linear=0 shrinkage=0.000439788 Tree=6819 num_leaves=4 num_cat=0 split_feature=16 43 457 split_gain=2.77527 3.75751 3.29408 threshold=0.0049500000000000004 -0.24870499999999998 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051857513371063064 4.9686590424548226e-05 -2.4113706604762831e-05 0.00043558834763104119 leaf_weight=3.0991395808669031 28.151646145794075 63.667447619309314 5.0273562621441661 leaf_count=78 568 1594 36 internal_value=0 -4.72071e-05 0.000108376 internal_weight=0 66.7666 33.179 internal_count=2276 1672 604 is_linear=0 shrinkage=0.000439788 Tree=6820 num_leaves=4 num_cat=0 split_feature=16 16 49 split_gain=2.21522 3.11333 3.04673 threshold=0.017150000000000002 0.066010000000000013 -0.085949999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012289325509093077 0.019969991142601385 0.0031343749572010776 0.0015812368396237223 leaf_weight=9.1454239904996921 7.1028600395948187 24.700826249252714 60.929912698398766 leaf_count=106 122 452 1613 internal_value=0 0.00690407 -0.000231843 internal_weight=0 31.8037 70.0753 internal_count=2293 574 1719 is_linear=0 shrinkage=0.0224292 Tree=6821 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=2.11891 3.09969 3.03823 threshold=0.017150000000000002 -0.27337499999999998 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049669949112868001 0.00038501193668774765 1.2961783124152613e-05 5.9465088026587241e-05 leaf_weight=2.3694643470444126 7.1210013766030924 68.450606030182826 24.859987987660134 leaf_count=68 122 1651 452 internal_value=0 -4.21948e-06 0.000132139 internal_weight=0 70.8201 31.981 internal_count=2293 1719 574 is_linear=0 shrinkage=0.000439788 Tree=6822 num_leaves=3 num_cat=0 split_feature=12 16 split_gain=2.16028 2.3569 threshold=-0.12084499999999998 0.017150000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019994592503391168 0.00011638537652313101 0.0075625069174612173 leaf_weight=2.1884568477471467 68.578756138109384 31.05648715285497 leaf_count=63 1672 558 internal_value=0 0.00243836 internal_weight=0 99.6352 internal_count=2293 2230 is_linear=0 shrinkage=0.0224292 Tree=6823 num_leaves=3 num_cat=0 split_feature=12 16 split_gain=2.06192 2.27379 threshold=-0.14662999999999998 0.017150000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020547511908720263 8.8360232716278825e-05 0.0074016771222038024 leaf_weight=1.9972290381483606 68.775088664002396 31.020429304880963 leaf_count=57 1678 558 internal_value=0 0.00236261 internal_weight=0 99.7955 internal_count=2293 2236 is_linear=0 shrinkage=0.0224292 Tree=6824 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.18169 5.08604 3.1206 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.088985000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5298773950649018e-05 1.940617128648502e-05 -0.00052991691623734095 0.00029062098920693653 leaf_weight=46.232546892681057 36.395168103881588 4.3852638938951705 10.575876203467486 leaf_count=1461 571 96 106 internal_value=0 -7.83336e-05 8.05655e-05 internal_weight=0 50.6178 46.971 internal_count=2234 1557 677 is_linear=0 shrinkage=0.000439788 Tree=6825 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.9961 5.08753 4.05284 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017771739569774425 0.0072937821286305233 -0.027111444248132433 -0.0091268735973791468 leaf_weight=45.551955771945359 36.815017558048567 4.3515330206901117 9.4973281793645565 leaf_count=1461 551 96 126 internal_value=0 -0.00399582 0.00392401 internal_weight=0 49.9035 46.3123 internal_count=2234 1557 677 is_linear=0 shrinkage=0.0224292 Tree=6826 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.86678 4.95201 3.87379 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017375823637363549 0.0071417626478879528 -0.026898834008409887 -0.0088956709084049585 leaf_weight=45.545415045540722 36.756431318324758 4.2884199194522798 9.5257833214418479 leaf_count=1461 551 96 126 internal_value=0 -0.00391229 0.00383864 internal_weight=0 49.8338 46.2822 internal_count=2234 1557 677 is_linear=0 shrinkage=0.0224292 Tree=6827 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.83913 4.82551 3.42736 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3072219931155757e-05 0.00013677853251926636 -0.0005207913081329374 -0.0001563324311514409 leaf_weight=46.259630530665163 37.084019988753425 4.2685750303826344 9.7246373534871946 leaf_count=1461 551 96 126 internal_value=0 -7.44554e-05 7.58449e-05 internal_weight=0 50.5282 46.8087 internal_count=2234 1557 677 is_linear=0 shrinkage=0.000439788 Tree=6828 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.79079 3.66292 threshold=-0.49367499999999992 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017517210983069291 -0.020497085702691705 0.0015056821421369207 leaf_weight=4.5044796200236297 3.9627311738804556 86.325388919252873 leaf_count=121 96 2078 internal_value=0 0.000535855 internal_weight=0 90.2881 internal_count=2295 2174 is_linear=0 shrinkage=0.0224292 Tree=6829 num_leaves=4 num_cat=0 split_feature=51 4 0 split_gain=2.76305 2.26103 1.83832 threshold=-0.10998999999999999 -0.49367499999999992 -0.032619999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033798138363313628 -0.0163993078812904 0.0014445064238656298 -0.027912657020406156 leaf_weight=3.3070962683923426 3.7102946874219915 84.857791367550817 2.860850223369197 leaf_count=156 78 1994 67 internal_value=0 0.00069362 -0.0148098 internal_weight=0 88.5681 6.16795 internal_count=2295 2072 223 is_linear=0 shrinkage=0.0224292 Tree=6830 num_leaves=4 num_cat=0 split_feature=52 2 0 split_gain=2.66605 3.61125 3.33961 threshold=-0.24600999999999998 0.10669500000000001 0.12583000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054998875921457256 3.5053557204252619e-05 6.5910160078294422e-05 -0.00035477477250756679 leaf_weight=3.8849836440640493 84.342888374483664 3.4779837571768439 4.4569260232237857 leaf_count=173 1976 85 61 internal_value=0 -0.000259644 1.54157e-05 internal_weight=0 7.36297 88.7998 internal_count=2295 258 2037 is_linear=0 shrinkage=0.000439788 Tree=6831 num_leaves=4 num_cat=0 split_feature=52 2 0 split_gain=2.64936 3.63795 3.57233 threshold=-0.24600999999999998 0.10669500000000001 0.12583000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055055806904970349 3.6034522725447557e-05 6.8134352042985172e-05 -0.00036684453945597112 leaf_weight=3.8737409560162623 84.822446469930583 3.4756588608797756 4.4626710381708099 leaf_count=173 1976 85 61 internal_value=0 -0.000258549 1.58236e-05 internal_weight=0 7.3494 89.2851 internal_count=2295 258 2037 is_linear=0 shrinkage=0.000439788 Tree=6832 num_leaves=4 num_cat=0 split_feature=43 130 13 split_gain=2.45919 2.73391 2.12806 threshold=-0.17632999999999996 -0.076894999999999977 0.23242000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019805658890651865 0.015726984838706364 -0.0018194367220317742 0.0011050790084227216 leaf_weight=5.7452949648722988 4.7087325803586273 81.032702753716876 6.533262175937125 leaf_count=54 77 2021 94 internal_value=0 -0.000852539 0.00987249 internal_weight=0 85.7414 12.2786 internal_count=2246 2098 148 is_linear=0 shrinkage=0.0224292 Tree=6833 num_leaves=4 num_cat=0 split_feature=43 130 13 split_gain=2.35541 2.62487 2.04877 threshold=-0.17632999999999996 -0.076894999999999977 0.23242000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019451222425141836 0.015456430195114583 -0.0017786497452132149 0.0010803667658165494 leaf_weight=5.7194178844219987 4.6843077937373883 81.032170558282814 6.5332516707130708 leaf_count=54 77 2021 94 internal_value=0 -0.00083354 0.00967261 internal_weight=0 85.7165 12.2527 internal_count=2246 2098 148 is_linear=0 shrinkage=0.0224292 Tree=6834 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.25588 2.61985 1.97206 threshold=-0.17632999999999996 -0.49367499999999992 0.23242000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019100925076977998 -0.020256359911899672 -2.4021917677814807e-05 0.0010562073187031476 leaf_weight=5.6943108187406306 3.3315729791065669 82.360841687161155 6.5332420763079426 leaf_count=54 108 1990 94 internal_value=0 -0.000814957 0.00947622 internal_weight=0 85.6924 12.2276 internal_count=2246 2098 148 is_linear=0 shrinkage=0.0224292 Tree=6835 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=2.17206 2.50688 1.87847 threshold=-0.17632999999999996 -0.49367499999999992 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6767416374520859e-06 -0.00038685024189361722 1.4293553851811141e-08 0.00035111620339216358 leaf_weight=6.0602431763763871 3.3515805496717794 83.366027860711256 6.2470109880086966 leaf_count=114 108 1990 34 internal_value=0 -1.50196e-05 0.000182276 internal_weight=0 86.7176 12.3073 internal_count=2246 2098 148 is_linear=0 shrinkage=0.000439788 Tree=6836 num_leaves=4 num_cat=0 split_feature=1213 403 1212 split_gain=2.95231 3.41789 1.07198 threshold=-1.0000000180025095e-35 0.092660000000000006 0.09198000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047753317628990638 1.3720863545835571e-05 0.00034271779639222938 -1.6983737197574368e-05 leaf_weight=3.0085921942736595 86.23716456254806 6.5540594259509808 1.4457173413684357 leaf_count=282 1845 89 83 internal_value=0 3.70244e-05 -0.000328765 internal_weight=0 92.7912 4.45431 internal_count=2299 1934 365 is_linear=0 shrinkage=0.000439788 Tree=6837 num_leaves=4 num_cat=0 split_feature=1213 403 1212 split_gain=2.72768 3.50938 1.08173 threshold=-1.0000000180025095e-35 0.092660000000000006 0.090080000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024400000536668142 0.00062064022501047357 0.017703389066249232 -0.00057511446659748975 leaf_weight=2.8460595276555969 84.802111198321654 6.4956272819908909 1.4422219327316268 leaf_count=267 1845 89 98 internal_value=0 0.00183949 -0.0164254 internal_weight=0 91.2977 4.28828 internal_count=2299 1934 365 is_linear=0 shrinkage=0.0224292 Tree=6838 num_leaves=4 num_cat=0 split_feature=1213 47 1212 split_gain=2.83994 2.09205 1.09056 threshold=-1.0000000180025095e-35 0.092530000000000015 0.092360000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047798334985628004 6.5226065117099526e-05 -0.00011568053766345789 -1.0954547193655003e-05 leaf_weight=2.9403330211462153 77.642532168309117 14.686809429418643 1.4377912804338846 leaf_count=285 1706 228 80 internal_value=0 3.64313e-05 -0.000325323 internal_weight=0 92.3293 4.37812 internal_count=2299 1934 365 is_linear=0 shrinkage=0.000439788 Tree=6839 num_leaves=4 num_cat=0 split_feature=1213 403 1212 split_gain=2.64092 3.35918 1.07109 threshold=-1.0000000180025095e-35 0.092660000000000006 0.090080000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024357938411687974 0.00060683402852232458 0.017323687499700015 -0.00057252461235565342 leaf_weight=2.7887998664955367 84.816876779443191 6.4924571264273245 1.4427458323480093 leaf_count=267 1845 89 98 internal_value=0 0.00179884 -0.0162873 internal_weight=0 91.3093 4.23155 internal_count=2299 1934 365 is_linear=0 shrinkage=0.0224292 Tree=6840 num_leaves=4 num_cat=0 split_feature=156 12 4 split_gain=2.5712 2.15952 0.997541 threshold=0.091255000000000017 0.11621500000000001 -0.040969999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025619707034682956 -0.026708499307445621 -0.015807124646289323 -0.0066403901486151683 leaf_weight=87.950075255126649 1.9653215460930367 3.3230987606821136 3.3983373863593433 leaf_count=1991 88 111 109 internal_value=0 0.00189002 -0.0140623 internal_weight=0 91.2732 5.36366 internal_count=2299 2102 197 is_linear=0 shrinkage=0.0224292 Tree=6841 num_leaves=3 num_cat=0 split_feature=39 156 split_gain=2.4928 3.05805 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019984328769399168 0.002574851315559957 -0.015181869578133484 leaf_weight=2.7525781231233841 88.695606503906674 5.1442328046359753 leaf_count=46 2061 192 internal_value=0 0.00159855 internal_weight=0 93.8398 internal_count=2299 2253 is_linear=0 shrinkage=0.0224292 Tree=6842 num_leaves=3 num_cat=0 split_feature=39 156 split_gain=2.38047 2.92968 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019516060807550906 0.002517375470035511 -0.014886925443165014 leaf_weight=2.7558252487506243 88.686425278203387 5.1290380780792466 leaf_count=46 2061 192 internal_value=0 0.00156302 internal_weight=0 93.8155 internal_count=2299 2253 is_linear=0 shrinkage=0.0224292 Tree=6843 num_leaves=4 num_cat=0 split_feature=156 12 160 split_gain=2.18169 1.9543 1.07757 threshold=0.091255000000000017 0.11621500000000001 -0.079424999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5838871408716897e-05 -0.00052720954931814658 -0.00029416630219192004 -0.00011248641336998544 leaf_weight=88.888507454352293 1.8221600883189237 3.3756511420269808 3.5868423791325759 leaf_count=1991 46 111 151 internal_value=0 3.33409e-05 -0.000253559 internal_weight=0 92.2642 5.409 internal_count=2299 2102 197 is_linear=0 shrinkage=0.000439788 Tree=6844 num_leaves=4 num_cat=0 split_feature=133 123 4 split_gain=2.77883 3.34014 1.53764 threshold=-0.16255999999999995 1.0000000180025095e-35 -0.077519999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053727534939125175 -4.6777487293057992e-05 0.00027150353439750306 7.7888745900151049e-05 leaf_weight=2.6598247716538026 82.728086636250737 6.8907424856661228 2.9895079551424706 leaf_count=49 1852 181 120 internal_value=0 -2.22524e-05 0.000295259 internal_weight=0 89.6188 5.64933 internal_count=2202 2033 169 is_linear=0 shrinkage=0.000439788 Tree=6845 num_leaves=4 num_cat=0 split_feature=133 123 133 split_gain=2.88349 3.21139 1.20644 threshold=-0.16255999999999995 1.0000000180025095e-35 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050941803260792264 -0.0023774299068365697 0.01371869410782937 0.025955946581703745 leaf_weight=2.8273491926775023 81.727358449583335 6.7315547444741233 2.7552944186900268 leaf_count=125 1852 181 44 internal_value=0 -0.00114985 0.0154438 internal_weight=0 88.4589 5.58264 internal_count=2202 2033 169 is_linear=0 shrinkage=0.0224292 Tree=6846 num_leaves=4 num_cat=0 split_feature=133 123 4 split_gain=2.66151 3.15617 1.63303 threshold=-0.16255999999999995 1.0000000180025095e-35 -0.077519999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053948190723229446 -4.2838578275151856e-05 0.0002683581539381243 6.6730002045814303e-05 leaf_weight=2.6763544278474001 82.736898423010643 6.8041454415651961 2.9839259016553106 leaf_count=49 1852 181 120 internal_value=0 -1.91388e-05 0.000291324 internal_weight=0 89.541 5.66028 internal_count=2202 2033 169 is_linear=0 shrinkage=0.000439788 Tree=6847 num_leaves=4 num_cat=0 split_feature=133 123 4 split_gain=2.65931 3.30357 1.59863 threshold=-0.16255999999999995 1.0000000180025095e-35 -0.077519999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053571631049886684 -4.2769542238829429e-05 0.00027291146357754173 6.9691595763560508e-05 leaf_weight=2.6928059141464473 83.081952989952697 6.928757892761495 3.0110666060863869 leaf_count=49 1852 181 120 internal_value=0 -1.84166e-05 0.000290756 internal_weight=0 90.0107 5.70387 internal_count=2202 2033 169 is_linear=0 shrinkage=0.000439788 Tree=6848 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.08216 4.13821 threshold=0.25682500000000003 0.11932000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1836531424304367e-05 0.00035018611222101167 -0.00028978727019960489 leaf_weight=88.995886436121509 3.4587853650300522 8.4550814531976339 leaf_count=2131 107 66 internal_value=0 3.88038e-06 internal_weight=0 97.451 internal_count=2304 2197 is_linear=0 shrinkage=0.000439788 Tree=6849 num_leaves=4 num_cat=0 split_feature=50 50 2 split_gain=1.99993 3.49317 1.68034 threshold=0.10124500000000002 0.09524500000000001 0.13622000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077436220990272466 -0.021362230150568762 0.023648194399668941 0.0068789600855953936 leaf_weight=90.832938947969524 3.5080661560405124 3.468639115424593 1.5042067688773384 leaf_count=1975 252 42 35 internal_value=0 0.00162033 -0.012893 internal_weight=0 94.3016 5.01227 internal_count=2304 2017 287 is_linear=0 shrinkage=0.0224292 Tree=6850 num_leaves=4 num_cat=0 split_feature=480 159 483 split_gain=1.94964 2.36917 0.710822 threshold=0.084710000000000021 -0.027939999999999996 0.08833000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014661077607452397 -0.025248434537258946 0.00051455999515256164 -0.004506904200669906 leaf_weight=6.3610191776097045 1.8290984296072559 89.536671771598776 1.5286540433444313 leaf_count=160 112 1956 76 internal_value=0 0.00145565 -0.0158845 internal_weight=0 95.8977 3.35775 internal_count=2304 2116 188 is_linear=0 shrinkage=0.0224292 Tree=6851 num_leaves=4 num_cat=0 split_feature=50 50 2 split_gain=1.9157 3.31321 1.62745 threshold=0.10124500000000002 0.09524500000000001 0.13622000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073937922841138309 -0.021145369358415336 0.023039003428498347 0.0067298047048230869 leaf_weight=90.788183003458471 3.4576416239651726 3.4613049484214562 1.5009073775145223 leaf_count=1975 252 42 35 internal_value=0 0.00156283 -0.0127144 internal_weight=0 94.2495 4.95855 internal_count=2304 2017 287 is_linear=0 shrinkage=0.0224292 Tree=6852 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=2.92722 2.2521 threshold=0.062655000000000016 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019898092589047185 -0.00043195984606818913 -4.8731059722332602e-06 leaf_weight=12.07192579723778 2.8105783930077441 78.749926472339212 leaf_count=271 74 1936 internal_value=0 2.2259e-05 internal_weight=0 90.8219 internal_count=2281 2207 is_linear=0 shrinkage=0.000439788 Tree=6853 num_leaves=3 num_cat=0 split_feature=150 11 split_gain=2.12127 2.54235 threshold=-0.22665999999999997 0.088065000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016298352731189701 0.00054064039497769801 -0.017622109752594681 leaf_weight=4.0363860782235852 84.873192613109495 4.0434939646893318 leaf_count=25 2178 78 internal_value=0 -0.000288918 internal_weight=0 88.9167 internal_count=2281 2256 is_linear=0 shrinkage=0.0224292 Tree=6854 num_leaves=3 num_cat=0 split_feature=14 11 split_gain=2.29918 2.32725 threshold=0.057600000000000005 0.081790000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020718795775906034 -0.018794208044317542 -0.011949052915081623 leaf_weight=83.508600495424616 3.0102224136171563 6.3937486272770903 leaf_count=2099 77 105 internal_value=0 0.0010724 internal_weight=0 89.9023 internal_count=2281 2204 is_linear=0 shrinkage=0.0224292 Tree=6855 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=2.209 2.28904 threshold=0.057600000000000005 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010174240880619424 -0.018475335415320468 -0.00035493164439241156 leaf_weight=11.965194985657943 2.9940100572694055 77.927008782236953 leaf_count=271 77 1933 internal_value=0 0.00104843 internal_weight=0 89.8922 internal_count=2281 2204 is_linear=0 shrinkage=0.0224292 Tree=6856 num_leaves=4 num_cat=0 split_feature=133 0 0 split_gain=2.71663 2.63046 1.30528 threshold=-0.15580999999999998 -0.2661949999999999 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7311297043415029e-05 0.00050153668527223286 -2.9076348769676277e-05 0.00043959632024621935 leaf_weight=2.2363485744899663 1.8255110215395678 88.733461401930981 3.8466264636444967 leaf_count=106 16 2068 71 internal_value=0 -1.82767e-05 0.000284887 internal_weight=0 90.559 6.08298 internal_count=2261 2084 177 is_linear=0 shrinkage=0.000439788 Tree=6857 num_leaves=4 num_cat=0 split_feature=133 0 0 split_gain=2.76826 2.64952 1.25415 threshold=-0.15580999999999998 -0.2661949999999999 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010731143559029003 0.025693812640414312 -0.0015805222533053893 0.022491744212045549 leaf_weight=2.1548670877182303 1.810223783366381 87.389481444717603 3.7921534316046737 leaf_count=106 16 2068 71 internal_value=0 -0.00102164 0.0147591 internal_weight=0 89.1997 5.94702 internal_count=2261 2084 177 is_linear=0 shrinkage=0.0224292 Tree=6858 num_leaves=4 num_cat=0 split_feature=133 1 0 split_gain=2.66036 2.97377 1.21462 threshold=-0.15580999999999998 0.10098000000000001 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2051816926913709e-05 -7.9623748932218291e-05 8.5017618829542598e-05 0.00043055759464341424 leaf_weight=2.2169242473428312 57.230020908173174 33.69585967893363 3.8481727287071399 leaf_count=106 1552 532 71 internal_value=0 -1.86049e-05 0.000281778 internal_weight=0 90.9259 6.0651 internal_count=2261 2084 177 is_linear=0 shrinkage=0.000439788 Tree=6859 num_leaves=4 num_cat=0 split_feature=133 0 0 split_gain=2.64815 2.56836 1.20327 threshold=-0.15580999999999998 -0.2661949999999999 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010503826763678631 0.025509804121525141 -0.0015434125618590201 0.022035075862504257 leaf_weight=2.1559353536304116 1.7827258426696051 87.42493860696959 3.7837580776540554 leaf_count=106 16 2068 71 internal_value=0 -0.000997438 0.014446 internal_weight=0 89.2077 5.93969 internal_count=2261 2084 177 is_linear=0 shrinkage=0.0224292 Tree=6860 num_leaves=4 num_cat=0 split_feature=403 16 12 split_gain=3.85796 2.95933 0.0751628 threshold=0.093800000000000008 0.40626000000000007 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3508264502345744e-05 -0.00041264842107653507 0.00024806887627365877 -0.00056029596948054807 leaf_weight=83.803538155090791 1.999667021154891 7.8804331036990325 1.4986879876087185 leaf_count=1929 93 187 82 internal_value=0 -9.2595e-06 -0.000478598 internal_weight=0 91.684 3.49836 internal_count=2291 2116 175 is_linear=0 shrinkage=0.000439788 Tree=6861 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.79121 3.74002 0.0720663 threshold=0.093800000000000008 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018688200937524665 -0.021204114821562776 0.015890635135568286 -0.028693841088977962 leaf_weight=83.822158214159572 1.9576366780456731 6.4033351235775617 1.4736551982496164 leaf_count=1918 93 198 82 internal_value=0 -0.00060533 -0.0245617 internal_weight=0 90.2255 3.43129 internal_count=2291 2116 175 is_linear=0 shrinkage=0.0224292 Tree=6862 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.79623 3.79697 0.0749767 threshold=0.093800000000000008 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6160565307027487e-05 -0.00041217199203183577 0.00031238761227186262 -0.00056004980081647831 leaf_weight=85.103696025558747 1.9913413428876077 6.4880747757342752 1.4889050665806278 leaf_count=1918 93 198 82 internal_value=0 -1.14105e-05 -0.000478147 internal_weight=0 91.5918 3.48025 internal_count=2291 2116 175 is_linear=0 shrinkage=0.000439788 Tree=6863 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.69425 3.65406 0.0715055 threshold=0.093800000000000008 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4587906580646551e-05 -0.00041036896659844239 0.00030940976073575381 -0.00055703635863248516 leaf_weight=84.63172773929 1.9571046651253703 6.40673697888269 1.4495601143207748 leaf_count=1918 93 198 82 internal_value=0 -1.03196e-05 -0.000475534 internal_weight=0 91.0385 3.40666 internal_count=2291 2116 175 is_linear=0 shrinkage=0.000439788 Tree=6864 num_leaves=4 num_cat=0 split_feature=457 457 4 split_gain=2.48299 2.31022 1.14902 threshold=0.078435000000000019 -0.15747999999999998 -0.0016099999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034075810715387278 0.0002941145987149486 -3.7882501705137695e-05 5.0083347989550602e-05 leaf_weight=3.2291422514244905 7.4860971176240128 76.954343316774612 7.4414007287705299 leaf_count=29 113 2037 79 internal_value=0 -2.25564e-05 0.000172684 internal_weight=0 80.1835 14.9275 internal_count=2258 2066 192 is_linear=0 shrinkage=0.000439788 Tree=6865 num_leaves=4 num_cat=0 split_feature=457 457 4 split_gain=2.0572 2.26523 1.2496 threshold=0.078435000000000019 -0.15747999999999998 -0.0016099999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017439080636091255 0.014604212653671365 -0.0018338052188321037 0.0014826721168414911 leaf_weight=3.1788191096857181 7.362845336261671 75.49751487053436 7.2337962538877019 leaf_count=29 113 2037 79 internal_value=0 -0.00105107 0.00811188 internal_weight=0 78.6763 14.5966 internal_count=2258 2066 192 is_linear=0 shrinkage=0.0224292 Tree=6866 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=1.978 2.29565 threshold=-0.53696499999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021575352125193178 -0.01319232320778738 0.0017625011084823189 leaf_weight=2.0012259378563604 5.4756680944738028 85.736085261205517 leaf_count=24 356 1878 internal_value=0 0.000862153 internal_weight=0 91.2118 internal_count=2258 2234 is_linear=0 shrinkage=0.0224292 Tree=6867 num_leaves=4 num_cat=0 split_feature=457 457 4 split_gain=2.06438 2.20232 1.14598 threshold=0.078435000000000019 -0.15747999999999998 -0.0016099999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033360484774003305 0.00027689473962552974 -3.8442416534821645e-05 3.1755349943473826e-05 leaf_weight=3.1862788000144056 7.4222465393249877 77.054148787077793 7.3244656047463632 leaf_count=29 113 2037 79 internal_value=0 -2.35929e-05 0.000155336 internal_weight=0 80.2404 14.7467 internal_count=2258 2066 192 is_linear=0 shrinkage=0.000439788 Tree=6868 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=4.86207 3.14702 2.57595 threshold=0.10954500000000002 1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012203877665971274 0.00025018683618474119 0.0003212509371253345 -6.7267984044397188e-05 leaf_weight=65.98966282798574 13.933629347215176 3.2320209820754817 7.6463107563031363 leaf_count=1887 247 24 140 internal_value=0 -0.000101258 0.000137745 internal_weight=0 69.2217 21.5799 internal_count=2298 1911 387 is_linear=0 shrinkage=0.000439788 Tree=6869 num_leaves=4 num_cat=0 split_feature=1 150 0 split_gain=4.58186 4.04174 1.62621 threshold=0.10954500000000002 -0.22665999999999997 -0.19767999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047717891787032513 -0.00014717729392595757 -0.00011809866275925299 0.00018739895581362868 leaf_weight=2.2635755129158488 3.3148918378865373 66.180489184622274 17.978322671973729 leaf_count=9 29 1902 358 internal_value=0 -9.82841e-05 0.000135227 internal_weight=0 68.4441 21.2932 internal_count=2298 1911 387 is_linear=0 shrinkage=0.000439788 Tree=6870 num_leaves=4 num_cat=0 split_feature=1 150 3 split_gain=4.54394 4.05372 2.56441 threshold=0.10954500000000002 -0.22665999999999997 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047779119231163703 0.00024760415153343772 -0.00011744200102969451 -7.1105267365526357e-05 leaf_weight=2.2708753272891036 13.775192205459463 66.212686522962031 7.5477440856484455 leaf_count=9 247 1902 140 internal_value=0 -9.75768e-05 0.000134827 internal_weight=0 68.4836 21.3229 internal_count=2298 1911 387 is_linear=0 shrinkage=0.000439788 Tree=6871 num_leaves=4 num_cat=0 split_feature=1 150 3 split_gain=4.63948 4.03326 2.47947 threshold=0.10954500000000002 -0.22665999999999997 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047695764587456533 0.00024701579055568733 -0.00011701651618271279 -6.5396022812114877e-05 leaf_weight=2.2684362158179274 13.890127240709264 66.623529642858557 7.5869372745073624 leaf_count=9 247 1902 140 internal_value=0 -9.73317e-05 0.000136694 internal_weight=0 68.892 21.4771 internal_count=2298 1911 387 is_linear=0 shrinkage=0.000439788 Tree=6872 num_leaves=3 num_cat=0 split_feature=457 1456 split_gain=2.90845 2.83178 threshold=0.092360000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047361670586352242 0.00024450519022334197 4.5042709334409905e-06 leaf_weight=2.4470963912535799 9.7091588505427335 84.07642019211562 leaf_count=215 90 1949 internal_value=0 -9.11965e-06 internal_weight=0 86.5235 internal_count=2254 2164 is_linear=0 shrinkage=0.000439788 Tree=6873 num_leaves=3 num_cat=0 split_feature=457 1456 split_gain=2.92394 2.8164 threshold=0.092360000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047372416574862356 0.00024487264603002774 3.7795971342402513e-06 leaf_weight=2.4403033365069851 9.6779574964311887 83.53302627744597 leaf_count=215 90 1949 internal_value=0 -9.87623e-06 internal_weight=0 85.9733 internal_count=2254 2164 is_linear=0 shrinkage=0.000439788 Tree=6874 num_leaves=3 num_cat=0 split_feature=457 123 split_gain=2.9585 2.016 threshold=0.092360000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6783542048962482e-05 0.00024862406385425351 0.00021859022434256019 leaf_weight=79.552514771983624 9.7389135739649628 7.0309545739510204 leaf_count=1993 90 171 internal_value=0 -6.81433e-06 internal_weight=0 86.5835 internal_count=2254 2164 is_linear=0 shrinkage=0.000439788 Tree=6875 num_leaves=3 num_cat=0 split_feature=457 403 split_gain=2.88299 2.02495 threshold=0.092360000000000012 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014985419930912834 0.012523972814778826 0.010594874507555432 leaf_weight=77.521061054358142 9.6294912614102923 7.6337398066534652 leaf_count=1986 90 178 internal_value=0 -0.00041229 internal_weight=0 85.1548 internal_count=2254 2164 is_linear=0 shrinkage=0.0224292 Tree=6876 num_leaves=3 num_cat=0 split_feature=1447 129 split_gain=1.9573 2.08922 threshold=-0.086059999999999984 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020178254683488737 7.7305621335676953e-05 0.016571751940462093 leaf_weight=2.6793035669616065 88.354241323371753 4.020654773739806 leaf_count=94 2054 138 internal_value=0 0.000798509 internal_weight=0 92.3749 internal_count=2286 2192 is_linear=0 shrinkage=0.0224292 Tree=6877 num_leaves=3 num_cat=0 split_feature=1447 129 split_gain=1.87786 2.00346 threshold=-0.086059999999999984 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019792724120503775 7.5572327806253212e-05 0.016251207840470842 leaf_weight=2.6706973525142521 88.353969114354186 4.0085163469775571 leaf_count=94 2054 138 internal_value=0 0.000780806 internal_weight=0 92.3625 internal_count=2286 2192 is_linear=0 shrinkage=0.0224292 Tree=6878 num_leaves=3 num_cat=0 split_feature=15 484 split_gain=1.91087 2.84753 threshold=-0.4680149999999999 0.08764000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039552697010331657 3.5116965286422836e-05 -0.00028928792285950187 leaf_weight=2.6169806397447237 88.071846077567898 5.5448793762789128 leaf_count=84 2029 173 internal_value=0 1.58475e-05 internal_weight=0 93.6167 internal_count=2286 2202 is_linear=0 shrinkage=0.000439788 Tree=6879 num_leaves=3 num_cat=0 split_feature=15 484 split_gain=1.86026 2.90599 threshold=-0.4680149999999999 0.08764000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020132031771269418 0.001766949602583375 -0.015039626111780405 leaf_weight=2.5458809582778477 87.005574874525337 5.4838540440323404 leaf_count=84 2029 173 internal_value=0 0.000767561 internal_weight=0 92.4894 internal_count=2286 2202 is_linear=0 shrinkage=0.0224292 Tree=6880 num_leaves=4 num_cat=0 split_feature=0 52 13 split_gain=4.10252 2.28876 1.75507 threshold=-0.020899999999999998 0.16180500000000003 0.11391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6836338402809242e-05 8.8478264555675478e-05 -0.00032374808211895969 0.00038769131880000203 leaf_weight=73.578137974378478 10.930456028501796 5.3706607015083128 5.799390419619157 leaf_count=1766 221 250 36 internal_value=0 -4.71078e-05 0.000192524 internal_weight=0 78.9488 16.7298 internal_count=2273 2016 257 is_linear=0 shrinkage=0.000439788 Tree=6881 num_leaves=4 num_cat=0 split_feature=0 457 13 split_gain=4.27025 2.5689 1.70616 threshold=-0.020899999999999998 0.092360000000000012 0.11391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6887776608889607e-05 9.1895749196871425e-05 0.00018676796156263644 0.0003872716200335788 leaf_weight=70.551212811653386 10.897393616709453 7.9348724870360448 5.7878820568439542 leaf_count=1932 221 84 36 internal_value=0 -5.01935e-05 0.000194683 internal_weight=0 78.4861 16.6853 internal_count=2273 2016 257 is_linear=0 shrinkage=0.000439788 Tree=6882 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.77495 3.63059 threshold=-0.14917999999999998 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013101854137238545 -0.00051828563243470124 -0.023581227798096162 leaf_weight=7.0976088717579833 83.899149792925527 3.561301928399188 leaf_count=65 1898 310 internal_value=0 -0.00146233 internal_weight=0 87.4605 internal_count=2273 2208 is_linear=0 shrinkage=0.0224292 Tree=6883 num_leaves=4 num_cat=0 split_feature=0 457 13 split_gain=4.38831 2.60861 1.69306 threshold=-0.020899999999999998 0.092360000000000012 0.11391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7327511841839867e-05 9.5167884443472648e-05 0.00018766816747805811 0.00038885149448458138 leaf_weight=70.940363898891519 10.970134717899784 7.9760792726738137 5.8017165047931476 leaf_count=1932 221 84 36 internal_value=0 -5.05055e-05 0.000197086 internal_weight=0 78.9164 16.7719 internal_count=2273 2016 257 is_linear=0 shrinkage=0.000439788 Tree=6884 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=2.36636 2.79576 1.94215 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017893031488123833 -0.016675790051904008 0.0021024819117578994 0.0075706593054706882 leaf_weight=6.0374987258546735 4.1798476003204987 79.620362638010192 1.9937731971658648 leaf_count=492 159 1524 80 internal_value=0 0.00116226 -0.0115687 internal_weight=0 83.8002 8.03127 internal_count=2255 1683 572 is_linear=0 shrinkage=0.0224292 Tree=6885 num_leaves=4 num_cat=0 split_feature=1213 475 1 split_gain=2.87265 2.67105 0.269742 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.07635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024504890099060653 -0.016490015054433683 0.0017326017498211182 -0.011811130067892556 leaf_weight=2.1595153603284412 4.232659848759794 83.856517787311532 1.4762161378457674 leaf_count=269 162 1742 82 internal_value=0 0.000853627 -0.0194395 internal_weight=0 88.0892 3.63573 internal_count=2255 1904 351 is_linear=0 shrinkage=0.0224292 Tree=6886 num_leaves=4 num_cat=0 split_feature=1213 475 1 split_gain=2.78613 2.56329 0.27286 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.07635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024457493722091338 -0.016195948090589087 0.0016939377488802282 -0.011622432913076415 leaf_weight=2.1157009704438674 4.2134198151143201 83.847304589957275 1.466951278329361 leaf_count=269 162 1742 82 internal_value=0 0.00083464 -0.0192915 internal_weight=0 88.0607 3.58265 internal_count=2255 1904 351 is_linear=0 shrinkage=0.0224292 Tree=6887 num_leaves=4 num_cat=0 split_feature=1213 475 1 split_gain=2.70198 2.45952 0.27592 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.07635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024410676554547667 -0.015904340200149393 0.0016561314441585035 -0.011434936674984639 leaf_weight=2.0727349445496652 4.1949982187070409 83.838363338945783 1.4579781116190131 leaf_count=269 162 1742 82 internal_value=0 0.000816066 -0.0191428 internal_weight=0 88.0334 3.53071 internal_count=2255 1904 351 is_linear=0 shrinkage=0.0224292 Tree=6888 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.48003 3.67864 3.35307 threshold=0.099515000000000006 -0.23070499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014725458534087138 -0.00022337461745751665 0.0001967395375635942 -0.00010897434816694222 leaf_weight=12.352655622218661 4.6400584600633001 30.011526819616847 49.012905318708363 leaf_count=139 42 541 1564 internal_value=0 0.000140392 -5.73667e-05 internal_weight=0 34.6516 61.3656 internal_count=2286 583 1703 is_linear=0 shrinkage=0.000439788 Tree=6889 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.22452 3.76508 3.39322 threshold=0.099515000000000006 -0.23070499999999997 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048665093571461796 -0.011936419333250688 0.0098580975927940739 0.011499177093560934 leaf_weight=53.666168064950398 4.591507125645875 29.595494159286318 7.2136713606450931 leaf_count=1544 42 541 159 internal_value=0 0.00692594 -0.00292434 internal_weight=0 34.187 60.8798 internal_count=2286 583 1703 is_linear=0 shrinkage=0.0224292 Tree=6890 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=4.04663 3.25029 2.89659 threshold=0.099515000000000006 -0.12077499999999998 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0074548297828611132 0.0097630031808501015 -0.0054622246461962197 -0.0075685651500884028 leaf_weight=12.255901361997529 28.246939773584018 48.606254291864389 5.8413145309314123 leaf_count=139 520 1564 63 internal_value=0 -0.00285958 0.00679052 internal_weight=0 60.8622 34.0883 internal_count=2286 1703 583 is_linear=0 shrinkage=0.0224292 Tree=6891 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=3.87657 3.58478 3.25286 threshold=0.099515000000000006 -0.23070499999999997 0.092660000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047052631914960581 -0.011767727680627473 0.009530117796791247 0.011316484427848916 leaf_weight=53.555682403264655 4.5799429353792211 29.418504350316653 7.2175641676367368 leaf_count=1544 42 541 159 internal_value=0 0.00665608 -0.00279953 internal_weight=0 33.9984 60.7732 internal_count=2286 583 1703 is_linear=0 shrinkage=0.0224292 Tree=6892 num_leaves=4 num_cat=0 split_feature=484 457 1 split_gain=3.57703 2.73927 1.23302 threshold=-1.0000000180025095e-35 -0.0046349999999999994 0.11706000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02483156843673312 -0.013217432335001432 0.0013779834404497044 -0.0025598943717838707 leaf_weight=4.0409367940665097 7.0466274446516755 76.563819426619375 1.8140169674297792 leaf_count=352 122 1820 30 internal_value=0 0.000145156 -0.017962 internal_weight=0 83.6104 5.85495 internal_count=2324 1942 382 is_linear=0 shrinkage=0.0224292 Tree=6893 num_leaves=4 num_cat=0 split_feature=484 4 1 split_gain=3.52154 2.80389 1.25744 threshold=-1.0000000180025095e-35 0.27772500000000006 0.11706000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047961824997442214 -2.5096364304993526e-05 0.00021422520770666213 -4.2827983583937254e-05 leaf_weight=4.0955363558969102 74.481354000503416 10.8281062625756 1.852801715605892 leaf_count=352 1707 235 30 internal_value=0 5.32123e-06 -0.000344138 internal_weight=0 85.3095 5.94834 internal_count=2324 1942 382 is_linear=0 shrinkage=0.000439788 Tree=6894 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=3.32021 2.53508 threshold=-1.0000000180025095e-35 0.090300000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025820906349208424 0.0015203135959090263 -0.0084895731752301692 leaf_weight=2.6161192186846156 71.330883127768175 15.47248901833518 leaf_count=226 1635 463 internal_value=0 -0.000265398 internal_weight=0 86.8034 internal_count=2324 2098 is_linear=0 shrinkage=0.0224292 Tree=6895 num_leaves=4 num_cat=0 split_feature=484 4 1 split_gain=3.48393 2.85569 1.26871 threshold=-1.0000000180025095e-35 0.27772500000000006 0.11706000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048189841282663412 -2.6856070142880895e-05 0.00021459982337323303 -4.298852507165347e-05 leaf_weight=4.0571199927871922 74.316306400694884 10.838453084019418 1.8586091847391797 leaf_count=352 1707 235 30 internal_value=0 3.91752e-06 -0.000344583 internal_weight=0 85.1548 5.91573 internal_count=2324 1942 382 is_linear=0 shrinkage=0.000439788 Tree=6896 num_leaves=4 num_cat=0 split_feature=4 2 4 split_gain=3.49185 4.36976 3.00107 threshold=-0.21586499999999997 0.096685000000000007 -0.083954999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9147230219842884e-05 0.00024989434153836542 -0.00047087931307873519 -9.5743106348587476e-06 leaf_weight=4.8357910903869179 9.7596181064182002 6.5809552572900429 72.859235772479224 leaf_count=55 298 130 1809 internal_value=0 -0.000238161 2.11269e-05 internal_weight=0 11.4167 82.6189 internal_count=2292 185 2107 is_linear=0 shrinkage=0.000439788 Tree=6897 num_leaves=4 num_cat=0 split_feature=4 2 4 split_gain=3.7186 4.29873 3.07656 threshold=-0.21586499999999997 0.096685000000000007 -0.083954999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036004208122136687 0.013122769767489937 -0.024490110651444241 -0.00040262891916604328 leaf_weight=4.7507886530656815 9.5751263852907851 6.4440294210216962 71.585843079375991 leaf_count=55 298 130 1809 internal_value=0 -0.0125834 0.00119577 internal_weight=0 11.1948 81.161 internal_count=2292 185 2107 is_linear=0 shrinkage=0.0224292 Tree=6898 num_leaves=4 num_cat=0 split_feature=4 2 4 split_gain=3.55934 4.11917 2.94016 threshold=-0.21586499999999997 0.096685000000000007 -0.083954999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035225202893069984 0.012828206537762435 -0.023992869217929817 -0.00039359568634278762 leaf_weight=4.7474000517104269 9.5757304624603403 6.4305999603238888 71.586718722081059 leaf_count=55 298 130 1809 internal_value=0 -0.0123207 0.00116899 internal_weight=0 11.178 81.1624 internal_count=2292 185 2107 is_linear=0 shrinkage=0.0224292 Tree=6899 num_leaves=4 num_cat=0 split_feature=42 49 148 split_gain=2.96195 4.90585 4.20179 threshold=0.091695000000000013 -0.0058449999999999986 -0.080634999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041331516188428764 0.00021808839886995314 -0.00037137557049701032 4.9133667849879808e-05 leaf_weight=3.9790073172771363 3.848499711835756 9.2965845462240377 76.736921638963395 leaf_count=70 51 447 1724 internal_value=0 -0.000198732 2.62442e-05 internal_weight=0 13.1451 80.7159 internal_count=2292 498 1794 is_linear=0 shrinkage=0.000439788 Tree=6900 num_leaves=4 num_cat=0 split_feature=15 11 1 split_gain=2.11354 2.66258 0.581982 threshold=-0.39235499999999995 0.087830000000000005 0.11374000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044266163094706489 4.610483011240765e-05 -0.00036777945872039109 0.00016558773075403427 leaf_weight=2.9106588838621965 88.597797350299516 3.0929023503940689 3.0086715945508331 leaf_count=21 2051 73 124 internal_value=0 3.20701e-05 0.000302816 internal_weight=0 91.6907 5.91933 internal_count=2269 2124 145 is_linear=0 shrinkage=0.000439788 Tree=6901 num_leaves=4 num_cat=0 split_feature=15 12 1 split_gain=2.04063 2.42887 0.588619 threshold=-0.39235499999999995 0.10700500000000002 0.11374000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022502544930812465 0.0023315238874179393 -0.016151866380708091 0.0081561924577864767 leaf_weight=2.857941936235874 87.269587231465266 3.7104603669358758 2.9463807692736736 leaf_count=21 1946 178 124 internal_value=0 0.00157448 0.0152707 internal_weight=0 90.98 5.80432 internal_count=2269 2124 145 is_linear=0 shrinkage=0.0224292 Tree=6902 num_leaves=4 num_cat=0 split_feature=15 11 1 split_gain=2.05763 2.60564 0.578922 threshold=-0.39235499999999995 0.087830000000000005 0.11374000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044000153317187544 4.3796412041317006e-05 -0.00036716497871596234 0.00016210219003585951 leaf_weight=2.8524329815991214 88.694882393619991 3.0688898028602116 3.0004792234685738 leaf_count=21 2051 73 124 internal_value=0 2.9979e-05 0.000298527 internal_weight=0 91.7638 5.85291 internal_count=2269 2124 145 is_linear=0 shrinkage=0.000439788 Tree=6903 num_leaves=4 num_cat=0 split_feature=15 11 1 split_gain=1.98017 2.63405 0.586381 threshold=-0.39235499999999995 0.087830000000000005 0.11374000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022410545509142454 0.0022516161173547398 -0.018874798876926793 0.0080121776438217083 leaf_weight=2.8057162878103545 87.916310954855362 3.0536937272245259 2.9343888529692777 leaf_count=21 2051 73 124 internal_value=0 0.00153863 0.0151009 internal_weight=0 90.97 5.74011 internal_count=2269 2124 145 is_linear=0 shrinkage=0.0224292 Tree=6904 num_leaves=4 num_cat=0 split_feature=4 3 16 split_gain=2.92923 5.40165 2.50765 threshold=0.0055300000000000011 0.11429000000000002 -0.074319999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0052108045153024382 0.00065230106811254749 0.017387234394472342 0.011751300771566846 leaf_weight=45.949518502822684 24.072135143997002 5.9990808545262544 17.806616027548444 leaf_count=1554 432 69 240 internal_value=0 -0.00259573 0.00537474 internal_weight=0 51.9486 41.8788 internal_count=2295 1623 672 is_linear=0 shrinkage=0.0224292 Tree=6905 num_leaves=4 num_cat=0 split_feature=4 3 16 split_gain=2.80352 5.20271 2.40777 threshold=0.0055300000000000011 0.10561500000000001 -0.074319999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005637527811562619 0.00063776406499734429 0.013751775643111468 0.011523239559083779 leaf_weight=43.580897974477921 24.069073048627615 8.2662744323315547 17.752736750677286 leaf_count=1538 432 85 240 internal_value=0 -0.00254226 0.00526164 internal_weight=0 51.8472 41.8218 internal_count=2295 1623 672 is_linear=0 shrinkage=0.0224292 Tree=6906 num_leaves=4 num_cat=0 split_feature=4 4 484 split_gain=2.91011 4.48114 2.37077 threshold=0.0055300000000000011 -0.0016099999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7305271973192128e-06 -0.00020975931521025125 -0.00043974251211723476 0.00013831856087254756 leaf_weight=47.404175765754189 4.1847584941097002 5.1558060649131212 38.103556311561988 leaf_count=1495 115 128 557 internal_value=0 -5.11544e-05 0.000103794 internal_weight=0 52.56 42.2883 internal_count=2295 1623 672 is_linear=0 shrinkage=0.000439788 Tree=6907 num_leaves=4 num_cat=0 split_feature=1 2 48 split_gain=2.85232 3.51368 2.90657 threshold=0.10384000000000002 0.084055000000000005 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011128713404618247 0.00018804501761453927 -0.00010828870710482729 -0.00016608090846769767 leaf_weight=20.814982551688445 25.331804508517966 43.566349521546726 5.4302702518180004 leaf_count=469 466 1303 57 internal_value=0 -3.72862e-05 0.000125469 internal_weight=0 64.3813 30.7621 internal_count=2295 1772 523 is_linear=0 shrinkage=0.000439788 Tree=6908 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=3.25781 4.08483 2.70184 threshold=0.099325000000000011 -0.09576999999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016904530781455523 0.009545115980650578 -0.0015855616079433128 -0.003924706104267003 leaf_weight=10.890918989518466 19.616804552140824 44.39358346076915 12.098829040565759 leaf_count=268 403 1408 149 internal_value=0 -0.00460816 0.0044074 internal_weight=0 55.2845 31.7156 internal_count=2228 1676 552 is_linear=0 shrinkage=0.0224292 Tree=6909 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=3.29318 3.80827 2.59262 threshold=0.099325000000000011 -0.09576999999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032251875316983931 0.00018502023546513888 -3.3288166458775465e-05 -7.2332747378363446e-05 leaf_weight=10.937662644419104 19.809991644244292 44.862998191751103 12.234337221001622 leaf_count=268 403 1408 149 internal_value=0 -9.00721e-05 8.67798e-05 internal_weight=0 55.8007 32.0443 internal_count=2228 1676 552 is_linear=0 shrinkage=0.000439788 Tree=6910 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=3.11903 3.91959 2.5917 threshold=0.099325000000000011 -0.09576999999999998 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016580918923478478 0.0093694090168423873 -0.0015525407899642657 -0.003831004191161484 leaf_weight=10.850445804226181 19.537117961735934 44.391900032747799 12.105524818820411 leaf_count=268 403 1408 149 internal_value=0 -0.00450905 0.00432006 internal_weight=0 55.2423 31.6426 internal_count=2228 1676 552 is_linear=0 shrinkage=0.0224292 Tree=6911 num_leaves=4 num_cat=0 split_feature=42 42 48 split_gain=2.7051 3.00623 2.6261 threshold=-1.0000000180025095e-35 -0.10786499999999999 -0.088899999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052350635183885594 -0.017091302232727444 -0.019055136980585467 0.0013131700647747199 leaf_weight=3.7633061438655204 4.108104790095239 7.9728552864580688 70.913233429000684 leaf_count=134 45 488 1561 internal_value=0 -0.0112704 0.000301265 internal_weight=0 11.7362 75.0213 internal_count=2228 622 1606 is_linear=0 shrinkage=0.0224292 Tree=6912 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=3.18646 5.66179 3.56285 threshold=-0.065034999999999996 0.091545000000000015 0.086845000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055947161597210641 0.0048499993716795047 -0.021314232026227214 -0.022042902875122606 leaf_weight=12.766097252693728 71.243929867838233 4.3999338104113113 5.5628387238830319 leaf_count=191 1694 325 56 internal_value=0 0.00332313 -0.00709585 internal_weight=0 75.6439 18.3289 internal_count=2266 2019 247 is_linear=0 shrinkage=0.0224292 Tree=6913 num_leaves=4 num_cat=0 split_feature=49 15 2 split_gain=2.91022 5.56356 1.76166 threshold=-0.065034999999999996 0.091545000000000015 0.091315000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030217479857640937 9.2719438628502881e-05 -0.00041120987754764859 -2.3781811065049166e-05 leaf_weight=7.1291710779187296 72.068817819286778 4.4832947214254082 11.429295523761537 leaf_count=125 1694 325 122 internal_value=0 6.31115e-05 -0.000130926 internal_weight=0 76.5521 18.5585 internal_count=2266 2019 247 is_linear=0 shrinkage=0.000439788 Tree=6914 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=2.80637 5.52548 3.44233 threshold=-0.065034999999999996 0.091545000000000015 0.086845000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.9529901863013001e-06 8.6105129824634051e-05 -0.00041517066033833032 -0.00041965818236756132 leaf_weight=13.08386742664152 72.800153808422692 4.4980851339278152 5.6337279602885237 leaf_count=191 1694 325 56 internal_value=0 5.68399e-05 -0.000132871 internal_weight=0 77.2982 18.7176 internal_count=2266 2019 247 is_linear=0 shrinkage=0.000439788 Tree=6915 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=3.03459 5.44994 3.40474 threshold=-0.065034999999999996 0.091545000000000015 0.086845000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054098390105570692 0.0047313503600194618 -0.021062458345803906 -0.02154391452081587 leaf_weight=12.775805484910963 71.27146881038243 4.3549274647939447 5.5597634696168816 leaf_count=191 1694 325 56 internal_value=0 0.00324108 -0.00692534 internal_weight=0 75.6264 18.3356 internal_count=2266 2019 247 is_linear=0 shrinkage=0.0224292 Tree=6916 num_leaves=4 num_cat=0 split_feature=401 156 2 split_gain=2.59783 2.37158 0.63488 threshold=0.083100000000000021 0.091255000000000017 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.923310019818942e-05 -0.0004795282722573845 -0.000238192304171989 -0.00011197241454692897 leaf_weight=80.222889677957937 2.2464049521659031 5.5247728939993968 1.5423730883121605 leaf_count=1778 137 193 76 internal_value=0 4.0021e-05 -0.000331212 internal_weight=0 85.7477 3.78878 internal_count=2184 1971 213 is_linear=0 shrinkage=0.000439788 Tree=6917 num_leaves=4 num_cat=0 split_feature=401 156 2 split_gain=2.59604 2.43705 0.617415 threshold=0.083100000000000021 0.091255000000000017 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031834396606385111 -0.024527024616823368 -0.012382294286583582 -0.0057424836880568758 leaf_weight=79.025906708064213 2.1938419381549461 5.3874325462838888 1.4860145673737859 leaf_count=1778 137 193 76 internal_value=0 0.00218743 -0.0170102 internal_weight=0 84.4133 3.67986 internal_count=2184 1971 213 is_linear=0 shrinkage=0.0224292 Tree=6918 num_leaves=4 num_cat=0 split_feature=401 156 2 split_gain=2.50756 2.33189 0.6162 threshold=0.083100000000000021 0.091255000000000017 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031129033578254891 -0.024465031856679795 -0.012124354725813557 -0.0056209220841090327 leaf_weight=79.004606945050909 2.1506060881292792 5.3791428044187333 1.4845310603777759 leaf_count=1778 137 193 76 internal_value=0 0.00213906 -0.016839 internal_weight=0 84.3837 3.63514 internal_count=2184 1971 213 is_linear=0 shrinkage=0.0224292 Tree=6919 num_leaves=3 num_cat=0 split_feature=9 156 split_gain=2.43467 2.44212 threshold=0.091600000000000015 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015205022967214876 0.019695563767644832 -0.014635142755682517 leaf_weight=79.497273054963443 3.4654189826978827 4.9841252695823632 leaf_count=1943 48 193 internal_value=0 0.000564281 internal_weight=0 84.4814 internal_count=2184 2136 is_linear=0 shrinkage=0.0224292 Tree=6920 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=3.53379 2.52695 threshold=0.086470000000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5426706605665667e-07 0.00029503211576298007 -0.00022049555965837343 leaf_weight=77.456356877040889 7.0083863602485499 11.563614088825487 leaf_count=1688 72 506 internal_value=0 -2.89046e-05 internal_weight=0 89.02 internal_count=2266 2194 is_linear=0 shrinkage=0.000439788 Tree=6921 num_leaves=4 num_cat=0 split_feature=401 41 2 split_gain=2.24967 2.08666 0.655501 threshold=0.076785000000000006 0.078475000000000017 0.088995000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012217979711733442 -0.02461307532253719 -0.013615590744709173 -0.0053284470756737529 leaf_weight=85.83771620650441 2.3155964920952097 5.0296218088333253 1.4505413911683716 leaf_count=1945 149 93 79 internal_value=0 0.000397842 -0.0172499 internal_weight=0 90.8673 3.76614 internal_count=2266 2038 228 is_linear=0 shrinkage=0.0224292 Tree=6922 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.33181 2.12291 threshold=0.086470000000000005 -0.24986499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041279943427231433 0.00028737968240183809 -1.6996263449259801e-05 leaf_weight=2.6844103597104541 6.9197313091717652 85.932002092442417 leaf_count=17 72 2177 internal_value=0 -2.90725e-05 internal_weight=0 88.6164 internal_count=2266 2194 is_linear=0 shrinkage=0.000439788 Tree=6923 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=3.30905 2.44498 threshold=0.086470000000000005 0.088575000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.0695945830214419e-05 0.014693784645471318 -0.011180999625063876 leaf_weight=76.396985532124745 6.8470179651048957 11.345657447780466 leaf_count=1688 72 506 internal_value=0 -0.00147462 internal_weight=0 87.7426 internal_count=2266 2194 is_linear=0 shrinkage=0.0224292 Tree=6924 num_leaves=3 num_cat=0 split_feature=403 3 split_gain=2.86402 2.05124 threshold=-0.092224999999999988 -0.10106999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021642902586278972 0.0080950690003147863 7.229483440137629e-05 leaf_weight=2.6456240098996195 20.928117011597351 68.329741141333216 leaf_count=265 287 1764 internal_value=0 0.00195471 internal_weight=0 89.2579 internal_count=2316 2051 is_linear=0 shrinkage=0.0224292 Tree=6925 num_leaves=3 num_cat=0 split_feature=403 42 split_gain=2.78382 2.63838 threshold=-0.092224999999999988 -0.11377999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021565832270678761 -0.021527930977332101 0.002545942506375055 leaf_weight=2.5961543150187927 2.3332296796561414 86.881644622979366 leaf_count=265 115 1936 internal_value=0 0.00191187 internal_weight=0 89.2149 internal_count=2316 2051 is_linear=0 shrinkage=0.0224292 Tree=6926 num_leaves=3 num_cat=0 split_feature=403 42 split_gain=2.70561 2.52587 threshold=-0.092224999999999988 -0.11377999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021486985855036649 -0.021085399566874132 0.0024892210568016378 leaf_weight=2.5478530982727525 2.3292149600210896 86.868891849007923 leaf_count=265 115 1936 internal_value=0 0.00186924 internal_weight=0 89.1981 internal_count=2316 2051 is_linear=0 shrinkage=0.0224292 Tree=6927 num_leaves=3 num_cat=0 split_feature=403 42 split_gain=2.67587 2.38217 threshold=-0.092224999999999988 -0.11377999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041961899406873338 -0.00040002561043039539 4.7846176346959756e-05 leaf_weight=2.5443474450803469 2.3399728710455738 87.402987647814371 leaf_count=265 115 1936 internal_value=0 3.60857e-05 internal_weight=0 89.743 internal_count=2316 2051 is_linear=0 shrinkage=0.000439788 Tree=6928 num_leaves=3 num_cat=0 split_feature=13 483 split_gain=3.98822 3.44755 threshold=-0.47365999999999991 0.088070000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042591722659230953 9.5119284711336143e-06 -0.00044544450193936911 leaf_weight=4.2855409899930228 86.586208784465271 3.3268830816341497 leaf_count=58 1988 199 internal_value=0 -7.41294e-06 internal_weight=0 89.9131 internal_count=2245 2187 is_linear=0 shrinkage=0.000439788 Tree=6929 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=3.84867 3.03944 threshold=-0.47365999999999991 0.12642000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021579181275124568 0.00073929890186371001 -0.0160466092340915 leaf_weight=4.1957707578694672 83.221942436516656 5.7860101050464428 leaf_count=58 2101 86 internal_value=0 -0.000355085 internal_weight=0 89.008 internal_count=2245 2187 is_linear=0 shrinkage=0.0224292 Tree=6930 num_leaves=3 num_cat=0 split_feature=13 483 split_gain=3.87783 3.33818 threshold=-0.47365999999999991 0.088070000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042027150242504336 8.6675350654433312e-06 -0.00043874977082573115 leaf_weight=4.2660891458217511 87.222287617729307 3.3300438453879897 leaf_count=58 1988 199 internal_value=0 -7.87516e-06 internal_weight=0 90.5523 internal_count=2245 2187 is_linear=0 shrinkage=0.000439788 Tree=6931 num_leaves=3 num_cat=0 split_feature=13 483 split_gain=3.73202 3.36965 threshold=-0.47365999999999991 0.088070000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02138997517983476 0.00050558853271569107 -0.022640186174792697 leaf_weight=4.1395489616552359 85.787057644167362 3.2663093885057597 leaf_count=58 1988 199 internal_value=0 -0.000348025 internal_weight=0 89.0534 internal_count=2245 2187 is_linear=0 shrinkage=0.0224292 Tree=6932 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=2.99903 2.53646 threshold=-0.53696499999999991 0.079410000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030276331099931528 0.00076160749977150031 -0.011380929475731074 leaf_weight=1.7148470753454592 83.031192127047689 9.6421097717047797 leaf_count=22 1819 433 internal_value=0 -0.000503835 internal_weight=0 92.6733 internal_count=2274 2252 is_linear=0 shrinkage=0.0224292 Tree=6933 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=2.62312 2.55622 threshold=-0.53696499999999991 0.079410000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054933359568564051 1.2528271475681137e-05 -0.00022363917385415766 leaf_weight=1.7740191145567212 84.114718470291336 9.8892244525122788 leaf_count=22 1819 433 internal_value=0 -1.23569e-05 internal_weight=0 94.0039 internal_count=2274 2252 is_linear=0 shrinkage=0.000439788 Tree=6934 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=2.78098 2.53284 threshold=-0.53696499999999991 0.079410000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056404826232974098 1.6098592346545502e-05 -0.00021894225247308296 leaf_weight=1.7567667197436083 84.558102631288421 9.8872244188187306 leaf_count=22 1819 433 internal_value=0 -8.54647e-06 internal_weight=0 94.4453 internal_count=2274 2252 is_linear=0 shrinkage=0.000439788 Tree=6935 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=2.82861 2.43392 threshold=-0.53696499999999991 0.079410000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029264852957534507 0.00074343344824734088 -0.011166387774142361 leaf_weight=1.732480062462854 83.076072559149907 9.6139101734570414 leaf_count=22 1819 433 internal_value=0 -0.000493912 internal_weight=0 92.69 internal_count=2274 2252 is_linear=0 shrinkage=0.0224292 Tree=6936 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=5.59795 3.79831 threshold=0.17769000000000004 0.088495000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2689305786510525e-05 -0.00043941595648433539 -0.00030952312715634532 leaf_weight=78.559436313307742 5.8286692553410822 6.7983382437960236 leaf_count=1818 122 328 internal_value=0 5.3706e-06 internal_weight=0 85.3578 internal_count=2268 2146 is_linear=0 shrinkage=0.000439788 Tree=6937 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=5.54214 3.70999 threshold=0.17769000000000004 0.088495000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3808630404505404e-05 -0.00043457576605227476 -0.00030366453443787469 leaf_weight=79.07891331222163 5.8561098638019748 6.8268410985911023 leaf_count=1818 122 328 internal_value=0 6.92847e-06 internal_weight=0 85.9058 internal_count=2268 2146 is_linear=0 shrinkage=0.000439788 Tree=6938 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=5.22341 3.64975 threshold=0.17769000000000004 0.088495000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.8430460687374767e-05 -0.00042516374956608931 -0.00030501782157625157 leaf_weight=79.480166465122238 5.9027756229843353 6.8807580829306962 leaf_count=1818 122 328 internal_value=0 1.80161e-06 internal_weight=0 86.3609 internal_count=2268 2146 is_linear=0 shrinkage=0.000439788 Tree=6939 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=5.58155 3.78641 threshold=0.17769000000000004 0.088495000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3533002915492411e-05 -0.00043675400993746803 -0.000307842249080829 leaf_weight=78.991694606935198 5.854752711740729 6.8081420388771212 leaf_count=1818 122 328 internal_value=0 6.38272e-06 internal_weight=0 85.7998 internal_count=2268 2146 is_linear=0 shrinkage=0.000439788 Tree=6940 num_leaves=4 num_cat=0 split_feature=42 123 132 split_gain=2.05453 1.7009 1.45834 threshold=-0.091229999999999992 0.088120000000000018 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5193347578394232e-05 -4.5923462058746517e-05 0.00023982779467689896 0.00043520151544871059 leaf_weight=6.6004967347816983 87.8067187193883 4.2038152054228695 2.9817802016623318 leaf_count=194 1974 116 50 internal_value=0 -3.28209e-05 0.000180968 internal_weight=0 92.0105 9.58228 internal_count=2334 2090 244 is_linear=0 shrinkage=0.000439788 Tree=6941 num_leaves=4 num_cat=0 split_feature=39 43 40 split_gain=2.02307 2.2349 2.15111 threshold=0.085245000000000015 -0.042754999999999994 -0.080884999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039854776983761251 0.00030405569898403413 -0.0001591267647611614 -1.8894765671546696e-05 leaf_weight=2.9647371312603346 7.2826770885367296 2.7688884618401044 88.630278826152789 leaf_count=40 185 65 2044 internal_value=0 0.000176404 -3.12638e-05 internal_weight=0 10.0516 91.595 internal_count=2334 250 2084 is_linear=0 shrinkage=0.000439788 Tree=6942 num_leaves=4 num_cat=0 split_feature=39 43 40 split_gain=2.24506 2.15059 2.04988 threshold=0.085245000000000015 -0.042754999999999994 -0.080884999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039120324028782356 0.00030843273706733428 -0.00014418516391328539 -2.1922016891123599e-05 leaf_weight=2.9868228954728684 7.3497999232859001 2.7895344547796395 88.829893216852724 leaf_count=40 185 65 2044 internal_value=0 0.000183871 -3.40137e-05 internal_weight=0 10.1393 91.8167 internal_count=2334 250 2084 is_linear=0 shrinkage=0.000439788 Tree=6943 num_leaves=4 num_cat=0 split_feature=42 128 52 split_gain=2.04758 1.92196 1.76225 threshold=-0.091229999999999992 0.086435000000000012 0.13584000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015984617023686191 -0.0026807442836908417 -0.0061226233341974117 0.0068825220340067769 leaf_weight=6.6573533335322264 79.584373619858525 2.799362609110176 11.019162349442921 leaf_count=147 1828 97 262 internal_value=0 0.00944131 -0.00151646 internal_weight=0 9.45672 90.6035 internal_count=2334 244 2090 is_linear=0 shrinkage=0.0224292 Tree=6944 num_leaves=4 num_cat=0 split_feature=3 13 4 split_gain=3.62757 4.19525 2.14934 threshold=-0.10628499999999998 -0.53696499999999991 0.25025000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0611000470991782e-05 -0.00078528573963660244 -3.150540188311624e-05 0.0003558893858067241 leaf_weight=14.333818980987418 1.4378858691779886 72.199563289925209 7.1329990411904864 leaf_count=231 21 1938 68 internal_value=0 -4.64239e-05 0.000158955 internal_weight=0 73.6374 21.4668 internal_count=2258 1959 299 is_linear=0 shrinkage=0.000439788 Tree=6945 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.82349 3.37282 threshold=-0.5149999999999999 0.092805000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064177640141907467 -2.8943172612773549e-05 0.00018278256273446917 leaf_weight=1.7450334372697387 75.714483369254594 17.994704505530535 leaf_count=37 1971 250 internal_value=0 1.17429e-05 internal_weight=0 93.7092 internal_count=2258 2221 is_linear=0 shrinkage=0.000439788 Tree=6946 num_leaves=4 num_cat=0 split_feature=3 133 47 split_gain=3.59643 3.9869 2.22807 threshold=-0.10628499999999998 0.083810000000000009 0.079855000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004087590390868626 -0.005275891789271952 0.0071398262384164924 0.021209892292659512 leaf_weight=16.180159369996549 55.450446237973665 16.980645982246642 4.9926384919090188 leaf_count=258 1284 675 41 internal_value=0 -0.00236405 0.00814058 internal_weight=0 72.4311 21.1728 internal_count=2258 1959 299 is_linear=0 shrinkage=0.0224292 Tree=6947 num_leaves=4 num_cat=0 split_feature=3 133 47 split_gain=3.44575 3.81012 1.98114 threshold=-0.10628499999999998 0.083810000000000009 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041323714461685788 -0.0051580481680192003 0.0069785563560915967 0.020252733647340593 leaf_weight=16.085586027387766 55.44566363722879 16.983798661695801 5.023049986572004 leaf_count=255 1284 675 44 internal_value=0 -0.00231108 0.00798324 internal_weight=0 72.4295 21.1086 internal_count=2258 1959 299 is_linear=0 shrinkage=0.0224292 Tree=6948 num_leaves=4 num_cat=0 split_feature=42 130 133 split_gain=3.70282 3.20099 2.33779 threshold=-1.0000000180025095e-35 0.092560000000000017 0.10466000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01634505468885146 0.0036587292291234133 0.0092933593233520666 -0.013495251544190777 leaf_weight=9.9537600121029737 76.236694037623238 3.2336050921567212 4.1992353743698905 leaf_count=459 1392 165 234 internal_value=0 -0.010054 0.0027602 internal_weight=0 13.1874 80.4359 internal_count=2250 624 1626 is_linear=0 shrinkage=0.0224292 Tree=6949 num_leaves=4 num_cat=0 split_feature=42 130 43 split_gain=3.60961 3.06613 2.23202 threshold=-1.0000000180025095e-35 0.092560000000000017 -0.51416499999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031516541199311997 0.00045023728101039673 0.00017503501424260618 3.9524608539704213e-05 leaf_weight=9.9932709926852095 2.6269136257469645 3.2614146377072748 78.315221878767261 leaf_count=459 11 165 1615 internal_value=0 -0.00019447 5.2957e-05 internal_weight=0 13.2547 80.9421 internal_count=2250 624 1626 is_linear=0 shrinkage=0.000439788 Tree=6950 num_leaves=4 num_cat=0 split_feature=42 130 43 split_gain=3.548 3.07268 2.22101 threshold=-1.0000000180025095e-35 0.092560000000000017 -0.51416499999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016054145494674436 0.022951897442674063 0.0090910841385185501 0.0020119212063795982 leaf_weight=9.9052772372442615 2.6156707406043997 3.2299082840836482 77.7916449829263 leaf_count=459 11 165 1615 internal_value=0 -0.00986678 0.00269839 internal_weight=0 13.1352 80.4073 internal_count=2250 624 1626 is_linear=0 shrinkage=0.0224292 Tree=6951 num_leaves=4 num_cat=0 split_feature=42 130 133 split_gain=3.40556 2.88477 2.27497 threshold=-1.0000000180025095e-35 0.092560000000000017 0.10466000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030388983541376193 6.8746882690947931e-05 0.00016778063421807798 -0.0002578212624377847 leaf_weight=10.121893915833423 77.443108651073999 3.3182167762715826 4.3394233738508765 leaf_count=459 1392 165 234 internal_value=0 -0.000187367 5.13629e-05 internal_weight=0 13.4401 81.7825 internal_count=2250 624 1626 is_linear=0 shrinkage=0.000439788 Tree=6952 num_leaves=4 num_cat=0 split_feature=0 1 157 split_gain=3.87782 4.29539 2.54721 threshold=-0.10653 0.10098000000000001 -0.080544999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018861391737180946 -0.0070076008553792042 0.0062972095264156288 0.0038140146557166994 leaf_weight=6.9544414038246023 37.781836801482314 18.011998526038951 30.118124382708629 leaf_count=36 1476 381 369 internal_value=0 -0.00271171 0.00664501 internal_weight=0 55.7938 37.0726 internal_count=2262 1857 405 is_linear=0 shrinkage=0.0224292 Tree=6953 num_leaves=4 num_cat=0 split_feature=0 1 157 split_gain=3.714 4.11204 2.46492 threshold=-0.10653 0.10098000000000001 -0.080544999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018580960888772327 -0.0068624695874488799 0.0061656805147283248 0.0037319201353662166 leaf_weight=6.9019500940339631 37.716680452369474 17.984349606675096 30.091006063536042 leaf_count=36 1476 381 369 internal_value=0 -0.00265536 0.00651053 internal_weight=0 55.701 36.993 internal_count=2262 1857 405 is_linear=0 shrinkage=0.0224292 Tree=6954 num_leaves=4 num_cat=0 split_feature=0 16 157 split_gain=3.55693 4.32566 2.38481 threshold=-0.10653 -0.083134999999999987 -0.080544999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018302785809492267 0.0068655590938001883 -0.0067309758595512992 0.0036515074317415739 leaf_weight=6.850567197892814 16.891927365676565 38.719046603629977 30.064606085865307 leaf_count=36 546 1311 369 internal_value=0 -0.00260007 0.00637849 internal_weight=0 55.611 36.9152 internal_count=2262 1857 405 is_linear=0 shrinkage=0.0224292 Tree=6955 num_leaves=4 num_cat=0 split_feature=0 16 157 split_gain=3.40577 4.13663 2.30686 threshold=-0.10653 -0.083134999999999987 -0.080544999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018026882326982609 0.0067124399507845524 -0.0065859382559968248 0.0035727464956553205 leaf_weight=6.8002766692079595 16.8901946209171 38.684978864837831 30.038903244154426 leaf_count=36 546 1311 369 internal_value=0 -0.00254343 0.00624884 internal_weight=0 55.5752 36.8392 internal_count=2262 1857 405 is_linear=0 shrinkage=0.0224292 Tree=6956 num_leaves=3 num_cat=0 split_feature=14 1212 split_gain=3.72821 2.9779 threshold=-0.23083499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038247626527806278 -0.00045449532624652499 4.5287616515872454e-05 leaf_weight=4.3799273996992261 2.3490932973145382 87.73185120909875 leaf_count=85 174 1992 internal_value=0 3.21609e-05 internal_weight=0 90.0809 internal_count=2251 2166 is_linear=0 shrinkage=0.000439788 Tree=6957 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.99708 2.6696 threshold=-0.23083499999999998 -0.16059999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020310221640551646 0.016017473024534636 0.00067555527741431395 leaf_weight=4.3195577113219761 6.1122724930173709 82.232085302582163 leaf_count=85 111 2055 internal_value=0 0.00174025 internal_weight=0 88.3444 internal_count=2251 2166 is_linear=0 shrinkage=0.0224292 Tree=6958 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.82317 2.5745 threshold=-0.23083499999999998 -0.16059999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01987039010821285 0.015779868111455424 0.00066041440404689708 leaf_weight=4.3166002848593044 6.0659660470264489 82.231127274690152 leaf_count=85 111 2055 internal_value=0 0.0017023 internal_weight=0 88.2971 internal_count=2251 2166 is_linear=0 shrinkage=0.0224292 Tree=6959 num_leaves=3 num_cat=0 split_feature=14 401 split_gain=3.48173 2.53513 threshold=-0.23083499999999998 0.08481000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036654256785901451 4.8689468852118812e-05 -0.00033401171397561089 leaf_weight=4.3888803076988543 86.10641760724684 3.4643413037774726 leaf_count=85 1953 213 internal_value=0 3.38197e-05 internal_weight=0 89.5708 internal_count=2251 2166 is_linear=0 shrinkage=0.000439788 Tree=6960 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=2.57717 2.5317 threshold=-0.5217799999999998 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026479418424202365 -0.0014358982917949479 0.0083618150571909376 leaf_weight=1.9207374041725405 72.901512496231589 16.19934417825425 leaf_count=23 2057 190 internal_value=0 0.000346824 internal_weight=0 89.1009 internal_count=2270 2247 is_linear=0 shrinkage=0.0224292 Tree=6961 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=2.23956 2.54161 threshold=0.50973500000000016 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015788875236853756 0.019927418108568903 0.0082493496234939123 leaf_weight=71.742489652224322 2.9851877246910581 16.211692746946937 leaf_count=1966 110 194 internal_value=0 0.000234048 internal_weight=0 87.9542 internal_count=2270 2160 is_linear=0 shrinkage=0.0224292 Tree=6962 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=2.5158 2.56506 threshold=-0.5217799999999998 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051626456892181146 -2.7761563383152e-05 0.00016461321920228797 leaf_weight=1.8985629429662356 73.744718028279749 16.364059233266744 leaf_count=23 2057 190 internal_value=0 7.20181e-06 internal_weight=0 90.1088 internal_count=2270 2247 is_linear=0 shrinkage=0.000439788 Tree=6963 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=2.51314 2.33288 threshold=-0.5217799999999998 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026359409126067317 -0.0013878973164971639 0.0080377789757565127 leaf_weight=1.8855124682886515 72.859551766697223 16.115164753195131 leaf_count=23 2057 190 internal_value=0 0.000320646 internal_weight=0 88.9747 internal_count=2270 2247 is_linear=0 shrinkage=0.0224292 Tree=6964 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=3.70827 4.17366 1.53977 threshold=0.080930000000000016 0.12212000000000002 0.091845000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047244453842326794 0.0032101724683739224 0.011829153962776029 0.017630694117138312 leaf_weight=65.129902920663881 8.7314261287101527 8.6652194556372688 6.4912950984871705 leaf_count=1878 88 192 98 internal_value=0 -0.00277812 0.00937377 internal_weight=0 73.7951 15.2227 internal_count=2256 2070 186 is_linear=0 shrinkage=0.0224292 Tree=6965 num_leaves=4 num_cat=0 split_feature=457 3 151 split_gain=3.55771 2.88417 2.44856 threshold=0.080930000000000016 0.090900000000000009 0.061780000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015905162364353829 -0.00060205630845687268 0.018956231686432814 -0.017532934302307353 leaf_weight=68.515569041956041 7.5601593331375607 7.5907677876093658 5.1968946343986309 leaf_count=1983 127 59 87 internal_value=0 0.00920837 -0.00271874 internal_weight=0 15.1509 73.7125 internal_count=2256 186 2070 is_linear=0 shrinkage=0.0224292 Tree=6966 num_leaves=4 num_cat=0 split_feature=48 4 16 split_gain=2.88724 2.73335 2.71615 threshold=0.083570000000000019 0.51177000000000017 -0.13808999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6156930490043055e-05 -0.00015727590402294319 0.0004042101549642888 0.00016796216078043624 leaf_weight=57.497886788974938 6.2670234541001291 2.2672447871300383 23.676960773871542 leaf_count=1755 76 92 333 internal_value=0 -6.74313e-05 9.98357e-05 internal_weight=0 59.7651 29.944 internal_count=2256 1847 409 is_linear=0 shrinkage=0.000439788 Tree=6967 num_leaves=4 num_cat=0 split_feature=48 16 4 split_gain=2.82654 2.882 2.36854 threshold=0.083570000000000019 -0.13808999999999996 0.27066000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053973099684516759 -0.0086023550048529851 0.0085662174435960393 0.0071296198266240802 leaf_weight=50.175378998046654 6.2034614204167182 23.492599773535403 8.9294290914622234 leaf_count=1621 76 333 226 internal_value=0 0.00497651 -0.00350308 internal_weight=0 29.6961 59.1048 internal_count=2256 409 1847 is_linear=0 shrinkage=0.0224292 Tree=6968 num_leaves=4 num_cat=0 split_feature=0 0 42 split_gain=2.02496 6.1244 2.87153 threshold=-0.077944999999999987 -0.099659999999999985 0.091735000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1729242155126398e-05 0.0048381253992057071 -0.016522853189552458 -0.011176725116659915 leaf_weight=37.196115116566943 29.788660382029775 16.2150038736645 6.9259729885670813 leaf_count=448 524 988 308 internal_value=0 -0.00502843 0.00181279 internal_weight=0 53.4111 36.7146 internal_count=2268 1436 832 is_linear=0 shrinkage=0.0224292 Tree=6969 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.9921 3.90461 3.59458 threshold=0.083055000000000018 -1.0000000180025095e-35 0.084055000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4857356333118615e-05 0.00049553227765779522 -0.00028166839626757404 -2.4104587019863174e-05 leaf_weight=8.7615878485376033 2.6637018258479648 15.630554143470361 63.916429366758166 leaf_count=143 73 443 1609 internal_value=0 -0.00015005 -3.17914e-06 internal_weight=0 24.3921 66.5801 internal_count=2268 586 1682 is_linear=0 shrinkage=0.000439788 Tree=6970 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.96124 3.74687 3.7154 threshold=0.083055000000000018 -1.0000000180025095e-35 0.084055000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041488058141484659 0.025778348032997771 -0.014272304519003205 -0.0012830707915751124 leaf_weight=8.6519337850913889 2.6406424967426565 15.462658622316665 63.173061370139294 leaf_count=143 73 443 1609 internal_value=0 -0.00766505 -0.000190125 internal_weight=0 24.1146 65.8137 internal_count=2268 586 1682 is_linear=0 shrinkage=0.0224292 Tree=6971 num_leaves=4 num_cat=0 split_feature=0 0 42 split_gain=1.96391 5.9429 2.73669 threshold=-0.077944999999999987 -0.099659999999999985 0.091735000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3509578280363849e-05 0.0047962562495524504 -0.016308704659667245 -0.010881944109762133 leaf_weight=37.182571755543904 29.751376164407702 16.025554481723702 6.880179712039534 leaf_count=448 524 988 308 internal_value=0 -0.00489961 0.00184742 internal_weight=0 53.2081 36.6316 internal_count=2268 1436 832 is_linear=0 shrinkage=0.0224292 Tree=6972 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=2.67561 2.22472 threshold=-0.094929999999999987 -0.28286499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040477039954556817 -0.00042361550340347935 1.4290307053363952e-06 leaf_weight=3.436949858791194 2.4303942169644861 86.105549551182776 leaf_count=45 43 2189 internal_value=0 -1.03276e-05 internal_weight=0 88.5359 internal_count=2277 2232 is_linear=0 shrinkage=0.000439788 Tree=6973 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=2.66884 2.05974 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038235062266028927 2.2877365588093359e-05 -0.00034623965937904055 leaf_weight=3.4588469822192556 86.092819639140544 3.0076578058906298 leaf_count=45 2025 207 internal_value=0 1.0346e-05 internal_weight=0 89.1005 internal_count=2277 2232 is_linear=0 shrinkage=0.000439788 Tree=6974 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=2.5636 2.07634 threshold=-0.094929999999999987 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037012933538811433 -0.00023696175795249097 3.2963333188317041e-05 leaf_weight=3.4501002186443648 5.881670956969173 83.631788414761104 leaf_count=45 372 1860 internal_value=0 1.51806e-05 internal_weight=0 89.5135 internal_count=2277 2232 is_linear=0 shrinkage=0.000439788 Tree=6975 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=2.76712 2.20932 threshold=-0.094929999999999987 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038813966806060376 -6.1911130845152793e-06 0.00026999575419038048 leaf_weight=3.4456704617477945 82.895090469613933 5.9888268760550991 leaf_count=45 2062 170 internal_value=0 1.24718e-05 internal_weight=0 88.8839 internal_count=2277 2232 is_linear=0 shrinkage=0.000439788 Tree=6976 num_leaves=4 num_cat=0 split_feature=15 49 0 split_gain=3.29809 4.40934 2.4117 threshold=0.09167500000000002 -0.088014999999999996 -0.023879999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036657500988554026 -0.00036594137985515563 5.3200435779277971e-05 0.00020722158143222011 leaf_weight=5.1294674222881431 7.1559333292971132 80.706526946205486 1.7568747082841563 leaf_count=90 335 1781 32 internal_value=0 2.80392e-05 -0.000252759 internal_weight=0 85.836 8.91281 internal_count=2238 1871 367 is_linear=0 shrinkage=0.000439788 Tree=6977 num_leaves=4 num_cat=0 split_feature=15 49 0 split_gain=3.21042 4.48889 2.36553 threshold=0.09167500000000002 -0.088014999999999996 -0.023879999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019019417004051829 -0.0185879018558784 0.0026791559095327403 0.010585307106044124 leaf_weight=5.0835926819418082 7.0670142718372517 79.875626177396043 1.7286380435107256 leaf_count=90 335 1781 32 internal_value=0 0.00137683 -0.0128439 internal_weight=0 84.9592 8.79565 internal_count=2238 1871 367 is_linear=0 shrinkage=0.0224292 Tree=6978 num_leaves=4 num_cat=0 split_feature=131 15 15 split_gain=3.17252 3.28252 2.96315 threshold=0.088610000000000008 0.09167500000000002 -0.10312999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025946493913877582 0.013323375806269525 -0.012158435560241616 -0.022940668702575506 leaf_weight=78.740092319101677 1.4400547499608363 8.3768210464040731 5.1260641974367891 leaf_count=1615 54 320 249 internal_value=0 0.0011737 -0.0149718 internal_weight=0 87.1169 6.56612 internal_count=2238 1935 303 is_linear=0 shrinkage=0.0224292 Tree=6979 num_leaves=4 num_cat=0 split_feature=131 15 15 split_gain=3.07002 3.14373 2.80795 threshold=0.088610000000000008 0.09167500000000002 -0.10039499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002537020415468493 0.012472103637629718 -0.011918269120256406 -0.022760846709558791 leaf_weight=78.723125470052764 1.4560081937815992 8.3545915403519739 5.0246841184125506 leaf_count=1615 55 320 248 internal_value=0 0.00114781 -0.0148317 internal_weight=0 87.0777 6.48069 internal_count=2238 1935 303 is_linear=0 shrinkage=0.0224292 Tree=6980 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=3.08935 2.09789 1.30369 threshold=0.10599500000000002 0.50678000000000012 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9995893694186984e-05 -0.00049385153602361982 0.00036563728215181183 -1.8495478632393236e-05 leaf_weight=85.285992822295157 3.1340526435451457 3.5183445256843688 1.72948840304889 leaf_count=1832 257 107 62 internal_value=0 3.37655e-05 -0.000325547 internal_weight=0 88.8043 4.86354 internal_count=2258 1939 319 is_linear=0 shrinkage=0.000439788 Tree=6981 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=3.11276 1.96904 1.30456 threshold=0.10599500000000002 0.50678000000000012 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4438806764216324e-05 -0.00049374379623329451 0.00036205457878961156 -1.6812940912992293e-05 leaf_weight=84.855462269662894 3.1042151555666342 3.459248857550846 1.7224007633049039 leaf_count=1832 257 107 62 internal_value=0 3.77385e-05 -0.000324286 internal_weight=0 88.3147 4.82662 internal_count=2258 1939 319 is_linear=0 shrinkage=0.000439788 Tree=6982 num_leaves=4 num_cat=0 split_feature=133 39 2 split_gain=3.06147 2.03037 1.3637 threshold=0.10599500000000002 0.085245000000000015 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4257528719368037e-05 -0.00049186062333773559 0.00023521081131320967 -6.7411140284601144e-06 leaf_weight=79.798302711305951 3.1519817837761357 8.9268555857852316 1.7341999351192496 leaf_count=1724 257 215 62 internal_value=0 3.6534e-05 -0.000320379 internal_weight=0 88.7252 4.88618 internal_count=2258 1939 319 is_linear=0 shrinkage=0.000439788 Tree=6983 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=3.07542 1.95995 1.27498 threshold=0.10599500000000002 0.50678000000000012 0.10669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011352306670686133 -0.02529919545832179 0.018472274916741225 -0.001102860502084644 leaf_weight=84.045037408821372 3.0535818515709243 3.3947078478813628 1.7054045989498261 leaf_count=1832 257 107 62 internal_value=0 0.0018122 -0.0166674 internal_weight=0 87.4397 4.75899 internal_count=2258 1939 319 is_linear=0 shrinkage=0.0224292 Tree=6984 num_leaves=4 num_cat=0 split_feature=4 133 1 split_gain=2.29396 5.11319 4.13044 threshold=-0.083954999999999988 0.064285000000000009 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042813316242638747 -0.0067318745109696482 0.024222019990977766 0.0040603425500296579 leaf_weight=14.062855018757547 37.364115004906125 6.0369961020187466 34.108862070941541 leaf_count=349 1227 117 570 internal_value=0 0.00699151 -0.00158182 internal_weight=0 20.0999 71.473 internal_count=2263 466 1797 is_linear=0 shrinkage=0.0224292 Tree=6985 num_leaves=4 num_cat=0 split_feature=43 4 1 split_gain=2.24581 5.28432 2.79536 threshold=-0.083944999999999978 -0.019794999999999997 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031715838204790791 -0.00012087155004963011 -7.6693090004004188e-05 6.0250537655529616e-05 leaf_weight=12.791013585156181 35.627395114566752 13.554884493518328 30.637145030064858 leaf_count=251 1173 286 553 internal_value=0 0.000114614 -3.71372e-05 internal_weight=0 26.3459 66.2645 internal_count=2263 537 1726 is_linear=0 shrinkage=0.000439788 Tree=6986 num_leaves=4 num_cat=0 split_feature=16 1 16 split_gain=2.12796 3.18699 2.49124 threshold=0.017150000000000002 0.094405000000000003 0.16014500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001179419789905889 0.00026944202235596202 8.0356601983247092e-05 8.4514510168296339e-07 leaf_weight=38.199379546032105 11.154161299986301 26.559256858497974 16.604207649201271 leaf_count=1263 198 445 357 internal_value=0 -3.66147e-05 0.000108887 internal_weight=0 64.7586 27.7584 internal_count=2263 1708 555 is_linear=0 shrinkage=0.000439788 Tree=6987 num_leaves=4 num_cat=0 split_feature=16 1 16 split_gain=2.19454 3.0222 2.45955 threshold=0.017150000000000002 0.094405000000000003 0.16014500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060347727236669448 0.013772150442542876 0.0038735205979024199 9.1563650073768162e-05 leaf_weight=37.816306457734754 11.043580603833108 26.200893721237662 16.430087187894969 leaf_count=1263 198 445 357 internal_value=0 -0.00197957 0.00559649 internal_weight=0 64.0172 27.4737 internal_count=2263 1708 555 is_linear=0 shrinkage=0.0224292 Tree=6988 num_leaves=4 num_cat=0 split_feature=3 48 11 split_gain=1.76322 2.93962 2.05579 threshold=-0.12229499999999999 -0.095559999999999992 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011310122765847221 -0.024810063481501315 -0.00085809941086954094 -0.0060445937857836387 leaf_weight=11.940020198737331 2.6565769891021764 70.474260136019439 4.8027210842428749 leaf_count=163 33 1985 83 internal_value=0 -0.00173444 0.00633064 internal_weight=0 73.1308 16.7427 internal_count=2264 2018 246 is_linear=0 shrinkage=0.0224292 Tree=6989 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.77701 2.70224 threshold=-0.26595999999999992 -0.25691999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019930871830483667 -0.029233686260189604 -0.00017587431204601068 leaf_weight=2.1285880636423817 1.6216081604361523 86.065501774767654 leaf_count=20 13 2231 internal_value=0 -0.00071949 internal_weight=0 87.6871 internal_count=2264 2244 is_linear=0 shrinkage=0.0224292 Tree=6990 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.71478 2.61628 threshold=-0.26595999999999992 -0.25691999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019676346996165453 -0.028930816117162909 -0.00017192920392756903 leaf_weight=2.1082410281524053 1.6022514440119255 86.066173803520542 leaf_count=20 13 2231 internal_value=0 -0.000703719 internal_weight=0 87.6684 internal_count=2264 2244 is_linear=0 shrinkage=0.0224292 Tree=6991 num_leaves=4 num_cat=0 split_feature=483 51 160 split_gain=1.71387 2.44338 1.08817 threshold=0.086625000000000021 0.077225000000000016 -0.087004999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9038876764933129e-05 -2.0872844415829976e-05 0.00015196255961007088 -0.00047433581083050445 leaf_weight=67.951749316258429 1.8003107211843596 18.291992055144874 2.3586834141751742 leaf_count=1720 115 313 116 internal_value=0 9.37602e-06 -0.000279037 internal_weight=0 86.2437 4.15899 internal_count=2264 2033 231 is_linear=0 shrinkage=0.000439788 Tree=6992 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=3.31075 2.76102 threshold=0.11536 0.086230000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032450212350682277 0.023310807572330495 -0.019079115219202181 leaf_weight=82.79054578524665 2.839907808112911 4.1276802339998531 leaf_count=1953 49 228 internal_value=0 -0.00121914 internal_weight=0 86.9182 internal_count=2230 2181 is_linear=0 shrinkage=0.0224292 Tree=6993 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=3.38119 2.60984 threshold=0.11536 0.086230000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.9725625148876952e-06 0.00045775942743672292 -0.00036095725473979173 leaf_weight=84.096887301851893 2.9054933415027326 4.1870325180279897 leaf_count=1953 49 228 internal_value=0 -2.28828e-05 internal_weight=0 88.2839 internal_count=2230 2181 is_linear=0 shrinkage=0.000439788 Tree=6994 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=3.26079 2.60304 threshold=0.11536 0.086230000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5235862149007835e-06 0.00045243875653048913 -0.00035968510508096622 leaf_weight=84.107512805552687 2.8824618521030052 4.1710946146486085 leaf_count=1953 49 228 internal_value=0 -2.13788e-05 internal_weight=0 88.2786 internal_count=2230 2181 is_linear=0 shrinkage=0.000439788 Tree=6995 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=3.31417 2.66167 threshold=0.11536 0.086230000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7352719669316505e-06 0.0004579642152942683 -0.00036392364265618276 leaf_weight=83.72216044679044 2.8692540323827407 4.1464588554736101 leaf_count=1953 49 228 internal_value=0 -2.08077e-05 internal_weight=0 87.8686 internal_count=2230 2181 is_linear=0 shrinkage=0.000439788 Tree=6996 num_leaves=4 num_cat=0 split_feature=133 15 0 split_gain=2.81202 3.28941 2.0024 threshold=-0.085929999999999992 -0.095034999999999981 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042592939723825408 0.005132407385348846 -0.0046401883036964421 0.019690308521856627 leaf_weight=5.1095774909153988 25.563539889917593 53.679387655472965 5.773413103517667 leaf_count=201 373 1525 144 internal_value=0 -0.0014871 0.0106622 internal_weight=0 79.2429 10.883 internal_count=2243 1898 345 is_linear=0 shrinkage=0.0224292 Tree=6997 num_leaves=4 num_cat=0 split_feature=133 15 0 split_gain=2.60677 3.22732 1.91131 threshold=-0.085929999999999992 -0.095034999999999981 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3116207647356661e-06 0.00010086162966648698 -8.8325364036983493e-05 0.00037448038444061563 leaf_weight=5.1464480274571542 25.712493762388476 54.107157923030172 5.7842649327358213 leaf_count=201 373 1525 144 internal_value=0 -2.73726e-05 0.000201451 internal_weight=0 79.8197 10.9307 internal_count=2243 1898 345 is_linear=0 shrinkage=0.000439788 Tree=6998 num_leaves=4 num_cat=0 split_feature=133 4 0 split_gain=2.58207 2.76977 2.31888 threshold=-0.15580999999999998 -0.076729999999999979 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9248736979140484e-05 -0.0001608181584102604 2.4132149239392788e-05 0.00051287819257534849 leaf_weight=1.8378649509049862 20.555405320828868 65.564095383313543 3.3846311923116437 leaf_count=101 701 1362 79 internal_value=0 -2.00385e-05 0.000297886 internal_weight=0 86.1195 5.2225 internal_count=2243 2063 180 is_linear=0 shrinkage=0.000439788 Tree=6999 num_leaves=4 num_cat=0 split_feature=133 4 0 split_gain=2.60497 2.79173 2.31393 threshold=-0.15580999999999998 -0.076729999999999979 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010105665257762067 -0.00016127477834987182 2.5006321175582055e-05 0.00051457985274415982 leaf_weight=1.8004243082232276 20.413200459312066 65.244777874671854 3.3821318077025344 leaf_count=101 701 1362 79 internal_value=0 -1.94125e-05 0.000301121 internal_weight=0 85.658 5.18256 internal_count=2243 2063 180 is_linear=0 shrinkage=0.000439788 Tree=7000 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.37261 3.44071 threshold=-0.51416499999999987 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019470218220444827 0.00092559187571424344 -0.018975729576233943 leaf_weight=3.2071126533555789 83.792790726694875 4.5916377435478344 leaf_count=30 1999 250 internal_value=0 -0.000112171 internal_weight=0 88.3844 internal_count=2279 2249 is_linear=0 shrinkage=0.0224292 Tree=7001 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.28376 3.31569 threshold=-0.51416499999999987 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019163981681012209 0.00090489097271069453 -0.018708852557661575 leaf_weight=3.1858272939862209 83.787805312091223 4.5533889487796833 leaf_count=30 1999 250 internal_value=0 -0.000109888 internal_weight=0 88.3412 internal_count=2279 2249 is_linear=0 shrinkage=0.0224292 Tree=7002 num_leaves=4 num_cat=0 split_feature=131 124 12 split_gain=2.24317 2.38429 1.84612 threshold=0.10033500000000002 -0.087944999999999982 0.10115500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021833088291607145 0.00016811649412372994 0.00045652027739237049 0.031756524988067109 leaf_weight=2.4654993869917226 1.6949518767432885 85.258101817859824 2.0458098620001692 leaf_count=48 123 2079 29 internal_value=0 -0.00017455 0.0175172 internal_weight=0 87.7236 3.74076 internal_count=2279 2127 152 is_linear=0 shrinkage=0.0224292 Tree=7003 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.20634 3.34689 threshold=-0.51416499999999987 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036647717867994929 1.708262667139811e-05 -0.00036612241197324803 leaf_weight=3.2255940546165212 85.649167863037292 4.6283066966079778 leaf_count=30 1999 250 internal_value=0 -2.63661e-06 internal_weight=0 90.2775 internal_count=2279 2249 is_linear=0 shrinkage=0.000439788 Tree=7004 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=3.77227 3.68937 3.2768 threshold=0.087235000000000021 -0.21586499999999997 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015968903992289254 -0.00028696472076063408 0.00011177559427313533 0.00013729492670348943 leaf_weight=11.358773872983873 11.670688397600317 65.046921497989388 5.0252105770632616 leaf_count=148 224 1851 66 internal_value=0 7.13888e-05 -0.000159258 internal_weight=0 76.4057 16.6959 internal_count=2289 1999 290 is_linear=0 shrinkage=0.000439788 Tree=7005 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=3.7574 3.87136 3.28356 threshold=0.087235000000000021 -0.21586499999999997 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016583501995040179 -0.00028706796198237403 0.000112390318733799 0.00013831880357686403 leaf_weight=11.350675087509442 11.672356638555359 64.850855672624675 5.00154139031656 leaf_count=148 224 1851 66 internal_value=0 7.09158e-05 -0.000159456 internal_weight=0 76.2015 16.6739 internal_count=2289 1999 290 is_linear=0 shrinkage=0.000439788 Tree=7006 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=3.57315 3.57359 3.40731 threshold=0.087235000000000021 -0.21586499999999997 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015317702106071971 -0.00028078884941824215 0.00011314121938193996 0.00015099153210067635 leaf_weight=11.43631277469103 11.70218334256788 65.321350546819303 5.0468772114254525 leaf_count=148 224 1851 66 internal_value=0 7.34336e-05 -0.00015066 internal_weight=0 76.7577 16.7491 internal_count=2289 1999 290 is_linear=0 shrinkage=0.000439788 Tree=7007 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=3.78607 3.7276 3.3009 threshold=0.087235000000000021 -0.21586499999999997 -0.061994999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.008215128994917666 -0.014754415453939853 0.005740603097924876 0.0070812293274907625 leaf_weight=11.305800029658711 11.561402505773005 64.311028969911604 4.9671367718838146 leaf_count=148 224 1851 66 internal_value=0 0.00365247 -0.00819179 internal_weight=0 75.6168 16.5285 internal_count=2289 1999 290 is_linear=0 shrinkage=0.0224292 Tree=7008 num_leaves=3 num_cat=0 split_feature=394 48 split_gain=2.2904 2.18577 threshold=-0.081209999999999991 -0.088899999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018490304721004876 -0.016528064235059196 0.001726738184066257 leaf_weight=3.1042564058079725 3.4093024131143457 87.951880035914655 leaf_count=125 47 2112 internal_value=0 0.00104222 internal_weight=0 91.3612 internal_count=2284 2159 is_linear=0 shrinkage=0.0224292 Tree=7009 num_leaves=3 num_cat=0 split_feature=394 43 split_gain=2.2343 2.0306 threshold=-0.081209999999999991 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035650443252929602 0.00019416453504769791 -5.2203319529671825e-06 leaf_weight=3.1530502471941864 11.214834763333782 81.923429248074171 leaf_count=125 168 1991 internal_value=0 1.88226e-05 internal_weight=0 93.1383 internal_count=2284 2159 is_linear=0 shrinkage=0.000439788 Tree=7010 num_leaves=3 num_cat=0 split_feature=394 43 split_gain=2.24201 2.04894 threshold=-0.081209999999999991 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035728703883460071 0.0001967919354928645 -4.1186153722138556e-06 leaf_weight=3.1286925966924164 11.146590996751909 81.319853792325375 leaf_count=125 168 1991 internal_value=0 2.01363e-05 internal_weight=0 92.4664 internal_count=2284 2159 is_linear=0 shrinkage=0.000439788 Tree=7011 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=2.17877 2.80709 threshold=-1.0000000180025095e-35 -0.088899999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003805624587036865 -0.00042044982720483294 1.0692270392112716e-05 leaf_weight=2.9319350376899811 2.9993711726274332 90.263589726418104 leaf_count=70 44 2170 internal_value=0 -3.25663e-06 internal_weight=0 93.263 internal_count=2284 2214 is_linear=0 shrinkage=0.000439788 Tree=7012 num_leaves=3 num_cat=0 split_feature=9 124 split_gain=2.57269 2.13815 threshold=-1.0000000180025095e-35 0.11040000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019000037425082762 -0.0032005816111398736 0.017153532935973128 leaf_weight=2.8568291314513763 83.248475085010796 2.6611380216199896 leaf_count=69 2216 22 internal_value=0 -0.00256642 internal_weight=0 85.9096 internal_count=2307 2238 is_linear=0 shrinkage=0.0224292 Tree=7013 num_leaves=3 num_cat=0 split_feature=9 124 split_gain=2.48689 2.05576 threshold=-1.0000000180025095e-35 0.11040000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018835015918548467 -0.0031289293129023398 0.016905225505436796 leaf_weight=2.8178304509056025 83.245376812650647 2.6401805643108665 leaf_count=69 2216 22 internal_value=0 -0.00250945 internal_weight=0 85.8856 internal_count=2307 2238 is_linear=0 shrinkage=0.0224292 Tree=7014 num_leaves=3 num_cat=0 split_feature=9 47 split_gain=2.40389 2.06246 threshold=-1.0000000180025095e-35 0.086380000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018669937428828425 -0.0008208464125901983 -0.0098536552354243495 leaf_weight=2.7795872722126651 70.358230330133665 15.504001840090494 leaf_count=69 1934 304 internal_value=0 -0.00245371 internal_weight=0 85.8622 internal_count=2307 2238 is_linear=0 shrinkage=0.0224292 Tree=7015 num_leaves=3 num_cat=0 split_feature=9 160 split_gain=2.32356 2.06123 threshold=-1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018504815282189693 -0.024530397968068041 -0.0018529760915214674 leaf_weight=2.7420852135910527 2.047190523306198 83.803369314122392 leaf_count=69 180 2058 internal_value=0 -0.00239908 internal_weight=0 85.8506 internal_count=2307 2238 is_linear=0 shrinkage=0.0224292 Tree=7016 num_leaves=4 num_cat=0 split_feature=4 3 4 split_gain=2.56934 4.72391 4.60074 threshold=0.0063250000000000008 0.11932000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004955228490360848 0.0080905338485541892 -0.013993734483208014 -0.024336814005910392 leaf_weight=47.122983502282295 34.744641151526594 5.649165925991837 4.4380190718293298 leaf_count=1553 536 95 98 internal_value=0 0.00499685 -0.00255587 internal_weight=0 40.3938 51.561 internal_count=2282 631 1651 is_linear=0 shrinkage=0.0224292 Tree=7017 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=2.52923 3.67681 3.18076 threshold=0.077765000000000015 -0.076704999999999982 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011140564741003084 -0.015753672623164326 0.0052681180045661309 0.0045987746317037517 leaf_weight=17.619448568608281 4.1156376984436056 11.237826542172114 58.877554908480306 leaf_count=934 120 267 961 internal_value=0 -0.00475131 0.00326468 internal_weight=0 28.8573 62.9932 internal_count=2282 1201 1081 is_linear=0 shrinkage=0.0224292 Tree=7018 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=2.42114 3.52606 3.04818 threshold=0.077765000000000015 -0.076704999999999982 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010929451871803237 -0.015459141970460817 0.0051519813921584437 0.0044992673688598363 leaf_weight=17.558033853801138 4.1005176641046992 11.233888582248253 58.830884592420261 leaf_count=934 120 267 961 internal_value=0 -0.00465562 0.00319451 internal_weight=0 28.7919 62.9314 internal_count=2282 1201 1081 is_linear=0 shrinkage=0.0224292 Tree=7019 num_leaves=4 num_cat=0 split_feature=4 3 4 split_gain=2.32582 4.55288 4.53435 threshold=0.0063250000000000008 0.11932000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040369509997377245 0.007806105549901971 -0.013874104377450088 -0.024164713858427771 leaf_weight=46.981271310097327 34.563308111086371 5.6542904688685658 4.4014189439658358 leaf_count=1553 536 95 98 internal_value=0 0.00475289 -0.00244727 internal_weight=0 40.2176 51.3827 internal_count=2282 631 1651 is_linear=0 shrinkage=0.0224292 Tree=7020 num_leaves=4 num_cat=0 split_feature=131 39 1 split_gain=2.37484 2.22185 1.48292 threshold=0.092225000000000015 -1.0000000180025095e-35 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034716540666502368 -0.00048743858289183498 4.2427826585628692e-05 2.5753790130676418e-05 leaf_weight=2.9105829882901153 2.8658403447479932 84.357981813267543 1.746493716840632 leaf_count=44 195 1959 55 internal_value=0 2.9361e-05 -0.000293809 internal_weight=0 87.2686 4.61233 internal_count=2253 2003 250 is_linear=0 shrinkage=0.000439788 Tree=7021 num_leaves=4 num_cat=0 split_feature=131 39 1 split_gain=2.33949 2.17986 1.51023 threshold=0.092225000000000015 -1.0000000180025095e-35 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003420598503417525 -0.00048696928136983956 4.4310257356193466e-05 3.1764668987748786e-05 leaf_weight=2.903497705992776 2.8418625078193136 84.063151446001939 1.7456658896262522 leaf_count=44 195 1959 55 internal_value=0 3.13385e-05 -0.000290265 internal_weight=0 86.9666 4.58753 internal_count=2253 2003 250 is_linear=0 shrinkage=0.000439788 Tree=7022 num_leaves=4 num_cat=0 split_feature=131 39 4 split_gain=2.36842 2.08842 1.45502 threshold=0.092225000000000015 -1.0000000180025095e-35 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033540689308238572 -0.00046740010135280075 4.1015100866477401e-05 5.4618287025789974e-05 leaf_weight=2.9314566391694816 3.0853925109404363 84.337110279689114 1.5420044931524897 leaf_count=44 213 1959 37 internal_value=0 2.83e-05 -0.000293936 internal_weight=0 87.2686 4.6274 internal_count=2253 2003 250 is_linear=0 shrinkage=0.000439788 Tree=7023 num_leaves=4 num_cat=0 split_feature=131 39 1 split_gain=2.3793 2.2925 1.45534 threshold=0.092225000000000015 -1.0000000180025095e-35 0.11634000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018175043736857726 -0.024980352878843471 0.0022227547816120259 0.0011863903435491484 leaf_weight=2.8486157738370812 2.8131549612153313 83.004314467910262 1.715144305169815 leaf_count=44 195 1959 55 internal_value=0 0.00154206 -0.015106 internal_weight=0 85.8529 4.5283 internal_count=2253 2003 250 is_linear=0 shrinkage=0.0224292 Tree=7024 num_leaves=4 num_cat=0 split_feature=52 4 4 split_gain=2.69637 3.32684 2.87779 threshold=0.14114500000000005 0.053330000000000009 0.075955000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053403282279869211 0.01799667961056086 0.004217549689039507 -0.0076464093334550802 leaf_weight=52.203763852443444 7.1855066839252668 28.203544565512857 3.157643852639012 leaf_count=1515 236 456 46 internal_value=0 -0.00198762 0.0101685 internal_weight=0 80.4073 10.3432 internal_count=2253 1971 282 is_linear=0 shrinkage=0.0224292 Tree=7025 num_leaves=4 num_cat=0 split_feature=1 447 3 split_gain=2.65479 2.78827 2.36179 threshold=0.10954500000000002 0.084700000000000011 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4683194600145829e-05 0.000227895116980508 0.0002882535440392366 -7.127209696810594e-05 leaf_weight=64.974503632391134 14.458458082364816 4.350714719737879 7.8714473070140221 leaf_count=1820 251 65 117 internal_value=0 -5.18329e-05 0.000122466 internal_weight=0 69.3252 22.3299 internal_count=2253 1885 368 is_linear=0 shrinkage=0.000439788 Tree=7026 num_leaves=4 num_cat=0 split_feature=52 4 4 split_gain=2.57958 3.18201 2.75718 threshold=0.14114500000000005 0.053330000000000009 0.075955000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0052197203933830611 0.01763645202242611 0.0041302991998851003 -0.007470100413503147 leaf_weight=52.196386670497304 7.1679737891072346 28.182451817527181 3.1586607784265652 leaf_count=1515 236 456 46 internal_value=0 -0.00194121 0.00995737 internal_weight=0 80.3788 10.3266 internal_count=2253 1971 282 is_linear=0 shrinkage=0.0224292 Tree=7027 num_leaves=4 num_cat=0 split_feature=52 4 4 split_gain=2.46906 3.04236 2.64276 threshold=0.14114500000000005 0.053330000000000009 0.075955000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051043188298426018 0.017285845085053864 0.0040414231738384833 -0.0073022606848882786 leaf_weight=52.179903529466173 7.1499226005134897 28.156920004446874 3.1592193167307414 leaf_count=1515 236 456 46 internal_value=0 -0.00189867 0.00975129 internal_weight=0 80.3368 10.3091 internal_count=2253 1971 282 is_linear=0 shrinkage=0.0224292 Tree=7028 num_leaves=3 num_cat=0 split_feature=1429 448 split_gain=3.38928 1.87053 threshold=-1.0000000180025095e-35 -0.083114999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025637332759544679 -0.016103946769224508 0.0020080993729339578 leaf_weight=2.3768338821482748 2.9493977776728562 85.262345122429906 leaf_count=117 40 2110 internal_value=0 0.00139916 internal_weight=0 88.2117 internal_count=2267 2150 is_linear=0 shrinkage=0.0224292 Tree=7029 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=2.20195 2.27611 threshold=-0.49367499999999992 -0.10708499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030481861037668495 -0.0002570585233015417 4.3947137667788808e-05 leaf_weight=4.0436510636936864 5.1420231318770666 82.979801052486437 leaf_count=110 102 2055 internal_value=0 2.63312e-05 internal_weight=0 88.1218 internal_count=2267 2157 is_linear=0 shrinkage=0.000439788 Tree=7030 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=2.35082 2.50227 threshold=-1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019991679376359952 0.0021007651027199706 -0.016557243155367159 leaf_weight=2.6696028888945866 84.136430640108301 3.7593809761619914 leaf_count=210 1975 82 internal_value=0 0.00129932 internal_weight=0 87.8958 internal_count=2267 2057 is_linear=0 shrinkage=0.0224292 Tree=7031 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=2.30615 2.32992 threshold=-1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038712568046900226 3.9542410595502668e-05 -0.0003115413220815578 leaf_weight=2.6927575582176351 85.53416022089732 3.8002267934753027 leaf_count=210 1975 82 internal_value=0 2.45442e-05 internal_weight=0 89.3344 internal_count=2267 2057 is_linear=0 shrinkage=0.000439788 Tree=7032 num_leaves=4 num_cat=0 split_feature=0 48 43 split_gain=4.14778 3.79833 1.95623 threshold=-0.061684999999999997 0.12474000000000002 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5850303163842034e-05 9.8577811956440249e-05 -0.00048650316309563753 0.00041042556607716861 leaf_weight=61.128782353879615 22.729368128049831 3.6510011526916051 4.6808631941676131 leaf_count=1779 388 50 47 internal_value=0 -5.19485e-05 0.000152081 internal_weight=0 64.7798 27.4102 internal_count=2264 1829 435 is_linear=0 shrinkage=0.000439788 Tree=7033 num_leaves=4 num_cat=0 split_feature=0 48 43 split_gain=3.9303 3.86767 1.95629 threshold=-0.061684999999999997 0.12474000000000002 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013244030411042366 0.0047761631420376047 -0.025145270393094783 0.020805891007862103 leaf_weight=60.332321710721772 22.350868226545575 3.6166986718762919 4.6083711135433978 leaf_count=1779 388 50 47 internal_value=0 -0.00267872 0.00752905 internal_weight=0 63.949 26.9592 internal_count=2264 1829 435 is_linear=0 shrinkage=0.0224292 Tree=7034 num_leaves=4 num_cat=0 split_feature=0 48 43 split_gain=4.18238 3.5417 1.79638 threshold=-0.061684999999999997 0.12474000000000002 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1944425900752414e-05 9.6621312535518172e-05 -0.00047578423883311565 0.00039679860409505872 leaf_weight=62.331020009451095 22.960575015502403 3.6639890585483945 4.6209420169470823 leaf_count=1779 388 50 47 internal_value=0 -5.67165e-05 0.000147152 internal_weight=0 65.995 27.5815 internal_count=2264 1829 435 is_linear=0 shrinkage=0.000439788 Tree=7035 num_leaves=4 num_cat=0 split_feature=0 48 43 split_gain=3.76936 3.71641 1.9003 threshold=-0.061684999999999997 0.12474000000000002 0.093175000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013006467428811298 0.0046770011375864588 -0.024711789104025675 0.020543803643043538 leaf_weight=60.368875452836619 22.338617535337111 3.5965982966063157 4.5610477842710671 leaf_count=1779 388 50 47 internal_value=0 -0.00262397 0.00738 internal_weight=0 63.9655 26.8997 internal_count=2264 1829 435 is_linear=0 shrinkage=0.0224292 Tree=7036 num_leaves=4 num_cat=0 split_feature=51 16 15 split_gain=3.35724 3.79478 2.01127 threshold=0.077225000000000016 0.0062950000000000011 -0.095594999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0054236962056191888 -0.0029465538933438158 0.0054694490912389829 0.013434218039341006 leaf_weight=42.717636328464323 5.0801513498809099 25.782644129241817 14.543670991034558 leaf_count=1390 62 505 302 internal_value=0 -0.00132327 0.00919487 internal_weight=0 68.5003 19.6238 internal_count=2259 1895 364 is_linear=0 shrinkage=0.0224292 Tree=7037 num_leaves=4 num_cat=0 split_feature=15 13 133 split_gain=3.46566 6.90599 3.15594 threshold=0.030370000000000005 -0.095499999999999988 0.090000000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.9350652499565911e-05 0.00030737436404788842 -0.00030347893586209619 -0.00026302714719553331 leaf_weight=65.107580803307428 4.7735032984201125 14.142466123779739 5.2988270052010185 leaf_count=1162 65 804 228 internal_value=0 -0.000149174 6.27664e-05 internal_weight=0 18.916 70.4064 internal_count=2259 869 1390 is_linear=0 shrinkage=0.000439788 Tree=7038 num_leaves=4 num_cat=0 split_feature=15 13 133 split_gain=3.26888 6.87721 3.23324 threshold=0.030370000000000005 -0.095499999999999988 0.090000000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046040733735624919 0.015961107821166953 -0.015350583524933386 -0.013762447563466392 leaf_weight=64.320824344225912 4.7200835133844548 13.813995150986555 5.1940688018394203 leaf_count=1162 65 804 228 internal_value=0 -0.0073682 0.00322835 internal_weight=0 18.5341 69.5149 internal_count=2259 869 1390 is_linear=0 shrinkage=0.0224292 Tree=7039 num_leaves=4 num_cat=0 split_feature=15 13 133 split_gain=3.41164 6.76466 3.12866 threshold=0.030370000000000005 -0.095499999999999988 0.090000000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.3367548309048233e-05 0.00030815509249566814 -0.00029793140095261034 -0.00025826010289011528 leaf_weight=65.255253112663922 4.758675991077328 13.991825418605002 5.2726012982247985 leaf_count=1162 65 804 228 internal_value=0 -0.000143956 6.70174e-05 internal_weight=0 18.7505 70.5279 internal_count=2259 869 1390 is_linear=0 shrinkage=0.000439788 Tree=7040 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=2.12917 3.73274 2.48402 threshold=0.10954500000000002 0.11932000000000002 -0.51026999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034348960230801758 0.00026670862366166923 -0.00012296892589453863 -2.6117449862041496e-05 leaf_weight=3.6976394224038804 15.757892382505817 6.791978210429078 65.400608643620217 leaf_count=34 266 128 1818 internal_value=0 0.000149334 -6.24933e-06 internal_weight=0 22.5499 69.0982 internal_count=2246 394 1852 is_linear=0 shrinkage=0.000439788 Tree=7041 num_leaves=3 num_cat=0 split_feature=150 47 split_gain=1.91165 2.46286 threshold=-0.22665999999999997 0.11312500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018989290995264026 -0.00015388473446236025 0.012471826692060867 leaf_weight=3.0962170420680186 77.917963974638042 8.6144904016837227 leaf_count=19 2119 108 internal_value=0 0.00110551 internal_weight=0 86.5325 internal_count=2246 2227 is_linear=0 shrinkage=0.0224292 Tree=7042 num_leaves=4 num_cat=0 split_feature=402 150 12 split_gain=1.89922 1.70438 1.01584 threshold=-1.0000000180025095e-35 -0.22665999999999997 0.086380000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026083198148994942 0.018707325839292622 0.0017464455014356635 -0.024060828500505192 leaf_weight=1.4437260609192883 3.0729453042149535 82.940170366585335 2.1304780320788268 leaf_count=61 19 1943 223 internal_value=0 0.00235641 -0.0142874 internal_weight=0 86.0131 3.5742 internal_count=2246 1962 284 is_linear=0 shrinkage=0.0224292 Tree=7043 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=1.83912 3.67575 2.22143 threshold=-0.08292999999999999 -0.085614999999999983 0.10809000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035946281467505218 -0.0014955053798680314 0.029769694750204124 0.015819005527153686 leaf_weight=23.063858251520291 59.449108869737756 3.0388233857993319 3.9579008109285487 leaf_count=484 1621 111 30 internal_value=0 0.00666141 -0.000410288 internal_weight=0 26.1027 63.407 internal_count=2246 595 1651 is_linear=0 shrinkage=0.0224292 Tree=7044 num_leaves=4 num_cat=0 split_feature=47 48 4 split_gain=3.08214 3.43903 2.33027 threshold=0.092530000000000015 0.086870000000000017 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027819768796216054 -0.020828928384661612 0.00085601432518894076 0.012657164369953681 leaf_weight=66.92540589491 7.0341011680429784 7.687949164523161 8.6184188933621027 leaf_count=1815 119 135 211 internal_value=0 -0.00951847 0.00169329 internal_weight=0 14.7221 75.5438 internal_count=2280 254 2026 is_linear=0 shrinkage=0.0224292 Tree=7045 num_leaves=4 num_cat=0 split_feature=47 48 4 split_gain=2.95268 3.30978 2.2476 threshold=0.092530000000000015 0.086870000000000017 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000271957897275906 -0.02046471138068379 0.00083698634356245709 0.012471094727717518 leaf_weight=66.925839203435316 6.9994476431311323 7.6868157687858911 8.5518617882844392 leaf_count=1815 119 135 211 internal_value=0 -0.00932875 0.00165696 internal_weight=0 14.6863 75.4777 internal_count=2280 254 2026 is_linear=0 shrinkage=0.0224292 Tree=7046 num_leaves=4 num_cat=0 split_feature=47 48 4 split_gain=2.82854 3.18508 2.16746 threshold=0.092530000000000015 0.086870000000000017 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026585811513525365 -0.02010545369782795 0.00081837898606017994 0.012285896224436411 leaf_weight=66.926264128239382 6.9654503385827393 7.6857100194465602 8.4870969676194346 leaf_count=1815 119 135 211 internal_value=0 -0.00914244 0.00162137 internal_weight=0 14.6512 75.4134 internal_count=2280 254 2026 is_linear=0 shrinkage=0.0224292 Tree=7047 num_leaves=4 num_cat=0 split_feature=47 48 4 split_gain=2.70952 3.06476 2.0898 threshold=0.092530000000000015 0.086870000000000017 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002598952479067013 -0.019751115796231566 0.00080018219250965262 0.012101634107271535 leaf_weight=66.926680994307389 6.9321025954850466 7.6846313129353803 8.4240756992803636 leaf_count=1815 119 135 211 internal_value=0 -0.00895948 0.00158651 internal_weight=0 14.6167 75.3508 internal_count=2280 254 2026 is_linear=0 shrinkage=0.0224292 Tree=7048 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=5.33329 3.72512 0.805887 threshold=0.16180500000000003 0.14114500000000005 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055676620080428649 -0.0068088317884164359 0.026102363530701087 -0.026320268676380543 leaf_weight=83.66087972254536 1.4605413666868114 2.9547071708366266 4.0835814634583576 leaf_count=1985 31 22 235 internal_value=0 0.00143376 -0.0212212 internal_weight=0 86.6156 5.54412 internal_count=2273 2007 266 is_linear=0 shrinkage=0.0224292 Tree=7049 num_leaves=4 num_cat=0 split_feature=52 15 0 split_gain=5.18791 2.60843 0.822384 threshold=0.16180500000000003 0.088235000000000022 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.030381028069485e-05 -0.00012603140014970626 0.00017851458294947979 -0.00051125466921392673 leaf_weight=69.637141525914558 1.4726281235052736 17.739891562887351 4.0755851775511465 leaf_count=1587 31 420 235 internal_value=0 2.8062e-05 -0.00040979 internal_weight=0 87.377 5.54821 internal_count=2273 2007 266 is_linear=0 shrinkage=0.000439788 Tree=7050 num_leaves=4 num_cat=0 split_feature=52 15 0 split_gain=5.24814 2.5705 0.76009 threshold=0.16180500000000003 0.088235000000000022 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.242113440678721e-05 -0.00014081719578047951 0.0001738932040383766 -0.00050924183214203866 leaf_weight=70.675454214215279 1.4908770974434444 17.942559338953288 4.1274958403937481 leaf_count=1587 31 420 235 internal_value=0 2.53314e-05 -0.000412286 internal_weight=0 88.618 5.61837 internal_count=2273 2007 266 is_linear=0 shrinkage=0.000439788 Tree=7051 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=5.15211 3.60598 0.800217 threshold=0.16180500000000003 0.14114500000000005 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054202079050887151 -0.0066605237488352774 0.025814268280241068 -0.026139886828591887 leaf_weight=83.712198344806893 1.4608053632837252 2.9209938510321072 4.0193012118779725 leaf_count=1985 31 22 235 internal_value=0 0.00139962 -0.0209885 internal_weight=0 86.6332 5.48011 internal_count=2273 2007 266 is_linear=0 shrinkage=0.0224292 Tree=7052 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=2.36176 3.55654 1.26976 threshold=0.27467500000000006 -0.22665999999999997 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049055748726370212 0.00040925630225301975 -4.6778597021426937e-05 9.0686100287118161e-05 leaf_weight=2.4433875558897844 3.3643061571201534 73.33874132562687 8.5552471543269331 leaf_count=11 66 1994 188 internal_value=0 -2.93345e-05 0.000181114 internal_weight=0 75.7821 11.9196 internal_count=2259 2005 254 is_linear=0 shrinkage=0.000439788 Tree=7053 num_leaves=4 num_cat=0 split_feature=4 403 4 split_gain=2.25927 2.86007 1.29784 threshold=0.27467500000000006 0.03138500000000001 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032887159658205696 0.021019813405009906 0.0094239972856370244 0.0043794175813966696 leaf_weight=64.134950168329851 3.2783775418647556 10.318670358486996 8.3265229824901308 leaf_count=1752 66 253 188 internal_value=0 -0.00152487 0.00910712 internal_weight=0 74.4536 11.6049 internal_count=2259 2005 254 is_linear=0 shrinkage=0.0224292 Tree=7054 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=2.38614 3.4483 1.2294 threshold=0.27467500000000006 -0.22665999999999997 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048620620102495361 0.00040967099843273053 -4.706319587974515e-05 9.3751313333552454e-05 leaf_weight=2.4039060240611425 3.2953754012996788 73.183530090582281 8.5344004483631561 leaf_count=11 66 1994 188 internal_value=0 -2.99851e-05 0.000182274 internal_weight=0 75.5874 11.8298 internal_count=2259 2005 254 is_linear=0 shrinkage=0.000439788 Tree=7055 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=2.17316 3.33952 1.27577 threshold=0.27467500000000006 -0.097839999999999996 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019874147741777481 0.020895798077943534 -0.0025455356811610319 0.00429685590293218 leaf_weight=3.4884513479191801 3.2245298664638531 70.992201992955415 8.3156781250145269 leaf_count=30 66 1975 188 internal_value=0 -0.00149064 0.00896173 internal_weight=0 74.4807 11.5402 internal_count=2259 2005 254 is_linear=0 shrinkage=0.0224292 Tree=7056 num_leaves=3 num_cat=0 split_feature=160 0 split_gain=2.78996 2.21731 threshold=-0.40446999999999994 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048126292393348049 -9.8174352424462957e-06 0.00017074226129129674 leaf_weight=2.1636538126231235 74.910919079718951 15.936862166679928 leaf_count=183 1856 256 internal_value=0 2.18862e-05 internal_weight=0 90.8478 internal_count=2295 2112 is_linear=0 shrinkage=0.000439788 Tree=7057 num_leaves=3 num_cat=0 split_feature=160 0 split_gain=2.82601 2.11681 threshold=-0.40446999999999994 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048189628296805876 -8.6867993987675399e-06 0.00016799470636947946 leaf_weight=2.1839899371334459 75.012650168911932 15.875142691831568 leaf_count=183 1856 256 internal_value=0 2.22025e-05 internal_weight=0 90.8878 internal_count=2295 2112 is_linear=0 shrinkage=0.000439788 Tree=7058 num_leaves=3 num_cat=0 split_feature=160 0 split_gain=2.82814 2.22571 threshold=-0.40446999999999994 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048153057345866546 -8.7391962167264052e-06 0.00017174724712351342 leaf_weight=2.1817592864372264 75.167972692142939 16.014368813936017 leaf_count=183 1856 256 internal_value=0 2.2989e-05 internal_weight=0 91.1823 internal_count=2295 2112 is_linear=0 shrinkage=0.000439788 Tree=7059 num_leaves=3 num_cat=0 split_feature=160 0 split_gain=2.82177 2.37803 threshold=-0.40446999999999994 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048129622828739195 -1.0419918566685131e-05 0.00017573994123832202 leaf_weight=2.1841165899231774 75.328128247396307 16.090798444427492 leaf_count=183 1856 256 internal_value=0 2.23762e-05 internal_weight=0 91.4189 internal_count=2295 2112 is_linear=0 shrinkage=0.000439788 Tree=7060 num_leaves=3 num_cat=0 split_feature=39 158 split_gain=2.64967 2.30395 threshold=0.11536 0.09031500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081586973445404705 0.021921888067297113 -0.019095137497579209 leaf_weight=85.439061963304994 2.8811328519368535 3.0080437641845483 leaf_count=2038 48 201 internal_value=0 0.000134731 internal_weight=0 88.4471 internal_count=2287 2239 is_linear=0 shrinkage=0.0224292 Tree=7061 num_leaves=3 num_cat=0 split_feature=39 2 split_gain=2.5653 2.16298 threshold=0.11536 0.088435000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0040692832880905375 0.021693172994639239 0.0030599118251915421 leaf_weight=36.314074726516083 2.8467972826038013 52.102655179713111 leaf_count=1119 48 1120 internal_value=0 0.000131598 internal_weight=0 88.4167 internal_count=2287 2239 is_linear=0 shrinkage=0.0224292 Tree=7062 num_leaves=3 num_cat=0 split_feature=39 158 split_gain=2.48328 2.14229 threshold=0.11536 0.090045000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00078605215325943496 0.021464792273028447 -0.018419701218127627 leaf_weight=85.345758883392591 2.8131411093345369 3.0062141847593002 leaf_count=2036 48 203 internal_value=0 0.00012873 internal_weight=0 88.352 internal_count=2287 2239 is_linear=0 shrinkage=0.0224292 Tree=7063 num_leaves=3 num_cat=0 split_feature=39 2 split_gain=2.48112 2.16933 threshold=0.11536 0.088435000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.9283094489816382e-05 0.00042010311300973689 6.017165484069262e-05 leaf_weight=36.580446622390809 2.8262868290476026 52.536031612889929 leaf_count=1119 48 1120 internal_value=0 2.92368e-06 internal_weight=0 89.1165 internal_count=2287 2239 is_linear=0 shrinkage=0.000439788 Tree=7064 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=4.51786 2.96972 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02357993193000563 -0.0032093566378258828 0.0051987479628681568 leaf_weight=4.0149783070082767 45.276304885823265 39.595397483632041 leaf_count=115 1152 1000 internal_value=0 0.000713583 internal_weight=0 84.8717 internal_count=2267 2152 is_linear=0 shrinkage=0.0224292 Tree=7065 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=4.50959 2.63627 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045908418565864456 -5.6526705230566633e-05 9.8079881886160405e-05 leaf_weight=4.037474261946044 45.798974410211486 39.89595398333131 leaf_count=115 1152 1000 internal_value=0 1.54574e-05 internal_weight=0 85.6949 internal_count=2267 2152 is_linear=0 shrinkage=0.000439788 Tree=7066 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=4.13776 2.75638 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004431072844136371 -6.1134560711699945e-05 9.6477366412799033e-05 leaf_weight=4.0227269653114481 46.120748663726772 40.104850757354143 leaf_count=115 1152 1000 internal_value=0 1.21783e-05 internal_weight=0 86.2256 internal_count=2267 2152 is_linear=0 shrinkage=0.000439788 Tree=7067 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=4.33857 2.82781 threshold=-0.49367499999999992 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023179517680242012 -0.0031288210887521649 0.0050738079071214713 leaf_weight=3.9901043393765567 45.312388184000156 39.606155546368427 leaf_count=115 1152 1000 internal_value=0 0.00069718 internal_weight=0 84.9185 internal_count=2267 2152 is_linear=0 shrinkage=0.0224292 Tree=7068 num_leaves=4 num_cat=0 split_feature=403 43 16 split_gain=2.48136 2.22212 1.19248 threshold=0.093800000000000008 -0.17632999999999996 -0.074204999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024427548443024441 -0.00050326042419802377 1.4054085573844556e-05 -1.1614025153612077e-05 leaf_weight=8.9782942243618873 2.477857977100939 82.148653475757783 1.5458222133602237 leaf_count=115 132 1977 56 internal_value=0 3.67831e-05 -0.000315326 internal_weight=0 91.1269 4.02368 internal_count=2280 2092 188 is_linear=0 shrinkage=0.000439788 Tree=7069 num_leaves=4 num_cat=0 split_feature=403 43 16 split_gain=2.48044 2.24004 1.15746 threshold=0.093800000000000008 -0.17632999999999996 -0.074204999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024235309049062238 -0.00050587382150306544 1.0454975646435356e-05 -1.7980465121642208e-05 leaf_weight=8.9242895294300961 2.4591388693443155 81.270194046496727 1.517973925496334 leaf_count=115 132 1977 56 internal_value=0 3.34466e-05 -0.000320632 internal_weight=0 90.1945 3.97711 internal_count=2280 2092 188 is_linear=0 shrinkage=0.000439788 Tree=7070 num_leaves=4 num_cat=0 split_feature=52 12 16 split_gain=1.99949 3.40152 2.90392 threshold=0.083750000000000005 0.10115500000000001 -0.20174999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029525866688764318 -0.010144411212478948 0.011700847678673441 0.010016141224941951 leaf_weight=59.239876551398993 4.3483884577435701 9.1886245071327703 20.345206910720663 leaf_count=1325 97 197 661 internal_value=0 -0.000982199 0.0064609 internal_weight=0 68.4285 24.6936 internal_count=2280 1522 758 is_linear=0 shrinkage=0.0224292 Tree=7071 num_leaves=4 num_cat=0 split_feature=457 151 3 split_gain=1.94459 4.422 2.70334 threshold=0.069910000000000014 0.061780000000000009 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088155828800940599 -0.00037442991733835422 -0.021546058489449814 0.018418195160755841 leaf_weight=72.908275562796007 8.4194856010944914 4.6890665875980622 7.0763255140482206 leaf_count=2009 139 81 51 internal_value=0 -0.000478668 0.00821952 internal_weight=0 77.5973 15.4958 internal_count=2280 2090 190 is_linear=0 shrinkage=0.0224292 Tree=7072 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=2.93241 6.43437 1.35832 threshold=0.043130000000000009 -0.16676499999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.036372835908397044 0.0022984924788077192 -0.00055230296691232967 0.017425845890949948 leaf_weight=2.5903445392614222 5.7468065620050766 75.940868838624738 6.2118732101444021 leaf_count=51 98 1999 89 internal_value=0 -0.00174239 0.0101716 internal_weight=0 78.5312 11.9587 internal_count=2237 2050 187 is_linear=0 shrinkage=0.0224292 Tree=7073 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=2.86108 6.22467 1.27825 threshold=0.043130000000000009 -0.16676499999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070153948911396216 4.8738775318944754e-05 -9.9771712650640842e-06 0.00033591937232895354 leaf_weight=2.5837476606247938 5.7956044839229435 76.652026932530134 6.2073314479057426 leaf_count=51 98 1999 89 internal_value=0 -3.26914e-05 0.000197552 internal_weight=0 79.2358 12.0029 internal_count=2237 2050 187 is_linear=0 shrinkage=0.000439788 Tree=7074 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=2.84751 6.11417 1.25224 threshold=0.043130000000000009 -0.16676499999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069326397569074863 5.0220004394457729e-05 -9.9305549578293141e-06 0.00033398360447699601 leaf_weight=2.5994950750609851 5.8298017380875535 77.108935882604783 6.2123629404668446 leaf_count=51 98 1999 89 internal_value=0 -3.23765e-05 0.000196906 internal_weight=0 79.7084 12.0422 internal_count=2237 2050 187 is_linear=0 shrinkage=0.000439788 Tree=7075 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=3.0769 6.13754 1.23048 threshold=0.043130000000000009 -0.16676499999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069528585334696744 5.6126590425700611e-05 -1.3084658616291959e-05 0.00033604808926050782 leaf_weight=2.618923303030896 5.8566872133524157 77.07954556605182 6.3108495136111724 leaf_count=51 98 1999 89 internal_value=0 -3.56632e-05 0.000201611 internal_weight=0 79.6985 12.1675 internal_count=2237 2050 187 is_linear=0 shrinkage=0.000439788 Tree=7076 num_leaves=4 num_cat=0 split_feature=43 484 12 split_gain=2.68247 2.83363 1.98731 threshold=-0.15648499999999999 0.085515000000000022 0.091495000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3586748320482248e-05 -5.854426003048506e-05 0.00018419748065649931 0.00034152835844656395 leaf_weight=4.7859396161220484 70.111609401166788 10.704716611452566 7.2248798391519813 leaf_count=72 1857 249 92 internal_value=0 -2.63554e-05 0.000196235 internal_weight=0 80.8163 12.0108 internal_count=2270 2106 164 is_linear=0 shrinkage=0.000439788 Tree=7077 num_leaves=4 num_cat=0 split_feature=43 484 12 split_gain=2.64865 2.73911 2.001 threshold=-0.15648499999999999 0.085515000000000022 0.091495000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5240390916559403e-05 -5.766531895292446e-05 0.0001809538407041579 0.00034130852737620864 leaf_weight=4.784909331778179 70.170697795809247 10.707445841574552 7.2089894771415857 leaf_count=72 1857 249 92 internal_value=0 -2.60393e-05 0.000195268 internal_weight=0 80.8781 11.9939 internal_count=2270 2106 164 is_linear=0 shrinkage=0.000439788 Tree=7078 num_leaves=4 num_cat=0 split_feature=43 157 43 split_gain=2.58726 2.72673 1.62162 threshold=-0.15648499999999999 -0.077234999999999984 -0.34140499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026667135503415252 0.0091130112932736682 -0.0030123257380144136 0.019436112315457863 leaf_weight=6.7750936396296311 10.772650627237452 68.875927951543417 5.0635824512282834 leaf_count=89 267 1839 75 internal_value=0 -0.00137056 0.00985899 internal_weight=0 79.6486 11.8387 internal_count=2270 2106 164 is_linear=0 shrinkage=0.0224292 Tree=7079 num_leaves=4 num_cat=0 split_feature=43 484 12 split_gain=2.47878 2.79947 2.02437 threshold=-0.15648499999999999 0.085515000000000022 0.091495000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017546953233756649 -0.0029830101246929061 0.0094166937193108213 0.017200567493243633 leaf_weight=4.7006529749196471 69.095499561106408 10.540293542320795 7.1074867204006296 leaf_count=72 1857 249 92 internal_value=0 -0.00133997 0.00966409 internal_weight=0 79.6358 11.8081 internal_count=2270 2106 164 is_linear=0 shrinkage=0.0224292 Tree=7080 num_leaves=3 num_cat=0 split_feature=48 14 split_gain=2.24925 2.42625 threshold=0.12879500000000002 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012913653501902085 -0.012455864238965459 0.0030456191121503696 leaf_weight=5.0577277442571349 5.6127115789404334 85.579995566918114 leaf_count=100 71 2110 internal_value=0 0.00215253 internal_weight=0 90.6377 internal_count=2281 2210 is_linear=0 shrinkage=0.0224292 Tree=7081 num_leaves=3 num_cat=0 split_feature=48 14 split_gain=2.1493 2.31564 threshold=0.12879500000000002 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012597451176841485 -0.012173762342019364 0.0029779339780511569 leaf_weight=5.0687441722548092 5.6143922853443646 85.562645982617141 leaf_count=100 71 2110 internal_value=0 0.00210438 internal_weight=0 90.6314 internal_count=2281 2210 is_linear=0 shrinkage=0.0224292 Tree=7082 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=2.05374 2.28151 threshold=0.12879500000000002 0.092475000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00059388193503911947 -0.011897751736146935 0.010710715702234294 leaf_weight=77.53415397718436 5.6162127348670756 13.091596010555802 leaf_count=2015 71 195 internal_value=0 0.00205729 internal_weight=0 90.6257 internal_count=2281 2210 is_linear=0 shrinkage=0.0224292 Tree=7083 num_leaves=3 num_cat=0 split_feature=454 48 split_gain=1.99948 1.97588 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017179415340092392 0.0025801261328932405 -0.011548534537495918 leaf_weight=2.8652352278877506 88.065381354756028 5.2591123069723826 leaf_count=60 2160 61 internal_value=0 0.00178173 internal_weight=0 93.3245 internal_count=2281 2221 is_linear=0 shrinkage=0.0224292 Tree=7084 num_leaves=4 num_cat=0 split_feature=131 12 12 split_gain=2.00417 2.62494 1.40146 threshold=0.10033500000000002 0.092355000000000007 0.10115500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9766077291278342e-05 1.8188084340477706e-05 -0.00014771611971890695 0.00057423806171929648 leaf_weight=71.211409272020319 1.4835837060963961 15.910546392111426 2.1285040285729337 leaf_count=1481 130 589 29 internal_value=0 1.36767e-05 0.00034715 internal_weight=0 87.122 3.61209 internal_count=2229 2070 159 is_linear=0 shrinkage=0.000439788 Tree=7085 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=2.15109 3.98497 3.4014 threshold=0.084175000000000014 0.086100000000000024 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022675090857073629 -0.025693546222767972 0.00036377291198938071 0.0028594499836288091 leaf_weight=5.2778836324432659 3.0989322533641817 55.61690171455848 24.622674356796779 leaf_count=139 206 1366 518 internal_value=0 -0.0010194 0.00636944 internal_weight=0 58.7158 29.9006 internal_count=2229 1572 657 is_linear=0 shrinkage=0.0224292 Tree=7086 num_leaves=4 num_cat=0 split_feature=2 2 133 split_gain=2.05584 3.87085 3.26747 threshold=0.084175000000000014 0.086100000000000024 0.064285000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028200710410953402 -0.025512846952917497 0.00035563199750816518 0.022365351582969262 leaf_weight=24.710210542878489 3.0515536580351172 55.614509135682965 5.1929971393547012 leaf_count=479 206 1366 178 internal_value=0 -0.000997795 0.00622641 internal_weight=0 58.6661 29.9032 internal_count=2229 1572 657 is_linear=0 shrinkage=0.0224292 Tree=7087 num_leaves=4 num_cat=0 split_feature=131 12 16 split_gain=1.96883 2.50312 0.640234 threshold=0.10033500000000002 0.092355000000000007 -0.078844999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025402782977119137 0.027824434149788042 -0.0074360895398772669 0.0086459116779079945 leaf_weight=69.528105835120186 1.6625975204078716 15.446742703046764 1.8801299390470365 leaf_count=1481 66 589 93 internal_value=0 0.000725509 0.0177473 internal_weight=0 84.9748 3.54273 internal_count=2229 2070 159 is_linear=0 shrinkage=0.0224292 Tree=7088 num_leaves=3 num_cat=0 split_feature=1447 3 split_gain=2.45547 2.15004 threshold=-1.0000000180025095e-35 0.11429000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041468097536743537 -1.9182596666673348e-05 0.00017416271245809562 leaf_weight=2.7034451991576125 75.328623861758388 13.031901213886156 leaf_count=206 1890 172 internal_value=0 9.3645e-06 internal_weight=0 88.3605 internal_count=2268 2062 is_linear=0 shrinkage=0.000439788 Tree=7089 num_leaves=3 num_cat=0 split_feature=1447 9 split_gain=2.48333 2.23351 threshold=-1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021303106441472635 0.0013355876914301853 -0.014811457795246662 leaf_weight=2.690141403699271 83.210130309231317 4.5257794751669271 leaf_count=206 1996 66 internal_value=0 0.000499615 internal_weight=0 87.7359 internal_count=2268 2062 is_linear=0 shrinkage=0.0224292 Tree=7090 num_leaves=3 num_cat=0 split_feature=124 2 split_gain=2.2783 2.50188 threshold=0.093335000000000015 0.08826500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0056033874375846313 0.019985026862478807 0.002195462012613053 leaf_weight=33.436844744847804 2.7222082796797613 54.228791331768662 leaf_count=1090 38 1140 internal_value=0 -0.000779696 internal_weight=0 87.6656 internal_count=2268 2230 is_linear=0 shrinkage=0.0224292 Tree=7091 num_leaves=4 num_cat=0 split_feature=123 43 52 split_gain=2.26398 2.20139 0.911503 threshold=1.0000000180025095e-35 0.12110000000000001 -0.0093349999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6789103061743224e-05 0.00039253171969279104 0.0002070764008057903 6.6351823620838715e-05 leaf_weight=77.854004945408633 3.5460382783348905 7.2001815234434607 3.1133288432247346 leaf_count=1894 104 186 84 internal_value=0 -2.52567e-05 0.000240665 internal_weight=0 85.0542 6.65937 internal_count=2268 2080 188 is_linear=0 shrinkage=0.000439788 Tree=7092 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=2.67406 2.53976 threshold=-0.14917999999999998 -0.11437499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012146437256696606 -0.011826162426407714 0.0001961142389691652 leaf_weight=8.1534231894183886 10.098156629137518 70.01150855053038 leaf_count=70 364 1806 internal_value=0 -0.0013218 internal_weight=0 80.1097 internal_count=2240 2170 is_linear=0 shrinkage=0.0224292 Tree=7093 num_leaves=4 num_cat=0 split_feature=16 14 43 split_gain=2.49098 3.23425 1.82844 threshold=0.50720500000000013 -0.23083499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038869737538293288 -0.0006410986581645708 3.4563328263774894e-05 -2.1361508230370174e-05 leaf_weight=3.6264854766995986 1.9534454326785637 82.761295849260023 1.7294302023947228 leaf_count=74 82 2009 75 internal_value=0 1.67132e-05 -0.000351689 internal_weight=0 86.3878 3.68288 internal_count=2240 2083 157 is_linear=0 shrinkage=0.000439788 Tree=7094 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=2.56586 2.43507 threshold=-0.14917999999999998 -0.11437499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011925962568605088 -0.011585940580579436 0.00019515392246057255 leaf_weight=8.1227929436136019 10.079542317853337 70.037726782806203 leaf_count=70 364 1806 internal_value=0 -0.00128943 internal_weight=0 80.1173 internal_count=2240 2170 is_linear=0 shrinkage=0.0224292 Tree=7095 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=2.55356 2.25849 threshold=-0.14917999999999998 -0.11437499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023268216088868086 -0.00021773847073985935 3.1864155932691081e-06 leaf_weight=8.1891720751300436 10.22546563295691 70.814015231594567 leaf_count=70 364 1806 internal_value=0 -2.47343e-05 internal_weight=0 81.0395 internal_count=2240 2170 is_linear=0 shrinkage=0.000439788 Tree=7096 num_leaves=4 num_cat=0 split_feature=15 0 151 split_gain=2.61434 5.25131 3.1436 threshold=0.088435000000000014 -0.12851999999999997 0.084990000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055356874643041568 0.0032672265206541385 -0.0069213284453905231 0.029607911984247611 leaf_weight=26.924470778638351 15.048349099402914 46.228215847103456 2.6684697549790135 leaf_count=274 513 1443 8 internal_value=0 -0.00233617 0.00726221 internal_weight=0 73.1527 17.7168 internal_count=2238 1717 521 is_linear=0 shrinkage=0.0224292 Tree=7097 num_leaves=4 num_cat=0 split_feature=15 0 151 split_gain=2.50319 5.02337 3.0688 threshold=0.088435000000000014 -0.12851999999999997 0.084990000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0054225938890672346 0.0031925734642192886 -0.006770071503505345 0.02937871224037886 leaf_weight=26.8705337089159 15.055184388104864 46.201750115370487 2.6295580742880693 leaf_count=274 513 1443 8 internal_value=0 -0.00228627 0.00711369 internal_weight=0 73.0723 17.6847 internal_count=2238 1717 521 is_linear=0 shrinkage=0.0224292 Tree=7098 num_leaves=4 num_cat=0 split_feature=15 15 151 split_gain=2.39674 4.96888 2.99596 threshold=0.088435000000000014 0.050935000000000008 0.084990000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073976225155190922 0.00311965086628899 -0.025101140318393375 0.029154450363561998 leaf_weight=68.525675514396426 15.061902734520119 4.4688020960602435 2.5909359306097022 leaf_count=1386 513 331 8 internal_value=0 -0.00223737 0.00696819 internal_weight=0 72.9945 17.6528 internal_count=2238 1717 521 is_linear=0 shrinkage=0.0224292 Tree=7099 num_leaves=4 num_cat=0 split_feature=15 15 151 split_gain=2.29482 4.8271 2.92499 threshold=0.088435000000000014 0.050935000000000008 0.084990000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072310710481266025 0.0030484181258902815 -0.024894431990895857 0.028934871819121511 leaf_weight=68.532000385499487 15.068505523079695 4.4057188241276881 2.5526219997555009 leaf_count=1386 513 331 8 internal_value=0 -0.00218928 0.00682562 internal_weight=0 72.9377 17.6211 internal_count=2238 1717 521 is_linear=0 shrinkage=0.0224292 Tree=7100 num_leaves=3 num_cat=0 split_feature=1212 159 split_gain=2.32645 2.40357 threshold=-1.0000000180025095e-35 -0.032739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045402780388916527 -0.00028988354844444774 2.5894826533706491e-05 leaf_weight=2.1442205063867723 4.927403339492229 81.068837669291497 leaf_count=162 309 1826 internal_value=0 7.74106e-06 internal_weight=0 85.9962 internal_count=2297 2135 is_linear=0 shrinkage=0.000439788 Tree=7101 num_leaves=4 num_cat=0 split_feature=159 401 2 split_gain=2.16286 2.03694 0.866243 threshold=-0.032739999999999991 0.08481000000000001 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040639493527315116 2.8090640359593189e-05 -0.00032872723529421305 -6.8043590571765789e-06 leaf_weight=3.4299903724549941 79.627964225636788 3.2003939141723086 1.5090390147961441 leaf_count=277 1778 206 36 internal_value=0 1.4231e-05 -0.000284803 internal_weight=0 82.8284 4.93903 internal_count=2297 1984 313 is_linear=0 shrinkage=0.000439788 Tree=7102 num_leaves=3 num_cat=0 split_feature=1212 159 split_gain=2.21987 2.27498 threshold=-1.0000000180025095e-35 -0.032739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023113553841910422 -0.014547310065016921 0.0012563983104216909 leaf_weight=2.0590048194644615 4.8419178231033575 79.919159151655549 leaf_count=162 309 1826 internal_value=0 0.00035055 internal_weight=0 84.7611 internal_count=2297 2135 is_linear=0 shrinkage=0.0224292 Tree=7103 num_leaves=4 num_cat=0 split_feature=159 401 2 split_gain=2.06356 2.02382 0.981884 threshold=-0.032739999999999991 0.08481000000000001 0.11583000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004047596656306208 2.8099417850465122e-05 -0.00032851068974120329 2.6860351892618391e-05 leaf_weight=3.4682402420157805 79.703756347028502 3.1825852804977321 1.4372590377170125 leaf_count=279 1778 206 34 internal_value=0 1.43342e-05 -0.000278686 internal_weight=0 82.8863 4.9055 internal_count=2297 1984 313 is_linear=0 shrinkage=0.000439788 Tree=7104 num_leaves=3 num_cat=0 split_feature=456 14 split_gain=1.93673 2.14732 threshold=0.087485000000000021 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023407158019120235 -0.00027135457609859522 4.7127692083631707e-05 leaf_weight=5.5716758151538661 4.2947387633066674 86.816266665246985 leaf_count=101 125 2050 internal_value=0 3.01244e-05 internal_weight=0 92.3879 internal_count=2276 2151 is_linear=0 shrinkage=0.000439788 Tree=7105 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.95688 2.17331 threshold=-0.53299999999999992 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045632394222368554 0.00029845433668217967 8.1983254691036098e-06 leaf_weight=1.6487124434352143 5.2611589291809642 90.601305774094726 leaf_count=142 96 2038 internal_value=0 2.41845e-05 internal_weight=0 95.8625 internal_count=2276 2134 is_linear=0 shrinkage=0.000439788 Tree=7106 num_leaves=3 num_cat=0 split_feature=456 14 split_gain=1.94308 2.22197 threshold=0.087485000000000021 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012243190134933727 -0.013945233529924706 0.0024431586924050811 leaf_weight=5.4957251036248627 4.2364225505516506 86.041428520433328 leaf_count=101 125 2050 internal_value=0 0.00155905 internal_weight=0 91.5372 internal_count=2276 2151 is_linear=0 shrinkage=0.0224292 Tree=7107 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.95749 2.3707 threshold=-0.53299999999999992 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045645439333783194 0.00031041837225408094 5.9756017871356132e-06 leaf_weight=1.6595291751400498 5.2139289697515769 90.566797698074879 leaf_count=142 96 2038 internal_value=0 2.26068e-05 internal_weight=0 95.7807 internal_count=2276 2134 is_linear=0 shrinkage=0.000439788 Tree=7108 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=3.06965 6.46713 5.18037 threshold=-0.077654999999999988 0.09227500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022935000496107884 -0.01264293693928004 0.0020160422951431087 0.0084706311641430734 leaf_weight=2.9627226775628541 26.447957420969033 35.3674017848316 23.219160787413784 leaf_count=141 919 603 622 internal_value=0 -0.00425783 0.00490267 internal_weight=0 61.8154 26.1819 internal_count=2285 1522 763 is_linear=0 shrinkage=0.0224292 Tree=7109 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=2.80536 6.78555 4.90319 threshold=-0.077654999999999988 0.094435000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044074978336046047 -0.00023109908665455394 5.8321589579037419e-05 0.0001562571706646992 leaf_weight=2.9808048409904613 30.317505095697925 32.390918311852147 23.551404320880465 leaf_count=141 967 555 622 internal_value=0 -8.16317e-05 8.89167e-05 internal_weight=0 62.7084 26.5322 internal_count=2285 1522 763 is_linear=0 shrinkage=0.000439788 Tree=7110 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=2.86072 6.3881 4.93745 threshold=-0.077654999999999988 0.09227500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004404413606471053 -0.00024201590746543558 4.1931267803980525e-05 0.00016080784524098406 leaf_weight=2.9577913632383597 26.707088411672885 35.91012088667776 23.477939663145662 leaf_count=141 919 603 622 internal_value=0 -7.92129e-05 9.32671e-05 internal_weight=0 62.6172 26.4357 internal_count=2285 1522 763 is_linear=0 shrinkage=0.000439788 Tree=7111 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=2.92974 6.21308 4.97488 threshold=-0.077654999999999988 0.09227500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022657674128390669 -0.012404659339416708 0.0019778501350376865 0.0082680486119338856 leaf_weight=2.9302536151954 26.354549615830365 35.369688692859199 23.225423676019091 leaf_count=141 919 603 622 internal_value=0 -0.00416502 0.0047894 internal_weight=0 61.7242 26.1557 internal_count=2285 1522 763 is_linear=0 shrinkage=0.0224292 Tree=7112 num_leaves=4 num_cat=0 split_feature=403 131 403 split_gain=2.11461 2.37457 1.87648 threshold=0.092660000000000006 0.10033500000000002 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023726344389424989 0.023008547851802053 0.015159335131731958 0.00012870783043096107 leaf_weight=79.756651151987171 3.4538095180178052 4.0665392947485079 3.7514296850131359 leaf_count=1937 35 141 146 internal_value=0 -0.00151884 0.0111279 internal_weight=0 83.8232 7.20524 internal_count=2259 2078 181 is_linear=0 shrinkage=0.0224292 Tree=7113 num_leaves=4 num_cat=0 split_feature=48 15 51 split_gain=2.0671 3.52049 3.45822 threshold=0.092805000000000012 -0.124985 0.10707500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011109965157818978 -0.0090856530683782015 0.013121484042238941 -0.025196164940889353 leaf_weight=70.773438868040103 5.0991924661047987 12.036462501477216 3.112778684058866 leaf_count=1884 98 157 120 internal_value=0 0.00651037 -0.00213194 internal_weight=0 17.1357 73.8862 internal_count=2259 255 2004 is_linear=0 shrinkage=0.0224292 Tree=7114 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=1.96525 2.84355 threshold=0.14753000000000002 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033885126229018874 0.00035097298090445701 -5.532921717273431e-07 leaf_weight=5.0786189479622399 2.8323997014522311 83.87394106670763 leaf_count=95 105 2059 internal_value=0 -1.99365e-05 internal_weight=0 88.9526 internal_count=2259 2154 is_linear=0 shrinkage=0.000439788 Tree=7115 num_leaves=4 num_cat=0 split_feature=48 51 16 split_gain=2.10921 3.32234 3.29375 threshold=0.092805000000000012 0.10707500000000002 -0.42305999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2399963814218347e-05 -0.00019455153690946109 -0.00048361499583479006 0.00024189100436756235 leaf_weight=71.571130667914986 4.5057214018888798 3.1349767325846178 12.825704169677918 leaf_count=1884 43 120 212 internal_value=0 -4.18731e-05 0.000128338 internal_weight=0 74.7061 17.3314 internal_count=2259 2004 255 is_linear=0 shrinkage=0.000439788 Tree=7116 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=3.37719 2.97972 1.34496 threshold=0.080930000000000016 0.13840500000000003 -0.072214999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004289853402094106 0.016792555778430238 0.014072416019381369 0.0028556337695359608 leaf_weight=69.888817315775668 6.0492261641484211 4.7292863131078766 8.2003858553725859 leaf_count=1975 72 101 122 internal_value=0 -0.00312275 0.00878667 internal_weight=0 74.6181 14.2496 internal_count=2270 2076 194 is_linear=0 shrinkage=0.0224292 Tree=7117 num_leaves=4 num_cat=0 split_feature=457 133 49 split_gain=3.23592 2.96755 1.3018 threshold=0.080930000000000016 -0.086279999999999982 -0.072214999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078253473669813653 0.016535943876138305 -0.0048932697515411015 0.002793997665274028 leaf_weight=10.771454311483465 6.006104088475694 63.798549718189861 8.1938000465379428 leaf_count=330 72 1746 122 internal_value=0 -0.00305456 0.0086208 internal_weight=0 74.57 14.1999 internal_count=2270 2076 194 is_linear=0 shrinkage=0.0224292 Tree=7118 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=3.09983 2.85614 1.25968 threshold=0.080930000000000016 0.13840500000000003 -0.072214999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004126489468937111 0.016280866900669284 0.013897378978019568 0.0027336398161914945 leaf_weight=69.859886517891937 5.9641587416990651 4.703305993207322 8.1873734307373507 leaf_count=1975 72 101 122 internal_value=0 -0.00298631 0.00845736 internal_weight=0 74.5632 14.1515 internal_count=2270 2076 194 is_linear=0 shrinkage=0.0224292 Tree=7119 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=3.28468 2.87578 1.15633 threshold=0.080930000000000016 0.13840500000000003 -0.072214999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2286759287539911e-05 0.00031637416009432101 0.00027123889905449479 6.3149975415245104e-05 leaf_weight=71.044651024104496 5.9919674898555959 4.7292851823804076 8.3385827157908334 leaf_count=1975 72 101 122 internal_value=0 -6.01594e-05 0.00016931 internal_weight=0 75.7739 14.3306 internal_count=2270 2076 194 is_linear=0 shrinkage=0.000439788 Tree=7120 num_leaves=3 num_cat=0 split_feature=1348 51 split_gain=2.94219 2.87166 threshold=0.084620000000000015 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00296807513075804 0.020295109784307205 0.0069848219637777768 leaf_weight=68.506692225306324 3.4221618267911245 18.507379699595731 leaf_count=1886 53 340 internal_value=0 -0.000850085 internal_weight=0 87.0141 internal_count=2279 2226 is_linear=0 shrinkage=0.0224292 Tree=7121 num_leaves=3 num_cat=0 split_feature=1348 51 split_gain=2.83428 2.77102 threshold=0.084620000000000015 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.408121618976543e-05 0.00039406602556060853 0.00013683312756076875 leaf_weight=69.044004974605741 3.4111912208609274 18.663282508931843 leaf_count=1886 53 340 internal_value=0 -1.34355e-05 internal_weight=0 87.7073 internal_count=2279 2226 is_linear=0 shrinkage=0.000439788 Tree=7122 num_leaves=3 num_cat=0 split_feature=1447 12 split_gain=2.43325 1.87376 threshold=-0.086059999999999984 0.091750000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042761496112699645 2.432837299054089e-05 -0.0001266205795845483 leaf_weight=2.4969124626659314 68.009267906338209 20.739851723203174 leaf_count=85 1490 704 internal_value=0 -1.09666e-05 internal_weight=0 88.7491 internal_count=2279 2194 is_linear=0 shrinkage=0.000439788 Tree=7123 num_leaves=3 num_cat=0 split_feature=1348 51 split_gain=2.84451 2.74571 threshold=0.084620000000000015 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0028956483306081197 0.02008751216593151 0.0068412515333922839 leaf_weight=68.52338021513151 3.3804303774450082 18.483328591491954 leaf_count=1886 53 340 internal_value=0 -0.000826136 internal_weight=0 87.0067 internal_count=2279 2226 is_linear=0 shrinkage=0.0224292 Tree=7124 num_leaves=3 num_cat=0 split_feature=14 132 split_gain=2.12736 2.01611 threshold=0.076175000000000007 0.079320000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00086062600399964423 -0.01972450831359061 0.010971702567867649 leaf_weight=80.483977893487463 2.7602980983829175 7.9416836467717067 leaf_count=2012 76 215 internal_value=0 0.000204198 internal_weight=0 88.4257 internal_count=2303 2227 is_linear=0 shrinkage=0.0224292 Tree=7125 num_leaves=3 num_cat=0 split_feature=14 132 split_gain=2.04819 1.93643 threshold=0.076175000000000007 0.079320000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6260133650844075e-05 -0.0003795360584238263 0.0002102824079328865 leaf_weight=81.167988829442038 2.7562670752267868 7.9994646796039879 leaf_count=2012 76 215 internal_value=0 4.1043e-06 internal_weight=0 89.1675 internal_count=2303 2227 is_linear=0 shrinkage=0.000439788 Tree=7126 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=2.04818 1.94782 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017654876987565217 -0.019427017223468949 0.00082023739344278977 leaf_weight=2.9514699792489401 2.7391541383185531 85.467474573436448 leaf_count=43 76 2184 internal_value=0 0.00019985 internal_weight=0 88.4189 internal_count=2303 2227 is_linear=0 shrinkage=0.0224292 Tree=7127 num_leaves=3 num_cat=0 split_feature=14 132 split_gain=1.97295 1.92657 threshold=0.076175000000000007 0.079320000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00084385007785205937 -0.019136973420290169 0.01073959435307149 leaf_weight=80.50320325836492 2.7188227561018712 7.9160911227736497 leaf_count=2012 76 215 internal_value=0 0.000195298 internal_weight=0 88.4193 internal_count=2303 2227 is_linear=0 shrinkage=0.0224292 Tree=7128 num_leaves=4 num_cat=0 split_feature=457 12 1 split_gain=2.41258 3.18845 3.12033 threshold=0.069910000000000014 -0.016169999999999997 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016201500348629984 -0.00014509029975879917 -9.3044378388050506e-05 0.00028340174814539944 leaf_weight=11.044312159610852 4.9606364518695036 66.238787585810314 9.6681037074886245 leaf_count=237 85 1858 120 internal_value=0 -5.65635e-05 0.000138099 internal_weight=0 77.2831 14.6287 internal_count=2300 2095 205 is_linear=0 shrinkage=0.000439788 Tree=7129 num_leaves=4 num_cat=0 split_feature=457 1 12 split_gain=2.37556 2.94509 2.71727 threshold=0.069910000000000014 0.086105000000000015 -0.016169999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075848699700270406 -0.0071371682840955814 0.014266068290453173 -0.0046722305683337927 leaf_weight=10.56639789710607 4.8869863931904538 9.4891452364536217 64.823204823648666 leaf_count=237 85 120 1858 internal_value=0 0.00699049 -0.00295282 internal_weight=0 14.3761 75.3896 internal_count=2300 205 2095 is_linear=0 shrinkage=0.0224292 Tree=7130 num_leaves=4 num_cat=0 split_feature=457 1 43 split_gain=2.34963 2.93192 2.81045 threshold=0.069910000000000014 0.086105000000000015 -0.053419999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9387053947207785e-05 -0.00013804307389448991 0.00027851641357309941 -0.00012353216457887303 leaf_weight=29.727250764106429 4.9439187386014956 9.5674509157906851 46.744790972270494 leaf_count=943 85 120 1152 internal_value=0 0.000136603 -5.63171e-05 internal_weight=0 14.5114 76.472 internal_count=2300 205 2095 is_linear=0 shrinkage=0.000439788 Tree=7131 num_leaves=4 num_cat=0 split_feature=457 1 43 split_gain=2.23583 2.88512 2.8247 threshold=0.069910000000000014 0.086105000000000015 -0.053419999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0113160187679662e-05 -0.0001398924681992003 0.00027464250746448066 -0.00012332886758122273 leaf_weight=29.646049804607173 4.9240459587308569 9.4633846664728463 46.82818304756529 leaf_count=943 85 120 1152 internal_value=0 0.000132772 -5.60965e-05 internal_weight=0 14.3874 76.4742 internal_count=2300 205 2095 is_linear=0 shrinkage=0.000439788 Tree=7132 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=3.52663 2.15206 threshold=-0.095559999999999992 -0.094939999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027038278747371983 -0.016352599445901908 0.0010065280812598552 leaf_weight=2.4422482347581527 3.7465482651823541 78.22909516020718 leaf_count=31 103 2113 internal_value=0 0.000209538 internal_weight=0 81.9756 internal_count=2247 2216 is_linear=0 shrinkage=0.0224292 Tree=7133 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.23519 4.07725 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050533452055819645 -2.1565207851012461e-05 0.00036961861145481543 leaf_weight=2.4620570082915938 78.059808014729242 5.4984813930204828 leaf_count=31 2118 98 internal_value=0 4.25485e-06 internal_weight=0 83.5583 internal_count=2247 2216 is_linear=0 shrinkage=0.000439788 Tree=7134 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.3806 3.96323 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026525337348874276 -0.0010952092888661792 0.018896701538081841 leaf_weight=2.4322594061959526 76.690570032247706 5.3163625069282707 leaf_count=31 2118 98 internal_value=0 0.000204927 internal_weight=0 82.0069 internal_count=2247 2216 is_linear=0 shrinkage=0.0224292 Tree=7135 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.24513 3.83374 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026039238230978617 -0.0010706487651089525 0.018705134527653187 leaf_weight=2.4225606680847696 76.69071506790533 5.2512814961664835 leaf_count=31 2118 98 internal_value=0 0.000200751 internal_weight=0 81.942 internal_count=2247 2216 is_linear=0 shrinkage=0.0224292 Tree=7136 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=2.70845 3.61681 1.23357 threshold=-0.15817999999999996 -0.077774999999999983 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017168191085781954 -0.0070134249691936002 0.0028619166761626172 0.0031353940606955876 leaf_weight=6.7475231616699585 28.274929868164691 54.760335851009586 5.9178278624967788 leaf_count=74 1219 894 79 internal_value=0 -0.000501645 0.010626 internal_weight=0 83.0353 12.6654 internal_count=2266 2113 153 is_linear=0 shrinkage=0.0224292 Tree=7137 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=2.59622 3.4598 1.19011 threshold=-0.15817999999999996 -0.077774999999999983 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016866488578441939 -0.0068636290793916647 0.0027992855079585354 0.0030663645807317784 leaf_weight=6.7148868786534859 28.244757200222921 54.730603081927256 5.9157827204107889 leaf_count=74 1219 894 79 internal_value=0 -0.000490786 0.0104174 internal_weight=0 82.9754 12.6307 internal_count=2266 2113 153 is_linear=0 shrinkage=0.0224292 Tree=7138 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=2.48935 3.43495 1.11146 threshold=-0.15817999999999996 -0.077774999999999983 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032281596859551852 -0.00013097074130321676 5.6377041225706543e-05 6.2460777516137284e-05 leaf_weight=6.7592242265382065 28.723808062923126 55.414012939501845 5.9809436185169034 leaf_count=74 1219 894 79 internal_value=0 -7.59681e-06 0.000200867 internal_weight=0 84.1378 12.7402 internal_count=2266 2113 153 is_linear=0 shrinkage=0.000439788 Tree=7139 num_leaves=4 num_cat=0 split_feature=43 3 16 split_gain=2.48853 3.45635 1.12299 threshold=-0.15817999999999996 -0.077774999999999983 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.8009674238657721e-05 -0.00013505787000969992 5.2835848002234525e-05 0.00034065628183323736 leaf_weight=6.9566043314553081 28.744077433852908 55.402553628588066 5.75579852523515 leaf_count=120 1219 894 33 internal_value=0 -1.13638e-05 0.000197261 internal_weight=0 84.1466 12.7124 internal_count=2266 2113 153 is_linear=0 shrinkage=0.000439788 Tree=7140 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=2.13092 1.58361 0.471028 threshold=0.080190000000000011 -0.15648499999999999 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020072040819036886 -0.00046806755207997783 1.9058650289992623e-05 -0.0001311926639502177 leaf_weight=10.478597580804488 1.8198940161382773 80.15181040339121 1.4603918721404623 leaf_count=125 148 1932 83 internal_value=0 4.01001e-05 -0.000319717 internal_weight=0 90.6304 3.28029 internal_count=2288 2057 231 is_linear=0 shrinkage=0.000439788 Tree=7141 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=2.1203 1.51796 0.4431 threshold=0.080190000000000011 -0.15648499999999999 0.088745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099754488559065362 -0.023970808290277059 0.00086887091056413765 -0.0071436227393792788 leaf_weight=10.404660370622876 1.7819945749797619 79.014327828990645 1.4383804360040811 leaf_count=125 147 1932 84 internal_value=0 0.0019304 -0.0165413 internal_weight=0 89.419 3.22038 internal_count=2288 2057 231 is_linear=0 shrinkage=0.0224292 Tree=7142 num_leaves=4 num_cat=0 split_feature=401 12 2 split_gain=2.04775 1.4687 0.439396 threshold=0.080190000000000011 -0.14662999999999998 0.088710000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01746700312819301 -0.023921793306585365 0.0023142085898447146 -0.0070939043445875996 leaf_weight=1.9109696836094361 1.7374399246109526 87.483058946490928 1.4451152406327308 leaf_count=45 146 2012 85 internal_value=0 0.00188771 -0.0163686 internal_weight=0 89.394 3.18256 internal_count=2288 2057 231 is_linear=0 shrinkage=0.0224292 Tree=7143 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=2.04046 1.49716 0.474565 threshold=0.080190000000000011 -0.15648499999999999 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019324373157371673 -0.00046725538326493983 1.6996207473013411e-05 -0.00012919007918863455 leaf_weight=10.529848926555131 1.7825339710034307 80.192018846791143 1.4846569879082379 leaf_count=125 148 1932 83 internal_value=0 3.74892e-05 -0.000315277 internal_weight=0 90.7219 3.26719 internal_count=2288 2057 231 is_linear=0 shrinkage=0.000439788 Tree=7144 num_leaves=3 num_cat=0 split_feature=133 1374 split_gain=2.76783 2.53297 threshold=-0.39935999999999994 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027636398158571551 -0.01744937838953458 0.0021499960425037361 leaf_weight=1.6601707553272707 3.4266764760250217 88.969807800164745 leaf_count=120 44 2137 internal_value=0 0.00141967 internal_weight=0 92.3965 internal_count=2301 2181 is_linear=0 shrinkage=0.0224292 Tree=7145 num_leaves=3 num_cat=0 split_feature=133 1374 split_gain=2.86743 2.34402 threshold=-0.39935999999999994 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054097169257294334 -0.00032584442481331505 4.178446985148143e-05 leaf_weight=1.7249919096248039 3.4647871521301559 90.399644177363371 leaf_count=120 44 2137 internal_value=0 2.81508e-05 internal_weight=0 93.8644 internal_count=2301 2181 is_linear=0 shrinkage=0.000439788 Tree=7146 num_leaves=3 num_cat=0 split_feature=133 1374 split_gain=2.7172 2.39203 threshold=-0.39935999999999994 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053477112102944045 -0.00032976904304649399 4.22908756744792e-05 leaf_weight=1.6675811583008897 3.4523293589008963 89.821540340314641 leaf_count=120 44 2137 internal_value=0 2.84552e-05 internal_weight=0 93.2739 internal_count=2301 2181 is_linear=0 shrinkage=0.000439788 Tree=7147 num_leaves=3 num_cat=0 split_feature=133 3 split_gain=2.68581 2.20961 threshold=-0.39935999999999994 0.081870000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053195322682218456 7.2706741133193476e-05 -7.3917506962474324e-05 leaf_weight=1.6673948003844987 65.192151822169762 28.578352891316172 leaf_count=120 1862 319 internal_value=0 2.80142e-05 internal_weight=0 93.7705 internal_count=2301 2181 is_linear=0 shrinkage=0.000439788 Tree=7148 num_leaves=4 num_cat=0 split_feature=1456 456 160 split_gain=2.73184 2.43583 0.363356 threshold=1.0000000180025095e-35 0.087015000000000023 -0.071719999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028850293640611756 -0.010911548254702997 -0.015490718475014636 -0.026534139118585893 leaf_weight=84.947973653223016 1.4491580603571494 3.7720694412382718 1.6355148528200505 leaf_count=1972 80 88 122 internal_value=0 0.00210059 -0.019307 internal_weight=0 88.72 3.08467 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=7149 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=2.63709 2.37921 0.365267 threshold=1.0000000180025095e-35 0.27467500000000006 -0.071719999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075069180587729138 -0.010698454034718443 0.012407472157709321 -0.026433167585233227 leaf_weight=78.794438979815823 1.4452964645497561 9.8985518535700958 1.6053520043133165 leaf_count=1833 80 227 122 internal_value=0 0.00205403 -0.0190915 internal_weight=0 88.693 3.05065 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=7150 num_leaves=4 num_cat=0 split_feature=1456 456 160 split_gain=2.54578 2.3512 0.367078 threshold=1.0000000180025095e-35 0.087015000000000023 -0.071719999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027801862248242621 -0.010488390286867887 -0.015299809672403559 -0.026334134385959541 leaf_weight=84.859054795761949 1.4416019127420443 3.760735812407801 1.575653755924576 leaf_count=1972 80 88 122 internal_value=0 0.0020098 -0.0188768 internal_weight=0 88.6198 3.01726 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=7151 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=2.45724 2.31527 0.368783 threshold=1.0000000180025095e-35 0.27467500000000006 -0.071719999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068412047937292653 -0.010281376823913169 0.012226619591890774 -0.026236998428484912 leaf_weight=78.779221563004285 1.4380681590591851 9.8149459329797519 1.5464161268100713 leaf_count=1833 80 227 122 internal_value=0 0.00196522 -0.018663 internal_weight=0 88.5942 2.98448 internal_count=2262 2060 202 is_linear=0 shrinkage=0.0224292 Tree=7152 num_leaves=4 num_cat=0 split_feature=123 403 4 split_gain=2.40283 2.77943 1.59199 threshold=1.0000000180025095e-35 0.03138500000000001 0.0037100000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7347369510053169e-05 0.00043430377787211457 0.00017863234465128307 2.8203893799415002e-05 leaf_weight=72.687939470067249 3.7715237837110172 11.112919557785061 3.6849223284662003 leaf_count=1842 85 269 119 internal_value=0 -2.60203e-05 0.000234197 internal_weight=0 83.8009 7.45645 internal_count=2315 2111 204 is_linear=0 shrinkage=0.000439788 Tree=7153 num_leaves=4 num_cat=0 split_feature=123 403 133 split_gain=2.39868 2.75286 1.27035 threshold=1.0000000180025095e-35 0.03138500000000001 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.674758858969401e-05 6.8995455608812531e-05 0.00017874740903708387 0.00043292674352742684 leaf_weight=72.469539302851445 4.1039076281886073 11.047744025661812 3.3796574503212469 leaf_count=1842 101 269 103 internal_value=0 -2.55624e-05 0.000234034 internal_weight=0 83.5173 7.48357 internal_count=2315 2111 204 is_linear=0 shrinkage=0.000439788 Tree=7154 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.38937 3.39028 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045038577962888183 0.00055572266398479426 -3.1266079321155559e-06 leaf_weight=2.2118505307225851 2.1327465070644385 86.455134312160226 leaf_count=115 16 2184 internal_value=0 1.04445e-05 internal_weight=0 88.5879 internal_count=2315 2200 is_linear=0 shrinkage=0.000439788 Tree=7155 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.43527 3.42557 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023396953636059811 0.02842884375722405 -0.0002608114744734627 leaf_weight=2.1910287835780755 2.1271790077444157 85.432358597363418 leaf_count=115 16 2184 internal_value=0 0.000442222 internal_weight=0 87.5595 internal_count=2315 2200 is_linear=0 shrinkage=0.0224292 Tree=7156 num_leaves=4 num_cat=0 split_feature=52 3 14 split_gain=2.66474 2.86082 1.83338 threshold=-0.24600999999999998 0.11296500000000002 -0.23083499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024612522461219047 -0.013081054696250493 0.010377828242717742 0.001832834805736393 leaf_weight=4.1254907884067498 4.3576706649619146 1.6283580205636097 78.892263209858356 leaf_count=240 96 12 1905 internal_value=0 -0.0147086 0.00104936 internal_weight=0 5.75385 83.2499 internal_count=2253 252 2001 is_linear=0 shrinkage=0.0224292 Tree=7157 num_leaves=4 num_cat=0 split_feature=52 2 474 split_gain=2.65211 2.49578 1.78985 threshold=-0.24600999999999998 0.10669500000000001 0.085445000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053349284669203115 -1.7545870767602751e-07 5.1630792462572883e-05 0.00021944868362820726 leaf_weight=3.3332497829906051 76.822837943896957 2.4279841473326087 7.8975217971747034 leaf_count=159 1831 93 170 internal_value=0 -0.000287545 2.03424e-05 internal_weight=0 5.76123 84.7204 internal_count=2253 252 2001 is_linear=0 shrinkage=0.000439788 Tree=7158 num_leaves=4 num_cat=0 split_feature=52 3 474 split_gain=2.52211 2.90072 1.73349 threshold=-0.24600999999999998 0.11296500000000002 0.085445000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047970650575356971 -2.1990383543440758e-06 0.00020828397992072375 0.00021511815029155937 leaf_weight=4.1068006499699541 76.679290355970807 1.650306702009402 7.8045952911597842 leaf_count=240 1831 12 170 internal_value=0 -0.000282454 1.79207e-05 internal_weight=0 5.75711 84.4839 internal_count=2253 252 2001 is_linear=0 shrinkage=0.000439788 Tree=7159 num_leaves=4 num_cat=0 split_feature=52 3 403 split_gain=2.58086 2.79258 1.78348 threshold=-0.24600999999999998 0.11296500000000002 0.092660000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0245152469205011 1.8171657312335075e-05 0.010218063824466914 0.011740006548472631 leaf_weight=4.049219322303542 76.175460074041439 1.6190080431988461 7.1230153155702274 leaf_count=240 1830 12 171 internal_value=0 -0.0145934 0.00102299 internal_weight=0 5.66823 83.2985 internal_count=2253 252 2001 is_linear=0 shrinkage=0.0224292 Tree=7160 num_leaves=4 num_cat=0 split_feature=130 159 2 split_gain=2.9593 3.23501 2.42884 threshold=-0.0015749999999999998 0.091305000000000011 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047833551342454575 5.3924937174433775e-05 -0.00025178981562538866 0.00011739589293128566 leaf_weight=4.1462230542601892 78.425771158513271 7.3004373968069549 1.9308483282147788 leaf_count=176 1806 238 44 internal_value=0 2.784e-05 -0.000289281 internal_weight=0 85.7262 6.07707 internal_count=2264 2044 220 is_linear=0 shrinkage=0.000439788 Tree=7161 num_leaves=4 num_cat=0 split_feature=130 159 2 split_gain=3.0037 3.27479 2.33131 threshold=-0.0015749999999999998 0.091305000000000011 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024517775353022818 0.0027461744005432883 -0.013099497071414586 0.0055727072718631202 leaf_weight=4.0847978843012234 77.479330461591417 7.1492659491777877 1.8837463788295279 leaf_count=176 1806 238 44 internal_value=0 0.00140491 -0.0150334 internal_weight=0 84.6286 5.96854 internal_count=2264 2044 220 is_linear=0 shrinkage=0.0224292 Tree=7162 num_leaves=3 num_cat=0 split_feature=51 130 split_gain=2.87223 3.04414 threshold=-0.40771999999999992 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054670361730703681 -0.00028395100598653007 4.0361821746027644e-05 leaf_weight=1.7527853655155912 5.9791260076090103 83.867382422809897 leaf_count=74 217 1973 internal_value=0 1.87236e-05 internal_weight=0 89.8465 internal_count=2264 2190 is_linear=0 shrinkage=0.000439788 Tree=7163 num_leaves=4 num_cat=0 split_feature=130 159 2 split_gain=2.85679 3.16015 2.32996 threshold=-0.0015749999999999998 0.091305000000000011 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047329272547140593 5.2121255021742931e-05 -0.00025061626216108033 0.00011171713951091621 leaf_weight=4.0962295706558498 78.700744843264147 7.2674058619213602 1.92711930617952 leaf_count=176 1806 238 44 internal_value=0 2.64791e-05 -0.000286362 internal_weight=0 85.9682 6.02335 internal_count=2264 2044 220 is_linear=0 shrinkage=0.000439788 Tree=7164 num_leaves=3 num_cat=0 split_feature=14 9 split_gain=2.55183 2.16078 threshold=0.057600000000000005 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019438445683447436 -0.021754776049480309 0.019492768253403729 leaf_weight=82.366719010025008 2.6601385008143543 2.8843688064662265 leaf_count=2148 77 45 internal_value=0 0.000475922 internal_weight=0 85.2511 internal_count=2270 2193 is_linear=0 shrinkage=0.0224292 Tree=7165 num_leaves=4 num_cat=0 split_feature=401 9 2 split_gain=2.52976 2.2438 0.0774244 threshold=0.08481000000000001 0.091600000000000015 0.083055000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9289339085060484e-06 -0.00047786443165637134 0.00037620023279931702 -0.00032295069600766081 leaf_weight=83.03516038224916 1.4619198380896699 3.0969840375764752 1.5070798733613626 leaf_count=2026 60 45 139 internal_value=0 9.8194e-06 -0.000401795 internal_weight=0 86.1321 2.969 internal_count=2270 2071 199 is_linear=0 shrinkage=0.000439788 Tree=7166 num_leaves=4 num_cat=0 split_feature=401 9 42 split_gain=2.48311 2.23913 0.0249556 threshold=0.08481000000000001 0.091600000000000015 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002011782242299046 -0.017757503017753664 0.019362660462800552 -0.023049489829420882 leaf_weight=81.966273087775335 1.4458263201922812 3.0335667635663404 1.4525494843255726 leaf_count=2026 99 45 100 internal_value=0 0.000501228 -0.0205431 internal_weight=0 84.9998 2.89838 internal_count=2270 2071 199 is_linear=0 shrinkage=0.0224292 Tree=7167 num_leaves=3 num_cat=0 split_feature=401 9 split_gain=2.41079 2.15159 threshold=0.08481000000000001 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019666538243620369 -0.020397228690054996 0.019027339983342606 leaf_weight=81.966947507374243 2.8547113994573001 3.0182991716428651 leaf_count=2026 199 45 internal_value=0 0.000490206 internal_weight=0 84.9852 internal_count=2270 2071 is_linear=0 shrinkage=0.0224292 Tree=7168 num_leaves=3 num_cat=0 split_feature=3 160 split_gain=2.64298 2.37283 threshold=0.31205500000000003 -0.091944999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012427796492781465 0.023147706578102702 0.0015059471794655426 leaf_weight=6.6530321922909925 2.6335056689495095 78.306164733377955 leaf_count=329 98 1849 internal_value=0 0.000412269 internal_weight=0 84.9592 internal_count=2276 2178 is_linear=0 shrinkage=0.0224292 Tree=7169 num_leaves=4 num_cat=0 split_feature=13 13 4 split_gain=2.32908 3.74797 3.11726 threshold=-0.083999999999999977 -0.085214999999999985 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039056656853466904 -0.014892264645669904 0.032502516020001204 0.00058735399393435896 leaf_weight=22.910014276654696 7.4159415482718023 2.5456175251856612 54.633337162491443 leaf_count=613 148 68 1447 internal_value=0 0.00678763 -0.00126673 internal_weight=0 25.4556 62.0493 internal_count=2276 681 1595 is_linear=0 shrinkage=0.0224292 Tree=7170 num_leaves=4 num_cat=0 split_feature=13 13 4 split_gain=2.22613 3.54959 2.98221 threshold=-0.083999999999999977 -0.085214999999999985 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0038210662984086152 -0.014572460897935511 0.031570738289560613 0.00057418943636737519 leaf_weight=22.892639050347501 7.4092029814200933 2.5623381585464804 54.632898648113041 leaf_count=613 148 68 1447 internal_value=0 0.00663596 -0.00123858 internal_weight=0 25.455 62.0421 internal_count=2276 681 1595 is_linear=0 shrinkage=0.0224292 Tree=7171 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=2.14741 3.35957 threshold=-0.45122499999999993 -0.21586499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016749783639954958 -0.012388902584064066 0.001848748478969131 leaf_weight=4.1444790726891361 9.3772408145014179 73.968213693003236 leaf_count=67 167 2042 internal_value=0 0.000244392 internal_weight=0 83.3455 internal_count=2276 2209 is_linear=0 shrinkage=0.0224292 Tree=7172 num_leaves=4 num_cat=0 split_feature=1 159 52 split_gain=2.18764 2.58348 2.03348 threshold=0.10384000000000002 0.091305000000000011 -0.05819499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3267767997958583e-05 0.00024395447578907616 -0.0003858430255081142 7.8017456708949344e-06 leaf_weight=57.163454701472801 11.369907253829298 4.0529087465256444 18.525382387953869 leaf_count=1594 211 165 304 internal_value=0 -4.73853e-05 9.77148e-05 internal_weight=0 61.2164 29.8953 internal_count=2274 1759 515 is_linear=0 shrinkage=0.000439788 Tree=7173 num_leaves=4 num_cat=0 split_feature=157 49 1 split_gain=1.9229 2.77467 2.25854 threshold=-0.077234999999999984 -0.006494999999999999 0.10384000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010435580881393325 -0.0041032320213853293 0.01401998434900927 0.0040033758949922227 leaf_weight=3.0691669687475942 51.004680451176682 9.5706733350752966 26.13235432413785 leaf_count=72 1530 203 469 internal_value=0 0.00807498 -0.00135658 internal_weight=0 12.6398 77.137 internal_count=2274 275 1999 is_linear=0 shrinkage=0.0224292 Tree=7174 num_leaves=4 num_cat=0 split_feature=1 43 403 split_gain=2.07379 3.29001 2.91803 threshold=0.077765000000000015 0.019175000000000001 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020268417333487725 1.9791454460190923e-05 0.00010990456290506406 0.00037634984008105843 leaf_weight=18.945652078533389 58.502119138542184 9.9032252090855746 4.7850156078711725 leaf_count=964 1011 217 82 internal_value=0 -9.53772e-05 4.68555e-05 internal_weight=0 28.8489 63.2871 internal_count=2274 1181 1093 is_linear=0 shrinkage=0.000439788 Tree=7175 num_leaves=4 num_cat=0 split_feature=157 49 453 split_gain=1.84718 2.66232 2.2285 threshold=-0.077234999999999984 -0.006494999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010194555308800488 -0.00048223791719528689 0.013772661207247912 -0.018566642687503764 leaf_weight=3.0688860349146116 73.540240097499918 9.5347156581610744 3.5765032449708078 leaf_count=72 1945 203 54 internal_value=0 0.00793022 -0.00132534 internal_weight=0 12.6036 77.1167 internal_count=2274 275 1999 is_linear=0 shrinkage=0.0224292 Tree=7176 num_leaves=3 num_cat=0 split_feature=49 157 split_gain=2.17472 2.40944 threshold=-0.14917999999999998 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011393346515315766 -0.023572113041620556 -0.00064334958072081181 leaf_weight=7.3706563989398992 2.3567381266548173 78.040724264918936 leaf_count=72 161 2075 internal_value=0 -0.00132091 internal_weight=0 80.3975 internal_count=2308 2236 is_linear=0 shrinkage=0.0224292 Tree=7177 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=2.11038 2.89393 2.73589 threshold=0.11530500000000002 0.11296500000000002 0.088485000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074200810519724119 0.015665549805861271 -0.0064760564777109819 0.0015222609970029772 leaf_weight=26.91186395989007 8.6017563170171325 4.5168275551623074 47.677985582955444 leaf_count=1013 189 112 994 internal_value=0 0.00804369 -0.00170519 internal_weight=0 13.1186 74.5898 internal_count=2308 301 2007 is_linear=0 shrinkage=0.0224292 Tree=7178 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=2.06519 2.34371 threshold=-0.5217799999999998 0.088285000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021687543690735819 -0.0037110885982095626 0.0039219294464696765 leaf_weight=2.0896484575059722 52.692322012936529 32.828578148620181 leaf_count=23 1240 1045 internal_value=0 -0.00078081 internal_weight=0 85.5209 internal_count=2308 2285 is_linear=0 shrinkage=0.0224292 Tree=7179 num_leaves=3 num_cat=0 split_feature=49 157 split_gain=2.04998 2.34433 threshold=-0.14917999999999998 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01111094035697126 -0.023407127544757707 -0.00060820284469188107 leaf_weight=7.3214794478844842 2.3178758297362938 77.960372003111843 leaf_count=72 161 2075 internal_value=0 -0.00127189 internal_weight=0 80.2782 internal_count=2308 2236 is_linear=0 shrinkage=0.0224292 Tree=7180 num_leaves=4 num_cat=0 split_feature=52 1 49 split_gain=2.8773 3.31485 3.23649 threshold=0.091650000000000009 0.11203500000000001 0.082865000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9375467241852556e-05 -0.00030336017445719416 0.00023153581840794436 -0.00025165473332197674 leaf_weight=66.793581658675976 10.675525465143435 2.8196497066674047 7.1457968930262714 leaf_count=1419 427 73 341 internal_value=0 -0.000191431 2.92591e-05 internal_weight=0 13.4952 73.9394 internal_count=2260 500 1760 is_linear=0 shrinkage=0.000439788 Tree=7181 num_leaves=4 num_cat=0 split_feature=52 1 49 split_gain=2.86019 3.44956 3.14802 threshold=0.091650000000000009 0.11203500000000001 0.082865000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9195378108531333e-05 -0.00030457125434303286 0.00023759324398788244 -0.00024723933977483415 leaf_weight=67.021527737102588 10.701492480208797 2.8641304167176704 7.1594925099816455 leaf_count=1419 427 73 341 internal_value=0 -0.00018993 2.95642e-05 internal_weight=0 13.5656 74.181 internal_count=2260 500 1760 is_linear=0 shrinkage=0.000439788 Tree=7182 num_leaves=4 num_cat=0 split_feature=52 1 49 split_gain=2.90217 3.34844 3.23708 threshold=0.091650000000000009 0.11203500000000001 0.082865000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029796636055710339 -0.015666981805962862 0.011864071601372244 -0.013005229637573874 leaf_weight=66.238940976396407 10.590678666017991 2.7961500406527184 7.0326479156592532 leaf_count=1419 427 73 341 internal_value=0 -0.00990777 0.00144244 internal_weight=0 13.3868 73.2716 internal_count=2260 500 1760 is_linear=0 shrinkage=0.0224292 Tree=7183 num_leaves=4 num_cat=0 split_feature=52 1 133 split_gain=2.78497 3.30012 3.10214 threshold=0.093630000000000005 0.11203500000000001 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029032186158015005 -0.016021453813345812 0.011606633739293822 0.0020573973474262725 leaf_weight=1.632426359818054 9.9410440747924422 2.7676206917385562 72.241995959153428 leaf_count=91 398 72 1699 internal_value=0 -0.00999638 0.00136308 internal_weight=0 12.7087 73.8744 internal_count=2260 470 1790 is_linear=0 shrinkage=0.0224292 Tree=7184 num_leaves=4 num_cat=0 split_feature=403 43 51 split_gain=3.20291 1.664 1.5812 threshold=0.092660000000000006 -0.00363 0.13691500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012956625975730023 0.0018468656365940551 0.023802854093246079 -0.017787122249743773 leaf_weight=76.934898519703893 3.1731370643246919 3.8256086849287376 3.0215525585972491 leaf_count=2025 95 76 80 internal_value=0 0.0138804 -0.00192297 internal_weight=0 6.99875 79.9565 internal_count=2276 171 2105 is_linear=0 shrinkage=0.0224292 Tree=7185 num_leaves=4 num_cat=0 split_feature=403 1 43 split_gain=2.86361 2.26193 1.59963 threshold=0.092660000000000006 0.09518500000000002 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010376078339877426 2.5510474569274572e-05 4.3330490370519669e-05 0.00044600610376707489 leaf_weight=43.990441977022783 3.200330102321459 37.392925599022419 3.8479578834812846 leaf_count=1441 95 664 76 internal_value=0 -3.6183e-05 0.000255662 internal_weight=0 81.3834 7.04829 internal_count=2276 2105 171 is_linear=0 shrinkage=0.000439788 Tree=7186 num_leaves=4 num_cat=0 split_feature=403 1 43 split_gain=3.05559 2.02088 1.59161 threshold=0.092660000000000006 0.09518500000000002 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051623729836561124 0.0017945835792494388 0.0019907098372033078 0.02326718908073994 leaf_weight=43.259116014112806 3.1748245612543542 36.719443820045853 3.8234626824341822 leaf_count=1441 95 664 76 internal_value=0 -0.00187859 0.0135574 internal_weight=0 79.9786 6.99829 internal_count=2276 2105 171 is_linear=0 shrinkage=0.0224292 Tree=7187 num_leaves=4 num_cat=0 split_feature=403 1 43 split_gain=2.92153 1.93303 1.52351 threshold=0.092660000000000006 0.09518500000000002 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050511964120819128 0.0017539362110228348 0.0019470976392678755 0.022763235170481962 leaf_weight=43.220487648823109 3.1759708032986964 36.700518434554397 3.8209062037931281 leaf_count=1441 95 664 76 internal_value=0 -0.00183781 0.0132576 internal_weight=0 79.921 6.99688 internal_count=2276 2105 171 is_linear=0 shrinkage=0.0224292 Tree=7188 num_leaves=4 num_cat=0 split_feature=401 10 2 split_gain=2.2706 2.00709 0.365177 threshold=0.080190000000000011 -0.012544999999999999 0.087185000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035440817466865569 -0.00046870431620347661 1.6390141149205175e-05 -0.00017097258804986832 leaf_weight=3.5206502035798612 1.8606570989868481 84.697049382253681 1.4404935123784524 leaf_count=76 124 1987 92 internal_value=0 2.99538e-05 -0.000340516 internal_weight=0 88.2177 3.30115 internal_count=2279 2063 216 is_linear=0 shrinkage=0.000439788 Tree=7189 num_leaves=3 num_cat=0 split_feature=10 401 split_gain=2.28683 2.12447 threshold=-0.012544999999999999 0.080190000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034458131076678584 -4.3406958077817745e-06 -0.00035506644684518869 leaf_weight=3.475714262778637 84.934372614355198 3.4581225579386219 leaf_count=80 1987 212 internal_value=0 -1.81356e-05 internal_weight=0 88.3925 internal_count=2279 2199 is_linear=0 shrinkage=0.000439788 Tree=7190 num_leaves=4 num_cat=0 split_feature=401 10 2 split_gain=2.37005 2.00747 0.382283 threshold=0.080190000000000011 -0.012544999999999999 0.087425000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034916330647227593 -0.00046984432730886124 1.4307830208003073e-05 -0.00017055155713581734 leaf_weight=3.589234485072665 1.9654438519064563 85.895456317556636 1.4690753090617361 leaf_count=76 128 1987 88 internal_value=0 2.78105e-05 -0.000343476 internal_weight=0 89.4847 3.43452 internal_count=2279 2063 216 is_linear=0 shrinkage=0.000439788 Tree=7191 num_leaves=4 num_cat=0 split_feature=401 10 2 split_gain=2.24894 1.99206 0.329989 threshold=0.080190000000000011 -0.012544999999999999 0.086835000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018078097441827121 -0.023935791569243466 0.00078828554358443919 -0.009432716818267857 leaf_weight=3.472437091440951 1.7796444518025958 84.16911337570491 1.4768874206965845 leaf_count=76 120 1987 96 internal_value=0 0.00147711 -0.0174517 internal_weight=0 87.6416 3.25653 internal_count=2279 2063 216 is_linear=0 shrinkage=0.0224292 Tree=7192 num_leaves=3 num_cat=0 split_feature=10 123 split_gain=2.28462 1.83701 threshold=-0.012544999999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017846957078761418 -0.0015045904764111268 0.010680038089159159 leaf_weight=3.5191821019179761 78.946877298038089 6.7382425362593485 leaf_count=75 2011 171 internal_value=0 -0.000544231 internal_weight=0 85.6851 internal_count=2257 2182 is_linear=0 shrinkage=0.0224292 Tree=7193 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=2.27527 4.41881 3.91888 threshold=1.0000000180025095e-35 0.0060650000000000009 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024233096064141816 0.00010378505408628689 0.00010010411364914904 -0.0001898052416004505 leaf_weight=17.032932451603305 50.190863592730238 12.714757110548815 10.642449956794733 leaf_count=913 768 255 321 internal_value=0 -9.5997e-05 5.23796e-05 internal_weight=0 29.7477 60.8333 internal_count=2257 1168 1089 is_linear=0 shrinkage=0.000439788 Tree=7194 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=2.21938 4.3403 3.80579 threshold=1.0000000180025095e-35 0.0060650000000000009 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012316464919086658 0.0052654636456719211 0.0050858291423406497 -0.00963820309270501 leaf_weight=16.807003903099943 49.335832642332207 12.601362343633808 10.425306363569687 leaf_count=913 768 255 321 internal_value=0 -0.00486119 0.00266328 internal_weight=0 29.4084 59.7611 internal_count=2257 1168 1089 is_linear=0 shrinkage=0.0224292 Tree=7195 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=2.17715 1.78517 threshold=-0.012544999999999999 0.11951500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017470660087051861 0.00032698956780409109 -0.012728560982658956 leaf_weight=3.4985325654779436 79.88093246958033 5.6217939844391358 leaf_count=75 2108 74 internal_value=0 -0.000534061 internal_weight=0 85.5027 internal_count=2257 2182 is_linear=0 shrinkage=0.0224292 Tree=7196 num_leaves=4 num_cat=0 split_feature=43 474 13 split_gain=2.62617 3.11981 2.29442 threshold=-0.15648499999999999 0.084660000000000027 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016349647723702013 -0.0052475212522876897 0.0080353943377095855 -0.0030149155388362226 leaf_weight=6.9048265737583261 63.536065236725335 10.325750736967164 5.5325826761982171 leaf_count=82 1841 261 97 internal_value=0 -0.003389 0.00774421 internal_weight=0 73.8618 12.4374 internal_count=2281 2102 179 is_linear=0 shrinkage=0.0224292 Tree=7197 num_leaves=4 num_cat=0 split_feature=0 457 0 split_gain=2.51517 3.1054 1.87662 threshold=-0.0013399999999999998 0.080930000000000016 0.12084000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010916907304694269 0.00031544958446442541 0.00012417741682792152 -1.1617145980351809e-05 leaf_weight=59.71089954609397 6.289609363419002 13.512409867194945 7.3388810141041176 leaf_count=1858 140 182 101 internal_value=0 -6.60869e-05 0.000139556 internal_weight=0 73.2233 13.6285 internal_count=2281 2040 241 is_linear=0 shrinkage=0.000439788 Tree=7198 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.5195 2.61145 threshold=-0.50913499999999989 0.029970000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014459769052122711 -0.00059838266772752936 -0.01048877967561432 leaf_weight=4.553666063147829 64.789918837240293 16.923884809269111 leaf_count=48 1421 812 internal_value=0 -0.00264877 internal_weight=0 81.7138 internal_count=2281 2233 is_linear=0 shrinkage=0.0224292 Tree=7199 num_leaves=4 num_cat=0 split_feature=43 474 13 split_gain=2.54488 2.89416 2.18132 threshold=-0.15648499999999999 0.084660000000000027 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031501536389527956 -9.8247283313085756e-05 0.00015134603476975151 -5.3921351841327646e-05 leaf_weight=6.9422689162529405 64.171897113384148 10.430657934237386 5.5786830302859016 leaf_count=82 1841 261 97 internal_value=0 -6.33203e-05 0.000150805 internal_weight=0 74.6026 12.521 internal_count=2281 2102 179 is_linear=0 shrinkage=0.000439788 Tree=7200 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.46396 3.08205 threshold=-0.11377999999999998 0.097070000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046847259983244239 -4.3462542325938435e-05 0.0001291758799369011 leaf_weight=2.8610773209766185 52.78327846200591 32.178686180748628 leaf_count=123 1516 610 internal_value=0 2.19372e-05 internal_weight=0 84.962 internal_count=2249 2126 is_linear=0 shrinkage=0.000439788 Tree=7201 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.53985 2.87215 threshold=-0.11377999999999998 0.097070000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02421482903482499 -0.0020495751890435162 0.0064939988845975211 leaf_weight=2.8356941838655976 52.335131651943811 31.811642308966839 leaf_count=123 1516 610 internal_value=0 0.00118106 internal_weight=0 84.1468 internal_count=2249 2126 is_linear=0 shrinkage=0.0224292 Tree=7202 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.3775 3.02053 threshold=-0.22309499999999996 0.097070000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055831855596752953 -4.2455520797090409e-05 0.00012703043584854205 leaf_weight=1.965943509059797 53.544286409292909 32.76852982978744 leaf_count=54 1578 617 internal_value=0 2.19034e-05 internal_weight=0 86.3128 internal_count=2249 2195 is_linear=0 shrinkage=0.000439788 Tree=7203 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=3.38826 2.76891 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023713283424028918 0.028659188284685947 0.00055488947110078927 leaf_weight=2.8299889100726423 1.7831071062246326 82.316366708448186 leaf_count=123 13 2113 internal_value=0 0.00115714 internal_weight=0 84.0995 internal_count=2249 2126 is_linear=0 shrinkage=0.0224292 Tree=7204 num_leaves=4 num_cat=0 split_feature=15 475 4 split_gain=2.66995 3.35384 3.0346 threshold=-0.006219999999999999 -1.0000000180025095e-35 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040289496151457824 -0.00016240820086987147 -3.7467945137102966e-05 0.00012657557030456743 leaf_weight=5.5651493185359859 8.7569607011391764 37.377236923654891 35.296531648529708 leaf_count=255 158 912 918 internal_value=0 -8.49837e-05 6.90859e-05 internal_weight=0 42.9424 44.0535 internal_count=2243 1167 1076 is_linear=0 shrinkage=0.000439788 Tree=7205 num_leaves=4 num_cat=0 split_feature=15 475 4 split_gain=2.58002 3.32633 3.0761 threshold=-0.006219999999999999 -1.0000000180025095e-35 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040355355566702234 -0.00016667710230782855 -3.6519373783084481e-05 0.00012626537847379202 leaf_weight=5.4649565559593603 8.6258335435413738 37.016164599730473 35.018402289229016 leaf_count=255 158 912 918 internal_value=0 -8.38963e-05 6.83207e-05 internal_weight=0 42.4811 43.6442 internal_count=2243 1167 1076 is_linear=0 shrinkage=0.000439788 Tree=7206 num_leaves=4 num_cat=0 split_feature=15 475 4 split_gain=2.70656 3.30414 3.28486 threshold=-0.006219999999999999 -1.0000000180025095e-35 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020786342763994752 -0.0088402415975951162 -0.0019942817220480187 0.0066642027892428006 leaf_weight=5.3842144584923508 8.5613708877935988 36.566409266255505 34.579887616578162 leaf_count=255 158 912 918 internal_value=0 -0.00441453 0.0035848 internal_weight=0 41.9506 43.1413 internal_count=2243 1167 1076 is_linear=0 shrinkage=0.0224292 Tree=7207 num_leaves=4 num_cat=0 split_feature=15 475 4 split_gain=2.5883 3.19457 3.13918 threshold=-0.006219999999999999 -1.0000000180025095e-35 -0.21586499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020494373838181385 -0.0086379732682952161 -0.0019492568974205044 0.0065159547197063995 leaf_weight=5.3392215191306596 8.5657219736021926 36.572311015068408 34.573891131319215 leaf_count=255 158 912 918 internal_value=0 -0.00432002 0.00350453 internal_weight=0 41.9115 43.1396 internal_count=2243 1167 1076 is_linear=0 shrinkage=0.0224292 Tree=7208 num_leaves=4 num_cat=0 split_feature=403 4 16 split_gain=2.66545 2.9017 0.247024 threshold=-0.088654999999999984 -0.077654999999999988 -0.08057499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022250080162431902 0.00017671275337648531 2.7443297838543287e-07 -0.00047446860385335938 leaf_weight=1.4578850691250411 25.359633872873928 62.246127238753616 1.6850156974687696 leaf_count=151 573 1431 144 internal_value=0 5.13762e-05 -0.000359638 internal_weight=0 87.6058 3.1429 internal_count=2299 2004 295 is_linear=0 shrinkage=0.000439788 Tree=7209 num_leaves=4 num_cat=0 split_feature=403 4 16 split_gain=2.58644 2.97111 0.224019 threshold=-0.088654999999999984 -0.077654999999999988 -0.080384999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01182291547640126 0.0091560847971967722 -1.6253624334401322e-05 -0.02429957159075086 leaf_weight=1.461116704180313 25.013339647783141 61.200982728591953 1.5649054363602761 leaf_count=156 573 1431 139 internal_value=0 0.00264635 -0.0183871 internal_weight=0 86.2143 3.02602 internal_count=2299 2004 295 is_linear=0 shrinkage=0.0224292 Tree=7210 num_leaves=4 num_cat=0 split_feature=403 4 4 split_gain=2.54529 2.72485 0.231494 threshold=-0.088654999999999984 -0.077654999999999988 -0.079694999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047345849759272934 0.00017293410447806733 1.3145826692348471e-06 -0.0002252822781873842 leaf_weight=1.590059304784518 25.17794307749773 61.733880826173845 1.4439971033862082 leaf_count=167 573 1431 128 internal_value=0 5.1059e-05 -0.000357491 internal_weight=0 86.9118 3.03406 internal_count=2299 2004 295 is_linear=0 shrinkage=0.000439788 Tree=7211 num_leaves=4 num_cat=0 split_feature=403 14 16 split_gain=2.49928 2.35289 0.226909 threshold=-0.088654999999999984 -0.075879999999999989 -0.080384999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011626553772186004 -0.012342116464589945 0.0035057190554974322 -0.02425412441875462 leaf_weight=1.4525507815415042 4.9846241761988486 81.223207942466615 1.5329742083413282 leaf_count=156 105 1899 139 internal_value=0 0.00258685 -0.0182233 internal_weight=0 86.2078 2.98552 internal_count=2299 2004 295 is_linear=0 shrinkage=0.0224292 Tree=7212 num_leaves=4 num_cat=0 split_feature=52 12 12 split_gain=2.79508 3.90078 2.49531 threshold=-0.24600999999999998 0.10227500000000002 0.080235000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046039577799090298 0.00012241444509269688 0.00029499615466524833 -3.2267778761190762e-05 leaf_weight=4.7527431912785678 41.074162924422126 1.8139132809519649 39.606061342884459 leaf_count=213 578 45 1443 internal_value=0 -0.000251483 4.6491e-05 internal_weight=0 6.56666 80.6802 internal_count=2279 258 2021 is_linear=0 shrinkage=0.000439788 Tree=7213 num_leaves=4 num_cat=0 split_feature=52 12 12 split_gain=2.84917 3.8752 2.65618 threshold=-0.24600999999999998 0.10227500000000002 0.080235000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045888600059887559 0.00012533547677395066 0.00028930799555328221 -3.3551894579094779e-05 leaf_weight=4.808239204077835 41.429101514062495 1.8378540885387336 39.966111504651963 leaf_count=213 578 45 1443 internal_value=0 -0.000251751 4.73301e-05 internal_weight=0 6.64609 81.3952 internal_count=2279 258 2021 is_linear=0 shrinkage=0.000439788 Tree=7214 num_leaves=4 num_cat=0 split_feature=52 12 12 split_gain=2.86139 3.81239 2.77861 threshold=-0.24600999999999998 0.10227500000000002 0.080235000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045821355835908375 0.00012732095117722509 0.00028457649128308537 -3.5347988458218026e-05 leaf_weight=4.7973036715484332 41.392086927487981 1.8348286600448771 39.844825475968719 leaf_count=213 578 45 1443 internal_value=0 -0.000252488 4.7546e-05 internal_weight=0 6.63213 81.2369 internal_count=2279 258 2021 is_linear=0 shrinkage=0.000439788 Tree=7215 num_leaves=4 num_cat=0 split_feature=52 12 12 split_gain=2.77444 3.89892 2.45617 threshold=-0.24600999999999998 0.10227500000000002 0.080235000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023472947505613517 0.0062731959326763932 0.015133344750826757 -0.001578458849877448 leaf_weight=4.717316667596605 40.847838776862773 1.807234840809542 39.322471537926504 leaf_count=213 578 45 1443 internal_value=0 -0.0127664 0.0024226 internal_weight=0 6.52455 80.1703 internal_count=2279 258 2021 is_linear=0 shrinkage=0.0224292 Tree=7216 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.83494 3.20848 threshold=-0.17699999999999996 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022993107941197605 0.030729155825265937 -0.00022461645030178834 leaf_weight=2.6710369067150159 1.699251374695449 85.80392599613424 leaf_count=179 19 2091 internal_value=0 0.000383056 internal_weight=0 87.5032 internal_count=2289 2110 is_linear=0 shrinkage=0.0224292 Tree=7217 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.74432 3.07789 threshold=-0.17699999999999996 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022762627872584131 0.030145684173928218 -0.0002195766308802992 leaf_weight=2.6381338054852668 1.6937228806782503 85.8050287363385 leaf_count=179 19 2091 internal_value=0 0.000374655 internal_weight=0 87.4988 internal_count=2289 2110 is_linear=0 shrinkage=0.0224292 Tree=7218 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.6559 2.95226 threshold=-0.17699999999999996 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022528485753568129 0.029569610845464854 -0.0002146502129478939 leaf_weight=2.6063263852447554 1.6884236461482931 85.806107679410161 leaf_count=179 19 2091 internal_value=0 0.000366436 internal_weight=0 87.4945 internal_count=2289 2110 is_linear=0 shrinkage=0.0224292 Tree=7219 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.56963 2.83141 threshold=-0.17699999999999996 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022290786857634071 0.029001137285163171 -0.00020983414177213941 leaf_weight=2.5755912386175615 1.6833400237373997 85.807163391490576 leaf_count=179 19 2091 internal_value=0 0.000358397 internal_weight=0 87.4905 internal_count=2289 2110 is_linear=0 shrinkage=0.0224292 Tree=7220 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.41314 3.94991 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038126797262933685 -0.00054212664443427513 -7.5329184648070356e-06 leaf_weight=2.9055997394025317 2.7449039813145637 81.370093371149778 leaf_count=28 116 2106 internal_value=0 -2.50972e-05 internal_weight=0 84.115 internal_count=2250 2222 is_linear=0 shrinkage=0.000439788 Tree=7221 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.4058 3.90801 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037910296393385968 -0.00054044400026950561 -7.4870755175366207e-06 leaf_weight=2.9310933160595587 2.7322336089491719 81.156697310945674 leaf_count=28 116 2106 internal_value=0 -2.49643e-05 internal_weight=0 83.8889 internal_count=2250 2222 is_linear=0 shrinkage=0.000439788 Tree=7222 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.35873 4.00154 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019373711785783933 -0.028164188301907894 -0.00039192962083606854 leaf_weight=2.8532188809476784 2.6794691020295422 79.504973022540071 leaf_count=28 116 2106 internal_value=0 -0.00130372 internal_weight=0 82.1844 internal_count=2250 2222 is_linear=0 shrinkage=0.0224292 Tree=7223 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.27702 3.87014 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019144562562705893 -0.027837927726467426 -0.00038313258152977155 leaf_weight=2.8231791462749234 2.6506220754490633 79.506745718897037 leaf_count=28 116 2106 internal_value=0 -0.00127516 internal_weight=0 82.1574 internal_count=2250 2222 is_linear=0 shrinkage=0.0224292 Tree=7224 num_leaves=4 num_cat=0 split_feature=0 47 16 split_gain=3.36432 4.40722 2.13173 threshold=-0.061994999999999995 1.0000000180025095e-35 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0285326731637565e-05 0.0003181384224537053 -0.00028560608626639728 4.9099321645682242e-05 leaf_weight=51.803460837302737 8.8675251686727297 11.970079554950642 15.890964137375702 leaf_count=1588 191 255 249 internal_value=0 -4.53213e-05 0.00014563 internal_weight=0 63.7735 24.7585 internal_count=2283 1843 440 is_linear=0 shrinkage=0.000439788 Tree=7225 num_leaves=4 num_cat=0 split_feature=0 47 52 split_gain=3.28418 4.28369 2.07177 threshold=-0.061994999999999995 1.0000000180025095e-35 -0.26636999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5887396923188184e-05 -0.00013005896199577322 -0.00027684608376877845 0.0002070350990551308 leaf_weight=51.826625609069197 4.2377381189144243 11.86631656589452 20.659180147566076 leaf_count=1588 126 255 314 internal_value=0 -3.87169e-05 0.000149602 internal_weight=0 63.6929 24.8969 internal_count=2283 1843 440 is_linear=0 shrinkage=0.000439788 Tree=7226 num_leaves=4 num_cat=0 split_feature=0 47 16 split_gain=3.32223 4.29653 2.00048 threshold=-0.061994999999999995 1.0000000180025095e-35 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064977407735346596 0.016161763172018694 -0.014357481010168018 0.002792438377245222 leaf_weight=51.134716808096528 8.7348898028722051 11.795074143439704 15.808756680635268 leaf_count=1588 191 255 249 internal_value=0 -0.00216657 0.00755934 internal_weight=0 62.9298 24.5436 internal_count=2283 1843 440 is_linear=0 shrinkage=0.0224292 Tree=7227 num_leaves=4 num_cat=0 split_feature=0 47 16 split_gain=3.311 4.00652 1.96472 threshold=-0.061994999999999995 1.0000000180025095e-35 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0571016173573342e-05 0.00031396205974599931 -0.00027211698943253437 5.5150534626794521e-05 leaf_weight=52.081304558961165 8.7962528751959344 11.896177419279409 15.945202550501561 leaf_count=1588 191 255 249 internal_value=0 -4.20584e-05 0.000147336 internal_weight=0 63.9775 24.7415 internal_count=2283 1843 440 is_linear=0 shrinkage=0.000439788 Tree=7228 num_leaves=4 num_cat=0 split_feature=16 48 160 split_gain=3.11996 2.74095 2.42982 threshold=-0.093804999999999986 0.084725000000000009 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017528480297659924 0.0015201929814906586 0.011887145776723691 -0.020863308038814553 leaf_weight=20.420339218619123 43.402421033882092 18.199336967223644 3.9851458945195182 leaf_count=464 1408 296 72 internal_value=0 0.00458569 -0.00488724 internal_weight=0 61.6018 24.4055 internal_count=2240 1704 536 is_linear=0 shrinkage=0.0224292 Tree=7229 num_leaves=4 num_cat=0 split_feature=16 48 15 split_gain=2.89907 2.77956 2.43437 threshold=-0.093804999999999986 0.084725000000000009 -0.23046999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029784881181693456 2.740989110158859e-05 0.00023057766604383942 -0.00013897585450092927 leaf_weight=2.7601768230160841 44.08271600468106 18.470662257110234 22.043658577615133 leaf_count=135 1408 296 401 internal_value=0 8.7453e-05 -9.01742e-05 internal_weight=0 62.5534 24.8038 internal_count=2240 1704 536 is_linear=0 shrinkage=0.000439788 Tree=7230 num_leaves=4 num_cat=0 split_feature=16 457 43 split_gain=2.98031 2.66737 2.36907 threshold=-0.093804999999999986 0.084365000000000009 -0.082009999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019475355658077297 0.0025969662399697615 0.016034315015632211 -0.0014536367992778905 leaf_weight=4.4802743198743 52.936793865442269 8.6285968479933199 19.917238641364747 leaf_count=111 1591 113 425 internal_value=0 0.00448464 -0.00477572 internal_weight=0 61.5654 24.3975 internal_count=2240 1704 536 is_linear=0 shrinkage=0.0224292 Tree=7231 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=2.7324 1.81317 threshold=0.25682500000000003 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0125524942568101e-06 0.00045273581635872797 0.00023509251895992265 leaf_weight=76.862054348776837 2.9086008025842593 6.9625195935441289 leaf_count=1971 102 167 internal_value=0 2.05045e-05 internal_weight=0 83.8246 internal_count=2240 2138 is_linear=0 shrinkage=0.000439788 Tree=7232 num_leaves=4 num_cat=0 split_feature=156 480 15 split_gain=2.02287 2.15215 1.67508 threshold=0.090100000000000013 0.084710000000000021 -0.094469999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026808070854541983 0.0056933156333960179 -0.017406238469446229 -0.021570437023617595 leaf_weight=80.319042169852764 1.6866098267764753 2.75712238397682 3.3974831239393088 leaf_count=1895 40 159 162 internal_value=0 0.00201031 -0.0125384 internal_weight=0 83.0762 5.08409 internal_count=2256 2054 202 is_linear=0 shrinkage=0.0224292 Tree=7233 num_leaves=4 num_cat=0 split_feature=3 4 484 split_gain=1.94413 4.88502 4.23316 threshold=0.094520000000000007 0.033845000000000007 -0.079794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049252937615340857 8.5262897188982231e-05 -0.00035240380704535209 8.2044769082707935e-05 leaf_weight=2.5572682096935742 12.035884291370168 8.3318048202490882 66.476855212020382 leaf_count=221 126 128 1781 internal_value=0 -9.39356e-05 6.06302e-05 internal_weight=0 20.3677 69.0341 internal_count=2256 254 2002 is_linear=0 shrinkage=0.000439788 Tree=7234 num_leaves=4 num_cat=0 split_feature=3 4 484 split_gain=1.95658 4.8594 4.10279 threshold=0.094520000000000007 0.033845000000000007 -0.079794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049160594888687803 8.1624147535784509e-05 -0.00035713817852144384 7.8776206352895782e-05 leaf_weight=2.5139045203322885 11.905898109747797 8.2501623802527302 65.942192291771789 leaf_count=221 126 128 1781 internal_value=0 -9.81355e-05 5.76989e-05 internal_weight=0 20.1561 68.4561 internal_count=2256 254 2002 is_linear=0 shrinkage=0.000439788 Tree=7235 num_leaves=4 num_cat=0 split_feature=3 4 484 split_gain=2.00723 4.92586 4.04755 threshold=0.094520000000000007 0.033845000000000007 -0.079794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025041239752251102 0.0041482308660870651 -0.018435206297891752 0.0040507445679166089 leaf_weight=2.4786377317977886 11.874513956368903 8.1983692408539337 65.55170272707619 leaf_count=221 126 128 1781 internal_value=0 -0.00508428 0.00298407 internal_weight=0 20.0729 68.0303 internal_count=2256 254 2002 is_linear=0 shrinkage=0.0224292 Tree=7236 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=2.07354 2.53325 threshold=0.17982000000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5532734604852036e-05 -0.00023402472981597981 -0.00028421647759987377 leaf_weight=77.900319742234387 6.346154835096967 4.7636966347527041 leaf_count=2097 115 65 internal_value=0 2.6469e-05 internal_weight=0 82.664 internal_count=2277 2162 is_linear=0 shrinkage=0.000439788 Tree=7237 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=2.22304 2.57711 threshold=0.17982000000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024216209337109226 -0.012411430027663178 -0.014635652283292075 leaf_weight=76.730115472630132 6.2672717960595028 4.7116806019803326 leaf_count=2097 115 65 internal_value=0 0.0014316 internal_weight=0 81.4418 internal_count=2277 2162 is_linear=0 shrinkage=0.0224292 Tree=7238 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=2.12542 2.46477 threshold=0.17982000000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023676378946884263 -0.012138395776191566 -0.014319786920211667 leaf_weight=76.719908003663477 6.2649687493794763 4.7080635026486553 leaf_count=2097 115 65 internal_value=0 0.00139966 internal_weight=0 81.428 internal_count=2277 2162 is_linear=0 shrinkage=0.0224292 Tree=7239 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.12984 2.48942 threshold=0.17982000000000001 -0.08292999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016658160665573615 -0.00023394764519081313 -1.2526746912561397e-05 leaf_weight=19.6632371474916 6.3479628980421685 63.204108780635579 leaf_count=507 115 1655 internal_value=0 3.00017e-05 internal_weight=0 82.8673 internal_count=2277 2162 is_linear=0 shrinkage=0.000439788 Tree=7240 num_leaves=4 num_cat=0 split_feature=128 41 12 split_gain=2.88698 1.66682 0.0726408 threshold=1.0000000180025095e-35 0.078475000000000017 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027247736301220246 -0.016350229192767234 -0.010778167155488461 -0.024025621935126321 leaf_weight=85.903332369994132 1.4678394796064815 4.840419006337469 1.5103647881423965 leaf_count=2011 42 106 123 internal_value=0 0.00200239 -0.020371 internal_weight=0 90.7438 2.9782 internal_count=2282 2117 165 is_linear=0 shrinkage=0.0224292 Tree=7241 num_leaves=4 num_cat=0 split_feature=128 41 12 split_gain=2.75568 1.54877 0.0767997 threshold=1.0000000180025095e-35 0.078475000000000017 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.075813486378498e-05 -0.00031098176236197265 -0.00020351064862604294 -0.00046422872919671106 leaf_weight=86.407061910200355 1.4767985671205672 4.87708534268313 1.5091348560690674 leaf_count=2011 42 106 123 internal_value=0 3.71335e-05 -0.000390892 internal_weight=0 91.2841 2.98593 internal_count=2282 2117 165 is_linear=0 shrinkage=0.000439788 Tree=7242 num_leaves=4 num_cat=0 split_feature=128 41 4 split_gain=2.7669 1.5631 0.0923218 threshold=1.0000000180025095e-35 0.078475000000000017 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1508902785773542e-05 -0.00047061328805309959 -0.00020132441840589699 -0.00030629356065156517 leaf_weight=87.138131436219737 1.4588333654655792 4.9821241330937474 1.5752987477171698 leaf_count=2011 140 106 25 internal_value=0 3.77961e-05 -0.000387748 internal_weight=0 92.1203 3.03413 internal_count=2282 2117 165 is_linear=0 shrinkage=0.000439788 Tree=7243 num_leaves=4 num_cat=0 split_feature=42 39 457 split_gain=1.98299 3.34741 2.30993 threshold=-1.0000000180025095e-35 0.15438500000000002 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010653152816661763 0.00090486028032062615 0.023444377325028611 0.011132303811319182 leaf_weight=12.143258790773867 66.62297319566278 1.6260482519865043 13.314630912565915 leaf_count=606 1510 3 163 internal_value=0 -0.00659961 0.00261062 internal_weight=0 13.7693 79.9376 internal_count=2282 609 1673 is_linear=0 shrinkage=0.0224292 Tree=7244 num_leaves=3 num_cat=0 split_feature=41 150 split_gain=1.88467 2.1142 threshold=0.079885000000000025 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020378130752275094 -0.01263573366255738 0.0015437111075251803 leaf_weight=3.0888963863253585 4.5050924727038355 85.113617118275215 leaf_count=17 93 2159 internal_value=0 0.00220757 internal_weight=0 88.2025 internal_count=2269 2176 is_linear=0 shrinkage=0.0224292 Tree=7245 num_leaves=3 num_cat=0 split_feature=41 150 split_gain=1.80257 2.04509 threshold=0.079885000000000025 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020120114559351546 -0.012362123325619381 0.0015092369013764784 leaf_weight=3.0589235750958315 4.5019801529269889 85.105684826374272 leaf_count=17 93 2159 internal_value=0 0.00215917 internal_weight=0 88.1646 internal_count=2269 2176 is_linear=0 shrinkage=0.0224292 Tree=7246 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=1.6644 2.05941 threshold=0.081790000000000015 -0.51026999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034678125781134194 -0.00018063639018817105 2.8656074945327218e-05 leaf_weight=4.1130995508283368 6.8811167716921764 82.961961328863254 leaf_count=31 124 2114 internal_value=0 4.37558e-05 internal_weight=0 87.0751 internal_count=2269 2145 is_linear=0 shrinkage=0.000439788 Tree=7247 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=1.69599 2.08221 threshold=0.081790000000000015 -0.51026999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034930344158314237 -0.00018189337876523958 2.967149521922828e-05 leaf_weight=4.1212744237855068 6.8615392636856987 82.404457640353939 leaf_count=31 124 2114 internal_value=0 4.49695e-05 internal_weight=0 86.5257 internal_count=2269 2145 is_linear=0 shrinkage=0.000439788 Tree=7248 num_leaves=4 num_cat=0 split_feature=13 4 13 split_gain=2.87586 3.12497 2.74021 threshold=-0.0011699999999999998 -0.083954999999999988 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01377328482618323 -0.010187423072028284 -0.00042329957879739725 0.0011843438110886615 leaf_weight=10.069176047669314 24.850052434112513 34.38731898936112 18.650953697497243 leaf_count=226 315 1323 368 internal_value=0 0.00279669 -0.00531342 internal_weight=0 44.4565 43.501 internal_count=2232 1549 683 is_linear=0 shrinkage=0.0224292 Tree=7249 num_leaves=4 num_cat=0 split_feature=13 4 13 split_gain=2.67011 2.99432 2.65471 threshold=-0.0011699999999999998 -0.083954999999999988 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026334880871957769 -0.00019126146668499485 -6.4684520607067568e-06 2.6771534057619893e-05 leaf_weight=10.258946972418924 25.071417425428081 35.19457251690983 18.957534328972542 leaf_count=226 315 1323 368 internal_value=0 5.45148e-05 -9.74121e-05 internal_weight=0 45.4535 44.029 internal_count=2232 1549 683 is_linear=0 shrinkage=0.000439788 Tree=7250 num_leaves=4 num_cat=0 split_feature=13 4 13 split_gain=2.57972 2.94456 2.63742 threshold=-0.0011699999999999998 -0.083954999999999988 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026011716042381359 -0.00019168081191487768 -9.2093368761844232e-06 2.588109258528966e-05 leaf_weight=10.114697550219715 25.095315401600601 34.85578409018035 18.870924640908925 leaf_count=226 315 1323 368 internal_value=0 5.14519e-05 -9.83295e-05 internal_weight=0 44.9705 43.9662 internal_count=2232 1549 683 is_linear=0 shrinkage=0.000439788 Tree=7251 num_leaves=4 num_cat=0 split_feature=13 4 13 split_gain=2.73931 2.99225 2.61452 threshold=-0.0011699999999999998 -0.083954999999999988 0.018575000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013492858064024903 -0.0099412998058851284 -0.00041293875072003606 0.0011640253962092787 leaf_weight=10.040998866330481 24.863406449620015 34.410508366884642 18.658568028085938 leaf_count=226 315 1323 368 internal_value=0 0.00273264 -0.00518185 internal_weight=0 44.4515 43.522 internal_count=2232 1549 683 is_linear=0 shrinkage=0.0224292 Tree=7252 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=2.19874 2.8554 threshold=-0.23083499999999998 -0.17463499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014502447052447496 0.017562367816942124 0.00039590495095176832 leaf_weight=4.5379184973571673 5.1954156285792115 74.783393718669686 leaf_count=97 161 1996 internal_value=0 0.00151496 internal_weight=0 79.9788 internal_count=2254 2157 is_linear=0 shrinkage=0.0224292 Tree=7253 num_leaves=4 num_cat=0 split_feature=123 14 2 split_gain=2.69708 3.09319 0.702767 threshold=1.0000000180025095e-35 -0.10708499999999999 0.11218000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036237329811527946 0.00016352991789753623 1.1525822027740821e-05 0.00045288623191882892 leaf_weight=4.52238617761759 4.1896499774084068 74.147097263612523 2.670353061374044 leaf_count=77 114 1985 78 internal_value=0 -1.00508e-05 0.00027711 internal_weight=0 78.6695 6.86 internal_count=2254 2062 192 is_linear=0 shrinkage=0.000439788 Tree=7254 num_leaves=4 num_cat=0 split_feature=123 14 2 split_gain=2.52282 3.05499 0.727271 threshold=1.0000000180025095e-35 -0.10708499999999999 0.11218000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018491170331617474 0.0078799799812254556 0.00059779970106997355 0.023079901890662356 leaf_weight=4.4558835013012859 4.0901899930686332 73.335697088918096 2.5994010313297622 leaf_count=77 114 1985 78 internal_value=0 -0.00049988 0.0138351 internal_weight=0 77.7916 6.68959 internal_count=2254 2062 192 is_linear=0 shrinkage=0.0224292 Tree=7255 num_leaves=4 num_cat=0 split_feature=123 14 2 split_gain=2.43817 2.92168 0.727589 threshold=1.0000000180025095e-35 -0.10708499999999999 0.11218000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018088297264595089 0.0077350568084524757 0.00058439340851587954 0.023045395464289381 leaf_weight=4.4534144907374857 4.0739086829344151 73.3359126454543 2.5455388784175739 leaf_count=77 114 1985 78 internal_value=0 -0.000488788 0.0136721 internal_weight=0 77.7893 6.61945 internal_count=2254 2062 192 is_linear=0 shrinkage=0.0224292 Tree=7256 num_leaves=3 num_cat=0 split_feature=12 39 split_gain=2.35084 2.00334 threshold=-0.12529499999999996 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026879930601331117 0.00019220868914017887 0.012152867824537641 leaf_weight=1.5015859140548844 79.746129601739085 7.7085120749761691 leaf_count=59 1995 200 internal_value=0 0.00124888 internal_weight=0 87.4546 internal_count=2254 2195 is_linear=0 shrinkage=0.0224292 Tree=7257 num_leaves=3 num_cat=0 split_feature=12 39 split_gain=2.2423 1.92782 threshold=-0.12529499999999996 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026214790701997899 0.00018789913640302093 0.011952903602890244 leaf_weight=1.5055903035972722 79.745904148576301 7.6625269308788111 leaf_count=59 1995 200 internal_value=0 0.00122165 internal_weight=0 87.4084 internal_count=2254 2195 is_linear=0 shrinkage=0.0224292 Tree=7258 num_leaves=4 num_cat=0 split_feature=401 11 2 split_gain=1.76207 1.60536 0.472043 threshold=0.087110000000000007 0.081790000000000015 0.088835000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6515907594311511e-05 -0.00046332847106567561 -0.00018362042389742441 -0.00011885680888904182 leaf_weight=81.358337577294151 1.6740343602941714 6.2990180970227803 1.4422312180686274 leaf_count=1936 125 125 68 internal_value=0 2.9942e-05 -0.000305599 internal_weight=0 87.6574 3.11627 internal_count=2254 2061 193 is_linear=0 shrinkage=0.000439788 Tree=7259 num_leaves=3 num_cat=0 split_feature=12 39 split_gain=2.06742 1.91735 threshold=-0.12529499999999996 0.085245000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048766884035172334 4.6764543879870812e-06 0.00023390847899787824 leaf_weight=1.5302875485285756 80.405067857338508 7.7173246084421399 leaf_count=59 1995 200 internal_value=0 2.47978e-05 internal_weight=0 88.1224 internal_count=2254 2195 is_linear=0 shrinkage=0.000439788 Tree=7260 num_leaves=4 num_cat=0 split_feature=39 13 0 split_gain=1.88768 2.72427 1.89718 threshold=0.085245000000000015 -0.47365999999999991 -0.020899999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034905998681616018 7.7021427038703722e-05 -2.1567683515462432e-05 0.000509994322740861 leaf_weight=4.0218226886354378 6.6004600670421496 75.569674984615631 2.7687581415084406 leaf_count=47 185 1975 56 internal_value=0 -2.76035e-06 0.000205749 internal_weight=0 79.5915 9.36922 internal_count=2263 2022 241 is_linear=0 shrinkage=0.000439788 Tree=7261 num_leaves=4 num_cat=0 split_feature=1213 475 52 split_gain=1.97348 2.51293 2.03603 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.088684999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016253411496758844 -0.00035790145210630345 5.0283754515505745e-05 -0.00047115069648880732 leaf_weight=1.4439975236018652 3.0061493273897204 81.715332281683004 2.985872906891017 leaf_count=27 154 1739 343 internal_value=0 3.57229e-05 -0.000264778 internal_weight=0 84.7215 4.42987 internal_count=2263 1893 370 is_linear=0 shrinkage=0.000439788 Tree=7262 num_leaves=4 num_cat=0 split_feature=1213 475 1429 split_gain=1.92542 2.43023 1.6317 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.084770000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045683538154741085 -0.00035239658550248438 4.8091301473070104e-05 0.00011259712311216096 leaf_weight=2.8809892922799909 3.0205373692915591 81.791407018645259 1.455273619154468 leaf_count=361 154 1739 9 internal_value=0 3.3752e-05 -0.000266075 internal_weight=0 84.8119 4.33626 internal_count=2263 1893 370 is_linear=0 shrinkage=0.000439788 Tree=7263 num_leaves=4 num_cat=0 split_feature=1213 475 1429 split_gain=1.85748 2.58501 1.61625 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.084770000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023291951253663352 -0.018790167998246492 0.0024768565873626923 0.0058060364532800711 leaf_weight=2.8123561702204816 2.9628007839273769 80.484781186854889 1.4433712813770396 leaf_count=361 154 1739 9 internal_value=0 0.00171765 -0.0134412 internal_weight=0 83.4476 4.25573 internal_count=2263 1893 370 is_linear=0 shrinkage=0.0224292 Tree=7264 num_leaves=3 num_cat=0 split_feature=150 13 split_gain=2.47618 2.05108 threshold=-0.22665999999999997 -0.083999999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021527751080721129 0.0049867917282363141 -0.0026865405255435668 leaf_weight=2.6401715602260074 24.705780489384779 60.156710228363409 leaf_count=15 667 1555 internal_value=0 -0.000452005 internal_weight=0 84.8625 internal_count=2237 2222 is_linear=0 shrinkage=0.0224292 Tree=7265 num_leaves=3 num_cat=0 split_feature=150 123 split_gain=2.15325 1.99975 threshold=-0.17852999999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038913780385733921 -2.9021510537489294e-05 0.00021138404451186694 leaf_weight=2.6975478613749138 78.552645793938609 7.2962971811066373 leaf_count=16 2024 197 internal_value=0 -8.547e-06 internal_weight=0 85.8489 internal_count=2237 2221 is_linear=0 shrinkage=0.000439788 Tree=7266 num_leaves=3 num_cat=0 split_feature=150 123 split_gain=2.43418 2.11616 threshold=-0.22665999999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041626794202665927 -3.2086452197760001e-05 0.00021472099977384442 leaf_weight=2.6398497649934134 78.561128274840485 7.3284618076431789 leaf_count=15 2025 197 internal_value=0 -1.09848e-05 internal_weight=0 85.8896 internal_count=2237 2222 is_linear=0 shrinkage=0.000439788 Tree=7267 num_leaves=3 num_cat=0 split_feature=150 13 split_gain=2.39082 1.96879 threshold=-0.22665999999999997 -0.083999999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041714507537824136 9.6554515329109813e-05 -5.0106230432399268e-05 leaf_weight=2.6279575987718991 24.997811261648167 60.539545882224047 leaf_count=15 667 1555 internal_value=0 -7.23347e-06 internal_weight=0 85.5374 internal_count=2237 2222 is_linear=0 shrinkage=0.000439788 Tree=7268 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=2.71678 1.56297 threshold=-0.5217799999999998 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00052704013509666291 -0.0003939233843510838 1.4036387808824188e-05 leaf_weight=1.9562274166673876 1.8353619839763258 88.442692127587179 leaf_count=23 23 2201 internal_value=0 5.66099e-06 internal_weight=0 90.2781 internal_count=2247 2224 is_linear=0 shrinkage=0.000439788 Tree=7269 num_leaves=3 num_cat=0 split_feature=3 41 split_gain=2.68194 2.08399 threshold=-0.5217799999999998 0.08178500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026903791447688674 0.00097300855449284555 -0.017188367899612103 leaf_weight=1.9288220063826873 85.593067372647965 3.2820086761494158 leaf_count=23 2152 72 internal_value=0 0.000298792 internal_weight=0 88.8751 internal_count=2247 2224 is_linear=0 shrinkage=0.0224292 Tree=7270 num_leaves=3 num_cat=0 split_feature=3 157 split_gain=2.61276 2.0094 threshold=-0.5217799999999998 -0.076494999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026778917682477803 0.0089345820168780475 -0.0010237024231601237 leaf_weight=1.8948253564158211 11.726267253216063 77.13563881050959 leaf_count=23 284 1940 internal_value=0 0.000292035 internal_weight=0 88.8619 internal_count=2247 2224 is_linear=0 shrinkage=0.0224292 Tree=7271 num_leaves=3 num_cat=0 split_feature=3 41 split_gain=2.54547 1.99493 threshold=-0.5217799999999998 0.08178500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026656298029557379 0.00094457379626007479 -0.016848171714859316 leaf_weight=1.8613127016724309 85.568803095560725 3.2729189695091909 leaf_count=23 2152 72 internal_value=0 0.000285612 internal_weight=0 88.8417 internal_count=2247 2224 is_linear=0 shrinkage=0.0224292 Tree=7272 num_leaves=4 num_cat=0 split_feature=1 51 1 split_gain=2.0551 3.85217 1.32023 threshold=0.12180500000000001 0.10736500000000002 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.368529007185939e-05 0.00039006188885181315 -0.00043639462174651598 7.8537804863709803e-05 leaf_weight=78.048492549898583 4.1198544433282205 3.8407850004841739 7.2586332657447201 leaf_count=1910 58 136 176 internal_value=0 -7.52122e-06 0.000191797 internal_weight=0 81.8893 11.3785 internal_count=2280 2046 234 is_linear=0 shrinkage=0.000439788 Tree=7273 num_leaves=4 num_cat=0 split_feature=12 12 16 split_gain=2.05515 5.69396 2.93006 threshold=0.097825000000000009 0.092355000000000007 -0.24659499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6313231198243877e-05 0.00046924834577076908 -0.00050108867547564104 4.5793279415824977e-05 leaf_weight=71.877487560638656 4.305400403711249 4.3444202977389059 11.759704468584458 leaf_count=1595 61 285 339 internal_value=0 -1.32952e-05 0.0001597 internal_weight=0 76.2219 16.0651 internal_count=2280 1880 400 is_linear=0 shrinkage=0.000439788 Tree=7274 num_leaves=4 num_cat=0 split_feature=12 12 16 split_gain=1.95395 5.71496 3.03563 threshold=0.097825000000000009 0.092355000000000007 -0.24659499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5981665331766106e-05 0.00046937922709666745 -0.00049938715838778684 3.8777977931057529e-05 leaf_weight=72.064915665567241 4.3163676167023395 4.3975504470872684 11.759550961167404 leaf_count=1595 61 285 339 internal_value=0 -1.37758e-05 0.000154814 internal_weight=0 76.4625 16.0759 internal_count=2280 1880 400 is_linear=0 shrinkage=0.000439788 Tree=7275 num_leaves=4 num_cat=0 split_feature=12 12 16 split_gain=2.07038 5.68079 2.90457 threshold=0.097825000000000009 0.092355000000000007 -0.24659499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077874899344453964 0.023962107957591447 -0.025722531253937538 0.0023515784111924434 leaf_weight=71.30618680992302 4.262353010242804 4.2962585173227117 11.640459220536284 leaf_count=1595 61 285 339 internal_value=0 -0.000733352 0.00816553 internal_weight=0 75.6024 15.9028 internal_count=2280 1880 400 is_linear=0 shrinkage=0.0224292 Tree=7276 num_leaves=4 num_cat=0 split_feature=484 0 16 split_gain=2.07243 2.33513 1.71465 threshold=-0.0048499999999999993 0.043130000000000009 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9402323755787624e-06 -4.6466723354421157e-06 0.00021529075868995795 -0.00048686192736488258 leaf_weight=2.7661963151476812 71.016181501790015 10.730996845908519 2.8831115920402217 leaf_count=117 1718 150 246 internal_value=0 2.42682e-05 -0.000250717 internal_weight=0 81.7472 5.64931 internal_count=2231 1868 363 is_linear=0 shrinkage=0.000439788 Tree=7277 num_leaves=4 num_cat=0 split_feature=484 0 16 split_gain=2.00726 2.23095 1.67178 threshold=-0.0048499999999999993 0.043130000000000009 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9010023003799009e-05 -0.00018449950373828659 0.010839057711920305 -0.024746623629316015 leaf_weight=2.7099890921999759 70.312714438424337 10.613213541168077 2.8114102126492062 leaf_count=117 1718 150 246 internal_value=0 0.00126343 -0.0126912 internal_weight=0 80.9259 5.5214 internal_count=2231 1868 363 is_linear=0 shrinkage=0.0224292 Tree=7278 num_leaves=4 num_cat=0 split_feature=123 484 42 split_gain=2.12647 3.40997 1.37674 threshold=1.0000000180025095e-35 -0.0048499999999999993 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037855216754017622 -4.0742063577785767e-05 7.4459992808426719e-06 0.00037035492145720534 leaf_weight=4.6803400529279306 2.3409473139327019 76.229745615849424 4.7783055265972498 leaf_count=351 25 1685 170 internal_value=0 -1.49666e-05 0.000235431 internal_weight=0 80.9101 7.11925 internal_count=2231 2036 195 is_linear=0 shrinkage=0.000439788 Tree=7279 num_leaves=4 num_cat=0 split_feature=484 0 16 split_gain=1.93087 2.14772 1.63351 threshold=-0.0048499999999999993 0.043130000000000009 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4460367781426069e-05 -0.00018400683767366889 0.010650323647177364 -0.024535079216809107 leaf_weight=2.71166177145642 70.335246164803721 10.571282842247454 2.7735505772943716 leaf_count=117 1718 150 246 internal_value=0 0.00123379 -0.0124949 internal_weight=0 80.9065 5.48521 internal_count=2231 1868 363 is_linear=0 shrinkage=0.0224292 Tree=7280 num_leaves=4 num_cat=0 split_feature=1213 16 1 split_gain=2.73139 2.38891 0.165851 threshold=-1.0000000180025095e-35 0.40626000000000007 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047026576411359622 -4.6100587241171141e-06 0.00025934656877844506 -0.00026575845470281999 leaf_weight=1.9290922301825042 78.177337914435157 7.2272168942909039 1.4398622994631294 leaf_count=271 1717 184 86 internal_value=0 1.77798e-05 -0.000384851 internal_weight=0 85.4046 3.36895 internal_count=2258 1901 357 is_linear=0 shrinkage=0.000439788 Tree=7281 num_leaves=4 num_cat=0 split_feature=43 1 16 split_gain=2.67734 3.45383 2.71627 threshold=-0.17632999999999996 0.085995000000000016 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010539136228805708 -0.0078164164310061072 0.0021135670820993783 0.021977655330956521 leaf_weight=5.9433219429301953 27.298023198861301 49.628338127572533 5.2822779107373208 leaf_count=117 1207 905 29 internal_value=0 -0.00141124 0.0103056 internal_weight=0 76.9264 11.2256 internal_count=2258 2112 146 is_linear=0 shrinkage=0.0224292 Tree=7282 num_leaves=4 num_cat=0 split_feature=1213 43 1 split_gain=2.68013 2.70401 0.168105 threshold=-1.0000000180025095e-35 -0.15817999999999996 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046960560135768766 0.00021234474999919545 -1.4739446540566041e-05 -0.00026358301167851884 leaf_weight=1.9143473790936689 11.740393613079503 73.719129563253773 1.4403946100646861 leaf_count=271 141 1760 86 internal_value=0 1.64977e-05 -0.00038314 internal_weight=0 85.4595 3.35474 internal_count=2258 1901 357 is_linear=0 shrinkage=0.000439788 Tree=7283 num_leaves=4 num_cat=0 split_feature=1213 43 1 split_gain=2.70498 2.78437 0.1691 threshold=-1.0000000180025095e-35 -0.15817999999999996 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046953137771398295 0.00021582837073226018 -1.4236434298224564e-05 -0.00026358028364226226 leaf_weight=1.9222335862123139 11.782909101268158 73.769663474157824 1.4514158427336949 leaf_count=271 141 1760 86 internal_value=0 1.74908e-05 -0.000382909 internal_weight=0 85.5526 3.37365 internal_count=2258 1901 357 is_linear=0 shrinkage=0.000439788 Tree=7284 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=3.76273 2.45623 threshold=-0.22309499999999996 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034150629887569173 0.017293573899798846 -0.00014962120480577166 leaf_weight=1.5642130973656083 4.2645208773974437 78.181896869707998 leaf_count=52 121 2063 internal_value=0 0.000756418 internal_weight=0 82.4464 internal_count=2236 2184 is_linear=0 shrinkage=0.0224292 Tree=7285 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=3.60088 2.35235 threshold=-0.22309499999999996 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03342273599711771 0.016939010831138419 -0.0001462650964118269 leaf_weight=1.5628618494129103 4.2566231862292616 78.182465485744615 leaf_count=52 121 2063 internal_value=0 0.000739626 internal_weight=0 82.4391 internal_count=2236 2184 is_linear=0 shrinkage=0.0224292 Tree=7286 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=3.44639 2.2527 threshold=-0.22309499999999996 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032714253836465534 0.016590575420500041 -0.0001429841729364775 leaf_weight=1.5613259943274886 4.2490309954919203 78.183021685952554 leaf_count=52 121 2063 internal_value=0 0.000723203 internal_weight=0 82.4321 internal_count=2236 2184 is_linear=0 shrinkage=0.0224292 Tree=7287 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=2.31011 2.53947 threshold=-0.14713499999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047897989712899195 -1.1761913903557611e-05 0.00026075242831140007 leaf_weight=1.8779828187034571 76.501506726599473 7.2204934152978231 leaf_count=84 1960 192 internal_value=0 1.17948e-05 internal_weight=0 83.722 internal_count=2236 2152 is_linear=0 shrinkage=0.000439788 Tree=7288 num_leaves=4 num_cat=0 split_feature=133 52 0 split_gain=2.21432 3.19826 1.80045 threshold=-0.15580999999999998 0.18829500000000002 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028989597795434402 0.00041846845136571024 -0.019338772330371984 0.023428321339689678 leaf_weight=2.0452041186435963 76.302162992014928 4.3380671682116363 3.5814396699261115 leaf_count=99 1793 233 77 internal_value=0 -0.000648704 0.0138813 internal_weight=0 80.6402 5.62664 internal_count=2202 2026 176 is_linear=0 shrinkage=0.0224292 Tree=7289 num_leaves=4 num_cat=0 split_feature=133 52 0 split_gain=2.06868 3.11972 1.68807 threshold=-0.15580999999999998 0.18829500000000002 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.168798661207838e-05 8.3793718142836402e-06 -0.00037325926294856269 0.0004449013583583882 leaf_weight=2.0891897195042475 77.550516353017883 4.3575220180382521 3.5785778171830307 leaf_count=99 1793 233 77 internal_value=0 -1.20061e-05 0.000262295 internal_weight=0 81.908 5.66777 internal_count=2202 2026 176 is_linear=0 shrinkage=0.000439788 Tree=7290 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=2.47766 1.866 threshold=-0.5217799999999998 -0.087944999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026098344296296528 -0.019129336398476658 0.00032439381124882801 leaf_weight=1.8132063364173507 2.5388501012275801 81.876666075323556 leaf_count=25 50 2127 internal_value=0 -0.000264882 internal_weight=0 84.4155 internal_count=2202 2177 is_linear=0 shrinkage=0.0224292 Tree=7291 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=2.41197 1.82837 threshold=-0.5217799999999998 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025977453862426649 0.00056036798871516864 -0.01355138877372326 leaf_weight=1.7812360142706882 79.533102572137068 4.8844274767052402 leaf_count=25 1930 247 internal_value=0 -0.000259022 internal_weight=0 84.4175 internal_count=2202 2177 is_linear=0 shrinkage=0.0224292 Tree=7292 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.82155 2.42284 threshold=0.086000000000000007 0.087830000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024567696404798624 -0.016152653196490334 -0.014400128013364556 leaf_weight=86.500087563273155 2.9771374704723703 4.4942662354123959 leaf_count=2136 63 85 internal_value=0 0.00162135 internal_weight=0 90.9944 internal_count=2284 2221 is_linear=0 shrinkage=0.0224292 Tree=7293 num_leaves=4 num_cat=0 split_feature=52 3 1 split_gain=1.75812 3.12422 2.77338 threshold=0.077655000000000016 -0.084094999999999989 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0096978168273626833 -0.0044832451937142749 0.012058552038385503 0.0014613832374103088 leaf_weight=14.053899370563157 8.9396776545008851 16.007314134996705 54.939594734784805 leaf_count=622 291 474 897 internal_value=0 0.00613195 -0.000813787 internal_weight=0 24.947 68.9935 internal_count=2284 765 1519 is_linear=0 shrinkage=0.0224292 Tree=7294 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.74436 2.31172 threshold=0.086000000000000007 0.087830000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023789172224728838 -0.015852052414054508 -0.014109436284209667 leaf_weight=86.419184392522766 2.9694420948508187 4.4814901778581762 leaf_count=2136 63 85 internal_value=0 0.00156323 internal_weight=0 90.9007 internal_count=2284 2221 is_linear=0 shrinkage=0.0224292 Tree=7295 num_leaves=4 num_cat=0 split_feature=52 3 1 split_gain=1.67242 2.98406 2.66602 threshold=0.077655000000000016 -0.084094999999999989 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0095377205138730946 -0.0044096624127091394 0.011765912962825384 0.0014156671503925329 leaf_weight=14.015836661612409 8.9339895084021936 15.975186181071875 54.915720077518927 leaf_count=622 291 474 897 internal_value=0 0.0059654 -0.000813506 internal_weight=0 24.9092 68.9316 internal_count=2284 765 1519 is_linear=0 shrinkage=0.0224292 Tree=7296 num_leaves=4 num_cat=0 split_feature=0 13 15 split_gain=2.85052 2.74245 2.68657 threshold=-0.020899999999999998 -0.00099499999999999979 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0551669341057276e-05 0.00045823198296876419 -0.00013152966667514344 4.8014372145354082e-05 leaf_weight=39.21624209649508 4.4780367670464321 32.944505395587839 9.8706267249654029 leaf_count=1504 84 487 180 internal_value=0 -3.80249e-05 0.000176477 internal_weight=0 72.1607 14.3487 internal_count=2255 1991 264 is_linear=0 shrinkage=0.000439788 Tree=7297 num_leaves=4 num_cat=0 split_feature=49 42 34 split_gain=2.80291 5.82148 3.59341 threshold=-0.0058449999999999986 0.091465000000000005 -0.038779999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011203769275251064 -0.022685517612665396 0.017249642980208365 0.0037397476726745275 leaf_weight=21.127752437510939 2.6928412110210038 4.3461296975729047 57.076414745043621 leaf_count=385 53 57 1760 internal_value=0 -0.00634002 0.00254232 internal_weight=0 25.4739 59.7693 internal_count=2255 442 1813 is_linear=0 shrinkage=0.0224292 Tree=7298 num_leaves=4 num_cat=0 split_feature=49 42 34 split_gain=2.68092 5.58159 3.44435 threshold=-0.0058449999999999986 0.091465000000000005 -0.038779999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010951610893149132 -0.02225809869735542 0.017002371280176551 0.003656090049549518 leaf_weight=21.129841018995652 2.6834674212805103 4.3111159644322461 57.073421762715043 leaf_count=385 53 57 1760 internal_value=0 -0.00620545 0.00248564 internal_weight=0 25.441 59.7569 internal_count=2255 442 1813 is_linear=0 shrinkage=0.0224292 Tree=7299 num_leaves=4 num_cat=0 split_feature=0 15 13 split_gain=2.87841 2.66282 2.59581 threshold=-0.020899999999999998 -1.0000000180025095e-35 -0.00099499999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6740759797070038e-05 0.00045732711123019085 4.8470394133999311e-05 -0.00013074303596418471 leaf_weight=39.239475966308419 4.4581753594902684 9.8965066861128417 32.880700975640138 leaf_count=1504 84 180 487 internal_value=0 0.000175889 -3.96321e-05 internal_weight=0 14.3547 72.1202 internal_count=2255 264 1991 is_linear=0 shrinkage=0.000439788 Tree=7300 num_leaves=4 num_cat=0 split_feature=16 16 403 split_gain=3.32632 4.46621 2.56548 threshold=-0.063609999999999986 -0.0087549999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011982577201124894 -0.01781030749443072 -0.00012742971511899476 0.0071195876071811258 leaf_weight=3.8932922701933412 8.8248419643796279 38.321526085539517 37.002005510252275 leaf_count=386 329 790 723 internal_value=0 -0.00344317 0.00529629 internal_weight=0 47.1464 40.8953 internal_count=2228 1119 1109 is_linear=0 shrinkage=0.0224292 Tree=7301 num_leaves=4 num_cat=0 split_feature=16 16 42 split_gain=3.1835 4.30061 2.4989 threshold=-0.063609999999999986 -0.0087549999999999989 0.10258000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068366665358078468 -0.017519690146816817 -0.00012457182507453438 -0.013424466059901644 leaf_weight=37.51585808564414 8.7709434789176139 38.321873061277074 3.3167431255933471 leaf_count=966 329 790 143 internal_value=0 -0.00337017 0.00518539 internal_weight=0 47.0928 40.8326 internal_count=2228 1119 1109 is_linear=0 shrinkage=0.0224292 Tree=7302 num_leaves=4 num_cat=0 split_feature=12 12 16 split_gain=3.40387 3.64846 2.62283 threshold=0.084045000000000022 0.088115000000000013 -0.061854999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021008470337890029 -0.00037189647704711305 -2.1482317073694817e-05 3.693509906647198e-06 leaf_weight=20.586653961538104 6.9257693700737937 33.33196739577761 28.218432969166315 leaf_count=346 455 1023 404 internal_value=0 -8.19138e-05 9.08003e-05 internal_weight=0 40.2577 48.8051 internal_count=2228 1478 750 is_linear=0 shrinkage=0.000439788 Tree=7303 num_leaves=4 num_cat=0 split_feature=12 12 16 split_gain=3.15546 3.64545 2.63038 threshold=0.084045000000000022 0.088115000000000013 -0.061854999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002075441447631696 -0.0003712180901378157 -1.898432376754187e-05 5.7196102820709622e-08 leaf_weight=20.402367785020033 6.8410681889408798 33.132603941291563 28.048696120542445 leaf_count=346 455 1023 404 internal_value=0 -7.94138e-05 8.74757e-05 internal_weight=0 39.9737 48.4511 internal_count=2228 1478 750 is_linear=0 shrinkage=0.000439788 Tree=7304 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=2.63299 2.77774 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3953207712809961e-06 -0.0003728176796091307 0.00043628614083118426 leaf_weight=84.863038556631182 3.5395145292568477 2.8813068666931931 leaf_count=2169 53 43 internal_value=0 1.30688e-05 internal_weight=0 87.7443 internal_count=2265 2212 is_linear=0 shrinkage=0.000439788 Tree=7305 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=2.67632 2.3173 threshold=1.0000000180025095e-35 -0.083839999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0050279854754987042 -0.019302530384288127 -0.0024286552276698761 leaf_weight=35.552221224076675 3.5065361884189761 51.046711633439372 leaf_count=764 53 1448 internal_value=0 0.000633018 internal_weight=0 86.5989 internal_count=2265 2212 is_linear=0 shrinkage=0.0224292 Tree=7306 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=2.47674 2.78557 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4644479557144097e-06 -0.00036399351982778732 0.00043603638372347091 leaf_weight=84.872607355117907 3.5052591275598379 2.878510207621729 leaf_count=2169 53 43 internal_value=0 1.20115e-05 internal_weight=0 87.7511 internal_count=2265 2212 is_linear=0 shrinkage=0.000439788 Tree=7307 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=2.56673 2.77089 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012392467346809458 -0.018949607224986242 0.02229084313338181 leaf_weight=83.737655777994405 3.4896239678782868 2.8504362813328035 leaf_count=2169 53 43 internal_value=0 0.000618709 internal_weight=0 86.5881 internal_count=2265 2212 is_linear=0 shrinkage=0.0224292 Tree=7308 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=3.242 3.11687 threshold=-0.064634999999999984 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042486245441032358 0.00012266134056242089 -4.7382585587860755e-05 leaf_weight=2.9374046681332393 44.893066324133542 38.898256654119905 leaf_count=44 742 1476 internal_value=0 4.37294e-05 internal_weight=0 83.7913 internal_count=2262 2218 is_linear=0 shrinkage=0.000439788 Tree=7309 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=3.3314 3.00567 threshold=-0.064634999999999984 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022087508769247418 0.0062006120222385412 -0.0023605240979993813 leaf_weight=2.9154425160959354 44.45569065635209 38.465173606877215 leaf_count=44 742 1476 internal_value=0 0.00222966 internal_weight=0 82.9209 internal_count=2262 2218 is_linear=0 shrinkage=0.0224292 Tree=7310 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=3.18517 2.87603 threshold=-0.064634999999999984 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021597485575503176 0.0060692792811364972 -0.0023082162034968449 leaf_weight=2.9151528172078534 44.400031699515239 38.455108564558032 leaf_count=44 742 1476 internal_value=0 0.00218144 internal_weight=0 82.8551 internal_count=2262 2218 is_linear=0 shrinkage=0.0224292 Tree=7311 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=2.98355 3.00472 threshold=-0.064634999999999984 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040667441788933126 0.00011930494636416043 -4.7195868958034154e-05 leaf_weight=2.9506048252223982 45.039319483399595 39.186895902164906 leaf_count=44 742 1476 internal_value=0 4.1846e-05 internal_weight=0 84.2262 internal_count=2262 2218 is_linear=0 shrinkage=0.000439788 Tree=7312 num_leaves=3 num_cat=0 split_feature=448 13 split_gain=2.81092 3.01041 threshold=-0.013069999999999998 -0.010339999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01611558538762977 0.0031754801996942915 -0.0053897168370759486 leaf_weight=5.0095339552499345 40.79744372060577 41.749903357836047 leaf_count=89 1346 816 internal_value=0 -0.00115678 internal_weight=0 82.5473 internal_count=2251 2162 is_linear=0 shrinkage=0.0224292 Tree=7313 num_leaves=3 num_cat=0 split_feature=448 13 split_gain=2.71023 2.87696 threshold=-0.013069999999999998 -0.010339999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015903291594319073 0.0031045414437727023 -0.0052687827907872391 leaf_weight=4.9633280234120312 40.794176993422298 41.750705366989678 leaf_count=89 1346 816 internal_value=0 -0.00113087 internal_weight=0 82.5449 internal_count=2251 2162 is_linear=0 shrinkage=0.0224292 Tree=7314 num_leaves=3 num_cat=0 split_feature=448 9 split_gain=2.61273 2.8028 threshold=-0.013069999999999998 0.082870000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015691005395651412 -9.7330235281652713e-05 -0.018044930292680665 leaf_weight=4.9184180781012392 77.924093385066044 4.6187654966197433 leaf_count=89 2097 65 internal_value=0 -0.00110555 internal_weight=0 82.5429 internal_count=2251 2162 is_linear=0 shrinkage=0.0224292 Tree=7315 num_leaves=4 num_cat=0 split_feature=484 42 3 split_gain=2.4934 3.17573 2.01073 threshold=0.084930000000000019 0.083905000000000021 -0.050809999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050843589204021995 -0.0019784120343647985 0.0042754891127425258 0.018455005775298548 leaf_weight=47.90695525935098 4.0194025398832309 29.419478378167696 6.0666458781051897 leaf_count=1108 172 891 80 internal_value=0 -0.00152315 0.0103237 internal_weight=0 77.3264 10.086 internal_count=2251 1999 252 is_linear=0 shrinkage=0.0224292 Tree=7316 num_leaves=4 num_cat=0 split_feature=4 43 43 split_gain=2.34246 2.51518 0.514977 threshold=-0.47668499999999997 -0.34140499999999996 -0.065269999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0071297432047204238 -0.015225724081998859 0.0019326206337282085 -0.021558741677666533 leaf_weight=2.4028778506908566 4.5223497814622524 80.111729775099775 2.6252570648794054 leaf_count=28 89 2085 114 internal_value=0 0.00101255 -0.0147164 internal_weight=0 84.6341 5.02813 internal_count=2316 2174 142 is_linear=0 shrinkage=0.0224292 Tree=7317 num_leaves=4 num_cat=0 split_feature=4 43 43 split_gain=2.24901 2.41191 0.505974 threshold=-0.47668499999999997 -0.34140499999999996 -0.065269999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069613606203561178 -0.014943389905854176 0.0018895618646626111 -0.021290418037586661 leaf_weight=2.4062242649961263 4.505003357124223 80.100071376021333 2.5992555817938401 leaf_count=28 89 2085 114 internal_value=0 0.000990081 -0.0144548 internal_weight=0 84.6051 5.00548 internal_count=2316 2174 142 is_linear=0 shrinkage=0.0224292 Tree=7318 num_leaves=4 num_cat=0 split_feature=4 43 43 split_gain=1.94191 2.32256 0.546311 threshold=-0.47668499999999997 -0.34140499999999996 -0.065269999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011148788589587555 -0.00028715125315465764 3.4512823291827688e-05 -0.00040048833360892706 leaf_weight=2.4621240026317537 4.5662982454668954 81.658180613409058 2.6278803781024171 leaf_count=28 89 2085 114 internal_value=0 1.74183e-05 -0.000261633 internal_weight=0 86.2245 5.09 internal_count=2316 2174 142 is_linear=0 shrinkage=0.000439788 Tree=7319 num_leaves=4 num_cat=0 split_feature=4 43 43 split_gain=2.21288 2.30957 0.501154 threshold=-0.47668499999999997 -0.34140499999999996 -0.065269999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013453127339628306 -0.00028622723400095675 3.6270926572563545e-05 -0.00041326805571625491 leaf_weight=2.420939713018015 4.5168844847321443 80.857517398718301 2.6156327568460247 leaf_count=28 89 2085 114 internal_value=0 1.91484e-05 -0.000280301 internal_weight=0 85.3744 5.03657 internal_count=2316 2174 142 is_linear=0 shrinkage=0.000439788 Tree=7320 num_leaves=4 num_cat=0 split_feature=133 157 16 split_gain=2.56761 2.02148 0.0885139 threshold=0.11253500000000001 -0.084489999999999996 -0.079024999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01675831472582677 -0.016681159666861799 0.00052208776620606264 -0.024972124777428634 leaf_weight=3.5366014633709701 1.4710892941511704 80.639783815609917 1.577043220429913 leaf_count=180 110 1810 159 internal_value=0 -0.000207569 -0.0210995 internal_weight=0 84.1764 3.04813 internal_count=2259 1990 269 is_linear=0 shrinkage=0.0224292 Tree=7321 num_leaves=4 num_cat=0 split_feature=133 157 16 split_gain=2.48935 1.94492 0.088432 threshold=0.11253500000000001 -0.084489999999999996 -0.079024999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016492483072671312 -0.016476213564472198 0.00051040373902189119 -0.024803914293228632 leaf_weight=3.513574943997809 1.4563871976570228 80.636161474494656 1.5525335796919524 leaf_count=180 110 1810 159 internal_value=0 -0.000203112 -0.0209024 internal_weight=0 84.1497 3.00892 internal_count=2259 1990 269 is_linear=0 shrinkage=0.0224292 Tree=7322 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=2.41292 1.90683 0.0229401 threshold=0.11253500000000001 -0.51026999999999989 0.085445000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016194783755857187 -0.018004324529550066 -0.00089397036077855938 -0.023118102072871415 leaf_weight=3.4051077056501518 1.4794151908281485 80.71888449142898 1.4914355043147223 leaf_count=33 97 1957 172 internal_value=0 -0.000198747 -0.0207028 internal_weight=0 84.124 2.97085 internal_count=2259 1990 269 is_linear=0 shrinkage=0.0224292 Tree=7323 num_leaves=4 num_cat=0 split_feature=3 3 3 split_gain=1.82154 3.80844 2.37617 threshold=-0.10075499999999998 -0.077774999999999983 -0.13392999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011444513552725222 -0.01307067773059809 8.7527777024791072e-05 0.014643087773167996 leaf_weight=12.251817599628341 13.969112595865225 52.964904225807913 7.8592510978778582 leaf_count=221 1002 943 93 internal_value=0 -0.00266153 0.00503323 internal_weight=0 66.934 20.1111 internal_count=2259 1945 314 is_linear=0 shrinkage=0.0224292 Tree=7324 num_leaves=3 num_cat=0 split_feature=13 1213 split_gain=1.90007 1.87095 threshold=0.25845500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026366383328165925 -0.00030324727522119775 4.0959056448094651e-05 leaf_weight=4.0668793984914364 3.4802818687239769 85.566909208237121 leaf_count=341 72 1869 internal_value=0 2.70844e-05 internal_weight=0 89.6338 internal_count=2282 2210 is_linear=0 shrinkage=0.000439788 Tree=7325 num_leaves=3 num_cat=0 split_feature=13 1456 split_gain=1.87942 1.82507 threshold=0.27266500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034628972293586856 -0.00034165230616443063 3.6910134993821017e-05 leaf_weight=2.4529900106008418 2.7477111069165394 87.25878369826205 leaf_count=220 36 2026 internal_value=0 2.63608e-05 internal_weight=0 89.7118 internal_count=2282 2246 is_linear=0 shrinkage=0.000439788 Tree=7326 num_leaves=3 num_cat=0 split_feature=13 1213 split_gain=1.96874 1.72235 threshold=0.27266500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01309238143297916 -0.017978061248491512 0.0019871952151196363 leaf_weight=3.971563491410051 2.7267049169313387 84.411260138275793 leaf_count=352 36 1894 internal_value=0 0.0013069 internal_weight=0 88.3828 internal_count=2282 2246 is_linear=0 shrinkage=0.0224292 Tree=7327 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.80888 1.66502 threshold=0.25845500000000005 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002285004337080874 -0.00029562228664842033 9.7918036597346874e-06 leaf_weight=7.3162893372791578 3.4566417729292871 81.937988718558699 leaf_count=89 72 2121 internal_value=0 2.77647e-05 internal_weight=0 89.2543 internal_count=2282 2210 is_linear=0 shrinkage=0.000439788 Tree=7328 num_leaves=4 num_cat=0 split_feature=2 16 15 split_gain=4.075 3.5408 2.24865 threshold=0.08826500000000001 -0.15291499999999997 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044836572870669321 0.0031635536981688512 -0.013195478052881718 -0.012260582168024479 leaf_weight=7.6481668293272405 48.515054229928865 22.252624024707984 5.2526121461560242 leaf_count=124 931 936 223 internal_value=0 -0.00867345 0.00165294 internal_weight=0 29.9008 53.7677 internal_count=2214 1060 1154 is_linear=0 shrinkage=0.0224292 Tree=7329 num_leaves=4 num_cat=0 split_feature=2 9 15 split_gain=3.9408 4.99105 2.2648 threshold=0.08826500000000001 -0.036024999999999995 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051082839123672678 6.2953474912174546e-05 -0.00021062047614733078 -0.00023719816140621534 leaf_weight=1.9656867818266643 49.427726843742676 28.505754050385804 5.3737054434968732 leaf_count=58 931 1002 223 internal_value=0 -0.00016379 3.34489e-05 internal_weight=0 30.4714 54.8014 internal_count=2214 1060 1154 is_linear=0 shrinkage=0.000439788 Tree=7330 num_leaves=4 num_cat=0 split_feature=2 16 15 split_gain=3.97266 3.49077 2.2448 threshold=0.08826500000000001 -0.15291499999999997 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9341847330750416e-05 6.2956521099809948e-05 -0.00025300733583326004 -0.00023698346334609326 leaf_weight=7.7353139651895644 49.169110605244896 22.453272693740473 5.3323414751575902 leaf_count=124 931 936 223 internal_value=0 -0.000165285 3.35381e-05 internal_weight=0 30.1886 54.5015 internal_count=2214 1060 1154 is_linear=0 shrinkage=0.000439788 Tree=7331 num_leaves=4 num_cat=0 split_feature=2 16 12 split_gain=3.90449 3.40259 2.20269 threshold=0.08826500000000001 -0.15291499999999997 -0.10127999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004394010431562614 -0.024203151986821294 -0.01294712709280537 0.0024166564755513679 leaf_weight=7.6463040440357899 1.5930628537316796 22.163605412676588 52.157414209781564 leaf_count=124 47 936 1107 internal_value=0 -0.00849912 0.00161938 internal_weight=0 29.8099 53.7505 internal_count=2214 1060 1154 is_linear=0 shrinkage=0.0224292 Tree=7332 num_leaves=4 num_cat=0 split_feature=12 13 52 split_gain=3.32457 3.5576 3.42904 threshold=0.092355000000000007 -0.010339999999999998 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064947861485918027 -0.0063614924867570598 -0.0038943845595332989 -0.03738281267166764 leaf_weight=31.465812460791312 13.678951866705573 35.011705411041476 2.0462630478632482 leaf_count=1002 516 572 140 internal_value=0 0.00102358 -0.0104386 internal_weight=0 66.4775 15.7252 internal_count=2230 1574 656 is_linear=0 shrinkage=0.0224292 Tree=7333 num_leaves=4 num_cat=0 split_feature=12 52 13 split_gain=3.20568 3.37633 3.28134 threshold=0.092355000000000007 0.113445 -0.010339999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012297939548279655 -0.00012075592526934816 -0.00072509402647126563 -7.1775210101383702e-05 leaf_weight=31.808378445235576 13.811753235135255 2.0371372648041861 35.262476354288992 leaf_count=1002 516 140 572 internal_value=0 -0.000199213 2.05959e-05 internal_weight=0 15.8489 67.0709 internal_count=2230 656 1574 is_linear=0 shrinkage=0.000439788 Tree=7334 num_leaves=4 num_cat=0 split_feature=12 13 52 split_gain=3.185 3.3955 3.36681 threshold=0.092355000000000007 -0.010339999999999998 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063476855271663492 -0.0062186940068327959 -0.0038017850824904535 -0.037191767486553597 leaf_weight=31.458967888088409 13.673709634117584 35.023951442245561 2.0105387596904611 leaf_count=1002 516 572 140 internal_value=0 0.00100127 -0.0102295 internal_weight=0 66.4829 15.6842 internal_count=2230 1574 656 is_linear=0 shrinkage=0.0224292 Tree=7335 num_leaves=4 num_cat=0 split_feature=12 52 13 split_gain=3.11612 3.30462 3.10105 threshold=0.092355000000000007 0.113445 -0.010339999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011970038684879242 -0.000119036294433101 -0.00071928900605355936 -6.9266204143027349e-05 leaf_weight=31.945896914437981 13.904465940856424 2.0165358579615704 35.378830434246083 leaf_count=1002 516 140 572 internal_value=0 -0.000195834 2.04078e-05 internal_weight=0 15.921 67.3247 internal_count=2230 656 1574 is_linear=0 shrinkage=0.000439788 Tree=7336 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=3.80679 2.9171 threshold=-0.53696499999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.035140209339876244 -0.014734757408811149 0.0018560356941360269 leaf_weight=1.495426768582546 5.698439032330497 78.943920186792639 leaf_count=22 390 1890 internal_value=0 0.000736011 internal_weight=0 84.6424 internal_count=2302 2280 is_linear=0 shrinkage=0.0224292 Tree=7337 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=3.49459 2.97405 threshold=-0.53696499999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064713067049304031 -0.00028672440631363365 3.846387121605761e-05 leaf_weight=1.544116228353231 5.8169020892601102 80.074096354786889 leaf_count=22 390 1890 internal_value=0 1.63819e-05 internal_weight=0 85.891 internal_count=2302 2280 is_linear=0 shrinkage=0.000439788 Tree=7338 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=3.5996 2.80239 threshold=-0.53696499999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033990963889322504 -0.014483126091488482 0.0018166317535672587 leaf_weight=1.5108942614460819 5.6694877539175641 78.958035248751912 leaf_count=22 390 1890 internal_value=0 0.000721635 internal_weight=0 84.6275 internal_count=2302 2280 is_linear=0 shrinkage=0.0224292 Tree=7339 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=3.40952 2.69087 threshold=-0.53696499999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032921590810127216 -0.014235831256665043 0.0017760634025360382 leaf_weight=1.5254354368371412 5.6392801421970935 78.950679700019464 leaf_count=22 390 1890 internal_value=0 0.000705642 internal_weight=0 84.59 internal_count=2302 2280 is_linear=0 shrinkage=0.0224292 Tree=7340 num_leaves=4 num_cat=0 split_feature=16 43 43 split_gain=2.84772 2.87264 2.61358 threshold=0.017150000000000002 -0.27337499999999998 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025498257405157838 0.022327871853094539 -0.00065264484408282151 0.0038874005292157273 leaf_weight=2.4164136448925992 4.6700038783310474 60.395567139753439 22.114697558572516 leaf_count=72 24 1603 518 internal_value=0 -0.00161593 0.00711617 internal_weight=0 62.812 26.7847 internal_count=2217 1675 542 is_linear=0 shrinkage=0.0224292 Tree=7341 num_leaves=4 num_cat=0 split_feature=16 43 43 split_gain=2.80473 2.79011 2.61212 threshold=0.017150000000000002 -0.27337499999999998 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049623123202155537 0.00043619306981173574 -1.3155226894336537e-05 7.4998770374058466e-05 leaf_weight=2.384246472061931 4.668957215180856 61.208832806236387 22.335491252884822 leaf_count=72 24 1603 518 internal_value=0 -3.14103e-05 0.000137712 internal_weight=0 63.5931 27.0044 internal_count=2217 1675 542 is_linear=0 shrinkage=0.000439788 Tree=7342 num_leaves=4 num_cat=0 split_feature=16 43 43 split_gain=2.71973 2.84309 2.59038 threshold=0.017150000000000002 -0.27337499999999998 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049749275423460553 0.00043360235629672021 -1.2068881592335648e-05 7.3596484280548393e-05 leaf_weight=2.407150270882993 4.6578548610559691 61.184763589456452 22.358824827701028 leaf_count=72 24 1603 518 internal_value=0 -3.05875e-05 0.000135926 internal_weight=0 63.5919 27.0167 internal_count=2217 1675 542 is_linear=0 shrinkage=0.000439788 Tree=7343 num_leaves=4 num_cat=0 split_feature=16 43 43 split_gain=2.7237 2.79987 2.529 threshold=0.017150000000000002 -0.27337499999999998 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025384062568574159 0.02199797289108648 -0.00063764334086540591 0.0037986669874291897 leaf_weight=2.3720464053003516 4.6329690842248992 60.427641236416093 22.111200538314733 leaf_count=72 24 1603 518 internal_value=0 -0.00157979 0.00696483 internal_weight=0 62.7997 26.7442 internal_count=2217 1675 542 is_linear=0 shrinkage=0.0224292 Tree=7344 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.49784 2.71054 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030905514226678567 -0.00032001237069550798 6.5059236421448664e-05 leaf_weight=3.9001894650336899 3.6866501999211314 84.729109917857386 leaf_count=360 124 1786 internal_value=0 4.85331e-05 internal_weight=0 88.6293 internal_count=2270 2146 is_linear=0 shrinkage=0.000439788 Tree=7345 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.46845 2.84118 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031325969083542996 -0.00031657913707029684 6.7556358646109178e-05 leaf_weight=3.9471736983477959 3.6689279496713416 85.064423865227582 leaf_count=360 124 1786 internal_value=0 5.06057e-05 internal_weight=0 89.0116 internal_count=2270 2146 is_linear=0 shrinkage=0.000439788 Tree=7346 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.45794 2.81507 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003134003953975459 -0.00031713242570866333 6.535863208846373e-05 leaf_weight=3.9542022118257583 3.6867974670749382 84.875194030661987 leaf_count=360 124 1786 internal_value=0 4.84346e-05 internal_weight=0 88.8294 internal_count=2270 2146 is_linear=0 shrinkage=0.000439788 Tree=7347 num_leaves=3 num_cat=0 split_feature=456 403 split_gain=2.40915 2.00938 threshold=0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00017616853408536836 -0.00031370991662603789 6.8512752679303118e-05 leaf_weight=7.0349995916658363 3.6697214115447414 81.504295749728044 leaf_count=575 124 1571 internal_value=0 4.90375e-05 internal_weight=0 88.5393 internal_count=2270 2146 is_linear=0 shrinkage=0.000439788 Tree=7348 num_leaves=3 num_cat=0 split_feature=11 10 split_gain=3.01158 2.48218 threshold=0.087830000000000005 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040947334446751955 -0.00038400648230576363 1.5745419471695981e-05 leaf_weight=3.1998217287255093 3.5090675146657295 81.766015801064896 leaf_count=77 84 2099 internal_value=0 3.06619e-05 internal_weight=0 84.9658 internal_count=2260 2176 is_linear=0 shrinkage=0.000439788 Tree=7349 num_leaves=3 num_cat=0 split_feature=11 10 split_gain=2.96384 2.46167 threshold=0.087830000000000005 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020965764492812913 -0.019505509455594143 0.00081055757816946082 leaf_weight=3.148620449443114 3.4774915233228958 81.049173965446244 leaf_count=77 84 2099 internal_value=0 0.00156885 internal_weight=0 84.1978 internal_count=2260 2176 is_linear=0 shrinkage=0.0224292 Tree=7350 num_leaves=3 num_cat=0 split_feature=11 10 split_gain=2.92609 2.4216 threshold=0.087830000000000005 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040481700148710972 -0.00037864295243440592 1.5455892677863673e-05 leaf_weight=3.1910881793592116 3.508439581421043 82.225037687081567 leaf_count=77 84 2099 internal_value=0 3.00894e-05 internal_weight=0 85.4161 internal_count=2260 2176 is_linear=0 shrinkage=0.000439788 Tree=7351 num_leaves=3 num_cat=0 split_feature=11 10 split_gain=2.84463 2.37118 threshold=0.087830000000000005 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020637266769270805 -0.019157403482818806 0.00079201229029963538 leaf_weight=3.1274136596985036 3.4617141679946135 81.067692868693484 leaf_count=77 84 2099 internal_value=0 0.00153367 internal_weight=0 84.1951 internal_count=2260 2176 is_linear=0 shrinkage=0.0224292 Tree=7352 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=2.15445 3.27737 3.13394 threshold=0.10098000000000001 1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040595211451280875 0.0099525020732596347 0.020473039476675971 -0.0047206502769693726 leaf_weight=47.294246591429328 20.823843341546308 2.889003566466271 11.274520428312824 leaf_count=1686 391 17 169 internal_value=0 -0.00263996 0.00479883 internal_weight=0 50.1833 32.0984 internal_count=2263 1703 560 is_linear=0 shrinkage=0.0224292 Tree=7353 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=2.9249 2.87292 threshold=-1.0000000180025095e-35 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048725922580227659 -4.6995164939975618e-05 0.00012364041228131673 leaf_weight=2.2553863279435964 49.748956360157536 30.935156846673635 leaf_count=122 1626 515 internal_value=0 1.84421e-05 internal_weight=0 80.6841 internal_count=2263 2141 is_linear=0 shrinkage=0.000439788 Tree=7354 num_leaves=4 num_cat=0 split_feature=48 0 1 split_gain=2.21982 4.71661 3.46544 threshold=0.091220000000000009 -0.15041499999999997 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058329181416208352 -0.0063945884088541134 0.015234894349963812 0.0053510480682151841 leaf_weight=39.679997094008286 8.4730186424449148 12.58436947512382 21.460878496975056 leaf_count=1540 53 244 426 internal_value=0 0.00653377 -0.00190682 internal_weight=0 21.0574 61.1409 internal_count=2263 297 1966 is_linear=0 shrinkage=0.0224292 Tree=7355 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=2.50582 4.2787 2.86844 threshold=0.10098000000000001 0.092475000000000016 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011275052127169458 0.00019679521254956794 0.00022640144501540985 -7.5438737718863108e-05 leaf_weight=42.169933242615116 21.243930460885167 8.6554964539727717 11.540751119551713 leaf_count=1555 391 148 169 internal_value=0 -5.49301e-05 0.000100976 internal_weight=0 50.8254 32.7847 internal_count=2263 1703 560 is_linear=0 shrinkage=0.000439788 Tree=7356 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=1.87739 2.2043 2.17552 threshold=0.041935000000000007 0.088975000000000012 -0.19767999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020805800817921076 4.7345108174277928e-07 0.00034303100992938196 4.1599777130509432e-05 leaf_weight=7.4403090972336932 6.5940068635100024 8.0726418775084294 71.065117610904963 leaf_count=68 97 118 2003 internal_value=0 0.000189221 1.78938e-05 internal_weight=0 14.6666 78.5054 internal_count=2286 215 2071 is_linear=0 shrinkage=0.000439788 Tree=7357 num_leaves=4 num_cat=0 split_feature=457 1 151 split_gain=2.05301 2.09234 1.93199 threshold=0.041935000000000007 0.088975000000000012 0.061780000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5926319768986302e-05 1.1575541749413107e-05 0.00034491144805874282 -0.00023339142468595071 leaf_weight=72.831976951904835 6.591303234541555 8.1247036855493189 5.5248892179224631 leaf_count=1995 97 118 76 internal_value=0 0.000195819 1.68847e-05 internal_weight=0 14.716 78.3569 internal_count=2286 215 2071 is_linear=0 shrinkage=0.000439788 Tree=7358 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=1.93531 2.14334 2.10849 threshold=0.041935000000000007 0.09167500000000002 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021046447449712515 0.0003612152695664878 -0.01055746419246947 0.017528127054595014 leaf_weight=69.852618601662471 6.5440942182758572 7.4224941357915659 7.981584859713621 leaf_count=1709 97 362 118 internal_value=0 0.000886106 0.00980473 internal_weight=0 77.2751 14.5257 internal_count=2286 2071 215 is_linear=0 shrinkage=0.0224292 Tree=7359 num_leaves=4 num_cat=0 split_feature=457 51 1 split_gain=1.86431 2.19232 2.04929 threshold=0.041935000000000007 -0.40274499999999996 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025966971168369588 0.00035313129029664189 0.0013980614299340546 0.017316973639947112 leaf_weight=1.482906757184536 6.5441945404454582 75.765445994348738 7.898877679137513 leaf_count=86 97 1985 118 internal_value=0 0.000866459 0.00964123 internal_weight=0 77.2484 14.4431 internal_count=2286 2071 215 is_linear=0 shrinkage=0.0224292 Tree=7360 num_leaves=3 num_cat=0 split_feature=42 2 split_gain=2.61058 1.94537 threshold=-0.22309499999999996 -0.14337999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054056064133548628 0.00042784121001320034 2.7094232216236703e-05 leaf_weight=1.515473273306269 2.3895712867597458 85.993839805551943 leaf_count=51 59 2156 internal_value=0 3.80191e-05 internal_weight=0 88.3834 internal_count=2266 2215 is_linear=0 shrinkage=0.000439788 Tree=7361 num_leaves=3 num_cat=0 split_feature=42 2 split_gain=2.61905 1.96156 threshold=-0.22309499999999996 -0.14337999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054015678946891881 0.00042753248931427145 2.6717221092160288e-05 leaf_weight=1.524477789618685 2.4089314704469862 86.493705149756352 leaf_count=51 59 2156 internal_value=0 3.76673e-05 internal_weight=0 88.9026 internal_count=2266 2215 is_linear=0 shrinkage=0.000439788 Tree=7362 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.57723 2.67632 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040710727434505744 0.00054691433827883215 2.9607391760384485e-05 leaf_weight=2.5319886920224226 1.9602694479981426 85.223377460569282 leaf_count=120 12 2134 internal_value=0 4.13559e-05 internal_weight=0 87.1836 internal_count=2266 2146 is_linear=0 shrinkage=0.000439788 Tree=7363 num_leaves=3 num_cat=0 split_feature=42 2 split_gain=2.63142 1.91098 threshold=-0.22309499999999996 -0.14337999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027821023803856527 0.021813181400844119 0.001405710306898279 leaf_weight=1.4994405638226442 2.3539154441532437 84.963126121440837 leaf_count=51 59 2156 internal_value=0 0.00196051 internal_weight=0 87.317 internal_count=2266 2215 is_linear=0 shrinkage=0.0224292 Tree=7364 num_leaves=4 num_cat=0 split_feature=3 132 3 split_gain=2.30843 3.96801 2.81871 threshold=-0.078904999999999989 0.096085000000000018 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001358063872555476 0.00033271255842061323 0.00039210476207147775 2.229814217027381e-05 leaf_weight=30.422704890785099 6.3827321872377061 3.0092878915747852 48.718644719980148 leaf_count=1192 173 87 863 internal_value=0 -8.80913e-05 5.83581e-05 internal_weight=0 33.432 55.1014 internal_count=2315 1279 1036 is_linear=0 shrinkage=0.000439788 Tree=7365 num_leaves=4 num_cat=0 split_feature=3 132 3 split_gain=2.29563 3.94493 2.73533 threshold=-0.078904999999999989 0.096085000000000018 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013511042120560357 0.00032754758511408655 0.00038818797718390737 2.217298537968582e-05 leaf_weight=30.773899795874058 6.4000703677011179 3.0450581498589591 48.853382029099521 leaf_count=1192 173 87 863 internal_value=0 -8.78002e-05 5.76458e-05 internal_weight=0 33.819 55.2535 internal_count=2315 1279 1036 is_linear=0 shrinkage=0.000439788 Tree=7366 num_leaves=4 num_cat=0 split_feature=3 132 3 split_gain=2.21618 4.00353 3.01546 threshold=-0.078904999999999989 0.096085000000000018 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069362221828889303 0.017378125687881631 0.020257945409876393 0.00096131440753688662 leaf_weight=30.090570987147657 6.3537202030420294 2.9758193813613607 48.225627784479002 leaf_count=1192 173 87 863 internal_value=0 -0.0044786 0.00287785 internal_weight=0 33.0664 54.5793 internal_count=2315 1279 1036 is_linear=0 shrinkage=0.0224292 Tree=7367 num_leaves=4 num_cat=0 split_feature=3 4 3 split_gain=2.11959 3.38452 2.87872 threshold=-0.078904999999999989 0.21328500000000003 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083122967996807993 0.016973988586684984 0.0087230305292209844 0.00093993352467743778 leaf_weight=25.41218116516302 6.3594836601623674 7.6096487366667125 48.216885812509645 leaf_count=1171 173 108 863 internal_value=0 -0.00438385 0.00281358 internal_weight=0 33.0218 54.5764 internal_count=2315 1279 1036 is_linear=0 shrinkage=0.0224292 Tree=7368 num_leaves=4 num_cat=0 split_feature=2 159 123 split_gain=1.79559 5.5661 3.30843 threshold=0.09302500000000001 0.089535000000000017 0.085215000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010253385716439995 -0.00010674103387524935 -0.00045339467474360293 0.00034834633298575797 leaf_weight=49.560205920044609 32.582162934311782 3.7278063079766062 3.3945685963844872 leaf_count=1236 754 152 97 internal_value=0 6.3495e-05 -6.36395e-05 internal_weight=0 53.288 35.9767 internal_count=2239 1388 851 is_linear=0 shrinkage=0.000439788 Tree=7369 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.89074 3.88891 threshold=-0.14941999999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019101351371301332 -0.0258070196934004 0.00098480271024292796 leaf_weight=2.6995200547389677 2.799425437102399 82.599455799124371 leaf_count=29 133 2077 internal_value=0 0.000100979 internal_weight=0 85.3989 internal_count=2239 2210 is_linear=0 shrinkage=0.0224292 Tree=7370 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.85291 3.66806 threshold=-0.14941999999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037143875635549015 -0.00048914439866855808 2.0277437528867909e-05 leaf_weight=2.7144954795949152 2.8066796224702548 83.990887631686746 leaf_count=29 133 2077 internal_value=0 3.70087e-06 internal_weight=0 86.7976 internal_count=2239 2210 is_linear=0 shrinkage=0.000439788 Tree=7371 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.83148 3.75915 threshold=-0.14941999999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036817462302566348 -0.00049741117264833921 1.8226015769085176e-05 leaf_weight=2.6960732769221059 2.8080906023824346 83.459329918402545 leaf_count=29 133 2077 internal_value=0 1.33517e-06 internal_weight=0 86.2674 internal_count=2239 2210 is_linear=0 shrinkage=0.000439788 Tree=7372 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=2.61729 1.9164 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025208600626150768 5.0318922888423901e-05 0.012823662352393801 leaf_weight=1.9433858705460796 80.901552323891337 6.3553592764510531 leaf_count=125 1973 186 internal_value=0 0.000983267 internal_weight=0 87.2569 internal_count=2284 2159 is_linear=0 shrinkage=0.0224292 Tree=7373 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=2.50862 1.95652 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048529150295007899 -4.2658424516780684e-08 0.00025145248546575374 leaf_weight=1.935982456720011 81.696817714414465 6.436575019855808 leaf_count=125 1973 186 internal_value=0 1.83751e-05 internal_weight=0 88.1334 internal_count=2284 2159 is_linear=0 shrinkage=0.000439788 Tree=7374 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=2.53177 1.84776 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024963493333642867 4.8191915927852558e-05 0.01263330407233362 leaf_weight=1.9180921156275861 80.916946548516535 6.3088285752601214 leaf_count=125 1973 186 internal_value=0 0.000961008 internal_weight=0 87.2258 internal_count=2284 2159 is_linear=0 shrinkage=0.0224292 Tree=7375 num_leaves=4 num_cat=0 split_feature=15 15 52 split_gain=1.99124 3.31893 0.981671 threshold=-0.24297999999999997 -0.11406499999999999 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042970085917890465 -0.00028498008386742049 1.609226735946528e-05 9.6526697531271381e-05 leaf_weight=2.8325109861616511 7.7987245876392981 75.206216888383096 4.3119608780543777 leaf_count=54 182 1906 142 internal_value=0 -1.2254e-05 0.000229411 internal_weight=0 83.0049 7.14447 internal_count=2284 2088 196 is_linear=0 shrinkage=0.000439788 Tree=7376 num_leaves=4 num_cat=0 split_feature=1 158 160 split_gain=2.7429 3.48756 2.27692 threshold=0.10044000000000002 0.084765000000000021 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003099956143311519 0.0046218671431053843 -0.024973593280950755 0.020901620651436782 leaf_weight=51.928171173914961 27.385098482489411 2.8785939408426193 5.1173758521254049 leaf_count=1525 479 171 92 internal_value=0 -0.0010262 0.00719581 internal_weight=0 54.8068 32.5025 internal_count=2267 1696 571 is_linear=0 shrinkage=0.0224292 Tree=7377 num_leaves=4 num_cat=0 split_feature=12 47 49 split_gain=2.7981 3.43755 2.4952 threshold=0.084045000000000022 0.085270000000000026 -0.05307499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1922347162657122e-05 -0.00010731877839914393 0.00022550547961680057 0.00016484748070393011 leaf_weight=11.119680940842953 32.409893607857157 7.3468361271006861 37.963634186846321 leaf_count=159 1344 180 584 internal_value=0 -4.57359e-05 0.000111201 internal_weight=0 39.7567 49.0833 internal_count=2267 1524 743 is_linear=0 shrinkage=0.000439788 Tree=7378 num_leaves=4 num_cat=0 split_feature=12 47 49 split_gain=2.67457 3.38788 2.61081 threshold=0.084045000000000022 0.085270000000000026 -0.05307499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0041102017135597512 -0.0055404873280984774 0.011500434461566532 0.0083357495269488473 leaf_weight=10.951729209424228 31.678123792289625 7.184220403971266 37.384991475410061 leaf_count=159 1344 180 584 internal_value=0 -0.00238615 0.00551534 internal_weight=0 38.8623 48.3367 internal_count=2267 1524 743 is_linear=0 shrinkage=0.0224292 Tree=7379 num_leaves=4 num_cat=0 split_feature=1 158 160 split_gain=2.58884 3.38715 2.22156 threshold=0.10044000000000002 0.084765000000000021 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028379429076033034 0.0044418737163029976 -0.024838584962585453 0.020607478895302008 leaf_weight=51.889467652785243 27.327247779801837 2.8289343282640393 5.0553444804172605 leaf_count=1525 479 171 92 internal_value=0 -0.00102324 0.00697619 internal_weight=0 54.7184 32.3826 internal_count=2267 1696 571 is_linear=0 shrinkage=0.0224292 Tree=7380 num_leaves=4 num_cat=0 split_feature=2 9 1375 split_gain=2.63397 4.37378 3.82165 threshold=0.089765000000000025 -0.036024999999999995 -0.012484999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050524803850161501 0.00040947939820358109 -0.00013184943927843938 1.7412256256301032e-05 leaf_weight=2.1960916599273324 5.3759181795758186 35.339354216442189 44.256831466685071 leaf_count=61 38 1190 1026 internal_value=0 -9.43368e-05 6.00197e-05 internal_weight=0 37.5354 49.6327 internal_count=2315 1251 1064 is_linear=0 shrinkage=0.000439788 Tree=7381 num_leaves=4 num_cat=0 split_feature=48 15 42 split_gain=2.57879 3.83533 3.21041 threshold=0.092805000000000012 -0.10981499999999998 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068764052759486645 -0.0088400743735345347 0.014832626637571985 -0.010172925573091636 leaf_weight=50.794696491581817 4.9223312169397131 11.356659600238343 18.725600758774817 leaf_count=1130 113 156 916 internal_value=0 0.00767266 -0.00223969 internal_weight=0 16.279 69.5203 internal_count=2315 269 2046 is_linear=0 shrinkage=0.0224292 Tree=7382 num_leaves=4 num_cat=0 split_feature=48 15 150 split_gain=2.47212 3.68546 3.07872 threshold=0.092805000000000012 -0.10981499999999998 -0.22665999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021543380190495606 -0.0086364210209703141 0.014583340916902526 -0.0031294279662098935 leaf_weight=2.6259725687559685 4.9258067220489492 11.292770061832924 66.845012122404114 leaf_count=15 113 156 2031 internal_value=0 0.00752931 -0.00219114 internal_weight=0 16.2186 69.471 internal_count=2315 269 2046 is_linear=0 shrinkage=0.0224292 Tree=7383 num_leaves=4 num_cat=0 split_feature=2 9 1375 split_gain=2.47657 4.25757 3.74525 threshold=0.089765000000000025 -0.036024999999999995 -0.012484999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050687512418925984 0.00040682562959074839 -0.00012943940914412073 1.5853148903035178e-05 leaf_weight=2.1408528854954048 5.2934325142996377 34.919901399871378 43.904119773472303 leaf_count=61 38 1190 1026 internal_value=0 -9.244e-05 5.80615e-05 internal_weight=0 37.0608 49.1976 internal_count=2315 1251 1064 is_linear=0 shrinkage=0.000439788 Tree=7384 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.90371 3.07441 threshold=-0.094929999999999987 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042406655194083496 2.7922540741614484e-05 -0.0004588967659758616 leaf_weight=3.023091714072506 82.824650075968748 2.5683660246440914 leaf_count=43 2180 78 internal_value=0 1.31812e-05 internal_weight=0 85.393 internal_count=2301 2258 is_linear=0 shrinkage=0.000439788 Tree=7385 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.96863 3.11156 threshold=-0.094929999999999987 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021938797295520087 0.0014427930074695074 -0.023613271014019575 leaf_weight=3.0037030289531677 82.074933185472219 2.5523538632223781 leaf_count=43 2180 78 internal_value=0 0.000681948 internal_weight=0 84.6273 internal_count=2301 2258 is_linear=0 shrinkage=0.0224292 Tree=7386 num_leaves=3 num_cat=0 split_feature=150 14 split_gain=2.63656 2.69622 threshold=0.12187000000000002 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013934949116558026 -0.020131878364796758 -0.021207681271714188 leaf_weight=81.70417614460257 3.1649757855775524 2.7254493684367835 leaf_count=2167 56 78 internal_value=0 0.000659283 internal_weight=0 84.4296 internal_count=2301 2245 is_linear=0 shrinkage=0.0224292 Tree=7387 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=2.69038 2.49968 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040664373060520908 -0.00033793680442593417 2.9180006374328906e-05 leaf_weight=3.0408733051153822 3.7330398071180744 81.637237476465089 leaf_count=43 361 1897 internal_value=0 1.30549e-05 internal_weight=0 85.3703 internal_count=2301 2258 is_linear=0 shrinkage=0.000439788 Tree=7388 num_leaves=4 num_cat=0 split_feature=43 4 15 split_gain=1.92817 3.64266 3.04547 threshold=-0.082894999999999983 -0.019239999999999997 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019997222199570052 -0.010070622507925628 0.0018787728484105019 0.017366847380270389 leaf_weight=17.084688824352273 19.160241934434453 38.775962613255615 7.4538127555424571 leaf_count=437 869 790 145 internal_value=0 -0.00207506 0.00542403 internal_weight=0 57.9362 24.5385 internal_count=2241 1659 582 is_linear=0 shrinkage=0.0224292 Tree=7389 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=1.84355 3.48766 3.00666 threshold=-0.082894999999999983 -0.019239999999999997 -0.085739999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021852023371309549 -0.009862769789751747 0.0018371914765240441 0.025071388882030317 leaf_weight=21.208460685706999 19.126023852879371 38.764745980444786 3.3247793227637876 leaf_count=461 869 790 121 internal_value=0 -0.00203023 0.00530385 internal_weight=0 57.8908 24.5332 internal_count=2241 1659 582 is_linear=0 shrinkage=0.0224292 Tree=7390 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=1.80375 2.79443 2.29555 threshold=-1.0000000180025095e-35 -0.10175499999999998 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013617675824763453 -1.515677437443515e-05 -0.00044886061777540785 0.0001747370198234965 leaf_weight=2.6054686242132448 61.668977213170365 3.9617757422656714 15.364422284372266 leaf_count=54 1300 507 380 internal_value=0 -0.000217033 2.27517e-05 internal_weight=0 6.56724 77.0334 internal_count=2241 561 1680 is_linear=0 shrinkage=0.000439788 Tree=7391 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=1.83403 2.72085 2.38329 threshold=-1.0000000180025095e-35 -0.10175499999999998 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013232882031092896 -1.5823026998979245e-05 -0.00044891617583650822 0.00017822444060008234 leaf_weight=2.558592360408511 61.276648781486983 3.9347499368695926 15.27829811828269 leaf_count=54 1300 507 380 internal_value=0 -0.00022017 2.29384e-05 internal_weight=0 6.49334 76.5549 internal_count=2241 561 1680 is_linear=0 shrinkage=0.000439788 Tree=7392 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=3.1929 2.89642 threshold=-0.47365999999999991 -0.079024999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017887460040021508 -0.0075729514308526709 0.0014914559418075985 leaf_weight=4.397642477109911 27.437761451972619 50.067514380155444 leaf_count=61 901 1301 internal_value=0 -0.00171852 internal_weight=0 77.5053 internal_count=2263 2202 is_linear=0 shrinkage=0.0224292 Tree=7393 num_leaves=4 num_cat=0 split_feature=0 3 15 split_gain=3.4505 4.26731 3.11553 threshold=-0.061684999999999997 -0.076704999999999982 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022071475132094136 0.00032076665374915794 2.4552329175770536e-05 5.3958289102558549e-06 leaf_weight=22.093074694653296 9.7298741933409492 36.14357770981951 16.007449248514604 leaf_count=1173 203 642 245 internal_value=0 -6.85358e-05 0.00012477 internal_weight=0 58.2367 25.7373 internal_count=2263 1815 448 is_linear=0 shrinkage=0.000439788 Tree=7394 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.14427 3.7243 3.13204 threshold=-0.061684999999999997 -0.10023499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088461125215327384 0.016121032628634926 -0.010982514661848254 -0.00019738906786853798 leaf_weight=35.41800606945435 9.4728791744637437 21.286164914227811 15.708894594252341 leaf_count=456 203 1359 245 internal_value=0 -0.00357238 0.00594884 internal_weight=0 56.7042 25.1818 internal_count=2263 1815 448 is_linear=0 shrinkage=0.0224292 Tree=7395 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=3.13085 2.97771 threshold=-0.47365999999999991 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035020510506518629 -1.2891480311194125e-05 -0.00047916734390945394 leaf_weight=4.4265278647144433 76.079264473040894 2.7255378364716298 leaf_count=61 2055 147 internal_value=0 -2.91302e-05 internal_weight=0 78.8048 internal_count=2263 2202 is_linear=0 shrinkage=0.000439788 Tree=7396 num_leaves=4 num_cat=0 split_feature=0 9 15 split_gain=2.80505 3.7045 1.92059 threshold=-0.077944999999999987 0.084755000000000011 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9951209487178833e-05 0.0086009064775187296 -0.026792210286097049 -0.0084151859683672097 leaf_weight=51.860756253036016 31.553815014849533 2.7075219186372115 3.7159807179414193 leaf_count=1439 600 32 201 internal_value=0 -0.00130979 0.00680453 internal_weight=0 54.5683 35.2698 internal_count=2272 1471 801 is_linear=0 shrinkage=0.0224292 Tree=7397 num_leaves=4 num_cat=0 split_feature=0 42 132 split_gain=2.68731 3.63242 1.64708 threshold=-0.077944999999999987 -1.0000000180025095e-35 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018667331868772216 0.0049366211350505527 0.00064469296896111706 0.020298641934701159 leaf_weight=5.4232955080296952 31.250509425190103 49.125154901417773 3.9407220167413461 leaf_count=437 701 1034 100 internal_value=0 -0.0012812 0.00666694 internal_weight=0 54.5485 35.1912 internal_count=2272 1471 801 is_linear=0 shrinkage=0.0224292 Tree=7398 num_leaves=4 num_cat=0 split_feature=0 9 15 split_gain=2.57332 3.57577 1.83572 threshold=-0.077944999999999987 0.084755000000000011 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9407001214298467e-05 0.0082927490228233008 -0.026376947798347858 -0.0083487289079603923 leaf_weight=51.798154963128582 31.414896521317132 2.6894121021614401 3.7149768671588381 leaf_count=1439 600 32 201 internal_value=0 -0.00125423 0.00652934 internal_weight=0 54.4876 35.1299 internal_count=2272 1471 801 is_linear=0 shrinkage=0.0224292 Tree=7399 num_leaves=4 num_cat=0 split_feature=0 42 15 split_gain=2.45349 3.5282 1.77449 threshold=-0.077944999999999987 -1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035817113360998544 0.00015978159864381861 1.4613197501325695e-05 -0.00015824740002813971 leaf_weight=5.4300092129606119 31.791643632623163 49.66711003852015 3.7831874643452457 leaf_count=437 600 1034 201 internal_value=0 -2.22373e-05 0.000125894 internal_weight=0 55.0971 35.5748 internal_count=2272 1471 801 is_linear=0 shrinkage=0.000439788 Tree=7400 num_leaves=4 num_cat=0 split_feature=133 159 12 split_gain=3.09884 1.97616 0.603612 threshold=0.10599500000000002 -0.032739999999999991 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031885263730833702 -0.00014510561584383152 3.0583410517943737e-05 -0.00049391285767916141 leaf_weight=3.245075065029595 1.514950211305403 76.283439552883465 2.7014987224538345 leaf_count=237 59 1694 255 internal_value=0 1.62519e-05 -0.000369807 internal_weight=0 79.5285 4.21645 internal_count=2245 1931 314 is_linear=0 shrinkage=0.000439788 Tree=7401 num_leaves=4 num_cat=0 split_feature=133 159 12 split_gain=3.07998 1.86874 0.57423 threshold=0.10599500000000002 -0.032739999999999991 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016058218766551443 -0.0077950089540934162 0.0014347349986367039 -0.025278488167586488 leaf_weight=3.1830774591599029 1.4961810340173531 75.699480958717686 2.6581083927922009 leaf_count=237 59 1694 255 internal_value=0 0.000725143 -0.0190462 internal_weight=0 78.8826 4.15429 internal_count=2245 1931 314 is_linear=0 shrinkage=0.0224292 Tree=7402 num_leaves=4 num_cat=0 split_feature=133 16 12 split_gain=2.97804 1.81943 0.576154 threshold=0.10599500000000002 0.0049500000000000004 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017483835779603741 -0.0076148356925919165 0.005430860652775954 -0.025175048734590193 leaf_weight=51.865056520969119 1.4976645400165569 26.981037983343413 2.6097901834327786 leaf_count=1406 59 525 255 internal_value=0 0.000709065 -0.0188371 internal_weight=0 78.8461 4.10745 internal_count=2245 1931 314 is_linear=0 shrinkage=0.0224292 Tree=7403 num_leaves=4 num_cat=0 split_feature=159 41 1 split_gain=1.6507 1.68838 0.54475 threshold=-0.032739999999999991 0.083035000000000012 0.10389500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024332623723405153 0.0010124242366445378 -0.016476851738737003 -0.0057463594578801023 leaf_weight=1.7534573834946052 76.800171061317087 2.8619321257137917 1.4634232300450092 leaf_count=245 1888 71 41 internal_value=0 0.000380309 -0.0159612 internal_weight=0 79.6621 3.21688 internal_count=2245 1959 286 is_linear=0 shrinkage=0.0224292 Tree=7404 num_leaves=3 num_cat=0 split_feature=11 49 split_gain=2.07818 2.53235 threshold=0.089270000000000002 -0.065034999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010406974461037982 -0.00031450819851632005 8.2076863830645244e-05 leaf_weight=17.739454178226879 3.2227321251702952 69.284862147438616 leaf_count=243 68 1974 internal_value=0 4.41173e-05 internal_weight=0 87.0243 internal_count=2285 2217 is_linear=0 shrinkage=0.000439788 Tree=7405 num_leaves=4 num_cat=0 split_feature=49 12 15 split_gain=2.18547 3.03022 2.80227 threshold=-0.065034999999999996 0.090600000000000014 -0.091329999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096815458090831769 0.0063527944206676797 -0.0038117323793578155 -0.010575893274399261 leaf_weight=4.6063327079464242 50.358984642392898 20.850835604911481 13.353067105374064 leaf_count=52 1248 789 196 internal_value=0 0.00337631 -0.00537538 internal_weight=0 71.2098 17.9594 internal_count=2285 2037 248 is_linear=0 shrinkage=0.0224292 Tree=7406 num_leaves=4 num_cat=0 split_feature=49 12 15 split_gain=2.08982 2.89768 2.67992 threshold=-0.065034999999999996 0.090600000000000014 -0.091329999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0094922400735908425 0.0062142132262544584 -0.0037279989710124715 -0.010338630659311752 leaf_weight=4.5933505667344461 50.328103251767061 20.841523267868979 13.353569484781472 leaf_count=52 1248 789 196 internal_value=0 0.00330249 -0.00525841 internal_weight=0 71.1696 17.9469 internal_count=2285 2037 248 is_linear=0 shrinkage=0.0224292 Tree=7407 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=1.96026 1.95903 threshold=0.089270000000000002 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011469099553150319 -0.015694580646712263 0.00094900154169719263 leaf_weight=10.071688305913993 3.180778476962586 75.813628996207626 leaf_count=140 68 2077 internal_value=0 0.00218496 internal_weight=0 85.8853 internal_count=2285 2217 is_linear=0 shrinkage=0.0224292 Tree=7408 num_leaves=4 num_cat=0 split_feature=1 151 15 split_gain=3.09338 2.60436 0.397148 threshold=0.13130500000000003 0.087340000000000015 -0.05332499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001761965180486415 0.021186240548570143 0.013911403721944332 0.010048739813615924 leaf_weight=72.135880298826123 3.1314004608721007 5.7400422878563395 3.4325532510993062 leaf_count=2031 118 72 40 internal_value=0 -0.000603593 0.015408 internal_weight=0 77.8759 6.56395 internal_count=2261 2103 158 is_linear=0 shrinkage=0.0224292 Tree=7409 num_leaves=4 num_cat=0 split_feature=1 151 15 split_gain=3.00332 2.51178 0.377797 threshold=0.13130500000000003 0.087340000000000015 -0.05332499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3689065481949407e-05 0.00040686502770713971 0.00026670138476612136 0.00019451771133195182 leaf_weight=73.283849531410851 3.1491297932516318 5.7916300963843232 3.4576502116688053 leaf_count=2031 118 72 40 internal_value=0 -1.16289e-05 0.000296614 internal_weight=0 79.0755 6.60678 internal_count=2261 2103 158 is_linear=0 shrinkage=0.000439788 Tree=7410 num_leaves=4 num_cat=0 split_feature=1 151 15 split_gain=2.97466 2.49781 0.389766 threshold=0.13130500000000003 0.087340000000000015 -0.05332499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017216402356691326 0.020919320038304465 0.01366037203287105 0.0098511347649327223 leaf_weight=72.157284108963722 3.0999056191649288 5.7135650393320239 3.4229735022818195 leaf_count=2031 118 72 40 internal_value=0 -0.000589954 0.0151568 internal_weight=0 77.8708 6.52288 internal_count=2261 2103 158 is_linear=0 shrinkage=0.0224292 Tree=7411 num_leaves=4 num_cat=0 split_feature=156 474 401 split_gain=2.79328 3.04283 2.82174 threshold=0.086765000000000023 0.085295000000000024 0.087110000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.359560157368097e-05 -0.00061727807666296707 -3.219504320480387e-05 -0.00039326082129261414 leaf_weight=75.22982579960626 2.6812229604565792 4.738097721041413 2.8172498062704099 leaf_count=1794 162 123 182 internal_value=0 -0.000244676 3.73733e-05 internal_weight=0 7.41932 78.0471 internal_count=2261 285 1976 is_linear=0 shrinkage=0.000439788 Tree=7412 num_leaves=3 num_cat=0 split_feature=42 483 split_gain=3.33696 2.38842 threshold=-0.10924999999999999 0.080810000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055549649909338657 -1.182891204533947e-05 -0.0003396219840184439 leaf_weight=2.3851885827825745 78.078686473327252 4.5308668571815351 leaf_count=138 1924 255 internal_value=0 -2.98816e-05 internal_weight=0 82.6096 internal_count=2317 2179 is_linear=0 shrinkage=0.000439788 Tree=7413 num_leaves=3 num_cat=0 split_feature=42 483 split_gain=3.41666 2.42359 threshold=-0.10924999999999999 0.080810000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028637595297227845 -0.00052851624371147757 -0.017510419195222972 leaf_weight=2.3758728976845296 77.277862096242643 4.4534792459962764 leaf_count=138 1924 255 internal_value=0 -0.00145772 internal_weight=0 81.7313 internal_count=2317 2179 is_linear=0 shrinkage=0.0224292 Tree=7414 num_leaves=4 num_cat=0 split_feature=483 13 13 split_gain=2.12188 1.94203 0.702194 threshold=0.080810000000000007 -0.095499999999999988 -0.0042049999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057319805435268661 -0.0084755681876372887 -0.003073491930849962 -0.026379629335245923 leaf_weight=15.672567126544889 2.2894757269314141 63.948963389121673 2.1548376947830539 leaf_count=249 208 1804 56 internal_value=0 -0.00133928 -0.0172321 internal_weight=0 79.6215 4.44431 internal_count=2317 2053 264 is_linear=0 shrinkage=0.0224292 Tree=7415 num_leaves=3 num_cat=0 split_feature=42 483 split_gain=3.25762 2.2914 threshold=-0.10924999999999999 0.080810000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054507047252601336 -8.0989611806501233e-06 -0.00033032729047256543 leaf_weight=2.3841330719078533 78.353782776206572 4.4952573716582256 leaf_count=138 1924 255 internal_value=0 -2.56546e-05 internal_weight=0 82.849 internal_count=2317 2179 is_linear=0 shrinkage=0.000439788 Tree=7416 num_leaves=4 num_cat=0 split_feature=16 0 160 split_gain=2.59141 3.98231 2.55085 threshold=-0.014099999999999998 -0.22554999999999997 0.085260000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021726912723646847 0.025172727166563619 0.00097125687843269983 -0.016542350908376274 leaf_weight=36.73915314684109 3.7728034472092977 34.933631880045141 7.4629579399661443 leaf_count=1218 13 855 133 internal_value=0 0.00334148 -0.00460492 internal_weight=0 38.7064 44.2021 internal_count=2219 868 1351 is_linear=0 shrinkage=0.0224292 Tree=7417 num_leaves=4 num_cat=0 split_feature=16 0 160 split_gain=2.47856 3.88183 2.44264 threshold=-0.014099999999999998 -0.22554999999999997 0.085260000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021238124357269646 0.025020355284018515 0.00094953206773768515 -0.016192492848455663 leaf_weight=36.742103490456429 3.7114528035745016 34.931894180093877 7.4537183856518814 leaf_count=1218 13 855 133 internal_value=0 0.0032726 -0.00450249 internal_weight=0 38.6433 44.1958 internal_count=2219 868 1351 is_linear=0 shrinkage=0.0224292 Tree=7418 num_leaves=4 num_cat=0 split_feature=16 0 160 split_gain=2.3706 3.78373 2.33873 threshold=-0.014099999999999998 -0.22554999999999997 0.085260000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002076033725441493 0.024868964631808044 0.00092829174131369135 -0.015848739541641056 leaf_weight=36.745046071382603 3.6510930731892577 34.930205572092746 7.4450932627769353 leaf_count=1218 13 855 133 internal_value=0 0.00320507 -0.00440228 internal_weight=0 38.5813 44.1901 internal_count=2219 868 1351 is_linear=0 shrinkage=0.0224292 Tree=7419 num_leaves=4 num_cat=0 split_feature=16 0 160 split_gain=2.21913 3.68575 2.24967 threshold=-0.014099999999999998 -0.22554999999999997 0.085260000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7933556305097959e-05 0.00048378840932644754 1.79748142188695e-05 -0.00030188161460642336 leaf_weight=37.193736421675567 3.604009084403514 35.267555709455337 7.4887175673102311 leaf_count=1218 13 855 133 internal_value=0 6.13794e-05 -8.22809e-05 internal_weight=0 38.8716 44.6825 internal_count=2219 868 1351 is_linear=0 shrinkage=0.000439788 Tree=7420 num_leaves=4 num_cat=0 split_feature=15 42 14 split_gain=2.26573 2.32817 0.486812 threshold=-0.24124999999999999 0.10219500000000002 -0.24494999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014981256049642291 1.6152893714671391e-05 -0.00031812092825189389 0.00038865190929248007 leaf_weight=3.4778370267449645 76.545456129734703 4.2347333508369038 3.1921521554031633 leaf_count=80 1873 209 116 internal_value=0 -1.44174e-06 0.0002649 internal_weight=0 80.7802 6.66999 internal_count=2278 2082 196 is_linear=0 shrinkage=0.000439788 Tree=7421 num_leaves=4 num_cat=0 split_feature=15 9 52 split_gain=2.10459 2.33472 0.813084 threshold=-0.24124999999999999 0.084755000000000011 -0.023474999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023354303056099063 0.00069549322588480299 -0.018865282641943332 0.0069351146641234256 leaf_weight=2.4460018474419485 76.256836647607997 3.1792871812940566 4.011339322278217 leaf_count=51 2038 44 145 internal_value=0 -9.1736e-05 0.0132051 internal_weight=0 79.4361 6.45734 internal_count=2278 2082 196 is_linear=0 shrinkage=0.0224292 Tree=7422 num_leaves=4 num_cat=0 split_feature=15 9 52 split_gain=2.03328 2.23755 0.812413 threshold=-0.24124999999999999 0.084755000000000011 -0.023474999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0233258723534354 0.0006799107111400153 -0.018493563784319125 0.0067987879062228777 leaf_weight=2.3946560450349352 76.255411079365331 3.1709282299852921 4.0005049059327566 leaf_count=51 2038 44 145 internal_value=0 -8.98095e-05 0.0130383 internal_weight=0 79.4263 6.39516 internal_count=2278 2082 196 is_linear=0 shrinkage=0.0224292 Tree=7423 num_leaves=4 num_cat=0 split_feature=15 42 52 split_gain=2.07936 2.294 0.805138 threshold=-0.24124999999999999 0.10219500000000002 -0.023474999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045748718212519228 1.547367946711225e-05 -0.00031918158819293628 0.00013668708204602603 leaf_weight=2.4042563441544189 76.232377214897497 4.1597731964247933 4.0970745120939673 leaf_count=51 1873 209 145 internal_value=0 -1.91423e-06 0.000256314 internal_weight=0 80.3922 6.50133 internal_count=2278 2082 196 is_linear=0 shrinkage=0.000439788 Tree=7424 num_leaves=4 num_cat=0 split_feature=42 42 15 split_gain=2.94827 1.89545 1.21179 threshold=-0.09551999999999998 -0.0044549999999999998 -0.033449999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036764584777218214 -0.01149564073774908 0.00084104552567342645 0.023793476485786294 leaf_weight=2.5251527566533696 6.8424135031291362 72.087358909538125 3.7442828573475699 leaf_count=77 444 1665 85 internal_value=0 -0.000230941 0.0157267 internal_weight=0 78.9298 6.26944 internal_count=2271 2109 162 is_linear=0 shrinkage=0.0224292 Tree=7425 num_leaves=4 num_cat=0 split_feature=42 42 15 split_gain=2.86793 1.86631 1.17575 threshold=-0.09551999999999998 -0.0044549999999999998 -0.036279999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.617327063595499e-05 -0.00021927914100730087 1.8577952253929211e-05 0.00045519896147817374 leaf_weight=2.4585454249145187 6.9679034842574756 73.456448988593365 3.8755766259346265 leaf_count=76 444 1665 86 internal_value=0 -2.07695e-06 0.000304854 internal_weight=0 80.4244 6.33412 internal_count=2271 2109 162 is_linear=0 shrinkage=0.000439788 Tree=7426 num_leaves=4 num_cat=0 split_feature=42 42 15 split_gain=2.86507 1.84774 1.1413 threshold=-0.09551999999999998 -0.0044549999999999998 -0.033449999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3632164846555964e-05 -0.00022276925974736519 1.4734311577956598e-05 0.00045513144484931949 leaf_weight=2.5493782428529812 6.9199341287921916 72.836913930827905 3.7564986146244328 leaf_count=77 444 1665 85 internal_value=0 -5.92056e-06 0.000301584 internal_weight=0 79.7568 6.30588 internal_count=2271 2109 162 is_linear=0 shrinkage=0.000439788 Tree=7427 num_leaves=4 num_cat=0 split_feature=43 403 48 split_gain=2.25567 2.89863 2.66267 threshold=-0.063379999999999978 0.092660000000000006 0.092205000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4962192868544141e-05 -7.4025798639961696e-05 0.00025785009213069647 0.00035772721485149392 leaf_weight=26.801351813102883 48.258242536510807 5.6712990823434657 6.5347815609929958 leaf_count=906 1101 138 126 internal_value=0 -3.90464e-05 0.000106442 internal_weight=0 53.9295 33.3361 internal_count=2271 1239 1032 is_linear=0 shrinkage=0.000439788 Tree=7428 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=2.61058 3.31823 3.11847 threshold=0.077655000000000016 -0.10096999999999999 -0.24235499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037422067105652135 -0.013161269705103368 -0.0065988659222732593 0.010854530864635907 leaf_weight=32.7857413760903 3.1277686208850382 29.763053676830168 20.140094238549864 leaf_count=341 92 1148 650 internal_value=0 -0.00117897 0.00761808 internal_weight=0 62.5488 23.2679 internal_count=2231 1489 742 is_linear=0 shrinkage=0.0224292 Tree=7429 num_leaves=4 num_cat=0 split_feature=0 52 2 split_gain=2.57986 3.38759 1.00681 threshold=0.043130000000000009 -0.11437499999999999 0.095195000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024105115080064158 0.00040056566868704825 3.2063886253683242e-05 0.00012183936747541377 leaf_weight=10.10883210441534 3.987971383990951 66.172518480891995 6.7645726301125251 leaf_count=325 63 1728 115 internal_value=0 -4.18067e-06 0.000225742 internal_weight=0 76.2814 10.7525 internal_count=2231 2053 178 is_linear=0 shrinkage=0.000439788 Tree=7430 num_leaves=4 num_cat=0 split_feature=52 2 50 split_gain=2.67436 3.12637 2.62806 threshold=-0.11437499999999999 0.092450000000000018 0.083090000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044176512947687236 7.9302008451997342e-05 3.7196021233434538e-06 -0.00019457281465898337 leaf_weight=4.8824029262023023 67.060097060490079 8.0520155919948575 7.5200238253100897 leaf_count=174 1466 225 366 internal_value=0 -0.000164842 5.16441e-05 internal_weight=0 12.9344 74.5801 internal_count=2231 399 1832 is_linear=0 shrinkage=0.000439788 Tree=7431 num_leaves=4 num_cat=0 split_feature=52 2 50 split_gain=2.50995 3.14628 2.47052 threshold=-0.11437499999999999 0.092450000000000018 0.083090000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022572544803908523 0.0041388190974896702 0.00059084001883158096 -0.0096161746386460092 leaf_weight=4.6919313564394525 65.922074770332983 7.8891450201717817 7.277582161906138 leaf_count=174 1466 225 366 internal_value=0 -0.00806872 0.00276913 internal_weight=0 12.5811 73.1997 internal_count=2231 399 1832 is_linear=0 shrinkage=0.0224292 Tree=7432 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=1.95082 3.53293 3.10175 threshold=0.11932000000000002 0.18307500000000002 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027471036204168635 -0.00037467313905584812 0.00013518569281686357 -2.9923587628505952e-06 leaf_weight=8.7212833470985043 6.5433671566424874 4.3718403123930329 70.734139064548799 leaf_count=62 58 108 2029 internal_value=0 -0.000170581 2.75479e-05 internal_weight=0 10.9152 79.4554 internal_count=2257 166 2091 is_linear=0 shrinkage=0.000439788 Tree=7433 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=1.87406 3.41889 3.11362 threshold=0.11932000000000002 0.18307500000000002 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027494643425845377 -0.00036715279979830098 0.00013422261556569269 -2.4865191504823319e-06 leaf_weight=8.7712164078548067 6.5365946823731047 4.3802313767519081 71.183209745289787 leaf_count=62 58 108 2029 internal_value=0 -0.000166099 2.8007e-05 internal_weight=0 10.9168 79.9544 internal_count=2257 166 2091 is_linear=0 shrinkage=0.000439788 Tree=7434 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.06461 3.4129 3.02687 threshold=0.11932000000000002 0.18307500000000002 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01392736157930557 -0.019267958907711678 0.0064831120650276812 -0.00012599314041201846 leaf_weight=8.6447644781874242 6.4939714991487545 4.2850058834810625 70.03688686730311 leaf_count=62 58 108 2029 internal_value=0 -0.00903768 0.00142105 internal_weight=0 10.779 78.6817 internal_count=2257 166 2091 is_linear=0 shrinkage=0.0224292 Tree=7435 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=1.97577 3.25746 2.91052 threshold=0.11932000000000002 0.18307500000000002 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013690918418435439 -0.018820948320709019 0.0063696229966736006 -0.00012316868624252797 leaf_weight=8.5976838839997054 6.4994847699999792 4.2641100301334518 70.036528492330945 leaf_count=62 58 108 2029 internal_value=0 -0.00884783 0.00139019 internal_weight=0 10.7636 78.6342 internal_count=2257 166 2091 is_linear=0 shrinkage=0.0224292 Tree=7436 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.86973 3.39574 3.07017 threshold=-0.020899999999999998 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3403575979344863e-06 0.00045970732208089137 -0.00051045451857673551 3.3658189824456855e-05 leaf_weight=69.944941982340424 4.5328706330983577 2.5296549331396809 11.640619350626364 leaf_count=1971 87 22 185 internal_value=0 -1.18275e-05 0.000153466 internal_weight=0 72.4746 16.1735 internal_count=2265 1993 272 is_linear=0 shrinkage=0.000439788 Tree=7437 num_leaves=3 num_cat=0 split_feature=151 124 split_gain=2.14716 1.56381 threshold=-0.27336999999999995 0.10195500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017680568138423492 0.0010435261856942951 0.018487109163602921 leaf_weight=2.9918888221436637 81.946213229245586 2.6507707395940079 leaf_count=56 2183 26 internal_value=0 0.00159415 internal_weight=0 84.597 internal_count=2265 2209 is_linear=0 shrinkage=0.0224292 Tree=7438 num_leaves=3 num_cat=0 split_feature=151 124 split_gain=2.06235 1.50761 threshold=-0.27336999999999995 0.10195500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017380054796998227 0.0010201926071687353 0.018207037133925921 leaf_weight=2.9758680459053712 81.94094368588776 2.6316884536645366 leaf_count=56 2183 26 internal_value=0 0.00155899 internal_weight=0 84.5726 internal_count=2265 2209 is_linear=0 shrinkage=0.0224292 Tree=7439 num_leaves=3 num_cat=0 split_feature=151 124 split_gain=1.98066 1.45325 threshold=-0.27336999999999995 0.10195500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017082319392221094 0.00099737883966421743 0.017929535699736494 leaf_weight=2.9603363864298435 81.935818002364613 2.6129881983506484 leaf_count=56 2183 26 internal_value=0 0.0015246 internal_weight=0 84.5488 internal_count=2265 2209 is_linear=0 shrinkage=0.0224292 Tree=7440 num_leaves=4 num_cat=0 split_feature=52 403 1 split_gain=2.54644 2.42985 0.305795 threshold=-0.41304999999999997 0.092660000000000006 0.10171500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010536448167324746 -0.00032785238062291963 0.013748239634350136 -0.024201353542710493 leaf_weight=1.4463968283926072 75.361806892220557 6.7003076431210493 2.0577941803494468 leaf_count=156 1854 162 78 internal_value=0 0.00082438 -0.0186487 internal_weight=0 82.0621 3.50419 internal_count=2250 2016 234 is_linear=0 shrinkage=0.0224292 Tree=7441 num_leaves=4 num_cat=0 split_feature=52 403 1 split_gain=2.58689 2.05547 0.31078 threshold=-0.41304999999999997 0.092660000000000006 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020494714918549108 -3.7822718656712068e-06 0.00024941512675344765 -0.00047348538721215215 leaf_weight=1.4523070155628368 76.658507890759211 6.7279182367783497 2.1017814023653045 leaf_count=153 1854 162 81 internal_value=0 1.6699e-05 -0.000365434 internal_weight=0 83.3864 3.55409 internal_count=2250 2016 234 is_linear=0 shrinkage=0.000439788 Tree=7442 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=2.47758 2.12714 threshold=-0.5138299999999999 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023556675271969772 -0.00043325893688040459 0.012590645020535945 leaf_weight=2.1654624637267252 76.528668085026766 6.8563381545827715 leaf_count=174 1907 169 internal_value=0 0.000640269 internal_weight=0 83.385 internal_count=2250 2076 is_linear=0 shrinkage=0.0224292 Tree=7443 num_leaves=3 num_cat=0 split_feature=52 47 split_gain=2.41828 2.05486 threshold=-0.5138299999999999 0.088915000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023523961999464577 0.00210162752960022 -0.0077694424070955097 leaf_weight=2.1203711830348757 70.938619252094213 12.455292462866053 leaf_count=174 1837 239 internal_value=0 0.000625893 internal_weight=0 83.3939 internal_count=2250 2076 is_linear=0 shrinkage=0.0224292 Tree=7444 num_leaves=4 num_cat=0 split_feature=159 401 0 split_gain=2.37916 2.26941 1.91341 threshold=-1.0000000180025095e-35 0.082755000000000009 -0.16132499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078014221675400579 0.0025103181005557487 -0.016157145217758285 -0.022576380719810097 leaf_weight=1.4385428591049274 72.574135758522061 3.4121140519418978 3.6997050301697518 leaf_count=30 1663 214 333 internal_value=0 0.00166822 -0.0140742 internal_weight=0 75.9862 5.13825 internal_count=2240 1877 363 is_linear=0 shrinkage=0.0224292 Tree=7445 num_leaves=4 num_cat=0 split_feature=159 4 0 split_gain=2.29526 2.20585 1.84427 threshold=-1.0000000180025095e-35 0.0055300000000000011 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007472176938054487 -0.0017264491022830251 0.0059813124674992441 -0.022380867553778602 leaf_weight=1.4439147589146157 42.86081990058301 33.078801865260175 3.6406461698970807 leaf_count=31 1333 544 332 internal_value=0 0.00163166 -0.013907 internal_weight=0 75.9396 5.08456 internal_count=2240 1877 363 is_linear=0 shrinkage=0.0224292 Tree=7446 num_leaves=4 num_cat=0 split_feature=159 401 0 split_gain=2.28137 2.21531 1.83046 threshold=-1.0000000180025095e-35 0.082755000000000009 -0.16132499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014663073685826342 4.9161788264356884e-05 -0.00031073678847115234 -0.00043539139353365898 leaf_weight=1.4495676539372651 73.300301431181651 3.4453468519059234 3.6547583383226074 leaf_count=30 1663 214 333 internal_value=0 3.29316e-05 -0.000270174 internal_weight=0 76.7456 5.10433 internal_count=2240 1877 363 is_linear=0 shrinkage=0.000439788 Tree=7447 num_leaves=4 num_cat=0 split_feature=52 402 0 split_gain=2.16072 2.16774 0.731316 threshold=0.30310000000000009 0.086350000000000024 -0.081174999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3352464649361888e-05 -0.00010934298095348502 -0.00029939690213609673 -0.00053502123553918863 leaf_weight=74.880002890054129 1.438810183781243 3.7285683905938631 1.7192923813499863 leaf_count=1792 96 251 101 internal_value=0 2.70264e-05 -0.000342908 internal_weight=0 78.6086 3.1581 internal_count=2240 2043 197 is_linear=0 shrinkage=0.000439788 Tree=7448 num_leaves=4 num_cat=0 split_feature=123 131 2 split_gain=2.51733 2.75159 1.88726 threshold=1.0000000180025095e-35 0.084390000000000007 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2834079761851818e-05 -7.3181792323786499e-05 -0.00031917348002415694 0.00039828360967157015 leaf_weight=73.66744541850403 2.5092729002790284 6.1251522633101549 4.7047169620927889 leaf_count=1782 84 318 114 internal_value=0 -3.64205e-05 0.000234531 internal_weight=0 79.7926 7.21399 internal_count=2298 2100 198 is_linear=0 shrinkage=0.000439788 Tree=7449 num_leaves=4 num_cat=0 split_feature=123 131 2 split_gain=2.47727 2.83249 1.909 threshold=1.0000000180025095e-35 0.084390000000000007 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.281416997145099e-06 -7.4823457875066514e-05 -0.00031847553544011605 0.00040019615134169543 leaf_weight=74.091663690153837 2.4893172053125445 6.1486018618088556 4.726852583757136 leaf_count=1782 84 318 114 internal_value=0 -3.21209e-05 0.000236566 internal_weight=0 80.2403 7.21617 internal_count=2298 2100 198 is_linear=0 shrinkage=0.000439788 Tree=7450 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=2.40789 3.01252 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020395337705353685 -0.026033957043094521 -0.00056235106479611357 leaf_weight=2.6365576614625743 2.3865676564719243 80.537247410584314 leaf_count=20 219 2059 internal_value=0 -0.00130125 internal_weight=0 82.9238 internal_count=2298 2278 is_linear=0 shrinkage=0.0224292 Tree=7451 num_leaves=4 num_cat=0 split_feature=123 131 3 split_gain=2.51632 2.76196 0.863743 threshold=1.0000000180025095e-35 0.084390000000000007 -0.0088599999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3786735544928581e-06 0.0003967914363588088 -0.00031741658881289048 9.215920010047331e-05 leaf_weight=73.262276510280572 3.4366088769165799 6.0795156473832312 3.7895288613653966 leaf_count=1782 93 318 105 internal_value=0 -3.30526e-05 0.0002377 internal_weight=0 79.3418 7.22614 internal_count=2298 2100 198 is_linear=0 shrinkage=0.000439788 Tree=7452 num_leaves=4 num_cat=0 split_feature=52 3 15 split_gain=3.31043 3.03767 2.41366 threshold=-0.23818999999999999 0.12031000000000001 0.09167500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023079619065743264 0.0034717865268444033 0.012386656308090816 -0.010627965858334495 leaf_weight=4.9039600763016997 72.207362474943693 1.5993211731547488 6.6534582616495745 leaf_count=266 1661 10 341 internal_value=0 -0.0143468 0.00227991 internal_weight=0 6.50328 78.8608 internal_count=2278 276 2002 is_linear=0 shrinkage=0.0224292 Tree=7453 num_leaves=4 num_cat=0 split_feature=52 3 15 split_gain=3.19821 3.02336 2.3634 threshold=-0.23818999999999999 0.12031000000000001 0.09167500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044875230048380799 6.5082453033284767e-05 0.00024402522004602815 -0.00020683889610632333 leaf_weight=4.9125905180817417 72.889899083040291 1.6044979124562813 6.7363576109355554 leaf_count=266 1661 10 341 internal_value=0 -0.000277977 4.20339e-05 internal_weight=0 6.51709 79.6263 internal_count=2278 276 2002 is_linear=0 shrinkage=0.000439788 Tree=7454 num_leaves=4 num_cat=0 split_feature=52 3 15 split_gain=3.19462 2.94697 2.30909 threshold=-0.23818999999999999 0.12031000000000001 0.09167500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022886480549898516 0.0033923941667244328 0.012195195590239963 -0.010409752044914984 leaf_weight=4.8347369358489223 72.191315531443252 1.5886674452340228 6.641755949925936 leaf_count=266 1661 10 341 internal_value=0 -0.0141995 0.00222731 internal_weight=0 6.4234 78.8331 internal_count=2278 276 2002 is_linear=0 shrinkage=0.0224292 Tree=7455 num_leaves=4 num_cat=0 split_feature=15 15 457 split_gain=2.41917 3.3353 2.7991 threshold=0.09167500000000002 0.088235000000000022 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5631151641521483e-05 -0.00035016971972447766 0.00032748118266178551 0.00031869499848487801 leaf_weight=71.872937685353463 6.0166026136694191 7.2889624127383277 1.4976172421593217 leaf_count=1757 343 159 19 internal_value=0 4.44173e-05 -0.000216392 internal_weight=0 79.1619 7.51422 internal_count=2278 1916 362 is_linear=0 shrinkage=0.000439788 Tree=7456 num_leaves=4 num_cat=0 split_feature=0 47 2 split_gain=2.86953 2.47989 2.31619 threshold=-0.018054999999999998 1.0000000180025095e-35 0.082565000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3850447746469504e-06 0.00051873536880149909 -0.0001901162453652117 8.7967158020724618e-05 leaf_weight=56.383799807161267 3.0722901834451468 15.504899379040578 11.07342157079256 leaf_count=1728 68 303 196 internal_value=0 -3.44667e-05 0.000182098 internal_weight=0 71.8887 14.1457 internal_count=2295 2031 264 is_linear=0 shrinkage=0.000439788 Tree=7457 num_leaves=4 num_cat=0 split_feature=0 47 2 split_gain=2.85858 2.51963 2.32221 threshold=-0.018054999999999998 1.0000000180025095e-35 0.082565000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9796887105157602e-06 0.00051986364272545518 -0.00019729653314669754 8.3833465095182617e-05 leaf_weight=55.754740687945741 2.9992695581750004 15.319300775474401 10.919474459893534 leaf_count=1728 68 303 196 internal_value=0 -3.94447e-05 0.000178374 internal_weight=0 71.074 13.9187 internal_count=2295 2031 264 is_linear=0 shrinkage=0.000439788 Tree=7458 num_leaves=4 num_cat=0 split_feature=0 47 2 split_gain=2.62565 2.54791 2.37362 threshold=-0.018054999999999998 1.0000000180025095e-35 0.082565000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9085701786256581e-06 0.00051974252257019015 -0.00019312027665873143 7.849591763886172e-05 leaf_weight=55.908881595367347 2.9933279817269058 15.379766665384521 10.897529960668178 leaf_count=1728 68 303 196 internal_value=0 -3.4717e-05 0.000174163 internal_weight=0 71.2886 13.8909 internal_count=2295 2031 264 is_linear=0 shrinkage=0.000439788 Tree=7459 num_leaves=4 num_cat=0 split_feature=0 47 2 split_gain=2.66798 2.56065 2.33491 threshold=-0.018054999999999998 1.0000000180025095e-35 0.082565000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034509217549546952 0.026542927364938455 -0.010054473614581059 0.0040486218377615724 leaf_weight=55.073441513395665 2.9425521996272428 15.178414373847771 10.783845692378234 leaf_count=1728 68 303 196 internal_value=0 -0.00190393 0.00890094 internal_weight=0 70.2519 13.7264 internal_count=2295 2031 264 is_linear=0 shrinkage=0.0224292 Tree=7460 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=1.51061 3.95435 1.96643 threshold=0.08845500000000002 0.017150000000000002 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0084058894839516458 0.0057494494708375723 0.0063860689556476009 -0.004661633340783046 leaf_weight=23.315463125887618 38.325223158499284 14.878152915891404 11.961808313870277 leaf_count=1063 689 299 186 internal_value=0 -0.00264344 0.00327213 internal_weight=0 38.1936 50.287 internal_count=2237 1362 875 is_linear=0 shrinkage=0.0224292 Tree=7461 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=1.61545 3.89666 1.97766 threshold=0.08845500000000002 0.017150000000000002 -0.00090499999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001653373340562971 0.0001653282863113324 0.00012148073018528007 -9.8810643690644227e-06 leaf_weight=23.518877438715208 21.894866225244186 14.982439455874554 28.878275457886048 leaf_count=1063 523 299 352 internal_value=0 -5.37198e-05 6.57081e-05 internal_weight=0 38.5013 50.7731 internal_count=2237 1362 875 is_linear=0 shrinkage=0.000439788 Tree=7462 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=1.48405 2.51114 1.48831 threshold=-0.15817999999999996 -0.092484999999999984 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01570367138408536 -0.016546070762332443 0.00055506926041973053 0.00029039486703427226 leaf_weight=6.1481982823170238 4.5793763378824215 71.229739558320944 6.446724373367033 leaf_count=76 169 1893 99 internal_value=0 -0.000481859 0.00782675 internal_weight=0 75.8091 12.5949 internal_count=2237 2062 175 is_linear=0 shrinkage=0.0224292 Tree=7463 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=1.4529 3.76323 1.93612 threshold=0.08845500000000002 0.017150000000000002 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082471016518854464 0.0018305432184923781 0.0061975586959507221 0.01743425235482338 leaf_weight=23.24592406534066 45.89565309387217 14.857289737294193 4.3640958403702816 leaf_count=1063 761 299 114 internal_value=0 -0.00261452 0.00319153 internal_weight=0 38.1032 50.2597 internal_count=2237 1362 875 is_linear=0 shrinkage=0.0224292 Tree=7464 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=2.79705 2.7609 2.32237 threshold=-1.0000000180025095e-35 0.045590000000000006 0.08733500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012454474225718562 0.0033893081076950297 -0.020141809083506875 -0.012521838827457978 leaf_weight=6.1680284609465144 69.401647463997506 5.9576334653638696 4.9248296851337718 leaf_count=98 1408 547 182 internal_value=0 -0.00927778 0.0023321 internal_weight=0 12.1257 74.3265 internal_count=2235 645 1590 is_linear=0 shrinkage=0.0224292 Tree=7465 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=2.68495 2.67924 2.22203 threshold=-1.0000000180025095e-35 0.045590000000000006 0.08733500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012177905962770033 0.0033146479172113611 -0.019910335929135853 -0.012259319841792108 leaf_weight=6.167065320274558 69.373933509483322 5.8926780281235551 4.9179519528461233 leaf_count=98 1408 547 182 internal_value=0 -0.00912107 0.0022808 internal_weight=0 12.0597 74.2919 internal_count=2235 645 1590 is_linear=0 shrinkage=0.0224292 Tree=7466 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=2.63943 2.65245 2.10192 threshold=-1.0000000180025095e-35 0.045590000000000006 0.08733500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4360147526046891e-05 6.4638087762355367e-05 -0.00038694449907983406 -0.00023119806034287198 leaf_weight=6.2167901826323924 69.8078026546209 5.8975990322151119 4.9576264664765395 leaf_count=98 1408 547 182 internal_value=0 -0.000176167 4.49674e-05 internal_weight=0 12.1144 74.7654 internal_count=2235 645 1590 is_linear=0 shrinkage=0.000439788 Tree=7467 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=2.57625 2.59877 2.12361 threshold=-1.0000000180025095e-35 0.045590000000000006 0.08733500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011912065721274188 0.0032412442555360896 -0.019674433059064432 -0.011992141053837752 leaf_weight=6.1670920484320941 69.355460880371538 5.8296051135566813 4.912336117202357 leaf_count=98 1408 547 182 internal_value=0 -0.00896327 0.00223083 internal_weight=0 11.9967 74.2678 internal_count=2235 645 1590 is_linear=0 shrinkage=0.0224292 Tree=7468 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=3.44448 2.10935 threshold=-0.53696499999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034365011325009943 -0.013509874236860913 0.00092061641491632869 leaf_weight=1.4749202271050297 5.4275767199997054 79.091902149351426 leaf_count=23 363 1918 internal_value=0 -8.90599e-06 internal_weight=0 84.5195 internal_count=2304 2281 is_linear=0 shrinkage=0.0224292 Tree=7469 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=2.56536 2.20423 threshold=-0.52113499999999979 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005534094354378553 -2.5743904859779021e-05 0.0002003751853534263 leaf_weight=1.6383390295814013 76.141304680919347 9.344148333919291 leaf_count=32 2034 238 internal_value=0 -9.88308e-07 internal_weight=0 85.4855 internal_count=2304 2272 is_linear=0 shrinkage=0.000439788 Tree=7470 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.11997 2.20704 threshold=-0.53696499999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00063337885830891719 -2.6079745643802699e-05 0.00019920635705745793 leaf_weight=1.5187724912539113 76.762739407219669 9.4261883821527572 leaf_count=23 2039 242 internal_value=0 -1.40231e-06 internal_weight=0 86.1889 internal_count=2304 2281 is_linear=0 shrinkage=0.000439788 Tree=7471 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.24814 2.06332 threshold=-0.53696499999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033196651717335809 -0.0012339337074518274 0.010018189996462945 leaf_weight=1.491094702592817 75.365356242338748 9.1796481864439539 leaf_count=23 2039 242 internal_value=0 -1.02251e-05 internal_weight=0 84.545 internal_count=2304 2281 is_linear=0 shrinkage=0.0224292 Tree=7472 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=2.894 3.55069 0.938132 threshold=-0.17632999999999996 1.0000000180025095e-35 -0.41542999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0122536178893429e-05 -5.3791549496780557e-05 0.00036927362012957393 0.00035315404953395051 leaf_weight=4.5844472124808817 66.263808058992254 4.0537162679393068 5.2047282678904576 leaf_count=91 2006 112 57 internal_value=0 -2.93088e-05 0.000225693 internal_weight=0 70.3175 9.78918 internal_count=2266 2118 148 is_linear=0 shrinkage=0.000439788 Tree=7473 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=2.8963 3.41725 0.897757 threshold=-0.17632999999999996 1.0000000180025095e-35 -0.41542999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043450815880246782 -0.0026587049754228666 0.018752582049458538 0.018012873634694161 leaf_weight=4.5613717448686657 65.542373075827982 3.9583977639704235 5.1631960539307311 leaf_count=91 2006 112 57 internal_value=0 -0.00143442 0.011623 internal_weight=0 69.5008 9.72457 internal_count=2266 2118 148 is_linear=0 shrinkage=0.0224292 Tree=7474 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=2.7763 3.30284 0.868471 threshold=-0.17632999999999996 1.0000000180025095e-35 -0.41542999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042489614722317033 -0.0025990944268269455 0.01858407886268696 0.017710184318000532 leaf_weight=4.5603805736718641 65.542256996349352 3.9054738961276589 5.1343117892320134 leaf_count=91 2006 112 57 internal_value=0 -0.00140305 0.0113988 internal_weight=0 69.4477 9.69469 internal_count=2266 2118 148 is_linear=0 shrinkage=0.0224292 Tree=7475 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=2.65774 3.18888 0.86376 threshold=-0.17632999999999996 1.0000000180025095e-35 -0.41542999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9344645820462095e-05 -4.8507034815092264e-05 0.00035960260973076847 0.00034158198682506956 leaf_weight=4.5921891584075638 66.728226890480073 3.9016722321321131 5.174677486465951 leaf_count=91 2006 112 57 internal_value=0 -2.58715e-05 0.000218678 internal_weight=0 70.6299 9.76687 internal_count=2266 2118 148 is_linear=0 shrinkage=0.000439788 Tree=7476 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=3.44166 3.33187 0.840474 threshold=0.12835000000000002 0.092355000000000007 -0.074224999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019577936026820043 0.024747946376810392 -0.0094845454051550437 0.009445300984181287 leaf_weight=61.982244671748504 2.91821757867001 16.11452291720434 4.7973180331537142 leaf_count=1430 58 632 135 internal_value=0 -0.000404965 0.01528 internal_weight=0 78.0968 7.71554 internal_count=2255 2062 193 is_linear=0 shrinkage=0.0224292 Tree=7477 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=3.31388 3.18788 0.818761 threshold=0.12835000000000002 0.092355000000000007 -0.074224999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019141223489076125 0.024444382399143084 -0.0092840238396629474 0.0092797735314659631 leaf_weight=61.97497697316112 2.8887632215992198 16.093979654790019 4.7739778037794158 leaf_count=1430 58 632 135 internal_value=0 -0.00039609 0.0150432 internal_weight=0 78.069 7.66274 internal_count=2255 2062 193 is_linear=0 shrinkage=0.0224292 Tree=7478 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=3.30584 3.07031 0.779562 threshold=0.12835000000000002 0.092355000000000007 -0.074224999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.569263663709248e-05 0.00047331931681462519 -0.00017874459553213163 0.00018360570131929131 leaf_weight=62.567283010960637 2.8822223317620228 16.252770720159788 4.8343341616055104 leaf_count=1430 58 632 135 internal_value=0 -8.5571e-06 0.000292718 internal_weight=0 78.8201 7.71656 internal_count=2255 2062 193 is_linear=0 shrinkage=0.000439788 Tree=7479 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=3.28366 2.79349 threshold=-0.49367499999999992 0.12796000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022044029092538924 0.00049150254737715196 0.014767077953172879 leaf_weight=2.991661595995537 75.103156184854015 7.5741019730994585 leaf_count=105 1957 193 internal_value=0 0.0018024 internal_weight=0 82.6773 internal_count=2255 2150 is_linear=0 shrinkage=0.0224292 Tree=7480 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=2.5614 3.94121 2.58074 threshold=0.082780000000000006 0.092660000000000006 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0888367717849055e-05 -0.00013589602465035141 0.00023422047106335631 0.00034712052680615932 leaf_weight=40.748946022755263 32.106506574991727 6.7124711781143551 6.1046310143865403 leaf_count=587 1483 164 70 internal_value=0 -7.18128e-05 8.0913e-05 internal_weight=0 38.819 46.8536 internal_count=2304 1647 657 is_linear=0 shrinkage=0.000439788 Tree=7481 num_leaves=4 num_cat=0 split_feature=133 39 14 split_gain=2.03482 5.11129 3.16612 threshold=1.0000000180025095e-35 0.085095000000000018 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034058771407673432 -0.00025236555214016698 0.00038817973743416364 6.3794104311914717e-05 leaf_weight=3.950304540761862 12.932196282342373 2.9423157902747326 66.234593849650992 leaf_count=75 753 106 1370 internal_value=0 -0.000133318 4.09473e-05 internal_weight=0 15.8745 70.1849 internal_count=2304 859 1445 is_linear=0 shrinkage=0.000439788 Tree=7482 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=2.60646 3.89334 2.54556 threshold=0.082780000000000006 0.092660000000000006 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9602599918874728e-05 -0.00013718454020337072 0.00023105856538171112 0.00034298074563483377 leaf_weight=41.013417266523902 32.477790678120982 6.6797291836992363 6.1339262118999605 leaf_count=587 1483 164 70 internal_value=0 -7.42854e-05 7.91953e-05 internal_weight=0 39.1575 47.1473 internal_count=2304 1647 657 is_linear=0 shrinkage=0.000439788 Tree=7483 num_leaves=4 num_cat=0 split_feature=12 403 474 split_gain=2.35711 4.09119 2.5484 threshold=0.082780000000000006 0.092660000000000006 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018453936073311529 -0.0069863880019291518 0.012325596497245754 0.017482369618854871 leaf_weight=40.351819033796346 31.750934268006404 6.6605325134005389 6.0081618713302296 leaf_count=587 1483 164 70 internal_value=0 -0.00363324 0.00387828 internal_weight=0 38.4115 46.36 internal_count=2304 1647 657 is_linear=0 shrinkage=0.0224292 Tree=7484 num_leaves=4 num_cat=0 split_feature=52 453 2 split_gain=4.64331 3.4007 1.23139 threshold=-0.24600999999999998 1.0000000180025095e-35 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027754932185066396 0.001747862307373359 -0.02107637024984807 -0.0070331534941463214 leaf_weight=3.6676095700277065 74.106074710507528 3.417178294985205 2.3974583647504915 leaf_count=172 1932 52 100 internal_value=0 0.000736842 -0.0196116 internal_weight=0 77.5233 6.06507 internal_count=2256 1984 272 is_linear=0 shrinkage=0.0224292 Tree=7485 num_leaves=4 num_cat=0 split_feature=52 453 2 split_gain=4.4889 3.2715 1.22582 threshold=-0.24600999999999998 1.0000000180025095e-35 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027629623463100852 0.0017089754762636639 -0.020752500788544584 -0.0068802413724164124 leaf_weight=3.6024314562710051 74.09294463130027 3.393238118471344 2.3962118626295705 leaf_count=172 1932 52 100 internal_value=0 0.000720483 -0.0193892 internal_weight=0 77.4862 5.99864 internal_count=2256 1984 272 is_linear=0 shrinkage=0.0224292 Tree=7486 num_leaves=4 num_cat=0 split_feature=52 453 2 split_gain=4.33912 3.14683 1.21975 threshold=-0.24600999999999998 1.0000000180025095e-35 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027503425577240084 0.0016709455320630634 -0.020430759844597773 -0.0067304470257054686 leaf_weight=3.5385992787414571 74.080176358945209 3.3699348438094594 2.3950396396103315 leaf_count=172 1932 52 100 internal_value=0 0.000704479 -0.0191671 internal_weight=0 77.4501 5.93364 internal_count=2256 1984 272 is_linear=0 shrinkage=0.0224292 Tree=7487 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=2.64856 3.02012 threshold=1.0000000180025095e-35 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.005289694823213599 -0.0201258243931134 -0.003554474754849679 leaf_weight=33.237991379712184 3.367871929658576 46.679189748712815 leaf_count=418 58 1780 internal_value=0 0.000124248 internal_weight=0 79.9172 internal_count=2256 2198 is_linear=0 shrinkage=0.0224292 Tree=7488 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.70383 2.71237 1.62408 threshold=0.27467500000000006 -0.11689999999999999 -0.22554999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003316966218184203 -5.417256806841503e-05 1.412512327916895e-05 0.00031231584516051874 leaf_weight=4.6538892680837298 3.1589204452466211 71.569377567242555 8.9324492258856463 leaf_count=158 37 1888 228 internal_value=0 -7.06714e-06 0.000216635 internal_weight=0 76.2233 12.0914 internal_count=2311 2046 265 is_linear=0 shrinkage=0.000439788 Tree=7489 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=2.62543 2.97636 1.62294 threshold=0.27467500000000006 -0.094939999999999983 -0.22554999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042634750301828213 -5.571035491082151e-05 1.2458672098521534e-05 0.00031091746770330606 leaf_weight=3.0986081414084756 3.1549705067882305 72.803954185805196 8.9125637100805744 leaf_count=52 37 1994 228 internal_value=0 -5.55763e-06 0.000215129 internal_weight=0 75.9026 12.0675 internal_count=2311 2046 265 is_linear=0 shrinkage=0.000439788 Tree=7490 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=2.69323 2.97246 1.69533 threshold=0.27467500000000006 -0.094939999999999983 -0.23129999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004266584275412368 -6.4646568669524614e-05 1.090892258487582e-05 0.00031261599732952146 leaf_weight=3.1126839056087183 3.087103073950856 72.847190144753768 8.9946050906255532 leaf_count=52 35 1994 230 internal_value=0 -7.12441e-06 0.000216268 internal_weight=0 75.9599 12.0817 internal_count=2311 2046 265 is_linear=0 shrinkage=0.000439788 Tree=7491 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=2.74283 2.92268 1.56359 threshold=0.27467500000000006 -0.094939999999999983 -0.22554999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041979147209276796 -4.7108271785408459e-05 1.2525439199257557e-05 0.00031192540236389649 leaf_weight=3.1353806331535443 3.1591501401271662 73.431779089640258 9.0453421789316035 leaf_count=52 37 1994 228 internal_value=0 -5.27791e-06 0.000219061 internal_weight=0 76.5672 12.2045 internal_count=2311 2046 265 is_linear=0 shrinkage=0.000439788 Tree=7492 num_leaves=4 num_cat=0 split_feature=160 12 16 split_gain=3.01213 2.52718 1.70728 threshold=0.099280000000000021 -0.14662999999999998 -0.06976499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026025716995114152 -0.027425115917016799 0.002234789898345458 -0.0034067288705627234 leaf_weight=1.6061100055012492 2.8276765270129545 77.724728864351164 3.1342349379556245 leaf_count=58 51 2039 128 internal_value=0 0.00165651 -0.0148496 internal_weight=0 79.3308 5.96191 internal_count=2276 2097 179 is_linear=0 shrinkage=0.0224292 Tree=7493 num_leaves=4 num_cat=0 split_feature=160 12 16 split_gain=2.88849 2.41312 1.654 threshold=0.099280000000000021 -0.14662999999999998 -0.06976499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025410150806947543 -0.027016882662655867 0.0021849240723019535 -0.0033305767325982095 leaf_weight=1.6085569872666372 2.8065521655516932 77.716059102063355 3.1344263900809883 leaf_count=58 51 2039 128 internal_value=0 0.00161937 -0.0145708 internal_weight=0 79.3246 5.94098 internal_count=2276 2097 179 is_linear=0 shrinkage=0.0224292 Tree=7494 num_leaves=4 num_cat=0 split_feature=160 43 1 split_gain=2.73555 2.2766 1.6944 threshold=0.099280000000000021 -0.08292999999999999 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014707997130900972 -0.00050472145431406637 -1.5126088504265213e-05 -3.6235572045390476e-05 leaf_weight=23.744076533484986 3.033587147583602 56.579790505261371 2.9290506126126274 leaf_count=537 139 1560 40 internal_value=0 3.28463e-05 -0.000275435 internal_weight=0 80.3239 5.96264 internal_count=2276 2097 179 is_linear=0 shrinkage=0.000439788 Tree=7495 num_leaves=4 num_cat=0 split_feature=160 12 1 split_gain=2.76693 2.30201 1.65008 threshold=0.099280000000000021 -0.14662999999999998 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024788831429574804 -0.025836326738724574 0.002136984796242432 -0.0021708841198146986 leaf_weight=1.6118215887981922 3.0201295172028031 77.726414939899314 2.9005926756799454 leaf_count=58 139 2039 40 internal_value=0 0.00158413 -0.0142867 internal_weight=0 79.3382 5.92072 internal_count=2276 2097 179 is_linear=0 shrinkage=0.0224292 Tree=7496 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.96488 6.62484 4.57211 threshold=-0.084169999999999981 -0.083999999999999977 0.053330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019188061249005191 0.00091564701845852432 6.8016365840800248e-05 9.9235648968656247e-05 leaf_weight=22.915637371406774 1.8465704584668845 40.581325055360139 19.128229924463085 leaf_count=725 17 1197 311 internal_value=0 0.000105303 -5.94498e-05 internal_weight=0 42.4279 42.0439 internal_count=2250 1214 1036 is_linear=0 shrinkage=0.000439788 Tree=7497 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.95822 6.45335 4.50197 threshold=-0.084169999999999981 -0.083999999999999977 0.053330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019357438923090625 0.00090197178107838188 6.6555389225425493e-05 9.6339213113552833e-05 leaf_weight=22.71477585995035 1.8526495140686154 40.299607683521572 19.017132181877969 leaf_count=725 17 1197 311 internal_value=0 0.000103665 -6.14778e-05 internal_weight=0 42.1523 41.7319 internal_count=2250 1214 1036 is_linear=0 shrinkage=0.000439788 Tree=7498 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.96841 6.55543 4.41984 threshold=-0.084169999999999981 -0.083999999999999977 0.053330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098164686431805974 0.04644467099150603 0.0034297257155537779 0.0048879343408624503 leaf_weight=22.557454322205558 1.8468689252913453 39.90073389378631 18.869615444651572 leaf_count=725 17 1197 311 internal_value=0 0.00535302 -0.00311959 internal_weight=0 41.7476 41.4271 internal_count=2250 1214 1036 is_linear=0 shrinkage=0.0224292 Tree=7499 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.83751 6.19978 3.28575 threshold=-0.084169999999999981 -0.083999999999999977 -0.10071499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016738370968130957 0.045010132768938428 0.0033538471048588868 -0.015450244115436881 leaf_weight=32.863822559527762 1.8634017418953579 39.888841154165675 8.5182206190079324 leaf_count=448 17 1197 588 internal_value=0 0.00523269 -0.00305304 internal_weight=0 41.7522 41.382 internal_count=2250 1214 1036 is_linear=0 shrinkage=0.0224292 Tree=7500 num_leaves=4 num_cat=0 split_feature=52 403 159 split_gain=3.58498 2.38784 0.540058 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01117491249214177 -0.0090663028147472367 0.0035195252433512484 -0.025071020421869861 leaf_weight=5.9839910390437572 1.8780503663156194 76.006442590976803 2.5182400393387061 leaf_count=530 128 1480 134 internal_value=0 0.00244471 -0.0183027 internal_weight=0 81.9904 4.39629 internal_count=2272 2010 262 is_linear=0 shrinkage=0.0224292 Tree=7501 num_leaves=4 num_cat=0 split_feature=52 1213 159 split_gain=3.45758 2.24217 0.535653 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016003091119690924 -0.0088956550795553906 0.0031393191330810126 -0.024900879036618275 leaf_weight=3.1846747938834588 1.8715865873746222 78.74248587426473 2.4791513886584644 leaf_count=347 128 1663 134 internal_value=0 0.00239166 -0.0180848 internal_weight=0 81.9272 4.35074 internal_count=2272 2010 262 is_linear=0 shrinkage=0.0224292 Tree=7502 num_leaves=4 num_cat=0 split_feature=52 1213 159 split_gain=3.33436 2.15899 0.531074 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015803474495157191 -0.0087273032400520655 0.0030700770279161113 -0.024729400810990426 leaf_weight=3.153169047785922 1.8653417766549862 78.713238885104602 2.4409165596698577 leaf_count=347 128 1663 134 internal_value=0 0.00233963 -0.0178669 internal_weight=0 81.8664 4.30626 internal_count=2272 2010 262 is_linear=0 shrinkage=0.0224292 Tree=7503 num_leaves=4 num_cat=0 split_feature=52 403 159 split_gain=3.24806 2.4127 0.519154 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.24212499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021721513477176283 -0.00016904526554875585 6.8066579041265222e-05 -0.00047965372925777355 leaf_weight=6.1781663745241522 1.8751625772292753 76.74384037283744 2.4097020969384166 leaf_count=530 128 1480 134 internal_value=0 4.67663e-05 -0.000345077 internal_weight=0 82.922 4.28486 internal_count=2272 2010 262 is_linear=0 shrinkage=0.000439788 Tree=7504 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=3.02803 4.01409 threshold=-0.44508499999999995 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02254400041856525 -0.009150150316463334 0.001571275765574834 leaf_weight=2.6665174374356857 25.100116711697865 58.420770587440984 leaf_count=13 1192 1068 internal_value=0 -0.00165214 internal_weight=0 83.5209 internal_count=2273 2260 is_linear=0 shrinkage=0.0224292 Tree=7505 num_leaves=4 num_cat=0 split_feature=48 16 4 split_gain=2.98488 4.08205 2.77982 threshold=0.014805 -0.24235499999999996 0.27772500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001125250588432057 -0.00022899350398833295 0.00017282429181638347 0.00018031086796104496 leaf_weight=49.267365693698594 6.0593188259517801 25.019084170980932 7.1662491803108415 leaf_count=1607 69 393 204 internal_value=0 9.43899e-05 -7.52907e-05 internal_weight=0 31.0784 56.4336 internal_count=2273 462 1811 is_linear=0 shrinkage=0.000439788 Tree=7506 num_leaves=4 num_cat=0 split_feature=48 16 4 split_gain=2.93071 4.25438 2.63436 threshold=0.014805 -0.24235499999999996 -0.21586499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016961365749966557 -0.012278525687036565 0.0087954409086713932 -0.0021153069933127935 leaf_weight=6.8434851638448881 5.9693196555599597 24.687493253808952 48.631239398363505 leaf_count=127 69 393 1684 internal_value=0 0.00468695 -0.00395196 internal_weight=0 30.6568 55.4747 internal_count=2273 462 1811 is_linear=0 shrinkage=0.0224292 Tree=7507 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=2.8924 3.80125 threshold=-0.44508499999999995 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022145942343125988 -0.0088968778217462293 0.001544472053404749 leaf_weight=2.6456573102623215 25.051961538987143 58.381903251624408 leaf_count=13 1192 1068 internal_value=0 -0.00159198 internal_weight=0 83.4339 internal_count=2273 2260 is_linear=0 shrinkage=0.0224292 Tree=7508 num_leaves=4 num_cat=0 split_feature=52 3 52 split_gain=2.69643 3.03059 2.78376 threshold=0.060975000000000008 -0.10628499999999998 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073128097331180237 0.032736108505329785 -0.0047996529017869521 0.0045419005974439257 leaf_weight=13.310774616975321 1.9081291175862158 47.139855189045193 20.655950948105328 leaf_count=211 42 1266 712 internal_value=0 -0.00213111 0.0069518 internal_weight=0 60.4506 22.5641 internal_count=2231 1477 754 is_linear=0 shrinkage=0.0224292 Tree=7509 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=2.54846 2.59727 threshold=-0.47365999999999991 -0.14337999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035684251141832805 0.00044179257975930826 -2.3224123822110564e-05 leaf_weight=3.8345137244396019 2.3756757576702503 77.616031641957306 leaf_count=54 47 2130 internal_value=0 -9.31146e-06 internal_weight=0 79.9917 internal_count=2231 2177 is_linear=0 shrinkage=0.000439788 Tree=7510 num_leaves=4 num_cat=0 split_feature=52 3 52 split_gain=2.54624 2.99826 2.6137 threshold=0.060975000000000008 -0.10628499999999998 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014245059560505046 0.00061982777720397282 -9.3100807682735336e-05 8.563866676670406e-05 leaf_weight=13.383001073014382 1.9189368821571431 47.468679145742499 20.761734548691493 leaf_count=211 42 1266 712 internal_value=0 -4.1268e-05 0.000131318 internal_weight=0 60.8517 22.6807 internal_count=2231 1477 754 is_linear=0 shrinkage=0.000439788 Tree=7511 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=2.66347 2.6287 threshold=-0.47365999999999991 -0.14337999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035970660440576231 0.00044064638019515232 -2.6529407030808119e-05 leaf_weight=3.8775459695316377 2.3820932888993402 78.056800804178238 leaf_count=54 47 2130 internal_value=0 -1.25933e-05 internal_weight=0 80.4389 internal_count=2231 2177 is_linear=0 shrinkage=0.000439788 Tree=7512 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.32733 3.17076 threshold=0.087110000000000007 0.084925000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026319335308148625 -0.019832847313525304 0.011050683893753089 leaf_weight=72.162161154247769 2.5837314212258198 15.043255167059213 leaf_count=1974 58 254 internal_value=0 0.00169048 internal_weight=0 87.2054 internal_count=2286 2228 is_linear=0 shrinkage=0.0224292 Tree=7513 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.17012 3.04422 threshold=0.086000000000000007 0.084925000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025682298267892231 -0.01881302402323292 0.010849749802536094 leaf_weight=72.069920296224609 2.6669078768609316 14.979280135916268 leaf_count=1968 64 254 internal_value=0 0.00165634 internal_weight=0 87.0492 internal_count=2286 2222 is_linear=0 shrinkage=0.0224292 Tree=7514 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.06961 3.09282 threshold=0.086000000000000007 0.084925000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.9893428119312147e-06 -0.00035660440247888518 0.00021273760769437001 leaf_weight=73.106358723503945 2.7050965067901407 15.232006844677924 leaf_count=1968 64 254 internal_value=0 3.25907e-05 internal_weight=0 88.3384 internal_count=2286 2222 is_linear=0 shrinkage=0.000439788 Tree=7515 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.08696 2.97495 threshold=0.086000000000000007 0.084925000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2185750186312553e-06 -0.00035681574165041601 0.00021064628289592204 leaf_weight=73.211776355026814 2.7119504730653707 15.17121230086468 leaf_count=1968 64 254 internal_value=0 3.35295e-05 internal_weight=0 88.383 internal_count=2286 2222 is_linear=0 shrinkage=0.000439788 Tree=7516 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.28381 2.92383 threshold=-0.45122499999999993 0.014805 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036027608559367102 -7.4463104943186894e-05 0.00010309168014337392 leaf_weight=4.7845721107150885 52.751376649550366 27.156919788445521 leaf_count=68 1791 434 internal_value=0 -1.41107e-05 internal_weight=0 79.9083 internal_count=2293 2225 is_linear=0 shrinkage=0.000439788 Tree=7517 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.19309 2.87054 threshold=-0.45122499999999993 0.014805 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018178041810188134 -0.0039601971505762133 0.0050976076216733782 leaf_weight=4.6701252621860467 51.672337062985207 26.670515511117628 leaf_count=68 1791 434 internal_value=0 -0.000876128 internal_weight=0 78.3429 internal_count=2293 2225 is_linear=0 shrinkage=0.0224292 Tree=7518 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.23092 2.88167 threshold=-0.45122499999999993 0.014805 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035785070196434689 -7.4454036056234173e-05 0.00010164706809943376 leaf_weight=4.7538997978699618 52.866178649781432 27.205585271340169 leaf_count=68 1791 434 internal_value=0 -1.46111e-05 internal_weight=0 80.0718 internal_count=2293 2225 is_linear=0 shrinkage=0.000439788 Tree=7519 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=3.08871 2.74528 threshold=-0.45122499999999993 0.014805 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01798800674784496 -0.0038694996710787622 0.0049901757929933189 leaf_weight=4.6164023026940404 51.678476444376884 26.65341809648271 leaf_count=68 1791 434 internal_value=0 -0.000854401 internal_weight=0 78.3319 internal_count=2293 2225 is_linear=0 shrinkage=0.0224292 Tree=7520 num_leaves=4 num_cat=0 split_feature=158 457 15 split_gain=2.37754 1.89424 0.661529 threshold=0.09031500000000002 -0.072694999999999996 -0.065599999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024106435761334793 -0.00013726685609786397 3.6537552326715789e-05 -0.00053622594214882639 leaf_weight=5.0469317443221362 1.454336119542859 77.248305051011812 1.8270015600255636 leaf_count=157 108 1919 87 internal_value=0 1.94611e-05 -0.000361218 internal_weight=0 82.2952 3.28134 internal_count=2271 2076 195 is_linear=0 shrinkage=0.000439788 Tree=7521 num_leaves=4 num_cat=0 split_feature=158 457 15 split_gain=2.4854 1.85064 0.695433 threshold=0.09031500000000002 -0.072694999999999996 -0.066974999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023499850953468275 -0.00013114296176411943 3.9253435875562408e-05 -0.00053756234230201605 leaf_weight=5.0505519599391837 1.4450032077638755 77.66295308185272 1.8946875187975809 leaf_count=157 104 1919 91 internal_value=0 2.2457e-05 -0.00036346 internal_weight=0 82.7135 3.33969 internal_count=2271 2076 195 is_linear=0 shrinkage=0.000439788 Tree=7522 num_leaves=4 num_cat=0 split_feature=158 457 15 split_gain=2.41468 1.86976 0.642236 threshold=0.09031500000000002 -0.072694999999999996 -0.064739999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023579446573879863 -0.00014048315156655881 4.1130252069549493e-05 -0.00053622763331316364 leaf_weight=5.0047394887424153 1.4399823521616784 76.917316679693613 1.7968403799395662 leaf_count=157 109 1919 86 internal_value=0 2.41615e-05 -0.000362027 internal_weight=0 81.9221 3.23682 internal_count=2271 2076 195 is_linear=0 shrinkage=0.000439788 Tree=7523 num_leaves=4 num_cat=0 split_feature=158 457 15 split_gain=2.41588 1.87085 0.621668 threshold=0.09031500000000002 -0.072694999999999996 -0.062284999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012145823452829031 -0.0074876539927213265 0.0020246845314193843 -0.027406743824362104 leaf_weight=4.9741383337423022 1.4371987429803996 76.441679113230748 1.7797898440894631 leaf_count=157 111 1919 84 internal_value=0 0.00115629 -0.0186045 internal_weight=0 81.4158 3.21699 internal_count=2271 2076 195 is_linear=0 shrinkage=0.0224292 Tree=7524 num_leaves=3 num_cat=0 split_feature=484 457 split_gain=2.43216 2.16617 threshold=-0.082244999999999985 -0.068264999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040748379918055402 -0.00022831016579617485 6.4633280142275415e-05 leaf_weight=2.3162477914265756 5.1711228363419641 82.380834767512169 leaf_count=223 110 1944 internal_value=0 4.7285e-05 internal_weight=0 87.552 internal_count=2277 2054 is_linear=0 shrinkage=0.000439788 Tree=7525 num_leaves=3 num_cat=0 split_feature=484 457 split_gain=2.37648 2.24547 threshold=-0.082244999999999985 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040316955097107783 -0.00018830667824528953 6.8203404736804615e-05 leaf_weight=2.3080352720717192 7.1730762946754103 80.330303167283091 leaf_count=223 127 1927 internal_value=0 4.71395e-05 internal_weight=0 87.5034 internal_count=2277 2054 is_linear=0 shrinkage=0.000439788 Tree=7526 num_leaves=3 num_cat=0 split_feature=484 457 split_gain=2.4347 2.16144 threshold=-0.082244999999999985 -0.068264999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041797286542887143 -0.00024781667998879502 4.3984826554132082e-05 leaf_weight=2.430312359960225 5.202178892272058 82.307054911899286 leaf_count=223 110 1944 internal_value=0 2.65878e-05 internal_weight=0 87.5092 internal_count=2277 2054 is_linear=0 shrinkage=0.000439788 Tree=7527 num_leaves=3 num_cat=0 split_feature=484 457 split_gain=2.38074 2.21405 threshold=-0.082244999999999985 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020782336547698354 -0.009636704904779303 0.0033998540907744213 leaf_weight=2.282926829700954 7.1226302827490136 79.672266040052818 leaf_count=223 127 1927 internal_value=0 0.00232815 internal_weight=0 86.7949 internal_count=2277 2054 is_linear=0 shrinkage=0.0224292 Tree=7528 num_leaves=4 num_cat=0 split_feature=457 1374 13 split_gain=3.0596 2.33033 2.21565 threshold=-0.068264999999999978 -0.094929999999999987 -0.083264999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1877559703394065e-05 -0.00031491287082055627 5.5300731138667082e-05 -0.00059181459894432401 leaf_weight=1.8882032869587417 3.4128080068621776 78.818827087816317 2.6193488804856306 leaf_count=104 47 2053 55 internal_value=0 3.98665e-05 -0.000331519 internal_weight=0 82.2316 4.50755 internal_count=2259 2100 159 is_linear=0 shrinkage=0.000439788 Tree=7529 num_leaves=4 num_cat=0 split_feature=457 1374 13 split_gain=2.99284 2.28887 2.19703 threshold=-0.068264999999999978 -0.094929999999999987 -0.083264999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4125724732296388e-05 -0.00030834928686995371 5.7609345689835451e-05 -0.00058453970297567791 leaf_weight=1.9160504866267727 3.4293667357997029 79.903681297431831 2.6142095746472469 leaf_count=104 47 2053 55 internal_value=0 4.2482e-05 -0.000323833 internal_weight=0 83.333 4.53026 internal_count=2259 2100 159 is_linear=0 shrinkage=0.000439788 Tree=7530 num_leaves=4 num_cat=0 split_feature=457 1374 13 split_gain=3.0599 2.33862 2.23711 threshold=-0.068264999999999978 -0.094929999999999987 -0.083764999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020407317109238749 -0.016075735502474976 0.0028612813607712647 -0.030135131885996116 leaf_weight=1.8388348577173017 3.4050795090151942 78.405203675184566 2.6317784833954638 leaf_count=98 47 2053 61 internal_value=0 0.00206952 -0.0169483 internal_weight=0 81.8103 4.47061 internal_count=2259 2100 159 is_linear=0 shrinkage=0.0224292 Tree=7531 num_leaves=4 num_cat=0 split_feature=457 1374 13 split_gain=2.94476 2.23349 2.14496 threshold=-0.068264999999999978 -0.094929999999999987 -0.083264999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015892054602076702 -0.015698409443769903 0.0027976535301408169 -0.029932207637256451 leaf_weight=1.86903910735964 3.4091273717349386 78.390438633821759 2.5670885479339622 leaf_count=104 47 2053 55 internal_value=0 0.00202332 -0.0167016 internal_weight=0 81.7996 4.43613 internal_count=2259 2100 159 is_linear=0 shrinkage=0.0224292 Tree=7532 num_leaves=4 num_cat=0 split_feature=403 16 13 split_gain=2.19779 2.22462 1.06712 threshold=0.093800000000000008 0.41593000000000008 -0.087334999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6615459601501398e-05 -2.5828020485336305e-05 0.00028866844884825957 -0.00051662335627701312 leaf_weight=78.155574247935874 1.4504829821526075 6.2618626497787764 2.081911578821745 leaf_count=1956 66 156 112 internal_value=0 3.68563e-05 -0.000316314 internal_weight=0 84.4174 3.53239 internal_count=2290 2112 178 is_linear=0 shrinkage=0.000439788 Tree=7533 num_leaves=4 num_cat=0 split_feature=403 16 13 split_gain=2.12946 2.22046 1.10494 threshold=0.093800000000000008 0.41593000000000008 -0.087334999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086061679000998357 -0.00083381774232904994 0.014788174166427215 -0.026421710380017106 leaf_weight=77.312022508021983 1.4407441459843542 6.2033126544374673 2.052390878499863 leaf_count=1956 66 156 112 internal_value=0 0.00189826 -0.0159299 internal_weight=0 83.5153 3.49314 internal_count=2290 2112 178 is_linear=0 shrinkage=0.0224292 Tree=7534 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=2.06978 2.09411 threshold=-0.098834999999999992 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016747612171318271 -0.00067648220951067666 0.01234905034516157 leaf_weight=4.0617932056775308 76.143958150862545 6.7412863850440763 leaf_count=48 2074 168 internal_value=0 0.00038552 internal_weight=0 82.8852 internal_count=2290 2242 is_linear=0 shrinkage=0.0224292 Tree=7535 num_leaves=4 num_cat=0 split_feature=403 16 13 split_gain=2.04765 2.09929 1.089 threshold=0.093800000000000008 0.41593000000000008 -0.087334999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00082298299563244518 -0.00080612724896467333 0.014391617955644389 -0.026307349036281093 leaf_weight=77.256725654591719 1.439902462938335 6.1775024332364401 2.0153682571035452 leaf_count=1956 66 156 112 internal_value=0 0.00183067 -0.0157431 internal_weight=0 83.4342 3.45527 internal_count=2290 2112 178 is_linear=0 shrinkage=0.0224292 Tree=7536 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=3.14328 2.64531 threshold=-0.40274499999999996 0.057600000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052747283723412715 3.7944022172350335e-05 -0.00039941202129349451 leaf_weight=2.0313432102047946 81.629410288304825 2.7463844149151546 leaf_count=87 2119 74 internal_value=0 2.36212e-05 internal_weight=0 84.3758 internal_count=2280 2193 is_linear=0 shrinkage=0.000439788 Tree=7537 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=3.09119 2.66717 threshold=-0.40274499999999996 0.057600000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027004132017046635 0.0017890427436818 -0.020699029259819167 leaf_weight=2.0047504430767722 80.674425486598921 2.7243844492386406 leaf_count=87 2119 74 internal_value=0 0.00104986 internal_weight=0 83.3988 internal_count=2280 2193 is_linear=0 shrinkage=0.0224292 Tree=7538 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=3.06616 2.1454 threshold=0.19762500000000002 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01628467063808476 -0.016602388941710729 0.00053555143595134978 leaf_weight=4.5976784477970787 5.0159042893737924 75.717572157566337 leaf_count=57 107 2116 internal_value=0 0.00144077 internal_weight=0 80.3153 internal_count=2280 2173 is_linear=0 shrinkage=0.0224292 Tree=7539 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=3.0177 3.02114 threshold=0.062655000000000016 0.19762500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2023283423314969e-05 -0.00045497765299618617 -0.00031282260881653471 leaf_weight=79.583485451486922 2.6342605870140678 4.9089183096530169 leaf_count=2103 74 103 internal_value=0 2.13411e-05 internal_weight=0 84.4924 internal_count=2280 2206 is_linear=0 shrinkage=0.000439788 Tree=7540 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=2.10502 2.60925 1.20374 threshold=1.0000000180025095e-35 -0.085929999999999992 0.092120000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018963405409162982 -4.5466861720435765e-05 -4.5298978172801092e-05 0.00036157535794097205 leaf_weight=10.532369019113501 1.9863866486521136 68.511273177194198 4.7515050574729685 leaf_count=318 83 1735 125 internal_value=0 -1.39565e-05 0.000241786 internal_weight=0 79.0436 6.73789 internal_count=2261 2053 208 is_linear=0 shrinkage=0.000439788 Tree=7541 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=1.95006 2.64548 1.19768 threshold=1.0000000180025095e-35 -0.085929999999999992 0.092635000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0098551867892288439 -0.0024768512581719395 -0.0022446762325209922 0.018296944223985707 leaf_weight=10.472102733333484 1.9924594312542456 68.05209028882291 4.6136876553646289 leaf_count=318 85 1735 123 internal_value=0 -0.000629017 0.0120423 internal_weight=0 78.5242 6.60615 internal_count=2261 2053 208 is_linear=0 shrinkage=0.0224292 Tree=7542 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=2.0454 2.34882 1.20489 threshold=1.0000000180025095e-35 -0.085929999999999992 0.092120000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017656589370100052 -4.6652772543399139e-05 -4.3232344100903969e-05 0.00035886782394401221 leaf_weight=10.844092406913658 2.0136634870723347 69.967416501706793 4.732475541473832 leaf_count=318 83 1735 125 internal_value=0 -1.37029e-05 0.000238033 internal_weight=0 80.8115 6.74614 internal_count=2261 2053 208 is_linear=0 shrinkage=0.000439788 Tree=7543 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=1.88315 2.52406 1.19663 threshold=1.0000000180025095e-35 -0.085929999999999992 0.092120000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0096252812074437248 -0.0027902123899622841 -0.0021934327565192161 0.018122866191179816 leaf_weight=10.471658468713938 1.9555565347764048 68.089589519304354 4.5920067753177136 leaf_count=318 83 1735 125 internal_value=0 -0.000616126 0.0118868 internal_weight=0 78.5612 6.54756 internal_count=2261 2053 208 is_linear=0 shrinkage=0.0224292 Tree=7544 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.75306 6.14852 4.64806 threshold=-0.084169999999999981 -0.083999999999999977 -0.10653 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.540921050353189e-06 0.00084501253444204836 3.2252417099788954e-05 -0.00030824524000658076 leaf_weight=32.036140997194707 1.8688329540891562 38.812859417795153 13.099838017644286 leaf_count=415 16 1231 625 internal_value=0 6.99678e-05 -8.77509e-05 internal_weight=0 40.6817 45.136 internal_count=2287 1247 1040 is_linear=0 shrinkage=0.000439788 Tree=7545 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.90501 6.21358 4.51536 threshold=-0.084169999999999981 -0.083999999999999977 -0.10653 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.440652050298173e-05 0.043385957566372486 0.0016936499599206148 -0.01579757966117953 leaf_weight=31.694921517438161 1.8675349213881407 38.450531756710006 12.967148424204877 leaf_count=415 16 1231 625 internal_value=0 0.00364446 -0.00465846 internal_weight=0 40.3181 44.6621 internal_count=2287 1247 1040 is_linear=0 shrinkage=0.0224292 Tree=7546 num_leaves=4 num_cat=0 split_feature=4 157 403 split_gain=2.88887 2.99961 2.28874 threshold=-0.076519999999999991 -0.075754999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022811516392410265 0.00016238103250549226 -0.00011063213109546943 0.00015544650819152342 leaf_weight=3.4366662620059314 9.206533599825887 49.82942881098279 23.340075208741837 leaf_count=351 243 1268 425 internal_value=0 -6.80176e-05 0.000106091 internal_weight=0 59.036 26.7767 internal_count=2287 1511 776 is_linear=0 shrinkage=0.000439788 Tree=7547 num_leaves=4 num_cat=0 split_feature=4 157 403 split_gain=2.98676 3.01472 2.2564 threshold=-0.076519999999999991 -0.075754999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011548847639086243 0.0083060436274344229 -0.0057293648247297938 0.008030806845706652 leaf_weight=3.377422125144224 9.1059607213192049 49.288366792106899 23.164620582254429 leaf_count=351 243 1268 425 internal_value=0 -0.0035387 0.00553282 internal_weight=0 58.3943 26.542 internal_count=2287 1511 776 is_linear=0 shrinkage=0.0224292 Tree=7548 num_leaves=4 num_cat=0 split_feature=1213 13 133 split_gain=2.34325 2.25728 0.0958814 threshold=-1.0000000180025095e-35 -0.0016149999999999999 -0.025004999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015786813266248621 0.0036520230846234709 -0.0041121019157472054 -0.024416788350677718 leaf_weight=1.4383889067721614 38.378091504127042 36.961184345881065 1.5405941171075017 leaf_count=149 1306 589 201 internal_value=0 -0.000157106 -0.0203769 internal_weight=0 75.3393 2.97898 internal_count=2245 1895 350 is_linear=0 shrinkage=0.0224292 Tree=7549 num_leaves=4 num_cat=0 split_feature=1213 52 1213 split_gain=2.27839 2.21039 0.0946001 threshold=-1.0000000180025095e-35 0.069620000000000015 -0.08786999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015724226316469553 -0.0025197443333962095 0.0060810031821034527 -0.024358799539188868 leaf_weight=1.4425599330206753 54.620486612313471 20.718369161723786 1.4902741243395201 leaf_count=154 1313 582 196 internal_value=0 -0.000153576 -0.0202409 internal_weight=0 75.3389 2.93283 internal_count=2245 1895 350 is_linear=0 shrinkage=0.0224292 Tree=7550 num_leaves=4 num_cat=0 split_feature=1213 13 1213 split_gain=2.26119 2.11093 0.0985398 threshold=-1.0000000180025095e-35 -0.0016149999999999999 -0.08786999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030487122585653618 6.9685952720589792e-05 -7.6963056423196236e-05 -0.00047707096945832152 leaf_weight=1.448674057981407 38.77397451503748 37.160893592477805 1.4827290459534186 leaf_count=154 1306 589 196 internal_value=0 -2.08222e-06 -0.000394495 internal_weight=0 75.9349 2.9314 internal_count=2245 1895 350 is_linear=0 shrinkage=0.000439788 Tree=7551 num_leaves=4 num_cat=0 split_feature=1213 52 16 split_gain=2.30756 2.08015 0.100631 threshold=-1.0000000180025095e-35 0.069620000000000015 -0.080749999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030408526969428177 -4.6837638350624509e-05 0.00011601549870266591 -0.00047646104196555941 leaf_weight=1.4482215440148141 55.307041250224756 20.882068428890307 1.5352524459422046 leaf_count=184 1313 582 166 internal_value=0 -2.18463e-06 -0.000395253 internal_weight=0 76.1891 2.98347 internal_count=2245 1895 350 is_linear=0 shrinkage=0.000439788 Tree=7552 num_leaves=4 num_cat=0 split_feature=52 1374 0 split_gain=4.81472 2.53117 1.48841 threshold=-0.24600999999999998 -0.094929999999999987 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.2450558432894025e-05 -0.00040443042685961894 2.6147978176916859e-05 -0.00053863299419285927 leaf_weight=1.5282757955719715 2.7208428703597738 72.831132728145349 4.2505706248975903 leaf_count=20 42 1962 239 internal_value=0 1.05434e-05 -0.000405315 internal_weight=0 75.552 5.77885 internal_count=2263 2004 259 is_linear=0 shrinkage=0.000439788 Tree=7553 num_leaves=4 num_cat=0 split_feature=52 1374 0 split_gain=4.82607 2.57226 1.46491 threshold=-0.24600999999999998 -0.094929999999999987 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.2993936888409573e-05 -0.0004082952457570365 2.6543376681367731e-05 -0.00053713577573985375 leaf_weight=1.5106701642507685 2.7110061790444879 72.589983780359944 4.2631892434201282 leaf_count=20 42 1962 239 internal_value=0 1.07887e-05 -0.000405776 internal_weight=0 75.301 5.77386 internal_count=2263 2004 259 is_linear=0 shrinkage=0.000439788 Tree=7554 num_leaves=4 num_cat=0 split_feature=52 1374 0 split_gain=4.94679 2.74062 1.44685 threshold=-0.24600999999999998 -0.094929999999999987 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7456325469574538e-05 -0.00041888785056235812 2.9023729758698308e-05 -0.00053846264532957675 leaf_weight=1.5091635608405338 2.7226831910666069 72.683588499890902 4.2808309656502379 leaf_count=20 42 1962 239 internal_value=0 1.27491e-05 -0.000408428 internal_weight=0 75.4063 5.78999 internal_count=2263 2004 259 is_linear=0 shrinkage=0.000439788 Tree=7555 num_leaves=4 num_cat=0 split_feature=52 1374 0 split_gain=4.79748 2.67879 1.4575 threshold=-0.24600999999999998 -0.094929999999999987 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017666396943186828 -0.02134083086890708 0.0013461356666385521 -0.027508624451838905 leaf_weight=1.5020204622123854 2.6981363766244604 71.878181654213222 4.2123617927591104 leaf_count=20 42 1962 239 internal_value=0 0.00052008 -0.0207708 internal_weight=0 74.5763 5.71438 internal_count=2263 2004 259 is_linear=0 shrinkage=0.0224292 Tree=7556 num_leaves=3 num_cat=0 split_feature=49 133 split_gain=2.76221 2.76049 threshold=-0.14917999999999998 0.09148000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028614645365642453 2.2775988775706577e-05 -0.00026651057988058818 leaf_weight=6.9218941035214803 70.278522930953841 6.9976870786194914 leaf_count=66 1756 422 internal_value=0 -3.47948e-06 internal_weight=0 77.2762 internal_count=2244 2178 is_linear=0 shrinkage=0.000439788 Tree=7557 num_leaves=4 num_cat=0 split_feature=1 48 51 split_gain=3.13095 3.12781 1.32847 threshold=0.12796000000000002 0.11376500000000002 0.096025000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080459535138135074 0.022245335262468659 -0.019752836828566073 0.0025878743010327209 leaf_weight=71.722234902445962 4.6706529570728881 3.9080473220719787 2.7487751976041181 leaf_count=2004 141 56 43 internal_value=0 -0.000262386 0.0149879 internal_weight=0 75.6303 7.41943 internal_count=2244 2060 184 is_linear=0 shrinkage=0.0224292 Tree=7558 num_leaves=4 num_cat=0 split_feature=1 48 51 split_gain=3.01554 2.99547 1.29428 threshold=0.12796000000000002 0.11376500000000002 0.096025000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078655921108919792 0.021980165595936307 -0.019349705912272457 0.0025330231494120363 leaf_weight=71.72174115735379 4.621763324699713 3.9004720072634873 2.7457586960008484 leaf_count=2004 141 56 43 internal_value=0 -0.000256658 0.0147578 internal_weight=0 75.6222 7.36752 internal_count=2244 2060 184 is_linear=0 shrinkage=0.0224292 Tree=7559 num_leaves=4 num_cat=0 split_feature=1 48 51 split_gain=2.90403 2.86837 1.26063 threshold=0.12796000000000002 0.11376500000000002 0.096025000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076892721922366687 0.021715239462466708 -0.018952354299378298 0.0024792729512764134 leaf_weight=71.721272241701627 4.5739978432829949 3.8934117053704531 2.7428132395798457 leaf_count=2004 141 56 43 internal_value=0 -0.000251052 0.0145296 internal_weight=0 75.6147 7.31681 internal_count=2244 2060 184 is_linear=0 shrinkage=0.0224292 Tree=7560 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.78004 1.85729 threshold=0.083100000000000021 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021229159871411552 -0.016622667583910764 -0.015534148260775905 leaf_weight=76.739243581168921 2.825340426661568 3.0996929514340072 leaf_count=1855 206 176 internal_value=0 0.00143384 internal_weight=0 79.8389 internal_count=2237 2031 is_linear=0 shrinkage=0.0224292 Tree=7561 num_leaves=4 num_cat=0 split_feature=3 11 4 split_gain=1.80953 3.62213 2.29901 threshold=-0.10628499999999998 0.081790000000000015 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025874907078577135 -0.00028554756149158986 -0.00015846170398192686 5.2767202020319179e-06 leaf_weight=13.355871335905251 5.7565978049242394 5.7420936348207752 58.575077210346535 leaf_count=175 94 119 1849 internal_value=0 0.000133275 -2.08241e-05 internal_weight=0 19.098 64.3317 internal_count=2237 294 1943 is_linear=0 shrinkage=0.000439788 Tree=7562 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.7763 1.79025 threshold=0.083100000000000021 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2006944450258164e-05 -0.00032240273045071961 -0.00029805121993045793 leaf_weight=77.405271276237727 2.8651109976563012 3.0958152116818374 leaf_count=1855 206 176 internal_value=0 2.88618e-05 internal_weight=0 80.5011 internal_count=2237 2031 is_linear=0 shrinkage=0.000439788 Tree=7563 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.71744 1.78241 threshold=0.083100000000000021 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020746315728250994 -0.016417555570899561 -0.015269213648377074 leaf_weight=76.750446714870122 2.7980168168578521 3.0823455083263971 leaf_count=1855 206 176 internal_value=0 0.00140149 internal_weight=0 79.8328 internal_count=2237 2031 is_linear=0 shrinkage=0.0224292 Tree=7564 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=3.03582 2.82035 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003560343328977297 0.00050201865269787623 -2.6023364527019035e-05 leaf_weight=5.2926415163237825 1.9893625046679506 75.457609027397666 leaf_count=117 34 2102 internal_value=0 -1.23393e-05 internal_weight=0 77.447 internal_count=2253 2136 is_linear=0 shrinkage=0.000439788 Tree=7565 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.97928 2.67548 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01820896854031602 0.025047197332877802 -0.0014478596330784489 leaf_weight=5.2460794026719659 1.94922467861761 74.039821441858294 leaf_count=117 34 2102 internal_value=0 -0.000762104 internal_weight=0 75.989 internal_count=2253 2136 is_linear=0 shrinkage=0.0224292 Tree=7566 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.8383 2.59821 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034881921645343189 0.00048413690112135394 -2.7847391017124718e-05 leaf_weight=5.2359989992855835 1.9486184595152725 74.564497120261876 leaf_count=117 34 2102 internal_value=0 -1.46908e-05 internal_weight=0 76.5131 internal_count=2253 2136 is_linear=0 shrinkage=0.000439788 Tree=7567 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.86315 2.57874 threshold=-0.24870499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017891989717224617 0.024714471960948843 -0.0014148272097570611 leaf_weight=5.2173749307130484 1.9310687069082622 74.051795842559841 leaf_count=117 34 2102 internal_value=0 -0.000744722 internal_weight=0 75.9829 internal_count=2253 2136 is_linear=0 shrinkage=0.0224292 Tree=7568 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=2.80297 4.82822 3.41046 threshold=0.09227500000000001 0.035255000000000009 -0.0035949999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001948524500349683 0.00015076407590080084 -0.00028635056710062644 4.8133958371905403e-05 leaf_weight=23.369314476253749 31.940433519815997 5.751712564189801 21.377716622312619 leaf_count=1127 595 127 405 internal_value=0 8.39504e-05 -7.87956e-05 internal_weight=0 37.6921 44.747 internal_count=2254 722 1532 is_linear=0 shrinkage=0.000439788 Tree=7569 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=3.10641 4.85199 3.40103 threshold=0.09227500000000001 0.035255000000000009 -0.0035949999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019929674385941928 0.00015439482121274388 -0.00028292611798207568 4.3258883066645352e-05 leaf_weight=23.421461341565191 32.050657770592807 5.7752907851390765 21.367003697148903 leaf_count=1127 595 127 405 internal_value=0 8.75153e-05 -8.36128e-05 internal_weight=0 37.8259 44.7885 internal_count=2254 722 1532 is_linear=0 shrinkage=0.000439788 Tree=7570 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=2.77906 5.01194 3.27759 threshold=-0.074089999999999989 0.083135000000000014 0.095525000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017989202367663985 -0.0056555876314781529 0.0086694260793912393 0.011402998825311865 leaf_weight=4.0828563662871629 44.603106713665511 26.280323787170346 6.4723857860235503 leaf_count=330 1356 441 127 internal_value=0 0.00507566 -0.00349044 internal_weight=0 30.3632 51.0755 internal_count=2254 771 1483 is_linear=0 shrinkage=0.0224292 Tree=7571 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=3.13865 4.73233 3.43065 threshold=0.09227500000000001 0.035255000000000009 -0.0035949999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020120399669811988 0.00015293886731396691 -0.00027935345202925824 4.2544916975227654e-05 leaf_weight=23.397485195755507 32.099567353710881 5.7611385405325555 21.34040804581764 leaf_count=1127 595 127 405 internal_value=0 8.70507e-05 -8.49648e-05 internal_weight=0 37.8607 44.7379 internal_count=2254 722 1532 is_linear=0 shrinkage=0.000439788 Tree=7572 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=2.03067 2.85301 threshold=0.12879500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.024996718633316595 -0.012960038758274596 0.00084228654445810971 leaf_weight=2.5189768369309595 5.1098063524113959 80.062310145963238 leaf_count=17 62 2173 internal_value=0 0.00158468 internal_weight=0 82.5813 internal_count=2252 2190 is_linear=0 shrinkage=0.0224292 Tree=7573 num_leaves=3 num_cat=0 split_feature=150 457 split_gain=1.54649 2.44584 threshold=-0.22665999999999997 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016653031373086713 -0.012718513068004051 0.0012888019595714267 leaf_weight=2.9415101322811088 6.8008809146922422 77.906842775002588 leaf_count=21 178 2053 internal_value=0 0.000161592 internal_weight=0 84.7077 internal_count=2252 2231 is_linear=0 shrinkage=0.0224292 Tree=7574 num_leaves=3 num_cat=0 split_feature=48 454 split_gain=1.94593 2.38912 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00078808505247561413 -0.012702704449700493 0.0210202862416973 leaf_weight=79.473572917593629 5.1097379743296178 3.0297968448139718 leaf_count=2166 62 24 internal_value=0 0.00153577 internal_weight=0 82.5034 internal_count=2252 2190 is_linear=0 shrinkage=0.0224292 Tree=7575 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.76333 2.38834 threshold=0.12879500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7793450302985988e-05 -0.00023046672144524184 -0.00033579164715591647 leaf_weight=80.656749297391798 5.2051346804364576 3.2476736826083643 leaf_count=1962 62 228 internal_value=0 3.28731e-05 internal_weight=0 83.9044 internal_count=2252 2190 is_linear=0 shrinkage=0.000439788 Tree=7576 num_leaves=4 num_cat=0 split_feature=42 40 151 split_gain=1.87372 4.39437 1.80739 threshold=-1.0000000180025095e-35 0.064905000000000018 0.043560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016860899237810301 0.00089370407884334965 0.01915339003753122 -0.010845458972810669 leaf_weight=9.1838237030042347 62.357875820704976 2.0750419257674357 7.3592580720433025 leaf_count=621 1548 16 103 internal_value=0 -0.0102022 -0.000348098 internal_weight=0 11.2589 69.7171 internal_count=2288 637 1651 is_linear=0 shrinkage=0.0224292 Tree=7577 num_leaves=4 num_cat=0 split_feature=42 40 52 split_gain=1.80903 4.17133 1.84259 threshold=-1.0000000180025095e-35 0.064905000000000018 -0.5138299999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032116095748610144 -0.00045736083263614246 0.00036746104980265416 4.2788969885341461e-06 leaf_weight=9.306688088822737 1.6946745468740108 2.0642496495274818 69.07815870421382 leaf_count=621 151 16 1500 internal_value=0 -0.000195744 -6.89554e-06 internal_weight=0 11.3709 70.7728 internal_count=2288 637 1651 is_linear=0 shrinkage=0.000439788 Tree=7578 num_leaves=4 num_cat=0 split_feature=42 40 16 split_gain=1.89986 4.1722 1.65785 threshold=-1.0000000180025095e-35 0.064905000000000018 -0.26194999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032374371670493285 -0.00013928764875651364 0.00036565423900522417 2.9226595635647925e-05 leaf_weight=9.2989810861299684 14.111308850981002 2.0594918521819627 56.189025021081761 leaf_count=621 265 16 1386 internal_value=0 -0.00019834 -4.62771e-06 internal_weight=0 11.3585 70.3003 internal_count=2288 637 1651 is_linear=0 shrinkage=0.000439788 Tree=7579 num_leaves=4 num_cat=0 split_feature=42 40 151 split_gain=1.74527 4.28258 1.63704 threshold=-1.0000000180025095e-35 0.064905000000000018 0.043560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031771460107827063 1.7669377314957981e-05 0.00037396703995511984 -0.00019895765455960727 leaf_weight=9.3548983477194252 63.465121578817161 2.1066147674573577 7.5304458182072258 leaf_count=621 1548 16 103 internal_value=0 -0.000190174 -5.35539e-06 internal_weight=0 11.4615 70.9956 internal_count=2288 637 1651 is_linear=0 shrinkage=0.000439788 Tree=7580 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.95901 2.63128 threshold=-0.42890999999999996 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046070622763241516 9.7808062368600623e-05 -6.930207691406463e-05 leaf_weight=1.8770198336442252 28.6773920123278 49.919950310879358 leaf_count=193 494 1548 internal_value=0 -8.32054e-06 internal_weight=0 78.5973 internal_count=2235 2042 is_linear=0 shrinkage=0.000439788 Tree=7581 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.91976 2.61634 threshold=-0.42890999999999996 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023490334956756443 0.0049220872084143191 -0.0036072010763263701 leaf_weight=1.8510533370208566 28.470389721486754 49.557191664525362 leaf_count=193 494 1548 internal_value=0 -0.000494626 internal_weight=0 78.0276 internal_count=2235 2042 is_linear=0 shrinkage=0.0224292 Tree=7582 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.8777 2.50184 threshold=-0.42890999999999996 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023459489011250965 0.004817167444687168 -0.0035263578390939674 leaf_weight=1.8123757533030573 28.438787859268814 49.556743014701624 leaf_count=193 494 1548 internal_value=0 -0.000483701 internal_weight=0 77.9955 internal_count=2235 2042 is_linear=0 shrinkage=0.0224292 Tree=7583 num_leaves=3 num_cat=0 split_feature=1456 1429 split_gain=1.92734 2.52915 threshold=1.0000000180025095e-35 0.084545000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8843104468384296e-05 -0.00037586503475457001 0.00027218788447087936 leaf_weight=72.326803291734905 2.8104184404492107 5.8142537652529418 leaf_count=1907 203 125 internal_value=0 -6.38323e-06 internal_weight=0 78.1411 internal_count=2235 2032 is_linear=0 shrinkage=0.000439788 Tree=7584 num_leaves=4 num_cat=0 split_feature=2 0 1375 split_gain=3.83524 3.04451 2.90149 threshold=0.08826500000000001 -0.10653 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9215176463518842e-05 0.00034434076170493247 -0.00026295693935446038 -5.9792692026681984e-06 leaf_weight=8.5504223762764031 5.0480812978930762 20.538272357573987 46.859789307620304 leaf_count=113 43 991 1138 internal_value=0 -0.000171224 2.82037e-05 internal_weight=0 29.0887 51.9079 internal_count=2285 1104 1181 is_linear=0 shrinkage=0.000439788 Tree=7585 num_leaves=4 num_cat=0 split_feature=2 0 1375 split_gain=4.14422 3.22687 2.84069 threshold=0.08826500000000001 -0.10653 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9800379189016858e-05 0.00035859850203142897 -0.00024996402450775128 1.7362222092681394e-05 leaf_weight=8.6679698272273544 5.2191254805948111 20.559050976151411 47.578950307572086 leaf_count=113 43 991 1138 internal_value=0 -0.000155147 5.12111e-05 internal_weight=0 29.227 52.7981 internal_count=2285 1104 1181 is_linear=0 shrinkage=0.000439788 Tree=7586 num_leaves=4 num_cat=0 split_feature=2 0 1375 split_gain=3.94906 3.1062 2.81059 threshold=0.08826500000000001 -0.10653 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7634525527011973e-05 0.00035668120489828608 -0.00024846929603089427 1.4703489327928811e-05 leaf_weight=8.5491427851666248 5.1405909831810268 20.189743531093882 46.914955477972399 leaf_count=113 43 991 1138 internal_value=0 -0.000154453 4.85929e-05 internal_weight=0 28.7389 52.0555 internal_count=2285 1104 1181 is_linear=0 shrinkage=0.000439788 Tree=7587 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=3.32422 2.96496 threshold=-0.38049499999999997 -0.10653 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014383536235329201 0.0030778523528684053 -0.0061422433315852631 leaf_weight=6.2923119192491859 28.605784269322612 45.324277913071001 leaf_count=112 342 1831 internal_value=0 -0.00257483 internal_weight=0 73.9301 internal_count=2285 2173 is_linear=0 shrinkage=0.0224292 Tree=7588 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=1.8505 1.77286 threshold=0.17126500000000003 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01710490742221505 0.017656678640603395 -0.00029776376268717344 leaf_weight=3.043804516317322 3.2243558927439144 76.429957759183253 leaf_count=20 27 2218 internal_value=0 0.000372697 internal_weight=0 79.4738 internal_count=2265 2238 is_linear=0 shrinkage=0.0224292 Tree=7589 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=1.78392 1.70645 threshold=0.17126500000000003 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016837843803990272 0.017397596788874085 -0.00029108516395099867 leaf_weight=3.0232662630733094 3.1995428570662616 76.430415573548089 leaf_count=20 27 2218 internal_value=0 0.00036457 internal_weight=0 79.4537 internal_count=2265 2238 is_linear=0 shrinkage=0.0224292 Tree=7590 num_leaves=4 num_cat=0 split_feature=401 484 2 split_gain=1.77229 1.64468 0.469357 threshold=0.083100000000000021 -0.0048499999999999993 0.085355000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010678245062246091 -0.0240895103762424 0.0024916215332303577 -0.0063673014839870853 leaf_weight=5.0778361442553424 1.5931329144223121 74.495344969670441 1.4431660431109774 leaf_count=355 106 1695 109 internal_value=0 0.00164885 -0.0157585 internal_weight=0 79.5732 3.0363 internal_count=2265 2050 215 is_linear=0 shrinkage=0.0224292 Tree=7591 num_leaves=4 num_cat=0 split_feature=403 0 16 split_gain=1.73301 2.34095 1.05143 threshold=0.093800000000000008 0.17126500000000003 -0.076394999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089132316555170057 -0.026185186994417853 0.0213511007202427 -0.00063616726046804523 leaf_weight=76.369997624044117 1.8264113414879832 2.9019288511481127 1.4463672493366164 leaf_count=2073 109 25 58 internal_value=0 0.00164526 -0.0149633 internal_weight=0 79.2719 3.27278 internal_count=2265 2098 167 is_linear=0 shrinkage=0.0224292 Tree=7592 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.44368 2.14527 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052520888206589135 1.739059906108952e-05 0.00033368954726899734 leaf_weight=1.5214775089161765 80.478618962800283 4.3538094925897886 leaf_count=127 2099 53 internal_value=0 3.36953e-05 internal_weight=0 84.8324 internal_count=2279 2152 is_linear=0 shrinkage=0.000439788 Tree=7593 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.46064 2.19887 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052273430787949833 1.9609452048860456e-05 0.00033827826949606394 leaf_weight=1.5326956436310855 81.079083543000706 4.3972509242594233 leaf_count=127 2099 53 internal_value=0 3.6075e-05 internal_weight=0 85.4763 internal_count=2279 2152 is_linear=0 shrinkage=0.000439788 Tree=7594 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=2.4376 2.14483 threshold=-0.25159999999999993 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026941142385014005 -0.022634735986687499 0.0022199494141677501 leaf_weight=1.5036476932937137 1.7655080022309437 82.309635974437697 leaf_count=127 163 1989 internal_value=0 0.001693 internal_weight=0 84.0751 internal_count=2279 2152 is_linear=0 shrinkage=0.0224292 Tree=7595 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.35764 2.13933 threshold=-0.25159999999999993 0.12486500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026676918331017763 0.00082100529996098788 0.016999223268570965 leaf_weight=1.4848835366346964 79.710294740007612 4.3166534430056336 leaf_count=127 2099 53 internal_value=0 0.00165579 internal_weight=0 84.0269 internal_count=2279 2152 is_linear=0 shrinkage=0.0224292 Tree=7596 num_leaves=4 num_cat=0 split_feature=47 13 4 split_gain=2.1781 3.19962 2.95946 threshold=0.10621500000000002 -0.076249999999999984 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047634700787164606 0.0054750478759958152 -0.02340287785254901 0.014817541133334102 leaf_weight=63.928143944534895 3.3040526524418965 4.6023683874373083 7.0497091109500607 leaf_count=1872 62 94 198 internal_value=0 -0.0113508 0.00104626 internal_weight=0 7.90642 70.9779 internal_count=2226 156 2070 is_linear=0 shrinkage=0.0224292 Tree=7597 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=2.26409 4.04933 1.49342 threshold=-0.020899999999999998 -0.10071499999999999 -0.049364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5473277195497542e-05 0.00031680374691089885 -0.00016585407904491431 3.3732996363379472e-05 leaf_weight=37.277368809953259 6.1259474164544363 27.967424738611044 8.7328635825397196 leaf_count=450 103 1515 158 internal_value=0 -3.94203e-05 0.000150693 internal_weight=0 65.2448 14.8588 internal_count=2226 1965 261 is_linear=0 shrinkage=0.000439788 Tree=7598 num_leaves=4 num_cat=0 split_feature=47 13 4 split_gain=2.09864 3.10108 2.86063 threshold=0.10621500000000002 -0.076249999999999984 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046607749130971905 0.0053680168920465466 -0.023143927650300551 0.014634703442453776 leaf_weight=63.945916347394814 3.2969579262426123 4.5527177199546705 6.9826979122226467 leaf_count=1872 62 94 198 internal_value=0 -0.0111846 0.00102408 internal_weight=0 7.84968 70.9286 internal_count=2226 156 2070 is_linear=0 shrinkage=0.0224292 Tree=7599 num_leaves=4 num_cat=0 split_feature=2 9 12 split_gain=2.10043 3.78107 2.44161 threshold=0.08826500000000001 -0.036024999999999995 -0.094939999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051319462220149824 -0.00035790155184782144 -0.00013350139748100927 7.5952917765357168e-05 leaf_weight=1.8440311920276169 2.6315431405309928 28.547009700920171 46.985308226809138 leaf_count=54 72 1044 1056 internal_value=0 -9.39644e-05 5.28136e-05 internal_weight=0 30.391 49.6169 internal_count=2226 1098 1128 is_linear=0 shrinkage=0.000439788 Tree=7600 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=2.68489 2.11157 threshold=0.10932500000000002 -0.25159999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02585410616726563 -0.022102298804251335 0.0013853454135711752 leaf_weight=1.4380974418518224 2.6124629217665634 81.743267114724858 leaf_count=131 47 2108 internal_value=0 0.000908586 internal_weight=0 83.1814 internal_count=2286 2239 is_linear=0 shrinkage=0.0224292 Tree=7601 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=2.5737 1.84481 threshold=0.10932500000000002 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02323251823228412 -0.021672086860203749 0.0013505930445885314 leaf_weight=1.5460771483212727 2.605028622201643 81.609268071598763 leaf_count=161 47 2078 internal_value=0 0.0008883 internal_weight=0 83.1553 internal_count=2286 2239 is_linear=0 shrinkage=0.0224292 Tree=7602 num_leaves=3 num_cat=0 split_feature=151 147 split_gain=2.46681 1.66243 threshold=0.10932500000000002 0.089365000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.9784468557331178e-05 -0.021247341344660584 0.013954145157365809 leaf_weight=78.519425424598921 2.5979705755598834 4.5940241574498932 leaf_count=2156 47 83 internal_value=0 0.000868601 internal_weight=0 83.1134 internal_count=2286 2239 is_linear=0 shrinkage=0.0224292 Tree=7603 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=1.98165 2.44203 threshold=-0.25159999999999993 -0.17006999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049926810124900341 0.00048650120180589607 2.461042524222582e-06 leaf_weight=1.4600015380819957 2.0468177399525294 83.335033633948115 leaf_count=132 39 2115 internal_value=0 1.41709e-05 internal_weight=0 85.3819 internal_count=2286 2154 is_linear=0 shrinkage=0.000439788 Tree=7604 num_leaves=3 num_cat=0 split_feature=403 48 split_gain=1.56054 1.52852 threshold=-0.092224999999999988 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032214601024675813 6.0473336409645572e-05 -0.00020582241500957776 leaf_weight=2.2496253065037299 84.002184422491155 4.368207278144836 leaf_count=267 1988 60 internal_value=0 4.72685e-05 internal_weight=0 88.3704 internal_count=2315 2048 is_linear=0 shrinkage=0.000439788 Tree=7605 num_leaves=3 num_cat=0 split_feature=1374 148 split_gain=1.59139 1.68827 threshold=0.087855000000000016 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029310438466906394 -0.00028634340730033294 5.8611882438522866e-05 leaf_weight=2.705466271552722 2.82899046113016 85.03319266577364 leaf_count=64 59 2192 internal_value=0 4.77051e-05 internal_weight=0 87.7387 internal_count=2315 2256 is_linear=0 shrinkage=0.000439788 Tree=7606 num_leaves=3 num_cat=0 split_feature=49 47 split_gain=1.64441 1.65546 threshold=0.27293500000000009 0.11069000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014829546117355527 -0.014571427492142231 0.012112373511212792 leaf_weight=78.304170060804154 2.9218116967913366 8.1189468892043788 leaf_count=2171 43 101 internal_value=0 0.00248398 internal_weight=0 86.4231 internal_count=2315 2272 is_linear=0 shrinkage=0.0224292 Tree=7607 num_leaves=3 num_cat=0 split_feature=49 4 split_gain=1.57405 1.68867 threshold=0.27293500000000009 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5971012597798062e-05 -0.00027954998338711922 0.00022035271055737891 leaf_weight=77.654316893053874 2.9211167853845827 9.7089694705937273 leaf_count=2021 43 251 internal_value=0 4.76167e-05 internal_weight=0 87.3633 internal_count=2315 2272 is_linear=0 shrinkage=0.000439788 Tree=7608 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=2.21271 2.28085 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036202028488376199 -0.00035746881112345914 6.185751211421799e-05 leaf_weight=2.511701118970449 2.6491440415556999 82.570428193446787 leaf_count=204 51 2014 internal_value=0 4.92658e-05 internal_weight=0 85.0821 internal_count=2269 2218 is_linear=0 shrinkage=0.000439788 Tree=7609 num_leaves=3 num_cat=0 split_feature=453 457 split_gain=2.23622 1.9201 threshold=1.0000000180025095e-35 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018954305486250295 -0.018481984816457356 0.0018158635639096473 leaf_weight=3.4094916088506571 2.6127266377879996 80.769641009605039 leaf_count=39 51 2179 internal_value=0 0.00251416 internal_weight=0 84.1791 internal_count=2269 2218 is_linear=0 shrinkage=0.0224292 Tree=7610 num_leaves=3 num_cat=0 split_feature=453 457 split_gain=2.14747 1.84885 threshold=1.0000000180025095e-35 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0186389255755708 -0.018171981035967292 0.0017753314164056938 leaf_weight=3.3899620970478272 2.5981891891133264 80.761239271619615 leaf_count=39 51 2179 internal_value=0 0.00245874 internal_weight=0 84.1512 internal_count=2269 2218 is_linear=0 shrinkage=0.0224292 Tree=7611 num_leaves=3 num_cat=0 split_feature=453 12 split_gain=2.06198 2.06595 threshold=1.0000000180025095e-35 -0.12529499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023216724892519868 -0.017864276915783839 0.0028860167514696646 leaf_weight=1.5351436394485052 2.5841521681431905 82.588989775610116 leaf_count=65 51 2153 internal_value=0 0.00240452 internal_weight=0 84.1241 internal_count=2269 2218 is_linear=0 shrinkage=0.0224292 Tree=7612 num_leaves=3 num_cat=0 split_feature=13 15 split_gain=4.19943 2.08049 threshold=-0.47365999999999991 -0.10091499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043493740450494179 0.0001124839808328492 -5.4365798292181361e-05 leaf_weight=4.2554203199397298 19.222569759674116 58.080832626410483 leaf_count=64 384 1808 internal_value=0 -1.28587e-05 internal_weight=0 77.3034 internal_count=2256 2192 is_linear=0 shrinkage=0.000439788 Tree=7613 num_leaves=3 num_cat=0 split_feature=13 51 split_gain=4.15379 2.63626 threshold=-0.47365999999999991 -0.40771999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043308794648129478 -0.00053152468746867217 4.7874294494185913e-07 leaf_weight=4.2567102968896497 1.8260020087909641 76.345569474219701 leaf_count=64 81 2111 internal_value=0 -1.2075e-05 internal_weight=0 78.1716 internal_count=2256 2192 is_linear=0 shrinkage=0.000439788 Tree=7614 num_leaves=3 num_cat=0 split_feature=13 51 split_gain=4.08391 2.55489 threshold=-0.47365999999999991 -0.40771999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022062702416375198 -0.027087506961990745 -4.1327851916930628e-05 leaf_weight=4.171519202849594 1.7803069718465838 74.694109198160277 leaf_count=64 81 2111 internal_value=0 -0.00067756 internal_weight=0 76.4744 internal_count=2256 2192 is_linear=0 shrinkage=0.0224292 Tree=7615 num_leaves=3 num_cat=0 split_feature=13 51 split_gain=3.99867 2.46926 threshold=-0.47365999999999991 -0.40771999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042857613867523645 -0.0005261800212587207 -2.0280036910627137e-06 leaf_weight=4.1401090374856713 1.760122698789927 75.713616875283151 leaf_count=64 81 2111 internal_value=0 -1.40629e-05 internal_weight=0 77.4737 internal_count=2256 2192 is_linear=0 shrinkage=0.000439788 Tree=7616 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=4.17735 4.75831 2.48414 threshold=0.094405000000000003 -0.060004999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021252104141821941 0.00042487925382026214 0.00010010993936131326 4.6646735199118029e-05 leaf_weight=30.539532218069326 3.7516923117691467 13.596319175703682 30.784741928182484 leaf_count=1385 118 184 571 internal_value=0 -0.000116212 8.79462e-05 internal_weight=0 44.1359 34.5364 internal_count=2258 1569 689 is_linear=0 shrinkage=0.000439788 Tree=7617 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=4.46832 4.94092 2.50134 threshold=0.094405000000000003 -0.060004999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021646809040589557 0.00042499694706348397 0.00010100648840428827 4.948785124875294e-05 leaf_weight=30.874950970025566 3.8369162782619233 13.666415725630939 31.20069394211896 leaf_count=1385 118 184 571 internal_value=0 -0.000119057 9.08183e-05 internal_weight=0 44.5414 35.0376 internal_count=2258 1569 689 is_linear=0 shrinkage=0.000439788 Tree=7618 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=4.34523 5.1971 2.36783 threshold=0.094405000000000003 -0.060004999999999996 0.035255000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021656671562314471 0.00013499602045731476 0.00010822809520878727 -0.00020426442634155761 leaf_weight=30.950829787916518 30.27633256743502 13.749266150232868 4.5633057576778802 leaf_count=1385 595 184 94 internal_value=0 -0.00011666 9.0472e-05 internal_weight=0 44.7001 34.8396 internal_count=2258 1569 689 is_linear=0 shrinkage=0.000439788 Tree=7619 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=4.34697 4.9255 2.44828 threshold=0.094405000000000003 -0.060004999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021454035225554718 0.00042433219032688969 0.00010268044894540761 4.9858373535191028e-05 leaf_weight=30.735172382287601 3.7719674507316077 13.663632190073256 30.97764439623279 leaf_count=1385 118 184 571 internal_value=0 -0.000116914 9.07171e-05 internal_weight=0 44.3988 34.7496 internal_count=2258 1569 689 is_linear=0 shrinkage=0.000439788 Tree=7620 num_leaves=4 num_cat=0 split_feature=160 151 16 split_gain=2.83544 2.59304 2.02246 threshold=0.085090000000000013 -0.24446999999999999 0.0049500000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055044952870340468 3.3827760930208227e-05 -5.9637206363914426e-05 0.0003881766373845811 leaf_weight=2.1299743343261062 11.049734595075277 67.082626837178395 4.3217749896521118 leaf_count=43 202 1987 80 internal_value=0 -7.48893e-05 0.000133813 internal_weight=0 69.2126 15.3715 internal_count=2312 2030 282 is_linear=0 shrinkage=0.000439788 Tree=7621 num_leaves=4 num_cat=0 split_feature=160 151 16 split_gain=2.92921 2.45784 1.94605 threshold=0.085090000000000013 -0.24446999999999999 0.0049500000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054600869454590631 3.9210512440453859e-05 -6.0695899832450557e-05 0.00038787688535997527 leaf_weight=2.0628295117639928 11.03457934824837 66.588781647931683 4.2874016447676686 leaf_count=43 202 1987 80 internal_value=0 -7.54262e-05 0.000137136 internal_weight=0 68.6516 15.322 internal_count=2312 2030 282 is_linear=0 shrinkage=0.000439788 Tree=7622 num_leaves=4 num_cat=0 split_feature=160 151 16 split_gain=2.89689 2.44974 1.96836 threshold=0.085090000000000013 -0.24446999999999999 0.0049500000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027879563878403402 0.0018487437473828623 -0.0031761090154489319 0.019790449880150107 leaf_weight=2.0646678144694297 10.974268253735316 65.925930413599417 4.2576564128103191 leaf_count=43 202 1987 80 internal_value=0 -0.00393389 0.00688234 internal_weight=0 67.9906 15.2319 internal_count=2312 2030 282 is_linear=0 shrinkage=0.0224292 Tree=7623 num_leaves=4 num_cat=0 split_feature=160 151 16 split_gain=2.79825 2.40564 1.89114 threshold=0.085090000000000013 -0.24446999999999999 0.0049500000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054434204332210248 3.6366495887339713e-05 -6.1134404840116238e-05 0.00038151801572424484 leaf_weight=2.0356990000000215 11.049896450153936 66.4883469145243 4.2352616084899628 leaf_count=43 202 1987 80 internal_value=0 -7.56371e-05 0.000132359 internal_weight=0 68.524 15.2852 internal_count=2312 2030 282 is_linear=0 shrinkage=0.000439788 Tree=7624 num_leaves=3 num_cat=0 split_feature=14 456 split_gain=2.47572 2.25219 threshold=-0.10708499999999999 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014530973610946017 0.0026574374518837608 -0.016354183644043056 leaf_weight=4.8770120748267791 77.859050102106266 3.2472654624525594 leaf_count=100 2061 114 internal_value=0 0.0018926 internal_weight=0 81.1063 internal_count=2275 2175 is_linear=0 shrinkage=0.0224292 Tree=7625 num_leaves=3 num_cat=0 split_feature=14 456 split_gain=2.36571 2.15919 threshold=-0.10708499999999999 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014201397225932565 0.0025983754227962936 -0.01605013543355335 leaf_weight=4.8786931508693661 77.843419831516258 3.2350688041078675 leaf_count=100 2061 114 internal_value=0 0.00185069 internal_weight=0 81.0785 internal_count=2275 2175 is_linear=0 shrinkage=0.0224292 Tree=7626 num_leaves=3 num_cat=0 split_feature=14 456 split_gain=2.11428 1.96127 threshold=-0.10708499999999999 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00025867451766973479 4.9137994046515742e-05 -0.00029783329351482042 leaf_weight=5.0011900706740553 79.002370541319578 3.2629076085067927 leaf_count=100 2061 114 internal_value=0 3.53101e-05 internal_weight=0 82.2653 internal_count=2275 2175 is_linear=0 shrinkage=0.000439788 Tree=7627 num_leaves=3 num_cat=0 split_feature=14 456 split_gain=2.26872 2.04833 threshold=-0.10708499999999999 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027202742025067523 4.85158448520913e-05 -0.00030588204973668894 leaf_weight=4.941156622106063 78.511765246341383 3.2674127247028073 leaf_count=100 2061 114 internal_value=0 3.42881e-05 internal_weight=0 81.7792 internal_count=2275 2175 is_linear=0 shrinkage=0.000439788 Tree=7628 num_leaves=4 num_cat=0 split_feature=51 15 48 split_gain=3.13396 2.90349 2.8468 threshold=0.084970000000000018 -0.25061999999999995 0.082225000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032520976886709572 -6.4413389524526574e-05 -2.5984594561090351e-05 0.00033037103755778255 leaf_weight=4.8685796053905497 5.0769315591815056 66.510035197570687 11.555673683607891 leaf_count=165 186 1758 150 internal_value=0 -1.94984e-06 0.000209931 internal_weight=0 71.3786 16.6326 internal_count=2259 1923 336 is_linear=0 shrinkage=0.000439788 Tree=7629 num_leaves=3 num_cat=0 split_feature=48 457 split_gain=2.57801 2.23483 threshold=-0.085909999999999986 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002899567836744313 3.4369722826498399e-05 0.00028538683284194173 leaf_weight=4.3403864728752515 76.388164404841518 7.5187608507694668 leaf_count=65 2112 82 internal_value=0 5.69228e-05 internal_weight=0 83.9069 internal_count=2259 2194 is_linear=0 shrinkage=0.000439788 Tree=7630 num_leaves=4 num_cat=0 split_feature=51 48 15 split_gain=3.05039 2.79995 2.73292 threshold=0.084970000000000018 0.082225000000000006 -0.25061999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016391645247819574 -0.0032685736485552779 0.016822752670298126 -0.0012110323143084403 leaf_weight=4.7382317807860082 5.0130960952906234 11.421069354189965 65.89512770694364 leaf_count=165 186 150 1758 internal_value=0 0.0106974 -2.60979e-05 internal_weight=0 16.4342 70.6334 internal_count=2259 336 1923 is_linear=0 shrinkage=0.0224292 Tree=7631 num_leaves=4 num_cat=0 split_feature=51 48 457 split_gain=2.93357 2.70344 2.65677 threshold=0.084970000000000018 0.082225000000000006 -0.079829999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023363193026548434 -0.0031967063795021225 0.016570316899321567 0.00078567242155548741 leaf_weight=2.3524084352247874 5.0112815858997264 11.336250819440464 68.227586310083097 leaf_count=129 186 150 1794 internal_value=0 0.0105141 -2.53013e-05 internal_weight=0 16.3475 70.58 internal_count=2259 336 1923 is_linear=0 shrinkage=0.0224292 Tree=7632 num_leaves=4 num_cat=0 split_feature=1213 51 4 split_gain=2.45222 2.13976 0.20253 threshold=-1.0000000180025095e-35 -0.097374999999999975 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047326110514253394 -0.00020120210564038429 6.9430983507423944e-05 -0.00023603112739014226 leaf_weight=1.4795568509143779 6.0675434849672447 78.976488832042378 1.4402896905812657 leaf_count=223 257 1704 129 internal_value=0 5.00816e-05 -0.000358535 internal_weight=0 85.044 2.91985 internal_count=2313 1961 352 is_linear=0 shrinkage=0.000439788 Tree=7633 num_leaves=3 num_cat=0 split_feature=47 403 split_gain=1.97339 1.91487 threshold=0.12431000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0091071683915438743 -0.013279762061898945 0.003629383902407832 leaf_weight=6.4173334422193866 4.0884386168327174 76.850359735948132 leaf_count=554 68 1691 internal_value=0 0.00264593 internal_weight=0 83.2677 internal_count=2313 2245 is_linear=0 shrinkage=0.0224292 Tree=7634 num_leaves=3 num_cat=0 split_feature=1213 47 split_gain=2.34451 1.85722 threshold=-1.0000000180025095e-35 0.12431000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018067709612612188 0.0032669811609989216 -0.012544236986119686 leaf_weight=2.8545375060548386 80.539636344501105 3.9005970909493035 leaf_count=352 1900 61 internal_value=0 0.00253393 internal_weight=0 84.4402 internal_count=2313 1961 is_linear=0 shrinkage=0.0224292 Tree=7635 num_leaves=3 num_cat=0 split_feature=1213 51 split_gain=2.26408 2.10953 threshold=-1.0000000180025095e-35 -0.097374999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017890225991060958 -0.010311024553714144 0.0034602472632066245 leaf_weight=2.8187918123730915 6.0074445971031301 78.400148707212793 leaf_count=352 257 1704 internal_value=0 0.00247801 internal_weight=0 84.4076 internal_count=2313 1961 is_linear=0 shrinkage=0.0224292 Tree=7636 num_leaves=3 num_cat=0 split_feature=403 43 split_gain=2.92291 2.18978 threshold=0.093800000000000008 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003296247833511906 -0.00045606303899944776 -1.7339665845084203e-05 leaf_weight=3.6691802134591844 2.8117826713787499 76.267255874246985 leaf_count=35 166 2061 internal_value=0 -1.33867e-06 internal_weight=0 79.9364 internal_count=2262 2096 is_linear=0 shrinkage=0.000439788 Tree=7637 num_leaves=3 num_cat=0 split_feature=403 43 split_gain=2.88104 2.24215 threshold=0.093800000000000008 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016943249860595349 -0.023277816994758012 -0.00094104948067622279 leaf_weight=3.6796595654450348 2.7758353369572424 75.720403053078371 leaf_count=35 166 2061 internal_value=0 -0.000108358 internal_weight=0 79.4001 internal_count=2262 2096 is_linear=0 shrinkage=0.0224292 Tree=7638 num_leaves=3 num_cat=0 split_feature=403 123 split_gain=2.85448 2.1528 threshold=0.093800000000000008 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1433298074493388e-05 -0.00044959623154862231 0.00025566513921344489 leaf_weight=75.388718863432587 2.8269771356099218 5.8238954222615567 leaf_count=1919 166 177 internal_value=0 -1.50667e-06 internal_weight=0 81.2126 internal_count=2262 2096 is_linear=0 shrinkage=0.000439788 Tree=7639 num_leaves=3 num_cat=0 split_feature=403 43 split_gain=2.79921 2.15363 threshold=0.093800000000000008 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016654442340817064 -0.023110065851004852 -0.00091874785708650672 leaf_weight=3.6595296126324675 2.7340301042859201 75.759150903923455 leaf_count=35 166 2061 internal_value=0 -0.000105186 internal_weight=0 79.4187 internal_count=2262 2096 is_linear=0 shrinkage=0.0224292 Tree=7640 num_leaves=3 num_cat=0 split_feature=51 47 split_gain=2.08232 2.08611 threshold=-0.39981499999999998 0.12431000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003087884694017938 9.5674332568553055e-06 -0.00031521652692475074 leaf_weight=4.2531915847284827 80.024012692903852 3.9979136748006558 leaf_count=87 2144 61 internal_value=0 -5.95446e-06 internal_weight=0 84.0219 internal_count=2292 2205 is_linear=0 shrinkage=0.000439788 Tree=7641 num_leaves=3 num_cat=0 split_feature=1348 52 split_gain=1.88104 2.0792 threshold=0.084620000000000015 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7168803019910528e-05 0.00037128090636290024 -0.00027346438220373086 leaf_weight=80.387153530808973 2.7036881523963521 5.0415019464544448 leaf_count=1983 44 265 internal_value=0 -3.9938e-08 internal_weight=0 85.4287 internal_count=2292 2248 is_linear=0 shrinkage=0.000439788 Tree=7642 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=1.89883 2.17734 threshold=-0.39981499999999998 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029723149876742419 1.3428124950871321e-05 -0.00028574053072179831 leaf_weight=4.2246186328702597 79.709126656816807 4.9812545937156747 leaf_count=87 1942 263 internal_value=0 -4.22858e-06 internal_weight=0 84.6904 internal_count=2292 2205 is_linear=0 shrinkage=0.000439788 Tree=7643 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=2.03726 2.17312 threshold=-0.39981499999999998 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030983785549315275 1.5507773534242491e-05 -0.00028416061934625662 leaf_weight=4.230707994731346 78.797869060676931 4.9568601441796991 leaf_count=87 1942 263 internal_value=0 -2.28823e-06 internal_weight=0 83.7547 internal_count=2292 2205 is_linear=0 shrinkage=0.000439788 Tree=7644 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=2.42906 2.65444 threshold=-0.095559999999999992 0.104035 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021063733493642101 -0.0011740306464988646 0.0076025882940338489 leaf_weight=2.4216636245837426 53.805925991497134 25.554566026734392 leaf_count=36 1756 486 internal_value=0 0.00165324 internal_weight=0 79.3605 internal_count=2278 2242 is_linear=0 shrinkage=0.0224292 Tree=7645 num_leaves=4 num_cat=0 split_feature=1 43 12 split_gain=2.33016 4.04887 2.73708 threshold=0.077765000000000015 0.13592500000000005 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018289895150506476 0.00029559740784032681 0.00024820622283830543 2.7410139460219997e-05 leaf_weight=20.000916953565142 8.6498008653070411 5.319171350841315 48.795921719392936 leaf_count=1076 243 128 831 internal_value=0 -9.22148e-05 6.78768e-05 internal_weight=0 25.3201 57.4457 internal_count=2278 1204 1074 is_linear=0 shrinkage=0.000439788 Tree=7646 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=2.29585 2.61066 threshold=-0.095559999999999992 0.104035 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040004544577891597 -2.4373341941546603e-05 0.00014552020038827081 leaf_weight=2.4522988345706827 54.324491601532827 25.780970692012488 leaf_count=36 1756 486 internal_value=0 3.03265e-05 internal_weight=0 80.1055 internal_count=2278 2242 is_linear=0 shrinkage=0.000439788 Tree=7647 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=2.34693 3.4792 2.99775 threshold=0.084055000000000005 0.088885000000000006 -0.12851999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02413537003206119 -0.015277065774225036 0.00063657634085593519 0.0032169559281866769 leaf_weight=4.0307700791308916 8.1011359890153454 46.419872244408907 23.188630859931436 leaf_count=39 515 1107 617 internal_value=0 -0.00173251 0.00632939 internal_weight=0 54.521 27.2194 internal_count=2278 1622 656 is_linear=0 shrinkage=0.0224292 Tree=7648 num_leaves=4 num_cat=0 split_feature=133 13 3 split_gain=3.84994 2.52497 1.41139 threshold=0.093570000000000014 -0.094869999999999996 -0.047174999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015246272769927678 -0.00051217621248864846 -4.7934457724825604e-05 -9.1067737590685849e-05 leaf_weight=15.364534206011738 4.1440448905086669 58.028195234628583 2.4579084352590135 leaf_count=240 342 1611 56 internal_value=0 -5.9532e-06 -0.000356112 internal_weight=0 73.3927 6.60195 internal_count=2249 1851 398 is_linear=0 shrinkage=0.000439788 Tree=7649 num_leaves=4 num_cat=0 split_feature=133 13 3 split_gain=3.79662 2.56697 1.41258 threshold=0.093570000000000014 -0.094869999999999996 -0.047174999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015337306501713645 -0.00051291243041430557 -4.9247036337906342e-05 -9.0116100905248393e-05 leaf_weight=15.27858903739252 4.1056534602685133 57.713787387260709 2.4432627000496714 leaf_count=240 342 1611 56 internal_value=0 -6.80606e-06 -0.000355897 internal_weight=0 72.9924 6.54892 internal_count=2249 1851 398 is_linear=0 shrinkage=0.000439788 Tree=7650 num_leaves=4 num_cat=0 split_feature=133 13 3 split_gain=3.81501 2.46214 1.35748 threshold=0.093570000000000014 -0.094869999999999996 -0.047174999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076931677566982005 -0.026185226948841529 -0.0024815705676962062 -0.0049252467546199302 leaf_weight=15.104187114964587 4.0636046689833165 57.26354687643834 2.4151771855249526 leaf_count=240 342 1611 56 internal_value=0 -0.000356487 -0.0182976 internal_weight=0 72.3677 6.47878 internal_count=2249 1851 398 is_linear=0 shrinkage=0.0224292 Tree=7651 num_leaves=4 num_cat=0 split_feature=133 13 12 split_gain=3.58082 2.47115 1.48725 threshold=0.093570000000000014 -0.094869999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015214683493550821 4.1234471588344518e-05 -4.6363181015769956e-05 -0.0004576528970055733 leaf_weight=15.309423712838905 1.4932283380185252 58.088261832113858 5.0499120404492706 leaf_count=240 41 1611 357 internal_value=0 -4.9288e-06 -0.000344012 internal_weight=0 73.3977 6.54314 internal_count=2249 1851 398 is_linear=0 shrinkage=0.000439788 Tree=7652 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=2.84532 2.04089 threshold=-0.45122499999999993 0.080190000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020223693293634944 0.0012308967712621427 -0.018878689147457599 leaf_weight=3.8648274489096357 75.345921928327698 2.6083047200809224 leaf_count=65 1969 198 internal_value=0 0.000553584 internal_weight=0 77.9542 internal_count=2232 2167 is_linear=0 shrinkage=0.0224292 Tree=7653 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=2.92082 2.05315 threshold=-0.45122499999999993 0.080190000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039900211315038996 2.4296409076773021e-05 -0.00036830234721499708 leaf_weight=3.9217229820278581 76.273690677932791 2.6473505814028604 leaf_count=65 1969 198 internal_value=0 1.10411e-05 internal_weight=0 78.921 internal_count=2232 2167 is_linear=0 shrinkage=0.000439788 Tree=7654 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=2.76053 1.9747 threshold=-0.45122499999999993 0.080190000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020032107466777287 0.0012035779648089766 -0.018697347390132686 leaf_weight=3.8165749202889847 75.357691090202024 2.5755861964134956 leaf_count=65 1969 198 internal_value=0 0.000541462 internal_weight=0 77.9333 internal_count=2232 2167 is_linear=0 shrinkage=0.0224292 Tree=7655 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=2.67649 1.95792 threshold=-0.45122499999999993 -0.24843499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019837458299037519 -0.022391460202050354 0.0010806775029957734 leaf_weight=3.7683162033354156 1.8117220906988212 76.083059466356644 leaf_count=65 198 1969 internal_value=0 0.000529396 internal_weight=0 77.8948 internal_count=2232 2167 is_linear=0 shrinkage=0.0224292 Tree=7656 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.57014 2.80662 threshold=0.087830000000000005 0.0062000000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.6196855227635657e-06 -0.0003629516509861282 0.0002446439950921852 leaf_weight=70.045075660686962 3.504875621325481 9.5209426311557745 leaf_count=2025 84 168 internal_value=0 2.08571e-05 internal_weight=0 79.566 internal_count=2277 2193 is_linear=0 shrinkage=0.000439788 Tree=7657 num_leaves=3 num_cat=0 split_feature=11 403 split_gain=2.634 2.6454 threshold=0.087830000000000005 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.3336573292199536e-06 -0.00036538595885809733 0.00022960240299317082 leaf_weight=68.391197042908061 3.4858796123025959 10.496212456619103 leaf_count=1924 84 269 internal_value=0 2.42393e-05 internal_weight=0 78.8874 internal_count=2277 2193 is_linear=0 shrinkage=0.000439788 Tree=7658 num_leaves=3 num_cat=0 split_feature=11 403 split_gain=2.6105 2.69562 threshold=0.087830000000000005 0.03138500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8679427819088966e-06 -0.00036367060888941135 0.000231181115781543 leaf_weight=68.396683255174139 3.4895331361767594 10.50881907617986 leaf_count=1924 84 269 internal_value=0 2.40174e-05 internal_weight=0 78.9055 internal_count=2277 2193 is_linear=0 shrinkage=0.000439788 Tree=7659 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.52897 2.70373 threshold=0.087830000000000005 0.0062000000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.6836592600490371e-06 -0.0003575593667187615 0.00024218016408471694 leaf_weight=70.110908415953418 3.5241646380363809 9.4933842202808574 leaf_count=2025 84 168 internal_value=0 2.21653e-05 internal_weight=0 79.6043 internal_count=2277 2193 is_linear=0 shrinkage=0.000439788 Tree=7660 num_leaves=4 num_cat=0 split_feature=2 43 12 split_gain=2.99033 4.09409 2.52312 threshold=0.08826500000000001 -0.00363 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016720356045412294 0.0032018472745532285 -0.00037660197834106718 -0.010545392188228945 leaf_weight=14.277334936418812 41.460071650539248 16.739524203570909 7.9950778014799644 leaf_count=799 725 326 430 internal_value=0 -0.00790543 0.000976213 internal_weight=0 31.0169 49.4551 internal_count=2280 1125 1155 is_linear=0 shrinkage=0.0224292 Tree=7661 num_leaves=4 num_cat=0 split_feature=2 43 12 split_gain=2.86829 3.95369 2.4143 threshold=0.08826500000000001 -0.00363 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016458870958916603 0.0031322720952860414 -0.0003681698571172068 -0.010323727866370168 leaf_weight=14.180257662348597 41.43118085452079 16.73929124159622 7.9841057772073318 leaf_count=799 725 326 430 internal_value=0 -0.00775326 0.000955017 internal_weight=0 30.9195 49.4153 internal_count=2280 1125 1155 is_linear=0 shrinkage=0.0224292 Tree=7662 num_leaves=4 num_cat=0 split_feature=2 1 13 split_gain=2.75092 4.09371 2.34977 threshold=0.08826500000000001 1.0000000180025095e-35 -0.53696499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026040654568133842 -0.026810609314461088 -0.0039784593551782472 0.0017961276549716102 leaf_weight=5.0451932232535937 1.4703156121540804 25.78040769062136 47.90645825718093 leaf_count=495 21 630 1134 internal_value=0 -0.00760324 0.000934258 internal_weight=0 30.8256 49.3768 internal_count=2280 1125 1155 is_linear=0 shrinkage=0.0224292 Tree=7663 num_leaves=4 num_cat=0 split_feature=2 1 12 split_gain=2.64053 4.03318 2.30172 threshold=0.08826500000000001 1.0000000180025095e-35 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025971094514169565 0.0030397374196340192 -0.0038907588084224438 -0.010103548570606278 leaf_weight=4.9464081848627783 41.402040488756029 25.770788065408851 7.9782351832827763 leaf_count=495 725 630 430 internal_value=0 -0.00746029 0.000913129 internal_weight=0 30.7172 49.3803 internal_count=2280 1125 1155 is_linear=0 shrinkage=0.0224292 Tree=7664 num_leaves=4 num_cat=0 split_feature=4 4 0 split_gain=3.10888 3.41529 1.32989 threshold=0.27467500000000006 0.10729000000000001 -0.19190499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.16520843300577e-05 -4.6900984243620113e-05 -0.00031014859950781443 0.00030225716207771508 leaf_weight=65.508769141429184 2.8827490360126831 8.3409900660917611 7.8036452319065557 leaf_count=1913 44 126 205 internal_value=0 -4.54373e-05 0.000208153 internal_weight=0 73.8498 10.6864 internal_count=2288 2039 249 is_linear=0 shrinkage=0.000439788 Tree=7665 num_leaves=4 num_cat=0 split_feature=4 4 0 split_gain=3.03043 3.4569 1.44462 threshold=0.27467500000000006 0.10729000000000001 -0.19767999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8185090455598913e-06 -6.7886357870003563e-05 -0.00030881666393778637 0.00030239447475637402 leaf_weight=65.554000637710487 2.7308986050193198 8.3597473097470338 7.9407725753262621 leaf_count=1913 41 126 208 internal_value=0 -4.28197e-05 0.000207687 internal_weight=0 73.9137 10.6717 internal_count=2288 2039 249 is_linear=0 shrinkage=0.000439788 Tree=7666 num_leaves=4 num_cat=0 split_feature=4 4 0 split_gain=2.88305 3.53056 1.3511 threshold=0.27467500000000006 0.10729000000000001 -0.19190499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004296711205787099 -0.0028271334127144476 -0.01595720101169764 0.015296587686970403 leaf_weight=64.922440428153095 2.8307464854733553 8.2905185304261959 7.6201405622559815 leaf_count=1913 44 126 205 internal_value=0 -0.00219169 0.0103914 internal_weight=0 73.213 10.4509 internal_count=2288 2039 249 is_linear=0 shrinkage=0.0224292 Tree=7667 num_leaves=4 num_cat=0 split_feature=4 4 0 split_gain=2.77129 3.37849 1.39761 threshold=0.27467500000000006 0.10729000000000001 -0.19767999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004200397317197128 -0.0036291579310067075 -0.015616493481047196 0.015104024129403986 leaf_weight=64.921992263694392 2.6999446706031449 8.2819034778367477 7.6770796327764383 leaf_count=1913 41 126 208 internal_value=0 -0.00214291 0.0102322 internal_weight=0 73.2039 10.377 internal_count=2288 2039 249 is_linear=0 shrinkage=0.0224292 Tree=7668 num_leaves=4 num_cat=0 split_feature=50 50 43 split_gain=2.15508 4.10426 1.21358 threshold=0.10647500000000001 0.096530000000000019 -0.0030199999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.281491466387704e-05 4.9111041927092174e-05 0.00054447342410748651 -0.00044245883261129459 leaf_weight=77.454650337259409 1.4640540074587987 3.0122719529626911 2.8469197892263756 leaf_count=2005 146 60 105 internal_value=0 4.24677e-05 -0.000276036 internal_weight=0 80.4669 4.31097 internal_count=2316 2065 251 is_linear=0 shrinkage=0.000439788 Tree=7669 num_leaves=4 num_cat=0 split_feature=50 50 43 split_gain=2.24877 4.04725 1.19192 threshold=0.10647500000000001 0.096530000000000019 -0.0030199999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2888458070404729e-05 4.2407648270349276e-05 0.00054220345370438743 -0.00044488229297257189 leaf_weight=76.908318875993245 1.4544051166276402 2.9974483670284817 2.8824912622912953 leaf_count=2005 146 60 105 internal_value=0 4.2494e-05 -0.000281997 internal_weight=0 79.9058 4.3369 internal_count=2316 2065 251 is_linear=0 shrinkage=0.000439788 Tree=7670 num_leaves=4 num_cat=0 split_feature=50 50 13 split_gain=2.22224 4.12857 0.851685 threshold=0.10647500000000001 0.096530000000000019 -0.072479999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011426421430392806 -0.0014768106457893723 0.028000916308386033 -0.022182144984968708 leaf_weight=76.229894506394885 1.5996346963365793 2.9732269600626742 2.6572243483574303 leaf_count=2005 117 60 134 internal_value=0 0.00215739 -0.0144429 internal_weight=0 79.2031 4.25686 internal_count=2316 2065 251 is_linear=0 shrinkage=0.0224292 Tree=7671 num_leaves=4 num_cat=0 split_feature=50 50 13 split_gain=2.14025 3.96901 0.835352 threshold=0.10647500000000001 0.096530000000000019 -0.072479999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011171191415770127 -0.0014441757759175223 0.027513942159159442 -0.022005566757605302 leaf_weight=76.223200937537513 1.5995260235558815 2.9584891898994092 2.6190547589417283 leaf_count=2005 117 60 134 internal_value=0 0.00210979 -0.0142511 internal_weight=0 79.1817 4.21858 internal_count=2316 2065 251 is_linear=0 shrinkage=0.0224292 Tree=7672 num_leaves=4 num_cat=0 split_feature=52 1 160 split_gain=2.24011 2.65948 2.46107 threshold=0.13584000000000004 0.10384000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033896257861629042 -3.3640185051442272e-05 0.0058881984238816059 0.022782179303040967 leaf_weight=51.234157855828926 4.9250335273054588 22.28906876288238 4.5803829029609897 leaf_count=1527 224 464 63 internal_value=0 -0.000576191 0.0109843 internal_weight=0 73.5232 9.50542 internal_count=2278 1991 287 is_linear=0 shrinkage=0.0224292 Tree=7673 num_leaves=3 num_cat=0 split_feature=124 1 split_gain=2.26281 2.43083 threshold=-0.087944999999999982 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020490936617833896 -0.0012445379685942634 0.0071660182705105329 leaf_weight=2.4331868997542179 55.386144151618282 25.109948934434215 leaf_count=54 1727 497 internal_value=0 0.00138013 internal_weight=0 80.4961 internal_count=2278 2224 is_linear=0 shrinkage=0.0224292 Tree=7674 num_leaves=3 num_cat=0 split_feature=124 131 split_gain=2.16236 2.4173 threshold=-0.087944999999999982 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020024718558793508 0.0022924428155187788 -0.014688297744512928 leaf_weight=2.4344225139357141 75.980446623969783 4.4462366755687972 leaf_count=54 1910 314 internal_value=0 0.00135043 internal_weight=0 80.4267 internal_count=2278 2224 is_linear=0 shrinkage=0.0224292 Tree=7675 num_leaves=4 num_cat=0 split_feature=52 1 160 split_gain=2.1527 2.46528 2.37209 threshold=0.13584000000000004 0.10384000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033017126805888939 -4.3316689495280074e-05 0.0056486744812234372 0.022428995314691627 leaf_weight=51.200081649200911 4.9112320177209767 22.169011664605932 4.5350077822877193 leaf_count=1527 224 464 63 internal_value=0 -0.000596521 0.0107688 internal_weight=0 73.3691 9.44624 internal_count=2278 1991 287 is_linear=0 shrinkage=0.0224292 Tree=7676 num_leaves=4 num_cat=0 split_feature=15 52 15 split_gain=1.89008 3.01042 2.82073 threshold=0.088435000000000014 0.091650000000000009 0.030370000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4395262841633641e-06 0.00023232741345191339 -0.0002809935376064916 -0.00035611280807499061 leaf_weight=58.37636442301482 12.40306244158637 2.6708862784153089 4.7824014776997492 leaf_count=1370 274 222 350 internal_value=0 0.000141134 -3.20922e-05 internal_weight=0 15.0739 63.1588 internal_count=2216 496 1720 is_linear=0 shrinkage=0.000439788 Tree=7677 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=2.38677 3.42283 2.5173 threshold=0.088115000000000013 0.09202500000000001 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9328702180770115e-05 0.00017713882524760593 -0.00016199532445212091 -0.00030999213717279432 leaf_weight=40.411840839245997 23.907417836639983 7.5630997202679273 6.7029230629541408 leaf_count=640 675 351 550 internal_value=0 9.55882e-05 -6.07896e-05 internal_weight=0 31.4705 47.1148 internal_count=2216 1026 1190 is_linear=0 shrinkage=0.000439788 Tree=7678 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=2.54946 3.44384 2.30797 threshold=0.088115000000000013 0.09202500000000001 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012107842842108353 0.0092747554121242366 -0.0082570087109192121 -0.015628967713846635 leaf_weight=39.731369197172171 23.527884395132791 7.3942255640140493 6.4804154152980109 leaf_count=640 675 351 550 internal_value=0 0.00507998 -0.00323831 internal_weight=0 30.9221 46.2118 internal_count=2216 1026 1190 is_linear=0 shrinkage=0.0224292 Tree=7679 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=2.37587 3.25193 2.32308 threshold=0.088115000000000013 0.09202500000000001 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.1320823927777309e-05 0.00017473220978767463 -0.00015621189317597674 -0.00030261255734651433 leaf_weight=40.381740600510966 23.89133760712048 7.5416557335192911 6.5893537641213689 leaf_count=640 675 351 550 internal_value=0 9.52828e-05 -6.08888e-05 internal_weight=0 31.433 46.9711 internal_count=2216 1026 1190 is_linear=0 shrinkage=0.000439788 Tree=7680 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=2.98452 2.64141 0.561823 threshold=0.092225000000000015 -0.094869999999999996 0.058500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019905947420355819 -0.00020349072555240767 -7.7747534757798281e-06 -0.00054300266415392641 leaf_weight=14.610757762202409 2.0166259161560443 64.993418713510437 1.8149449872580588 leaf_count=255 177 1773 71 internal_value=0 3.02268e-05 -0.000366206 internal_weight=0 79.6042 3.83157 internal_count=2276 2028 248 is_linear=0 shrinkage=0.000439788 Tree=7681 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=2.99588 2.63341 0.563481 threshold=0.092225000000000015 -0.094869999999999996 0.058500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019909632592818543 -0.00020397256400217747 -7.1973323880029806e-06 -0.000542993378945901 leaf_weight=14.628479559418336 2.0417017287472841 65.425426643620085 1.814567705230729 leaf_count=255 177 1773 71 internal_value=0 3.05378e-05 -0.000365388 internal_weight=0 80.0539 3.85627 internal_count=2276 2028 248 is_linear=0 shrinkage=0.000439788 Tree=7682 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=3.02481 2.60274 0.565058 threshold=0.092225000000000015 -0.094869999999999996 0.058500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019659738420539589 -0.00020653968073200448 -9.0324994645286867e-06 -0.00054553330606164777 leaf_weight=14.548774515453259 2.0376452833515937 65.134563397482452 1.8293765161870394 leaf_count=255 177 1773 71 internal_value=0 2.855e-05 -0.0003688 internal_weight=0 79.6833 3.86702 internal_count=2276 2028 248 is_linear=0 shrinkage=0.000439788 Tree=7683 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=2.99324 2.54021 0.558557 threshold=0.092225000000000015 -0.094869999999999996 0.058500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099850699017004114 -0.010527580169774257 -0.00044469724177725797 -0.027870345845449635 leaf_weight=14.349969841772689 1.9899827929912128 64.383327512765391 1.8075400422821983 leaf_count=255 177 1773 71 internal_value=0 0.0014582 -0.0188805 internal_weight=0 78.7333 3.79752 internal_count=2276 2028 248 is_linear=0 shrinkage=0.0224292 Tree=7684 num_leaves=4 num_cat=0 split_feature=51 48 3 split_gain=1.69998 2.58175 1.7993 threshold=0.10736500000000002 0.11926500000000002 -0.5217799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026517843273160868 -0.026804297366058903 0.0024378484273051512 0.0022363900653936141 leaf_weight=1.5462336290365772 2.5306951534803366 3.7496631669637281 80.568566607999855 leaf_count=17 132 45 2093 internal_value=0 -0.00939091 0.00269967 internal_weight=0 6.28036 82.1148 internal_count=2287 177 2110 is_linear=0 shrinkage=0.0224292 Tree=7685 num_leaves=3 num_cat=0 split_feature=1374 3 split_gain=1.64005 1.79698 threshold=0.087855000000000016 -0.5217799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.026394656093402458 -0.014550877964450114 0.001928472936037977 leaf_weight=1.5190038133732731 2.9635683246597173 83.84876740746995 leaf_count=17 53 2217 internal_value=0 0.00236962 internal_weight=0 85.3678 internal_count=2287 2234 is_linear=0 shrinkage=0.0224292 Tree=7686 num_leaves=4 num_cat=0 split_feature=51 16 3 split_gain=1.62685 2.50249 1.71492 threshold=0.10736500000000002 -0.064734999999999987 -0.5217799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026273732574926056 0.0047847162805807119 -0.023529265068008443 0.0021560252152034408 leaf_weight=1.4921589126170136 3.1589580073173238 3.0930952284070363 80.544834859955699 leaf_count=17 88 89 2093 internal_value=0 -0.00925212 0.00260071 internal_weight=0 6.25205 82.037 internal_count=2287 177 2110 is_linear=0 shrinkage=0.0224292 Tree=7687 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=1.5347 1.60674 threshold=0.087855000000000016 -0.080769999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032607544590062203 -0.00027343591664301197 5.6033769263909453e-05 leaf_weight=2.1647059496553984 2.9834815269277888 84.359814423352873 leaf_count=246 53 1988 internal_value=0 4.64042e-05 internal_weight=0 86.5245 internal_count=2287 2234 is_linear=0 shrinkage=0.000439788 Tree=7688 num_leaves=4 num_cat=0 split_feature=50 50 2 split_gain=2.38746 3.23933 0.784983 threshold=0.10647500000000001 0.096530000000000019 0.12358500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3463201904674575e-06 -0.00048477168742606762 0.00046480138827739329 -9.1559464795853832e-05 leaf_weight=77.963814949654079 2.3189648680054225 3.1229798193526213 1.7114426774496676 leaf_count=1930 207 65 46 internal_value=0 2.6993e-05 -0.00031902 internal_weight=0 81.0868 4.03041 internal_count=2248 1995 253 is_linear=0 shrinkage=0.000439788 Tree=7689 num_leaves=4 num_cat=0 split_feature=43 48 150 split_gain=2.4078 3.35183 2.83497 threshold=-0.074459999999999985 0.085865000000000011 0.096430000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078372230290269327 0.0012042031534388918 -0.011359043840799237 -0.015879882925264769 leaf_weight=27.611613038907311 39.019912162571927 14.690432299993516 2.7738278361466646 leaf_count=783 1152 221 92 internal_value=0 -0.00223481 0.00566352 internal_weight=0 53.7103 30.3854 internal_count=2248 1373 875 is_linear=0 shrinkage=0.0224292 Tree=7690 num_leaves=4 num_cat=0 split_feature=43 48 150 split_gain=2.2593 3.0753 2.69867 threshold=-0.074459999999999985 0.085865000000000011 0.096430000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014774209517238226 2.1134757225752226e-05 -0.00021398357638731396 -0.00030506066116965061 leaf_weight=27.767110684699222 39.272885902526468 14.799486182704639 2.7847256819659369 leaf_count=783 1152 221 92 internal_value=0 -4.32694e-05 0.000106305 internal_weight=0 54.0724 30.5518 internal_count=2248 1373 875 is_linear=0 shrinkage=0.000439788 Tree=7691 num_leaves=4 num_cat=0 split_feature=50 50 159 split_gain=2.33145 3.28293 0.799178 threshold=0.10647500000000001 0.096530000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052234061812751525 -0.025456986457219406 0.024051132775753735 -0.0051369113921590891 leaf_weight=77.062026392150983 2.1302547081813832 3.0843533249462771 1.8018825161452685 leaf_count=1930 120 65 133 internal_value=0 0.00143333 -0.0162152 internal_weight=0 80.1464 3.93214 internal_count=2248 1995 253 is_linear=0 shrinkage=0.0224292 Tree=7692 num_leaves=4 num_cat=0 split_feature=0 2 13 split_gain=3.06675 3.55065 1.5148 threshold=-0.061684999999999997 0.088885000000000006 -0.076599999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078473619119486682 0.018438693156077813 0.0031693361472027331 0.0048958566954060796 leaf_weight=25.649378860038269 5.4075946581942871 34.479773763677258 17.833844062854041 leaf_count=1041 74 824 350 internal_value=0 -0.00153107 0.00805942 internal_weight=0 60.1292 23.2414 internal_count=2289 1865 424 is_linear=0 shrinkage=0.0224292 Tree=7693 num_leaves=4 num_cat=0 split_feature=0 2 13 split_gain=2.94083 3.40072 1.48023 threshold=-0.061684999999999997 0.088885000000000006 -0.076599999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076903472498180414 0.018237797272037087 0.0031000567939407984 0.0047899735343535279 leaf_weight=25.58712714408648 5.3454532798568861 34.460332686545371 17.819805761326279 leaf_count=1041 74 824 350 internal_value=0 -0.00149888 0.00790556 internal_weight=0 60.0475 23.1653 internal_count=2289 1865 424 is_linear=0 shrinkage=0.0224292 Tree=7694 num_leaves=4 num_cat=0 split_feature=0 2 13 split_gain=2.8199 3.25695 1.44594 threshold=-0.061684999999999997 0.088885000000000006 -0.076599999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075360046071478665 0.018036848620615373 0.0030322443323307908 0.004686273784514694 leaf_weight=25.526600780105582 5.2846800514744272 34.441438130906135 17.806180378669524 leaf_count=1041 74 824 350 internal_value=0 -0.00146731 0.00775412 internal_weight=0 59.968 23.0909 internal_count=2289 1865 424 is_linear=0 shrinkage=0.0224292 Tree=7695 num_leaves=4 num_cat=0 split_feature=0 2 13 split_gain=2.8879 3.42835 1.48909 threshold=-0.061684999999999997 0.088885000000000006 -0.076599999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015200877437099403 0.00035461259242994784 5.9047398338526314e-05 9.0332776570594344e-05 leaf_weight=25.924896236003406 5.3353781682963044 34.908000459391587 18.038150732190843 leaf_count=1041 74 824 350 internal_value=0 -3.0917e-05 0.000150899 internal_weight=0 60.8329 23.3735 internal_count=2289 1865 424 is_linear=0 shrinkage=0.000439788 Tree=7696 num_leaves=3 num_cat=0 split_feature=13 481 split_gain=2.79447 2.45961 threshold=-0.53696499999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056216006405753849 -0.00040312629598801357 3.7800767146790256e-05 leaf_weight=1.5818266879650753 2.5043570164907569 80.733096846462104 leaf_count=25 243 2022 internal_value=0 2.44452e-05 internal_weight=0 83.2375 internal_count=2290 2265 is_linear=0 shrinkage=0.000439788 Tree=7697 num_leaves=3 num_cat=0 split_feature=13 481 split_gain=2.80624 2.49017 threshold=-0.53696499999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056405458216683636 -0.00040543556548428922 3.6841470512502951e-05 leaf_weight=1.5839635616284784 2.5204683959800596 80.896553243867402 leaf_count=25 243 2022 internal_value=0 2.33882e-05 internal_weight=0 83.417 internal_count=2290 2265 is_linear=0 shrinkage=0.000439788 Tree=7698 num_leaves=3 num_cat=0 split_feature=13 1456 split_gain=2.72974 2.37925 threshold=-0.53696499999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054938935864417182 -0.00037549715819788906 4.0694129342134741e-05 leaf_weight=1.5999652331811365 2.7272546250874248 81.443997713562567 leaf_count=25 222 2043 internal_value=0 2.71269e-05 internal_weight=0 84.1713 internal_count=2290 2265 is_linear=0 shrinkage=0.000439788 Tree=7699 num_leaves=4 num_cat=0 split_feature=4 133 3 split_gain=2.37924 2.78372 1.41487 threshold=-0.36667499999999992 -0.25159999999999993 -0.012889999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.192774789066105e-05 -0.00050535735552650364 5.3507780824605712e-05 -0.00038068872960732991 leaf_weight=5.4269620479317382 1.7460537538545384 73.846295904082126 4.242151280253891 leaf_count=93 138 1989 70 internal_value=0 4.04746e-05 -0.00019101 internal_weight=0 75.5923 9.66911 internal_count=2290 2127 163 is_linear=0 shrinkage=0.000439788 Tree=7700 num_leaves=3 num_cat=0 split_feature=15 13 split_gain=2.3172 2.015 threshold=0.15891500000000003 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035399765211210855 -0.00034715787144432416 2.7260453582255167e-05 leaf_weight=3.8058717916428568 3.0461601375136516 80.220075868670392 leaf_count=59 38 2199 internal_value=0 4.21367e-05 internal_weight=0 84.0259 internal_count=2296 2258 is_linear=0 shrinkage=0.000439788 Tree=7701 num_leaves=3 num_cat=0 split_feature=15 13 split_gain=2.42859 1.95351 threshold=0.15891500000000003 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017975914585116552 -0.018277587478850554 0.00141844274486013 leaf_weight=3.7367491651093578 3.009760516928508 78.821319326430967 leaf_count=59 38 2199 internal_value=0 0.00217185 internal_weight=0 82.5581 internal_count=2296 2258 is_linear=0 shrinkage=0.0224292 Tree=7702 num_leaves=3 num_cat=0 split_feature=15 13 split_gain=2.32825 1.89406 threshold=0.15891500000000003 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017779799583772939 -0.017930197562778572 0.0013867053658584492 leaf_weight=3.6939267353445748 2.9997437275014809 78.817415388773043 leaf_count=59 38 2199 internal_value=0 0.00212455 internal_weight=0 82.5113 internal_count=2296 2258 is_linear=0 shrinkage=0.0224292 Tree=7703 num_leaves=3 num_cat=0 split_feature=15 13 split_gain=2.22192 1.9778 threshold=0.15891500000000003 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035154601525490324 -0.00034184999260403935 2.6786192657002121e-05 leaf_weight=3.780679014766064 3.0106116886017835 79.889308886760773 leaf_count=59 38 2199 internal_value=0 4.15375e-05 internal_weight=0 83.67 internal_count=2296 2258 is_linear=0 shrinkage=0.000439788 Tree=7704 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.10904 2.31334 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043278690207814981 0.00042600178768722704 1.9898278373663142e-05 leaf_weight=1.9008415912685439 2.7869657406699835 81.932162559654444 leaf_count=24 41 2242 internal_value=0 3.33506e-05 internal_weight=0 84.7191 internal_count=2307 2283 is_linear=0 shrinkage=0.000439788 Tree=7705 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.06096 2.33473 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042668882758369801 0.00042766178291611667 2.0383606460906618e-05 leaf_weight=1.9022315368347325 2.7971575163974185 81.743627128710159 leaf_count=24 41 2242 internal_value=0 3.39525e-05 internal_weight=0 84.5408 internal_count=2307 2283 is_linear=0 shrinkage=0.000439788 Tree=7706 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.16033 2.31717 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022459444048074234 0.021847516461743394 0.0010688315101217412 leaf_weight=1.8752150679065369 2.7742166581519987 80.855051067060231 leaf_count=24 41 2242 internal_value=0 0.00176295 internal_weight=0 83.6293 internal_count=2307 2283 is_linear=0 shrinkage=0.0224292 Tree=7707 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.04904 2.25138 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021762889114273359 0.021665697396771176 0.0010449104703912559 leaf_weight=1.892242976988199 2.7353528829480629 80.851502462448479 leaf_count=24 41 2242 internal_value=0 0.00172451 internal_weight=0 83.5869 internal_count=2307 2283 is_linear=0 shrinkage=0.0224292 Tree=7708 num_leaves=4 num_cat=0 split_feature=403 1 1 split_gain=1.87745 2.90535 1.97701 threshold=0.03138500000000001 1.0000000180025095e-35 0.13840500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021358137061564244 -0.0020669308891179492 0.022268787227478423 0.013141547380274994 leaf_weight=65.467694554898117 5.2842875102542148 4.6067067048497847 4.5388852522373773 leaf_count=1920 190 80 88 internal_value=0 0.00928843 -0.00114199 internal_weight=0 9.89099 70.0066 internal_count=2278 270 2008 is_linear=0 shrinkage=0.0224292 Tree=7709 num_leaves=4 num_cat=0 split_feature=403 1 133 split_gain=1.69704 2.79071 2.39855 threshold=0.03138500000000001 1.0000000180025095e-35 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056331183542028573 -4.5208892609675367e-05 0.00042174048809723747 -9.6137133870110643e-06 leaf_weight=1.5279944948415494 5.3083671216227213 4.6141939682056545 69.086615470782817 leaf_count=100 190 80 1908 internal_value=0 0.000172325 -2.17439e-05 internal_weight=0 9.92256 70.6146 internal_count=2278 270 2008 is_linear=0 shrinkage=0.000439788 Tree=7710 num_leaves=4 num_cat=0 split_feature=403 1 133 split_gain=1.66562 2.77797 2.38347 threshold=0.03138500000000001 1.0000000180025095e-35 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056014496544705525 -4.671752078245818e-05 0.00041805311434086869 -9.702805617702436e-06 leaf_weight=1.5365207065160564 5.3275406687462219 4.6409920164369396 69.44225696340618 leaf_count=100 190 80 1908 internal_value=0 0.000170049 -2.1766e-05 internal_weight=0 9.96853 70.9788 internal_count=2278 270 2008 is_linear=0 shrinkage=0.000439788 Tree=7711 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=1.49851 1.78451 threshold=0.13840500000000003 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0039286224537671442 0.012531503160609227 -0.0032386579791722162 leaf_weight=27.547199661801642 4.6107225453670244 47.724265302174899 leaf_count=878 113 1287 internal_value=0 -0.000615307 internal_weight=0 75.2715 internal_count=2278 2165 is_linear=0 shrinkage=0.0224292 Tree=7712 num_leaves=4 num_cat=0 split_feature=484 49 2 split_gain=2.85823 1.83915 1.16258 threshold=-0.0048499999999999993 -0.44508499999999995 0.11975000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046368655088122821 0.00037135270875215444 2.0263663361903954e-05 8.9137057283509117e-06 leaf_weight=3.2567918798795281 2.9788088505156329 77.302718064408054 1.4523895852616986 leaf_count=341 15 1858 39 internal_value=0 3.33759e-05 -0.000318481 internal_weight=0 80.2815 4.70918 internal_count=2253 1873 380 is_linear=0 shrinkage=0.000439788 Tree=7713 num_leaves=4 num_cat=0 split_feature=484 9 2 split_gain=2.82758 1.77434 1.01266 threshold=-0.0048499999999999993 0.084755000000000011 0.11556500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023695277812496592 0.0025597010721966204 -0.012214091730862959 -0.0013817153280362687 leaf_weight=3.068992694545158 74.797903384655456 4.3072681727644513 1.5338922203372929 leaf_count=336 1796 77 44 internal_value=0 0.00175252 -0.0162958 internal_weight=0 79.1052 4.60288 internal_count=2253 1873 380 is_linear=0 shrinkage=0.0224292 Tree=7714 num_leaves=3 num_cat=0 split_feature=49 13 split_gain=1.86183 2.5525 threshold=-0.44508499999999995 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017911582358458914 -0.027684557290208911 0.00066120446623180477 leaf_weight=3.0411591297015539 1.612049919378477 78.994047259267063 leaf_count=17 22 2214 internal_value=0 8.78932e-05 internal_weight=0 80.6061 internal_count=2253 2236 is_linear=0 shrinkage=0.0224292 Tree=7715 num_leaves=4 num_cat=0 split_feature=484 156 2 split_gain=2.98012 1.90727 1.12252 threshold=-0.0048499999999999993 0.091255000000000017 0.11975000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046439769671063625 5.1930713913464355e-05 -0.00024979586162765218 -1.4909564095483869e-07 leaf_weight=3.279643527330335 76.182812790984826 4.2607973736357954 1.450218166784907 leaf_count=341 1706 167 39 internal_value=0 3.58939e-05 -0.000322628 internal_weight=0 80.4436 4.72986 internal_count=2253 1873 380 is_linear=0 shrinkage=0.000439788 Tree=7716 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.51646 2.14127 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048181201100269396 0.00042402496702484421 3.2129263950232619e-05 leaf_weight=1.7719257031276345 2.7688859670961383 82.500332485041326 leaf_count=27 43 2194 internal_value=0 4.49471e-05 internal_weight=0 85.2692 internal_count=2264 2237 is_linear=0 shrinkage=0.000439788 Tree=7717 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.484 2.20129 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047771431355574361 0.00042594001786004095 3.190973611891346e-05 leaf_weight=1.7767337736149773 2.8168308956664978 83.226932239815596 leaf_count=27 43 2194 internal_value=0 4.49008e-05 internal_weight=0 86.0438 internal_count=2264 2237 is_linear=0 shrinkage=0.000439788 Tree=7718 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.57848 2.1131 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048629279446473915 0.00042318155315047916 3.3870701801463547e-05 leaf_weight=1.7741483196441539 2.7687598653719752 82.612027957577993 leaf_count=27 43 2194 internal_value=0 4.65872e-05 internal_weight=0 85.3808 internal_count=2264 2237 is_linear=0 shrinkage=0.000439788 Tree=7719 num_leaves=3 num_cat=0 split_feature=13 49 split_gain=2.65658 2.09279 threshold=-0.53696499999999991 0.26446500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025468292117033511 0.0029851393160462221 -0.017583324402536082 leaf_weight=1.7426320882514108 81.901342298954205 2.5477123526516143 leaf_count=27 2193 44 internal_value=0 0.00236078 internal_weight=0 84.4491 internal_count=2264 2237 is_linear=0 shrinkage=0.0224292 Tree=7720 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=1.64217 4.7711 2.48915 threshold=-0.077944999999999987 0.090100000000000013 -0.088009999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026286652022457718 0.010434621507781175 -0.018317913263129138 -0.0019271727855304178 leaf_weight=40.81894567143172 14.702468152765503 8.3600504912392335 18.470665461638418 leaf_count=1281 221 166 582 internal_value=0 -0.00290161 0.00355447 internal_weight=0 49.179 33.1731 internal_count=2250 1447 803 is_linear=0 shrinkage=0.0224292 Tree=7721 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=1.57075 4.57098 2.38646 threshold=-0.077944999999999987 0.090100000000000013 -0.088009999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025697339225843956 0.010229302758437687 -0.017945611621019295 -0.0018837297837351775 leaf_weight=40.81894089747675 14.662033612483354 8.3426855745565245 18.47321319915136 leaf_count=1281 221 166 582 internal_value=0 -0.00283776 0.00347898 internal_weight=0 49.1616 33.1352 internal_count=2250 1447 803 is_linear=0 shrinkage=0.0224292 Tree=7722 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=1.58165 4.39457 2.43658 threshold=-0.077944999999999987 0.087235000000000021 -0.088009999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8929947573375591e-06 0.00020479791491736924 -0.00033233965261887909 -3.2918001519621037e-05 leaf_weight=40.992433570421781 14.975202760695536 8.7988181736982352 18.7812128822261 leaf_count=1265 221 182 582 internal_value=0 -5.06885e-05 7.2595e-05 internal_weight=0 49.7913 33.7564 internal_count=2250 1447 803 is_linear=0 shrinkage=0.000439788 Tree=7723 num_leaves=3 num_cat=0 split_feature=1447 15 split_gain=1.53402 1.82434 threshold=-0.086059999999999984 -0.095594999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016875271862888033 -0.0068908950434993831 0.0010684846197115733 leaf_weight=2.5212949614760864 19.003445590898991 60.742936505645048 leaf_count=85 457 1708 internal_value=0 -0.000829419 internal_weight=0 79.7464 internal_count=2250 2165 is_linear=0 shrinkage=0.0224292 Tree=7724 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=2.49059 2.43031 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000374116703819956 -0.00039856567844442014 4.4054650938951187e-05 leaf_weight=2.7589869952644213 2.6794829918580936 83.049201617064682 leaf_count=39 71 2223 internal_value=0 3.0529e-05 internal_weight=0 85.8082 internal_count=2333 2262 is_linear=0 shrinkage=0.000439788 Tree=7725 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=2.49496 2.42734 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019118166291666211 -0.020508983455436457 0.0022342262462988626 leaf_weight=2.7497030936647198 2.6442961759239543 82.054694045086762 leaf_count=39 71 2223 internal_value=0 0.00153775 internal_weight=0 84.8044 internal_count=2333 2262 is_linear=0 shrinkage=0.0224292 Tree=7726 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=2.40182 2.3179 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018668249725274953 -0.02020874212082694 0.0021844675820352367 leaf_weight=2.7532321910839519 2.6239083272375856 82.042006278289591 leaf_count=39 71 2223 internal_value=0 0.00150335 internal_weight=0 84.7952 internal_count=2333 2262 is_linear=0 shrinkage=0.0224292 Tree=7727 num_leaves=4 num_cat=0 split_feature=133 403 52 split_gain=1.88283 2.30464 0.306528 threshold=0.11253500000000001 0.092660000000000006 0.0028150000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050725637029281408 -0.008769033295238848 0.015883951185782817 -0.023041073174437144 leaf_weight=79.087611119419307 1.4822597556776593 5.2086267580671111 1.6121759043562631 leaf_count=1886 139 165 143 internal_value=0 0.00146076 -0.0163003 internal_weight=0 84.2962 3.09444 internal_count=2333 2051 282 is_linear=0 shrinkage=0.0224292 Tree=7728 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=1.93071 2.30159 threshold=-0.44508499999999995 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034090967383720969 -0.0001327396568609383 3.1900179240601856e-05 leaf_weight=3.034917000681161 23.015595916579514 57.196387977123777 leaf_count=19 1184 1040 internal_value=0 -1.5361e-05 internal_weight=0 80.212 internal_count=2243 2224 is_linear=0 shrinkage=0.000439788 Tree=7729 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=1.9481 2.20514 threshold=-0.44508499999999995 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017463211930062852 -0.0066810956726700574 0.0015619050565862684 leaf_weight=3.0296929781325153 22.884646912088556 56.836933358600618 leaf_count=19 1184 1040 internal_value=0 -0.00080534 internal_weight=0 79.7216 internal_count=2243 2224 is_linear=0 shrinkage=0.0224292 Tree=7730 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=1.82824 1.76391 threshold=0.093235000000000012 -0.27336999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034343606269053633 -0.00036613266476584168 2.134274799141795e-05 leaf_weight=2.6313051414681459 2.5675378412561249 78.577741470689489 leaf_count=50 40 2153 internal_value=0 9.44538e-06 internal_weight=0 81.209 internal_count=2243 2203 is_linear=0 shrinkage=0.000439788 Tree=7731 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=1.86609 2.11325 threshold=-0.44508499999999995 0.077845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017119209192693285 -0.0065422252696610231 0.0015297347653887041 leaf_weight=3.0204894687049082 22.863932477860999 56.84019291138884 leaf_count=19 1184 1040 internal_value=0 -0.0007868 internal_weight=0 79.7041 internal_count=2243 2224 is_linear=0 shrinkage=0.0224292 Tree=7732 num_leaves=4 num_cat=0 split_feature=484 157 52 split_gain=2.52659 2.30716 1.9544 threshold=-1.0000000180025095e-35 -0.083944999999999978 0.0031350000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051389733338388737 -0.00037787421110625633 3.3754499591250736e-05 3.9149781891435374e-05 leaf_weight=3.1417938466729529 2.7106165433906417 74.833796485674611 2.0251461606640078 leaf_count=235 131 1771 116 internal_value=0 1.92763e-05 -0.000297788 internal_weight=0 77.5444 5.16694 internal_count=2253 1902 351 is_linear=0 shrinkage=0.000439788 Tree=7733 num_leaves=4 num_cat=0 split_feature=484 3 52 split_gain=2.48294 2.30953 1.97466 threshold=-1.0000000180025095e-35 0.085395000000000013 0.0031350000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026259394396099252 0.0033393633781640905 -0.0054068609998563196 0.0021963595098098174 leaf_weight=3.1118364674584873 56.247967601218988 20.785364512143133 2.012721033715934 leaf_count=235 1650 252 116 internal_value=0 0.000978676 -0.0151164 internal_weight=0 77.0333 5.12456 internal_count=2253 1902 351 is_linear=0 shrinkage=0.0224292 Tree=7734 num_leaves=4 num_cat=0 split_feature=484 157 52 split_gain=2.55141 2.31125 1.97432 threshold=-1.0000000180025095e-35 -0.083944999999999978 0.0031350000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051212059555504335 -0.00037358004726877135 3.6513500074109639e-05 4.0265630473609797e-05 leaf_weight=3.1619113502929386 2.7361194865143252 75.4298583944028 2.0588350316829747 leaf_count=235 131 1771 116 internal_value=0 2.20709e-05 -0.00029493 internal_weight=0 78.166 5.22075 internal_count=2253 1902 351 is_linear=0 shrinkage=0.000439788 Tree=7735 num_leaves=4 num_cat=0 split_feature=484 157 52 split_gain=2.3962 2.28359 1.93044 threshold=-1.0000000180025095e-35 -0.083944999999999978 0.0031350000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026069629387162299 -0.019268657354336576 0.0016955165586885837 0.0021449399844438574 leaf_weight=3.0654781466910199 2.6900315275197491 74.389178887041453 2.01357192310752 leaf_count=235 131 1771 116 internal_value=0 0.000959285 -0.0149179 internal_weight=0 77.0792 5.07905 internal_count=2253 1902 351 is_linear=0 shrinkage=0.0224292 Tree=7736 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=2.85282 2.2884 threshold=0.25682500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010518888592936749 0.023021242546479397 0.00068798576277326047 leaf_weight=10.611781647506175 2.5830797780872663 66.517910132438374 leaf_count=630 101 1532 internal_value=0 -0.000856118 internal_weight=0 77.1297 internal_count=2263 2162 is_linear=0 shrinkage=0.0224292 Tree=7737 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=2.84805 2.28291 threshold=0.25682500000000003 0.087260000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3640419298272589e-06 0.00045120261328358629 -0.00033726497734609608 leaf_weight=74.614142260869812 2.5868813862689413 4.041034229212527 leaf_count=1991 101 171 internal_value=0 -1.61112e-05 internal_weight=0 78.6552 internal_count=2263 2162 is_linear=0 shrinkage=0.000439788 Tree=7738 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=2.92396 2.31114 threshold=0.25682500000000003 0.087260000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4106174839949472e-07 0.00045185952711068039 -0.00034274944068139751 leaf_weight=74.043141025671503 2.6382174940736141 3.9836949991258725 leaf_count=1991 101 171 internal_value=0 -1.72551e-05 internal_weight=0 78.0268 internal_count=2263 2162 is_linear=0 shrinkage=0.000439788 Tree=7739 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=2.78652 2.29103 threshold=0.25682500000000003 0.087260000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0375414830341251e-05 0.023002018377248891 -0.017478477954164774 leaf_weight=73.219803735864843 2.5290226021679691 3.9297282367297148 leaf_count=1991 101 171 internal_value=0 -0.000837095 internal_weight=0 77.1495 internal_count=2263 2162 is_linear=0 shrinkage=0.0224292 Tree=7740 num_leaves=4 num_cat=0 split_feature=403 10 403 split_gain=2.09781 2.10089 1.50118 threshold=0.092660000000000006 -0.012544999999999999 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035212266318669655 0.00047637137465589584 -1.0651366565044379e-05 5.4970981214568679e-05 leaf_weight=3.2013137269932477 3.2191562363004769 74.840357095913987 3.3139567909347534 leaf_count=79 28 2066 144 internal_value=0 4.3123e-06 0.000263397 internal_weight=0 78.0417 6.53311 internal_count=2317 2145 172 is_linear=0 shrinkage=0.000439788 Tree=7741 num_leaves=4 num_cat=0 split_feature=403 10 403 split_gain=2.00637 1.98966 1.65254 threshold=0.092660000000000006 -0.012544999999999999 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034510434060767579 0.00048087584148582408 -8.3920648899333724e-06 4.0201326879696742e-05 leaf_weight=3.1923980338724496 3.2487354374025008 74.980026807907961 3.3238038073504867 leaf_count=79 28 2066 144 internal_value=0 6.12472e-06 0.000258784 internal_weight=0 78.1724 6.57254 internal_count=2317 2145 172 is_linear=0 shrinkage=0.000439788 Tree=7742 num_leaves=4 num_cat=0 split_feature=403 10 403 split_gain=2.16807 1.99867 1.53728 threshold=0.092660000000000006 -0.012544999999999999 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017673496120319356 0.024589351479056287 -0.00054971803063496303 0.0027789594110689255 leaf_weight=3.1383363998647829 3.2330314551072652 73.696273938609465 3.2618398898011947 leaf_count=79 28 2066 144 internal_value=0 0.000198821 0.013676 internal_weight=0 76.8346 6.49487 internal_count=2317 2145 172 is_linear=0 shrinkage=0.0224292 Tree=7743 num_leaves=4 num_cat=0 split_feature=403 10 403 split_gain=2.0804 1.92188 1.49057 threshold=0.092660000000000006 -0.012544999999999999 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017383027581037963 0.024227219066437631 -0.00053737844553566384 0.0027145517280963418 leaf_weight=3.1197424736201347 3.2083247052723882 73.698029277621572 3.2647557959353435 leaf_count=79 28 2066 144 internal_value=0 0.000194548 0.013417 internal_weight=0 76.8178 6.47308 internal_count=2317 2145 172 is_linear=0 shrinkage=0.0224292 Tree=7744 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=2.50815 3.04706 1.73376 threshold=0.099705000000000002 0.11429000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042472744536003765 0.015226178084776951 0.016460117294495324 0.0024803476714497924 leaf_weight=48.011591418604439 6.9550392337914699 3.843608994386158 23.370777194933908 leaf_count=1640 221 20 377 internal_value=0 -0.00270691 0.00541127 internal_weight=0 51.8552 30.3258 internal_count=2258 1660 598 is_linear=0 shrinkage=0.0224292 Tree=7745 num_leaves=4 num_cat=0 split_feature=1 158 12 split_gain=2.37247 3.01081 1.7722 threshold=0.099705000000000002 0.084765000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.389243749445844e-05 0.00029754525496356423 -0.00048473583896858631 4.6684838017632761e-05 leaf_weight=49.592078490618405 7.0582278846450235 2.8835494823506442 23.683809289941564 leaf_count=1487 221 173 377 internal_value=0 -4.9383e-05 0.00010443 internal_weight=0 52.4756 30.742 internal_count=2258 1660 598 is_linear=0 shrinkage=0.000439788 Tree=7746 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=2.39982 2.92941 1.6846 threshold=0.099705000000000002 0.11429000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041508014602017517 0.015035097752393272 0.016222190626429892 0.0024240610784523817 leaf_weight=47.997014109194424 6.8879789779784941 3.8153695150976992 23.365060388110578 leaf_count=1640 221 20 377 internal_value=0 -0.00264515 0.005303 internal_weight=0 51.8124 30.253 internal_count=2258 1660 598 is_linear=0 shrinkage=0.0224292 Tree=7747 num_leaves=4 num_cat=0 split_feature=1 158 12 split_gain=2.29855 2.89819 1.63564 threshold=0.099705000000000002 0.084765000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013161096938073386 0.0148451025394591 -0.024731411624569873 0.0023709102549265702 leaf_weight=48.965954658973715 6.8206762300360451 2.7930388897575531 23.353606609623967 leaf_count=1487 221 173 377 internal_value=0 -0.00258831 0.00519821 internal_weight=0 51.759 30.1743 internal_count=2258 1660 598 is_linear=0 shrinkage=0.0224292 Tree=7748 num_leaves=4 num_cat=0 split_feature=133 51 16 split_gain=2.20366 2.37051 2.25517 threshold=0.093405000000000016 0.10707500000000002 0.16333000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.947497166345895e-05 -9.9245258804289051e-05 -0.00025338115764440383 -0.00067211418414471545 leaf_weight=72.594426484516589 5.775875818268104 5.7517276714179379 1.7107986448318113 leaf_count=1702 348 144 64 internal_value=0 1.79187e-05 -0.00023153 internal_weight=0 78.3462 7.48667 internal_count=2258 1846 412 is_linear=0 shrinkage=0.000439788 Tree=7749 num_leaves=4 num_cat=0 split_feature=133 51 16 split_gain=2.24399 2.31995 2.30461 threshold=0.093405000000000016 0.10707500000000002 0.16333000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019343361506016996 -0.0051792129340243742 -0.012964116602066936 -0.034844946421907122 leaf_weight=71.468959886997254 5.6639025731165011 5.6564753234497394 1.7012269285405635 leaf_count=1702 348 144 64 internal_value=0 0.000838727 -0.0121039 internal_weight=0 77.1254 7.36513 internal_count=2258 1846 412 is_linear=0 shrinkage=0.0224292 Tree=7750 num_leaves=4 num_cat=0 split_feature=133 16 51 split_gain=2.14991 2.22694 2.21848 threshold=0.093405000000000016 0.16333000000000003 0.10707500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018912672224852369 -0.005067300861342201 -0.034307509567660134 -0.012681667228387596 leaf_weight=71.457556645519617 5.6596192614488237 1.6895545288352876 5.6532246731985643 leaf_count=1702 348 64 144 internal_value=0 -0.011861 0.000820007 internal_weight=0 7.34917 77.1108 internal_count=2258 412 1846 is_linear=0 shrinkage=0.0224292 Tree=7751 num_leaves=4 num_cat=0 split_feature=133 16 14 split_gain=2.07905 2.16495 2.16149 threshold=0.093405000000000016 0.16333000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027318018310714526 -9.7082262712934025e-05 -0.00066095146584916394 3.4896572634467804e-05 leaf_weight=4.6678756364781284 5.7525561734801149 1.6924114272951554 73.154598942836856 leaf_count=101 348 64 1745 internal_value=0 -0.000226625 1.63553e-05 internal_weight=0 7.44497 77.8225 internal_count=2258 412 1846 is_linear=0 shrinkage=0.000439788 Tree=7752 num_leaves=3 num_cat=0 split_feature=9 402 split_gain=2.40692 1.98896 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003579974902025406 -0.0003389521059676639 1.757315636507183e-05 leaf_weight=2.8133339445703305 4.1650927935697828 73.44819342471601 leaf_count=284 67 1919 internal_value=0 3.63199e-06 internal_weight=0 76.2615 internal_count=2270 2203 is_linear=0 shrinkage=0.000439788 Tree=7753 num_leaves=3 num_cat=0 split_feature=9 402 split_gain=2.40353 1.93317 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018172691436361604 -0.017370170697752516 0.00085375343969772057 leaf_weight=2.7702589411928775 4.135539897484704 72.823204070053634 leaf_count=284 67 1919 internal_value=0 0.000152082 internal_weight=0 75.5935 internal_count=2270 2203 is_linear=0 shrinkage=0.0224292 Tree=7754 num_leaves=3 num_cat=0 split_feature=9 402 split_gain=2.26711 1.94221 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035567027260406615 -0.00032976222853243667 1.6560762162961372e-05 leaf_weight=2.7960523892361371 4.1628401165507958 73.399475688023813 leaf_count=284 67 1919 internal_value=0 2.81579e-06 internal_weight=0 76.1955 internal_count=2270 2203 is_linear=0 shrinkage=0.000439788 Tree=7755 num_leaves=4 num_cat=0 split_feature=0 3 0 split_gain=2.40951 2.39355 0.948854 threshold=0.043130000000000009 -0.081224999999999978 0.12084000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001733658307487791 0.00033914019266309943 8.1654755853650287e-06 7.0726188421090945e-05 leaf_weight=19.379755150700475 4.4029319748369726 50.928907985896331 6.0395094198465813 leaf_count=996 79 1087 108 internal_value=0 -4.1905e-05 0.000184312 internal_weight=0 70.3087 10.4424 internal_count=2270 2083 187 is_linear=0 shrinkage=0.000439788 Tree=7756 num_leaves=4 num_cat=0 split_feature=4 403 15 split_gain=2.48964 4.11139 2.95574 threshold=-0.032169999999999997 0.03138500000000001 0.091270000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018673090223042397 3.8841371873031015e-05 0.00018064537805061631 0.0003641716390363708 leaf_weight=21.143136685726862 51.451346368383838 8.1480473908122786 6.0167683051113263 leaf_count=913 1160 181 49 internal_value=0 -8.44852e-05 7.30123e-05 internal_weight=0 29.2912 57.4681 internal_count=2303 1094 1209 is_linear=0 shrinkage=0.000439788 Tree=7757 num_leaves=3 num_cat=0 split_feature=11 403 split_gain=2.42216 2.24593 threshold=0.081790000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022020288484510844 -0.00027291709641676722 5.8906569245361577e-05 leaf_weight=6.0015595843033216 5.1217119930715844 75.577146145088136 leaf_count=553 121 1629 internal_value=0 3.83264e-05 internal_weight=0 81.5787 internal_count=2303 2182 is_linear=0 shrinkage=0.000439788 Tree=7758 num_leaves=3 num_cat=0 split_feature=11 13 split_gain=2.46873 2.62311 threshold=0.081790000000000015 -0.53696499999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025225355135985259 -0.014130330704922664 0.0026234449702460475 leaf_weight=1.7201636967947695 5.041922246287867 78.568737400870305 leaf_count=26 121 2156 internal_value=0 0.00202094 internal_weight=0 80.2889 internal_count=2303 2182 is_linear=0 shrinkage=0.0224292 Tree=7759 num_leaves=4 num_cat=0 split_feature=4 403 15 split_gain=2.40985 4.09724 2.81265 threshold=-0.032169999999999997 0.03138500000000001 0.091270000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018637935597654007 3.7796183706609903e-05 0.00018121130913935975 0.00035633819751981988 leaf_weight=21.056765009991071 51.13447259070881 8.1087724603530642 5.971086859208298 leaf_count=913 1160 181 49 internal_value=0 -8.4128e-05 7.12116e-05 internal_weight=0 29.1655 57.1056 internal_count=2303 1094 1209 is_linear=0 shrinkage=0.000439788 Tree=7760 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=2.28651 2.15498 threshold=-0.40771999999999992 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051371140298654867 3.4197604354330074e-05 -0.00036386845668737633 leaf_weight=1.5638375650196383 74.868693424028152 2.7071034270338705 leaf_count=88 2106 79 internal_value=0 2.02205e-05 internal_weight=0 77.5758 internal_count=2273 2185 is_linear=0 shrinkage=0.000439788 Tree=7761 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=2.27808 2.08658 threshold=-0.40771999999999992 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026216928972826032 0.0017092341208173557 -0.018410109665017219 leaf_weight=1.5589219303183188 74.258179292636214 2.6679623279305806 leaf_count=88 2106 79 internal_value=0 0.00100706 internal_weight=0 76.9261 internal_count=2273 2185 is_linear=0 shrinkage=0.0224292 Tree=7762 num_leaves=4 num_cat=0 split_feature=16 1447 16 split_gain=2.195 3.31596 3.29269 threshold=-0.083134999999999987 -0.086059999999999984 -0.088204999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5029019804452497e-05 0.00049356379823313143 -7.7692655089148672e-05 0.00046618986199949353 leaf_weight=30.2156886134253 2.0388645226412327 43.721950776008271 4.0563780149241202 leaf_count=679 62 1409 123 internal_value=0 -5.20452e-05 9.51086e-05 internal_weight=0 45.7608 34.2721 internal_count=2273 1471 802 is_linear=0 shrinkage=0.000439788 Tree=7763 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=2.21855 2.00403 threshold=-0.40771999999999992 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026124202275502755 0.0016726561317651596 -0.018098964233470422 leaf_weight=1.5299756234307995 74.277031292888751 2.6526752880945415 leaf_count=88 2106 79 internal_value=0 0.000986573 internal_weight=0 76.9297 internal_count=2273 2185 is_linear=0 shrinkage=0.0224292 Tree=7764 num_leaves=3 num_cat=0 split_feature=1447 4 split_gain=1.8357 2.03627 threshold=-0.086059999999999984 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037516349508205947 -0.0003080903781784539 3.2469414288430613e-06 leaf_weight=2.3949403458063889 4.2878991580218999 71.755208416262576 leaf_count=89 107 2060 internal_value=0 -1.43816e-05 internal_weight=0 76.0431 internal_count=2256 2167 is_linear=0 shrinkage=0.000439788 Tree=7765 num_leaves=3 num_cat=0 split_feature=1447 4 split_gain=1.81767 2.09667 threshold=-0.086059999999999984 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019132055315985382 -0.016015721183648801 0.00017208288727812459 leaf_weight=2.3683812084764204 4.2482776144170193 70.907354518028114 leaf_count=89 107 2060 internal_value=0 -0.00074679 internal_weight=0 75.1556 internal_count=2256 2167 is_linear=0 shrinkage=0.0224292 Tree=7766 num_leaves=3 num_cat=0 split_feature=1447 4 split_gain=1.74451 2.00664 threshold=-0.086059999999999984 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01878244419828607 -0.01567721158548905 0.00016822561218871997 leaf_weight=2.3588207077682446 4.2431371056009075 70.906775778147676 leaf_count=89 107 2060 internal_value=0 -0.000730198 internal_weight=0 75.1499 internal_count=2256 2167 is_linear=0 shrinkage=0.0224292 Tree=7767 num_leaves=3 num_cat=0 split_feature=1447 4 split_gain=1.67415 1.92027 threshold=-0.086059999999999984 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018437499518551025 -0.015344358155005096 0.00016445475256966825 leaf_weight=2.3495187487151261 4.2384143511299035 70.906210622171784 leaf_count=89 107 2060 internal_value=0 -0.00071397 internal_weight=0 75.1446 internal_count=2256 2167 is_linear=0 shrinkage=0.0224292 Tree=7768 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=2.38425 2.47386 threshold=0.15100500000000003 -0.088729999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028473743787270584 0.00028527355881454201 8.2136779137302646e-07 leaf_weight=6.3646112523274487 5.1776611923705778 72.597053216103177 leaf_count=100 47 2121 internal_value=0 -2.2259e-05 internal_weight=0 78.9617 internal_count=2268 2221 is_linear=0 shrinkage=0.000439788 Tree=7769 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=2.36729 2.45498 threshold=0.15100500000000003 -0.088729999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028134502055566298 0.00028523518581272621 2.5190887893868133e-06 leaf_weight=6.3903518024599171 5.2057116647192734 73.085921427360972 leaf_count=100 47 2121 internal_value=0 -2.03673e-05 internal_weight=0 79.4763 internal_count=2268 2221 is_linear=0 shrinkage=0.000439788 Tree=7770 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=2.35226 2.45368 threshold=0.15100500000000003 -0.088729999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002872952242537084 0.00027840391688089037 -3.8744926899958863e-06 leaf_weight=6.4069271973567075 5.1867849797999943 73.300639031899664 leaf_count=100 47 2121 internal_value=0 -2.67193e-05 internal_weight=0 79.7076 internal_count=2268 2221 is_linear=0 shrinkage=0.000439788 Tree=7771 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=2.336 2.51293 threshold=0.15100500000000003 -0.088729999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014719035067937914 0.014402977816390354 5.7972839335744955e-06 leaf_weight=6.3240060575772068 5.1355104953108812 72.154166335131777 leaf_count=100 47 2121 internal_value=0 -0.00118406 internal_weight=0 78.4782 internal_count=2268 2221 is_linear=0 shrinkage=0.0224292 Tree=7772 num_leaves=4 num_cat=0 split_feature=159 1 12 split_gain=2.1371 2.69699 1.05394 threshold=-0.032739999999999991 0.13130500000000003 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042225490817556725 0.00021974440056014892 0.016531872346941409 -0.026365941279081293 leaf_weight=2.2822257163934401 71.590008360758475 5.4710022586805271 2.0509470450697336 leaf_count=51 1783 148 251 internal_value=0 0.00138164 -0.014773 internal_weight=0 77.061 4.33317 internal_count=2233 1931 302 is_linear=0 shrinkage=0.0224292 Tree=7773 num_leaves=4 num_cat=0 split_feature=159 1 12 split_gain=2.12805 2.56156 1.03605 threshold=-0.032739999999999991 0.13130500000000003 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.4045722077516079e-05 6.3304072540071945e-06 0.00031717677034066025 -0.00051487517453959603 leaf_weight=2.2960613464238113 72.50454876270669 5.4986153532881863 2.0337851153244628 leaf_count=51 1783 148 251 internal_value=0 2.83149e-05 -0.000287784 internal_weight=0 78.0032 4.32985 internal_count=2233 1931 302 is_linear=0 shrinkage=0.000439788 Tree=7774 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=1.84617 2.87297 threshold=0.14000500000000002 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2198496887355625e-05 0.00030071522884340241 -0.00040546822035189881 leaf_weight=75.30833107201488 3.9837864200308095 3.3069174111933526 leaf_count=2097 82 54 internal_value=0 -5.46465e-06 internal_weight=0 78.6152 internal_count=2233 2151 is_linear=0 shrinkage=0.000439788 Tree=7775 num_leaves=4 num_cat=0 split_feature=159 1 1 split_gain=2.06082 2.59243 0.881895 threshold=-0.032739999999999991 0.13130500000000003 0.11634000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024319060171497115 0.00021635697963321668 0.016254431789360407 -0.0039716125012386073 leaf_weight=2.2257234315511587 71.62950247524077 5.4374438727318184 2.0672664068988524 leaf_count=272 1783 148 30 internal_value=0 0.00135167 -0.0145818 internal_weight=0 77.0669 4.29299 internal_count=2233 1931 302 is_linear=0 shrinkage=0.0224292 Tree=7776 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=2.26285 2.50962 threshold=0.075585000000000013 0.085245000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1337239499114932e-05 -0.014414570065123315 0.013133763935217101 leaf_weight=72.248649005229709 4.828295480219821 8.1684647563888557 leaf_count=1945 122 211 internal_value=0 0.00136503 internal_weight=0 80.4171 internal_count=2278 2156 is_linear=0 shrinkage=0.0224292 Tree=7777 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=2.16646 2.41732 threshold=0.075585000000000013 0.085245000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.063442090789732e-05 -0.014117250815320522 0.012929812570262511 leaf_weight=72.24866933545627 4.8199063883948829 8.112153771271549 leaf_count=1945 122 211 internal_value=0 0.00133552 internal_weight=0 80.3608 internal_count=2278 2156 is_linear=0 shrinkage=0.0224292 Tree=7778 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=2.07392 2.32803 threshold=0.075585000000000013 0.085245000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9947570577903948e-05 -0.013824218863844341 0.012727155953314979 leaf_weight=72.248689485257273 4.8121698532122528 8.057407408141442 leaf_count=1945 122 211 internal_value=0 0.00130663 internal_weight=0 80.3061 internal_count=2278 2156 is_linear=0 shrinkage=0.0224292 Tree=7779 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=1.9851 2.24167 threshold=0.075585000000000013 0.085245000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9276069137277791e-05 -0.013535544137669164 0.012525859848820592 leaf_weight=72.248708693488425 4.8050542269775169 8.0041826755150378 leaf_count=1945 122 211 internal_value=0 0.00127833 internal_weight=0 80.2529 internal_count=2278 2156 is_linear=0 shrinkage=0.0224292 Tree=7780 num_leaves=4 num_cat=0 split_feature=2 43 3 split_gain=3.64976 4.14983 4.04854 threshold=0.088435000000000014 0.019175000000000001 -0.078904999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003387600483299451 -1.0846221020190083e-05 0.00031240389632521229 -8.3846426947886349e-07 leaf_weight=12.024093764290685 38.706084908144476 9.5637867915320367 15.925064912742526 leaf_count=763 951 213 335 internal_value=0 5.3298e-05 -0.000146349 internal_weight=0 48.2699 27.9492 internal_count=2262 1164 1098 is_linear=0 shrinkage=0.000439788 Tree=7781 num_leaves=4 num_cat=0 split_feature=2 43 3 split_gain=3.70761 4.39142 3.97428 threshold=0.088435000000000014 0.019175000000000001 -0.078904999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033906006136188348 -1.3428424277688006e-05 0.0003177658366478065 -4.2607179289311623e-06 leaf_weight=12.021790658038755 38.766255473570709 9.6565305445383256 15.931868639854654 leaf_count=763 951 213 335 internal_value=0 5.27179e-05 -0.000148378 internal_weight=0 48.4228 27.9537 internal_count=2262 1164 1098 is_linear=0 shrinkage=0.000439788 Tree=7782 num_leaves=4 num_cat=0 split_feature=2 43 3 split_gain=3.60654 4.188 3.96864 threshold=0.088435000000000014 0.019175000000000001 -0.078904999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017386010513298782 -0.00066019988531848517 0.016016269680112976 -0.00019115460485688419 leaf_weight=11.771541307671216 38.106072794587817 9.4360916616651576 15.804457329060822 leaf_count=763 951 213 335 internal_value=0 0.00265482 -0.00753818 internal_weight=0 47.5422 27.576 internal_count=2262 1164 1098 is_linear=0 shrinkage=0.0224292 Tree=7783 num_leaves=4 num_cat=0 split_feature=2 43 3 split_gain=3.68013 4.08286 3.81299 threshold=0.088435000000000014 0.019175000000000001 -0.078904999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033507706220581675 -9.4788365305322712e-06 0.00031166610014477512 -5.9134131240457243e-06 leaf_weight=11.875254859583494 38.581079464707727 9.5332597756105297 15.914311023476328 leaf_count=763 951 213 335 internal_value=0 5.42504e-05 -0.000146708 internal_weight=0 48.1143 27.7896 internal_count=2262 1164 1098 is_linear=0 shrinkage=0.000439788 Tree=7784 num_leaves=4 num_cat=0 split_feature=52 1 131 split_gain=2.10595 2.56101 2.26823 threshold=0.090300000000000005 0.10114000000000002 0.10033500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9681373063873599e-05 -0.00025849535982774017 0.0001370242511854834 0.00039475733339717237 leaf_weight=65.447007250516435 10.12561828079606 4.5887228280917034 3.4471486515394636 leaf_count=1594 434 104 120 internal_value=0 -0.000135133 4.80524e-05 internal_weight=0 14.7143 68.8942 internal_count=2252 538 1714 is_linear=0 shrinkage=0.000439788 Tree=7785 num_leaves=4 num_cat=0 split_feature=52 43 131 split_gain=2.10395 2.49085 2.17831 threshold=0.090300000000000005 -0.51416499999999987 0.10033500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2154155311845088e-05 0.00038718064302787779 -0.00019479850921795642 0.00038870238100812001 leaf_weight=66.265665658953367 1.5756217308517069 13.229674974162206 3.4698785265063625 leaf_count=1594 10 528 120 internal_value=0 -0.000132444 4.99967e-05 internal_weight=0 14.8053 69.7355 internal_count=2252 538 1714 is_linear=0 shrinkage=0.000439788 Tree=7786 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=2.12025 2.52009 2.01133 threshold=0.090300000000000005 0.10114000000000002 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033737140900990206 -0.013258069572366443 0.0068661749744069146 -0.013670395163717975 leaf_weight=64.644745232455534 9.9959170543979763 4.5396140554366857 3.662727236027421 leaf_count=1663 434 104 51 internal_value=0 -0.00697227 0.00245622 internal_weight=0 14.5355 68.3075 internal_count=2252 538 1714 is_linear=0 shrinkage=0.0224292 Tree=7787 num_leaves=4 num_cat=0 split_feature=52 3 131 split_gain=2.03573 2.48354 2.28846 threshold=0.090300000000000005 -0.077774999999999983 0.10033500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7426917165741186e-05 -0.00034619265735082188 1.9746823579657543e-05 0.00039354778896272551 leaf_weight=65.658944804320527 6.1756214696456473 8.5168789042363624 3.4580790193067505 leaf_count=1594 279 259 120 internal_value=0 -0.000134316 4.58484e-05 internal_weight=0 14.6925 69.117 internal_count=2252 538 1714 is_linear=0 shrinkage=0.000439788 Tree=7788 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.77097 4.87098 1.90414 threshold=-0.11242499999999998 1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030864555946986266 -0.00025300063311194446 1.30328954686587e-05 -1.9961938306759812e-05 leaf_weight=10.986477170881697 18.439461273039342 47.73377394929048 4.9389472196990019 leaf_count=162 1120 888 117 internal_value=0 -6.11501e-05 0.000206833 internal_weight=0 66.1732 15.9254 internal_count=2287 2008 279 is_linear=0 shrinkage=0.000439788 Tree=7789 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=4.59068 3.76807 1.83672 threshold=-0.10628499999999998 1.0000000180025095e-35 0.084635000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011146666905616882 -0.00023455641559720104 2.8608019056702714e-06 0.00044542805519850862 leaf_weight=13.43432073047734 17.791235827629862 47.178900779086689 4.1648659557104102 leaf_count=269 1100 881 37 internal_value=0 -6.22026e-05 0.000190896 internal_weight=0 64.9701 17.5992 internal_count=2287 1981 306 is_linear=0 shrinkage=0.000439788 Tree=7790 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=4.57529 3.80104 1.87781 threshold=-0.10628499999999998 1.0000000180025095e-35 0.084635000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056334407657590664 -0.012153597615344664 0.00013733097988172645 0.022990731703215618 leaf_weight=13.110834391965001 17.411213073204181 46.228800725100882 4.1106982984929337 leaf_count=269 1100 881 37 internal_value=0 -0.00322797 0.00979742 internal_weight=0 63.64 17.2215 internal_count=2287 1981 306 is_linear=0 shrinkage=0.0224292 Tree=7791 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.39292 4.5523 1.88447 threshold=-0.11242499999999998 1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015507394383849966 -0.012563406288927608 0.00067351062897006244 -0.0013625812955883219 leaf_weight=10.705442570348167 18.065737637937673 47.13126575750357 4.8277124562728195 leaf_count=162 1120 888 117 internal_value=0 -0.00299697 0.010269 internal_weight=0 65.197 15.5332 internal_count=2287 2008 279 is_linear=0 shrinkage=0.0224292 Tree=7792 num_leaves=4 num_cat=0 split_feature=159 13 16 split_gain=2.43487 1.77448 0.99326 threshold=0.10506000000000001 -0.53696499999999991 0.050115000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022262578597622807 -0.0039891182579901473 0.001746365752848363 -0.027999019968167442 leaf_weight=1.5615306672407303 1.5256233825675729 76.666796975086072 2.0104517842537462 leaf_count=20 115 2023 68 internal_value=0 0.0012618 -0.0177171 internal_weight=0 78.2283 3.53608 internal_count=2226 2043 183 is_linear=0 shrinkage=0.0224292 Tree=7793 num_leaves=3 num_cat=0 split_feature=13 156 split_gain=1.94149 2.06843 threshold=-0.53696499999999991 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022609573687860571 0.0017500639254227656 -0.015212877641822595 leaf_weight=1.7808821724611323 76.190270939145194 3.7774325878899608 leaf_count=22 2007 197 internal_value=0 0.000945346 internal_weight=0 79.9677 internal_count=2226 2204 is_linear=0 shrinkage=0.0224292 Tree=7794 num_leaves=4 num_cat=0 split_feature=159 3 52 split_gain=2.24959 1.91255 1.06014 threshold=0.10506000000000001 -0.10628499999999998 -0.071759999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014995411925177769 -0.00055851050745196805 -1.2361070104565091e-05 -8.1137362125501154e-05 leaf_weight=18.155939096906877 1.8641422418568256 61.710141797583219 1.7374665418610664 leaf_count=260 83 1783 100 internal_value=0 2.4565e-05 -0.000329861 internal_weight=0 79.8661 3.60161 internal_count=2226 2043 183 is_linear=0 shrinkage=0.000439788 Tree=7795 num_leaves=3 num_cat=0 split_feature=2 151 split_gain=1.66294 1.85451 threshold=-0.18970999999999996 -0.086769999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045502481541314261 0.00016015431307278653 -2.5902131578609709e-05 leaf_weight=1.578975775373691 12.171042431106796 69.058660740631694 leaf_count=42 202 1982 internal_value=0 2.00669e-06 internal_weight=0 81.2297 internal_count=2226 2184 is_linear=0 shrinkage=0.000439788 Tree=7796 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.06716 3.29098 2.08954 threshold=-0.10628499999999998 -0.086624999999999994 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011781021976150339 -0.020900003041601029 -0.00056542431246966725 -0.0050873800532761039 leaf_weight=12.36035954372892 4.2688691415833082 60.457321629721264 5.2527837036823248 leaf_count=171 338 1661 118 internal_value=0 -0.00191231 0.00675028 internal_weight=0 64.7262 17.6131 internal_count=2288 1999 289 is_linear=0 shrinkage=0.0224292 Tree=7797 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=1.98034 3.19234 2.00559 threshold=-0.10628499999999998 -0.086624999999999994 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011561843012817588 -0.02070097656562405 -0.00055273430862502239 -0.0049736452454698541 leaf_weight=12.31309086775582 4.2140498812977958 60.458615884700521 5.2528278981690155 leaf_count=171 338 1661 118 internal_value=0 -0.00187131 0.00661712 internal_weight=0 64.6727 17.5659 internal_count=2288 1999 289 is_linear=0 shrinkage=0.0224292 Tree=7798 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=1.89705 3.09589 1.92481 threshold=-0.10628499999999998 -0.086624999999999994 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011345613078261464 -0.020499656973034987 -0.00054032938856323582 -0.0048623903335352553 leaf_weight=12.26721212580742 4.1607811645089887 60.459886021301827 5.2529394906982807 leaf_count=171 338 1661 118 internal_value=0 -0.00183114 0.00648608 internal_weight=0 64.6207 17.5202 internal_count=2288 1999 289 is_linear=0 shrinkage=0.0224292 Tree=7799 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.93616 2.34668 threshold=-0.47365999999999991 -0.10628499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002883539590478852 0.00012499917353693928 -5.7277950570655989e-05 leaf_weight=4.2337801153407773 17.600853449929673 60.780778841862229 leaf_count=67 289 1932 internal_value=0 -1.63265e-05 internal_weight=0 78.3816 internal_count=2288 2221 is_linear=0 shrinkage=0.000439788 Tree=7800 num_leaves=3 num_cat=0 split_feature=481 52 split_gain=1.88545 1.9858 threshold=-0.0079799999999999992 -0.11437499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017195631644263354 -0.005914848010210914 0.00440663780169844 leaf_weight=2.3895433483321531 10.895022970164062 66.656921541144129 leaf_count=253 378 1600 internal_value=0 0.00295551 internal_weight=0 77.5519 internal_count=2231 1978 is_linear=0 shrinkage=0.0224292 Tree=7801 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.33875 2.6145 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01846139395080457 0.028295963155215254 0.002333361417734763 leaf_weight=2.6211125705349323 1.9843804872944009 75.267453747233048 leaf_count=128 14 2089 internal_value=0 0.00300709 internal_weight=0 77.2518 internal_count=2231 2103 is_linear=0 shrinkage=0.0224292 Tree=7802 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.23977 2.53605 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018090705932114922 0.027998377670859016 0.0022813270920777236 leaf_weight=2.6152846335326094 1.9609589321771626 75.258065600243754 leaf_count=128 14 2089 internal_value=0 0.00294116 internal_weight=0 77.219 internal_count=2231 2103 is_linear=0 shrinkage=0.0224292 Tree=7803 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.14481 2.46004 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017725722891358039 0.027705234635241129 0.002230442944730042 leaf_weight=2.6097253164043641 1.9377244740026061 75.249014723909568 leaf_count=128 14 2089 internal_value=0 0.00287666 internal_weight=0 77.1867 internal_count=2231 2103 is_linear=0 shrinkage=0.0224292 Tree=7804 num_leaves=4 num_cat=0 split_feature=42 3 128 split_gain=2.347 3.46564 1.7655 threshold=-0.091229999999999992 -0.081224999999999978 0.086435000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037283718724718103 -0.00015525641778699268 4.6852046079103103e-05 -6.5803838320072547e-05 leaf_weight=5.5080243377924472 23.865703693472824 52.415784382945276 2.6066347324999697 leaf_count=145 894 1167 98 internal_value=0 -1.64034e-05 0.000232111 internal_weight=0 76.2815 8.11466 internal_count=2304 2061 243 is_linear=0 shrinkage=0.000439788 Tree=7805 num_leaves=3 num_cat=0 split_feature=4 133 split_gain=2.37441 2.27111 threshold=-0.49367499999999992 0.089675000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017372719522764087 -0.00040239380089968595 0.010356492373243717 leaf_weight=3.617968746519181 67.986674466169006 11.527308333606014 leaf_count=116 1689 499 internal_value=0 0.00115946 internal_weight=0 79.514 internal_count=2304 2188 is_linear=0 shrinkage=0.0224292 Tree=7806 num_leaves=4 num_cat=0 split_feature=42 3 128 split_gain=2.34897 3.39447 1.79488 threshold=-0.091229999999999992 -0.081224999999999978 0.086435000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037391489156011885 -0.00015614383979231579 4.444302610505139e-05 -7.0141241276115886e-05 leaf_weight=5.4614461617093166 23.710300265880505 52.223910547474588 2.5859070743535995 leaf_count=145 894 1167 98 internal_value=0 -1.82133e-05 0.000231395 internal_weight=0 75.9342 8.04735 internal_count=2304 2061 243 is_linear=0 shrinkage=0.000439788 Tree=7807 num_leaves=3 num_cat=0 split_feature=4 133 split_gain=2.27296 2.17191 threshold=-0.49367499999999992 0.089675000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017014652725534023 -0.00039430299695507478 0.010129711538798387 leaf_weight=3.6116579392401027 68.000711342626346 11.519958980233239 leaf_count=116 1689 499 internal_value=0 0.00113235 internal_weight=0 79.5207 internal_count=2304 2188 is_linear=0 shrinkage=0.0224292 Tree=7808 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.09787 2.61499 threshold=0.093235000000000012 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043444926799110793 -0.00038706969557744577 6.0420559563783273e-06 leaf_weight=2.8395066915545604 2.4889446695306097 76.635770498385682 leaf_count=29 40 2172 internal_value=0 2.14489e-05 internal_weight=0 79.4753 internal_count=2241 2201 is_linear=0 shrinkage=0.000439788 Tree=7809 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.06459 2.61455 threshold=0.093235000000000012 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043710366238328547 -0.00038379914018655392 6.8759486013612656e-06 leaf_weight=2.8150430853711432 2.4782272031588937 75.861569424608206 leaf_count=29 40 2172 internal_value=0 2.23718e-05 internal_weight=0 78.6766 internal_count=2241 2201 is_linear=0 shrinkage=0.000439788 Tree=7810 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.07308 2.59846 threshold=0.093235000000000012 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022314184569945494 -0.019706527269149281 0.00038299569194700405 leaf_weight=2.8008037578547365 2.4479987424128913 75.098976631874848 leaf_count=29 40 2172 internal_value=0 0.00117678 internal_weight=0 77.8998 internal_count=2241 2201 is_linear=0 shrinkage=0.0224292 Tree=7811 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.78929 2.03205 threshold=-0.087944999999999982 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034863364284483763 0.00034218054881457742 6.586395751541313e-06 leaf_weight=2.5807640662351323 3.6408190240763352 75.075588471652281 leaf_count=55 62 2124 internal_value=0 2.21876e-05 internal_weight=0 78.7164 internal_count=2241 2186 is_linear=0 shrinkage=0.000439788 Tree=7812 num_leaves=4 num_cat=0 split_feature=159 2 51 split_gain=1.91421 3.53068 2.00132 threshold=0.091305000000000011 0.11351500000000002 -0.39981499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003430822212927127 -0.000396555691730279 0.00030902874138322259 1.9618900168172154e-05 leaf_weight=3.8736796939338083 5.0391019714907079 1.8659763227915389 74.627181108156037 leaf_count=62 173 92 1953 internal_value=0 -0.000205557 3.566e-05 internal_weight=0 6.90508 78.5009 internal_count=2280 265 2015 is_linear=0 shrinkage=0.000439788 Tree=7813 num_leaves=4 num_cat=0 split_feature=159 2 51 split_gain=1.86484 3.46631 1.95118 threshold=0.091305000000000011 0.11339 -0.39981499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033876168582635505 -0.00039389436737229696 0.00030574620697947129 2.0421070320742816e-05 leaf_weight=3.9011168340985014 4.9814786898850789 1.8702136308420447 74.456247614153654 leaf_count=62 172 93 1953 internal_value=0 -0.000202604 3.63487e-05 internal_weight=0 6.85169 78.3574 internal_count=2280 265 2015 is_linear=0 shrinkage=0.000439788 Tree=7814 num_leaves=4 num_cat=0 split_feature=159 2 9 split_gain=1.81974 3.57263 1.87233 threshold=0.091305000000000011 0.11351500000000002 0.084755000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1877165588154521e-05 -0.00039256556900038277 0.00031531410877256856 -0.0002373308003554368 leaf_weight=74.318102580129107 5.0385586477241295 1.8796757035452172 4.578596724299131 leaf_count=1951 173 92 64 internal_value=0 -0.000199897 3.50403e-05 internal_weight=0 6.91823 78.8967 internal_count=2280 265 2015 is_linear=0 shrinkage=0.000439788 Tree=7815 num_leaves=4 num_cat=0 split_feature=159 2 51 split_gain=1.88422 3.42518 1.969 threshold=0.091305000000000011 0.11339 -0.39981499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017348848562183716 -0.020182387484697958 0.015511381595592089 0.00098577770442548297 leaf_weight=3.875496017990371 4.9546838883138653 1.8415928566100772 73.930730812206093 leaf_count=62 172 93 1953 internal_value=0 -0.0104941 0.00180487 internal_weight=0 6.79628 77.8062 internal_count=2280 265 2015 is_linear=0 shrinkage=0.0224292 Tree=7816 num_leaves=4 num_cat=0 split_feature=43 12 13 split_gain=2.03793 2.02384 1.68954 threshold=-0.15817999999999996 0.092355000000000007 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003453524056442994 -3.0780895935549593e-05 -0.00023878922864429441 -8.5161621036662898e-06 leaf_weight=4.5461949264863488 56.95874476240806 10.738008249914854 6.0896176103142352 leaf_count=52 1500 568 111 internal_value=0 -6.3833e-05 0.00014309 internal_weight=0 67.6968 10.6358 internal_count=2231 2068 163 is_linear=0 shrinkage=0.000439788 Tree=7817 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.27398 3.20887 threshold=-0.094929999999999987 0.10259500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045759157384057426 -3.9989609283167165e-05 0.00042757611355488906 leaf_weight=2.3699493659078135 73.006400580957688 2.9347150839457745 leaf_count=40 2156 35 internal_value=0 -2.18178e-05 internal_weight=0 75.9411 internal_count=2231 2191 is_linear=0 shrinkage=0.000439788 Tree=7818 num_leaves=4 num_cat=0 split_feature=3 13 4 split_gain=2.76008 3.21791 2.33504 threshold=0.11123500000000001 -0.034059999999999993 0.033845000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063632365493623954 -0.0014813287697105419 0.0038518094982143512 -0.02136076568953257 leaf_weight=25.038459760982278 5.7459339442721085 40.713853238156389 6.1458117013171432 leaf_count=1117 80 933 101 internal_value=0 -3.87944e-05 -0.0117731 internal_weight=0 65.7523 11.8917 internal_count=2231 2050 181 is_linear=0 shrinkage=0.0224292 Tree=7819 num_leaves=4 num_cat=0 split_feature=3 13 4 split_gain=2.63237 3.07789 2.22187 threshold=0.11123500000000001 -0.034059999999999993 0.033845000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0062277265398005786 -0.0014474839223634038 0.0037667265866239211 -0.02082348778229005 leaf_weight=25.01020268942284 5.748806611140024 40.70028214930926 6.1632738920598058 leaf_count=1117 80 933 101 internal_value=0 -3.79865e-05 -0.0114898 internal_weight=0 65.7105 11.9121 internal_count=2231 2050 181 is_linear=0 shrinkage=0.0224292 Tree=7820 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.97415 2.759 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003848631140778852 0.0004428054542106617 -6.5762690263828277e-06 leaf_weight=2.526372224208898 2.7145003100158638 79.251993510793 leaf_count=38 42 2213 internal_value=0 8.40563e-06 internal_weight=0 81.9665 internal_count=2293 2255 is_linear=0 shrinkage=0.000439788 Tree=7821 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=2.09441 2.70506 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020234772665600038 0.022630920565105832 -0.00025900133750316791 leaf_weight=2.5078199875424607 2.6674382048367979 78.152722018001896 leaf_count=38 42 2213 internal_value=0 0.000501638 internal_weight=0 80.8202 internal_count=2293 2255 is_linear=0 shrinkage=0.0224292 Tree=7822 num_leaves=4 num_cat=0 split_feature=52 51 14 split_gain=2.02562 3.67674 3.44327 threshold=-0.087789999999999993 -0.095144999999999993 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058967501356308174 -0.018747665290506907 -0.016477979000428605 0.0027931074359959186 leaf_weight=6.1676112440545685 3.9452772887598249 9.1664232964139938 64.018669786615646 leaf_count=188 84 313 1708 internal_value=0 -0.00748234 0.00153776 internal_weight=0 15.334 67.9639 internal_count=2293 501 1792 is_linear=0 shrinkage=0.0224292 Tree=7823 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=2.01672 2.60003 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019877244742989283 0.022314788586691132 -0.00024715846609014866 leaf_weight=2.5017136818496502 2.6378465087327632 78.090176231216446 leaf_count=38 42 2213 internal_value=0 0.000495171 internal_weight=0 80.728 internal_count=2293 2255 is_linear=0 shrinkage=0.0224292 Tree=7824 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=2.81425 2.39907 2.10149 threshold=-0.11251499999999999 -0.23083499999999998 0.10340500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022965672861426342 -0.00023700654821787081 0.00011449249823184669 0.00025381693845903322 leaf_weight=9.2325704705963272 3.9484296122500373 70.801946474539363 2.1246416681424298 leaf_count=337 69 1789 52 internal_value=0 9.587e-05 -0.000138937 internal_weight=0 74.7504 11.3572 internal_count=2247 1858 389 is_linear=0 shrinkage=0.000439788 Tree=7825 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=2.75725 2.40927 2.13055 threshold=-0.11251499999999999 -0.23083499999999998 0.10340500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023005831681469538 -0.00023916685974153962 0.00011265289195659388 0.00025760491272056952 leaf_weight=9.2201421185309282 3.9592907243677464 70.551700068247555 2.1159965694168923 leaf_count=337 69 1789 52 internal_value=0 9.39018e-05 -0.000138751 internal_weight=0 74.511 11.3361 internal_count=2247 1858 389 is_linear=0 shrinkage=0.000439788 Tree=7826 num_leaves=4 num_cat=0 split_feature=52 124 12 split_gain=2.76393 2.14503 2.12648 threshold=-0.11251499999999999 -0.087444999999999981 0.10340500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023140178460853564 -0.00030265950355746996 0.00010747974108826307 0.00025546521496288589 leaf_weight=9.1866436282998603 2.5359938216279252 71.848615628202424 2.1214068334629692 leaf_count=337 51 1807 52 internal_value=0 9.34228e-05 -0.000139788 internal_weight=0 74.3846 11.3081 internal_count=2247 1858 389 is_linear=0 shrinkage=0.000439788 Tree=7827 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=2.77053 2.34844 2.12299 threshold=-0.11251499999999999 -0.23083499999999998 0.10340500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023186714733069779 -0.00023602621449241609 0.00011244649328997911 0.00025590773820511709 leaf_weight=9.1397797713325399 3.9330345342059436 70.322351791393885 2.1098296717900658 leaf_count=337 69 1789 52 internal_value=0 9.39332e-05 -0.000140108 internal_weight=0 74.2554 11.2496 internal_count=2247 1858 389 is_linear=0 shrinkage=0.000439788 Tree=7828 num_leaves=3 num_cat=0 split_feature=42 403 split_gain=2.89006 2.32957 threshold=-0.15173499999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057700211400252418 -3.7898802943685928e-05 0.00025627388103849087 leaf_weight=1.8015445273395005 71.076920621068894 5.5990667787482371 leaf_count=76 2019 182 internal_value=0 -1.63591e-05 internal_weight=0 76.676 internal_count=2277 2201 is_linear=0 shrinkage=0.000439788 Tree=7829 num_leaves=3 num_cat=0 split_feature=42 403 split_gain=2.85367 2.41032 threshold=-0.15173499999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029465578272885741 -0.002068260182759689 0.013241237188398362 leaf_weight=1.7872694140091869 70.144936870052334 5.5662783595107603 leaf_count=76 2019 182 internal_value=0 -0.000939653 internal_weight=0 75.7112 internal_count=2277 2201 is_linear=0 shrinkage=0.0224292 Tree=7830 num_leaves=3 num_cat=0 split_feature=42 3 split_gain=2.68488 2.24218 threshold=-0.15173499999999998 -0.10432499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056109305854889113 0.0001274562739187876 -5.7140978294892021e-05 leaf_weight=1.7850382519532093 16.099869322408267 60.453338099213397 leaf_count=76 269 1932 internal_value=0 -1.82963e-05 internal_weight=0 76.5532 internal_count=2277 2201 is_linear=0 shrinkage=0.000439788 Tree=7831 num_leaves=3 num_cat=0 split_feature=42 403 split_gain=2.74455 2.2992 threshold=-0.15173499999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028980229607227945 -0.0020205035857086685 0.012927690368514466 leaf_weight=1.7758390307726575 70.168358017205719 5.5695451220017267 leaf_count=76 2019 182 internal_value=0 -0.000918276 internal_weight=0 75.7379 internal_count=2277 2201 is_linear=0 shrinkage=0.0224292 Tree=7832 num_leaves=4 num_cat=0 split_feature=1213 158 1 split_gain=2.63746 1.84883 0.150395 threshold=-1.0000000180025095e-35 0.087355000000000016 0.07635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046500662148026201 5.4851419236335535e-05 -0.00026273735809222767 -0.00026333062829885743 leaf_weight=1.6255523042655107 80.524875839023935 3.6898019198461034 1.4631917009683091 leaf_count=271 1750 198 90 internal_value=0 4.08801e-05 -0.000371674 internal_weight=0 84.2147 3.08874 internal_count=2309 1948 361 is_linear=0 shrinkage=0.000439788 Tree=7833 num_leaves=4 num_cat=0 split_feature=1213 158 1 split_gain=2.50165 1.76992 0.146106 threshold=-1.0000000180025095e-35 0.087355000000000016 0.075045000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02372732288894314 0.0026389268543805617 -0.013436497673002317 -0.013443457012388492 leaf_weight=1.5419896977200545 79.297279441316732 3.5832291966548828 1.4571005980978951 leaf_count=269 1750 198 92 internal_value=0 0.00194099 -0.0188476 internal_weight=0 82.8805 2.99909 internal_count=2309 1948 361 is_linear=0 shrinkage=0.0224292 Tree=7834 num_leaves=4 num_cat=0 split_feature=1213 403 1 split_gain=2.49319 1.89003 0.148597 threshold=-1.0000000180025095e-35 0.092660000000000006 0.075045000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046546073619743212 2.0152363409702738e-05 0.00027312258380031825 -0.0002618842283430388 leaf_weight=1.5357821188881637 77.530313522104734 6.1480707247501405 1.4514756845892405 leaf_count=269 1851 97 92 internal_value=0 3.87968e-05 -0.000368836 internal_weight=0 83.6784 2.98726 internal_count=2309 1948 361 is_linear=0 shrinkage=0.000439788 Tree=7835 num_leaves=4 num_cat=0 split_feature=1213 11 1 split_gain=2.42204 1.75435 0.149065 threshold=-1.0000000180025095e-35 0.081790000000000015 0.075045000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023690544661354774 0.0027757274854183457 -0.010238853717443264 -0.013245480142719342 leaf_weight=1.5100205137714504 77.291375378877547 5.568475050556116 1.4458106336242051 leaf_count=269 1821 127 92 internal_value=0 0.00189894 -0.0186993 internal_weight=0 82.8599 2.95583 internal_count=2309 1948 361 is_linear=0 shrinkage=0.0224292 Tree=7836 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=2.11508 3.8795 threshold=-0.39981499999999998 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013807808675359416 -0.0011109693682003338 -0.023098605512587717 leaf_weight=4.2776352298660631 70.130410120230408 4.2645408739772384 leaf_count=83 2064 119 internal_value=0 -0.00237697 internal_weight=0 74.395 internal_count=2266 2183 is_linear=0 shrinkage=0.0224292 Tree=7837 num_leaves=3 num_cat=0 split_feature=10 51 split_gain=2.10612 2.22785 threshold=-0.012544999999999999 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032621547411032129 0.00026470514648530946 -6.0225544384909852e-05 leaf_weight=3.1117484228670937 4.3076667486111537 72.001535329316539 leaf_count=81 83 2102 internal_value=0 -4.18215e-05 internal_weight=0 76.3092 internal_count=2266 2185 is_linear=0 shrinkage=0.000439788 Tree=7838 num_leaves=3 num_cat=0 split_feature=10 51 split_gain=2.04537 2.22927 threshold=-0.012544999999999999 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016408317432717114 0.013509259973327718 -0.0031345225197521717 leaf_weight=3.0775049980475151 4.2733017301197824 71.312314150991369 leaf_count=81 83 2102 internal_value=0 -0.00219038 internal_weight=0 75.5856 internal_count=2266 2185 is_linear=0 shrinkage=0.0224292 Tree=7839 num_leaves=3 num_cat=0 split_feature=10 51 split_gain=2.02429 2.13898 threshold=-0.012544999999999999 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031761121461540062 0.00025991712889930255 -5.9010071320904355e-05 leaf_weight=3.1460728390338764 4.2887789273700028 72.930224021019512 leaf_count=81 83 2102 internal_value=0 -4.12368e-05 internal_weight=0 77.219 internal_count=2266 2185 is_linear=0 shrinkage=0.000439788 Tree=7840 num_leaves=4 num_cat=0 split_feature=3 133 12 split_gain=3.09952 2.09436 0.98237 threshold=-0.15480499999999997 -0.23178999999999997 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024900484735873987 -0.024533861900642068 -0.0004992083846682737 0.0075973277390574837 leaf_weight=2.7696204244930405 1.8529514064539387 70.988781930850109 4.108152639499167 leaf_count=36 149 1941 116 internal_value=0 -0.00111687 0.0146148 internal_weight=0 72.8417 6.87777 internal_count=2242 2090 152 is_linear=0 shrinkage=0.0224292 Tree=7841 num_leaves=4 num_cat=0 split_feature=3 48 12 split_gain=2.97842 2.42232 0.999912 threshold=-0.15480499999999997 -0.080689999999999984 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048750401892531464 -0.00035367323478165651 1.7267426542420857e-06 0.00014656746470818947 leaf_weight=2.7746978846698758 3.8978880615322842 69.934418857996661 4.1760275415554133 leaf_count=36 67 2023 116 internal_value=0 -1.71227e-05 0.00028363 internal_weight=0 73.8323 6.95073 internal_count=2242 2090 152 is_linear=0 shrinkage=0.000439788 Tree=7842 num_leaves=4 num_cat=0 split_feature=3 133 12 split_gain=3.05303 1.97958 1.0046 threshold=-0.15480499999999997 -0.23178999999999997 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048669083435824636 -0.00046909419168149466 -1.2239997628491925e-05 0.00014438062443942454 leaf_weight=2.746576513418403 1.8633128369801841 72.06888489452831 4.2027932143309954 leaf_count=36 149 1941 116 internal_value=0 -2.38722e-05 0.000280634 internal_weight=0 73.9322 6.94937 internal_count=2242 2090 152 is_linear=0 shrinkage=0.000439788 Tree=7843 num_leaves=4 num_cat=0 split_feature=3 48 12 split_gain=2.98542 2.46155 0.981332 threshold=-0.15480499999999997 -0.080689999999999984 0.080235000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024829833895759545 -0.018504150797028301 -0.00011394515740441473 0.007432677743912164 leaf_weight=2.7152497157512689 3.8476055836654259 69.013206092855398 4.1048851462819584 leaf_count=36 67 2023 116 internal_value=0 -0.00108968 0.0144089 internal_weight=0 72.8608 6.82013 internal_count=2242 2090 152 is_linear=0 shrinkage=0.0224292 Tree=7844 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.34638 2.86501 threshold=-0.28298999999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019855607751461161 -0.019155013943217555 0.0028189864670215893 leaf_weight=3.6947015084515433 3.0906133877579114 74.475556280188812 leaf_count=92 113 2021 internal_value=0 0.00193894 internal_weight=0 77.5662 internal_count=2226 2134 is_linear=0 shrinkage=0.0224292 Tree=7845 num_leaves=3 num_cat=0 split_feature=43 133 split_gain=3.20241 2.44803 threshold=-0.28298999999999996 0.10357500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038217901058471969 1.3158809908416398e-05 0.00029405374393123775 leaf_weight=3.6775126033189727 71.486122613881435 6.5319551346365179 leaf_count=92 1828 306 internal_value=0 3.67425e-05 internal_weight=0 78.0181 internal_count=2226 2134 is_linear=0 shrinkage=0.000439788 Tree=7846 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.18878 2.69015 threshold=-0.28298999999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038165279637034842 -0.00036367863200948612 5.3138295360221461e-05 leaf_weight=3.6755085676977606 3.1005899619776747 74.907410541885838 leaf_count=92 113 2021 internal_value=0 3.64861e-05 internal_weight=0 78.008 internal_count=2226 2134 is_linear=0 shrinkage=0.000439788 Tree=7847 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.21883 2.74207 threshold=-0.28298999999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019576190458078953 -0.018779277028357112 0.0027528380450993349 leaf_weight=3.660623553358163 3.0801617756369515 74.476097586049036 leaf_count=92 113 2021 internal_value=0 0.00189327 internal_weight=0 77.5563 internal_count=2226 2134 is_linear=0 shrinkage=0.0224292 Tree=7848 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=3.60263 3.53549 2.56356 threshold=0.0063250000000000008 -1.0000000180025095e-35 -0.0091949999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5055874304068644e-05 0.00049895205456640932 -0.00045572529915660279 8.6450421077793077e-05 leaf_weight=41.270823292165005 3.1917851180078278 4.02967945238015 31.693493266242513 leaf_count=1509 65 111 582 internal_value=0 -6.35417e-05 0.000124444 internal_weight=0 45.3005 34.8853 internal_count=2267 1620 647 is_linear=0 shrinkage=0.000439788 Tree=7849 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=3.49527 3.54362 2.20229 threshold=0.0063250000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012365964526146374 -0.0056014291643307554 -0.023325720924871278 0.0089716830595089822 leaf_weight=40.829362335176484 6.3875788709083272 3.9938563058221908 28.170495207876229 leaf_count=1509 221 111 426 internal_value=0 -0.00321388 0.00627644 internal_weight=0 44.8232 34.5581 internal_count=2267 1620 647 is_linear=0 shrinkage=0.0224292 Tree=7850 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=3.5751 3.39299 2.55882 threshold=0.0063250000000000008 -1.0000000180025095e-35 -0.0091949999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5649204230330609e-05 0.00049800578510149839 -0.00044944545275113766 8.6116118240486697e-05 leaf_weight=41.44793131233655 3.1950772707641582 3.9883831466649999 31.758505081209478 leaf_count=1509 65 111 582 internal_value=0 -6.3023e-05 0.000124018 internal_weight=0 45.4363 34.9536 internal_count=2267 1620 647 is_linear=0 shrinkage=0.000439788 Tree=7851 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=3.35048 3.43209 2.55162 threshold=0.0063250000000000008 -1.0000000180025095e-35 -0.0091949999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012103329030200352 0.025361753807265026 -0.023062767262979532 0.0042135688589593039 leaf_weight=40.837756460313358 3.1422817191996719 3.9480791521327765 31.323871162589967 leaf_count=1509 65 111 582 internal_value=0 -0.00314573 0.00615462 internal_weight=0 44.7858 34.4662 internal_count=2267 1620 647 is_linear=0 shrinkage=0.0224292 Tree=7852 num_leaves=3 num_cat=0 split_feature=3 150 split_gain=2.43635 1.93982 threshold=0.18307500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01990934299595825 0.019514909409061341 -0.00042835737319332979 leaf_weight=2.4158969678683198 3.4114938866405273 75.904336111779685 leaf_count=15 104 2091 internal_value=0 0.000203686 internal_weight=0 78.3202 internal_count=2210 2106 is_linear=0 shrinkage=0.0224292 Tree=7853 num_leaves=3 num_cat=0 split_feature=3 150 split_gain=2.36969 1.87131 threshold=0.18307500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019643373250051197 0.019391510691108976 -0.00041875290356445648 leaf_weight=2.394193389452993 3.3569378795000366 75.904217467499166 leaf_count=15 104 2091 internal_value=0 0.000199341 internal_weight=0 78.2984 internal_count=2210 2106 is_linear=0 shrinkage=0.0224292 Tree=7854 num_leaves=3 num_cat=0 split_feature=3 150 split_gain=2.44509 1.81376 threshold=0.18307500000000002 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037887150837568934 0.00038167968446314356 -9.1670710629369211e-06 leaf_weight=2.3837540716631329 3.4154981574902186 76.615018929273447 leaf_count=15 104 2091 internal_value=0 2.63053e-06 internal_weight=0 78.9988 internal_count=2210 2106 is_linear=0 shrinkage=0.000439788 Tree=7855 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.30599 1.68979 threshold=0.18307500000000002 0.10703500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001456123062237209 0.019268502212976695 -0.008403607344035318 leaf_weight=68.281426697154529 3.3046870723337625 10.009231336880474 leaf_count=2017 104 89 internal_value=0 0.000193844 internal_weight=0 78.2907 internal_count=2210 2106 is_linear=0 shrinkage=0.0224292 Tree=7856 num_leaves=3 num_cat=0 split_feature=457 1429 split_gain=2.01928 3.26481 threshold=0.092360000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026186404028503474 0.012831986301503104 0.0016358863028778016 leaf_weight=2.1666960242741871 7.7573279491043641 72.454547029023161 leaf_count=123 92 2071 internal_value=0 0.000821549 internal_weight=0 74.6212 internal_count=2286 2194 is_linear=0 shrinkage=0.0224292 Tree=7857 num_leaves=3 num_cat=0 split_feature=457 1429 split_gain=1.94239 3.16317 threshold=0.092360000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025977288761735121 0.012610732158580697 0.0015993296305177088 leaf_weight=2.1356556766318127 7.7171798736962947 72.448926178872625 leaf_count=123 92 2071 internal_value=0 0.000803255 internal_weight=0 74.5846 internal_count=2286 2194 is_linear=0 shrinkage=0.0224292 Tree=7858 num_leaves=3 num_cat=0 split_feature=457 11 split_gain=1.86819 2.05652 threshold=0.092360000000000012 0.081790000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018626053382913071 0.012392000205980995 -0.012088520392425644 leaf_weight=68.807950437726049 7.6780351656489065 5.7413332236446868 leaf_count=2065 92 129 internal_value=0 0.000785354 internal_weight=0 74.5493 internal_count=2286 2194 is_linear=0 shrinkage=0.0224292 Tree=7859 num_leaves=3 num_cat=0 split_feature=457 1429 split_gain=1.79666 3.05976 threshold=0.092360000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025777810848883496 0.012175808066236794 0.0015451055399188179 leaf_weight=2.1031874852619685 7.6398705537430933 72.436731663954106 leaf_count=123 92 2071 internal_value=0 0.00076777 internal_weight=0 74.5399 internal_count=2286 2194 is_linear=0 shrinkage=0.0224292 Tree=7860 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=2.23168 2.12268 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050800488983174393 -2.6555033656776567e-05 0.00025125400664383128 leaf_weight=1.73691010037919 74.954465305882422 5.7067936159437513 leaf_count=142 1957 189 internal_value=0 -6.8452e-06 internal_weight=0 80.6613 internal_count=2288 2146 is_linear=0 shrinkage=0.000439788 Tree=7861 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=2.24089 1.9431 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026164303280011503 -0.0012100122182985564 0.01253457746746045 leaf_weight=1.6952873674081264 73.688517345061882 5.5459972690368877 leaf_count=142 1957 189 internal_value=0 -0.000245176 internal_weight=0 79.2345 internal_count=2288 2146 is_linear=0 shrinkage=0.0224292 Tree=7862 num_leaves=3 num_cat=0 split_feature=133 48 split_gain=2.17258 1.8771 threshold=-0.25159999999999993 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02592477635395327 -0.019042320770770008 0.0003942931432670454 leaf_weight=1.6730049497814423 2.5648058991646385 76.623133687279733 leaf_count=142 33 2113 internal_value=0 -0.000239674 internal_weight=0 79.1879 internal_count=2288 2146 is_linear=0 shrinkage=0.0224292 Tree=7863 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=2.08373 1.94973 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049732584126756707 -2.3437206142368528e-05 0.00024520443337064363 leaf_weight=1.6759684212925083 74.404972899969835 5.6008537273883112 leaf_count=142 1957 189 internal_value=0 -4.57678e-06 internal_weight=0 80.0058 internal_count=2288 2146 is_linear=0 shrinkage=0.000439788 Tree=7864 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=1.95215 1.97682 threshold=-0.5217799999999998 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050120115631288402 -2.2801209041963394e-05 0.00018905303962631753 leaf_weight=1.527776565759267 71.433235502706339 9.65288138136202 leaf_count=23 1965 257 internal_value=0 2.4575e-06 internal_weight=0 81.0861 internal_count=2245 2222 is_linear=0 shrinkage=0.000439788 Tree=7865 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=1.89813 1.84622 threshold=-0.5217799999999998 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049876899601202852 -2.0351184113421871e-05 0.00018400487478438329 leaf_weight=1.50910300579926 71.607021873676786 9.6906392221335391 leaf_count=23 1965 257 internal_value=0 4.04543e-06 internal_weight=0 81.2977 internal_count=2245 2222 is_linear=0 shrinkage=0.000439788 Tree=7866 num_leaves=4 num_cat=0 split_feature=403 12 457 split_gain=1.68363 2.5644 2.34285 threshold=0.03138500000000001 0.088335000000000011 0.069910000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6819543156368312e-05 -0.00012894351334261954 0.00034567718066180834 0.00016411540852453204 leaf_weight=60.963909458793751 3.3400760093209083 6.3954458247862931 12.207195974257045 leaf_count=1826 119 140 160 internal_value=0 0.00018291 -1.15955e-05 internal_weight=0 9.73552 73.1711 internal_count=2245 259 1986 is_linear=0 shrinkage=0.000439788 Tree=7867 num_leaves=4 num_cat=0 split_feature=403 12 457 split_gain=1.78597 2.59032 2.33702 threshold=0.03138500000000001 0.088335000000000011 0.069910000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6501192740914314e-05 -0.00012621155404640198 0.00035219270947384532 0.00016471353987367198 leaf_weight=60.709987417923912 3.3083128898579144 6.4048601520680677 12.142147810161985 leaf_count=1826 119 140 160 internal_value=0 0.00018932 -1.12644e-05 internal_weight=0 9.71317 72.8521 internal_count=2245 259 1986 is_linear=0 shrinkage=0.000439788 Tree=7868 num_leaves=4 num_cat=0 split_feature=12 15 2 split_gain=2.34068 2.9836 2.7489 threshold=0.088285000000000016 0.084050000000000014 0.10738500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017296705848468827 0.0070147466770659524 -0.021455544526480352 -0.011659997423349064 leaf_weight=43.456950024528851 27.645608349755094 4.2146084109172071 4.6110905723944589 leaf_count=927 828 304 219 internal_value=0 -0.00348151 0.00433988 internal_weight=0 47.6716 32.2567 internal_count=2278 1231 1047 is_linear=0 shrinkage=0.0224292 Tree=7869 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.25114 2.84125 2.47066 threshold=0.097825000000000009 0.092355000000000007 0.11621500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057111696809380638 0.01374807870862994 -0.017192637917775849 -0.0091352374418458698 leaf_weight=61.311822971027141 9.82815255132118 5.6314938417121985 3.1125961973129952 leaf_count=1600 250 309 119 internal_value=0 -0.00197388 0.00823868 internal_weight=0 66.9433 12.9407 internal_count=2278 1909 369 is_linear=0 shrinkage=0.0224292 Tree=7870 num_leaves=4 num_cat=0 split_feature=12 15 2 split_gain=2.23178 2.89459 2.60182 threshold=0.088285000000000016 0.084050000000000014 0.10738500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016776142574835349 0.0068537646897721995 -0.021208711014055703 -0.011333656886737306 leaf_weight=43.469053815999359 27.592911226848173 4.1662704317395756 4.6012197855843615 leaf_count=927 828 304 219 internal_value=0 -0.00339365 0.00424922 internal_weight=0 47.6353 32.1941 internal_count=2278 1231 1047 is_linear=0 shrinkage=0.0224292 Tree=7871 num_leaves=4 num_cat=0 split_feature=12 15 160 split_gain=2.13398 2.80612 2.57979 threshold=0.088285000000000016 0.084050000000000014 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016396647183610251 0.0012971691476243591 -0.020966160183779843 0.018261531474053787 leaf_weight=43.477926485582429 26.784174837170212 4.120681253145448 5.4043587405944882 leaf_count=927 920 304 127 internal_value=0 -0.00332052 0.00415457 internal_weight=0 47.5986 32.1885 internal_count=2278 1231 1047 is_linear=0 shrinkage=0.0224292 Tree=7872 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=2.17558 1.97228 threshold=0.089025000000000007 0.15238000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023885551659622813 0.013713820970419167 0.0126070258744465 leaf_weight=71.583648443768197 5.046877651315298 4.6832218914714749 leaf_count=2138 99 44 internal_value=0 -0.00146482 internal_weight=0 76.2669 internal_count=2281 2182 is_linear=0 shrinkage=0.0224292 Tree=7873 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=2.09277 1.89413 threshold=0.089025000000000007 0.15238000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023349622729787441 0.01350477245914989 0.012403784646813651 leaf_weight=71.584671963278652 5.0107594706387308 4.6538443287063265 leaf_count=2138 99 44 internal_value=0 -0.00143238 internal_weight=0 76.2385 internal_count=2281 2182 is_linear=0 shrinkage=0.0224292 Tree=7874 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=1.82216 2.43476 threshold=-0.22253999999999999 -0.10096999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029905213801249456 8.8553083714377692e-05 -6.6944631919712942e-05 leaf_weight=3.9831276365730437 36.30690771112495 41.967373088630666 leaf_count=98 436 1747 internal_value=0 5.18576e-06 internal_weight=0 78.2743 internal_count=2281 2183 is_linear=0 shrinkage=0.000439788 Tree=7875 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=2.0695 1.89291 threshold=0.089025000000000007 0.15238000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2823732122477653e-05 0.00026429699185224765 0.00024505082478902789 leaf_weight=72.433064730077149 5.0693200873174638 4.6858088002700233 leaf_count=2138 99 44 internal_value=0 -2.52759e-05 internal_weight=0 77.1189 internal_count=2281 2182 is_linear=0 shrinkage=0.000439788 Tree=7876 num_leaves=4 num_cat=0 split_feature=50 50 2 split_gain=1.92323 2.57207 1.40516 threshold=0.10647500000000001 0.097510000000000013 0.13454500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.046179731778544e-05 -0.00047431302602940381 0.00045127375337522383 5.1262471066639131e-05 leaf_weight=78.935598776870393 2.5329558232497211 2.7556053787939154 1.5956056220747994 leaf_count=1960 211 54 36 internal_value=0 3.5096e-05 -0.000271888 internal_weight=0 81.6912 4.12856 internal_count=2261 2014 247 is_linear=0 shrinkage=0.000439788 Tree=7877 num_leaves=4 num_cat=0 split_feature=50 50 2 split_gain=1.85843 2.642 1.36471 threshold=0.10647500000000001 0.097510000000000013 0.13454500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010062184470997079 -0.024114011306989338 0.0233596623719526 0.002568414540773624 leaf_weight=78.224061902311405 2.4702464869014866 2.7345888390573228 1.5685423589893615 leaf_count=1960 211 54 36 internal_value=0 0.00176659 -0.013788 internal_weight=0 80.9587 4.03879 internal_count=2261 2014 247 is_linear=0 shrinkage=0.0224292 Tree=7878 num_leaves=3 num_cat=0 split_feature=48 39 split_gain=1.62115 2.21995 threshold=0.12879500000000002 0.10732000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023876817254553733 -0.012401508957956208 -0.018939688847844281 leaf_weight=78.131055676723008 4.2903983745113683 2.515931788202578 leaf_count=2131 64 66 internal_value=0 0.00171801 internal_weight=0 80.647 internal_count=2261 2197 is_linear=0 shrinkage=0.0224292 Tree=7879 num_leaves=4 num_cat=0 split_feature=50 48 2 split_gain=1.88639 2.12957 1.36427 threshold=0.10647500000000001 0.12879500000000002 0.13454500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2503911636264174e-05 -0.00047091504044043933 -0.00028921124689378135 4.3805516597499931e-05 leaf_weight=78.631703317115353 2.4874138741606648 3.6741546131820533 1.6476335579936856 leaf_count=1972 211 42 36 internal_value=0 3.71861e-05 -0.000266563 internal_weight=0 82.3059 4.13505 internal_count=2261 2014 247 is_linear=0 shrinkage=0.000439788 Tree=7880 num_leaves=3 num_cat=0 split_feature=43 39 split_gain=1.98237 2.68809 threshold=-0.50913499999999989 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030035946996721991 -8.5772654980903666e-05 0.00016823175816699652 leaf_weight=3.1581014042312736 65.17259058650734 9.1770313993110886 leaf_count=36 1973 254 internal_value=0 -5.43856e-05 internal_weight=0 74.3496 internal_count=2263 2227 is_linear=0 shrinkage=0.000439788 Tree=7881 num_leaves=4 num_cat=0 split_feature=39 13 133 split_gain=2.07942 3.29059 1.61111 threshold=0.0095750000000000019 -0.47365999999999991 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033894562113102558 1.8139550327676364e-05 -9.5707478436985217e-05 0.00040194605289537529 leaf_weight=3.5361860117991446 6.3207074456076935 64.40521555120813 3.161842743451416 leaf_count=51 142 1951 119 internal_value=0 -7.2996e-05 0.000146666 internal_weight=0 67.9414 9.48255 internal_count=2263 2002 261 is_linear=0 shrinkage=0.000439788 Tree=7882 num_leaves=4 num_cat=0 split_feature=39 13 133 split_gain=2.01706 3.07443 1.57108 threshold=0.0095750000000000019 -0.47365999999999991 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016944827192196105 0.00097149177845370655 -0.0047656309609135881 0.020484867951560008 leaf_weight=3.4412308099272186 6.2314362975448585 63.632263959179454 3.0948838849399181 leaf_count=51 142 1951 119 internal_value=0 -0.00364726 0.00747551 internal_weight=0 67.0735 9.32632 internal_count=2263 2002 261 is_linear=0 shrinkage=0.0224292 Tree=7883 num_leaves=4 num_cat=0 split_feature=39 43 133 split_gain=1.95835 3.053 1.52555 threshold=0.0095750000000000019 -0.50913499999999989 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037731957226922797 2.2192539055521236e-05 -8.6960084335392871e-05 0.00039826215395488815 leaf_weight=2.841446808204636 6.3163476575900841 64.89115525190573 3.0979998415459704 leaf_count=29 142 1973 119 internal_value=0 -6.73823e-05 0.000146502 internal_weight=0 67.7326 9.41435 internal_count=2263 2002 261 is_linear=0 shrinkage=0.000439788 Tree=7884 num_leaves=4 num_cat=0 split_feature=1 3 133 split_gain=1.93023 2.56604 2.49445 threshold=0.10491000000000002 0.10798000000000001 0.083810000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7866197247818098e-05 0.00022617885519820116 -6.7475511634903051e-05 0.00012977959042326912 leaf_weight=41.462833505973776 16.527712295221139 8.8139553131113626 15.30428937441229 leaf_count=1128 323 155 642 internal_value=0 0.000124071 -2.18605e-05 internal_weight=0 25.3417 56.7671 internal_count=2248 478 1770 is_linear=0 shrinkage=0.000439788 Tree=7885 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=2.05706 1.54372 threshold=-0.40446999999999994 -0.073314999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022508917547063793 0.0057877731745811902 -0.00066800452318236346 leaf_weight=1.7777153227275437 29.846974474312447 49.536866051428206 leaf_count=170 817 1261 internal_value=0 0.00176007 internal_weight=0 79.3838 internal_count=2248 2078 is_linear=0 shrinkage=0.0224292 Tree=7886 num_leaves=4 num_cat=0 split_feature=1 133 3 split_gain=1.66357 2.62319 2.53696 threshold=0.10491000000000002 0.083810000000000009 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038850355351470306 0.011249991446431139 0.0070304733218591311 -0.0037571487242435112 leaf_weight=41.06391656863525 16.228846439389603 15.14484695633473 8.6900810608567536 leaf_count=1128 323 642 155 internal_value=0 -0.00094258 0.00601762 internal_weight=0 56.2088 24.9189 internal_count=2248 1770 478 is_linear=0 shrinkage=0.0224292 Tree=7887 num_leaves=4 num_cat=0 split_feature=133 15 484 split_gain=1.40025 3.55341 2.09358 threshold=0.083810000000000009 0.083995000000000014 0.084225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018662667653138241 -0.002080519479117705 0.018685049944452189 0.010402649861351667 leaf_weight=56.238768827994136 9.5586485429794283 7.2968092775990945 7.9716215876860579 leaf_count=1373 479 245 151 internal_value=0 0.00691996 -0.00034046 internal_weight=0 16.8555 64.2104 internal_count=2248 724 1524 is_linear=0 shrinkage=0.0224292 Tree=7888 num_leaves=3 num_cat=0 split_feature=12 403 split_gain=2.05491 1.65272 threshold=-0.14662999999999998 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023636306449742087 0.00087202012203325767 0.012654925541130523 leaf_weight=1.613835787429706 79.143700858892316 6.4600733115767062 leaf_count=66 2070 161 internal_value=0 0.00176384 internal_weight=0 85.6038 internal_count=2297 2231 is_linear=0 shrinkage=0.0224292 Tree=7889 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.93962 2.57287 threshold=-0.087944999999999982 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003514572753903054 0.00035381244307532779 1.8097156234856635e-05 leaf_weight=2.5482118252912178 4.6529900684035956 80.402789838649369 leaf_count=53 138 2106 internal_value=0 3.65378e-05 internal_weight=0 85.0558 internal_count=2297 2244 is_linear=0 shrinkage=0.000439788 Tree=7890 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.97578 2.53156 threshold=-0.087944999999999982 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018171613947070734 0.017972500867177568 0.00091319637181271908 leaf_weight=2.5363999361725282 4.6102407902035329 80.075367441888829 leaf_count=53 138 2106 internal_value=0 0.00184574 internal_weight=0 84.6856 internal_count=2297 2244 is_linear=0 shrinkage=0.0224292 Tree=7891 num_leaves=4 num_cat=0 split_feature=403 42 403 split_gain=1.9067 2.08814 1.39448 threshold=0.092660000000000006 0.08845500000000002 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3812296295296689e-05 0.00046021875751975935 0.00013201020654577046 5.4542190617584733e-05 leaf_weight=62.450630813272255 3.1678310682327711 19.183906154518809 3.3858367949396779 leaf_count=1483 30 639 145 internal_value=0 5.17731e-06 0.0002514 internal_weight=0 81.6345 6.55367 internal_count=2297 2122 175 is_linear=0 shrinkage=0.000439788 Tree=7892 num_leaves=4 num_cat=0 split_feature=123 48 2 split_gain=1.84644 2.19732 1.24054 threshold=1.0000000180025095e-35 0.12230500000000001 0.092635000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003999315153483351 -0.0019423075513736617 -0.018076825450198401 0.019622356474079117 leaf_weight=68.130264613105282 2.0972224436118259 3.712320244237616 3.6919008743134327 leaf_count=2017 82 57 116 internal_value=0 -0.00131791 0.0118294 internal_weight=0 71.8426 5.78912 internal_count=2272 2074 198 is_linear=0 shrinkage=0.0224292 Tree=7893 num_leaves=4 num_cat=0 split_feature=123 48 42 split_gain=1.78051 2.1052 1.77265 threshold=1.0000000180025095e-35 0.12230500000000001 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039096410885455264 -0.006924404639686901 -0.017710222599446331 0.019987776075438415 leaf_weight=68.130222538812632 1.7709351076628079 3.7046609833432731 3.9624316294575683 leaf_count=2017 26 57 172 internal_value=0 -0.00128862 0.0116797 internal_weight=0 71.8349 5.73337 internal_count=2272 2074 198 is_linear=0 shrinkage=0.0224292 Tree=7894 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=1.84235 1.96278 1.20838 threshold=1.0000000180025095e-35 0.088425000000000017 0.092635000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8288468343656483e-06 -3.3753602289446093e-05 -0.00027689108415540305 0.00038268177119630062 leaf_weight=67.270067303776159 2.1184037649654774 5.5776545978606 3.6714973218768137 leaf_count=1702 82 372 116 internal_value=0 -2.66501e-05 0.000230707 internal_weight=0 72.8477 5.7899 internal_count=2272 2074 198 is_linear=0 shrinkage=0.000439788 Tree=7895 num_leaves=4 num_cat=0 split_feature=123 48 2 split_gain=1.78511 2.03078 1.21595 threshold=1.0000000180025095e-35 0.12230500000000001 0.092635000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1845639366225494e-06 -3.7739762041183376e-05 -0.00033841019638479437 0.00038157296426812536 leaf_weight=69.11792879690438 2.0880362575953759 3.7327629420906296 3.6869045703206211 leaf_count=2017 82 57 116 internal_value=0 -2.32915e-05 0.000230338 internal_weight=0 72.8507 5.77494 internal_count=2272 2074 198 is_linear=0 shrinkage=0.000439788 Tree=7896 num_leaves=4 num_cat=0 split_feature=131 0 15 split_gain=2.28754 1.79671 0.378352 threshold=0.092225000000000015 -0.10071499999999999 -0.082179999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039306309180036931 -0.0093245363494074609 -0.0028424965555156473 -0.024344789827732204 leaf_weight=37.388079407934129 1.4965534994917109 41.610431173541656 2.0293002605831125 leaf_count=442 64 1603 174 internal_value=0 0.000363235 -0.018054 internal_weight=0 78.9985 3.52585 internal_count=2283 2045 238 is_linear=0 shrinkage=0.0224292 Tree=7897 num_leaves=4 num_cat=0 split_feature=131 15 16 split_gain=2.21099 1.73719 0.451264 threshold=0.092225000000000015 0.09167500000000002 0.0062950000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013952298267252998 -0.010418178683021263 -0.010282480068943146 -0.02676386764230268 leaf_weight=71.939084982630447 1.9266083610491471 7.0160010982526719 1.56208815453283 leaf_count=1732 155 313 83 internal_value=0 0.000355306 -0.0178429 internal_weight=0 78.9551 3.4887 internal_count=2283 2045 238 is_linear=0 shrinkage=0.0224292 Tree=7898 num_leaves=4 num_cat=0 split_feature=131 0 16 split_gain=2.1797 1.82997 0.449766 threshold=0.092225000000000015 -0.10071499999999999 0.0062950000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8981386482507803e-05 -0.00020069504765578972 -5.4272585527291005e-05 -0.00051956965018281741 leaf_weight=37.805289812045885 1.9583114649794873 42.121632065463018 1.5589222323105785 leaf_count=442 155 1603 83 internal_value=0 8.76011e-06 -0.00034407 internal_weight=0 79.9269 3.51723 internal_count=2283 2045 238 is_linear=0 shrinkage=0.000439788 Tree=7899 num_leaves=4 num_cat=0 split_feature=131 0 16 split_gain=2.13417 1.71518 0.449425 threshold=0.092225000000000015 -0.10071499999999999 0.0062950000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0038372011076491593 -0.010218975414586865 -0.0027825485133551237 -0.026614392882352338 leaf_weight=37.348964021955908 1.9204995327745558 41.603683008710959 1.5356685344959258 leaf_count=442 155 1603 83 internal_value=0 0.000349129 -0.0176101 internal_weight=0 78.9526 3.45617 internal_count=2283 2045 238 is_linear=0 shrinkage=0.0224292 Tree=7900 num_leaves=4 num_cat=0 split_feature=484 1 12 split_gain=2.55508 2.73895 1.21431 threshold=0.085515000000000022 0.099515000000000006 0.079705000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055446822030950031 0.016392557615958519 0.0035133258614094259 -0.00083508331007021356 leaf_weight=42.49523760845932 6.0951111746617226 27.74218314299651 3.1001405259153216 leaf_count=1508 86 532 168 internal_value=0 -0.00196699 0.0105946 internal_weight=0 70.2374 9.19525 internal_count=2294 2040 254 is_linear=0 shrinkage=0.0224292 Tree=7901 num_leaves=4 num_cat=0 split_feature=484 4 12 split_gain=2.45199 1.90263 1.17374 threshold=0.085515000000000022 0.27467500000000006 0.079705000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003398011862423484 0.016141298785673074 0.0073224478658197815 -0.00081648502245718394 leaf_weight=60.547978984394831 6.0519424101221357 9.6377555666804238 3.1000742341843761 leaf_count=1839 86 201 168 internal_value=0 -0.00192431 0.0104074 internal_weight=0 70.1857 9.15202 internal_count=2294 2040 254 is_linear=0 shrinkage=0.0224292 Tree=7902 num_leaves=4 num_cat=0 split_feature=484 1 12 split_gain=2.35271 2.58156 1.13423 threshold=0.085515000000000022 0.099515000000000006 0.079705000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053571231773222256 0.015891365408665287 0.0034426752821109805 -0.00079830027784034941 leaf_weight=42.446648970283604 6.0100286455271981 27.701383959305531 3.1000106057454104 leaf_count=1508 86 532 168 internal_value=0 -0.0018821 0.0102223 internal_weight=0 70.148 9.11004 internal_count=2294 2040 254 is_linear=0 shrinkage=0.0224292 Tree=7903 num_leaves=4 num_cat=0 split_feature=484 4 12 split_gain=2.24237 1.93729 1.12974 threshold=0.085515000000000022 0.27467500000000006 0.079705000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2866553275056145e-05 0.00030834507393795332 0.00014785315798126379 -1.6627436423020402e-05 leaf_weight=61.019936228307415 6.0274696334599849 9.7740069036517507 3.1425035606057463 leaf_count=1839 86 201 168 internal_value=0 -3.3742e-05 0.000197175 internal_weight=0 70.7939 9.16997 internal_count=2294 2040 254 is_linear=0 shrinkage=0.000439788 Tree=7904 num_leaves=4 num_cat=0 split_feature=131 483 16 split_gain=2.02619 1.87592 0.737535 threshold=0.092225000000000015 0.088070000000000009 -0.011859999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015929127181833029 -0.0057861025131798567 -0.014931567557255889 -0.026243302538514288 leaf_weight=74.91681542410879 1.7237165731203279 3.6041641892552425 1.8369488046519098 leaf_count=1852 143 185 98 internal_value=0 0.000830983 -0.0164237 internal_weight=0 78.521 3.56067 internal_count=2278 2037 241 is_linear=0 shrinkage=0.0224292 Tree=7905 num_leaves=4 num_cat=0 split_feature=131 483 16 split_gain=2.01501 1.81948 0.728107 threshold=0.092225000000000015 0.088070000000000009 -0.011859999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1619858145487365e-05 -0.000114309840619734 -0.00028521525127551495 -0.00051106612665573778 leaf_weight=75.600529388408631 1.7531891666512822 3.6570343185867378 1.8381867912976293 leaf_count=1852 143 185 98 internal_value=0 1.69356e-05 -0.000319012 internal_weight=0 79.2576 3.59138 internal_count=2278 2037 241 is_linear=0 shrinkage=0.000439788 Tree=7906 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=2.01984 1.86248 0.726637 threshold=0.092225000000000015 -0.09194999999999999 -0.011859999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014173236471935044 -0.00011389608857840841 -1.75795657580288e-05 -0.00050989065897754846 leaf_weight=18.42797142026393 1.7675772481889001 61.537222293733976 1.8289070825339866 leaf_count=313 143 1724 98 internal_value=0 1.91589e-05 -0.000316899 internal_weight=0 79.9652 3.59648 internal_count=2278 2037 241 is_linear=0 shrinkage=0.000439788 Tree=7907 num_leaves=4 num_cat=0 split_feature=131 13 16 split_gain=1.92456 1.8435 0.765343 threshold=0.092225000000000015 -0.09194999999999999 -0.011859999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001413099015492964 -0.00010109756054588123 -1.7083902842075253e-05 -0.00050862012850051198 leaf_weight=18.470565400297346 1.7587916970951485 61.415023187526913 1.8130109072299081 leaf_count=313 143 1724 98 internal_value=0 1.95638e-05 -0.000309556 internal_weight=0 79.8856 3.5718 internal_count=2278 2037 241 is_linear=0 shrinkage=0.000439788 Tree=7908 num_leaves=4 num_cat=0 split_feature=1 132 42 split_gain=1.76126 3.31174 2.7943 threshold=0.077765000000000015 0.081240000000000021 0.091695000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6295325216868642e-05 3.1144323832330687e-05 0.00043561583297233383 -0.00041557566483691589 leaf_weight=23.005236166802209 52.383830315748128 4.2129016712242437 3.9571913012914584 leaf_count=964 972 109 230 internal_value=0 6.13888e-05 -7.5149e-05 internal_weight=0 56.5967 26.9624 internal_count=2275 1081 1194 is_linear=0 shrinkage=0.000439788 Tree=7909 num_leaves=3 num_cat=0 split_feature=48 42 split_gain=1.79965 2.34795 threshold=0.12879500000000002 0.10273000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7754239382507161e-05 -0.00028627569832716292 -0.00029090079526614793 leaf_weight=75.323279892957544 3.6208586327775256 4.1604094628346493 leaf_count=1994 61 220 internal_value=0 2.99624e-05 internal_weight=0 79.4837 internal_count=2275 2214 is_linear=0 shrinkage=0.000439788 Tree=7910 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=1.74053 1.8429 threshold=-1.0000000180025095e-35 0.10273000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017012728887878588 0.0022641510667475882 -0.012556162096459296 leaf_weight=2.6394457870628676 75.40920016565542 4.4523213208849475 leaf_count=45 1996 234 internal_value=0 0.00143511 internal_weight=0 79.8615 internal_count=2275 2230 is_linear=0 shrinkage=0.0224292 Tree=7911 num_leaves=4 num_cat=0 split_feature=1 132 42 split_gain=1.76253 3.30441 2.75823 threshold=0.077765000000000015 0.081240000000000021 0.091695000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5311919904078424e-05 3.2496005188932599e-05 0.00043732750092089856 -0.00041110367263344581 leaf_weight=23.006549509139408 52.413661403747938 4.1945122752222224 3.9784568328323067 leaf_count=964 972 109 230 internal_value=0 6.26303e-05 -7.39137e-05 internal_weight=0 56.6082 26.985 internal_count=2275 1081 1194 is_linear=0 shrinkage=0.000439788 Tree=7912 num_leaves=4 num_cat=0 split_feature=4 47 2 split_gain=3.43675 5.69903 2.99453 threshold=-0.057539999999999994 0.085270000000000026 0.08895500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027412665213926704 -0.00010773014838184417 0.00033946924396070712 0.00010373740613520371 leaf_weight=20.262669397027825 22.172152980045666 3.4048803009791291 31.088801414623958 leaf_count=886 573 37 759 internal_value=0 -0.000185651 1.56979e-05 internal_weight=0 23.6675 53.261 internal_count=2255 923 1332 is_linear=0 shrinkage=0.000439788 Tree=7913 num_leaves=4 num_cat=0 split_feature=4 47 3 split_gain=3.36268 5.68315 2.17178 threshold=-0.057539999999999994 0.085270000000000026 -0.077774999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013990394713667809 -0.0060923710099323805 0.017427354738685175 0.0037924792694301788 leaf_weight=19.984958654752521 16.076156928666933 3.3701156431343398 36.608484799156031 leaf_count=886 633 37 699 internal_value=0 -0.00944631 0.000775108 internal_weight=0 23.3551 52.6846 internal_count=2255 923 1332 is_linear=0 shrinkage=0.0224292 Tree=7914 num_leaves=4 num_cat=0 split_feature=4 47 2 split_gain=3.2267 5.45465 2.83454 threshold=-0.057539999999999994 0.085270000000000026 0.08895500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013718699678898161 -0.0053968466660389656 0.01716088297666275 0.005155227671009034 leaf_weight=19.924700890619537 21.937415910276741 3.3462523391353889 30.712806758517218 leaf_count=886 573 37 759 internal_value=0 -0.00926793 0.000758203 internal_weight=0 23.271 52.6502 internal_count=2255 923 1332 is_linear=0 shrinkage=0.0224292 Tree=7915 num_leaves=4 num_cat=0 split_feature=4 47 2 split_gain=3.09554 5.23468 2.71202 threshold=-0.057539999999999994 0.085270000000000026 0.08895500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013450647462238449 -0.0052807121239143526 0.016895780114285917 0.0050463084214353044 leaf_weight=19.867013335015148 21.917654259127175 3.3230892646824932 30.672849194290393 leaf_count=886 573 37 759 internal_value=0 -0.00909175 0.000742057 internal_weight=0 23.1901 52.5905 internal_count=2255 923 1332 is_linear=0 shrinkage=0.0224292 Tree=7916 num_leaves=3 num_cat=0 split_feature=41 150 split_gain=1.82405 1.93498 threshold=0.083035000000000012 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021257280608290033 -0.017021698503690851 0.0010470868853879427 leaf_weight=2.4404408934060475 2.6962282773529287 76.920181784013039 leaf_count=17 80 2178 internal_value=0 0.00167354 internal_weight=0 79.3606 internal_count=2275 2195 is_linear=0 shrinkage=0.0224292 Tree=7917 num_leaves=4 num_cat=0 split_feature=457 12 1 split_gain=1.80252 2.04651 1.1606 threshold=0.082380000000000009 0.097825000000000009 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002275375341940345 -0.00024061232264135587 0.0074763987051007508 0.01389783393481662 leaf_weight=55.944987975572985 4.5624218301381907 13.403725122507238 8.095486651738609 leaf_count=1721 75 372 107 internal_value=0 -0.000389012 0.00880908 internal_weight=0 69.3487 12.6579 internal_count=2275 2093 182 is_linear=0 shrinkage=0.0224292 Tree=7918 num_leaves=4 num_cat=0 split_feature=457 12 1 split_gain=1.73235 1.9573 1.12358 threshold=0.082380000000000009 0.097825000000000009 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022244042420989925 -0.00023524348942893658 0.0073163071530583717 0.013695809754185341 leaf_weight=55.943835713171211 4.5623233906371743 13.390375848931397 8.0316567911213479 leaf_count=1721 75 372 107 internal_value=0 -0.000380319 0.0086564 internal_weight=0 69.3342 12.594 internal_count=2275 2093 182 is_linear=0 shrinkage=0.0224292 Tree=7919 num_leaves=3 num_cat=0 split_feature=41 150 split_gain=1.74439 1.85814 threshold=0.083035000000000012 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020919429137485686 -0.016753269150224799 0.00098176698380540565 leaf_weight=2.4068963754689312 2.677011489213327 76.767851328688266 leaf_count=17 80 2178 internal_value=0 0.00159276 internal_weight=0 79.1747 internal_count=2275 2195 is_linear=0 shrinkage=0.0224292 Tree=7920 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=2.68772 2.32017 threshold=-1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018919173639510494 -0.0015564010764868175 0.0099441399740699665 leaf_weight=3.9696719389758064 64.305472484416441 10.209083379731963 leaf_count=47 1921 276 internal_value=0 2.14072e-05 internal_weight=0 74.5146 internal_count=2244 2197 is_linear=0 shrinkage=0.0224292 Tree=7921 num_leaves=3 num_cat=0 split_feature=1374 43 split_gain=2.6296 2.06 threshold=-1.0000000180025095e-35 -0.082894999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036658316520605242 0.00011662011547619914 -4.5146901255684318e-05 leaf_weight=3.969691034697461 21.134020050674735 54.315916074278448 leaf_count=47 559 1638 internal_value=0 1.83131e-07 internal_weight=0 75.4499 internal_count=2244 2197 is_linear=0 shrinkage=0.000439788 Tree=7922 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=2.59125 2.21589 threshold=-1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018650188669614945 -0.0015209117316603567 0.0097170703134974099 leaf_weight=3.9363451990648164 64.324355248819302 10.211000219534979 leaf_count=47 1921 276 internal_value=0 2.07338e-05 internal_weight=0 74.5354 internal_count=2244 2197 is_linear=0 shrinkage=0.0224292 Tree=7923 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=2.56006 2.23742 threshold=-1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036335151919697972 -2.8297244371768067e-05 0.00019216909858851288 leaf_weight=3.9687344097765154 65.212363185775757 10.291458092275205 leaf_count=47 1921 276 internal_value=0 1.79413e-06 internal_weight=0 75.5038 internal_count=2244 2197 is_linear=0 shrinkage=0.000439788 Tree=7924 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=1.94938 3.38072 2.89224 threshold=0.090005000000000016 -0.053904999999999988 0.13130500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090270469334391788 -0.0079930093725932641 0.0048204789437034726 0.021405405052560566 leaf_weight=10.934810095117426 20.647267894287783 46.600996896585912 1.814540073275565 leaf_count=207 802 1206 38 internal_value=0 0.0021866 -0.00560195 internal_weight=0 57.5358 22.4618 internal_count=2253 1413 840 is_linear=0 shrinkage=0.0224292 Tree=7925 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=1.9748 2.50677 threshold=0.093235000000000012 0.090005000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.6340932442306803e-05 -0.00038457160070873943 -0.00010809258293937125 leaf_weight=56.376992739100388 2.4223484951071432 22.19130799637469 leaf_count=1385 40 828 internal_value=0 1.70586e-05 internal_weight=0 78.5683 internal_count=2253 2213 is_linear=0 shrinkage=0.000439788 Tree=7926 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=1.8635 2.77665 2.37536 threshold=0.090005000000000016 0.13130500000000003 0.031880000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042600311156467561 -0.0078139700850507927 0.021076057151885888 -0.0076568684121889217 leaf_weight=47.314802665571733 20.631770943493397 1.80292406619992 10.215625108388847 leaf_count=1170 802 38 243 internal_value=0 -0.00547633 0.00214212 internal_weight=0 22.4347 57.5304 internal_count=2253 840 1413 is_linear=0 shrinkage=0.0224292 Tree=7927 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=1.82793 2.38677 threshold=0.093235000000000012 0.090005000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030676824248168518 -0.019268629275645283 -0.0056735243650010998 leaf_weight=55.657942102250217 2.3823155844584099 21.874629620874202 leaf_count=1385 40 828 internal_value=0 0.000600695 internal_weight=0 77.5326 internal_count=2253 2213 is_linear=0 shrinkage=0.0224292 Tree=7928 num_leaves=4 num_cat=0 split_feature=133 133 2 split_gain=2.30022 1.70786 1.56363 threshold=0.091360000000000011 0.083810000000000009 0.098215000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026232191344197867 -0.022011596483997437 0.012374715070361222 -0.00037719666845008066 leaf_weight=65.796806202155949 3.7285274342211769 6.4094308529492983 3.0483347348654206 leaf_count=1525 294 304 132 internal_value=0 0.00134047 -0.0123085 internal_weight=0 72.2062 6.77686 internal_count=2255 1829 426 is_linear=0 shrinkage=0.0224292 Tree=7929 num_leaves=4 num_cat=0 split_feature=133 49 2 split_gain=2.2357 1.64946 1.55071 threshold=0.091360000000000011 -0.085949999999999985 0.098215000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014161576615294425 -0.00042716584122102862 5.1351018328718944e-05 -6.9065270940935354e-06 leaf_weight=9.896709351698517 3.7440402843458278 63.016616140387214 3.0958779556076479 leaf_count=130 294 1699 132 internal_value=0 2.51289e-05 -0.000237497 internal_weight=0 72.9133 6.83992 internal_count=2255 1829 426 is_linear=0 shrinkage=0.000439788 Tree=7930 num_leaves=4 num_cat=0 split_feature=133 49 2 split_gain=2.21282 1.70467 1.52785 threshold=0.091360000000000011 -0.085949999999999985 0.098215000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007375299741896167 -0.021817144353499421 0.002675773184641541 -0.00036827160108437643 leaf_weight=9.8059721129320661 3.6776865579304276 62.41110622287033 3.049579331303903 leaf_count=130 294 1699 132 internal_value=0 0.0013094 -0.0121226 internal_weight=0 72.2171 6.72727 internal_count=2255 1829 426 is_linear=0 shrinkage=0.0224292 Tree=7931 num_leaves=4 num_cat=0 split_feature=133 133 4 split_gain=2.12962 1.63731 1.49517 threshold=0.091360000000000011 0.083810000000000009 0.059230000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022435600801684548 -0.019736081841118396 0.01208200649021441 0.0024502327817243568 leaf_weight=65.798405299576643 4.3271218534082427 6.4116984769270848 2.3507112587831216 leaf_count=1525 338 304 88 internal_value=0 0.00128014 -0.0119414 internal_weight=0 72.2101 6.67783 internal_count=2255 1829 426 is_linear=0 shrinkage=0.0224292 Tree=7932 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.94192 2.5178 1.54977 threshold=-0.15648499999999999 -0.49367499999999992 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018142913598983509 -0.022475894465916621 -0.0012678123617027425 0.001383420327254063 leaf_weight=5.8740132674611214 2.922643440659157 66.021667061686003 5.2536208155961504 leaf_count=79 103 1968 104 internal_value=0 -0.00217283 0.0102463 internal_weight=0 68.9443 11.1276 internal_count=2254 2071 183 is_linear=0 shrinkage=0.0224292 Tree=7933 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.81815 2.41864 1.49426 threshold=-0.15648499999999999 -0.49367499999999992 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017828830467976738 -0.022066349976004183 -0.0012392983912671986 0.0013524998397778873 leaf_weight=5.8441014066193002 2.9106101740617296 66.026200455667095 5.2536361240545375 leaf_count=79 103 1968 104 internal_value=0 -0.00212451 0.0100447 internal_weight=0 68.9368 11.0977 internal_count=2254 2071 183 is_linear=0 shrinkage=0.0224292 Tree=7934 num_leaves=4 num_cat=0 split_feature=43 48 13 split_gain=2.70081 2.30461 1.35069 threshold=-0.15109999999999998 0.084485000000000018 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016811266593830827 0.00041303820937433066 -0.0088131465684728669 0.001322270016886258 leaf_weight=6.1350842696738237 49.895917942465985 18.714083184053379 5.2536526902840706 leaf_count=92 1683 375 104 internal_value=0 -0.00210525 0.00968033 internal_weight=0 68.61 11.3887 internal_count=2254 2058 196 is_linear=0 shrinkage=0.0224292 Tree=7935 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.59758 2.36454 1.70736 threshold=-0.17632999999999996 -0.49367499999999992 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019699565419904499 -0.021659936006525177 -0.0010922599164320645 0.0012927148137040609 leaf_weight=4.885189875138165 2.9163127891952163 66.927711132305831 5.2536705842594529 leaf_count=56 104 1990 104 internal_value=0 -0.00195674 0.010182 internal_weight=0 69.844 10.1389 internal_count=2254 2094 160 is_linear=0 shrinkage=0.0224292 Tree=7936 num_leaves=4 num_cat=0 split_feature=403 4 13 split_gain=1.79872 1.95217 0.849758 threshold=0.093800000000000008 -0.083954999999999988 -0.083894999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076587216593152433 -0.0028571678628839924 -0.00053785660535187927 -0.026125792062852728 leaf_weight=19.341316479210946 1.4401187954063064 59.663048940442877 1.7428293791272143 leaf_count=446 70 1692 98 internal_value=0 0.00147014 -0.0156778 internal_weight=0 79.0044 3.18295 internal_count=2306 2138 168 is_linear=0 shrinkage=0.0224292 Tree=7937 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=1.7684 2.15583 threshold=0.062655000000000016 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017195620590303318 -0.017099050043326989 0.0021236339404388013 leaf_weight=3.0015445426106444 2.6714798809543927 76.465887007277615 leaf_count=42 78 2186 internal_value=0 0.00138998 internal_weight=0 79.4674 internal_count=2306 2228 is_linear=0 shrinkage=0.0224292 Tree=7938 num_leaves=4 num_cat=0 split_feature=403 4 13 split_gain=1.74527 1.85887 0.836173 threshold=0.093800000000000008 -0.083954999999999988 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001438352575374786 -5.5046029496069237e-05 -1.1954407564654712e-05 -0.00050754725882108361 leaf_weight=19.58669122930678 1.4377850108357964 60.594148636417231 1.7476780338947708 leaf_count=446 68 1692 100 internal_value=0 2.61273e-05 -0.000304852 internal_weight=0 80.1808 3.18546 internal_count=2306 2138 168 is_linear=0 shrinkage=0.000439788 Tree=7939 num_leaves=4 num_cat=0 split_feature=403 4 16 split_gain=1.77253 1.83095 0.865345 threshold=0.093800000000000008 -0.083954999999999988 -0.079504999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014559605561957742 -0.00051115398126934104 -9.2342204637531273e-06 -5.1862815052543522e-05 leaf_weight=19.538051822191846 1.7465913166997782 60.372652301517064 1.4495238917988889 leaf_count=446 100 1692 68 internal_value=0 2.86473e-05 -0.000304398 internal_weight=0 79.9107 3.19612 internal_count=2306 2138 168 is_linear=0 shrinkage=0.000439788 Tree=7940 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=2.72963 4.03312 3.57885 threshold=0.083055000000000018 0.084055000000000005 -0.0083549999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014329041820319712 0.032238765915996032 0.0012037147625293787 0.0049535686880826102 leaf_weight=12.924151398419783 2.1716158734998308 54.869334273954337 7.7239650600240557 leaf_count=494 72 1626 91 internal_value=0 0.00239565 -0.00711797 internal_weight=0 57.041 20.6481 internal_count=2283 1698 585 is_linear=0 shrinkage=0.0224292 Tree=7941 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.73372 3.2958 threshold=0.081365000000000007 -0.018054999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5348495180368294e-05 -0.00037024074039640264 0.00020085149144476722 leaf_weight=61.437211181117164 4.1256241405644678 12.668586819156188 leaf_count=1960 111 212 internal_value=0 -3.21905e-06 internal_weight=0 74.1058 internal_count=2283 2172 is_linear=0 shrinkage=0.000439788 Tree=7942 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.837 3.1296 threshold=0.081365000000000007 -0.018054999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012659166642410298 -0.018413012767926139 0.010937951982154803 leaf_weight=60.791857185851768 4.0367161725298493 12.776473723199159 leaf_count=1960 111 212 internal_value=0 0.000855794 internal_weight=0 73.5683 internal_count=2283 2172 is_linear=0 shrinkage=0.0224292 Tree=7943 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=2.72213 3.0041 threshold=0.081365000000000007 -0.018054999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001237568446517213 -0.018072035271926707 0.010741096958442348 leaf_weight=60.790086473621159 4.0211700434665536 12.719811106664563 leaf_count=1960 111 212 internal_value=0 0.000837415 internal_weight=0 73.5099 internal_count=2283 2172 is_linear=0 shrinkage=0.0224292 Tree=7944 num_leaves=4 num_cat=0 split_feature=131 131 3 split_gain=2.45274 2.71301 2.20123 threshold=0.10033500000000002 0.10370500000000001 -0.10075499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057031038461672449 0.03675235861402916 -0.0013066571774542591 -0.0032218336620409584 leaf_weight=18.33230700744889 1.8415322006767376 1.906413202974363 57.327380931636071 leaf_count=306 19 145 1793 internal_value=0 0.0174849 -0.00105843 internal_weight=0 3.74795 75.6597 internal_count=2263 164 2099 is_linear=0 shrinkage=0.0224292 Tree=7945 num_leaves=4 num_cat=0 split_feature=0 0 147 split_gain=2.85 4.8712 2.9767 threshold=-0.084169999999999981 -0.083999999999999977 0.089365000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011963146940683977 0.00075787384723462572 4.5752991954941715e-05 0.00028640807178065579 leaf_weight=38.832327866416108 1.9411538010463107 35.651566294134682 3.8188432150345752 leaf_count=994 17 1189 63 internal_value=0 8.28904e-05 -8.31642e-05 internal_weight=0 37.5927 42.6512 internal_count=2263 1206 1057 is_linear=0 shrinkage=0.000439788 Tree=7946 num_leaves=4 num_cat=0 split_feature=0 0 147 split_gain=2.84781 5.03216 2.94097 threshold=-0.084169999999999981 -0.083999999999999977 0.089365000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011557418953462565 0.00077113194628388099 4.868075744238405e-05 0.00028823019290356443 leaf_weight=38.907065610242626 1.9486684217699792 35.709974071615761 3.8136840678052968 leaf_count=994 17 1189 63 internal_value=0 8.64362e-05 -7.94139e-05 internal_weight=0 37.6586 42.7207 internal_count=2263 1206 1057 is_linear=0 shrinkage=0.000439788 Tree=7947 num_leaves=4 num_cat=0 split_feature=0 0 147 split_gain=2.87573 4.95365 2.95832 threshold=-0.084169999999999981 -0.083999999999999977 0.089365000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011820071738072671 0.00076588712515175542 4.7800721093346699e-05 0.0002873156183879698 leaf_weight=38.65336902377112 1.9418318060343143 35.500583526535593 3.8053577881655647 leaf_count=994 17 1189 63 internal_value=0 8.54133e-05 -8.17436e-05 internal_weight=0 37.4424 42.4587 internal_count=2263 1206 1057 is_linear=0 shrinkage=0.000439788 Tree=7948 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.02107 2.75299 threshold=-0.47365999999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020327949349482236 -0.0025358288049742821 0.011506458301101303 leaf_weight=3.4661881798674576 65.967606944015643 7.8412085550880866 leaf_count=60 1949 222 internal_value=0 -0.00104143 internal_weight=0 73.8088 internal_count=2231 2171 is_linear=0 shrinkage=0.0224292 Tree=7949 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.02624 2.594 threshold=-0.47365999999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039769143286385667 -4.7768386672517729e-05 0.00021876496808649978 leaf_weight=3.5003933585758196 66.821649666684607 7.8778645968232004 leaf_count=60 1949 222 internal_value=0 -1.96109e-05 internal_weight=0 74.6995 internal_count=2231 2171 is_linear=0 shrinkage=0.000439788 Tree=7950 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=2.92431 2.63844 threshold=-0.47365999999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020135006421783536 -0.0024771873726830984 0.011300705530792677 leaf_weight=3.4221097296322105 65.97995055584488 7.8017052578361463 leaf_count=60 1949 222 internal_value=0 -0.00101776 internal_weight=0 73.7817 internal_count=2231 2171 is_linear=0 shrinkage=0.0224292 Tree=7951 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=2.90212 2.61597 threshold=-0.47365999999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039271228501932805 -4.8031028910122825e-05 0.00021918734799303714 leaf_weight=3.4350515198020721 66.649385249334046 7.9094698618500834 leaf_count=60 1949 222 internal_value=0 -1.96347e-05 internal_weight=0 74.5589 internal_count=2231 2171 is_linear=0 shrinkage=0.000439788 Tree=7952 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.61455 2.31073 threshold=-0.089609999999999981 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019210899585398056 0.00052317174147780798 0.022027791013272135 leaf_weight=3.2624160239938638 78.813233995717383 2.5774733209327669 leaf_count=48 2171 40 internal_value=0 0.00120918 internal_weight=0 81.3907 internal_count=2259 2211 is_linear=0 shrinkage=0.0224292 Tree=7953 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.49597 2.2504 threshold=-0.089609999999999981 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018754985906397938 0.00051145486490324131 0.021907138059891161 leaf_weight=3.2671795361675313 78.811010404037006 2.534134738129068 leaf_count=48 2171 40 internal_value=0 0.00118298 internal_weight=0 81.3451 internal_count=2259 2211 is_linear=0 shrinkage=0.0224292 Tree=7954 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.27655 2.2235 threshold=-0.089609999999999981 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034546183639041914 1.1964798261690448e-05 0.00042775768883683226 leaf_weight=3.3205573252635068 79.765410624980177 2.5485776426576185 leaf_count=48 2171 40 internal_value=0 2.49346e-05 internal_weight=0 82.314 internal_count=2259 2211 is_linear=0 shrinkage=0.000439788 Tree=7955 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.2398 2.20373 threshold=-0.089609999999999981 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034301337868028128 1.1610192584287272e-05 0.00042700900060262174 leaf_weight=3.318839303450658 79.800056092778959 2.5299704622339041 leaf_count=48 2171 40 internal_value=0 2.44713e-05 internal_weight=0 82.33 internal_count=2259 2211 is_linear=0 shrinkage=0.000439788 Tree=7956 num_leaves=3 num_cat=0 split_feature=51 42 split_gain=2.15466 1.94039 threshold=-0.40771999999999992 -0.091229999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027422602686868379 0.011231758269632585 -0.0011726351110016373 leaf_weight=1.4545323526108394 6.9615877418573282 69.543717892436689 leaf_count=72 229 1990 internal_value=0 -4.13787e-05 internal_weight=0 76.5053 internal_count=2291 2219 is_linear=0 shrinkage=0.0224292 Tree=7957 num_leaves=4 num_cat=0 split_feature=51 157 51 split_gain=2.03126 2.46398 2.23005 threshold=0.07955000000000001 -0.07686999999999998 0.13775500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081393188765689784 0.010367615152210621 -0.0043720549254874664 -0.0099937942360820257 leaf_weight=9.3337547229257307 13.578183947342042 51.654569448252005 3.3620879351537942 leaf_count=213 258 1722 98 internal_value=0 -0.00245535 0.00631984 internal_weight=0 60.9883 16.9403 internal_count=2291 1935 356 is_linear=0 shrinkage=0.0224292 Tree=7958 num_leaves=4 num_cat=0 split_feature=51 474 51 split_gain=1.94456 2.1586 2.13655 threshold=0.07955000000000001 0.084660000000000027 0.13775500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040979485867771301 0.010164466684924449 0.0080905763067039126 -0.009772269900552983 leaf_weight=52.48156146324618 13.539746905809809 8.4739263345163618 3.3616218644260689 leaf_count=1696 258 239 98 internal_value=0 -0.00240152 0.00619257 internal_weight=0 60.9555 16.9014 internal_count=2291 1935 356 is_linear=0 shrinkage=0.0224292 Tree=7959 num_leaves=4 num_cat=0 split_feature=51 157 51 split_gain=1.86137 2.28364 2.04684 threshold=0.07955000000000001 -0.07686999999999998 0.13775500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078765364647334166 0.009964526339018084 -0.0041908246698643898 -0.0095553543822359463 leaf_weight=9.2930387642900296 13.502455552581525 51.639438491813507 3.3612614831481542 leaf_count=213 258 1722 98 internal_value=0 -0.0023485 0.00606743 internal_weight=0 60.9325 16.8637 internal_count=2291 1935 356 is_linear=0 shrinkage=0.0224292 Tree=7960 num_leaves=3 num_cat=0 split_feature=13 49 split_gain=2.52461 2.1921 threshold=-0.47365999999999991 -0.15562499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020376598654208742 0.011734626345761986 -0.0013253315531594491 leaf_weight=3.1371769300894803 7.1180367397610089 68.690228678243329 leaf_count=54 58 2159 internal_value=0 -9.64175e-05 internal_weight=0 75.8083 internal_count=2271 2217 is_linear=0 shrinkage=0.0224292 Tree=7961 num_leaves=3 num_cat=0 split_feature=13 49 split_gain=2.44713 2.10194 threshold=-0.47365999999999991 -0.15562499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020190870884541894 0.011513660432851654 -0.0012956590506936656 leaf_weight=3.095669505717523 7.0925853683147571 68.687848549075625 leaf_count=54 58 2159 internal_value=0 -9.41869e-05 internal_weight=0 75.7804 internal_count=2271 2217 is_linear=0 shrinkage=0.0224292 Tree=7962 num_leaves=3 num_cat=0 split_feature=13 49 split_gain=2.37166 2.01533 threshold=-0.47365999999999991 -0.15562499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020003975477538846 0.011295820239702159 -0.0012666491506379115 leaf_weight=3.0551480680151135 7.0678681132849297 68.685559933228888 leaf_count=54 58 2159 internal_value=0 -9.20077e-05 internal_weight=0 75.7534 internal_count=2271 2217 is_linear=0 shrinkage=0.0224292 Tree=7963 num_leaves=3 num_cat=0 split_feature=13 49 split_gain=2.29817 1.93214 threshold=-0.47365999999999991 -0.15562499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019815926205677906 0.011081110024415398 -0.0012382873909093635 leaf_weight=3.0155960844422216 7.0438632718287399 68.683358537428376 leaf_count=54 58 2159 internal_value=0 -8.98788e-05 internal_weight=0 75.7272 internal_count=2271 2217 is_linear=0 shrinkage=0.0224292 Tree=7964 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=3.49359 2.28258 threshold=-1.0000000180025095e-35 -0.44508499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050221979414026118 0.00033546392113330151 -5.7694423999197264e-05 leaf_weight=2.3343481813535609 2.9560141973197451 71.542320289923282 leaf_count=70 17 2200 internal_value=0 -4.20124e-05 internal_weight=0 74.4983 internal_count=2287 2217 is_linear=0 shrinkage=0.000439788 Tree=7965 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=3.51357 2.25968 threshold=-1.0000000180025095e-35 -0.44508499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050023269645915161 0.00032770637230029181 -6.3252675779578303e-05 leaf_weight=2.3154765856379518 2.9593484951183191 71.688421668175124 leaf_count=70 17 2200 internal_value=0 -4.76736e-05 internal_weight=0 74.6478 internal_count=2287 2217 is_linear=0 shrinkage=0.000439788 Tree=7966 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=3.47704 2.29534 threshold=-1.0000000180025095e-35 -0.44508499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025656794176485507 0.016999521113140997 -0.0031486538012011163 leaf_weight=2.2827487363283572 2.9450197322294107 70.62015976480734 leaf_count=70 17 2200 internal_value=0 -0.00233786 internal_weight=0 73.5652 internal_count=2287 2217 is_linear=0 shrinkage=0.0224292 Tree=7967 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=3.38244 2.19936 threshold=-1.0000000180025095e-35 -0.44508499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025590517281802817 0.016674952794204459 -0.0030779889416753786 leaf_weight=2.2378832501308343 2.9354834863916031 70.621569826782434 leaf_count=70 17 2200 internal_value=0 -0.00228557 internal_weight=0 73.5571 internal_count=2287 2217 is_linear=0 shrinkage=0.0224292 Tree=7968 num_leaves=4 num_cat=0 split_feature=16 16 48 split_gain=1.56075 4.01085 2.5781 threshold=-0.056339999999999994 -0.0087549999999999989 0.085865000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077672100722353359 -0.0189791632371339 0.0013075952189001419 -0.0040175972886662761 leaf_weight=32.370819516575466 5.7687126888204139 32.048200406163232 13.108003612127503 leaf_count=1008 262 761 205 internal_value=0 -0.00179503 0.00437031 internal_weight=0 37.8169 45.4788 internal_count=2236 1023 1213 is_linear=0 shrinkage=0.0224292 Tree=7969 num_leaves=4 num_cat=0 split_feature=1213 15 1 split_gain=1.5347 2.01593 0.715516 threshold=-1.0000000180025095e-35 0.083995000000000014 0.07635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047420441039684101 8.3683331776622243e-06 0.00017988011205913516 -4.983993848132053e-05 leaf_weight=1.597582268457699 64.452812455066578 16.668071951884485 1.4742290736030552 leaf_count=263 1403 491 79 internal_value=0 4.36432e-05 -0.000272109 internal_weight=0 81.1209 3.07181 internal_count=2236 1894 342 is_linear=0 shrinkage=0.000439788 Tree=7970 num_leaves=4 num_cat=0 split_feature=16 16 48 split_gain=1.4923 3.8606 2.46271 threshold=-0.056339999999999994 -0.0087549999999999989 0.085865000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075964114920574468 -0.018673784044876088 0.00128017137426242 -0.0039174948649951949 leaf_weight=32.359967579634031 5.7339325323664516 32.050511483157607 13.12308693819068 leaf_count=1008 262 761 205 internal_value=0 -0.00175582 0.00427409 internal_weight=0 37.7844 45.4831 internal_count=2236 1023 1213 is_linear=0 shrinkage=0.0224292 Tree=7971 num_leaves=4 num_cat=0 split_feature=1213 15 1 split_gain=1.54701 1.85503 0.733642 threshold=-1.0000000180025095e-35 0.083995000000000014 0.078340000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047237102307748428 8.9338034397958359e-06 0.00017365696518689957 -4.3450437691315238e-05 leaf_weight=1.6450562352001719 64.217591012422872 16.63336644959054 1.4454648476094005 leaf_count=267 1403 491 75 internal_value=0 4.28551e-05 -0.000273259 internal_weight=0 80.851 3.09052 internal_count=2236 1894 342 is_linear=0 shrinkage=0.000439788 Tree=7972 num_leaves=4 num_cat=0 split_feature=12 129 1 split_gain=1.70498 2.01636 1.58469 threshold=0.10115500000000001 0.048480000000000009 0.090435000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027247111358948638 -0.0058451174013633474 0.012334828691062946 0.013618964239867854 leaf_weight=63.212178387038875 2.923415974145426 4.7943822326365071 7.4086861911982851 leaf_count=1800 179 171 121 internal_value=0 -0.00165987 0.00811108 internal_weight=0 68.0066 10.3321 internal_count=2271 1971 300 is_linear=0 shrinkage=0.0224292 Tree=7973 num_leaves=4 num_cat=0 split_feature=131 131 52 split_gain=1.745 2.09067 1.62449 threshold=0.10033500000000002 0.10370500000000001 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2907499667094173e-05 0.00060007849535877059 -5.0561633420908294e-05 0.00015728266139754046 leaf_weight=66.466408306689573 1.954562457147403 1.845733281203138 8.8692870625222877 leaf_count=1858 16 146 251 internal_value=0 0.000285401 -1.93052e-05 internal_weight=0 3.8003 75.3357 internal_count=2271 162 2109 is_linear=0 shrinkage=0.000439788 Tree=7974 num_leaves=4 num_cat=0 split_feature=131 131 15 split_gain=1.79767 2.12852 1.55608 threshold=0.10033500000000002 0.10370500000000001 0.09167500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5349680028976187e-06 0.00060468601313937479 -5.089319690151298e-05 -0.00023453622924226033 leaf_weight=69.230822912149051 1.9599245449935545 1.8511399975977836 6.0638840280207651 leaf_count=1788 16 146 321 internal_value=0 0.000287586 -2.1274e-05 internal_weight=0 3.81106 75.2947 internal_count=2271 162 2109 is_linear=0 shrinkage=0.000439788 Tree=7975 num_leaves=4 num_cat=0 split_feature=131 131 15 split_gain=1.697 2.08448 1.60817 threshold=0.10033500000000002 0.10370500000000001 0.09167500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9946209825188341e-06 0.00059310870952367545 -5.6568766022812684e-05 -0.00023881437703857553 leaf_weight=69.322492802920806 1.9518922012648539 1.8474778851959852 6.065011976033019 leaf_count=1788 16 146 321 internal_value=0 0.000278494 -2.20223e-05 internal_weight=0 3.79937 75.3875 internal_count=2271 162 2109 is_linear=0 shrinkage=0.000439788 Tree=7976 num_leaves=4 num_cat=0 split_feature=403 133 3 split_gain=1.79414 2.5099 1.90443 threshold=-1.0000000180025095e-35 0.10357500000000001 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067065916235953199 0.0028577852997710216 0.019432551935417978 -0.019950351700515519 leaf_weight=2.2404939926636871 74.439024686912489 4.8805723736513746 3.3379832688506204 leaf_count=54 1632 111 490 internal_value=0 0.00388207 -0.00925771 internal_weight=0 79.3196 5.57848 internal_count=2287 1743 544 is_linear=0 shrinkage=0.0224292 Tree=7977 num_leaves=4 num_cat=0 split_feature=403 133 2 split_gain=1.80991 2.39977 1.94472 threshold=-1.0000000180025095e-35 0.10357500000000001 0.091315000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038000371019223224 5.5924791490340487e-05 0.00037347054864890104 0.00015273951833202456 leaf_weight=3.542293341047297 75.423902603921306 4.8842659570000242 2.0972872635866224 leaf_count=426 1632 111 118 internal_value=0 7.53218e-05 -0.000182036 internal_weight=0 80.3082 5.63958 internal_count=2287 1743 544 is_linear=0 shrinkage=0.000439788 Tree=7978 num_leaves=4 num_cat=0 split_feature=403 133 2 split_gain=1.81063 2.31967 1.92495 threshold=-1.0000000180025095e-35 0.10357500000000001 0.091315000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037785291879683015 5.6502011813674261e-05 0.00036907526367926805 0.00015214254966108959 leaf_weight=3.5558244583344267 75.183947330509 4.8728969055337066 2.0929908397847612 leaf_count=426 1632 111 118 internal_value=0 7.56112e-05 -0.000181629 internal_weight=0 80.0568 5.64882 internal_count=2287 1743 544 is_linear=0 shrinkage=0.000439788 Tree=7979 num_leaves=4 num_cat=0 split_feature=0 52 4 split_gain=1.83162 3.20863 1.28344 threshold=-0.0013399999999999998 0.18829500000000002 -0.48249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1943356200800952e-05 5.3854133335015808e-05 -0.00038245901575044433 0.00034597397611538884 leaf_weight=70.36534035546083 5.1866712417686358 3.430898326498208 6.6290900235217105 leaf_count=1808 116 240 123 internal_value=0 3.16536e-05 0.000218038 internal_weight=0 73.7962 11.8158 internal_count=2287 2048 239 is_linear=0 shrinkage=0.000439788 Tree=7980 num_leaves=4 num_cat=0 split_feature=3 43 52 split_gain=2.93611 3.74571 1.57878 threshold=-0.11276499999999999 -0.34140499999999996 0.0084900000000000028 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024805575075191767 -0.00055308059592020507 -2.7256710634059608e-05 -5.6066721341226458e-05 leaf_weight=11.425715600972127 2.7235765236800935 58.771245486311273 4.6314226067916016 leaf_count=204 55 1947 61 internal_value=0 -5.07096e-05 0.000160374 internal_weight=0 61.4948 16.0571 internal_count=2267 2002 265 is_linear=0 shrinkage=0.000439788 Tree=7981 num_leaves=4 num_cat=0 split_feature=3 43 11 split_gain=2.76847 3.7227 1.40384 threshold=-0.11276499999999999 -0.34140499999999996 0.081790000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012220511432808731 -0.028257258746116978 -0.0014267133598470966 -0.0024262546395729884 leaf_weight=11.142900200873553 2.704636756097897 58.052500429314023 4.6611393237703842 leaf_count=150 55 1947 115 internal_value=0 -0.00262959 0.00790297 internal_weight=0 60.7571 15.804 internal_count=2267 2002 265 is_linear=0 shrinkage=0.0224292 Tree=7982 num_leaves=4 num_cat=0 split_feature=3 43 52 split_gain=2.65348 3.61549 1.60666 threshold=-0.11276499999999999 -0.34140499999999996 0.0084900000000000028 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012335001516745367 -0.028006808939738486 -0.0013947435927083656 -0.0034258887971864841 leaf_weight=11.169158954866814 2.6682012270684927 58.051688865217329 4.5782056217140044 leaf_count=204 55 1947 61 internal_value=0 -0.00257259 0.00775426 internal_weight=0 60.7199 15.7474 internal_count=2267 2002 265 is_linear=0 shrinkage=0.0224292 Tree=7983 num_leaves=4 num_cat=0 split_feature=3 43 52 split_gain=2.54263 3.51093 1.5455 threshold=-0.11276499999999999 -0.34140499999999996 0.0084900000000000028 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012118189506527061 -0.027756154403673048 -0.0013634888754854018 -0.0033470902932363298 leaf_weight=11.114956142241224 2.6324878898703892 58.050931589147694 4.5812984324584241 leaf_count=204 55 1947 61 internal_value=0 -0.00251679 0.00760572 internal_weight=0 60.6834 15.6963 internal_count=2267 2002 265 is_linear=0 shrinkage=0.0224292 Tree=7984 num_leaves=4 num_cat=0 split_feature=12 2 1 split_gain=2.3287 2.89544 1.18709 threshold=-0.077034999999999978 0.073240000000000013 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0098623212427554e-05 -0.00018198779023323837 2.6013936340059879e-05 0.00033986113319103286 leaf_weight=2.2233761324350771 16.814921186800348 56.000282164076907 5.5340921029273886 leaf_count=41 449 1614 195 internal_value=0 -2.20542e-05 0.000231129 internal_weight=0 72.8152 7.75747 internal_count=2299 2063 236 is_linear=0 shrinkage=0.000439788 Tree=7985 num_leaves=3 num_cat=0 split_feature=1374 2 split_gain=2.28657 2.47067 threshold=-0.094929999999999987 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020918677288822452 -0.0062821254281075628 0.0030467259391793512 leaf_weight=2.5100011636386617 18.913914929122257 58.119346251749903 leaf_count=39 534 1726 internal_value=0 0.000755231 internal_weight=0 77.0333 internal_count=2299 2260 is_linear=0 shrinkage=0.0224292 Tree=7986 num_leaves=4 num_cat=0 split_feature=12 2 1 split_gain=2.21635 2.71145 1.2137 threshold=-0.077034999999999978 0.073240000000000013 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025390512018596358 -0.0090865432452133261 0.0012369107582049807 0.017258908114273552 leaf_weight=2.1788497322704634 16.633893484446162 55.291038424632461 5.4067221783116111 leaf_count=41 449 1614 195 internal_value=0 -0.00115235 0.0115801 internal_weight=0 71.9249 7.58557 internal_count=2299 2063 236 is_linear=0 shrinkage=0.0224292 Tree=7987 num_leaves=4 num_cat=0 split_feature=12 2 1 split_gain=2.19317 2.67006 1.19117 threshold=-0.077034999999999978 0.073240000000000013 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6190298533892231e-05 -0.00017431959122744415 2.5585483672142837e-05 0.00033612415858230607 leaf_weight=2.2061547284392864 16.792362493695691 55.85491191724077 5.4645597773051122 leaf_count=41 449 1614 195 internal_value=0 -2.06561e-05 0.000226326 internal_weight=0 72.6473 7.67071 internal_count=2299 2063 236 is_linear=0 shrinkage=0.000439788 Tree=7988 num_leaves=4 num_cat=0 split_feature=15 159 52 split_gain=1.34643 2.29978 0.243678 threshold=-0.39235499999999995 0.091305000000000011 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019300069529819708 0.0024404472233692806 -0.012875604748071659 0.0090879537638248586 leaf_weight=2.092328419770638 73.22748000171805 5.2691373039274358 2.8082194022899776 leaf_count=49 1919 207 117 internal_value=0 0.00140947 0.0135061 internal_weight=0 78.4966 4.90055 internal_count=2292 2126 166 is_linear=0 shrinkage=0.0224292 Tree=7989 num_leaves=4 num_cat=0 split_feature=15 159 52 split_gain=1.34963 2.12324 0.252305 threshold=-0.39235499999999995 0.091305000000000011 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003777432082714308 4.6182887775110911e-05 -0.0002400458020298479 0.00017544391863022539 leaf_weight=2.1160285877340357 74.247792140833553 5.3564877451772182 2.8519114130431253 leaf_count=49 1919 207 117 internal_value=0 2.68699e-05 0.000262727 internal_weight=0 79.6043 4.96794 internal_count=2292 2126 166 is_linear=0 shrinkage=0.000439788 Tree=7990 num_leaves=4 num_cat=0 split_feature=49 43 52 split_gain=1.26802 3.8379 1.65884 threshold=-0.085949999999999985 -0.085224999999999981 -0.10153999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015821809670880991 -0.00011222919252530676 -0.00034818645836187266 8.8238510321077691e-05 leaf_weight=5.8065679178689606 9.1088813875085162 5.7366149922599998 63.786532776793138 leaf_count=69 394 68 1761 internal_value=0 -9.36091e-05 6.31656e-05 internal_weight=0 11.5432 72.8954 internal_count=2292 137 2155 is_linear=0 shrinkage=0.000439788 Tree=7991 num_leaves=4 num_cat=0 split_feature=15 159 52 split_gain=1.35864 2.19363 0.245559 threshold=-0.39235499999999995 0.091305000000000011 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037717268697600158 4.754341162946218e-05 -0.00024476091396633947 0.00017800813086842095 leaf_weight=2.1285370742261875 73.835141645974545 5.3047619707108415 2.8638588232497559 leaf_count=49 1919 207 117 internal_value=0 2.78959e-05 0.000264037 internal_weight=0 79.1399 4.9924 internal_count=2292 2126 166 is_linear=0 shrinkage=0.000439788 Tree=7992 num_leaves=4 num_cat=0 split_feature=42 131 4 split_gain=2.05367 3.41996 2.42072 threshold=0.092395000000000019 0.088495000000000004 -0.076729999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003874021692622842 -0.026992949896100356 -0.019829215489228138 -0.0018216387589393966 leaf_weight=68.4133029590148 2.4894644644591599 3.1868463660211992 8.2341360679492919 leaf_count=1565 119 252 346 internal_value=0 0.00281401 -0.0077027 internal_weight=0 71.6001 10.7236 internal_count=2282 1817 465 is_linear=0 shrinkage=0.0224292 Tree=7993 num_leaves=4 num_cat=0 split_feature=42 131 4 split_gain=1.96849 3.29857 2.36701 threshold=0.092395000000000019 0.088495000000000004 -0.076729999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037888705148041899 -0.026825558229286259 -0.019624156529449207 -0.001780815041197597 leaf_weight=68.38266413103338 2.4493866039483683 3.1485562385460062 8.2344116496751649 leaf_count=1565 119 252 346 internal_value=0 0.00275335 -0.00756023 internal_weight=0 71.5312 10.6838 internal_count=2282 1817 465 is_linear=0 shrinkage=0.0224292 Tree=7994 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=1.84433 2.36985 2.11309 threshold=0.092395000000000019 -0.076729999999999979 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7690013487559776e-05 -0.00052195223818497435 -3.0201917470938551e-05 0.00042717946980691751 leaf_weight=69.32779630267305 2.4353387338924213 8.3350244323955831 2.7842901506555782 leaf_count=1780 119 346 37 internal_value=0 -0.000142121 5.28375e-05 internal_weight=0 10.7704 72.1121 internal_count=2282 465 1817 is_linear=0 shrinkage=0.000439788 Tree=7995 num_leaves=4 num_cat=0 split_feature=42 131 4 split_gain=1.88436 3.08313 2.31376 threshold=0.092395000000000019 0.08844500000000001 -0.076729999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036983549162379783 -0.026650346571996292 -0.018862164774270822 -0.0017362933536557458 leaf_weight=68.305610212122701 2.4101223289253531 3.1708120202092678 8.2366399695893033 leaf_count=1563 119 254 346 internal_value=0 0.00269276 -0.00741373 internal_weight=0 71.4764 10.6468 internal_count=2282 1817 465 is_linear=0 shrinkage=0.0224292 Tree=7996 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=1.8828 1.95962 threshold=-0.47365999999999991 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035154089607486482 -0.00048312203189057395 2.3722223049154244e-05 leaf_weight=3.3134166028758036 1.4850708923040645 77.177185274242674 leaf_count=66 129 2072 internal_value=0 1.40386e-05 internal_weight=0 78.6623 internal_count=2267 2201 is_linear=0 shrinkage=0.000439788 Tree=7997 num_leaves=3 num_cat=0 split_feature=481 13 split_gain=1.90349 2.11113 threshold=-0.0079799999999999992 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018076585364797174 0.02004694768113098 0.0011749625259699012 leaf_weight=2.4503315410674977 3.0863035311704143 75.157595018335996 leaf_count=245 65 1957 internal_value=0 0.00192407 internal_weight=0 78.2439 internal_count=2267 2022 is_linear=0 shrinkage=0.0224292 Tree=7998 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=1.83007 1.97164 threshold=-0.47365999999999991 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034810095658745839 -0.00048389539904371065 2.2247650738366718e-05 leaf_weight=3.2539726015384067 1.4989159136639489 76.765885707428879 leaf_count=66 129 2072 internal_value=0 1.24384e-05 internal_weight=0 78.2648 internal_count=2267 2201 is_linear=0 shrinkage=0.000439788 Tree=7999 num_leaves=3 num_cat=0 split_feature=481 13 split_gain=1.83565 2.04954 threshold=-0.0079799999999999992 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017853198869812584 0.019859777475563653 0.0011489411738584987 leaf_weight=2.4260300485275357 3.046273519161331 75.167407875899244 leaf_count=245 65 1957 internal_value=0 0.00188236 internal_weight=0 78.2137 internal_count=2267 2022 is_linear=0 shrinkage=0.0224292 Tree=8000 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.81569 1.86109 threshold=0.086470000000000005 0.11740500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6387919797671042e-05 0.00024830318560307193 0.00034285323805837993 leaf_weight=73.181777119174512 5.4946312667161683 2.7199069510388645 leaf_count=2162 79 48 internal_value=0 -1.30734e-05 internal_weight=0 75.9017 internal_count=2289 2210 is_linear=0 shrinkage=0.000439788 Tree=8001 num_leaves=3 num_cat=0 split_feature=151 9 split_gain=1.80493 1.81483 threshold=0.086470000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003592107769301559 0.00024792144868198226 -2.5531314975636075e-05 leaf_weight=2.431143158239137 5.4731181398092295 73.592691124586509 leaf_count=59 79 2151 internal_value=0 -1.31407e-05 internal_weight=0 76.0238 internal_count=2289 2210 is_linear=0 shrinkage=0.000439788 Tree=8002 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.83144 1.7806 threshold=0.086470000000000005 0.11740500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013750677427121945 0.012770254245497355 0.017287228867346065 leaf_weight=72.35705852038609 5.4167972407303742 2.6476599458546834 leaf_count=2162 79 48 internal_value=0 -0.000712059 internal_weight=0 75.0047 internal_count=2289 2210 is_linear=0 shrinkage=0.0224292 Tree=8003 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=1.75771 1.77014 threshold=0.086470000000000005 -0.15480499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010101303538449225 0.012538073592675378 -0.001795433435094543 leaf_weight=6.9135322702750264 5.3939760991779613 68.064485909252653 leaf_count=140 79 2070 internal_value=0 -0.000696173 internal_weight=0 74.978 internal_count=2289 2210 is_linear=0 shrinkage=0.0224292 Tree=8004 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=2.81128 2.42067 threshold=0.092360000000000012 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029830146915295016 0.00024710206483145007 -5.194509122336679e-05 leaf_weight=4.040047616523224 7.8202146252006051 63.896139692043562 leaf_count=41 86 2120 internal_value=0 -3.10386e-05 internal_weight=0 67.9362 internal_count=2247 2161 is_linear=0 shrinkage=0.000439788 Tree=8005 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=2.77814 2.41829 threshold=0.092360000000000012 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002998279382458499 0.00024740060169856017 -5.0735207902323742e-05 leaf_weight=4.0289347763464312 7.7795854983778545 63.664741149749261 leaf_count=41 86 2120 internal_value=0 -2.9792e-05 internal_weight=0 67.6937 internal_count=2247 2161 is_linear=0 shrinkage=0.000439788 Tree=8006 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=2.74293 2.38789 threshold=0.092360000000000012 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015072478883657836 0.012408937434290331 -0.0027991987652279159 leaf_weight=3.9817167836299623 7.679432145865575 62.797018321175983 leaf_count=41 86 2120 internal_value=0 -0.00172959 internal_weight=0 66.7787 internal_count=2247 2161 is_linear=0 shrinkage=0.0224292 Tree=8007 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=2.63387 2.28979 threshold=0.092360000000000012 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014798630748945819 0.012196652516006686 -0.0027366659500787502 leaf_weight=3.9649838067707597 7.6386507570641689 62.791755701864986 leaf_count=41 86 2120 internal_value=0 -0.00169123 internal_weight=0 66.7567 internal_count=2247 2161 is_linear=0 shrinkage=0.0224292 Tree=8008 num_leaves=4 num_cat=0 split_feature=484 157 1 split_gain=2.64782 2.16054 1.56842 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.11000000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025717778950508498 -0.016680687216256807 0.0035517817493763613 -0.0017685638022446905 leaf_weight=2.6349014212246393 2.7381694235873502 71.959778877491772 2.862321549851913 leaf_count=332 131 1755 48 internal_value=0 0.00280606 -0.0132971 internal_weight=0 74.6979 5.49722 internal_count=2266 1886 380 is_linear=0 shrinkage=0.0224292 Tree=8009 num_leaves=4 num_cat=0 split_feature=484 157 1 split_gain=2.54966 2.07471 1.54978 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.11000000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025658056135715014 -0.016413249432854476 0.0034735533367094163 -0.0017288015719126918 leaf_weight=2.5824340927720177 2.7208783527285041 71.930806959426263 2.8629111804184504 leaf_count=332 131 1755 48 internal_value=0 0.00274471 -0.0131272 internal_weight=0 74.6517 5.44535 internal_count=2266 1886 380 is_linear=0 shrinkage=0.0224292 Tree=8010 num_leaves=4 num_cat=0 split_feature=484 157 1 split_gain=2.45504 1.99203 1.53115 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.11000000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025598966047880315 -0.016147037622875414 0.003397005678152001 -0.0016899390778439668 leaf_weight=2.5309637068221482 2.7042089197198029 71.902733403139791 2.8634906898951158 leaf_count=332 131 1755 48 internal_value=0 0.00268466 -0.0129583 internal_weight=0 74.6069 5.39445 internal_count=2266 1886 380 is_linear=0 shrinkage=0.0224292 Tree=8011 num_leaves=4 num_cat=0 split_feature=484 157 1 split_gain=2.45392 1.92652 1.52425 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.11000000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050061208651327484 -0.00030934880008313742 6.6914394241524832e-05 -3.3921319531045587e-05 leaf_weight=2.5285093575312194 2.7122228018261003 72.617136655604554 2.8944533077301458 leaf_count=332 131 1755 48 internal_value=0 5.32921e-05 -0.000252513 internal_weight=0 75.3294 5.42296 internal_count=2266 1886 380 is_linear=0 shrinkage=0.000439788 Tree=8012 num_leaves=4 num_cat=0 split_feature=15 0 42 split_gain=2.1173 2.32503 2.08747 threshold=0.091545000000000015 -0.077944999999999987 0.088285000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6445806655444508e-05 -0.00048148665412462419 0.000118153430898344 9.7027366759993477e-06 leaf_weight=44.429780628627213 3.4363975999003733 26.471429294373593 3.2434603467290799 leaf_count=1311 150 596 204 internal_value=0 1.50237e-05 -0.000243638 internal_weight=0 70.9012 6.67986 internal_count=2261 1907 354 is_linear=0 shrinkage=0.000439788 Tree=8013 num_leaves=3 num_cat=0 split_feature=10 52 split_gain=2.39861 2.22537 threshold=-0.012544999999999999 0.10452000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003579077651343912 -5.9854158296013667e-05 0.00014278159714105034 leaf_weight=3.2764786951665874 61.809423937732845 12.603624326591669 leaf_count=83 1778 400 internal_value=0 -2.55051e-05 internal_weight=0 74.413 internal_count=2261 2178 is_linear=0 shrinkage=0.000439788 Tree=8014 num_leaves=3 num_cat=0 split_feature=10 131 split_gain=2.40068 2.23543 threshold=-0.012544999999999999 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018409516348439372 -0.0022339393150199393 0.015117973436967276 leaf_weight=3.2257783695749813 69.62111019668373 3.9277308655873631 leaf_count=83 2012 166 internal_value=0 -0.00130361 internal_weight=0 73.5488 internal_count=2261 2178 is_linear=0 shrinkage=0.0224292 Tree=8015 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=2.32454 2.14027 threshold=-0.012544999999999999 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035586843236576566 2.8168323537333374e-07 -0.00026354244382234581 leaf_weight=3.2535251043227609 67.824399539458227 6.4999399119669752 leaf_count=83 1831 347 internal_value=0 -2.28525e-05 internal_weight=0 74.3243 internal_count=2261 2178 is_linear=0 shrinkage=0.000439788 Tree=8016 num_leaves=3 num_cat=0 split_feature=39 4 split_gain=1.94189 1.7579 threshold=-1.0000000180025095e-35 0.053330000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020791245750151802 -0.0016399576749580895 0.0054804920948190016 leaf_weight=2.1308526837892705 50.470290322014989 26.630262447206405 leaf_count=42 1734 499 internal_value=0 0.000820169 internal_weight=0 77.1006 internal_count=2275 2233 is_linear=0 shrinkage=0.0224292 Tree=8017 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=1.86327 2.59304 2.17325 threshold=0.10384000000000002 -0.51403499999999991 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032068167312142705 0.00019940147638889988 -6.8954753984542462e-05 -5.3957365801269008e-05 leaf_weight=3.5218752217042484 16.434602057641317 49.298235268963708 10.866035900231507 leaf_count=42 344 1721 168 internal_value=0 -4.28686e-05 9.85939e-05 internal_weight=0 52.8201 27.3006 internal_count=2275 1763 512 is_linear=0 shrinkage=0.000439788 Tree=8018 num_leaves=3 num_cat=0 split_feature=401 13 split_gain=1.76853 1.46331 threshold=0.082755000000000009 -0.5242349999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019083884097039629 -0.017611087699346391 0.001340658801268913 leaf_weight=1.7882513462900522 2.6809181895914653 74.746357282474037 leaf_count=28 211 2036 internal_value=0 0.000858794 internal_weight=0 76.5346 internal_count=2275 2064 is_linear=0 shrinkage=0.0224292 Tree=8019 num_leaves=3 num_cat=0 split_feature=39 4 split_gain=1.82962 1.67902 threshold=-1.0000000180025095e-35 0.053330000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020170106006055184 -0.0016098690861451772 0.0053518971975304742 leaf_weight=2.1337142099291659 50.460763597705409 26.59878581738667 leaf_count=42 1734 499 internal_value=0 0.000793867 internal_weight=0 77.0595 internal_count=2275 2233 is_linear=0 shrinkage=0.0224292 Tree=8020 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.126 3.38722 2.36558 threshold=-0.077944999999999987 -0.083144999999999983 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093801972415840523 0.011484214149517115 -0.023033787496464994 -0.0012250961398448503 leaf_weight=46.723051806878175 14.401165346567725 3.7530855865388721 15.057150669585097 leaf_count=1123 462 335 330 internal_value=0 -0.00258901 0.00499147 internal_weight=0 50.4761 29.4583 internal_count=2250 1458 792 is_linear=0 shrinkage=0.0224292 Tree=8021 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.18126 3.32164 2.27792 threshold=-0.077944999999999987 -0.083144999999999983 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.019846401551797e-05 0.00022246133642957988 -0.00044958316124444042 -2.0998801700212873e-05 leaf_weight=47.103677505112046 14.514651125871753 3.744027336416365 15.208044248183795 leaf_count=1123 462 335 330 internal_value=0 -5.19719e-05 9.79579e-05 internal_weight=0 50.8477 29.7227 internal_count=2250 1458 792 is_linear=0 shrinkage=0.000439788 Tree=8022 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.03615 3.30567 2.26859 threshold=-0.077944999999999987 -0.083144999999999983 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00091871274401403714 0.011260213124915722 -0.022928608763195558 -0.0011946427669681677 leaf_weight=46.732391161462601 14.357901196821333 3.6860686113968759 15.060764750342058 leaf_count=1123 462 335 330 internal_value=0 -0.00253592 0.00488736 internal_weight=0 50.4185 29.4187 internal_count=2250 1458 792 is_linear=0 shrinkage=0.0224292 Tree=8023 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.95702 3.31525 2.28076 threshold=-0.077944999999999987 -0.083144999999999983 0.088725000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6136531701324881e-05 0.00014424931965675646 -0.00044695160136452823 -0.00020386901511274964 leaf_weight=47.248420297112716 25.403589673751416 3.7084014506935992 4.2312310346460427 leaf_count=1123 557 335 235 internal_value=0 -4.76449e-05 9.44461e-05 internal_weight=0 50.9568 29.6348 internal_count=2250 1458 792 is_linear=0 shrinkage=0.000439788 Tree=8024 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=1.95972 3.15034 3.14853 threshold=0.092355000000000007 0.12796000000000002 0.088115000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0062804677083063e-05 -0.00020458517019080738 0.00035347104320095448 0.00022806616838453973 leaf_weight=48.798720661550306 14.227858350354383 2.2502674514544188 13.749817496765898 leaf_count=1202 644 45 349 internal_value=0 -0.000128056 4.23378e-05 internal_weight=0 16.4781 62.5485 internal_count=2240 689 1551 is_linear=0 shrinkage=0.000439788 Tree=8025 num_leaves=3 num_cat=0 split_feature=11 13 split_gain=1.85018 2.21281 threshold=0.089270000000000002 -0.53696499999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047462843075959596 -0.0003333439357457992 2.870559039042963e-05 leaf_weight=1.7099627080606286 3.0109672579269491 73.589480595541318 leaf_count=23 76 2141 internal_value=0 1.7158e-05 internal_weight=0 75.2994 internal_count=2240 2164 is_linear=0 shrinkage=0.000439788 Tree=8026 num_leaves=3 num_cat=0 split_feature=11 151 split_gain=1.83286 2.1393 threshold=0.089270000000000002 -0.086769999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020694907143809792 -0.00033484669860712427 -1.4160073708249556e-05 leaf_weight=9.6974372475960973 3.0046959543683434 65.611253425069208 leaf_count=188 76 1976 internal_value=0 1.43572e-05 internal_weight=0 75.3087 internal_count=2240 2164 is_linear=0 shrinkage=0.000439788 Tree=8027 num_leaves=4 num_cat=0 split_feature=151 3 42 split_gain=1.86602 3.0015 2.93641 threshold=-0.086769999999999986 -0.076704999999999982 0.08401500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016179837457531038 -9.0323313201457698e-05 0.00034602865495206428 0.0001017602857187652 leaf_weight=3.3504442608045792 44.527931707390962 6.7841804687850509 23.50197022534303 leaf_count=111 1118 85 926 internal_value=0 0.000178156 -2.39552e-05 internal_weight=0 10.1346 68.0299 internal_count=2240 196 2044 is_linear=0 shrinkage=0.000439788 Tree=8028 num_leaves=4 num_cat=0 split_feature=42 133 13 split_gain=2.34062 2.22341 0.834232 threshold=-0.09551999999999998 0.093020000000000005 0.025695000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047142773609921192 2.2353135838598112e-05 -0.00026584697193056335 0.00014534556755768226 leaf_weight=2.5723835055096052 69.071467728696916 5.5778242531850983 3.7249752805237222 leaf_count=93 1718 385 79 internal_value=0 7.56241e-07 0.000279568 internal_weight=0 74.6493 6.29736 internal_count=2275 2103 172 is_linear=0 shrinkage=0.000439788 Tree=8029 num_leaves=4 num_cat=0 split_feature=42 133 16 split_gain=2.36817 2.2842 0.950868 threshold=-0.09551999999999998 0.093020000000000005 -0.078694999999999973 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022850930240434827 0.0010010030374846771 -0.01401669597652052 0.0053388112765555568 leaf_weight=3.161684387232981 68.242379783753677 5.4870329516306802 3.0904906639798346 leaf_count=77 1718 385 95 internal_value=0 -0.000119971 0.0142372 internal_weight=0 73.7294 6.25218 internal_count=2275 2103 172 is_linear=0 shrinkage=0.0224292 Tree=8030 num_leaves=4 num_cat=0 split_feature=42 133 16 split_gain=2.22656 2.14295 0.950553 threshold=-0.09551999999999998 0.093020000000000005 -0.078694999999999973 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043955167063701553 2.0398677590914072e-05 -0.00026380392946620513 9.7141866458235615e-05 leaf_weight=3.1847953485835205 69.034374931187813 5.5243517965318452 3.0984465867240933 leaf_count=77 1718 385 95 internal_value=0 -7.21156e-07 0.000271505 internal_weight=0 74.5587 6.28324 internal_count=2275 2103 172 is_linear=0 shrinkage=0.000439788 Tree=8031 num_leaves=4 num_cat=0 split_feature=42 133 16 split_gain=2.17675 2.2484 0.895729 threshold=-0.09551999999999998 0.093020000000000005 -0.078694999999999973 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043460434594517057 2.1981176047175364e-05 -0.00026918184818495652 0.00010135796239293852 leaf_weight=3.1506736510273186 68.869809384635118 5.5232650614634613 3.1016730760684359 leaf_count=77 1718 385 95 internal_value=0 3.00449e-07 0.000270099 internal_weight=0 74.3931 6.25235 internal_count=2275 2103 172 is_linear=0 shrinkage=0.000439788 Tree=8032 num_leaves=3 num_cat=0 split_feature=14 49 split_gain=1.85888 1.65814 threshold=0.062655000000000016 -0.14917999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011846706977855108 -0.018818793160485313 1.8260713993058746e-05 leaf_weight=6.5072228405624619 2.4288107159072743 68.956603869561604 leaf_count=62 76 2103 internal_value=0 0.00104096 internal_weight=0 75.4638 internal_count=2241 2165 is_linear=0 shrinkage=0.0224292 Tree=8033 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=2.06724 3.25752 2.44349 threshold=-0.063379999999999978 -1.0000000180025095e-35 0.08882000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014431644508709025 -0.0004374517974178261 -1.5474506162118269e-05 -0.00021847295269831853 leaf_weight=26.980204548676742 3.8326304294114371 43.506427319855902 4.1242905786784823 leaf_count=883 441 789 128 internal_value=0 -4.98009e-05 9.6108e-05 internal_weight=0 47.3391 31.1045 internal_count=2241 1230 1011 is_linear=0 shrinkage=0.000439788 Tree=8034 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=2.09977 3.21569 2.4706 threshold=-0.063379999999999978 -1.0000000180025095e-35 0.08882000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074281579288409403 -0.022365077091134073 -0.00083756058447346116 -0.011274152803776151 leaf_weight=26.787190738794383 3.7785265461552617 43.21718068543214 4.079054653630009 leaf_count=883 441 789 128 internal_value=0 -0.00257678 0.00495116 internal_weight=0 46.9957 30.8662 internal_count=2241 1230 1011 is_linear=0 shrinkage=0.0224292 Tree=8035 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=2.00872 3.13749 2.36378 threshold=-0.063379999999999978 -1.0000000180025095e-35 0.08882000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072659079734324278 -0.022253099346187171 -0.00081868473437705263 -0.011042719891734127 leaf_weight=26.771728837956292 3.7131991554706465 43.222324641425075 4.0716217025765209 leaf_count=883 441 789 128 internal_value=0 -0.00252278 0.00484365 internal_weight=0 46.9355 30.8434 internal_count=2241 1230 1011 is_linear=0 shrinkage=0.0224292 Tree=8036 num_leaves=4 num_cat=0 split_feature=130 52 43 split_gain=2.3471 3.13016 3.10156 threshold=-0.0015749999999999998 -0.030274999999999996 -0.16726499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0086529750240798044 0.015823896466706486 -0.024494728119502884 0.0014345636617181725 leaf_weight=2.3391787103682873 8.4288496629560523 3.6492251893178027 69.841646801999559 leaf_count=44 113 181 1921 internal_value=0 -0.0115603 0.00298761 internal_weight=0 5.9884 78.2705 internal_count=2259 225 2034 is_linear=0 shrinkage=0.0224292 Tree=8037 num_leaves=4 num_cat=0 split_feature=130 52 43 split_gain=2.2333 3.06277 3.01016 threshold=-0.0015749999999999998 -0.030274999999999996 -0.16726499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017060702552587062 0.00030721729591030373 -0.00047298710747999373 3.0280165716438993e-05 leaf_weight=2.3520307192447945 8.4890363393024 3.5986150484095552 70.502585971845747 leaf_count=44 113 181 1921 internal_value=0 -0.00021887 6.0109e-05 internal_weight=0 5.95065 78.9916 internal_count=2259 225 2034 is_linear=0 shrinkage=0.000439788 Tree=8038 num_leaves=4 num_cat=0 split_feature=130 52 43 split_gain=2.25688 3.03562 2.97851 threshold=-0.0015749999999999998 -0.030274999999999996 -0.16726499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084924672156356622 0.015530148269134946 -0.02427572350807335 0.0014046414307969596 leaf_weight=2.330889296506939 8.3959502046473045 3.5982398836677012 69.847531892027746 leaf_count=44 113 181 1921 internal_value=0 -0.0114078 0.0029238 internal_weight=0 5.92913 78.2435 internal_count=2259 225 2034 is_linear=0 shrinkage=0.0224292 Tree=8039 num_leaves=4 num_cat=0 split_feature=130 52 43 split_gain=2.17203 2.94471 2.86163 threshold=-0.0015749999999999998 -0.030274999999999996 -0.16726499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083332166834318277 0.015243343958712354 -0.024061779397867088 0.0013732784251722088 leaf_weight=2.3226138265017653 8.362801338424104 3.5495326248492338 69.840822080284397 leaf_count=44 113 181 1921 internal_value=0 -0.0112631 0.00285985 internal_weight=0 5.87215 78.2036 internal_count=2259 225 2034 is_linear=0 shrinkage=0.0224292 Tree=8040 num_leaves=4 num_cat=0 split_feature=0 4 52 split_gain=1.8626 4.02037 2.4808 threshold=-0.018054999999999998 -0.21586499999999997 0.091160000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.033871915405988488 0.013980708490783858 -0.0017025726917533001 -0.0062632859118457902 leaf_weight=2.0003635186876627 8.2842379161047557 60.767061115129309 4.7948950560639778 leaf_count=29 204 1955 59 internal_value=0 -0.00273778 0.00656082 internal_weight=0 62.7674 13.0791 internal_count=2247 1984 263 is_linear=0 shrinkage=0.0224292 Tree=8041 num_leaves=4 num_cat=0 split_feature=0 4 52 split_gain=1.78343 3.89808 2.38391 threshold=-0.018054999999999998 -0.21586499999999997 0.091160000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.033526379902293901 0.013740289104947713 -0.0016643845650681779 -0.0061111849040609767 leaf_weight=1.9761228242714413 8.2409595980752766 60.767518144382848 4.8043790073315895 leaf_count=29 204 1955 59 internal_value=0 -0.00267778 0.00643108 internal_weight=0 62.7436 13.0453 internal_count=2247 1984 263 is_linear=0 shrinkage=0.0224292 Tree=8042 num_leaves=3 num_cat=0 split_feature=484 48 split_gain=1.84882 1.80555 threshold=-0.082244999999999985 0.12649500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039312759962920057 9.4236662125727839e-06 -0.00029695686672173146 leaf_weight=2.4566020930324148 70.304870454552656 3.9090007163990768 leaf_count=216 1966 65 internal_value=0 -6.78626e-06 internal_weight=0 74.2139 internal_count=2247 2031 is_linear=0 shrinkage=0.000439788 Tree=8043 num_leaves=3 num_cat=0 split_feature=484 0 split_gain=1.76009 1.83744 threshold=-0.082244999999999985 -0.018054999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019881206670285083 -0.0020754083647827686 0.0073395469172974591 leaf_weight=2.4062464314247327 60.77626484908069 12.568122586970274 leaf_count=216 1785 246 internal_value=0 -0.000460593 internal_weight=0 73.3444 internal_count=2247 2031 is_linear=0 shrinkage=0.0224292 Tree=8044 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.20602 4.80478 4.59013 threshold=-0.10071499999999999 0.089965000000000017 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020460879026222659 -0.00013290083143974247 0.0002195354978277239 -0.00012772836839588733 leaf_weight=25.206091113126604 31.455377069728911 9.7962534780053812 11.781950947212406 leaf_count=319 1600 207 134 internal_value=0 -4.9143e-05 9.87368e-05 internal_weight=0 41.2516 36.988 internal_count=2260 1807 453 is_linear=0 shrinkage=0.000439788 Tree=8045 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.21134 4.86783 4.56503 threshold=-0.10071499999999999 0.089965000000000017 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020413408101651221 -0.00013360038072345945 0.00022090963538224859 -0.00012706702080335076 leaf_weight=25.215655456522654 31.52839219610587 9.8059521146751631 11.803534060971286 leaf_count=319 1600 207 134 internal_value=0 -4.9435e-05 9.85198e-05 internal_weight=0 41.3343 37.0192 internal_count=2260 1807 453 is_linear=0 shrinkage=0.000439788 Tree=8046 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.18373 4.78137 4.57894 threshold=-0.10071499999999999 0.089965000000000017 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020339251578216331 -0.0001329026996699343 0.00021826498602017208 -0.00012830662407960531 leaf_weight=25.200036507500045 31.538380684407002 9.8182081817285489 11.807560113392809 leaf_count=319 1600 207 134 internal_value=0 -4.94719e-05 9.75497e-05 internal_weight=0 41.3566 37.0076 internal_count=2260 1807 453 is_linear=0 shrinkage=0.000439788 Tree=8047 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.13999 4.81624 4.64991 threshold=-0.10071499999999999 0.089965000000000017 0.086330000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01040663888653731 -0.006782679988834567 0.011257384325743712 -0.0066993247811271027 leaf_weight=25.082994006901572 31.250367997585272 9.7529008855781267 11.714184107382605 leaf_count=319 1600 207 134 internal_value=0 -0.00248849 0.0049604 internal_weight=0 41.0033 36.7972 internal_count=2260 1807 453 is_linear=0 shrinkage=0.0224292 Tree=8048 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=2.17504 2.02109 1.43913 threshold=0.092660000000000006 0.064285000000000009 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2425202198597141e-05 1.2576351184811071e-05 0.00013647146329126013 0.00043615925240159044 leaf_weight=58.921103451554245 2.6392339686426558 15.388088458982109 3.7485766655881889 leaf_count=1365 117 740 62 internal_value=0 -5.3534e-06 0.000261708 internal_weight=0 74.3092 6.38781 internal_count=2284 2105 179 is_linear=0 shrinkage=0.000439788 Tree=8049 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=2.03201 1.94643 1.3991 threshold=0.092660000000000006 0.064285000000000009 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1281476700528511e-05 8.1643571646910639e-06 0.00013445829051144168 0.00042531979686442184 leaf_weight=58.805487962556981 2.6493919666099819 15.356585589897348 3.748189654390444 leaf_count=1365 117 740 62 internal_value=0 -4.86617e-06 0.000253104 internal_weight=0 74.1621 6.39758 internal_count=2284 2105 179 is_linear=0 shrinkage=0.000439788 Tree=8050 num_leaves=4 num_cat=0 split_feature=403 133 403 split_gain=2.17432 2.02463 1.21504 threshold=0.092660000000000006 0.064285000000000009 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021872180365941816 0.023322123047932831 0.0070141219815266663 0.0037007840265641423 leaf_weight=58.06368866844241 3.1196584925273774 15.153721157797007 3.2302043223535293 leaf_count=1365 31 740 148 internal_value=0 -0.000281495 0.0133817 internal_weight=0 73.2174 6.34986 internal_count=2284 2105 179 is_linear=0 shrinkage=0.0224292 Tree=8051 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=2.08507 1.93516 1.43498 threshold=0.092660000000000006 0.064285000000000009 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021377589064156474 0.00033648744780047824 0.0068586247536275621 0.022015226092495014 leaf_weight=58.074912264893555 2.6051460938033406 15.150165215240575 3.7260412762698252 leaf_count=1365 117 740 62 internal_value=0 -0.000275117 0.0131227 internal_weight=0 73.2251 6.33119 internal_count=2284 2105 179 is_linear=0 shrinkage=0.0224292 Tree=8052 num_leaves=4 num_cat=0 split_feature=47 1 1 split_gain=2.18863 2.17465 1.98707 threshold=0.090100000000000013 0.13840500000000003 0.097070000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001098605367592464 -0.015427913189155458 0.0065846902975229471 0.0075655631786705731 leaf_weight=43.429089166273116 7.992404929827897 3.131074363947846 19.183683007991931 leaf_count=1551 217 25 449 internal_value=0 -0.00923106 0.00155747 internal_weight=0 11.1235 62.6128 internal_count=2242 242 2000 is_linear=0 shrinkage=0.0224292 Tree=8053 num_leaves=4 num_cat=0 split_feature=47 150 0 split_gain=2.09548 1.96411 1.93621 threshold=0.090100000000000013 -0.084634999999999988 -0.074249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016242002182606609 -0.016790953169376621 0.00045106212981881554 0.0022516402773154892 leaf_weight=4.2324728325620518 6.578843332856195 58.317176346018641 4.5237953472242207 leaf_count=59 157 1941 85 internal_value=0 0.0015242 -0.00904146 internal_weight=0 62.5496 11.1026 internal_count=2242 2000 242 is_linear=0 shrinkage=0.0224292 Tree=8054 num_leaves=3 num_cat=0 split_feature=12 12 split_gain=2.08042 2.13921 threshold=-0.094939999999999983 -0.077034999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017711938010524352 0.017539427728585813 -0.00017266462876140771 leaf_weight=3.19633527156111 3.5969331875094204 66.811610047957402 leaf_count=108 122 2012 internal_value=0 0.000736695 internal_weight=0 70.4085 internal_count=2242 2134 is_linear=0 shrinkage=0.0224292 Tree=8055 num_leaves=4 num_cat=0 split_feature=47 1 1 split_gain=2.00791 2.05798 2.01346 threshold=0.090100000000000013 0.097070000000000004 0.13840500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4083095391209762e-05 -0.00028919835925640479 0.00014812511598804559 0.00012447582566692565 leaf_weight=43.72523237103087 8.0713218964810931 19.345439423392236 3.1536841894267118 leaf_count=1551 217 449 25 internal_value=0 2.87665e-05 -0.000172962 internal_weight=0 63.0707 11.225 internal_count=2242 2000 242 is_linear=0 shrinkage=0.000439788 Tree=8056 num_leaves=4 num_cat=0 split_feature=1 16 151 split_gain=3.63977 4.10874 2.36436 threshold=0.077845000000000011 0.0062950000000000011 0.055020000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016060737839803926 0.0052309821673124195 0.0032944845592588691 -0.0092969351793850616 leaf_weight=12.191486405779871 46.804737795735036 10.055796942237064 6.388940603908849 leaf_count=916 1015 271 72 internal_value=0 -0.00731683 0.00348337 internal_weight=0 22.2473 53.1937 internal_count=2274 1187 1087 is_linear=0 shrinkage=0.0224292 Tree=8057 num_leaves=4 num_cat=0 split_feature=1 16 151 split_gain=3.488 4.01376 2.18435 threshold=0.077845000000000011 0.0062950000000000011 0.055020000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030907042481940344 0.00010026003350723019 6.4894202716259569e-05 -0.00017223477508754984 leaf_weight=12.200347381150552 47.203574112447313 10.161864511950624 6.4516383596346705 leaf_count=916 1015 271 72 internal_value=0 -0.000139223 6.7445e-05 internal_weight=0 22.3622 53.6552 internal_count=2274 1187 1087 is_linear=0 shrinkage=0.000439788 Tree=8058 num_leaves=4 num_cat=0 split_feature=1 16 151 split_gain=3.48701 3.96365 2.25499 threshold=0.077845000000000011 0.0062950000000000011 0.055020000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015823730361305972 0.0051155408317971243 0.003222339871026728 -0.0090558504519564226 leaf_weight=12.093689877111048 46.775487908214473 10.053830910124814 6.4064908626023671 leaf_count=916 1015 271 72 internal_value=0 -0.00718247 0.00340577 internal_weight=0 22.1475 53.182 internal_count=2274 1187 1087 is_linear=0 shrinkage=0.0224292 Tree=8059 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=2.17053 2.31998 threshold=0.091600000000000015 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019773310188506935 0.00035673647652958307 -3.9293456971660712e-05 leaf_weight=9.1155822088458063 3.2513861834740956 63.547466156476276 leaf_count=139 48 2087 internal_value=0 -9.51433e-06 internal_weight=0 72.663 internal_count=2274 2226 is_linear=0 shrinkage=0.000439788 Tree=8060 num_leaves=4 num_cat=0 split_feature=47 47 1375 split_gain=2.58438 6.33537 1.84874 threshold=0.088915000000000008 0.11069000000000002 -0.26950999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040324564260669696 -0.00047386084725035792 0.00011903170282602785 3.895781295020146e-05 leaf_weight=2.7999579715542486 6.4292694189170998 7.5743971942501958 61.17665609575306 leaf_count=20 148 123 2011 internal_value=0 -0.000153448 5.50165e-05 internal_weight=0 14.0037 63.9766 internal_count=2302 271 2031 is_linear=0 shrinkage=0.000439788 Tree=8061 num_leaves=4 num_cat=0 split_feature=47 47 50 split_gain=2.62952 6.09916 2.06461 threshold=0.088915000000000008 0.11069000000000002 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1456330343690108e-05 -0.00046913598375643984 0.00011212500790887621 -0.0003036387643592442 leaf_weight=61.383445291215594 6.4589814817409188 7.5607931033082423 2.9570857418698315 leaf_count=1830 148 123 201 internal_value=0 -0.000155939 5.4132e-05 internal_weight=0 14.0198 64.3405 internal_count=2302 271 2031 is_linear=0 shrinkage=0.000439788 Tree=8062 num_leaves=4 num_cat=0 split_feature=47 47 50 split_gain=2.41044 6.27736 1.99546 threshold=0.088915000000000008 0.11069000000000002 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9572772997869684e-05 -0.0004667354586280718 0.00012148403065162705 -0.00030017493474635438 leaf_weight=61.522814525762442 6.4544712611532287 7.6491677338199224 2.9401218437615162 leaf_count=1830 148 123 201 internal_value=0 -0.000147979 5.26249e-05 internal_weight=0 14.1036 64.4629 internal_count=2302 271 2031 is_linear=0 shrinkage=0.000439788 Tree=8063 num_leaves=4 num_cat=0 split_feature=47 47 50 split_gain=2.43537 6.29832 1.99117 threshold=0.088915000000000008 0.11069000000000002 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0336631409570461e-05 -0.00046845857772205763 0.00012211418064912889 -0.00029933450811359986 leaf_weight=61.306174417093189 6.4307207137608184 7.6048202345773461 2.9352518129439877 leaf_count=1830 148 123 201 internal_value=0 -0.00014874 5.33621e-05 internal_weight=0 14.0355 64.2414 internal_count=2302 271 2031 is_linear=0 shrinkage=0.000439788 Tree=8064 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=1.5784 2.12747 1.73746 threshold=-0.10891999999999999 -0.063379999999999978 0.084145000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016717784661658873 5.4669674539320824e-05 -0.0001174644099948738 0.00018133650532846859 leaf_weight=3.5711848143546367 21.767397155459548 38.297484673359577 12.072661111437808 leaf_count=67 887 1092 212 internal_value=0 -5.50858e-05 0.000101671 internal_weight=0 60.0649 15.6438 internal_count=2258 1979 279 is_linear=0 shrinkage=0.000439788 Tree=8065 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=1.70469 2.23658 1.71507 threshold=-0.10891999999999999 -0.063379999999999978 0.084145000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016064456537357127 5.6447795097327628e-05 -0.00012016771339041752 0.00018587437627691971 leaf_weight=3.5639561114585367 21.748813028802033 38.208350339189565 12.080001882973646 leaf_count=67 887 1092 212 internal_value=0 -5.61048e-05 0.000106832 internal_weight=0 59.9572 15.644 internal_count=2258 1979 279 is_linear=0 shrinkage=0.000439788 Tree=8066 num_leaves=3 num_cat=0 split_feature=14 4 split_gain=1.57067 1.85191 threshold=0.076175000000000007 -0.0016099999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0037916136333897e-05 -0.0003642414303865625 -7.9975542917018084e-05 leaf_weight=38.344034797222776 2.4363390579128454 34.868011490870231 leaf_count=1436 73 749 internal_value=0 -6.64844e-06 internal_weight=0 73.212 internal_count=2258 2185 is_linear=0 shrinkage=0.000439788 Tree=8067 num_leaves=4 num_cat=0 split_feature=3 16 52 split_gain=1.61654 3.05841 1.21143 threshold=0.094520000000000007 0.23564000000000004 -0.08130999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014072768971960547 0.0017173907759975497 0.013521402216629015 -0.011018162424706518 leaf_weight=49.107719225662095 5.430690229812174 8.0134406771503546 12.142268041006899 leaf_count=1733 70 262 193 internal_value=0 0.000690862 -0.00708481 internal_weight=0 57.1212 17.573 internal_count=2258 1995 263 is_linear=0 shrinkage=0.0224292 Tree=8068 num_leaves=4 num_cat=0 split_feature=403 15 1 split_gain=2.38797 2.37722 0.324976 threshold=-0.083174999999999985 0.083995000000000014 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024132929991197826 0.00043371817261218234 0.0099858966653842054 -0.0094516437055679556 leaf_weight=1.6665864481947203 58.477424982517732 16.874516914154356 1.450612321947119 leaf_count=288 1345 521 95 internal_value=0 0.00257485 -0.0174 internal_weight=0 75.3519 3.1172 internal_count=2249 1866 383 is_linear=0 shrinkage=0.0224292 Tree=8069 num_leaves=4 num_cat=0 split_feature=403 15 12 split_gain=2.36615 2.18794 0.336414 threshold=-0.083174999999999985 0.083995000000000014 0.087975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017830746188462725 1.1547539570339671e-05 0.0001906591663927943 -0.00047093307684800131 leaf_weight=1.4391150905612442 58.900741284641299 16.979526672688735 1.6820783406910775 leaf_count=175 1345 521 208 internal_value=0 5.16648e-05 -0.000337914 internal_weight=0 75.8803 3.12119 internal_count=2249 1866 383 is_linear=0 shrinkage=0.000439788 Tree=8070 num_leaves=4 num_cat=0 split_feature=403 15 12 split_gain=2.42143 2.15429 0.334649 threshold=-0.083174999999999985 0.083995000000000014 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018124776350601042 9.9063651722670314e-06 0.00018734213448052211 -0.00047143208823178579 leaf_weight=1.4378504825253906 59.088530287203866 17.036164665213619 1.730487849898054 leaf_count=166 1345 521 217 internal_value=0 4.96522e-05 -0.000341616 internal_weight=0 76.1247 3.16834 internal_count=2249 1866 383 is_linear=0 shrinkage=0.000439788 Tree=8071 num_leaves=3 num_cat=0 split_feature=1213 15 split_gain=2.03806 2.29108 threshold=-1.0000000180025095e-35 0.083995000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017970138799857229 0.00031358941163529255 0.0096726713887672171 leaf_weight=2.5348306628811761 59.002201999564022 16.916581887966458 leaf_count=363 1378 508 internal_value=0 0.00240093 internal_weight=0 75.9188 internal_count=2249 1886 is_linear=0 shrinkage=0.0224292 Tree=8072 num_leaves=4 num_cat=0 split_feature=483 48 160 split_gain=2.23226 2.11255 0.427293 threshold=0.085050000000000014 0.092805000000000012 -0.086284999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015721262443160603 -0.010209141878860751 0.0077821517855050926 -0.025916872465522666 leaf_weight=59.226318938627628 1.855397425395495 15.258354080626303 1.6960171980863368 leaf_count=1759 127 215 123 internal_value=0 0.000345622 -0.017809 internal_weight=0 74.4847 3.55141 internal_count=2224 1974 250 is_linear=0 shrinkage=0.0224292 Tree=8073 num_leaves=4 num_cat=0 split_feature=483 48 160 split_gain=2.14569 2.08395 0.434297 threshold=0.085050000000000014 0.092805000000000012 -0.086284999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8766163219069295e-05 -0.00019104602611410098 0.00015268932932632594 -0.00050036172001467413 leaf_weight=59.734984143207839 1.8816548494942256 15.376476321418975 1.6932734388828965 leaf_count=1759 127 215 123 internal_value=0 8.40993e-06 -0.000339434 internal_weight=0 75.1115 3.57493 internal_count=2224 1974 250 is_linear=0 shrinkage=0.000439788 Tree=8074 num_leaves=4 num_cat=0 split_feature=483 48 4 split_gain=2.14377 1.93987 0.444862 threshold=0.085050000000000014 0.092805000000000012 0.061850000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6088795802524354e-05 -0.00046383549597149164 0.00014833433344954501 -0.00014862516269745945 leaf_weight=60.322803351270068 2.1354550861651656 15.481438486662681 1.4901600117809719 leaf_count=1759 180 215 70 internal_value=0 9.56187e-06 -0.000335738 internal_weight=0 75.8042 3.62562 internal_count=2224 1974 250 is_linear=0 shrinkage=0.000439788 Tree=8075 num_leaves=4 num_cat=0 split_feature=483 48 160 split_gain=2.14653 2.01914 0.422927 threshold=0.085050000000000014 0.092805000000000012 -0.086284999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015302412181921075 -0.0099771653896846349 0.007621120673706152 -0.025654271117991498 leaf_weight=59.257436675799909 1.8539166613518321 15.23010857449526 1.6745031633035967 leaf_count=1759 127 215 123 internal_value=0 0.000342367 -0.0175152 internal_weight=0 74.4875 3.52842 internal_count=2224 1974 250 is_linear=0 shrinkage=0.0224292 Tree=8076 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=3.22011 4.68803 2.60484 threshold=-0.084169999999999981 -0.083999999999999977 -0.09113499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2551284924519965e-05 0.00075855094442979693 6.2382073256364448e-05 -0.00041507261501157216 leaf_weight=37.792951681164141 1.9554665035102505 35.756848041033663 3.9980446287045188 leaf_count=659 15 1205 415 internal_value=0 9.88455e-05 -7.83628e-05 internal_weight=0 37.7123 41.791 internal_count=2294 1220 1074 is_linear=0 shrinkage=0.000439788 Tree=8077 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=3.10786 4.74287 3.00481 threshold=-0.084169999999999981 -0.083999999999999977 0.089070000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023210554179729851 0.00076080587463535755 6.0770923968305345e-05 1.2705804313982751e-05 leaf_weight=15.247116150279906 1.9566698419803277 35.735136683778364 26.57689469696561 leaf_count=605 15 1205 469 internal_value=0 9.74781e-05 -7.66064e-05 internal_weight=0 37.6918 41.824 internal_count=2294 1220 1074 is_linear=0 shrinkage=0.000439788 Tree=8078 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=3.26124 4.64678 2.93878 threshold=-0.084169999999999981 -0.083999999999999977 0.089070000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023378935096656574 0.00075508884839642972 6.1994436997900732e-05 8.4282178442080872e-06 leaf_weight=15.246285028631972 1.9554823150974687 35.761365689946615 26.514339956476306 leaf_count=605 15 1205 469 internal_value=0 9.82927e-05 -8.00688e-05 internal_weight=0 37.7168 41.7606 internal_count=2294 1220 1074 is_linear=0 shrinkage=0.000439788 Tree=8079 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=3.25527 4.78503 2.89546 threshold=-0.084169999999999981 -0.083999999999999977 0.089070000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011883096508175239 0.039080727322031869 0.0031722763395074481 0.00043267561199756248 leaf_weight=15.100805883424071 1.9520357791916456 35.421355676207895 26.31740712950932 leaf_count=605 15 1205 469 internal_value=0 0.00506679 -0.00406098 internal_weight=0 37.3734 41.4182 internal_count=2294 1220 1074 is_linear=0 shrinkage=0.0224292 Tree=8080 num_leaves=3 num_cat=0 split_feature=128 2 split_gain=1.66212 2.2306 threshold=1.0000000180025095e-35 0.11098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0037085138553289779 -0.016698198402345356 -0.0058083527677986885 leaf_weight=58.137377117727738 2.5420310230192618 15.725639589738419 leaf_count=1713 169 399 internal_value=0 0.00168137 internal_weight=0 73.863 internal_count=2281 2112 is_linear=0 shrinkage=0.0224292 Tree=8081 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=1.61303 1.66892 threshold=-0.53696499999999991 0.084155000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021336258705721568 0.0004014402432828519 0.011580464159336801 leaf_weight=1.5677488894143596 67.390147345428886 7.4432527391363683 leaf_count=24 2022 235 internal_value=0 0.00151602 internal_weight=0 74.8334 internal_count=2281 2257 is_linear=0 shrinkage=0.0224292 Tree=8082 num_leaves=3 num_cat=0 split_feature=128 2 split_gain=1.5998 2.12987 threshold=1.0000000180025095e-35 0.11098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0036039790897695826 -0.016458193327089435 -0.0056917977362417058 leaf_weight=58.106032477215649 2.5280615439678504 15.743978494414476 leaf_count=1713 169 399 internal_value=0 0.00162127 internal_weight=0 73.85 internal_count=2281 2112 is_linear=0 shrinkage=0.0224292 Tree=8083 num_leaves=3 num_cat=0 split_feature=128 2 split_gain=1.53697 2.03441 threshold=1.0000000180025095e-35 0.11098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0035238007582786605 -0.016185352172960001 -0.0055565168590132816 leaf_weight=58.095767828369389 2.5135079766869231 15.765779596629725 leaf_count=1713 169 399 internal_value=0 0.00158467 internal_weight=0 73.8615 internal_count=2281 2112 is_linear=0 shrinkage=0.0224292 Tree=8084 num_leaves=3 num_cat=0 split_feature=1 15 split_gain=2.96003 2.1368 threshold=0.13554500000000003 0.0038300000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.4958645586981967e-05 0.00034501899764558663 8.0934801543104142e-05 leaf_weight=51.105658655755178 4.1463417959857898 21.245891953976752 leaf_count=1261 122 883 internal_value=0 -3.62359e-05 internal_weight=0 72.3516 internal_count=2266 2144 is_linear=0 shrinkage=0.000439788 Tree=8085 num_leaves=3 num_cat=0 split_feature=1 15 split_gain=3.04974 2.0074 threshold=0.13554500000000003 0.0038300000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.270737079791648e-05 0.00034932077081720138 7.8447753890992307e-05 leaf_weight=50.996211289697385 4.1971977581415549 21.12939418006772 leaf_count=1261 122 883 internal_value=0 -3.54883e-05 internal_weight=0 72.1256 internal_count=2266 2144 is_linear=0 shrinkage=0.000439788 Tree=8086 num_leaves=3 num_cat=0 split_feature=1 15 split_gain=3.03309 2.13006 threshold=0.13554500000000003 0.0038300000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.004321965941087488 0.01784648987572551 0.0041844689133925831 leaf_weight=50.494245007284462 4.1528118328824339 20.933844576845786 leaf_count=1261 122 883 internal_value=0 -0.00182848 internal_weight=0 71.4281 internal_count=2266 2144 is_linear=0 shrinkage=0.0224292 Tree=8087 num_leaves=3 num_cat=0 split_feature=1 15 split_gain=2.92333 2.03845 threshold=0.13554500000000003 0.058240000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0040031883802459835 0.017614377042068034 0.0046854968960900502 leaf_weight=53.228550245500628 4.1138588872418032 18.218157788933695 leaf_count=1300 122 844 internal_value=0 -0.00178701 internal_weight=0 71.4467 internal_count=2266 2144 is_linear=0 shrinkage=0.0224292 Tree=8088 num_leaves=4 num_cat=0 split_feature=2 12 15 split_gain=3.3289 5.63536 2.36238 threshold=0.08826500000000001 0.10115500000000001 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011299776474121823 0.0053080609005552136 0.013589851108147063 -0.009922087224190853 leaf_weight=22.400441474213498 42.581776822075881 5.7327547536406191 5.8061516448287867 leaf_count=988 977 95 237 internal_value=0 -0.00622219 0.00347738 internal_weight=0 28.1332 48.3879 internal_count=2297 1083 1214 is_linear=0 shrinkage=0.0224292 Tree=8089 num_leaves=4 num_cat=0 split_feature=2 4 15 split_gain=3.30221 4.21022 2.31205 threshold=0.08826500000000001 0.23458500000000002 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021526576471902844 8.386887757612645e-05 0.00023253372666630221 -0.00020909988148534256 leaf_weight=23.9614519040224 42.801088394790895 4.8723987857229067 5.9133600856912372 leaf_count=993 977 90 237 internal_value=0 -0.000139492 4.82379e-05 internal_weight=0 28.8339 48.7144 internal_count=2297 1083 1214 is_linear=0 shrinkage=0.000439788 Tree=8090 num_leaves=4 num_cat=0 split_feature=2 12 15 split_gain=3.15121 5.35321 2.24475 threshold=0.08826500000000001 0.10115500000000001 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021290215364338385 0.00010229279008147435 0.00026120880981156787 -0.00018730990895806488 leaf_weight=22.588490132814972 43.287830476066119 5.7675389253126914 5.8617160282592513 leaf_count=988 977 95 237 internal_value=0 -0.000116358 6.76946e-05 internal_weight=0 28.356 49.1495 internal_count=2297 1083 1214 is_linear=0 shrinkage=0.000439788 Tree=8091 num_leaves=4 num_cat=0 split_feature=2 12 15 split_gain=3.30161 5.42401 2.29542 threshold=0.08826500000000001 0.10115500000000001 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021750749395920999 0.00010364525232991074 0.00026051105220922132 -0.00019026175168490077 leaf_weight=22.543204604001406 42.948732629686219 5.7468290903343577 5.8201679674239122 leaf_count=988 977 95 237 internal_value=0 -0.000120293 6.85091e-05 internal_weight=0 28.29 48.7689 internal_count=2297 1083 1214 is_linear=0 shrinkage=0.000439788 Tree=8092 num_leaves=3 num_cat=0 split_feature=128 42 split_gain=2.01125 2.35822 threshold=0.086435000000000012 -0.091229999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029460898364075177 -0.00038328039321605038 -2.3596062877392668e-07 leaf_weight=5.6628260835223037 2.4230031366214453 68.492065559657021 leaf_count=153 155 1934 internal_value=0 2.23499e-05 internal_weight=0 74.1549 internal_count=2242 2087 is_linear=0 shrinkage=0.000439788 Tree=8093 num_leaves=3 num_cat=0 split_feature=128 42 split_gain=1.99661 2.29684 threshold=0.086435000000000012 -0.091229999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01480856972383464 -0.019677792558459046 -0.00012267636186683874 leaf_weight=5.5928196200529774 2.4031586596688603 67.781113084684876 leaf_count=153 155 1934 internal_value=0 0.00101899 internal_weight=0 73.3739 internal_count=2242 2087 is_linear=0 shrinkage=0.0224292 Tree=8094 num_leaves=3 num_cat=0 split_feature=1456 16 split_gain=1.67104 1.66748 threshold=-1.0000000180025095e-35 -0.5418599999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035421554461913523 0.00034528001217944447 1.0948375854784618e-05 leaf_weight=2.3055592442447042 2.9874149428906085 71.62205616274332 leaf_count=209 53 1980 internal_value=0 2.44202e-05 internal_weight=0 74.6095 internal_count=2242 2033 is_linear=0 shrinkage=0.000439788 Tree=8095 num_leaves=3 num_cat=0 split_feature=128 42 split_gain=1.98691 2.16582 threshold=0.086435000000000012 -0.091229999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028260470243998795 -0.00038024373736857196 2.6721668942848029e-07 leaf_weight=5.6656493863665665 2.4384181513105423 69.51479508751072 leaf_count=153 155 1934 internal_value=0 2.16107e-05 internal_weight=0 75.1804 internal_count=2242 2087 is_linear=0 shrinkage=0.000439788 Tree=8096 num_leaves=4 num_cat=0 split_feature=159 1 14 split_gain=1.77886 2.73668 1.80925 threshold=0.099565000000000015 0.11249000000000002 0.054835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019383436935437306 -0.02669540763037262 0.0092814330007506846 -0.017377310235588247 leaf_weight=71.851424478377339 2.8126715496200623 1.6910491771304803 2.5062554114738296 leaf_count=2009 144 81 73 internal_value=0 -0.0132047 0.00128301 internal_weight=0 4.50372 74.3577 internal_count=2307 225 2082 is_linear=0 shrinkage=0.0224292 Tree=8097 num_leaves=4 num_cat=0 split_feature=159 1 14 split_gain=1.70986 2.69508 1.69041 threshold=0.099565000000000015 0.11249000000000002 0.054835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7516890411594308e-05 -0.00051740201786340816 0.0001814918504806719 -0.0003289609239612415 leaf_weight=72.445416936529909 2.7993820154042615 1.7048634888633385 2.4999802038832959 leaf_count=2009 144 81 73 internal_value=0 -0.00025322 2.52115e-05 internal_weight=0 4.50425 74.9454 internal_count=2307 225 2082 is_linear=0 shrinkage=0.000439788 Tree=8098 num_leaves=4 num_cat=0 split_feature=159 1 14 split_gain=1.7162 2.65886 1.73418 threshold=0.099565000000000015 0.11249000000000002 0.054835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018946994411960716 -0.026494131636817225 0.0091132700776271683 -0.017058826833107735 leaf_weight=71.851697051039082 2.7702102678777001 1.6842317761402226 2.4944508700014003 leaf_count=2009 144 81 73 internal_value=0 -0.0130495 0.00125456 internal_weight=0 4.45444 74.3461 internal_count=2307 225 2082 is_linear=0 shrinkage=0.0224292 Tree=8099 num_leaves=4 num_cat=0 split_feature=159 1 14 split_gain=1.65669 2.58333 1.66416 threshold=0.099565000000000015 0.11249000000000002 0.054835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018524988759945384 -0.026293227560599257 0.0089475870008059229 -0.016754557890904215 leaf_weight=71.840781187420362 2.7293781031148674 1.6773753609086268 2.4832614651527356 leaf_count=2009 144 81 73 internal_value=0 -0.0128985 0.00122667 internal_weight=0 4.40675 74.324 internal_count=2307 225 2082 is_linear=0 shrinkage=0.0224292 Tree=8100 num_leaves=3 num_cat=0 split_feature=1456 48 split_gain=1.92416 1.8379 threshold=-1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036585215549475277 -3.901584272499158e-06 0.00015882658503367614 leaf_weight=2.3924158210456872 58.949893247884575 17.362899139360707 leaf_count=204 1772 254 internal_value=0 3.31532e-05 internal_weight=0 76.3128 internal_count=2230 2026 is_linear=0 shrinkage=0.000439788 Tree=8101 num_leaves=3 num_cat=0 split_feature=1456 48 split_gain=1.90369 1.83984 threshold=-1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036376913701412428 -4.7974027773359225e-06 0.00015741433529538923 leaf_weight=2.4040725247223227 59.394000335025339 17.491724769641223 leaf_count=204 1772 254 internal_value=0 3.21361e-05 internal_weight=0 76.8857 internal_count=2230 2026 is_linear=0 shrinkage=0.000439788 Tree=8102 num_leaves=3 num_cat=0 split_feature=1456 48 split_gain=1.89204 1.81712 threshold=-1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018670243513097748 -0.00028097111470177328 0.0080135044572120714 leaf_weight=2.369996405337587 58.508603270855019 17.171786779824288 leaf_count=204 1772 254 internal_value=0 0.00160258 internal_weight=0 75.6804 internal_count=2230 2026 is_linear=0 shrinkage=0.0224292 Tree=8103 num_leaves=3 num_cat=0 split_feature=1456 48 split_gain=1.89602 1.72772 threshold=-1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036321329884103138 -3.4609786196465144e-06 0.00015413500081478489 leaf_weight=2.3988831248589113 59.25186999543439 17.387996026542169 leaf_count=204 1772 254 internal_value=0 3.23238e-05 internal_weight=0 76.6399 internal_count=2230 2026 is_linear=0 shrinkage=0.000439788 Tree=8104 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=2.77495 2.46545 2.28781 threshold=-0.061684999999999997 -0.49367499999999992 -0.083999999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1220277730945917e-05 -0.00017177249311076654 0.00018755678774128623 -0.00025666064266050893 leaf_weight=44.123413045086636 4.6972880882385679 17.042090937022294 10.829906408198438 leaf_count=1055 119 304 792 internal_value=0 0.000109833 -7.57226e-05 internal_weight=0 21.7394 54.9533 internal_count=2270 423 1847 is_linear=0 shrinkage=0.000439788 Tree=8105 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=2.79964 2.41707 2.21417 threshold=-0.061684999999999997 -0.49367499999999992 -0.083999999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017246572924048875 -0.0086868917766410435 0.0095329295361770618 -0.013101432015334846 leaf_weight=43.756180354935168 4.6606293460645274 16.877531216952775 10.696407450425339 leaf_count=1055 119 304 792 internal_value=0 0.00558615 -0.00396327 internal_weight=0 21.5382 54.4526 internal_count=2270 423 1847 is_linear=0 shrinkage=0.0224292 Tree=8106 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=2.7115 2.27323 2.20257 threshold=-0.061684999999999997 -0.49367499999999992 -0.083999999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7904849940477163e-05 -0.0001575622869453233 0.00018682788383669267 -0.00024943205082172417 leaf_weight=44.231420072260335 4.7217261122423251 17.023796046192729 10.783431214623304 leaf_count=1055 119 304 792 internal_value=0 0.000111976 -7.13977e-05 internal_weight=0 21.7455 55.0149 internal_count=2270 423 1847 is_linear=0 shrinkage=0.000439788 Tree=8107 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=2.67816 2.31251 2.13493 threshold=-0.061684999999999997 -0.49367499999999992 -0.083999999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016800242304781728 -0.0084799353848246401 0.009344224370597027 -0.012876507608719735 leaf_weight=43.769771980105361 4.6619937891664476 16.835730825514474 10.63576569044835 leaf_count=1055 119 304 792 internal_value=0 0.00547478 -0.00387258 internal_weight=0 21.4977 54.4055 internal_count=2270 423 1847 is_linear=0 shrinkage=0.0224292 Tree=8108 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=2.08669 2.48507 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.2766799180078223e-05 -0.00026894393395061395 -0.00032882565612214472 leaf_weight=72.310169767892148 4.2870670729903386 3.257598175262955 leaf_count=1923 67 267 internal_value=0 4.58071e-05 internal_weight=0 75.5678 internal_count=2257 2190 is_linear=0 shrinkage=0.000439788 Tree=8109 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=2.10868 2.3986 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0031188122775432986 -0.013946208139405163 -0.016676129608612159 leaf_weight=71.480606871055443 4.2472022751503564 3.1992591919029101 leaf_count=1923 67 267 internal_value=0 0.00226676 internal_weight=0 74.6799 internal_count=2257 2190 is_linear=0 shrinkage=0.0224292 Tree=8110 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.99862 2.41 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.184141492922987e-05 -0.00026209774063938905 -0.00032547939667021544 leaf_weight=72.33186403291711 4.3085094564639794 3.2277713217058581 leaf_count=1923 67 267 internal_value=0 4.52177e-05 internal_weight=0 75.5596 internal_count=2257 2190 is_linear=0 shrinkage=0.000439788 Tree=8111 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.99502 2.34441 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1593599313224608e-05 -0.00026233431398189184 -0.00032147500550063461 leaf_weight=72.134510083520581 4.2945411747432436 3.2095280998282751 leaf_count=1923 67 267 internal_value=0 4.51982e-05 internal_weight=0 75.344 internal_count=2257 2190 is_linear=0 shrinkage=0.000439788 Tree=8112 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=2.37305 1.84905 1.62217 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.065229999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0026631938146031e-05 0.00030606239912542467 3.1605116627077766e-05 -0.00046274754949245344 leaf_weight=2.2318644122169644 5.0581714606669257 73.282033836862411 3.0422210386113866 leaf_count=122 172 1715 254 internal_value=0 4.93962e-05 -0.000254861 internal_weight=0 78.3402 5.27409 internal_count=2263 1887 376 is_linear=0 shrinkage=0.000439788 Tree=8113 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=2.33552 1.73784 1.60162 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.065229999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016588655022273279 0.015440667237234851 0.0017048004900440982 -0.023622371446084291 leaf_weight=2.1725383635057369 4.9324266334297127 72.328501151831006 2.9765407665236117 leaf_count=122 172 1715 254 internal_value=0 0.00258531 -0.0129888 internal_weight=0 77.2609 5.14908 internal_count=2263 1887 376 is_linear=0 shrinkage=0.0224292 Tree=8114 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=2.25106 1.75236 1.57507 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.065229999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1299899208412198e-05 0.00030185765683558055 3.2100472891555891e-05 -0.00045836369828427604 leaf_weight=2.2103450308641186 4.9569697691476895 72.91890892870515 2.961862358293728 leaf_count=122 172 1715 254 internal_value=0 4.93409e-05 -0.00024976 internal_weight=0 77.8759 5.17221 internal_count=2263 1887 376 is_linear=0 shrinkage=0.000439788 Tree=8115 num_leaves=4 num_cat=0 split_feature=484 50 16 split_gain=2.24494 1.73427 1.56127 threshold=-1.0000000180025095e-35 0.10030500000000002 -0.065229999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016208942327507825 0.0017235106993196293 0.016572527656019742 -0.023410140909192297 leaf_weight=2.1731239265864133 73.039849247495567 4.1649507715519567 2.935900643860804 leaf_count=122 1718 169 254 internal_value=0 0.00252847 -0.0127968 internal_weight=0 77.2048 5.10902 internal_count=2263 1887 376 is_linear=0 shrinkage=0.0224292 Tree=8116 num_leaves=4 num_cat=0 split_feature=43 1375 160 split_gain=1.94958 2.60447 2.20967 threshold=-0.074459999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001095408971949028 0.00024727558705559314 -8.1154026646128977e-05 0.00016178182833705276 leaf_weight=7.7039972671696004 5.2083932422683565 43.810104775155651 23.40087908084206 leaf_count=367 39 1341 543 internal_value=0 -4.61745e-05 9.45551e-05 internal_weight=0 49.0185 31.1049 internal_count=2290 1380 910 is_linear=0 shrinkage=0.000439788 Tree=8117 num_leaves=4 num_cat=0 split_feature=43 150 403 split_gain=2.03698 2.77869 2.72623 threshold=-0.074459999999999985 0.092010000000000022 0.092660000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014388413132897164 -8.1295675011488084e-05 -0.00029267939418361799 0.00025134003268416572 leaf_weight=27.731313726970715 43.401439442137416 3.120994191394856 5.3344120537767585 leaf_count=810 1233 100 147 internal_value=0 9.9568e-05 -4.48027e-05 internal_weight=0 30.8523 48.7359 internal_count=2290 910 1380 is_linear=0 shrinkage=0.000439788 Tree=8118 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.03882 2.77742 2.73483 threshold=-0.074459999999999985 0.092010000000000022 0.11117000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072418382889720212 -0.0039711173401141492 -0.015150089291635803 0.015908019269415905 leaf_weight=27.529525904165443 44.523538968260254 3.0823663908158769 3.7579064171077325 leaf_count=810 1324 100 56 internal_value=0 0.00497912 -0.00241818 internal_weight=0 30.6119 48.2814 internal_count=2290 910 1380 is_linear=0 shrinkage=0.0224292 Tree=8119 num_leaves=4 num_cat=0 split_feature=43 403 150 split_gain=1.95211 2.68452 2.66543 threshold=-0.074459999999999985 0.092660000000000006 0.092010000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013874868657583059 -8.2140764472914235e-05 0.00024789746586269864 -0.0002881058386315682 leaf_weight=27.778033568768027 43.387837804908486 5.3362047682821858 3.1321229292225317 leaf_count=810 1233 147 100 internal_value=0 -4.59124e-05 9.53444e-05 internal_weight=0 48.724 30.9102 internal_count=2290 1380 910 is_linear=0 shrinkage=0.000439788 Tree=8120 num_leaves=4 num_cat=0 split_feature=12 15 16 split_gain=2.00392 2.55503 2.25645 threshold=0.097825000000000009 0.09167500000000002 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001792020825516698 0.024479975206945233 -0.019402076701576256 0.0019235522765192173 leaf_weight=60.494136615878233 2.7411845202877876 4.4311016838655624 11.657703010112526 leaf_count=1633 47 268 328 internal_value=0 -0.00299925 0.00624446 internal_weight=0 64.9252 14.3989 internal_count=2276 1901 375 is_linear=0 shrinkage=0.0224292 Tree=8121 num_leaves=4 num_cat=0 split_feature=12 15 16 split_gain=1.91898 2.46917 2.19933 threshold=0.097825000000000009 0.09167500000000002 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017517150386807906 0.024276127314138432 -0.019131617496414653 0.0018804819862178006 leaf_weight=60.498401280662165 2.7027988670306504 4.3936491437220857 11.657683939705747 leaf_count=1633 47 268 328 internal_value=0 -0.00293374 0.00612222 internal_weight=0 64.8921 14.3605 internal_count=2276 1901 375 is_linear=0 shrinkage=0.0224292 Tree=8122 num_leaves=4 num_cat=0 split_feature=4 4 151 split_gain=1.93692 2.88881 2.05702 threshold=0.27190000000000009 0.093000000000000013 -0.0096649999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007479663911156508 -0.0087122282784708009 -0.013833450919216901 0.013643525351575893 leaf_weight=58.738578022871479 2.8104019242236973 9.9021587606403028 7.7317842719166929 leaf_count=1867 56 151 202 internal_value=0 -0.00263901 0.00767881 internal_weight=0 68.6407 10.5422 internal_count=2276 2018 258 is_linear=0 shrinkage=0.0224292 Tree=8123 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=1.79123 3.54594 2.62568 threshold=0.09227500000000001 -0.077944999999999987 0.035255000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019274629846943375 9.5442858080599155e-05 6.3426782775954487e-05 -0.00022901603215133969 leaf_weight=25.016714679014967 31.579562667182472 17.926651325931743 5.6746248987328718 leaf_count=1118 606 412 140 internal_value=0 -8.58265e-05 4.59287e-05 internal_weight=0 42.9434 37.2542 internal_count=2276 1530 746 is_linear=0 shrinkage=0.000439788 Tree=8124 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=2.35069 2.26762 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004034703920210833 -0.0003697310212654712 3.5148203627977913e-05 leaf_weight=2.6081555464188559 2.7613537500410521 70.902928282386711 leaf_count=40 342 1860 internal_value=0 1.98792e-05 internal_weight=0 73.6643 internal_count=2242 2202 is_linear=0 shrinkage=0.000439788 Tree=8125 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=2.32859 2.37781 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040238076098002973 -0.00037637589161098228 3.5173816048247921e-05 leaf_weight=2.6039648911100803 2.8049919917657453 70.507663935040455 leaf_count=40 342 1860 internal_value=0 1.93338e-05 internal_weight=0 73.3127 internal_count=2242 2202 is_linear=0 shrinkage=0.000439788 Tree=8126 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=2.32672 2.26343 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020561805482327195 -0.019005935793974329 0.0017493916169186317 leaf_weight=2.5980560644529751 2.7281448696112411 69.831852836789494 leaf_count=40 342 1860 internal_value=0 0.000964229 internal_weight=0 72.56 internal_count=2242 2202 is_linear=0 shrinkage=0.0224292 Tree=8127 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=2.22294 2.23745 threshold=-0.094929999999999987 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020091515494933751 -0.021653847189797803 0.001629302693618156 leaf_weight=2.5996621202793895 2.1203616832826802 70.394957257191891 leaf_count=40 291 1911 internal_value=0 0.000942979 internal_weight=0 72.5153 internal_count=2242 2202 is_linear=0 shrinkage=0.0224292 Tree=8128 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=1.83783 1.76879 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00097375677618664479 0.018811301589776733 0.012029178969072411 leaf_weight=71.23544486138735 2.6815664947789619 5.6634686618344849 leaf_count=2202 25 75 internal_value=0 -1.33654e-05 internal_weight=0 76.8989 internal_count=2302 2277 is_linear=0 shrinkage=0.0224292 Tree=8129 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=1.83151 1.6937 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6151517810079498e-05 0.00036932058932642037 0.00023201181943489425 leaf_weight=72.344868687471717 2.6991372149059307 5.7221593290159936 leaf_count=2202 25 75 internal_value=0 2.09064e-06 internal_weight=0 78.067 internal_count=2302 2277 is_linear=0 shrinkage=0.000439788 Tree=8130 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=1.80435 1.63195 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5681280935190229e-05 0.00036768297475988433 0.00022891417906097927 leaf_weight=72.021985311906064 2.6849325325019882 5.673743443330749 leaf_count=2202 25 75 internal_value=0 2.23218e-06 internal_weight=0 77.6957 internal_count=2302 2277 is_linear=0 shrinkage=0.000439788 Tree=8131 num_leaves=3 num_cat=0 split_feature=0 151 split_gain=1.78004 1.67926 threshold=0.17126500000000003 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7602767064363449e-05 0.00036507453744439623 0.00023061659250073926 leaf_weight=71.819302057648656 2.6624581821670281 5.6698568422289091 leaf_count=2202 25 75 internal_value=0 6.11689e-07 internal_weight=0 77.4892 internal_count=2302 2277 is_linear=0 shrinkage=0.000439788 Tree=8132 num_leaves=4 num_cat=0 split_feature=151 131 49 split_gain=1.86799 2.58376 1.25253 threshold=-0.086944999999999981 0.10033500000000002 -0.013699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018294104448204739 -0.0013110883564691044 0.019321406077891335 0.0027418706621725793 leaf_weight=4.7745750797912478 64.115468606140894 3.1868925034250415 5.7237757875459447 leaf_count=69 1945 164 125 internal_value=0 -0.000328899 0.00983529 internal_weight=0 67.3024 10.4984 internal_count=2303 2109 194 is_linear=0 shrinkage=0.0224292 Tree=8133 num_leaves=4 num_cat=0 split_feature=151 131 49 split_gain=1.79319 2.47231 1.21629 threshold=-0.086944999999999981 0.10033500000000002 -0.013699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018042112782288112 -0.0012816021150406035 0.018911407763492122 0.0026805674529343901 leaf_weight=4.7334111595991999 64.119838685348441 3.1834090031952647 5.7237967237988396 leaf_count=69 1945 164 125 internal_value=0 -0.000321391 0.00965412 internal_weight=0 67.3032 10.4572 internal_count=2303 2109 194 is_linear=0 shrinkage=0.0224292 Tree=8134 num_leaves=4 num_cat=0 split_feature=151 131 49 split_gain=1.7212 2.36554 1.18065 threshold=-0.086944999999999981 0.10033500000000002 -0.013699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017790325495803748 -0.001252780261403062 0.018509049378672555 0.0026206288436218172 leaf_weight=4.6934598758816719 64.124144471453747 3.1801110462183706 5.7238299623968469 leaf_count=69 1945 164 125 internal_value=0 -0.000314054 0.00947531 internal_weight=0 67.3043 10.4173 internal_count=2303 2109 194 is_linear=0 shrinkage=0.0224292 Tree=8135 num_leaves=3 num_cat=0 split_feature=401 14 split_gain=1.65639 1.675 threshold=0.084905000000000022 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012438666290840554 -0.016805100126473058 0.0023800682207727368 leaf_weight=4.0372033755920702 2.5294757645242489 71.117270752813511 leaf_count=97 201 2005 internal_value=0 0.00158107 internal_weight=0 75.1545 internal_count=2303 2102 is_linear=0 shrinkage=0.0224292 Tree=8136 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=3.07686 3.28835 3.04305 threshold=0.091315000000000021 -0.0091949999999999983 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017502052415906694 0.00010789931419683471 -0.00017836218943211816 -0.00033038272313205483 leaf_weight=6.1732625663425997 32.873139458208243 28.73408176237217 3.3602009039941541 leaf_count=127 870 1211 57 internal_value=0 -0.000115806 6.71014e-05 internal_weight=0 34.9073 36.2333 internal_count=2265 1338 927 is_linear=0 shrinkage=0.000439788 Tree=8137 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=3.23677 3.41911 3.20162 threshold=0.091315000000000021 -0.0091949999999999983 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017624075166094711 0.00010903394160531829 -0.00018410287548805619 -0.00033827276343426646 leaf_weight=6.1742540095801806 33.007738599098047 28.711848004040803 3.3963342328343051 leaf_count=127 870 1211 57 internal_value=0 -0.000120267 6.71468e-05 internal_weight=0 34.8861 36.4041 internal_count=2265 1338 927 is_linear=0 shrinkage=0.000439788 Tree=8138 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=3.14132 3.33012 2.99719 threshold=0.091315000000000021 -0.0091949999999999983 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017433059837629021 0.00010619648542893727 -0.00018240279418551075 -0.00033067590281624006 leaf_weight=6.1309498249247545 32.759247365569536 28.638592776887435 3.3289638514706885 leaf_count=127 870 1211 57 internal_value=0 -0.000119438 6.57436e-05 internal_weight=0 34.7695 36.0882 internal_count=2265 1338 927 is_linear=0 shrinkage=0.000439788 Tree=8139 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=3.22383 3.35929 3.09081 threshold=0.091315000000000021 -0.0091949999999999983 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017511150229371268 0.00010825310577225057 -0.00018284748855188786 -0.00033211796703021843 leaf_weight=6.1383512116299235 32.996769581442095 28.780340876786795 3.3815430279073544 leaf_count=127 870 1211 57 internal_value=0 -0.000119861 6.71657e-05 internal_weight=0 34.9187 36.3783 internal_count=2265 1338 927 is_linear=0 shrinkage=0.000439788 Tree=8140 num_leaves=3 num_cat=0 split_feature=49 39 split_gain=2.1863 2.21271 threshold=-0.085949999999999985 0.10713500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.010421782440448574 0.0022343295008708307 -0.018959535437521741 leaf_weight=8.7914414740516786 66.371217499133309 2.5552704021720265 leaf_count=131 2074 69 internal_value=0 0.00144359 internal_weight=0 68.9265 internal_count=2274 2143 is_linear=0 shrinkage=0.0224292 Tree=8141 num_leaves=3 num_cat=0 split_feature=49 124 split_gain=2.08928 2.09618 threshold=-0.085949999999999985 -0.087944999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.010187475811984812 -0.020058100854294696 0.002122923245898363 leaf_weight=8.7923491234396334 2.1954482117071157 66.733896869076943 leaf_count=131 49 2094 internal_value=0 0.00141108 internal_weight=0 68.9293 internal_count=2274 2143 is_linear=0 shrinkage=0.0224292 Tree=8142 num_leaves=3 num_cat=0 split_feature=49 39 split_gain=1.94158 2.0525 threshold=-0.085949999999999985 0.10713500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00019208807270458889 4.0992616166166148e-05 -0.00035736104223676058 leaf_weight=8.8752379785873909 66.987038471051164 2.579713781404279 leaf_count=131 2074 69 internal_value=0 2.61266e-05 internal_weight=0 69.5668 internal_count=2274 2143 is_linear=0 shrinkage=0.000439788 Tree=8143 num_leaves=3 num_cat=0 split_feature=49 39 split_gain=1.99372 2.10037 threshold=-0.085949999999999985 0.10713500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0099506054541996566 0.0021496753857903903 -0.018464212663885222 leaf_weight=8.7951705093146284 66.370993028819612 2.5643436514037594 leaf_count=131 2074 69 internal_value=0 0.00137795 internal_weight=0 68.9353 internal_count=2274 2143 is_linear=0 shrinkage=0.0224292 Tree=8144 num_leaves=3 num_cat=0 split_feature=150 157 split_gain=1.92356 1.59307 threshold=-0.22665999999999997 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019320468716930092 -0.016618205761913998 -0.000155057255414147 leaf_weight=2.4398810986895105 3.0673798360039646 70.446499616884012 leaf_count=19 179 2047 internal_value=0 -0.000846121 internal_weight=0 73.5139 internal_count=2245 2226 is_linear=0 shrinkage=0.0224292 Tree=8145 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=1.85034 1.58434 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037262088186929964 -0.00036847869564892593 -4.821166635372126e-06 leaf_weight=2.4213656808715305 2.3754858879601661 71.664780040953701 leaf_count=19 195 2031 internal_value=0 -1.65806e-05 internal_weight=0 74.0403 internal_count=2245 2226 is_linear=0 shrinkage=0.000439788 Tree=8146 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=1.84898 1.57722 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037298153145533605 -0.00036804300522542868 -4.4330296879575093e-06 leaf_weight=2.4205100301187477 2.3650502233303987 71.631857799322916 leaf_count=19 195 2031 internal_value=0 -1.61465e-05 internal_weight=0 73.9969 internal_count=2245 2226 is_linear=0 shrinkage=0.000439788 Tree=8147 num_leaves=3 num_cat=0 split_feature=150 43 split_gain=1.8531 1.55413 threshold=-0.22665999999999997 0.019175000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019060555740623999 -0.0022912767377839269 0.0064321070838107633 leaf_weight=2.4159722559852517 61.184496521753772 12.32789287026935 leaf_count=19 1882 344 internal_value=0 -0.000827091 internal_weight=0 73.5124 internal_count=2245 2226 is_linear=0 shrinkage=0.0224292 Tree=8148 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.3792 2.01735 threshold=-0.27336999999999995 -0.096799999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000316513353687677 0.00038563068149859067 1.5365972253452291e-06 leaf_weight=2.4840913513535261 2.7231547848205073 74.439445695314134 leaf_count=59 30 2205 internal_value=0 1.51837e-05 internal_weight=0 77.1626 internal_count=2294 2235 is_linear=0 shrinkage=0.000439788 Tree=8149 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.43149 2.40269 threshold=-0.27336999999999995 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0165184547195565 0.023238265402539007 9.4993245408544685e-05 leaf_weight=2.4597760404767532 2.3085623322986057 74.05103020325032 leaf_count=59 25 2210 internal_value=0 0.000800312 internal_weight=0 76.3596 internal_count=2294 2235 is_linear=0 shrinkage=0.0224292 Tree=8150 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.37571 1.94967 threshold=-0.27336999999999995 -0.096799999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016240011494896754 0.019574176713167381 9.9241332432026873e-05 leaf_weight=2.446314709757643 2.661051392031367 73.665881609864755 leaf_count=59 30 2205 internal_value=0 0.000782938 internal_weight=0 76.3269 internal_count=2294 2235 is_linear=0 shrinkage=0.0224292 Tree=8151 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.3219 1.88423 threshold=-0.27336999999999995 -0.096799999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015963811613114772 0.019336825282692201 9.7016659184172505e-05 leaf_weight=2.4333009103484065 2.633840689843054 73.665475822971075 leaf_count=59 30 2205 internal_value=0 0.000765843 internal_weight=0 76.2993 internal_count=2294 2235 is_linear=0 shrinkage=0.0224292 Tree=8152 num_leaves=4 num_cat=0 split_feature=457 1 15 split_gain=2.23484 2.80057 0.772583 threshold=0.080930000000000016 0.10954500000000002 -0.016354999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044795073501948729 0.0043175969788953406 0.0059584422714269213 0.015903321024900063 leaf_weight=47.409788420159202 7.4950204015149211 17.760455326613737 4.7209798468684294 leaf_count=1725 122 381 63 internal_value=0 -0.001634 0.00881283 internal_weight=0 65.1702 12.216 internal_count=2291 2106 185 is_linear=0 shrinkage=0.0224292 Tree=8153 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=2.40257 1.87303 threshold=-0.53696499999999991 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027313947574966822 -0.00095622701654167008 0.0086404701116318365 leaf_weight=1.5658376676146861 63.543284430172662 12.175048086639434 leaf_count=24 2084 183 internal_value=0 0.000588652 internal_weight=0 75.7183 internal_count=2291 2267 is_linear=0 shrinkage=0.0224292 Tree=8154 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.15594 1.79976 threshold=-0.53696499999999991 -0.0061899999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050255308203589781 8.2897663941397848e-05 -5.2440234840825706e-05 leaf_weight=1.6050012797059015 35.023338523933035 41.50717973879091 leaf_count=24 1499 768 internal_value=0 9.50087e-06 internal_weight=0 76.5305 internal_count=2291 2267 is_linear=0 shrinkage=0.000439788 Tree=8155 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.27363 1.85434 threshold=-0.53696499999999991 -0.0061899999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026453570978298469 0.0044016604182359597 -0.0026441101900953959 leaf_weight=1.5797841914463777 34.568920078709198 41.127292780587595 leaf_count=24 1499 768 internal_value=0 0.000573848 internal_weight=0 75.6962 internal_count=2291 2267 is_linear=0 shrinkage=0.0224292 Tree=8156 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.32484 3.19293 threshold=-0.44508499999999995 0.057610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017548141361927887 0.0020001628064027651 -0.014108595072735862 leaf_weight=2.3764664810150853 72.030287292047433 6.7527688629052127 leaf_count=16 2137 98 internal_value=0 0.000616342 internal_weight=0 78.7831 internal_count=2251 2235 is_linear=0 shrinkage=0.0224292 Tree=8157 num_leaves=3 num_cat=0 split_feature=12 3 split_gain=1.2721 1.57353 threshold=-0.12529499999999996 0.15015500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017361591078494814 0.00075552728817888145 0.01460142237916956 leaf_weight=1.8179022323965899 74.981313629514261 4.3509063013625555 leaf_count=67 2109 75 internal_value=0 0.00151822 internal_weight=0 79.3322 internal_count=2251 2184 is_linear=0 shrinkage=0.0224292 Tree=8158 num_leaves=3 num_cat=0 split_feature=51 47 split_gain=1.31088 2.00443 threshold=-0.39981499999999998 0.12431000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026367098838945608 2.3046422690742839e-05 -0.0003243593057199245 leaf_weight=4.0654587886820073 74.471620686882488 3.3378931885818011 leaf_count=83 2122 46 internal_value=0 8.06741e-06 internal_weight=0 77.8095 internal_count=2251 2168 is_linear=0 shrinkage=0.000439788 Tree=8159 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.27661 3.01923 threshold=-0.44508499999999995 0.057610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033752772169217001 3.7569610042221395e-05 -0.00026820216278908288 leaf_weight=2.3701180964708319 72.521998316745794 6.815187000349396 leaf_count=16 2137 98 internal_value=0 1.12451e-05 internal_weight=0 79.3372 internal_count=2251 2235 is_linear=0 shrinkage=0.000439788 Tree=8160 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=1.67041 1.83884 threshold=-1.0000000180025095e-35 0.14114500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018254656510800178 0.00021503304069988286 0.011661034171712109 leaf_weight=2.2093567962219813 64.975231864281341 7.9028630376415085 leaf_count=210 1824 219 internal_value=0 0.00145896 internal_weight=0 72.8781 internal_count=2253 2043 is_linear=0 shrinkage=0.0224292 Tree=8161 num_leaves=4 num_cat=0 split_feature=52 0 52 split_gain=1.52237 1.62168 1.36755 threshold=0.14114500000000005 -0.26595999999999992 0.41321000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044787973961992741 0.0003069031148475248 -1.491874521509028e-05 -6.27570567410493e-05 leaf_weight=1.4788131406530727 6.045698376591643 65.508681482788688 2.834702307643056 leaf_count=17 140 1952 144 internal_value=0 -4.57732e-06 0.000189023 internal_weight=0 66.9875 8.8804 internal_count=2253 1969 284 is_linear=0 shrinkage=0.000439788 Tree=8162 num_leaves=4 num_cat=0 split_feature=403 12 403 split_gain=1.47327 2.11896 0.839769 threshold=0.092660000000000006 -0.016169999999999997 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019319700703613376 0.00042816346606949876 -2.9997715061766947e-05 8.373093328189339e-05 leaf_weight=9.5006031166740268 2.4289509238806195 60.567144820501653 3.1333756005660689 leaf_count=273 27 1808 145 internal_value=0 3.10007e-07 0.000235087 internal_weight=0 70.0677 5.56233 internal_count=2253 2081 172 is_linear=0 shrinkage=0.000439788 Tree=8163 num_leaves=4 num_cat=0 split_feature=52 12 52 split_gain=1.53164 1.38584 1.36403 threshold=0.14114500000000005 -0.072149999999999978 0.41321000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099120907933151706 0.015667557853716752 -0.001339729611472968 -0.003256416119781497 leaf_weight=6.0415419356868361 5.9915629978618181 60.236281361655529 2.8044084994289733 leaf_count=234 140 1735 144 internal_value=0 -0.000311513 0.00964006 internal_weight=0 66.2778 8.79597 internal_count=2253 1969 284 is_linear=0 shrinkage=0.0224292 Tree=8164 num_leaves=4 num_cat=0 split_feature=2 16 457 split_gain=2.6437 3.99421 1.9788 threshold=0.073240000000000013 -0.17035999999999998 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018577456120892456 0.00035698743262221698 -0.0003094243596799406 -3.2485132092996152e-07 leaf_weight=4.2418367385507763 3.1416219354141495 12.105354351711865 58.136233677786549 leaf_count=79 34 450 1695 internal_value=0 -0.000180861 1.80995e-05 internal_weight=0 16.3472 61.2779 internal_count=2258 529 1729 is_linear=0 shrinkage=0.000439788 Tree=8165 num_leaves=4 num_cat=0 split_feature=2 16 457 split_gain=2.56324 3.89261 2.03937 threshold=0.073240000000000013 -0.17035999999999998 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0092451982902430323 0.018352310993110681 -0.015897081196757618 -0.00023344691392575368 leaf_weight=4.1753556285948461 3.1135572049533939 11.868655407874028 57.209940930339599 leaf_count=79 34 450 1695 internal_value=0 -0.00935074 0.000731347 internal_weight=0 16.044 60.3235 internal_count=2258 529 1729 is_linear=0 shrinkage=0.0224292 Tree=8166 num_leaves=4 num_cat=0 split_feature=2 16 2 split_gain=2.46365 3.74353 1.98845 threshold=0.073240000000000013 -0.17035999999999998 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090635349530173142 0.013338414137370091 -0.015636858023457368 -0.0005981332850582237 leaf_weight=4.1640289606475553 5.6670921647782952 11.796675616973515 54.635690019616959 leaf_count=79 143 450 1586 internal_value=0 -0.00918958 0.000715392 internal_weight=0 15.9607 60.3028 internal_count=2258 529 1729 is_linear=0 shrinkage=0.0224292 Tree=8167 num_leaves=4 num_cat=0 split_feature=2 16 457 split_gain=2.35031 3.62493 1.95405 threshold=0.073240000000000013 -0.17035999999999998 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017586260927126039 0.00035203753702338223 -0.00029964546671168045 -4.6724762534958767e-06 leaf_weight=4.1831853007861381 3.1122066488023838 11.848454583858254 57.73905061692858 leaf_count=79 34 450 1695 internal_value=0 -0.000175508 1.3676e-05 internal_weight=0 16.0316 60.8513 internal_count=2258 529 1729 is_linear=0 shrinkage=0.000439788 Tree=8168 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=3.01327 3.13897 threshold=0.25682500000000003 0.053330000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0055771059575885941 0.023065230722604586 0.0042377160894713269 leaf_weight=45.277161163184701 2.4734244024330101 25.672783455505851 leaf_count=1692 98 478 internal_value=0 -0.00202549 internal_weight=0 70.9499 internal_count=2268 2170 is_linear=0 shrinkage=0.0224292 Tree=8169 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.93635 3.00139 threshold=0.25682500000000003 0.053330000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0054543971328173992 0.023044562402686285 0.0041461016270723872 leaf_weight=45.258043774364523 2.4207267028941706 25.652176267301911 leaf_count=1692 98 478 internal_value=0 -0.00198118 internal_weight=0 70.9102 internal_count=2268 2170 is_linear=0 shrinkage=0.0224292 Tree=8170 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.86158 2.86977 threshold=0.25682500000000003 0.053330000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0053342804329592364 0.023024150431678932 0.0040563781515813926 leaf_weight=45.239838487119414 2.3691277132893438 25.632147986078053 leaf_count=1692 98 478 internal_value=0 -0.0019378 internal_weight=0 70.872 internal_count=2268 2170 is_linear=0 shrinkage=0.0224292 Tree=8171 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.78889 2.74387 threshold=0.25682500000000003 0.053330000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0052167082331592658 0.023003987828629557 0.0039685108277947839 leaf_weight=45.222503895427963 2.318605702770582 25.612680558462671 leaf_count=1692 98 478 internal_value=0 -0.00189533 internal_weight=0 70.8352 internal_count=2268 2170 is_linear=0 shrinkage=0.0224292 Tree=8172 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.48885 2.30147 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001140913506272336 0.016916660687309841 -0.013370556171801263 leaf_weight=70.959287329165818 2.6959976615216865 5.9406414363184004 leaf_count=2135 108 51 internal_value=0 1.68389e-05 internal_weight=0 76.8999 internal_count=2294 2186 is_linear=0 shrinkage=0.0224292 Tree=8173 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.44496 2.19614 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011153494018257444 0.016780449752775692 -0.013048949784360782 leaf_weight=70.958097889596502 2.6575129062548504 5.9508806873345739 leaf_count=2135 108 51 internal_value=0 1.64113e-05 internal_weight=0 76.909 internal_count=2294 2186 is_linear=0 shrinkage=0.0224292 Tree=8174 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.40972 2.04677 threshold=0.12231000000000002 -0.42890999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02351597701892378 0.015125637442164358 0.00052957217208805839 leaf_weight=1.8053345363678079 3.1920495945487337 74.540502389756512 leaf_count=186 99 2009 internal_value=0 -4.47646e-05 internal_weight=0 76.3458 internal_count=2294 2195 is_linear=0 shrinkage=0.0224292 Tree=8175 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.40017 2.10524 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010813294391558662 0.016631875592555381 -0.012779249416250674 leaf_weight=70.904090230474139 2.6158521533907324 5.9582531171618021 leaf_count=2135 108 51 internal_value=0 3.9715e-06 internal_weight=0 76.8623 internal_count=2294 2186 is_linear=0 shrinkage=0.0224292 Tree=8176 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.62266 2.98326 threshold=0.12230500000000001 0.092805000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098463346277094196 -0.012913481970931997 0.01180122349076858 leaf_weight=62.584674984967933 4.5305956976580992 10.738942483541903 leaf_count=2001 83 181 internal_value=0 0.000890561 internal_weight=0 73.3236 internal_count=2265 2182 is_linear=0 shrinkage=0.0224292 Tree=8177 num_leaves=4 num_cat=0 split_feature=52 42 47 split_gain=1.74114 2.45977 1.38043 threshold=-0.39935999999999994 -0.11377999999999998 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6761147752357821e-05 -0.00050810290665625796 -4.6191862980402246e-06 0.00048719692783051973 leaf_weight=3.6324213299612884 1.9090347279916375 70.473510639159031 2.3760680038831197 leaf_count=215 108 1917 25 internal_value=0 -1.80287e-05 0.000227982 internal_weight=0 72.3825 6.00849 internal_count=2265 2025 240 is_linear=0 shrinkage=0.000439788 Tree=8178 num_leaves=4 num_cat=0 split_feature=52 42 47 split_gain=1.80633 2.46637 1.36152 threshold=-0.39935999999999994 -0.11377999999999998 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031667256359243123 -0.026002092446041871 -0.00021545604533200298 0.02504002513193419 leaf_weight=3.5833037034335566 1.8979857576114216 69.959569765442211 2.3722814647335326 leaf_count=215 108 1917 25 internal_value=0 -0.000903289 0.0119317 internal_weight=0 71.8576 5.95559 internal_count=2265 2025 240 is_linear=0 shrinkage=0.0224292 Tree=8179 num_leaves=4 num_cat=0 split_feature=52 42 4 split_gain=1.73038 2.37105 1.3493 threshold=-0.39935999999999994 -0.11377999999999998 -0.027119999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034049691233047612 -0.02555752889616484 -0.00021062195408220419 0.019218750835827986 leaf_weight=1.980978396903083 1.8881344728551983 69.960529804982798 3.9621866550023688 leaf_count=144 108 1917 96 internal_value=0 -0.000883334 0.011691 internal_weight=0 71.8487 5.94317 internal_count=2265 2025 240 is_linear=0 shrinkage=0.0224292 Tree=8180 num_leaves=4 num_cat=0 split_feature=131 14 131 split_gain=2.30721 2.48281 2.01179 threshold=0.10033500000000002 -0.087574999999999986 0.10370500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003393576163967348 0.00068663083215523646 1.9541620130031539e-05 1.5558457451560351e-06 leaf_weight=3.9122016207948027 1.7996091230452287 72.105342651628689 1.5238130884827112 leaf_count=84 21 2039 145 internal_value=0 9.90494e-07 0.000374322 internal_weight=0 76.0175 3.32342 internal_count=2289 2123 166 is_linear=0 shrinkage=0.000439788 Tree=8181 num_leaves=4 num_cat=0 split_feature=131 14 131 split_gain=2.34588 2.38523 1.95498 threshold=0.10033500000000002 -0.087574999999999986 0.10370500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017350382485909029 0.034748811240825642 0.00071395766579806651 0.00018587917591702085 leaf_weight=3.8576412434485965 1.7930826080628315 71.41350060718969 1.5090707241433845 leaf_count=84 21 2039 145 internal_value=0 -0.000216003 0.0190456 internal_weight=0 75.2711 3.30215 internal_count=2289 2123 166 is_linear=0 shrinkage=0.0224292 Tree=8182 num_leaves=4 num_cat=0 split_feature=2 2 133 split_gain=2.28892 3.3013 2.86771 threshold=0.084055000000000005 0.086100000000000024 0.083810000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029225375998744355 -0.027089816133837728 -0.00090851594789170104 0.024020434679219722 leaf_weight=23.588937137999896 2.5307545975501844 48.69222769446651 3.7396612157426707 leaf_count=501 229 1396 163 internal_value=0 -0.00221166 0.00582434 internal_weight=0 51.223 27.3286 internal_count=2289 1625 664 is_linear=0 shrinkage=0.0224292 Tree=8183 num_leaves=4 num_cat=0 split_feature=131 14 131 split_gain=2.18486 2.25822 1.9055 threshold=0.10033500000000002 -0.087574999999999986 0.10370500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032990761411005588 0.00066807661856955959 1.3317632026761181e-05 -4.2829164738451979e-07 leaf_weight=3.8900983646162777 1.7713067741278785 71.888753235744389 1.5288824843519249 leaf_count=84 21 2039 145 internal_value=0 -4.38045e-06 0.000360156 internal_weight=0 75.7789 3.30019 internal_count=2289 2123 166 is_linear=0 shrinkage=0.000439788 Tree=8184 num_leaves=4 num_cat=0 split_feature=456 1374 49 split_gain=1.40665 1.37136 0.40603 threshold=0.086265000000000022 -0.094929999999999987 -0.067864999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013192443468757406 -0.0039390856089893218 0.0030310315108228025 -0.019773997929366571 leaf_weight=2.6978313130675806 1.5252787792123856 74.697960974643138 1.7586038932422514 leaf_count=27 36 2113 100 internal_value=0 0.00246241 -0.0124844 internal_weight=0 77.3958 3.28388 internal_count=2276 2140 136 is_linear=0 shrinkage=0.0224292 Tree=8185 num_leaves=4 num_cat=0 split_feature=456 1374 13 split_gain=1.34826 1.30895 0.288241 threshold=0.086265000000000022 -0.094929999999999987 -0.086074999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012868998581106274 -0.0051130908123696748 0.0029636832542069701 -0.018499037291137346 leaf_weight=2.7040155122522256 1.544107885212725 74.682553997901323 1.7286034712451499 leaf_count=27 57 2113 79 internal_value=0 0.00240743 -0.0122497 internal_weight=0 77.3866 3.27271 internal_count=2276 2140 136 is_linear=0 shrinkage=0.0224292 Tree=8186 num_leaves=4 num_cat=0 split_feature=456 49 49 split_gain=1.29219 1.36423 0.367157 threshold=0.086265000000000022 -0.069799999999999987 -0.062709999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003808808320865107 -0.0041270507708892727 0.0037920037851414674 -0.019210528141497835 leaf_weight=14.636693398686473 1.5698025702731686 62.741112438935033 1.6921649192263419 leaf_count=199 39 1941 97 internal_value=0 0.00235366 -0.0120179 internal_weight=0 77.3778 3.26197 internal_count=2276 2140 136 is_linear=0 shrinkage=0.0224292 Tree=8187 num_leaves=3 num_cat=0 split_feature=10 456 split_gain=1.24039 1.22562 threshold=-0.012544999999999999 0.086265000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01601184465775737 0.0017731435201792604 -0.012367136216623198 leaf_weight=2.9286139936048121 74.485666659058097 3.1978516475355709 leaf_count=79 2068 129 internal_value=0 0.00118816 internal_weight=0 77.6835 internal_count=2276 2197 is_linear=0 shrinkage=0.0224292 Tree=8188 num_leaves=3 num_cat=0 split_feature=401 51 split_gain=1.59552 1.55113 threshold=0.085900000000000018 -0.39981499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032323330339408202 -0.00030869145806938254 3.2329548046488808e-05 leaf_weight=3.7039549583732869 2.5106122570286962 74.395834922446738 leaf_count=68 196 2004 internal_value=0 4.62016e-05 internal_weight=0 78.0998 internal_count=2268 2072 is_linear=0 shrinkage=0.000439788 Tree=8189 num_leaves=4 num_cat=0 split_feature=50 12 48 split_gain=2.44715 2.77744 1.83683 threshold=0.088425000000000017 -1.0000000180025095e-35 0.11077000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040065847373271894 0.016262850105763667 -0.017995270721914935 -0.0099003530925717009 leaf_weight=67.588590693461811 1.4943497773128909 5.6025435840610944 5.1231471600012801 leaf_count=1768 30 388 82 internal_value=0 -0.0107575 0.00302438 internal_weight=0 7.09689 72.7117 internal_count=2268 418 1850 is_linear=0 shrinkage=0.0224292 Tree=8190 num_leaves=4 num_cat=0 split_feature=50 12 48 split_gain=2.35675 2.68582 1.75633 threshold=0.088425000000000017 -1.0000000180025095e-35 0.11077000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039187620797138676 0.016084364367419082 -0.017793998719922519 -0.0096823049936580457 leaf_weight=67.554195326194986 1.4774472756325847 5.5397632696813153 5.1214754409693333 leaf_count=1768 30 388 82 internal_value=0 -0.0106367 0.002958 internal_weight=0 7.01721 72.6757 internal_count=2268 418 1850 is_linear=0 shrinkage=0.0224292 Tree=8191 num_leaves=4 num_cat=0 split_feature=50 12 48 split_gain=2.29952 2.64504 1.63426 threshold=0.088425000000000017 -1.0000000180025095e-35 0.11077000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6913598037585193e-05 0.00031343854764169439 -0.00034280575408412989 -0.00017943014387165144 leaf_weight=68.220715761066458 1.4925726546098301 5.567930224218343 5.1570626146622081 leaf_count=1768 30 388 82 internal_value=0 -0.000203606 5.88555e-05 internal_weight=0 7.0605 73.3778 internal_count=2268 418 1850 is_linear=0 shrinkage=0.000439788 Tree=8192 num_leaves=4 num_cat=0 split_feature=4 12 16 split_gain=2.50506 2.24497 0.911931 threshold=0.27467500000000006 -0.094939999999999983 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023022316261496593 0.022146121935675767 -0.0018386732495029464 0.0056591837329034904 leaf_weight=2.6103384417219777 2.3522526102606207 58.873479862784279 5.9276417890614521 leaf_count=60 40 1956 196 internal_value=0 -0.00274491 0.0103832 internal_weight=0 61.4838 8.27989 internal_count=2252 2016 236 is_linear=0 shrinkage=0.0224292 Tree=8193 num_leaves=4 num_cat=0 split_feature=4 12 16 split_gain=2.40779 2.15123 0.901676 threshold=0.27467500000000006 -0.094939999999999983 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022553402616591386 0.022058850048694387 -0.0017976493486491162 0.0055501703206930712 leaf_weight=2.605301012084964 2.3091532201979135 58.866917096221641 5.9090928058940317 leaf_count=60 40 1956 196 internal_value=0 -0.00268404 0.0102291 internal_weight=0 61.4722 8.21825 internal_count=2252 2016 236 is_linear=0 shrinkage=0.0224292 Tree=8194 num_leaves=4 num_cat=0 split_feature=4 12 16 split_gain=2.37903 1.99484 0.885572 threshold=0.27467500000000006 -0.094939999999999983 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042645821499166569 0.00042965119028347948 -3.6487057737299552e-05 0.00010814254530727059 leaf_weight=2.6312287895707405 2.2838885569326521 59.545781408598941 5.9811159182754619 leaf_count=60 40 1956 196 internal_value=0 -5.31158e-05 0.000197771 internal_weight=0 62.177 8.265 internal_count=2252 2016 236 is_linear=0 shrinkage=0.000439788 Tree=8195 num_leaves=4 num_cat=0 split_feature=4 12 16 split_gain=2.38842 1.9752 0.887063 threshold=0.27467500000000006 -0.094939999999999983 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042296230779056141 0.00043123759439390606 -3.4602406709404705e-05 0.00011014615818065375 leaf_weight=2.6271082470775573 2.2978101365260954 59.354937910076842 5.9815595465188363 leaf_count=60 40 1956 196 internal_value=0 -5.11882e-05 0.000200047 internal_weight=0 61.982 8.27937 internal_count=2252 2016 236 is_linear=0 shrinkage=0.000439788 Tree=8196 num_leaves=4 num_cat=0 split_feature=159 156 1 split_gain=2.0935 2.1702 1.98055 threshold=0.094480000000000022 0.091255000000000017 0.10423500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0540353289324912e-05 -0.00050299902381289595 -0.00033740553675341758 5.5735733977478697e-05 leaf_weight=72.270646045510148 2.6836961163498918 2.7326392650743392 2.2409823354282707 leaf_count=1888 136 142 107 internal_value=0 4.59596e-05 -0.000249512 internal_weight=0 75.0033 4.92468 internal_count=2273 2030 243 is_linear=0 shrinkage=0.000439788 Tree=8197 num_leaves=4 num_cat=0 split_feature=159 156 15 split_gain=2.1369 2.19447 1.69275 threshold=0.094480000000000022 0.091255000000000017 -0.074934999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2192177276436156e-05 8.0679343361310282e-05 -0.00033876734148946926 -0.00045088533728324858 leaf_weight=72.313847412315226 1.8484005523714584 2.7212883097345175 3.0634433828672618 leaf_count=1888 127 142 116 internal_value=0 4.75682e-05 -0.000251312 internal_weight=0 75.0351 4.91184 internal_count=2273 2030 243 is_linear=0 shrinkage=0.000439788 Tree=8198 num_leaves=4 num_cat=0 split_feature=159 156 1 split_gain=2.15569 2.13745 1.88419 threshold=0.094480000000000022 0.091255000000000017 0.10423500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031014599855226565 -0.025661612801069388 -0.017264742910436726 0.0024402619576106219 leaf_weight=71.588694994597063 2.658590871247724 2.6709794799353395 2.1698710136515729 leaf_count=1888 136 142 107 internal_value=0 0.00236468 -0.013073 internal_weight=0 74.2597 4.82846 internal_count=2273 2030 243 is_linear=0 shrinkage=0.0224292 Tree=8199 num_leaves=4 num_cat=0 split_feature=159 156 1 split_gain=2.05413 2.06792 1.85806 threshold=0.094480000000000022 0.091255000000000017 0.10423500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9009757754356519e-05 -0.00050026109242246074 -0.00033140086574810426 4.7629379333791443e-05 leaf_weight=72.081525494362722 2.6140705544712537 2.7043783558265195 2.1896763368968095 leaf_count=1888 136 142 107 internal_value=0 4.48109e-05 -0.000251318 internal_weight=0 74.7859 4.80375 internal_count=2273 2030 243 is_linear=0 shrinkage=0.000439788 Tree=8200 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=2.07956 1.60836 threshold=0.062655000000000016 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6296526011715662e-05 -0.00038735744508610302 0.00014205740971142956 leaf_weight=62.460764149249371 2.5452231844096778 15.459977840986083 leaf_count=1885 76 320 internal_value=0 1.5149e-05 internal_weight=0 77.9207 internal_count=2281 2205 is_linear=0 shrinkage=0.000439788 Tree=8201 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=2.09333 1.61705 threshold=0.062655000000000016 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00091791274301028026 -0.02000121983595169 0.0072204287568113481 leaf_weight=61.815808182090677 2.5194530794296943 15.307765416192067 leaf_count=1885 76 320 internal_value=0 0.000698802 internal_weight=0 77.1236 internal_count=2281 2205 is_linear=0 shrinkage=0.0224292 Tree=8202 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.04599 1.61021 threshold=0.062655000000000016 0.12084000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9965435946161018e-05 -0.00038475969213853098 -0.00023550374714838428 leaf_weight=73.572480467428704 2.5509540565649322 4.6824811170081366 leaf_count=2104 76 101 internal_value=0 1.40272e-05 internal_weight=0 78.255 internal_count=2281 2205 is_linear=0 shrinkage=0.000439788 Tree=8203 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=2.01602 1.54722 threshold=0.062655000000000016 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00089625442282769481 -0.01970642929855855 0.0070691180554633025 leaf_weight=61.835724465478052 2.4999667894226141 15.284021393873898 leaf_count=1885 76 320 internal_value=0 0.000683726 internal_weight=0 77.1197 internal_count=2281 2205 is_linear=0 shrinkage=0.0224292 Tree=8204 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.53636 1.9967 threshold=0.17126500000000003 0.12084000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5386413115231773e-07 0.00042762233029082454 -0.00035635924767280798 leaf_weight=72.946996472307092 2.5685997496257178 3.1589839859370832 leaf_count=2149 24 80 internal_value=0 -1.51206e-05 internal_weight=0 76.106 internal_count=2253 2229 is_linear=0 shrinkage=0.000439788 Tree=8205 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.47098 2.00904 threshold=0.17126500000000003 0.12084000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.9097835912312955e-05 0.021670426086554017 -0.01832270655418727 leaf_weight=72.23725714248576 2.5224791096152321 3.1399675593420389 leaf_count=2149 24 80 internal_value=0 -0.000814763 internal_weight=0 75.3772 internal_count=2253 2229 is_linear=0 shrinkage=0.0224292 Tree=8206 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=2.39274 1.98241 threshold=0.17126500000000003 0.26753000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032147677421259433 0.021470240089630645 -0.012626180677928324 leaf_weight=68.883965851064204 2.489446339877758 6.4920799750852884 leaf_count=1964 24 265 internal_value=0 -0.000796609 internal_weight=0 75.376 internal_count=2253 2229 is_linear=0 shrinkage=0.0224292 Tree=8207 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.31674 1.90421 threshold=0.17126500000000003 0.12084000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.3588676382029193e-05 0.021269230786267319 -0.017827905960309396 leaf_weight=72.220349072076715 2.4571561580996777 3.1385659202751404 leaf_count=2149 24 80 internal_value=0 -0.000779018 internal_weight=0 75.3589 internal_count=2253 2229 is_linear=0 shrinkage=0.0224292 Tree=8208 num_leaves=4 num_cat=0 split_feature=3 52 16 split_gain=2.17223 1.83339 0.507817 threshold=0.13999000000000003 -0.42890999999999996 -0.060044999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038731727083678115 0.00038037421985505083 1.4666982808237369e-05 0.00014121475022627183 leaf_weight=2.2489597696439878 3.405045290801354 67.599217622436754 3.5170781182387136 leaf_count=199 94 1927 44 internal_value=0 1.62166e-06 0.000259582 internal_weight=0 69.8482 6.92212 internal_count=2264 2126 138 is_linear=0 shrinkage=0.000439788 Tree=8209 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=2.19401 2.51888 threshold=-0.5138299999999999 0.091785000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045969420333273121 -3.8814685165039069e-05 0.00012254418874545501 leaf_weight=1.7220788648828591 38.444201681201776 36.42302524481056 leaf_count=157 1416 691 internal_value=0 3.96979e-05 internal_weight=0 74.8672 internal_count=2264 2107 is_linear=0 shrinkage=0.000439788 Tree=8210 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=2.19352 2.6474 2.58588 threshold=0.091785000000000019 0.035255000000000009 -0.082084999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053735522334782109 0.007610002868522185 -0.0097146145463087308 -0.0067347435851965063 leaf_weight=13.776668911864361 32.044947839218366 5.1332644681096999 24.852901130550435 leaf_count=417 616 146 1085 internal_value=0 0.0052142 -0.00241598 internal_weight=0 37.1782 38.6296 internal_count=2264 762 1502 is_linear=0 shrinkage=0.0224292 Tree=8211 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=2.09958 2.53356 2.51731 threshold=0.091785000000000019 0.035255000000000009 0.10798000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044239995247443847 0.0074545638720925223 -0.0094904067113354435 0.013545151113518969 leaf_weight=34.179515052214811 31.980539934480475 5.137088767180102 4.4114033551886669 leaf_count=1482 616 146 20 internal_value=0 0.0051057 -0.00236423 internal_weight=0 37.1176 38.5909 internal_count=2264 762 1502 is_linear=0 shrinkage=0.0224292 Tree=8212 num_leaves=4 num_cat=0 split_feature=1 43 12 split_gain=2.39928 2.80858 1.5908 threshold=0.099515000000000006 -0.51026999999999989 -0.064509999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014804889478838287 0.018494689879819337 -0.0059146419280640822 0.0019333165401550739 leaf_weight=3.5357828142878125 3.3208858041216471 44.510747579106464 23.133130649446684 leaf_count=40 187 1669 390 internal_value=0 -0.0043846 0.00402418 internal_weight=0 48.0465 26.454 internal_count=2286 1709 577 is_linear=0 shrinkage=0.0224292 Tree=8213 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=2.29634 2.69158 1.55961 threshold=0.099515000000000006 -0.51026999999999989 0.14676000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014539121837891543 0.0070454012733364131 -0.0057860996295955348 -0.0056231144670318952 leaf_weight=3.5201881541579487 19.935759985350163 44.479845079416464 6.459144183798343 leaf_count=40 438 1669 139 internal_value=0 -0.00429032 0.00394344 internal_weight=0 48 26.3949 internal_count=2286 1709 577 is_linear=0 shrinkage=0.0224292 Tree=8214 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=2.26696 2.03419 0.33478 threshold=-0.25061999999999995 -0.11689999999999999 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015151438085733851 -0.00031433863202895527 -2.496995240789813e-05 0.00036877911385748303 leaf_weight=3.3950148641306441 5.0520112789636178 64.049587437807986 2.340184465472702 leaf_count=77 163 1938 108 internal_value=0 -4.62067e-05 0.000241096 internal_weight=0 69.1016 5.7352 internal_count=2286 2101 185 is_linear=0 shrinkage=0.000439788 Tree=8215 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=2.19807 2.62606 1.55058 threshold=0.099515000000000006 -0.017449999999999997 -0.064509999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054016708442639104 0.018305756241392267 -0.010009342788159311 0.0018155615625641539 leaf_weight=26.440516143627065 3.2576383060586549 21.519722924303096 23.080272546278138 leaf_count=1016 187 693 390 internal_value=0 -0.00419549 0.00386696 internal_weight=0 47.9602 26.3379 internal_count=2286 1709 577 is_linear=0 shrinkage=0.0224292 Tree=8216 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.94377 2.09724 threshold=0.087110000000000007 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013929655762837925 -0.018893910382933553 -0.017977910498271524 leaf_weight=71.417387794082515 2.6376998030900713 2.9078991332989963 leaf_count=2120 55 79 internal_value=0 0.000630678 internal_weight=0 74.3253 internal_count=2254 2199 is_linear=0 shrinkage=0.0224292 Tree=8217 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.86507 2.01376 threshold=0.087110000000000007 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013618848958266835 -0.018543456510080648 -0.017663937375472095 leaf_weight=71.409399036942432 2.6277454975643186 2.893707471196648 leaf_count=2120 55 79 internal_value=0 0.000616584 internal_weight=0 74.3031 internal_count=2254 2199 is_linear=0 shrinkage=0.0224292 Tree=8218 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.75736 1.91839 threshold=0.087110000000000007 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5474488707187921e-05 -0.00035136167367638943 -0.00033689700770430601 leaf_weight=72.309565261356511 2.6568096953269551 2.9214429674443627 leaf_count=2120 55 79 internal_value=0 1.13206e-05 internal_weight=0 75.231 internal_count=2254 2199 is_linear=0 shrinkage=0.000439788 Tree=8219 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.86072 1.80606 threshold=0.087110000000000007 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6773961025056097e-05 -0.00035899762657941732 -0.00032499766877668761 leaf_weight=72.171030260707994 2.6745509872125686 2.9187380368753102 leaf_count=2120 55 79 internal_value=0 1.30215e-05 internal_weight=0 75.0898 internal_count=2254 2199 is_linear=0 shrinkage=0.000439788 Tree=8220 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.00652 2.76101 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040818494796942206 -3.0419681019351376e-06 0.00036644892987304414 leaf_weight=2.1877582933520889 71.155027299427275 4.1199725146943811 leaf_count=36 2166 85 internal_value=0 1.72689e-05 internal_weight=0 75.275 internal_count=2287 2251 is_linear=0 shrinkage=0.000439788 Tree=8221 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.85574 3.89695 1.99562 threshold=0.092355000000000007 0.12958500000000003 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3297764504073662e-06 -0.00026556171169095767 0.00037290283204558834 0.00019640553214462193 leaf_weight=49.497197162863358 12.343837113536663 2.1569609085563561 13.424543845490915 leaf_count=1247 639 40 361 internal_value=0 -0.000170226 4.61436e-05 internal_weight=0 14.5008 62.9217 internal_count=2287 679 1608 is_linear=0 shrinkage=0.000439788 Tree=8222 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.76999 3.85141 1.98744 threshold=0.092355000000000007 0.12958500000000003 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2975091685867382e-06 -0.0002614194942266354 0.0003737405914939028 0.00019473390071096081 leaf_weight=49.697600992479693 12.450365989473083 2.150150316185317 13.454135166550257 leaf_count=1247 639 40 361 internal_value=0 -0.000167516 4.49155e-05 internal_weight=0 14.6005 63.1517 internal_count=2287 679 1608 is_linear=0 shrinkage=0.000439788 Tree=8223 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.84699 3.88413 1.99248 threshold=0.092355000000000007 0.12958500000000003 0.088285000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016395686602301576 -0.013684816726504723 0.018974296870971203 0.0099445037797802633 leaf_weight=49.073938936425748 12.240950709848219 2.1365983506257171 13.304348036948793 leaf_count=1247 639 40 361 internal_value=0 -0.00881273 0.0022524 internal_weight=0 14.3775 62.3783 internal_count=2287 679 1608 is_linear=0 shrinkage=0.0224292 Tree=8224 num_leaves=3 num_cat=0 split_feature=1213 3 split_gain=2.91747 1.86929 threshold=-1.0000000180025095e-35 0.11932000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023834101518399445 0.0022705750005791755 -0.0084894403305784943 leaf_weight=2.4727253394357822 61.785562777608902 9.3323027047445049 leaf_count=359 1763 164 internal_value=0 0.000856713 internal_weight=0 71.1179 internal_count=2286 1927 is_linear=0 shrinkage=0.0224292 Tree=8225 num_leaves=3 num_cat=0 split_feature=1213 3 split_gain=2.84694 1.78359 threshold=-1.0000000180025095e-35 0.11932000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023800018680222839 0.0022197923669263152 -0.0082803067773238384 leaf_weight=2.4213320198950887 61.78201869116765 9.3536404721780837 leaf_count=359 1763 164 internal_value=0 0.000837281 internal_weight=0 71.1357 internal_count=2286 1927 is_linear=0 shrinkage=0.0224292 Tree=8226 num_leaves=3 num_cat=0 split_feature=1213 4 split_gain=2.86836 1.76095 threshold=-1.0000000180025095e-35 -0.0016099999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004667928957151146 8.0909880233533978e-05 -5.7187397103039999e-05 leaf_weight=2.433320920262303 38.50045280464883 33.279236533502626 leaf_count=359 1212 715 internal_value=0 1.68856e-05 internal_weight=0 71.7797 internal_count=2286 1927 is_linear=0 shrinkage=0.000439788 Tree=8227 num_leaves=3 num_cat=0 split_feature=1213 4 split_gain=2.77861 1.80246 threshold=-1.0000000180025095e-35 -0.0016099999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023766484098473709 0.0041369792258962278 -0.0030190993841462833 leaf_weight=2.3711971269995038 38.16572048283615 32.999782137273542 leaf_count=359 1212 715 internal_value=0 0.000818752 internal_weight=0 71.1655 internal_count=2286 1927 is_linear=0 shrinkage=0.0224292 Tree=8228 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.31736 2.98357 threshold=-0.28298999999999996 -0.47668499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029756812257228425 -0.00036896430024474264 5.878966996488762e-05 leaf_weight=4.1628135349928916 3.2864836281805756 68.751330067244908 leaf_count=104 123 2013 internal_value=0 3.91822e-05 internal_weight=0 72.0378 internal_count=2240 2136 is_linear=0 shrinkage=0.000439788 Tree=8229 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.3576 2.98201 threshold=-0.28298999999999996 -0.47668499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002995195099603663 -0.00036782303659467014 5.909203964847375e-05 leaf_weight=4.1781674706617187 3.2977631511166683 68.983450311848173 leaf_count=104 123 2013 internal_value=0 3.95225e-05 internal_weight=0 72.2812 internal_count=2240 2136 is_linear=0 shrinkage=0.000439788 Tree=8230 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.32193 2.93803 threshold=-0.28298999999999996 -0.47668499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029801619030056238 -0.00036678155957462177 5.7076623152844532e-05 leaf_weight=4.1983453378416007 3.2958636796101919 69.065316780627654 leaf_count=104 123 2013 internal_value=0 3.76793e-05 internal_weight=0 72.3612 internal_count=2240 2136 is_linear=0 shrinkage=0.000439788 Tree=8231 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.3316 2.99816 threshold=-0.28298999999999996 -0.47668499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015268491529629459 -0.018935676539181219 0.0030148022492805706 leaf_weight=4.1384825762761457 3.261808465991634 68.283155273597913 leaf_count=104 123 2013 internal_value=0 0.00200927 internal_weight=0 71.545 internal_count=2240 2136 is_linear=0 shrinkage=0.0224292 Tree=8232 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=1.73607 1.56566 threshold=0.078475000000000017 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.5061870139196637e-05 -0.00023362574725115651 -0.00022718330490714743 leaf_weight=71.409544818271115 4.3822305605717693 3.7123440943728374 leaf_count=1993 109 198 internal_value=0 5.05658e-05 internal_weight=0 75.1219 internal_count=2300 2191 is_linear=0 shrinkage=0.000439788 Tree=8233 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=1.79443 1.59949 threshold=0.078475000000000017 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.5971566454648171e-05 -0.00023710364114793933 -0.00022917913780552348 leaf_weight=71.422180431170091 4.3988063489523475 3.7185637634024706 leaf_count=1993 109 198 internal_value=0 5.13106e-05 internal_weight=0 75.1407 internal_count=2300 2191 is_linear=0 shrinkage=0.000439788 Tree=8234 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=1.79002 1.59226 threshold=0.078475000000000017 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0033326022306835786 -0.012188359345238811 -0.011777855280878971 leaf_weight=71.011543147854354 4.3472705350031893 3.6720187528112538 leaf_count=1993 109 198 internal_value=0 0.00258684 internal_weight=0 74.6836 internal_count=2300 2191 is_linear=0 shrinkage=0.0224292 Tree=8235 num_leaves=3 num_cat=0 split_feature=41 12 split_gain=1.71302 1.56997 threshold=0.078475000000000017 -0.12529499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01907698230334904 -0.011935335278953461 0.0030183368378226246 leaf_weight=1.6355862811942632 4.3403425899196 73.025085023634801 leaf_count=71 109 2120 internal_value=0 0.00252954 internal_weight=0 74.6607 internal_count=2300 2191 is_linear=0 shrinkage=0.0224292 Tree=8236 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=1.84348 2.54179 1.67228 threshold=-0.076519999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018319885900629828 -0.00018674494838754455 3.9485191280704708e-05 0.00017431387849668444 leaf_weight=2.8451433612135615 12.371893865324635 42.71358265586241 21.898173668745585 leaf_count=142 741 785 636 internal_value=0 -1.13719e-05 0.000133095 internal_weight=0 55.0855 24.7433 internal_count=2304 1526 778 is_linear=0 shrinkage=0.000439788 Tree=8237 num_leaves=4 num_cat=0 split_feature=4 1 130 split_gain=1.9935 2.29723 1.70941 threshold=-0.076519999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009445877098361824 -0.0093176850954548706 0.0017229398200883693 0.0090888325491874054 leaf_weight=2.8146493938911616 12.208416996194499 42.188116996752797 21.643052943078146 leaf_count=142 741 785 636 internal_value=0 -0.000757348 0.00695011 internal_weight=0 54.3965 24.4577 internal_count=2304 1526 778 is_linear=0 shrinkage=0.0224292 Tree=8238 num_leaves=3 num_cat=0 split_feature=1456 4 split_gain=1.95651 2.29137 threshold=-1.0000000180025095e-35 -0.076519999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018472115474929305 0.008045862658785749 -0.00036755855454152309 leaf_weight=2.3508624097157726 23.501834591639636 52.926291216886966 leaf_count=204 733 1367 internal_value=0 0.00222095 internal_weight=0 76.4281 internal_count=2304 2100 is_linear=0 shrinkage=0.0224292 Tree=8239 num_leaves=3 num_cat=0 split_feature=1456 4 split_gain=1.8828 2.21012 threshold=-1.0000000180025095e-35 -0.083954999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035220457004100393 0.00017325480302031189 -3.9017534905317692e-07 leaf_weight=2.4063903972437393 18.634114834028878 59.074325633585431 leaf_count=204 441 1659 internal_value=0 4.12814e-05 internal_weight=0 77.7084 internal_count=2304 2100 is_linear=0 shrinkage=0.000439788 Tree=8240 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.77612 2.65689 2.28973 threshold=-0.10071499999999999 -0.084804999999999978 -0.010699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2837128562751525e-05 -0.00027864063336270899 1.6280561183889556e-06 0.00031322961908846077 leaf_weight=27.594417006683216 8.0284481530320573 34.967996559107178 8.5423498503369029 leaf_count=368 549 1288 86 internal_value=0 -5.08051e-05 0.000114524 internal_weight=0 42.9964 36.1368 internal_count=2291 1837 454 is_linear=0 shrinkage=0.000439788 Tree=8241 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.86387 2.71045 2.26169 threshold=-0.10071499999999999 -0.084804999999999978 -0.010699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.306288387750328e-05 -0.00028295245900988408 -5.0357232755692186e-07 0.00031195613979842057 leaf_weight=27.614213535051022 8.0715850063729686 34.991578344490335 8.5318355034542019 leaf_count=368 549 1288 86 internal_value=0 -5.35466e-05 0.000114304 internal_weight=0 43.0632 36.146 internal_count=2291 1837 454 is_linear=0 shrinkage=0.000439788 Tree=8242 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.75943 2.70527 2.29967 threshold=-0.10071499999999999 -0.084804999999999978 -0.010699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1643846186548098e-05 -0.00028133879791015349 1.4896144725070166e-06 0.00031300834560150226 leaf_weight=27.558997270507007 8.0313145903687637 34.888452060284635 8.5106673201371432 leaf_count=368 549 1288 86 internal_value=0 -5.15359e-05 0.000113446 internal_weight=0 42.9198 36.0697 internal_count=2291 1837 454 is_linear=0 shrinkage=0.000439788 Tree=8243 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.72192 2.69037 2.22976 threshold=-0.10071499999999999 -0.084804999999999978 -0.010699999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.389208345321813e-05 -0.00027800367632117021 3.6910537984094879e-06 0.00031107374256672733 leaf_weight=27.648539963540316 8.0458455635739465 35.082529275258821 8.5180233682913222 leaf_count=368 549 1288 86 internal_value=0 -4.89605e-05 0.000114596 internal_weight=0 43.1284 36.1666 internal_count=2291 1837 454 is_linear=0 shrinkage=0.000439788 Tree=8244 num_leaves=4 num_cat=0 split_feature=15 0 131 split_gain=1.76623 3.17854 1.90102 threshold=0.088235000000000022 -0.10124499999999999 0.08956500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012863062124410048 -0.012903692920599862 0.01240221319497678 -0.015834475517867555 leaf_weight=60.202704974617973 3.1120480156241674 12.347932857073827 4.1247588401274689 leaf_count=1524 59 478 242 internal_value=0 0.00729858 -0.00114011 internal_weight=0 15.46 64.3275 internal_count=2303 537 1766 is_linear=0 shrinkage=0.0224292 Tree=8245 num_leaves=4 num_cat=0 split_feature=403 131 16 split_gain=1.71383 2.14675 1.63881 threshold=0.03138500000000001 0.08956500000000002 -0.091214999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002519857444208941 -0.0076404278626618447 -0.016086947967697236 0.014087344410281893 leaf_weight=65.501969079187802 2.2428975908369466 4.2925622807524624 7.7073783560081193 leaf_count=1756 92 265 190 internal_value=0 -0.000757029 0.00918442 internal_weight=0 69.7945 9.95028 internal_count=2303 2021 282 is_linear=0 shrinkage=0.0224292 Tree=8246 num_leaves=4 num_cat=0 split_feature=15 0 131 split_gain=1.60191 2.97458 1.74932 threshold=0.088235000000000022 -0.10124499999999999 0.08956500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5114267509999136e-06 -0.00024656394754167429 0.0002333836604117949 -0.0002975321960677504 leaf_weight=60.621741717809982 3.1099958845516076 12.395391715221647 4.1046987867957787 leaf_count=1524 59 478 242 internal_value=0 0.000136933 -2.03661e-05 internal_weight=0 15.5054 64.7264 internal_count=2303 537 1766 is_linear=0 shrinkage=0.000439788 Tree=8247 num_leaves=4 num_cat=0 split_feature=403 12 131 split_gain=1.63763 3.08653 2.09303 threshold=0.03138500000000001 0.088335000000000011 0.08956500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3285829051002506e-06 -0.00018796950739949274 0.00033901766995196722 -0.00030918406496735414 leaf_weight=66.326628586302832 3.0939470145858632 6.9490879935547127 4.3130491207848527 leaf_count=1756 131 151 265 internal_value=0 0.000176621 -1.3014e-05 internal_weight=0 10.043 70.6397 internal_count=2303 282 2021 is_linear=0 shrinkage=0.000439788 Tree=8248 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.0264 2.41284 threshold=-0.11377999999999998 -0.091229999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017902423487387419 0.017616752085319782 0.00056574490985036906 leaf_weight=2.76878733344165 4.4174985679601368 70.835137166915047 leaf_count=133 113 2052 internal_value=0 0.00157089 internal_weight=0 75.2526 internal_count=2298 2165 is_linear=0 shrinkage=0.0224292 Tree=8249 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.974 2.26675 threshold=-0.11377999999999998 -0.091229999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034612972467141308 0.00033439557377915876 1.1087394534750821e-05 leaf_weight=2.7785789510803616 4.4361811732633205 71.630433826418994 leaf_count=133 113 2052 internal_value=0 3.00218e-05 internal_weight=0 76.0666 internal_count=2298 2165 is_linear=0 shrinkage=0.000439788 Tree=8250 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.94028 2.31546 threshold=-0.11377999999999998 -0.091229999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01754057438177797 0.017291186972875155 0.00055307885050634453 leaf_weight=2.7624201139083189 4.397918091795872 70.848182073220869 leaf_count=133 113 2052 internal_value=0 0.00153551 internal_weight=0 75.2461 internal_count=2298 2165 is_linear=0 shrinkage=0.0224292 Tree=8251 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.85862 2.22432 threshold=-0.11377999999999998 -0.091229999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017189152038468568 0.01697984957658866 0.00054069471557632821 leaf_weight=2.7561331538495315 4.3786767953606605 70.845893859940588 leaf_count=133 113 2052 internal_value=0 0.00150165 internal_weight=0 75.2246 internal_count=2298 2165 is_linear=0 shrinkage=0.0224292 Tree=8252 num_leaves=4 num_cat=0 split_feature=43 457 13 split_gain=1.86759 1.95303 1.5035 threshold=-0.17632999999999996 0.094310000000000019 0.23894500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018143256141531214 -0.0032287113393017217 0.0103245555519423 0.00019772675388846973 leaf_weight=4.4250276645325339 59.796561538695187 5.8553826614661366 4.9819977889783331 leaf_count=59 2040 72 85 internal_value=0 -0.00201727 0.00865888 internal_weight=0 65.6519 9.40703 internal_count=2256 2112 144 is_linear=0 shrinkage=0.0224292 Tree=8253 num_leaves=4 num_cat=0 split_feature=12 50 16 split_gain=1.75922 2.83578 2.04954 threshold=0.098180000000000003 0.099210000000000007 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0541496498884663e-05 0.00048824135027117685 0.00026294210909879532 4.5748076444999043e-05 leaf_weight=58.469103890696715 2.5636533219367257 5.3672966710778374 9.3902985720351335 leaf_count=1673 47 225 311 internal_value=0 -4.24323e-05 0.000141273 internal_weight=0 63.8364 11.954 internal_count=2256 1898 358 is_linear=0 shrinkage=0.000439788 Tree=8254 num_leaves=4 num_cat=0 split_feature=43 457 12 split_gain=1.78999 1.88547 1.55418 threshold=-0.17632999999999996 0.094310000000000019 0.085785000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1796654110471461e-05 -6.0301732255320999e-05 0.00020032008993360793 0.00032708886203973127 leaf_weight=4.1979338478377013 60.35133082786615 5.8743709132686481 5.2281069212076545 leaf_count=51 2040 72 93 internal_value=0 -3.71329e-05 0.000167516 internal_weight=0 66.2257 9.42604 internal_count=2256 2112 144 is_linear=0 shrinkage=0.000439788 Tree=8255 num_leaves=4 num_cat=0 split_feature=43 50 12 split_gain=1.78647 1.86862 1.60669 threshold=-0.17632999999999996 0.099210000000000007 0.085785000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018712992698612463 -0.0031963503478575532 0.0096932231880228325 0.0167818492883266 leaf_weight=4.1791772811848187 59.416530543401677 6.2348785922781635 5.2014872492272843 leaf_count=51 1846 266 93 internal_value=0 -0.00196977 0.00848477 internal_weight=0 65.6514 9.38066 internal_count=2256 2112 144 is_linear=0 shrinkage=0.0224292 Tree=8256 num_leaves=3 num_cat=0 split_feature=10 403 split_gain=1.9163 1.97544 threshold=-0.012544999999999999 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039823780252033595 -7.6255049283266313e-07 0.00027646901737992053 leaf_weight=2.6632955002642111 67.315270345327917 5.3485531600344975 leaf_count=75 1982 161 internal_value=0 1.97108e-05 internal_weight=0 72.6638 internal_count=2218 2143 is_linear=0 shrinkage=0.000439788 Tree=8257 num_leaves=3 num_cat=0 split_feature=10 403 split_gain=1.94181 1.84946 threshold=-0.012544999999999999 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020570342730021212 -1.8523071261548148e-05 0.013711204177636611 leaf_weight=2.6245921093905045 66.69391881089814 5.3110647199537189 leaf_count=75 1982 161 internal_value=0 0.000997543 internal_weight=0 72.005 internal_count=2218 2143 is_linear=0 shrinkage=0.0224292 Tree=8258 num_leaves=3 num_cat=0 split_feature=10 403 split_gain=1.8502 1.90332 threshold=-0.012544999999999999 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039295848588923862 1.4009544865818012e-06 0.00027211696537313693 leaf_weight=2.6693729155776955 67.766940447364959 5.4061645658657644 leaf_count=75 1982 161 internal_value=0 2.14677e-05 internal_weight=0 73.1731 internal_count=2218 2143 is_linear=0 shrinkage=0.000439788 Tree=8259 num_leaves=3 num_cat=0 split_feature=10 403 split_gain=1.8789 1.90022 threshold=-0.012544999999999999 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039806769071533952 3.0508451002991655e-06 0.00027481065124847676 leaf_weight=2.6602046987791246 67.572820596275506 5.3530528687479082 leaf_count=75 1982 161 internal_value=0 2.30658e-05 internal_weight=0 72.9259 internal_count=2218 2143 is_linear=0 shrinkage=0.000439788 Tree=8260 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=1.98654 1.9958 threshold=-0.24395999999999998 -0.10091999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004778518919275971 -0.00025652686025202974 3.7645365221962051e-05 leaf_weight=1.5759196512681217 4.7554619668035221 67.852315794700189 leaf_count=144 300 1829 internal_value=0 1.83161e-05 internal_weight=0 72.6078 internal_count=2273 2129 is_linear=0 shrinkage=0.000439788 Tree=8261 num_leaves=3 num_cat=0 split_feature=133 0 split_gain=2.01754 2.07614 threshold=-0.24395999999999998 -0.19767999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024656045880288503 -0.0084974017706517038 0.0025058022475125293 leaf_weight=1.5608527249050883 10.010272485189487 61.673801730621108 leaf_count=144 111 2018 internal_value=0 0.000967414 internal_weight=0 71.6841 internal_count=2273 2129 is_linear=0 shrinkage=0.0224292 Tree=8262 num_leaves=4 num_cat=0 split_feature=160 0 1 split_gain=1.82736 2.03278 1.34281 threshold=-0.10091999999999998 -0.19767999999999999 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041718743437523393 -0.00016934471619613653 5.4769396097140368e-05 7.9634592153020062e-05 leaf_weight=3.2072393570310842 8.9742932021472352 60.393740457126114 1.5534355197378316 leaf_count=260 94 1868 51 internal_value=0 2.57366e-05 -0.000255401 internal_weight=0 69.368 4.76067 internal_count=2273 1962 311 is_linear=0 shrinkage=0.000439788 Tree=8263 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=1.95812 2.10116 threshold=-0.24395999999999998 -0.10091999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047522456626549462 -0.00026112248773802442 3.8444583881195271e-05 leaf_weight=1.5682327928170696 4.8321732333497485 68.070517497917535 leaf_count=144 300 1829 internal_value=0 1.85254e-05 internal_weight=0 72.9027 internal_count=2273 2129 is_linear=0 shrinkage=0.000439788 Tree=8264 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=1.49944 2.52758 2.26549 threshold=0.012315000000000001 -1.0000000180025095e-35 0.088985000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013270398672890048 0.0014327058161975046 -0.016443759931820574 0.016364906086185588 leaf_weight=39.965769158209696 28.57940811440767 5.4094789933005805 6.2068635174255169 leaf_count=1509 520 130 87 internal_value=0 -0.00208335 0.00410455 internal_weight=0 45.3752 34.7863 internal_count=2246 1639 607 is_linear=0 shrinkage=0.0224292 Tree=8265 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=1.49971 1.62092 threshold=-1.0000000180025095e-35 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035303671518075808 -1.4425126400035902e-05 0.00023390615043132973 leaf_weight=2.4194966266622933 73.12317928193761 5.4444232459754849 leaf_count=73 2002 171 internal_value=0 2.83588e-06 internal_weight=0 78.5676 internal_count=2246 2173 is_linear=0 shrinkage=0.000439788 Tree=8266 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=1.51644 1.53315 threshold=-1.0000000180025095e-35 0.0055300000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035349219661590309 -5.5075028435946093e-05 6.8404354596099829e-05 leaf_weight=2.4129391059468608 42.902334051822436 35.54323595126607 leaf_count=73 1575 598 internal_value=0 8.75795e-07 internal_weight=0 78.4456 internal_count=2246 2173 is_linear=0 shrinkage=0.000439788 Tree=8267 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=1.48574 1.51458 threshold=-1.0000000180025095e-35 0.092660000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017964475749563603 -0.0008051809648035481 0.011461937210629759 leaf_weight=2.3828517013935189 72.295231481151859 5.4254352825337255 leaf_count=73 2002 171 internal_value=0 5.37522e-05 internal_weight=0 77.7207 internal_count=2246 2173 is_linear=0 shrinkage=0.0224292 Tree=8268 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=2.025 1.95892 threshold=-0.23083499999999998 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031155839479678486 0.00037645339470756157 1.0189913591131613e-05 leaf_weight=3.6127204184485882 2.9230325505268402 70.582068037107547 leaf_count=94 57 2152 internal_value=0 2.48489e-05 internal_weight=0 73.5051 internal_count=2303 2209 is_linear=0 shrinkage=0.000439788 Tree=8269 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=2.09912 1.92216 threshold=-0.23083499999999998 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016292062177286265 0.019146066068536416 0.00053660299075336396 leaf_weight=3.5696681073168284 2.8891413749515769 70.03696530345087 leaf_count=94 57 2152 internal_value=0 0.00127868 internal_weight=0 72.9261 internal_count=2303 2209 is_linear=0 shrinkage=0.0224292 Tree=8270 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=2.00468 1.8622 threshold=-0.23083499999999998 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015911763605678475 0.018946656807842771 0.00052457329292959136 leaf_weight=3.5734205381049824 2.8546583817660567 70.036619632127895 leaf_count=94 57 2152 internal_value=0 0.00125081 internal_weight=0 72.8913 internal_count=2303 2209 is_linear=0 shrinkage=0.0224292 Tree=8271 num_leaves=4 num_cat=0 split_feature=52 3 15 split_gain=1.98531 2.7187 2.1156 threshold=0.12539500000000003 0.11535000000000002 -0.006219999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021956220451511978 -0.019518027941954202 0.0091948018706795916 0.0056703377519027633 leaf_weight=35.269088844145699 5.2045936504832744 2.4173120050472789 33.543893317375478 leaf_count=1050 287 23 943 internal_value=0 -0.0104114 0.00163926 internal_weight=0 7.62191 68.813 internal_count=2303 310 1993 is_linear=0 shrinkage=0.0224292 Tree=8272 num_leaves=4 num_cat=0 split_feature=483 13 15 split_gain=2.28527 1.98867 0.688108 threshold=0.085050000000000014 -0.47365999999999991 -0.068324999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036668916294512594 -0.00016606737138758453 1.5179320569274147e-05 -0.00055387081864637251 leaf_weight=3.2384034934511865 2.2353909634512097 70.224710359997971 1.4735735401609407 leaf_count=46 137 1946 100 internal_value=0 3.07658e-05 -0.000322189 internal_weight=0 73.4631 3.70896 internal_count=2229 1992 237 is_linear=0 shrinkage=0.000439788 Tree=8273 num_leaves=4 num_cat=0 split_feature=483 49 15 split_gain=2.29672 1.92763 0.674616 threshold=0.085050000000000014 -0.44508499999999995 -0.068324999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021276301608235428 -0.0088184197233685622 0.00070739097594328594 -0.028529520141726675 leaf_weight=2.3506870977580538 2.1998427728176471 69.96546359912054 1.4593717167390412 leaf_count=11 137 1981 100 internal_value=0 0.00138144 -0.0167869 internal_weight=0 72.3162 3.65921 internal_count=2229 1992 237 is_linear=0 shrinkage=0.0224292 Tree=8274 num_leaves=4 num_cat=0 split_feature=483 13 15 split_gain=2.23185 1.99108 0.681671 threshold=0.085050000000000014 -0.47365999999999991 -0.068324999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036524043620321333 -0.00016630521089500356 1.2640642043419617e-05 -0.00055341323735878009 leaf_weight=3.2214317218313218 2.2358968210428434 70.22976172852168 1.4591633336112853 leaf_count=46 137 1946 100 internal_value=0 2.81959e-05 -0.000321231 internal_weight=0 73.4512 3.69506 internal_count=2229 1992 237 is_linear=0 shrinkage=0.000439788 Tree=8275 num_leaves=4 num_cat=0 split_feature=483 13 15 split_gain=2.28577 2.03923 0.65564 threshold=0.085050000000000014 -0.47365999999999991 -0.068324999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036784764052174635 -0.00017297277456292942 1.3152633002455025e-05 -0.00055234678979096299 leaf_weight=3.2628219086182062 2.2562055047819745 70.101535493191477 1.4560390380665911 leaf_count=46 137 1946 100 internal_value=0 2.9019e-05 -0.000323838 internal_weight=0 73.3644 3.71224 internal_count=2229 1992 237 is_linear=0 shrinkage=0.000439788 Tree=8276 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=2.86928 2.856 1.50924 threshold=0.077655000000000016 0.053330000000000009 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012683965178680236 0.00051297516536126194 7.1971015459560694e-05 0.00010582724063161888 leaf_weight=34.501593167335614 1.9256254458450737 23.465866222388286 18.884486894860856 leaf_count=1101 28 427 748 internal_value=0 -4.63617e-05 0.000143938 internal_weight=0 57.9675 20.8101 internal_count=2304 1528 776 is_linear=0 shrinkage=0.000439788 Tree=8277 num_leaves=4 num_cat=0 split_feature=52 12 49 split_gain=2.93971 2.18359 1.82334 threshold=0.077655000000000016 0.10340500000000001 -0.077819999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6184869753796085e-05 -0.00022430465833198171 0.00019300034800155141 0.00019279644530518898 leaf_weight=51.185663387348995 2.2598695410415557 6.5587462796866012 18.518942817340303 leaf_count=1366 29 162 747 internal_value=0 -4.55565e-05 0.000147269 internal_weight=0 57.7444 20.7788 internal_count=2304 1528 776 is_linear=0 shrinkage=0.000439788 Tree=8278 num_leaves=4 num_cat=0 split_feature=52 12 49 split_gain=2.9702 2.17945 1.80446 threshold=0.077655000000000016 0.10340500000000001 -0.077819999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.946169383526854e-05 -0.00022188653797936713 0.00019008845198101301 0.00019049441081011036 leaf_weight=51.169440694176956 2.2919411354232606 6.525017565698362 18.500204977087378 leaf_count=1366 29 162 747 internal_value=0 -4.89238e-05 0.000144875 internal_weight=0 57.6945 20.7921 internal_count=2304 1528 776 is_linear=0 shrinkage=0.000439788 Tree=8279 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=2.94771 2.94632 1.57225 threshold=0.077655000000000016 0.053330000000000009 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066412044872926294 0.026763793041353671 0.0037306384344945017 0.0054692505470835644 leaf_weight=33.925040745103161 1.9076669329660969 23.176177596375055 18.662127164141566 leaf_count=1101 28 427 748 internal_value=0 -0.00243165 0.00746712 internal_weight=0 57.1012 20.5698 internal_count=2304 1528 776 is_linear=0 shrinkage=0.0224292 Tree=8280 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=1.76678 2.42164 1.80742 threshold=-0.26194999999999996 -0.4877749999999999 -0.086769999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4059928777200804e-05 0.00026004559098064326 -0.000360137316549451 3.1223503724676556e-05 leaf_weight=10.214484238280418 7.5621675135653268 4.9537353688283465 56.015963369887686 leaf_count=199 166 108 1802 internal_value=0 -0.000108447 5.85102e-05 internal_weight=0 15.1682 63.5781 internal_count=2275 307 1968 is_linear=0 shrinkage=0.000439788 Tree=8281 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=1.83636 2.39179 1.83914 threshold=-0.26194999999999996 -0.4877749999999999 -0.086769999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052585293049514268 0.013404443045025229 -0.018519508981067599 0.0015883075401804641 leaf_weight=10.108633399922835 7.5055570266827081 4.917639844959921 55.592823638376558 leaf_count=199 166 108 1802 internal_value=0 -0.0057227 0.00299747 internal_weight=0 15.0263 63.0984 internal_count=2275 307 1968 is_linear=0 shrinkage=0.0224292 Tree=8282 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=1.6276 2.30291 1.77321 threshold=-0.26194999999999996 -0.4877749999999999 -0.086769999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4913649311196052e-05 0.0002558540052158698 -0.00035029537827384419 2.8641643888518366e-05 leaf_weight=10.186303552709431 7.5205966181056274 4.9481804013594219 55.940276333200018 leaf_count=199 166 108 1802 internal_value=0 -0.000104781 5.56369e-05 internal_weight=0 15.1345 63.4609 internal_count=2275 307 1968 is_linear=0 shrinkage=0.000439788 Tree=8283 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=1.75154 2.28336 1.7657 threshold=-0.26194999999999996 -0.4877749999999999 -0.086769999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051865220651240611 0.013146608370305488 -0.018087081852607989 0.0015502934071896775 leaf_weight=10.108856442580871 7.4781933263575402 4.9198845046703346 55.598095737874701 leaf_count=199 166 108 1802 internal_value=0 -0.00558743 0.00292869 internal_weight=0 15.0287 63.0763 internal_count=2275 307 1968 is_linear=0 shrinkage=0.0224292 Tree=8284 num_leaves=4 num_cat=0 split_feature=4 151 0 split_gain=2.40546 2.41732 1.96491 threshold=0.23993500000000004 -0.097514999999999991 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012926081605808227 0.0015479274369345408 -0.0033264966131630836 0.018929812989367998 leaf_weight=5.0024633246157455 8.2575125715520681 55.363781853949149 5.4036917159319264 leaf_count=100 140 1859 171 internal_value=0 -0.00197601 0.00844016 internal_weight=0 60.3662 13.6612 internal_count=2270 1959 311 is_linear=0 shrinkage=0.0224292 Tree=8285 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.25843 2.4435 1.94595 threshold=0.23993500000000004 -0.14173499999999997 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050493581384950231 2.7282845099461697e-05 -2.0057562188555343e-05 0.00036551909907584792 leaf_weight=2.0620085715163432 8.3606545765069296 59.061171418565209 5.408849211940832 leaf_count=110 140 1849 171 internal_value=0 -3.65676e-05 0.000160469 internal_weight=0 61.1232 13.7695 internal_count=2270 1959 311 is_linear=0 shrinkage=0.000439788 Tree=8286 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.41184 2.43769 1.89869 threshold=0.23993500000000004 -0.14173499999999997 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050802318159171109 3.4381344612606953e-05 -2.1397462439146789e-05 0.00036795006533357137 leaf_weight=2.0418530175738843 8.4043663949269085 58.763526782203371 5.4203141162470265 leaf_count=110 140 1849 171 internal_value=0 -3.78928e-05 0.000165492 internal_weight=0 60.8054 13.8247 internal_count=2270 1959 311 is_linear=0 shrinkage=0.000439788 Tree=8287 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.43806 2.39258 1.91835 threshold=0.23993500000000004 -0.14173499999999997 -0.11099999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050158447789499508 3.3054934495323333e-05 -2.2797221603720385e-05 0.0003681868988109263 leaf_weight=2.0711943644200792 8.3825623858429008 59.023800366852811 5.4378266997227902 leaf_count=110 140 1849 171 internal_value=0 -3.91803e-05 0.000165243 internal_weight=0 61.095 13.8204 internal_count=2270 1959 311 is_linear=0 shrinkage=0.000439788 Tree=8288 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=2.21135 1.79563 threshold=0.19762500000000002 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029098237622195897 -0.012661204154435574 -0.016802408693087526 leaf_weight=73.144654056473428 5.3132306729330585 2.3822008447095859 leaf_count=2013 115 182 internal_value=0 0.00228399 internal_weight=0 75.5269 internal_count=2310 2195 is_linear=0 shrinkage=0.0224292 Tree=8289 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.08378 1.88497 threshold=0.19762500000000002 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032826520572271046 -0.00023896991806368921 2.8194637060340368e-05 leaf_weight=4.2721347054903154 5.3255951546652787 71.837546300082067 leaf_count=55 115 2140 internal_value=0 4.51161e-05 internal_weight=0 76.1097 internal_count=2310 2195 is_linear=0 shrinkage=0.000439788 Tree=8290 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.06053 1.92021 threshold=0.19762500000000002 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033108453705401974 -0.00023722805546509836 2.8252961117291663e-05 leaf_weight=4.2731928253815559 5.3227820710962979 71.800729739038616 leaf_count=55 115 2140 internal_value=0 4.53423e-05 internal_weight=0 76.0739 internal_count=2310 2195 is_linear=0 shrinkage=0.000439788 Tree=8291 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.9463 1.94052 threshold=0.19762500000000002 -0.17632999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032827355689013922 -0.00023196973740346942 2.4390119943620657e-05 leaf_weight=4.2885888301898367 5.3682225421434842 72.046101460082809 leaf_count=55 115 2140 internal_value=0 4.15405e-05 internal_weight=0 76.3347 internal_count=2310 2195 is_linear=0 shrinkage=0.000439788 Tree=8292 num_leaves=4 num_cat=0 split_feature=42 42 403 split_gain=2.7035 2.15946 0.708519 threshold=-0.088599999999999984 -0.0044549999999999998 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081498930030169132 -0.017366674966829185 0.0010063492490016504 0.022100248989954309 leaf_weight=4.2253837060543438 3.3692709184169862 64.060039243678148 3.2647627507121797 leaf_count=222 352 1624 59 internal_value=0 8.364e-05 0.0142712 internal_weight=0 67.4293 7.49015 internal_count=2257 1976 281 is_linear=0 shrinkage=0.0224292 Tree=8293 num_leaves=4 num_cat=0 split_feature=42 42 403 split_gain=2.59395 2.08548 0.689355 threshold=-0.088599999999999984 -0.0044549999999999998 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079718511432285161 -0.017163340685564361 0.00098389115995333527 0.021759947781848803 leaf_weight=4.2233143529315376 3.3333564308586565 64.053160771150033 3.2420068429746607 leaf_count=222 352 1624 59 internal_value=0 8.1609e-05 0.0139999 internal_weight=0 67.3865 7.46532 internal_count=2257 1976 281 is_linear=0 shrinkage=0.0224292 Tree=8294 num_leaves=4 num_cat=0 split_feature=42 150 4 split_gain=2.6051 2.07392 0.737628 threshold=-0.088599999999999984 0.081245000000000026 0.04735000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014185719355529764 -4.2378689712017825e-05 0.00014124230124380144 0.00041870462110879102 leaf_weight=4.008305001701955 52.551377795609369 15.357651571994209 3.5060002110876667 leaf_count=232 1699 277 49 internal_value=0 -8.24706e-07 0.000271762 internal_weight=0 67.909 7.51431 internal_count=2257 1976 281 is_linear=0 shrinkage=0.000439788 Tree=8295 num_leaves=4 num_cat=0 split_feature=42 42 4 split_gain=2.41097 2.10138 0.749002 threshold=-0.088599999999999984 -0.0044549999999999998 0.04735000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013580133638610306 -0.00033402176666872405 2.1924644482138171e-05 0.00041448218597497585 leaf_weight=4.0233323762840874 3.3563293439356121 64.626866597200205 3.5048811177366588 leaf_count=232 352 1624 49 internal_value=0 4.26273e-06 0.000266266 internal_weight=0 67.9832 7.52821 internal_count=2257 1976 281 is_linear=0 shrinkage=0.000439788 Tree=8296 num_leaves=4 num_cat=0 split_feature=2 1 51 split_gain=1.84395 3.46589 3.15352 threshold=0.092510000000000023 0.104035 0.087605000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045729142217791272 -0.010915394781058666 0.003721422184081218 -0.01783498366650503 leaf_weight=41.940079145147592 17.458525813124652 15.217201492909224 3.398084593355633 leaf_count=1265 580 301 141 internal_value=0 -0.00410078 0.00288665 internal_weight=0 32.6757 45.3382 internal_count=2287 881 1406 is_linear=0 shrinkage=0.0224292 Tree=8297 num_leaves=4 num_cat=0 split_feature=457 3 15 split_gain=1.8386 2.57911 2.39102 threshold=0.069910000000000014 0.090900000000000009 0.095175000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0813232930289061e-06 -2.5883921750356014e-05 0.00037523980259108943 -0.00031532750105741302 leaf_weight=60.76033008874856 6.9488431775498594 5.5753531047957949 5.2348563939522128 leaf_count=1830 141 50 266 internal_value=0 0.000152982 -3.06954e-05 internal_weight=0 12.5242 65.9952 internal_count=2287 191 2096 is_linear=0 shrinkage=0.000439788 Tree=8298 num_leaves=4 num_cat=0 split_feature=457 3 15 split_gain=1.84866 2.55421 2.37469 threshold=0.069910000000000014 0.090900000000000009 0.095175000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029214789059316652 -0.0012562538130692158 0.019142590426037037 -0.016073517063323189 leaf_weight=60.313297727689132 6.8988573547649121 5.5678488368284889 5.1921593436127287 leaf_count=1830 141 50 266 internal_value=0 0.00786956 -0.00154735 internal_weight=0 12.4667 65.5055 internal_count=2287 191 2096 is_linear=0 shrinkage=0.0224292 Tree=8299 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=1.81043 1.87906 threshold=-0.23173999999999997 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022996007167285122 -0.020654160891172241 0.0010566799102086548 leaf_weight=1.6715825433930138 2.0420999403577289 74.174291048643681 leaf_count=82 35 2170 internal_value=0 0.000469945 internal_weight=0 76.2164 internal_count=2287 2205 is_linear=0 shrinkage=0.0224292 Tree=8300 num_leaves=4 num_cat=0 split_feature=1429 475 2 split_gain=1.3779 1.93865 0.982452 threshold=0.084545000000000009 -1.0000000180025095e-35 0.086905000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013469438760154334 0.023381540841279889 0.001331509291956214 0.0034856911869883176 leaf_weight=4.7343955275846374 2.2658151457289923 70.159746032463318 2.7704811227340542 leaf_count=208 28 1897 125 internal_value=0 0.00039268 0.0124913 internal_weight=0 74.8941 5.0363 internal_count=2258 2105 153 is_linear=0 shrinkage=0.0224292 Tree=8301 num_leaves=4 num_cat=0 split_feature=1429 475 2 split_gain=1.34589 1.81934 0.960062 threshold=0.084545000000000009 -1.0000000180025095e-35 0.086905000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025361047305910814 0.00045443864080279639 2.6327603520598748e-05 6.9513804116753215e-05 leaf_weight=4.7760564726304429 2.2595543780771541 70.624082779334003 2.8033738824960892 leaf_count=208 28 1897 125 internal_value=0 8.53583e-06 0.000242365 internal_weight=0 75.4001 5.06293 internal_count=2258 2105 153 is_linear=0 shrinkage=0.000439788 Tree=8302 num_leaves=4 num_cat=0 split_feature=1429 3 2 split_gain=1.32584 1.78318 0.96037 threshold=0.084545000000000009 0.086845000000000019 0.086905000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026199844286021365 0.023150857976596991 -0.004971337199301166 0.0034107513350813668 leaf_weight=52.843757086987807 2.2370726097869911 22.044321354453132 2.7698628602265671 leaf_count=1836 28 269 125 internal_value=0 0.000384678 0.012285 internal_weight=0 74.8881 5.00694 internal_count=2258 2105 153 is_linear=0 shrinkage=0.0224292 Tree=8303 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=1.27159 1.53203 threshold=0.12879500000000002 0.40426000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.567039283262782e-05 -0.0002032935219896449 0.00022682918955941057 leaf_weight=68.684036334334451 4.5290383275723789 7.3388866015084195 leaf_count=1997 67 194 internal_value=0 3.61065e-05 internal_weight=0 76.0229 internal_count=2258 2191 is_linear=0 shrinkage=0.000439788 Tree=8304 num_leaves=4 num_cat=0 split_feature=13 132 15 split_gain=1.82162 1.83506 1.21228 threshold=-0.094869999999999996 0.092880000000000004 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3955983407600597e-05 -3.6537829506873589e-05 0.00033260160990246655 0.00035238813069297616 leaf_weight=11.579469082269496 60.375365681434232 2.7030713578351415 4.0819898498957619 leaf_count=217 1864 121 64 internal_value=0 -2.06234e-05 0.000146867 internal_weight=0 63.0784 15.6615 internal_count=2266 1985 281 is_linear=0 shrinkage=0.000439788 Tree=8305 num_leaves=4 num_cat=0 split_feature=13 132 15 split_gain=1.79505 1.86877 1.23601 threshold=-0.094869999999999996 0.092880000000000004 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035662249688896783 -0.002008158649819531 0.017096821069318518 0.018002054311014971 leaf_weight=11.399052695291173 59.759410248804215 2.6726317814573113 4.0293290549016083 leaf_count=217 1864 121 64 internal_value=0 -0.00118532 0.00735393 internal_weight=0 62.432 15.4284 internal_count=2266 1985 281 is_linear=0 shrinkage=0.0224292 Tree=8306 num_leaves=4 num_cat=0 split_feature=13 132 15 split_gain=1.78972 1.76361 1.23227 threshold=-0.094869999999999996 0.092880000000000004 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6517531243293645e-05 -3.1568956201833154e-05 0.00033040476190433012 0.0003573517294917552 leaf_weight=11.572178477435953 60.460818549721807 2.7014224557060507 4.0786107725652974 leaf_count=217 1864 121 64 internal_value=0 -1.59923e-05 0.000150049 internal_weight=0 63.1622 15.6508 internal_count=2266 1985 281 is_linear=0 shrinkage=0.000439788 Tree=8307 num_leaves=4 num_cat=0 split_feature=13 16 16 split_gain=1.71876 1.79691 1.21738 threshold=-0.094869999999999996 -0.53180499999999986 -0.061854999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012391886082544604 -0.021760518905118677 -0.00044926473695932581 -0.00045229342522736394 leaf_weight=9.180975168328585 2.0391660729001151 60.38942546711678 6.2213440188352243 leaf_count=197 58 1927 84 internal_value=0 -0.00115181 0.00720969 internal_weight=0 62.4286 15.4023 internal_count=2266 1985 281 is_linear=0 shrinkage=0.0224292 Tree=8308 num_leaves=3 num_cat=0 split_feature=39 403 split_gain=2.05535 2.06051 threshold=0.11593500000000001 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029202279863766887 0.019040036132172772 0.010477551627764798 leaf_weight=66.484782091170018 2.4526830064714877 6.3052295982124624 leaf_count=1982 46 181 internal_value=0 -0.00175724 internal_weight=0 72.79 internal_count=2209 2163 is_linear=0 shrinkage=0.0224292 Tree=8309 num_leaves=3 num_cat=0 split_feature=39 403 split_gain=1.98142 1.96934 threshold=0.11593500000000001 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0028544219732273726 0.018796429351647201 0.010243920429265549 leaf_weight=66.492300650362267 2.4292597203457253 6.3048252162843701 leaf_count=1982 46 181 internal_value=0 -0.00171761 internal_weight=0 72.7971 internal_count=2209 2163 is_linear=0 shrinkage=0.0224292 Tree=8310 num_leaves=3 num_cat=0 split_feature=39 157 split_gain=1.96475 1.93486 threshold=0.11593500000000001 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041343962512804615 0.00037070774411737212 -1.6102659017540526e-05 leaf_weight=2.4331099945879933 2.4345041118504005 71.123280200397858 leaf_count=163 46 2000 internal_value=0 -2.93497e-05 internal_weight=0 73.5564 internal_count=2209 2163 is_linear=0 shrinkage=0.000439788 Tree=8311 num_leaves=4 num_cat=0 split_feature=39 403 40 split_gain=1.95524 2.3955 0.986007 threshold=0.085095000000000018 0.092660000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6115119764080394e-05 8.8211665204064506e-05 0.00022117562116689369 0.00042967725212059442 leaf_weight=62.21990936125485 5.3216382507816888 6.1514638682419891 2.3512555571505791 leaf_count=1798 196 177 38 internal_value=0 -4.02127e-05 0.000193656 internal_weight=0 68.3714 7.67289 internal_count=2209 1975 234 is_linear=0 shrinkage=0.000439788 Tree=8312 num_leaves=3 num_cat=0 split_feature=1447 157 split_gain=2.65574 1.58513 threshold=-1.0000000180025095e-35 -0.082234999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004226813393391579 -0.00026610285277448904 4.2822657042273634e-05 leaf_weight=2.5803592275478868 3.3406285597375236 73.390440225970451 leaf_count=224 183 1886 internal_value=0 2.93102e-05 internal_weight=0 76.7311 internal_count=2293 2069 is_linear=0 shrinkage=0.000439788 Tree=8313 num_leaves=3 num_cat=0 split_feature=1447 42 split_gain=2.52327 1.59364 threshold=-1.0000000180025095e-35 -0.15173499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021412453795059152 -0.018103456725044199 0.0018758503451361708 leaf_weight=2.5167917662929531 2.0456511358788694 73.738385797490082 leaf_count=224 63 2006 internal_value=0 0.00133212 internal_weight=0 75.784 internal_count=2293 2069 is_linear=0 shrinkage=0.0224292 Tree=8314 num_leaves=3 num_cat=0 split_feature=1447 16 split_gain=2.45817 1.62281 threshold=-1.0000000180025095e-35 -0.083134999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041575320038482054 0.00010046516396722709 -2.9337316989433905e-05 leaf_weight=2.5044016298770648 32.201355013974535 44.147893787153862 leaf_count=224 741 1328 internal_value=0 2.54201e-05 internal_weight=0 76.3492 internal_count=2293 2069 is_linear=0 shrinkage=0.000439788 Tree=8315 num_leaves=3 num_cat=0 split_feature=1447 157 split_gain=2.44098 1.58634 threshold=-1.0000000180025095e-35 -0.082234999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021213572925021545 -0.013890297364011707 0.0019942503421626133 leaf_weight=2.4832453119524862 3.2881266067106472 72.492911686798834 leaf_count=224 183 1886 internal_value=0 0.0013017 internal_weight=0 75.781 internal_count=2293 2069 is_linear=0 shrinkage=0.0224292 Tree=8316 num_leaves=4 num_cat=0 split_feature=3 10 16 split_gain=2.34141 2.21667 0.831093 threshold=-0.11372999999999998 -0.012544999999999999 -0.26194999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028242380893680336 0.00036562888849175744 -7.1076698099839636e-05 6.6283220306326447e-05 leaf_weight=5.1812455412946283 2.3236299253840107 55.801279686506859 10.220077162951382 leaf_count=65 66 1957 183 internal_value=0 -5.35044e-05 0.000139256 internal_weight=0 58.1249 15.4013 internal_count=2271 2023 248 is_linear=0 shrinkage=0.000439788 Tree=8317 num_leaves=4 num_cat=0 split_feature=3 10 16 split_gain=2.31808 2.24058 0.869411 threshold=-0.11372999999999998 -0.012544999999999999 -0.26194999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028548001523886319 0.0003703339192379048 -7.0241939663017597e-05 6.4340035612171168e-05 leaf_weight=5.1977579489721384 2.3069554554203924 55.707484699123597 10.134164873631105 leaf_count=65 66 1957 183 internal_value=0 -5.26063e-05 0.000139572 internal_weight=0 58.0144 15.3319 internal_count=2271 2023 248 is_linear=0 shrinkage=0.000439788 Tree=8318 num_leaves=4 num_cat=0 split_feature=3 10 16 split_gain=2.32813 2.2066 0.84146 threshold=-0.11372999999999998 -0.012544999999999999 -0.26194999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000281773294379454 0.00036460614419922061 -7.2862542106946418e-05 6.3687634901809595e-05 leaf_weight=5.1593512161707613 2.3045410631311816 55.548516995772843 10.135129615571257 leaf_count=65 66 1957 183 internal_value=0 -5.53217e-05 0.000137515 internal_weight=0 57.8531 15.2945 internal_count=2271 2023 248 is_linear=0 shrinkage=0.000439788 Tree=8319 num_leaves=4 num_cat=0 split_feature=3 10 15 split_gain=2.39501 2.20721 0.766812 threshold=-0.11372999999999998 -0.012544999999999999 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025969677106613576 0.00036650307280503946 -6.96555180131646e-05 6.0630561332934555e-05 leaf_weight=6.32504354996854 2.3186568305864048 56.169619802597481 9.1661029587557987 leaf_count=87 66 1957 161 internal_value=0 -5.22509e-05 0.000142129 internal_weight=0 58.4883 15.4911 internal_count=2271 2023 248 is_linear=0 shrinkage=0.000439788 Tree=8320 num_leaves=4 num_cat=0 split_feature=484 3 16 split_gain=2.40379 1.79411 1.11216 threshold=-0.0048499999999999993 -0.11276499999999999 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029803943125845012 0.0083835821314353007 -0.000953146373086323 -0.026466986543298793 leaf_weight=1.7306760951723843 12.482267699310794 60.245519394569783 2.4496748712244871 leaf_count=123 231 1709 256 internal_value=0 0.000651095 -0.0168012 internal_weight=0 72.7278 4.18035 internal_count=2319 1940 379 is_linear=0 shrinkage=0.0224292 Tree=8321 num_leaves=4 num_cat=0 split_feature=484 3 16 split_gain=2.46386 1.72779 1.07892 threshold=-0.0048499999999999993 -0.11276499999999999 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.7660816018079916e-05 0.00016133470317626183 -1.7706512775311225e-05 -0.00051597154735571018 leaf_weight=1.7837397276489353 12.56628648867172 60.711736530214239 2.4872350468449431 leaf_count=123 231 1709 256 internal_value=0 1.30309e-05 -0.000329872 internal_weight=0 73.278 4.27097 internal_count=2319 1940 379 is_linear=0 shrinkage=0.000439788 Tree=8322 num_leaves=4 num_cat=0 split_feature=484 3 16 split_gain=2.32421 1.71838 1.0992 threshold=-0.0048499999999999993 -0.11276499999999999 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002923595381007834 0.0082172465636089105 -0.00093079525055149014 -0.02635576053716222 leaf_weight=1.7315158923192937 12.447223959752135 60.255713511221074 2.4058442492423628 leaf_count=123 231 1709 256 internal_value=0 0.000637156 -0.0166077 internal_weight=0 72.7029 4.13736 internal_count=2319 1940 379 is_linear=0 shrinkage=0.0224292 Tree=8323 num_leaves=4 num_cat=0 split_feature=484 3 16 split_gain=2.24602 1.64691 1.08682 threshold=-0.0048499999999999993 -0.11276499999999999 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028590186234954676 0.0080564745211868273 -0.0009099071310496729 -0.026247656035460743 leaf_weight=1.7313454964023547 12.411652281063651 60.256867777711705 2.3621416378227869 leaf_count=123 231 1709 256 internal_value=0 0.000623248 -0.0164146 internal_weight=0 72.6685 4.09349 internal_count=2319 1940 379 is_linear=0 shrinkage=0.0224292 Tree=8324 num_leaves=4 num_cat=0 split_feature=52 403 1 split_gain=2.0339 1.72329 0.9326 threshold=-0.40083999999999992 0.092660000000000006 0.095805000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6447745245694981e-05 1.3574090614327506e-05 0.0002877230863709715 -0.00049668541860297343 leaf_weight=1.437021386529522 68.147183788485108 4.7245705498935413 2.0826993897353532 leaf_count=134 1864 153 92 internal_value=0 3.1419e-05 -0.000309991 internal_weight=0 72.8718 3.51972 internal_count=2243 2017 226 is_linear=0 shrinkage=0.000439788 Tree=8325 num_leaves=4 num_cat=0 split_feature=52 403 1 split_gain=2.03079 1.77972 0.968191 threshold=-0.40083999999999992 0.092660000000000006 0.093785000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8602304551596037e-05 1.5164708494667801e-05 0.00029341952091757443 -0.00049650075880221614 leaf_weight=1.4404328294003783 68.136613480040523 4.7372933253463989 2.0956185931572691 leaf_count=130 1864 153 96 internal_value=0 3.33253e-05 -0.000307077 internal_weight=0 72.8739 3.53605 internal_count=2243 2017 226 is_linear=0 shrinkage=0.000439788 Tree=8326 num_leaves=4 num_cat=0 split_feature=52 403 1 split_gain=1.85678 1.85076 0.932773 threshold=-0.40083999999999992 0.092660000000000006 0.096125000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015792149505990082 0.00044833219322919942 0.014981116250028273 -0.025215236792168246 leaf_weight=1.4395048375536128 67.008425757083842 4.699866629242023 2.0067288680002093 leaf_count=135 1864 153 91 internal_value=0 0.00140457 -0.0154055 internal_weight=0 71.7083 3.44623 internal_count=2243 2017 226 is_linear=0 shrinkage=0.0224292 Tree=8327 num_leaves=4 num_cat=0 split_feature=52 403 2 split_gain=1.8648 1.78371 0.915321 threshold=-0.40083999999999992 0.092660000000000006 0.10713500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049271672073720302 8.5209524441045163e-06 0.00028787766592393684 -3.5018627348849297e-05 leaf_weight=2.0171535428726197 67.757878276489009 4.7102900227218916 1.449982845540944 leaf_count=144 1864 153 82 internal_value=0 2.67496e-05 -0.000302544 internal_weight=0 72.4682 3.46714 internal_count=2243 2017 226 is_linear=0 shrinkage=0.000439788 Tree=8328 num_leaves=4 num_cat=0 split_feature=52 2 13 split_gain=1.90477 3.49287 1.71353 threshold=-0.24600999999999998 0.10669500000000001 -0.53696499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053624825693928888 -0.00041070453064821685 9.8522196992307344e-05 3.5427079120684632e-05 leaf_weight=3.3350445622181715 1.6841099247394584 3.3423583911717287 74.644112017196676 leaf_count=161 22 103 2041 internal_value=0 -0.00021914 2.54834e-05 internal_weight=0 6.6774 76.3282 internal_count=2327 264 2063 is_linear=0 shrinkage=0.000439788 Tree=8329 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=1.76513 3.72075 2.09844 threshold=-0.088204999999999992 0.10613000000000002 -0.081934999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013685205919401368 0.017088970784411239 0.0095776989204541165 0.00074863161291239448 leaf_weight=11.137252375213849 4.2049606939835931 4.997075372713879 61.806149407265366 leaf_count=351 59 155 1762 internal_value=0 -0.00647748 0.00179416 internal_weight=0 16.1343 66.0111 internal_count=2327 506 1821 is_linear=0 shrinkage=0.0224292 Tree=8330 num_leaves=4 num_cat=0 split_feature=52 3 14 split_gain=1.69602 2.14638 2.01533 threshold=-0.11251499999999999 0.12031000000000001 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026031780910350022 -0.00026633097475502085 0.0002345125331747479 4.5585340873029393e-05 leaf_weight=8.4512140645824712 4.239005899125913 2.1038031449425025 67.806982516197877 leaf_count=378 86 22 1841 internal_value=0 -0.000161444 2.71673e-05 internal_weight=0 10.555 72.046 internal_count=2327 400 1927 is_linear=0 shrinkage=0.000439788 Tree=8331 num_leaves=4 num_cat=0 split_feature=52 2 14 split_gain=1.71708 4.70723 1.889 threshold=-0.11251499999999999 0.10276500000000001 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045437211413258222 -0.00025714361252470282 0.00013132102645675654 4.4282637342323842e-05 leaf_weight=5.3147293584584059 4.2551464131320236 5.2694710286596091 67.954891238359778 leaf_count=235 86 165 1841 internal_value=0 -0.000163066 2.64571e-05 internal_weight=0 10.5842 72.21 internal_count=2327 400 1927 is_linear=0 shrinkage=0.000439788 Tree=8332 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.98674 2.62616 threshold=-0.34140499999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016966314127522728 -0.021336814266288345 0.0014531234655969967 leaf_weight=3.3637223259520388 2.6210945477068881 69.58448384309213 leaf_count=92 113 2068 internal_value=0 0.000620417 internal_weight=0 72.2056 internal_count=2273 2181 is_linear=0 shrinkage=0.0224292 Tree=8333 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.903 2.46721 threshold=-0.34140499999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032509690696999377 -0.00040424757561282243 2.8439316900044753e-05 leaf_weight=3.3569884816806725 2.6261557033867566 69.943498194799758 leaf_count=92 113 2068 internal_value=0 1.2679e-05 internal_weight=0 72.5697 internal_count=2273 2181 is_linear=0 shrinkage=0.000439788 Tree=8334 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.93216 2.4932 threshold=-0.34140499999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032675837830994269 -0.00040498542063820668 2.8967008682612293e-05 leaf_weight=3.3652656664507949 2.6384504332381757 70.274491314321949 leaf_count=92 113 2068 internal_value=0 1.3162e-05 internal_weight=0 72.9129 internal_count=2273 2181 is_linear=0 shrinkage=0.000439788 Tree=8335 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.90825 2.51758 threshold=-0.34140499999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016679255126609151 -0.020948653999031553 0.0014211369666970995 leaf_weight=3.3426939527089408 2.6073799100850001 69.596402631955698 leaf_count=92 113 2068 internal_value=0 0.000608008 internal_weight=0 72.2038 internal_count=2273 2181 is_linear=0 shrinkage=0.0224292 Tree=8336 num_leaves=4 num_cat=0 split_feature=159 133 2 split_gain=1.66972 1.93737 1.83923 threshold=0.091305000000000011 -0.25159999999999993 0.10910500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024226147305795198 -0.020702615208946368 0.0018986726310645126 0.0063421526688040158 leaf_weight=1.4386543215805421 3.6410041846233971 70.12751718560412 1.9219493155251255 leaf_count=132 179 1873 84 internal_value=0 0.00136718 -0.0113692 internal_weight=0 71.5662 5.56295 internal_count=2268 2005 263 is_linear=0 shrinkage=0.0224292 Tree=8337 num_leaves=3 num_cat=0 split_feature=133 159 split_gain=1.79508 1.83397 threshold=-0.37971999999999995 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047039168289319898 3.9203514493769112e-05 -0.0002243889874890045 leaf_weight=1.451150588256495 70.839012473736602 5.4826166552466011 leaf_count=128 1884 256 internal_value=0 2.02168e-05 internal_weight=0 76.3216 internal_count=2268 2140 is_linear=0 shrinkage=0.000439788 Tree=8338 num_leaves=4 num_cat=0 split_feature=159 1 133 split_gain=1.5489 2.75558 1.84652 threshold=0.091305000000000011 0.11230000000000001 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046255270444073 -0.00042976849670799323 0.00022148025602832707 3.5277103803321808e-05 leaf_weight=1.4518821746987658 3.7652610408922547 1.8668584328952418 70.948761075220773 leaf_count=132 169 94 1873 internal_value=0 -0.000213882 2.51746e-05 internal_weight=0 5.63212 72.4006 internal_count=2268 263 2005 is_linear=0 shrinkage=0.000439788 Tree=8339 num_leaves=4 num_cat=0 split_feature=159 1 133 split_gain=1.60729 2.70311 1.87561 threshold=0.091305000000000011 0.11230000000000001 -0.25159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046420737607989055 -0.00043058642699439655 0.00021572352294761262 3.7237319344353258e-05 leaf_weight=1.4536914545305979 3.7587442118970094 1.8574252073085515 70.812860959377304 leaf_count=132 169 94 1873 internal_value=0 -0.000216827 2.70305e-05 internal_weight=0 5.61617 72.2666 internal_count=2268 263 2005 is_linear=0 shrinkage=0.000439788 Tree=8340 num_leaves=4 num_cat=0 split_feature=403 0 2 split_gain=2.19109 1.76535 1.15936 threshold=-1.0000000180025095e-35 -0.020899999999999998 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02331486842357498 -0.00041611183510038765 0.0089905523391438889 -0.0018843970144608356 leaf_weight=2.8726654473593944 56.457892052530042 12.187130349011566 2.2707973312608374 leaf_count=405 1480 252 146 internal_value=0 0.00125597 -0.0138954 internal_weight=0 68.645 5.14346 internal_count=2283 1732 551 is_linear=0 shrinkage=0.0224292 Tree=8341 num_leaves=4 num_cat=0 split_feature=403 0 2 split_gain=2.11719 1.69323 1.14834 threshold=-1.0000000180025095e-35 -0.020899999999999998 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023267956674104053 -0.00040677639109031982 0.0088179686182034093 -0.0018428410860715451 leaf_weight=2.8145888913604713 56.458633222944172 12.14778121697236 2.270358518770081 leaf_count=405 1480 252 146 internal_value=0 0.0012286 -0.0137446 internal_weight=0 68.6064 5.08495 internal_count=2283 1732 551 is_linear=0 shrinkage=0.0224292 Tree=8342 num_leaves=4 num_cat=0 split_feature=403 48 2 split_gain=2.08509 1.67101 1.17119 threshold=-1.0000000180025095e-35 0.12933000000000003 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045548832532587045 3.9550490222297827e-05 -0.00026158610521403238 -3.3219797105546663e-05 leaf_weight=2.8266355341020235 65.836624688838128 3.7489735135213769 2.3006809216713009 leaf_count=405 1669 63 146 internal_value=0 2.32592e-05 -0.000266838 internal_weight=0 69.5856 5.12732 internal_count=2283 1732 551 is_linear=0 shrinkage=0.000439788 Tree=8343 num_leaves=4 num_cat=0 split_feature=403 0 2 split_gain=2.04498 1.62427 1.13763 threshold=-1.0000000180025095e-35 -0.020899999999999998 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023219923724933131 -0.00039842880592116697 0.0086469831908780811 -0.0017993342088465515 leaf_weight=2.7579606172030244 56.47524544013686 12.112805291391849 2.2705175273440545 leaf_count=405 1480 252 146 internal_value=0 0.00120097 -0.0135912 internal_weight=0 68.5881 5.02848 internal_count=2283 1732 551 is_linear=0 shrinkage=0.0224292 Tree=8344 num_leaves=4 num_cat=0 split_feature=0 47 47 split_gain=2.34862 2.66385 1.95168 threshold=-0.060199999999999997 0.082095000000000015 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3407981131087467e-05 9.5843815251954998e-05 -0.00021066412942822037 0.0004414631292816717 leaf_weight=47.494147020584023 16.314811192027268 10.554597756985457 3.9055624781176439 leaf_count=1609 360 248 40 internal_value=0 -1.10246e-05 0.000162954 internal_weight=0 58.0487 20.2204 internal_count=2257 1857 400 is_linear=0 shrinkage=0.000439788 Tree=8345 num_leaves=4 num_cat=0 split_feature=0 47 47 split_gain=2.29063 2.6499 1.91773 threshold=-0.060199999999999997 0.082095000000000015 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6496748400581509e-05 9.7227358545510782e-05 -0.00020626921860221931 0.00043870768396457696 leaf_weight=47.666733199906957 16.426730078892437 10.617075128004215 3.9312252121744669 leaf_count=1609 360 248 40 internal_value=0 -7.77896e-06 0.000163518 internal_weight=0 58.2838 20.358 internal_count=2257 1857 400 is_linear=0 shrinkage=0.000439788 Tree=8346 num_leaves=4 num_cat=0 split_feature=0 47 47 split_gain=2.27055 2.70279 1.97062 threshold=-0.060199999999999997 0.082095000000000015 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017193130581252378 0.0047269918737549684 -0.010864998387266954 0.022488286867301928 leaf_weight=47.103288774145767 16.188579642283006 10.479644767065109 3.8855738770216695 leaf_count=1609 360 248 40 internal_value=0 -0.000573775 0.00818299 internal_weight=0 57.5829 20.0742 internal_count=2257 1857 400 is_linear=0 shrinkage=0.0224292 Tree=8347 num_leaves=4 num_cat=0 split_feature=0 47 47 split_gain=2.38438 2.60902 1.96033 threshold=-0.060199999999999997 0.082095000000000015 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1123039280794825e-05 7.5886109399339805e-05 -0.00022969501343166033 0.00042580140020866261 leaf_weight=47.513820802585087 16.148670786038569 10.632598007567138 3.8160573838395058 leaf_count=1609 360 248 40 internal_value=0 -3.29736e-05 0.000143112 internal_weight=0 58.1464 19.9647 internal_count=2257 1857 400 is_linear=0 shrinkage=0.000439788 Tree=8348 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=1.69244 2.12684 1.71748 threshold=0.091495000000000007 -0.088084999999999983 -0.056339999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.718003648302789e-05 1.2903677686197317e-05 -0.00028846458110994092 -5.0790910353014529e-05 leaf_weight=33.166439574992182 10.044929322064947 8.2270850737213532 27.932365575747099 leaf_count=841 234 544 697 internal_value=0 -0.000122949 2.95378e-05 internal_weight=0 18.272 61.0988 internal_count=2316 778 1538 is_linear=0 shrinkage=0.000439788 Tree=8349 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=1.72034 2.55799 1.71706 threshold=0.091495000000000007 -0.0035949999999999997 -0.056339999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004891647991274499 -0.013776136470569647 0.0032064371825549784 -0.0026767292845676751 leaf_weight=32.946096422047049 10.301826963347596 7.849225187229421 27.778802182188883 leaf_count=841 485 293 697 internal_value=0 -0.00643655 0.00142972 internal_weight=0 18.1511 60.7249 internal_count=2316 778 1538 is_linear=0 shrinkage=0.0224292 Tree=8350 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.65043 2.12246 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4252792867074928e-06 0.00033509570166763279 -0.00027244113674056278 leaf_weight=72.32379056189302 2.6412195297598364 5.8098545673419713 leaf_count=2154 106 56 internal_value=0 -1.71491e-05 internal_weight=0 78.1336 internal_count=2316 2210 is_linear=0 shrinkage=0.000439788 Tree=8351 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=1.66945 2.42159 1.63694 threshold=0.091495000000000007 -0.0035949999999999997 -0.056339999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4221738086121943e-05 -0.00026304778465469786 6.0046585539434668e-05 -5.0252148531403451e-05 leaf_weight=33.155226072301957 10.354799719701079 7.8956894706197991 27.930020931857143 leaf_count=841 485 293 697 internal_value=0 -0.000123351 2.81688e-05 internal_weight=0 18.2505 61.0852 internal_count=2316 778 1538 is_linear=0 shrinkage=0.000439788 Tree=8352 num_leaves=3 num_cat=0 split_feature=1374 160 split_gain=1.89583 1.7354 threshold=0.087855000000000016 0.092280000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021254608685175279 -0.018077064742114762 0.010429957671940382 leaf_weight=63.470490056315157 2.5411634507472618 9.6127672930761019 leaf_count=2006 57 200 internal_value=0 0.00155883 internal_weight=0 73.0833 internal_count=2263 2206 is_linear=0 shrinkage=0.0224292 Tree=8353 num_leaves=3 num_cat=0 split_feature=1374 160 split_gain=1.80516 1.6818 threshold=0.087855000000000016 0.092280000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1310052779728484e-06 -0.00034508692431236442 0.00019985158031336192 leaf_weight=64.096849506413491 2.5642198529894804 9.6551286364792741 leaf_count=2006 57 200 internal_value=0 2.89294e-05 internal_weight=0 73.752 internal_count=2263 2206 is_linear=0 shrinkage=0.000439788 Tree=8354 num_leaves=3 num_cat=0 split_feature=1374 160 split_gain=1.81577 1.66442 threshold=0.087855000000000016 0.092280000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020677743041655459 -0.017720967692428299 0.010227583989057029 leaf_weight=63.482043972641804 2.5336818331998066 9.5803973315250897 leaf_count=2006 57 200 internal_value=0 0.0015231 internal_weight=0 73.0624 internal_count=2263 2206 is_linear=0 shrinkage=0.0224292 Tree=8355 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=1.74044 1.60359 threshold=0.087855000000000016 -0.11689999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0061897460939728983 -0.01737762842480484 0.0029271571510466428 leaf_weight=11.504486580914088 2.5262526653023079 61.525192455241722 leaf_count=356 57 1850 internal_value=0 0.00148971 internal_weight=0 73.0297 internal_count=2263 2206 is_linear=0 shrinkage=0.0224292 Tree=8356 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=2.79096 2.55407 1.60082 threshold=0.10384000000000002 0.092805000000000012 0.13252500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037280655178950576 0.0098148852561495258 0.010332071290175963 -0.0054539222876281148 leaf_weight=44.541991807888735 21.482943978986444 7.5907037269407729 4.1026625806698567 leaf_count=1600 462 155 50 internal_value=0 -0.00167783 0.00736428 internal_weight=0 52.1327 25.5856 internal_count=2267 1755 512 is_linear=0 shrinkage=0.0224292 Tree=8357 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=2.87074 2.40195 1.48756 threshold=0.10384000000000002 0.092805000000000012 0.13252500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4199906897262283e-05 0.00018903928738482682 0.00019229042572520199 -9.7259613986157813e-05 leaf_weight=44.980383680885097 21.834361191875363 7.6357824963938574 4.1694714210461816 leaf_count=1600 462 155 50 internal_value=0 -3.54705e-05 0.000143096 internal_weight=0 52.6162 26.0038 internal_count=2267 1755 512 is_linear=0 shrinkage=0.000439788 Tree=8358 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=2.67706 2.44184 1.53449 threshold=0.10384000000000002 0.092805000000000012 0.13252500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036468069453865371 0.0096286114931461667 0.01011340298816433 -0.0053223521230315006 leaf_weight=44.535230909720667 21.407934325310638 7.5747531412366689 4.104230305645614 leaf_count=1600 462 155 50 internal_value=0 -0.00164364 0.00722122 internal_weight=0 52.11 25.5122 internal_count=2267 1755 512 is_linear=0 shrinkage=0.0224292 Tree=8359 num_leaves=4 num_cat=0 split_feature=1 9 48 split_gain=2.4161 2.28997 1.5137 threshold=0.10384000000000002 0.084755000000000011 0.13252500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2645447318253811e-06 0.00018187961688247766 -0.00042809292452088089 -0.00010774292587509976 leaf_weight=49.963832945447848 21.558267690856159 2.6269233565544701 4.1506481056567273 leaf_count=1728 462 27 50 internal_value=0 -2.93828e-05 0.000135075 internal_weight=0 52.5908 25.7089 internal_count=2267 1755 512 is_linear=0 shrinkage=0.000439788 Tree=8360 num_leaves=4 num_cat=0 split_feature=4 16 1 split_gain=1.89839 3.43352 2.9615 threshold=0.053330000000000009 -0.07192999999999998 0.083670000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0048000921366705713 -0.0098527250592721979 -0.0074070713052177091 0.0085460716302856957 leaf_weight=19.590946551926208 5.4573946247910525 28.33306468226192 22.429606424939266 leaf_count=705 171 1060 363 internal_value=0 -0.00241696 0.00494121 internal_weight=0 47.924 27.887 internal_count=2299 1765 534 is_linear=0 shrinkage=0.0224292 Tree=8361 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=1.8714 1.97664 threshold=0.088035000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014043841241728569 -0.0195869602347012 0.0018143833652854594 leaf_weight=4.1744297393215666 2.2924284650871405 69.254947323703163 leaf_count=371 57 1871 internal_value=0 0.000909434 internal_weight=0 73.4294 internal_count=2299 2242 is_linear=0 shrinkage=0.0224292 Tree=8362 num_leaves=3 num_cat=0 split_feature=124 484 split_gain=1.83705 2.01071 threshold=0.10195500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015609364356328429 0.020197956153964164 0.00056626522720036143 leaf_weight=4.0749654950777758 2.2403343389159991 69.363282696945589 leaf_count=382 31 1886 internal_value=0 -0.000335117 internal_weight=0 73.4382 internal_count=2299 2268 is_linear=0 shrinkage=0.0224292 Tree=8363 num_leaves=4 num_cat=0 split_feature=4 16 2 split_gain=1.82213 3.28369 2.90039 threshold=0.053330000000000009 -0.07192999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046777506257950352 0.022331173085508613 -0.0072685432014651767 0.0018366423714227021 leaf_weight=19.574230556244402 4.0513430196515428 28.270215119234308 23.731453440926998 leaf_count=705 83 1060 451 internal_value=0 -0.00238113 0.00483848 internal_weight=0 47.8444 27.7828 internal_count=2299 1765 534 is_linear=0 shrinkage=0.0224292 Tree=8364 num_leaves=4 num_cat=0 split_feature=131 47 3 split_gain=2.32499 1.6168 1.22819 threshold=0.081165000000000001 0.12431000000000002 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2205327361302174e-05 -0.00041301658024846548 -0.00026459367813406163 5.2282045381972023e-05 leaf_weight=67.5243836816976 4.0754984153827536 4.0094571930385419 1.493433565556187 leaf_count=1881 297 57 64 internal_value=0 6.06399e-06 -0.000288484 internal_weight=0 71.5338 5.56893 internal_count=2299 1938 361 is_linear=0 shrinkage=0.000439788 Tree=8365 num_leaves=4 num_cat=0 split_feature=131 12 12 split_gain=2.52304 1.89999 1.74354 threshold=0.081165000000000001 0.081560000000000007 -0.094939999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034740695448716159 0.00011806027154755073 -0.0004538658345015922 1.9181654081917417e-05 leaf_weight=2.5847523917982462 1.5329445866263984 4.1183983028458897 69.130033160411585 leaf_count=84 66 295 1854 internal_value=0 -0.000298854 5.88008e-06 internal_weight=0 5.65134 71.7148 internal_count=2299 361 1938 is_linear=0 shrinkage=0.000439788 Tree=8366 num_leaves=4 num_cat=0 split_feature=131 12 12 split_gain=2.36895 1.93335 1.78538 threshold=0.081165000000000001 0.081560000000000007 -0.094939999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034963000752218781 0.00012679840900974178 -0.00045060019913568684 2.1793475505886876e-05 leaf_weight=2.5784449685743303 1.5463281289994473 3.9974720039172098 68.842628997034353 leaf_count=84 66 295 1854 internal_value=0 -0.000289664 8.29448e-06 internal_weight=0 5.5438 71.4211 internal_count=2299 361 1938 is_linear=0 shrinkage=0.000439788 Tree=8367 num_leaves=4 num_cat=0 split_feature=131 12 12 split_gain=2.30336 1.8986 1.78098 threshold=0.081165000000000001 0.081560000000000007 -0.094939999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018003185952892325 0.0063749258519648104 -0.022959976721965439 0.0010350544917828071 leaf_weight=2.5457054760954625 1.5333919619988581 3.9341972638430889 68.240512079272321 leaf_count=84 66 295 1854 internal_value=0 -0.0147394 0.000345707 internal_weight=0 5.46759 70.7862 internal_count=2299 361 1938 is_linear=0 shrinkage=0.0224292 Tree=8368 num_leaves=4 num_cat=0 split_feature=133 43 52 split_gain=2.60423 1.31728 1.22983 threshold=0.093995000000000009 0.064745000000000011 0.060975000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012701602237979138 -0.022247947632207127 0.0027484519765412136 0.0055505718574960705 leaf_weight=52.425854550215718 3.9890826037808429 1.4369353286529074 17.797649907029154 leaf_count=1278 346 34 617 internal_value=0 -0.0156419 0.000459545 internal_weight=0 5.42602 70.2235 internal_count=2275 380 1895 is_linear=0 shrinkage=0.0224292 Tree=8369 num_leaves=3 num_cat=0 split_feature=150 1348 split_gain=1.48719 1.46036 threshold=-0.22665999999999997 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030611047868061544 -3.6072980825710333e-05 0.00027687011975579862 leaf_weight=2.7305466809775671 70.661431705414088 2.9878534785930233 leaf_count=22 2200 53 internal_value=0 -2.33088e-05 internal_weight=0 73.6493 internal_count=2275 2253 is_linear=0 shrinkage=0.000439788 Tree=8370 num_leaves=4 num_cat=0 split_feature=133 150 3 split_gain=2.51116 1.33039 1.03166 threshold=0.093995000000000009 -0.22665999999999997 -0.045649999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015841108849477811 -0.023427787320607452 -0.00016772512224224283 -0.0033805412439919563 leaf_weight=2.6974264394957563 3.2207783599733375 67.537943076243664 2.1594712904334292 leaf_count=19 330 1876 50 internal_value=0 0.00045124 -0.0154218 internal_weight=0 70.2354 5.38025 internal_count=2275 1895 380 is_linear=0 shrinkage=0.0224292 Tree=8371 num_leaves=4 num_cat=0 split_feature=133 150 43 split_gain=2.42102 1.2808 1.23526 threshold=0.093995000000000009 -0.22665999999999997 0.06301000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015594984058686525 -0.021828819443572463 -0.00016396251482308558 0.0022824057659154187 leaf_weight=2.6790529139107084 3.8666833427523661 67.538637902341179 1.4698886827318345 leaf_count=19 345 1876 35 internal_value=0 0.000441372 -0.0152032 internal_weight=0 70.2177 5.33657 internal_count=2275 1895 380 is_linear=0 shrinkage=0.0224292 Tree=8372 num_leaves=3 num_cat=0 split_feature=3 130 split_gain=3.32088 2.06881 threshold=0.18307500000000002 -0.0015749999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014424315680060038 0.023312111768789966 0.00051685624300655249 leaf_weight=4.979962882183826 3.0517797044740282 69.144462836354251 leaf_count=215 113 1974 internal_value=0 -0.000490404 internal_weight=0 74.1244 internal_count=2302 2189 is_linear=0 shrinkage=0.0224292 Tree=8373 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=3.24409 1.9948 threshold=0.18307500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002453161418484183 0.023287405926979629 -0.019152451511839187 leaf_weight=71.354392777739122 2.9872428940070668 2.7514458534278665 leaf_count=2132 113 57 internal_value=0 -0.000479643 internal_weight=0 74.1058 internal_count=2302 2189 is_linear=0 shrinkage=0.0224292 Tree=8374 num_leaves=3 num_cat=0 split_feature=3 1447 split_gain=3.21049 2.03356 threshold=0.18307500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040212998961669484 0.00045652286333752848 5.7707829124203119e-06 leaf_weight=2.4248292519127963 2.9796131329603659 72.213117061633056 leaf_count=209 113 1980 internal_value=0 -7.58049e-06 internal_weight=0 74.6379 internal_count=2302 2189 is_linear=0 shrinkage=0.000439788 Tree=8375 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=3.20996 2.02241 threshold=0.18307500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4250565449057079e-06 0.00045617151659399811 -0.00037606542776592042 leaf_weight=72.043577472989455 2.9532586784989681 2.7880716756044412 leaf_count=2132 113 57 internal_value=0 -9.84352e-06 internal_weight=0 74.8316 internal_count=2302 2189 is_linear=0 shrinkage=0.000439788 Tree=8376 num_leaves=4 num_cat=0 split_feature=15 12 16 split_gain=2.45851 4.0601 2.09967 threshold=0.088235000000000022 0.086885000000000004 -0.09576999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015595023748871879 -0.00030676208844765786 0.00027400379075584859 2.0528072533088233e-05 leaf_weight=18.245219669225662 2.8438650120451703 12.490532704050564 45.56771078192196 leaf_count=465 95 414 1270 internal_value=0 0.000166049 -2.99617e-05 internal_weight=0 15.3344 63.8129 internal_count=2244 509 1735 is_linear=0 shrinkage=0.000439788 Tree=8377 num_leaves=4 num_cat=0 split_feature=15 12 16 split_gain=2.38197 4.06056 2.10256 threshold=0.088235000000000022 0.086885000000000004 -0.09576999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0079872664683380383 -0.015875768940274194 0.013869669896166045 0.0010465262007456097 leaf_weight=18.143468570368896 2.8199792557452374 12.383271705690275 45.243714452345557 leaf_count=465 95 414 1270 internal_value=0 0.00833934 -0.00154086 internal_weight=0 15.2033 63.3872 internal_count=2244 509 1735 is_linear=0 shrinkage=0.0224292 Tree=8378 num_leaves=4 num_cat=0 split_feature=43 43 0 split_gain=1.58414 1.93998 1.57177 threshold=0.095525000000000013 -0.082894999999999983 -0.040344999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7282764517023508e-05 1.7941354854449823e-05 -6.1207458519718842e-05 0.00039688650881268675 leaf_weight=21.362091816370594 4.75717838834953 49.547899150235935 3.7982055428001313 leaf_count=578 196 1441 29 internal_value=0 -1.34479e-05 0.000186685 internal_weight=0 70.91 8.55538 internal_count=2244 2019 225 is_linear=0 shrinkage=0.000439788 Tree=8379 num_leaves=4 num_cat=0 split_feature=15 403 0 split_gain=2.28153 3.51046 2.33777 threshold=0.083995000000000014 -1.0000000180025095e-35 -0.075574999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050712838309495533 -0.022595471592315338 0.010815749986692113 0.0040031482333081937 leaf_weight=38.258671480753947 1.7396418415983159 15.819496212447119 22.765242642677549 leaf_count=958 377 384 525 internal_value=0 0.00748464 -0.00168583 internal_weight=0 17.5591 61.0239 internal_count=2244 761 1483 is_linear=0 shrinkage=0.0224292 Tree=8380 num_leaves=4 num_cat=0 split_feature=15 15 147 split_gain=1.61539 2.21912 2.20716 threshold=0.088235000000000022 0.088575000000000015 0.090115000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0307099757453958e-05 0.00054734030741120392 6.9486573555625105e-05 0.00032293718780867874 leaf_weight=59.502192101965647 2.1908610598184159 12.631738115089773 3.402311443049256 leaf_count=1683 23 489 72 internal_value=0 0.000140729 -2.05683e-05 internal_weight=0 14.8226 62.9045 internal_count=2267 512 1755 is_linear=0 shrinkage=0.000439788 Tree=8381 num_leaves=3 num_cat=0 split_feature=13 15 split_gain=2.01513 2.06697 threshold=0.17982000000000001 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.530115450743237e-06 -0.00024432418220395486 0.00018367141111077774 leaf_weight=58.30838396459103 5.5832308380340683 13.615513602675035 leaf_count=1664 124 479 internal_value=0 2.95151e-05 internal_weight=0 71.9239 internal_count=2267 2143 is_linear=0 shrinkage=0.000439788 Tree=8382 num_leaves=3 num_cat=0 split_feature=13 15 split_gain=1.98822 2.04959 threshold=0.17982000000000001 0.083995000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00061501604769932325 -0.012472043725081754 0.0085318473090329593 leaf_weight=55.55562535747822 5.5747560328891259 15.817289215125127 leaf_count=1418 124 725 internal_value=0 0.0014138 internal_weight=0 71.3729 internal_count=2267 2143 is_linear=0 shrinkage=0.0224292 Tree=8383 num_leaves=3 num_cat=0 split_feature=12 3 split_gain=1.58682 1.95376 threshold=-0.094939999999999983 0.13999000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01585797571114872 2.6807387654002532e-05 0.014211059127246612 leaf_weight=2.8885169569548443 68.828529357113439 5.2393757416139115 leaf_count=96 2084 87 internal_value=0 0.00103357 internal_weight=0 74.0679 internal_count=2267 2171 is_linear=0 shrinkage=0.0224292 Tree=8384 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=3.64379 3.2406 1.81772 threshold=0.080930000000000016 0.27467500000000006 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7211601006901772e-05 2.9325447025082303e-05 0.00019835091181340581 0.00038150594142178246 leaf_weight=51.010919658684543 5.3542322527719062 8.3305441892553045 6.0124085200368427 leaf_count=1847 83 227 98 internal_value=0 -5.56691e-05 0.000215939 internal_weight=0 59.3415 11.3666 internal_count=2255 2074 181 is_linear=0 shrinkage=0.000439788 Tree=8385 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=3.59516 3.49248 1.90981 threshold=0.080930000000000016 0.27467500000000006 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6099062941288997e-05 2.4294718449090247e-05 0.00020782183061287995 0.00038400348440847042 leaf_weight=51.732538612221106 5.3754130218367191 8.4982701490662276 6.075657890720322 leaf_count=1847 83 227 98 internal_value=0 -5.31651e-05 0.000215469 internal_weight=0 60.2308 11.4511 internal_count=2255 2074 181 is_linear=0 shrinkage=0.000439788 Tree=8386 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=3.64408 3.24477 1.81516 threshold=0.080930000000000016 0.27467500000000006 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7258591184822324e-05 2.9530199036406487e-05 0.00019858884579016778 0.00038133268377059121 leaf_weight=50.983029019917922 5.360284378853974 8.3250443951837934 6.0142873217300803 leaf_count=1847 83 227 98 internal_value=0 -5.56801e-05 0.000215873 internal_weight=0 59.3081 11.3746 internal_count=2255 2074 181 is_linear=0 shrinkage=0.000439788 Tree=8387 num_leaves=4 num_cat=0 split_feature=457 4 1 split_gain=3.5778 3.21745 1.80163 threshold=0.080930000000000016 0.27467500000000006 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049639730640185552 0.0014396749751369921 0.010123776259044587 0.01938782271575341 leaf_weight=50.653047845306901 5.3250559720472648 8.2527552125720813 5.9542080572355189 leaf_count=1847 83 227 98 internal_value=0 -0.00284757 0.0109311 internal_weight=0 58.9058 11.2793 internal_count=2255 2074 181 is_linear=0 shrinkage=0.0224292 Tree=8388 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=2.22539 2.11243 0.314692 threshold=-0.39235499999999995 -0.0016099999999999997 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045332749893860371 9.0433772257171236e-05 -5.752022322501982e-05 0.0002268642347200169 leaf_weight=2.164537087752251 41.124695182299547 34.144002187338174 2.77933701758593 leaf_count=49 1435 610 108 internal_value=0 2.33201e-05 0.000327377 internal_weight=0 75.2687 4.94387 internal_count=2202 2045 157 is_linear=0 shrinkage=0.000439788 Tree=8389 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=2.1713 2.18633 0.30745 threshold=-0.39235499999999995 -0.0016099999999999997 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023095767891948896 0.0046876924329183394 -0.0030191304159778365 0.011562819732162213 leaf_weight=2.1087178073212272 40.794754876954357 33.880397429245022 2.7458769222139372 leaf_count=49 1435 610 108 internal_value=0 0.0011912 0.0166433 internal_weight=0 74.6752 4.85459 internal_count=2202 2045 157 is_linear=0 shrinkage=0.0224292 Tree=8390 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=2.16939 2.05602 0.310684 threshold=-0.39235499999999995 -0.0016099999999999997 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004526597524042968 8.8561406402821316e-05 -5.7587308277916909e-05 0.00022546240807600314 leaf_weight=2.0964405901249847 41.022709548465627 34.057367685901227 2.769730307518329 leaf_count=49 1435 610 108 internal_value=0 2.22685e-05 0.00032473 internal_weight=0 75.0801 4.86617 internal_count=2202 2045 157 is_linear=0 shrinkage=0.000439788 Tree=8391 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=2.10856 2.08717 0.312165 threshold=-0.39235499999999995 -0.0016099999999999997 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023071730709084616 0.004580360515948889 -0.0029491461145474264 0.011372205112608006 leaf_weight=2.0638362594763748 40.790087319635859 33.892180132365866 2.7299467829216146 leaf_count=49 1435 610 108 internal_value=0 0.00116345 0.0164807 internal_weight=0 74.6823 4.79378 internal_count=2202 2045 157 is_linear=0 shrinkage=0.0224292 Tree=8392 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=3.51476 2.5638 threshold=0.11926500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4466685650071155e-05 -0.00040965005753014575 0.00024104979289983053 leaf_weight=65.019138616061355 3.9467768895992767 8.5803403973113728 leaf_count=1986 80 234 internal_value=0 1.53766e-05 internal_weight=0 73.5995 internal_count=2300 2220 is_linear=0 shrinkage=0.000439788 Tree=8393 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=3.51339 2.66101 threshold=0.11926500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5578608763475558e-05 -0.00040977968813900442 0.00024426676351980818 leaf_weight=65.220736416261389 3.9535547091509207 8.6120599056048359 leaf_count=1986 80 234 internal_value=0 1.47858e-05 internal_weight=0 73.8328 internal_count=2300 2220 is_linear=0 shrinkage=0.000439788 Tree=8394 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=3.31186 2.65653 threshold=0.11926500000000002 0.28251000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7633468505654077e-05 -0.00039901225006153405 0.00024165439691909148 leaf_weight=65.58370875658693 3.9650922403234281 8.6312342736746341 leaf_count=1986 80 234 internal_value=0 1.25762e-05 internal_weight=0 74.2149 internal_count=2300 2220 is_linear=0 shrinkage=0.000439788 Tree=8395 num_leaves=3 num_cat=0 split_feature=47 2 split_gain=3.49909 1.82273 threshold=0.11926500000000002 0.11123500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010474877235783326 -0.020998990809653451 0.0077991472458144888 leaf_weight=58.49048012858384 3.9116004752868312 14.631122602775575 leaf_count=1837 80 383 internal_value=0 0.000724236 internal_weight=0 73.1216 internal_count=2300 2220 is_linear=0 shrinkage=0.0224292 Tree=8396 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=2.78472 3.72062 2.80888 threshold=-0.0016099999999999997 0.094405000000000003 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8329233833110777e-05 -0.00026414763848404765 3.1931702598200915e-05 0.00044862205518058853 leaf_weight=38.31689589015923 13.549123956204765 20.773684444982791 3.7013829827865257 leaf_count=1447 385 387 40 internal_value=0 -8.50292e-05 8.37787e-05 internal_weight=0 34.3228 42.0183 internal_count=2259 772 1487 is_linear=0 shrinkage=0.000439788 Tree=8397 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=2.71843 3.72777 2.82052 threshold=-0.0016099999999999997 0.094405000000000003 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7680526829039118e-05 -0.00026304951503395467 3.3544007156715544e-05 0.00044897283863697026 leaf_weight=38.250595519803937 13.532506720750005 20.730781588659738 3.6985168070132195 leaf_count=1447 385 387 40 internal_value=0 -8.36788e-05 8.32493e-05 internal_weight=0 34.2633 41.9491 internal_count=2259 772 1487 is_linear=0 shrinkage=0.000439788 Tree=8398 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=2.59901 3.76201 2.88576 threshold=-0.0016099999999999997 0.094405000000000003 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7629298694142534e-05 -0.00025992831370191138 3.7451217562677358e-05 0.00045258092589909048 leaf_weight=38.42838551820887 13.521422899397292 20.960069645632757 3.7160860858311926 leaf_count=1447 385 387 40 internal_value=0 -7.92412e-05 8.35246e-05 internal_weight=0 34.4815 42.1445 internal_count=2259 772 1487 is_linear=0 shrinkage=0.000439788 Tree=8399 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=2.79646 3.66711 2.80036 threshold=-0.0016099999999999997 0.094405000000000003 -0.0037299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024759334897004348 -0.013480348324221731 0.0015815458605036451 0.022911651648415687 leaf_weight=37.919617470571211 13.430768826975507 20.557983079033875 3.6844922836753531 leaf_count=1447 385 387 40 internal_value=0 -0.00437444 0.00429542 internal_weight=0 33.9888 41.6041 internal_count=2259 772 1487 is_linear=0 shrinkage=0.0224292 Tree=8400 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=3.61756 2.7793 2.69703 threshold=-0.0064449999999999985 0.085995000000000016 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003565334744824366 -0.00029913709689993035 -6.1973832013618955e-05 0.00010571347661544489 leaf_weight=7.8628173575234532 3.487517747184028 29.012377722864585 34.490219699519002 leaf_count=590 99 580 963 internal_value=0 -0.000124934 6.84042e-05 internal_weight=0 36.8752 37.9777 internal_count=2232 1170 1062 is_linear=0 shrinkage=0.000439788 Tree=8401 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=3.67003 2.91893 2.69505 threshold=-0.0064449999999999985 0.085995000000000016 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034698158488629793 -0.00027872262102916214 -4.1888426026469002e-05 0.00012642470219676518 leaf_weight=7.6283501435509597 3.4774914904555763 29.348837094532428 34.686872853387285 leaf_count=590 99 580 963 internal_value=0 -0.000104975 8.93873e-05 internal_weight=0 36.9772 38.1644 internal_count=2232 1170 1062 is_linear=0 shrinkage=0.000439788 Tree=8402 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=3.65919 2.78584 2.76714 threshold=-0.0064449999999999985 0.085995000000000016 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01767536260661726 -0.014697924435229987 -0.0023904544462975495 0.0063203593078563309 leaf_weight=7.5528820389645253 3.4513324253202873 28.9110619717394 34.327972248189326 leaf_count=590 99 580 963 internal_value=0 -0.00556405 0.00439378 internal_weight=0 36.4639 37.7793 internal_count=2232 1170 1062 is_linear=0 shrinkage=0.0224292 Tree=8403 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=3.36896 2.88213 2.77326 threshold=-0.0064449999999999985 -0.031974999999999996 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.375145154122762e-05 -0.00028893994641439839 -0.00041031153551594789 0.00012106176087670074 leaf_weight=31.823781679445801 3.4958367579674805 5.0678655896808769 34.682119724494441 leaf_count=1001 99 169 963 internal_value=0 -0.00010292 8.33935e-05 internal_weight=0 36.8916 38.178 internal_count=2232 1170 1062 is_linear=0 shrinkage=0.000439788 Tree=8404 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.67127 1.62043 threshold=0.087110000000000007 0.087355000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.8067936827854407e-05 -0.00035622857946641733 -0.00029453590858125587 leaf_weight=69.732152510083324 2.2807026086957185 2.9340680420259551 leaf_count=1892 184 219 internal_value=0 2.45644e-05 internal_weight=0 72.6662 internal_count=2295 2111 is_linear=0 shrinkage=0.000439788 Tree=8405 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.64059 1.58822 threshold=0.087110000000000007 0.087355000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018782550333532324 -0.018205542577211686 -0.015004450459852631 leaf_weight=69.23534261621262 2.2424194276500193 2.9024689685179501 leaf_count=1892 184 219 internal_value=0 0.00119519 internal_weight=0 72.1378 internal_count=2295 2111 is_linear=0 shrinkage=0.0224292 Tree=8406 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.60064 1.51426 threshold=0.087110000000000007 0.087355000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6211560539521242e-05 -0.00035187081044956629 -0.00028644817480142482 leaf_weight=69.746303093909773 2.2502364481697432 2.9124076582720582 leaf_count=1892 184 219 internal_value=0 2.32064e-05 internal_weight=0 72.6587 internal_count=2295 2111 is_linear=0 shrinkage=0.000439788 Tree=8407 num_leaves=3 num_cat=0 split_feature=401 158 split_gain=1.47359 1.5187 threshold=0.085410000000000014 0.087355000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018392528885214829 -0.016603464180192998 -0.014727490295361856 leaf_weight=69.047698898035378 2.4062618263451432 2.8816484413132448 leaf_count=1886 196 213 internal_value=0 0.00117182 internal_weight=0 71.9293 internal_count=2295 2099 is_linear=0 shrinkage=0.0224292 Tree=8408 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=1.97716 1.58972 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017553839883503241 -0.017869393628335541 -0.0014754819660813504 leaf_weight=2.2603266078622246 3.5989426932355846 71.032824988352786 leaf_count=70 56 2136 internal_value=0 -0.000884208 internal_weight=0 73.2932 internal_count=2262 2206 is_linear=0 shrinkage=0.0224292 Tree=8409 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=1.88719 1.55905 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034151098013358373 -0.00034178838825582174 -2.8504595577373857e-05 leaf_weight=2.2532126639016488 3.6145219530444583 71.679026564460401 leaf_count=70 56 2136 internal_value=0 -1.71425e-05 internal_weight=0 73.9322 internal_count=2262 2206 is_linear=0 shrinkage=0.000439788 Tree=8410 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=1.84478 1.56852 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034188478050246516 -0.00033866474287782471 -2.9010110905909129e-05 leaf_weight=2.2564196701823667 3.6124028941121642 71.538651793301597 leaf_count=70 56 2136 internal_value=0 -1.75838e-05 internal_weight=0 73.7951 internal_count=2262 2206 is_linear=0 shrinkage=0.000439788 Tree=8411 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=1.86391 1.56481 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034239691538200204 -0.00033877915294068544 -2.7467297222043967e-05 leaf_weight=2.2635123652544271 3.6128857851581406 71.960798472287479 leaf_count=70 56 2136 internal_value=0 -1.61029e-05 internal_weight=0 74.2243 internal_count=2262 2206 is_linear=0 shrinkage=0.000439788 Tree=8412 num_leaves=4 num_cat=0 split_feature=50 47 12 split_gain=1.66764 2.65744 2.63356 threshold=0.079410000000000008 0.13148500000000005 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.306571536028208e-05 0.00031946532660122003 -0.00039477322466456284 -0.00033281404460326787 leaf_weight=66.623716364600114 1.517757242589141 2.6462935276940689 5.4310572849444716 leaf_count=1803 28 31 407 internal_value=0 3.5853e-05 -0.000189858 internal_weight=0 69.27 6.94881 internal_count=2269 1834 435 is_linear=0 shrinkage=0.000439788 Tree=8413 num_leaves=4 num_cat=0 split_feature=50 47 12 split_gain=1.69687 2.64482 2.64005 threshold=0.079410000000000008 0.13148500000000005 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2961362032833674e-05 0.00031760819026883068 -0.00039116822872258114 -0.00033340242472231494 leaf_weight=66.90886394574818 1.5265927257132714 2.6789472760428898 5.4782121765229013 leaf_count=1803 28 31 407 internal_value=0 3.57609e-05 -0.000191047 internal_weight=0 69.5878 7.0048 internal_count=2269 1834 435 is_linear=0 shrinkage=0.000439788 Tree=8414 num_leaves=4 num_cat=0 split_feature=50 47 12 split_gain=1.69533 2.63846 2.6319 threshold=0.079410000000000008 0.13148500000000005 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5485881006484706e-05 0.00031779816668040304 -0.00039017264381797071 -0.00033163869849114972 leaf_weight=66.939481090995741 1.5322584846871903 2.6530071574234162 5.4499926228163522 leaf_count=1803 28 31 407 internal_value=0 3.83941e-05 -0.000188641 internal_weight=0 69.5925 6.98225 internal_count=2269 1834 435 is_linear=0 shrinkage=0.000439788 Tree=8415 num_leaves=3 num_cat=0 split_feature=13 159 split_gain=1.58037 1.82124 threshold=-0.47365999999999991 0.10908500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030181232862512965 1.4735060116008671e-05 -0.00037120124390200714 leaf_weight=3.5426716752081111 70.53393767917396 2.4278939120667919 leaf_count=55 2098 116 internal_value=0 1.79881e-06 internal_weight=0 72.9618 internal_count=2269 2214 is_linear=0 shrinkage=0.000439788 Tree=8416 num_leaves=4 num_cat=0 split_feature=1 15 16 split_gain=2.42777 3.75384 1.78866 threshold=0.077765000000000015 0.088235000000000022 -0.27681999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024666153035778277 -0.00012835339343723396 0.00012213410245929152 8.7610825636205898e-05 leaf_weight=15.526805437451914 8.9616911580123979 8.1153784381021961 42.623219865258761 leaf_count=860 217 300 851 internal_value=0 -0.000120073 5.00584e-05 internal_weight=0 23.6422 51.5849 internal_count=2228 1160 1068 is_linear=0 shrinkage=0.000439788 Tree=8417 num_leaves=4 num_cat=0 split_feature=1 15 16 split_gain=2.36436 3.75485 1.82236 threshold=0.077765000000000015 0.088235000000000022 -0.27681999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012665734718373746 -0.0068092475139960827 0.0062107250630012191 0.004374944185726615 leaf_weight=15.369970244579692 8.8498169586600834 8.0728021681229603 42.226289659871327 leaf_count=860 217 300 851 internal_value=0 -0.00616563 0.00243527 internal_weight=0 23.4428 51.0761 internal_count=2228 1160 1068 is_linear=0 shrinkage=0.0224292 Tree=8418 num_leaves=4 num_cat=0 split_feature=1 15 147 split_gain=2.263 3.59931 1.75504 threshold=0.077765000000000015 0.088235000000000022 0.089025000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012419009872656065 0.0011583538269031681 0.0060716062243574356 0.016522672939377842 leaf_weight=15.324635888470768 47.028665296089912 8.0729941333520383 4.044594592323846 leaf_count=860 996 300 72 internal_value=0 -0.00603936 0.0023808 internal_weight=0 23.3976 51.0733 internal_count=2228 1160 1068 is_linear=0 shrinkage=0.0224292 Tree=8419 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=2.22972 2.25472 threshold=0.092360000000000012 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014765608843541917 0.00021592789864267173 2.4531754416485594e-05 leaf_weight=21.662893937159879 7.8937283270788603 45.720691973791872 leaf_count=1130 98 1000 internal_value=0 -3.08504e-05 internal_weight=0 67.3836 internal_count=2228 2130 is_linear=0 shrinkage=0.000439788 Tree=8420 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=2.60835 2.29893 threshold=-0.47365999999999991 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003966048430887691 -0.00044457669254921678 3.8526050610256949e-05 leaf_weight=3.8392822527930539 1.9388852574024884 70.698188170652429 leaf_count=68 178 2015 internal_value=0 2.55173e-05 internal_weight=0 72.6371 internal_count=2261 2193 is_linear=0 shrinkage=0.000439788 Tree=8421 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=2.60384 2.29016 threshold=-0.47365999999999991 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020228147904355492 -0.022759974384049361 0.0019361853084579976 leaf_weight=3.8204612735135006 1.9223164907443777 70.045655982750304 leaf_count=68 178 2015 internal_value=0 0.00127067 internal_weight=0 71.968 internal_count=2261 2193 is_linear=0 shrinkage=0.0224292 Tree=8422 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=2.62246 2.34104 threshold=-0.47365999999999991 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039506560763465093 -0.00044602612092712397 3.7381783636545309e-05 leaf_weight=3.8653393434942691 1.9728204559005451 71.138055444201655 leaf_count=68 178 2015 internal_value=0 2.42245e-05 internal_weight=0 73.1109 internal_count=2261 2193 is_linear=0 shrinkage=0.000439788 Tree=8423 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=2.61102 2.2397 threshold=-0.47365999999999991 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003959045629271008 -0.00044311957299191982 3.7364030427719701e-05 leaf_weight=3.8392404221813186 1.9084787595502337 70.707940296048491 leaf_count=68 178 2015 internal_value=0 2.4623e-05 internal_weight=0 72.6164 internal_count=2261 2193 is_linear=0 shrinkage=0.000439788 Tree=8424 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=2.08747 1.98881 0.737614 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057127786064966445 0.015629803238048794 -0.00058102797330935186 -0.025059931545423308 leaf_weight=1.8399217486548876 4.0248464799260537 65.032908711657001 2.1673590310128921 leaf_count=118 152 1738 248 internal_value=0 0.000367835 -0.016246 internal_weight=0 69.0578 4.00728 internal_count=2256 1890 366 is_linear=0 shrinkage=0.0224292 Tree=8425 num_leaves=4 num_cat=0 split_feature=484 15 151 split_gain=2.13478 1.9086 0.740201 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.0083949999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6821046424208529e-05 0.0003009158015437518 -1.0766966380292358e-05 -0.00045779278150362987 leaf_weight=1.4612960928407117 4.014877879046252 65.482589781119259 2.626537280078991 leaf_count=91 152 1738 275 internal_value=0 7.31668e-06 -0.000318991 internal_weight=0 69.4975 4.08783 internal_count=2256 1890 366 is_linear=0 shrinkage=0.000439788 Tree=8426 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=2.0183 1.91955 0.733721 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0055912603719536474 0.015437260025722691 -0.00056737440714288185 -0.024967581130617079 leaf_weight=1.8394572015877204 3.9827458874460708 65.042562455824282 2.1278735697978837 leaf_count=118 152 1738 248 internal_value=0 0.000360103 -0.0160535 internal_weight=0 69.0253 3.96733 internal_count=2256 1890 366 is_linear=0 shrinkage=0.0224292 Tree=8427 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=1.95036 1.85382 0.729527 threshold=-1.0000000180025095e-35 -0.24297999999999997 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054703736059825182 0.015249521658250262 -0.00055464448073475525 -0.024875836422370391 leaf_weight=1.8383713945113416 3.9420465913972285 65.043477974694724 2.0883354808993309 leaf_count=118 152 1738 248 internal_value=0 0.000352423 -0.0158612 internal_weight=0 68.9855 3.92671 internal_count=2256 1890 366 is_linear=0 shrinkage=0.0224292 Tree=8428 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.49038 2.56271 threshold=-0.27337499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014905694268957215 0.024272671469254204 0.0015827967865292092 leaf_weight=4.407851422278326 2.5861632598644055 64.670945393632792 leaf_count=108 48 2097 internal_value=0 0.00246191 internal_weight=0 67.2571 internal_count=2253 2145 is_linear=0 shrinkage=0.0224292 Tree=8429 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=2.3894 2.48102 threshold=-0.27337499999999998 -0.17632999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014640459371214939 0.023985922593542739 0.0015474989982123195 leaf_weight=4.3876282080454976 2.5589195031825502 64.662981701151239 leaf_count=108 48 2097 internal_value=0 0.00240822 internal_weight=0 67.2219 internal_count=2253 2145 is_linear=0 shrinkage=0.0224292 Tree=8430 num_leaves=4 num_cat=0 split_feature=15 1 3 split_gain=2.31617 3.81295 2.01459 threshold=-0.0070549999999999996 0.083135000000000014 0.10561500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036466287915918466 5.0683786487725643e-05 1.2435108657762879e-05 0.00030494563648916079 leaf_weight=6.2413263790122064 28.163746205610096 30.214077960961731 7.6529436664568484 leaf_count=563 1023 608 59 internal_value=0 -5.22828e-05 0.000105145 internal_weight=0 36.4554 35.8167 internal_count=2253 1171 1082 is_linear=0 shrinkage=0.000439788 Tree=8431 num_leaves=4 num_cat=0 split_feature=15 1 151 split_gain=2.32637 3.78925 1.93212 threshold=-0.0070549999999999996 0.083135000000000014 -0.039414999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018674456584169181 0.022701918420753621 0.00062123310994693828 0.0038163039043661172 leaf_weight=6.1605036767932679 2.9564121281873659 29.849909440370539 32.600254976569431 leaf_count=563 53 608 1029 internal_value=0 -0.00268793 0.00539792 internal_weight=0 36.0104 35.5567 internal_count=2253 1171 1082 is_linear=0 shrinkage=0.0224292 Tree=8432 num_leaves=4 num_cat=0 split_feature=15 49 49 split_gain=1.2142 2.61679 2.58629 threshold=0.09167500000000002 -0.058769999999999996 -0.12807999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032980354055686206 4.0567108617311556e-05 -0.00049571684814622079 5.3608848823333113e-05 leaf_weight=3.5683753195917225 4.9345252392813563 2.7140063562028436 66.131290339108546 leaf_count=61 40 318 1856 internal_value=0 -0.000150488 3.38946e-05 internal_weight=0 7.64853 69.6997 internal_count=2275 358 1917 is_linear=0 shrinkage=0.000439788 Tree=8433 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.79321 1.78513 threshold=-0.5138299999999999 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023283435675152921 0.017101236346183841 0.00038603043363744343 leaf_weight=1.5245219431972135 3.3469970367295891 71.257594652551234 leaf_count=164 75 2036 internal_value=0 0.00114011 internal_weight=0 74.6046 internal_count=2275 2111 is_linear=0 shrinkage=0.0224292 Tree=8434 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.79874 1.67268 threshold=-0.5138299999999999 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004562965909573613 0.00032643159030289925 1.0358852676376016e-05 leaf_weight=1.5162131148244942 3.3715104638467883 72.169053286155304 leaf_count=164 75 2036 internal_value=0 2.45447e-05 internal_weight=0 75.5406 internal_count=2275 2111 is_linear=0 shrinkage=0.000439788 Tree=8435 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.82711 1.60983 threshold=-0.5138299999999999 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045645206175511799 0.00032101742808729618 1.1089425731697705e-05 leaf_weight=1.5369775024537364 3.3744910361856446 72.372655833064073 leaf_count=164 75 2036 internal_value=0 2.4974e-05 internal_weight=0 75.7471 internal_count=2275 2111 is_linear=0 shrinkage=0.000439788 Tree=8436 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=2.10243 1.73601 threshold=-0.098834999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036623418708388219 3.4298502344008834e-05 -0.00025119055999291005 leaf_weight=3.4808947477722532 69.526637840936928 4.3600461985602115 leaf_count=51 1957 245 internal_value=0 1.73913e-05 internal_weight=0 73.8867 internal_count=2253 2202 is_linear=0 shrinkage=0.000439788 Tree=8437 num_leaves=3 num_cat=0 split_feature=457 160 split_gain=2.10927 1.91705 threshold=-0.098834999999999992 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01873036241072349 -0.022499041202759005 0.0013999845880933149 leaf_weight=3.4519608954433343 1.710255420553948 71.511232395520892 leaf_count=51 176 2026 internal_value=0 0.000836049 internal_weight=0 73.2215 internal_count=2253 2202 is_linear=0 shrinkage=0.0224292 Tree=8438 num_leaves=3 num_cat=0 split_feature=457 160 split_gain=2.03211 1.86171 threshold=-0.098834999999999992 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0184385285248506 -0.02237665604896533 0.0013687279083999864 leaf_weight=3.4285161474253973 1.6814698197977112 71.504229674762428 leaf_count=51 176 2026 internal_value=0 0.000817475 internal_weight=0 73.1857 internal_count=2253 2202 is_linear=0 shrinkage=0.0224292 Tree=8439 num_leaves=3 num_cat=0 split_feature=160 457 split_gain=1.92681 1.76415 threshold=-0.25833999999999996 -0.098834999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043208548790484155 0.00035064610764180419 2.8955071982193243e-05 leaf_weight=1.6644181930091679 3.4358203689334905 72.381889717188642 leaf_count=178 49 2026 internal_value=0 4.36177e-05 internal_weight=0 75.8177 internal_count=2253 2075 is_linear=0 shrinkage=0.000439788 Tree=8440 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.49678 1.40059 threshold=-0.098834999999999992 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016562175903909602 -0.012157744374596701 0.0012760962626237771 leaf_weight=3.0286277912091455 4.1175883043333661 69.475236939726074 leaf_count=42 348 1876 internal_value=0 0.000521502 internal_weight=0 73.5928 internal_count=2266 2224 is_linear=0 shrinkage=0.0224292 Tree=8441 num_leaves=3 num_cat=0 split_feature=457 13 split_gain=1.44039 1.35163 threshold=-0.098834999999999992 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016290407582019113 -0.020295143760524534 0.00095374578892607712 leaf_weight=3.010614722617901 1.5190241762902577 72.052091822393777 leaf_count=42 23 2201 internal_value=0 0.000509868 internal_weight=0 73.5711 internal_count=2266 2224 is_linear=0 shrinkage=0.0224292 Tree=8442 num_leaves=3 num_cat=0 split_feature=11 12 split_gain=1.42266 1.38764 threshold=0.081790000000000015 0.10684000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026433580936584926 -0.009896606506752146 -0.012339365530092298 leaf_weight=67.86697006454051 5.467158686136826 3.2402961223933735 leaf_count=1954 130 182 internal_value=0 0.00195748 internal_weight=0 71.1073 internal_count=2266 2136 is_linear=0 shrinkage=0.0224292 Tree=8443 num_leaves=4 num_cat=0 split_feature=3 0 2 split_gain=1.44823 2.94287 2.71073 threshold=-0.078904999999999989 -0.082164999999999988 0.10613000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020664481435856913 0.00014132519873176491 6.9965977684590782e-05 -8.7592083194021792e-05 leaf_weight=13.288456839578432 32.717534692751542 16.853573101539041 14.393328711772481 leaf_count=735 620 546 365 internal_value=0 -5.20346e-05 7.13791e-05 internal_weight=0 30.142 47.1109 internal_count=2266 1281 985 is_linear=0 shrinkage=0.000439788 Tree=8444 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=2.03296 1.91868 threshold=-0.49367499999999992 0.076195000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032722823050714478 3.2815755612160566e-05 -0.00028913450741667359 leaf_weight=3.4754473729699376 69.145243188737822 3.756650487866863 leaf_count=123 2053 105 internal_value=0 1.61542e-05 internal_weight=0 72.9019 internal_count=2281 2158 is_linear=0 shrinkage=0.000439788 Tree=8445 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=2.0073 1.80431 threshold=-0.49367499999999992 0.076195000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032774446387089058 2.9134592586226213e-05 -0.00028380001962567122 leaf_weight=3.4852436517103333 69.135147438487365 3.738171604982198 leaf_count=123 2053 105 internal_value=0 1.30119e-05 internal_weight=0 72.8733 internal_count=2281 2158 is_linear=0 shrinkage=0.000439788 Tree=8446 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=2.03155 1.82927 threshold=-0.49367499999999992 0.076195000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016877137057444053 0.0015012822693429842 -0.014641207196578819 leaf_weight=3.4600216230173819 68.537912232877261 3.7042896885195651 leaf_count=123 2053 105 internal_value=0 0.000669911 internal_weight=0 72.2422 internal_count=2281 2158 is_linear=0 shrinkage=0.0224292 Tree=8447 num_leaves=3 num_cat=0 split_feature=4 41 split_gain=1.94874 1.75067 threshold=-0.49367499999999992 0.076195000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016559991091136834 0.0014677402865700729 -0.014334502782507974 leaf_weight=3.4477008056419427 68.532310643375695 3.6991536289460774 leaf_count=123 2053 105 internal_value=0 0.000654894 internal_weight=0 72.2315 internal_count=2281 2158 is_linear=0 shrinkage=0.0224292 Tree=8448 num_leaves=3 num_cat=0 split_feature=133 52 split_gain=2.11826 1.82654 threshold=-0.24395999999999998 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050165628989312064 -0.00045652058555348458 2.5121186433049038e-05 leaf_weight=1.5519716038502327 1.5378159569627303 69.719504381693241 leaf_count=135 152 1947 internal_value=0 1.46073e-05 internal_weight=0 71.2573 internal_count=2234 2099 is_linear=0 shrinkage=0.000439788 Tree=8449 num_leaves=3 num_cat=0 split_feature=133 1456 split_gain=2.10394 1.7738 threshold=-0.24395999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025635525901654677 -0.018285076221877933 0.0013834025569506221 leaf_weight=1.5380179504722935 2.3680220990922853 68.473060455862651 leaf_count=135 214 1885 internal_value=0 0.00072119 internal_weight=0 70.8411 internal_count=2234 2099 is_linear=0 shrinkage=0.0224292 Tree=8450 num_leaves=3 num_cat=0 split_feature=133 52 split_gain=2.03692 1.80771 threshold=-0.24395999999999998 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025388707530776336 -0.023283497490405737 0.0012400728453082896 leaf_weight=1.5185449957211847 1.5267903011617807 69.282196542025758 leaf_count=135 152 1947 internal_value=0 0.00070516 internal_weight=0 70.809 internal_count=2234 2099 is_linear=0 shrinkage=0.0224292 Tree=8451 num_leaves=3 num_cat=0 split_feature=133 52 split_gain=1.97156 1.76282 threshold=-0.24395999999999998 -0.5138299999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025137850860804195 -0.023253244241140676 0.0012123736444362627 leaf_weight=1.4997040575940435 1.4948718339237519 69.276149036918923 leaf_count=135 152 1947 internal_value=0 0.000689463 internal_weight=0 70.771 internal_count=2234 2099 is_linear=0 shrinkage=0.0224292 Tree=8452 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=1.84718 1.50185 threshold=-0.53696499999999991 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025237758991650112 -0.0020074674775393568 0.0065503026969681239 leaf_weight=1.5371185566764314 60.16897446077428 12.431625413399159 leaf_count=20 1999 262 internal_value=0 -0.000540757 internal_weight=0 72.6006 internal_count=2281 2261 is_linear=0 shrinkage=0.0224292 Tree=8453 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.70302 1.60143 threshold=-0.5149999999999999 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022816791829385685 0.015348577693096671 -0.0012066525561932168 leaf_weight=1.7438570130070719 3.0504882373279534 69.325872744764183 leaf_count=36 73 2172 internal_value=0 -0.000505026 internal_weight=0 72.3764 internal_count=2281 2245 is_linear=0 shrinkage=0.0224292 Tree=8454 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.61728 1.54503 threshold=-0.5149999999999999 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022170933952084644 0.015160192332179391 -0.0011795517525637687 leaf_weight=1.7548343641865347 3.0197115765804474 69.328428379789784 leaf_count=36 73 2172 internal_value=0 -0.000493734 internal_weight=0 72.3481 internal_count=2281 2245 is_linear=0 shrinkage=0.0224292 Tree=8455 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.5359 1.49045 threshold=-0.5149999999999999 -0.24689499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02154387706288367 0.014972038260138895 -0.0011530600843385572 leaf_weight=1.7658348141485465 2.9896613877608607 69.33096002454522 leaf_count=36 73 2172 internal_value=0 -0.000482689 internal_weight=0 72.3206 internal_count=2281 2245 is_linear=0 shrinkage=0.0224292 Tree=8456 num_leaves=3 num_cat=0 split_feature=51 403 split_gain=1.96606 1.91096 threshold=0.12566000000000002 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9622618190824969e-05 0.00028241424472484551 0.0002279420305051867 leaf_weight=62.68443790685069 4.850976184955015 6.095675679978739 leaf_count=1954 112 175 internal_value=0 -6.73889e-06 internal_weight=0 68.7801 internal_count=2241 2129 is_linear=0 shrinkage=0.000439788 Tree=8457 num_leaves=3 num_cat=0 split_feature=51 403 split_gain=2.04171 1.89252 threshold=0.12566000000000002 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015091278877303437 0.01472875820098634 0.011599608717642885 leaf_weight=62.210719079809678 4.8237710816565587 6.0628964070638167 leaf_count=1954 112 175 internal_value=0 -0.000342116 internal_weight=0 68.2736 internal_count=2241 2129 is_linear=0 shrinkage=0.0224292 Tree=8458 num_leaves=3 num_cat=0 split_feature=147 151 split_gain=1.89482 1.54544 threshold=0.089025000000000007 0.056735000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00073267335835744255 0.015258549625467218 -0.011723975821908315 leaf_weight=63.472504258922072 4.1858117968076831 5.4206431399798012 leaf_count=2070 86 85 internal_value=0 -0.000250416 internal_weight=0 68.8931 internal_count=2241 2155 is_linear=0 shrinkage=0.0224292 Tree=8459 num_leaves=3 num_cat=0 split_feature=147 403 split_gain=1.83308 1.81017 threshold=0.089025000000000007 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4989136320912072e-05 0.00029448321930514886 0.0002258280270012281 leaf_weight=63.631010874540607 4.2296721306774989 6.0794977639343406 leaf_count=1978 86 177 internal_value=0 -3.05937e-06 internal_weight=0 69.7105 internal_count=2241 2155 is_linear=0 shrinkage=0.000439788 Tree=8460 num_leaves=3 num_cat=0 split_feature=1374 10 split_gain=2.28433 1.388 threshold=0.087855000000000016 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032832905499581067 -0.00038300382289343886 2.7978958056671772e-05 leaf_weight=3.0821582547760036 2.5309018392508724 73.823134895799285 leaf_count=81 61 2179 internal_value=0 4.00947e-05 internal_weight=0 76.9053 internal_count=2321 2260 is_linear=0 shrinkage=0.000439788 Tree=8461 num_leaves=3 num_cat=0 split_feature=10 12 split_gain=1.52268 1.46771 threshold=-0.012544999999999999 0.088115000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032495308798477583 -3.6419535883639199e-05 8.8869057848083805e-05 leaf_weight=3.1114854058359915 46.780104149348972 29.455416416397384 leaf_count=83 1171 1067 internal_value=0 1.19988e-05 internal_weight=0 76.2355 internal_count=2321 2238 is_linear=0 shrinkage=0.000439788 Tree=8462 num_leaves=3 num_cat=0 split_feature=1374 10 split_gain=2.1713 1.4011 threshold=0.087855000000000016 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032561493325846937 -0.00037640702237421125 2.4245075820351895e-05 leaf_weight=3.0906179198609598 2.5264966506729243 73.789566872672367 leaf_count=81 61 2179 internal_value=0 3.64381e-05 internal_weight=0 76.8802 internal_count=2321 2260 is_linear=0 shrinkage=0.000439788 Tree=8463 num_leaves=3 num_cat=0 split_feature=1374 10 split_gain=2.18604 1.36763 threshold=0.087855000000000016 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032399410712326737 -0.00037773558128115323 2.5253727866473565e-05 leaf_weight=3.0694576440582741 2.5168376954243277 73.623878583717669 leaf_count=81 61 2179 internal_value=0 3.72877e-05 internal_weight=0 76.6933 internal_count=2321 2260 is_linear=0 shrinkage=0.000439788 Tree=8464 num_leaves=4 num_cat=0 split_feature=13 43 2 split_gain=3.27385 2.88654 1.23574 threshold=-0.09194999999999999 -0.078624999999999987 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5748389844244731e-06 7.3321750750290085e-05 -0.00013625527271131409 0.00025556690070707011 leaf_weight=5.2291641134797819 20.306892352262366 33.919044820417639 10.604360389290376 leaf_count=149 697 1169 186 internal_value=0 -5.77733e-05 0.00016942 internal_weight=0 54.2259 15.8335 internal_count=2201 1866 335 is_linear=0 shrinkage=0.000439788 Tree=8465 num_leaves=4 num_cat=0 split_feature=13 43 2 split_gain=2.99653 2.85876 1.26484 threshold=-0.09194999999999999 -0.078624999999999987 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083101512404776614 0.0037816537689813745 -0.0069228305902646354 0.012765231005242954 leaf_weight=5.1376863969744582 20.062030778793996 33.460690042234091 10.397016408907801 leaf_count=149 697 1169 186 internal_value=0 -0.00291053 0.00827314 internal_weight=0 53.5227 15.5347 internal_count=2201 1866 335 is_linear=0 shrinkage=0.0224292 Tree=8466 num_leaves=4 num_cat=0 split_feature=13 43 2 split_gain=2.97266 2.64124 1.24263 threshold=-0.09194999999999999 -0.078624999999999987 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.2348802880800739e-05 7.1884565180435931e-05 -0.00012876832390245507 0.00025045771249859164 leaf_weight=5.193753769806789 20.283292614496531 33.823191674167902 10.515092403555171 leaf_count=149 697 1169 186 internal_value=0 -5.35493e-05 0.000163657 internal_weight=0 54.1065 15.7088 internal_count=2201 1866 335 is_linear=0 shrinkage=0.000439788 Tree=8467 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=1.63497 2.50204 threshold=0.086795000000000011 0.27467500000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.4319062742951975e-05 -0.00039607565792425313 0.0002241455678765708 leaf_weight=59.666776667500017 2.2208049683831623 7.54646171110653 leaf_count=1928 41 232 internal_value=0 -1.41217e-05 internal_weight=0 67.2132 internal_count=2201 2160 is_linear=0 shrinkage=0.000439788 Tree=8468 num_leaves=4 num_cat=0 split_feature=3 157 11 split_gain=2.71302 2.29516 0.680056 threshold=-0.15480499999999997 -0.08107499999999998 0.079915000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038132431765604366 0.0001470529527615253 -0.00010277893348722016 9.1536324097286036e-05 leaf_weight=2.9702085680910377 8.0735292806712078 58.798378957591467 3.3240969971129743 leaf_count=45 207 1919 97 internal_value=0 -7.25831e-05 0.000229023 internal_weight=0 66.8719 6.29431 internal_count=2268 2126 142 is_linear=0 shrinkage=0.000439788 Tree=8469 num_leaves=4 num_cat=0 split_feature=3 157 11 split_gain=2.6723 2.32776 0.651238 threshold=-0.15480499999999997 -0.08107499999999998 0.079915000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019235388225620268 0.0075300562822372772 -0.0053213431038425536 0.0046934831533961899 leaf_weight=2.9326545170588352 8.0512317062411949 58.480680906956877 3.2954945172405132 leaf_count=45 207 1919 97 internal_value=0 -0.00376444 0.0115787 internal_weight=0 66.5319 6.22815 internal_count=2268 2126 142 is_linear=0 shrinkage=0.0224292 Tree=8470 num_leaves=4 num_cat=0 split_feature=3 157 11 split_gain=2.55029 2.20998 0.686633 threshold=-0.15480499999999997 -0.08107499999999998 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036292062594894581 0.00014351739958290495 -0.00010149618080595253 7.0990628484016806e-05 leaf_weight=3.2060017727708319 8.0809702639544394 58.955939932181536 3.0374420129314785 leaf_count=50 207 1919 92 internal_value=0 -7.19285e-05 0.000221546 internal_weight=0 67.0369 6.24344 internal_count=2268 2126 142 is_linear=0 shrinkage=0.000439788 Tree=8471 num_leaves=4 num_cat=0 split_feature=3 157 11 split_gain=2.56181 2.22381 0.636561 threshold=-0.15480499999999997 -0.08107499999999998 0.079915000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019014661285075434 0.0073685423995051387 -0.0052004662166683993 0.0045916424296570391 leaf_weight=2.8994852873056507 8.0398481882039032 58.476279622329457 3.2921757933381741 leaf_count=45 207 1919 97 internal_value=0 -0.00367956 0.0113835 internal_weight=0 66.5161 6.19166 internal_count=2268 2126 142 is_linear=0 shrinkage=0.0224292 Tree=8472 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.31068 2.22584 threshold=0.27293500000000009 -0.096544999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015968690057652075 -0.013296511028851443 0.00086468002184216756 leaf_weight=5.275594412800273 2.9263364918465404 67.31248440195759 leaf_count=99 47 2173 internal_value=0 0.00196633 internal_weight=0 72.5881 internal_count=2319 2272 is_linear=0 shrinkage=0.0224292 Tree=8473 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.25615 2.13884 threshold=0.27293500000000009 -0.096544999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015681515318845918 -0.013041488324130194 0.00084533738961816058 leaf_weight=5.2523277500440591 2.9171203800560752 67.308868721367162 leaf_count=99 47 2173 internal_value=0 0.00192309 internal_weight=0 72.5612 internal_count=2319 2272 is_linear=0 shrinkage=0.0224292 Tree=8474 num_leaves=4 num_cat=0 split_feature=403 475 3 split_gain=1.29698 1.62135 1.5414 threshold=-1.0000000180025095e-35 -0.084394999999999984 -0.11242499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015620637299731149 -0.0002946463494784429 5.5223797852253574e-05 -0.00036724407521772622 leaf_weight=1.622384987742407 2.6422154283645787 68.721785174278921 3.2308200606171331 leaf_count=33 162 1594 530 internal_value=0 4.21947e-05 -0.000192333 internal_weight=0 71.364 4.85321 internal_count=2319 1756 563 is_linear=0 shrinkage=0.000439788 Tree=8475 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=1.2494 1.74987 threshold=0.14153000000000002 -0.40083999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01631457395710487 0.017333316584831591 0.001496361189394603 leaf_weight=2.8700529023662957 2.3530001756735137 70.233649218506798 leaf_count=232 20 2067 internal_value=0 0.000793026 internal_weight=0 73.1037 internal_count=2319 2299 is_linear=0 shrinkage=0.0224292 Tree=8476 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=2.10559 3.01775 2.46063 threshold=-0.081519999999999995 -0.085984999999999992 -0.091649999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3920384738800553e-05 0.00019187976323639783 0.00047815014113554942 -0.00010536396880253211 leaf_weight=18.414143093933493 6.1037256669587796 3.3238096192653748 44.845922573402277 leaf_count=515 99 46 1614 internal_value=0 9.37323e-05 -6.96959e-05 internal_weight=0 21.738 50.9496 internal_count=2274 561 1713 is_linear=0 shrinkage=0.000439788 Tree=8477 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=2.13672 2.96641 2.43512 threshold=-0.081519999999999995 -0.085984999999999992 -0.091649999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4675795970473808e-05 0.00018914696418314669 0.0004764337290945373 -0.0001064761003935002 leaf_weight=18.408863020251378 6.106957454700022 3.2994434570573494 44.867907841146007 leaf_count=515 99 46 1614 internal_value=0 9.36968e-05 -7.10019e-05 internal_weight=0 21.7083 50.9749 internal_count=2274 561 1713 is_linear=0 shrinkage=0.000439788 Tree=8478 num_leaves=4 num_cat=0 split_feature=151 4 16 split_gain=2.09158 2.94244 1.2502 threshold=-0.088279999999999983 0.28251000000000009 -0.095094999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0896352792747812e-05 -8.2669734486370898e-05 0.0002095986299797229 0.00030365626797601802 leaf_weight=3.478150672162883 56.176994839879171 7.5401023198537578 5.669217233662037 leaf_count=43 1876 222 133 internal_value=0 -4.80311e-05 0.000176648 internal_weight=0 63.7171 9.14737 internal_count=2274 2098 176 is_linear=0 shrinkage=0.000439788 Tree=8479 num_leaves=4 num_cat=0 split_feature=151 16 16 split_gain=2.08399 2.83947 1.26651 threshold=-0.088279999999999983 -0.52180499999999985 -0.095094999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3896326407880544e-05 0.00025974325301346678 -7.7566344436189391e-05 0.00030199763403968314 leaf_weight=3.5030070868015173 5.2403756042804153 58.730411142624689 5.6763019418540335 leaf_count=43 92 2006 133 internal_value=0 -4.98653e-05 0.000174009 internal_weight=0 63.9708 9.17931 internal_count=2274 2098 176 is_linear=0 shrinkage=0.000439788 Tree=8480 num_leaves=4 num_cat=0 split_feature=3 1 4 split_gain=1.78411 2.82773 2.42063 threshold=0.11932000000000002 0.10098000000000001 0.033845000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026105895608955295 0.0033055967371959632 0.0097702868344987231 -0.018285541506424183 leaf_weight=47.388125356874752 5.3454260677826806 20.12714235974272 5.0804366137599573 leaf_count=1697 70 425 96 internal_value=0 0.00273133 -0.00722978 internal_weight=0 67.5153 10.4259 internal_count=2288 2122 166 is_linear=0 shrinkage=0.0224292 Tree=8481 num_leaves=3 num_cat=0 split_feature=160 13 split_gain=2.29159 1.62819 threshold=-0.40446999999999994 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047837014856150288 -0.00038895795577847936 4.8639208097627705e-05 leaf_weight=1.6726502778478778 1.6623327654378943 75.258977852176486 leaf_count=173 24 2091 internal_value=0 3.90882e-05 internal_weight=0 76.9213 internal_count=2288 2115 is_linear=0 shrinkage=0.000439788 Tree=8482 num_leaves=3 num_cat=0 split_feature=160 3 split_gain=2.3105 1.82004 threshold=-0.40446999999999994 0.11932000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004785754634156745 6.6070511572425571e-05 -0.00013096096235017151 leaf_weight=1.6847697165635498 66.455469934795474 10.481885443608915 leaf_count=173 1951 164 internal_value=0 3.92013e-05 internal_weight=0 76.9374 internal_count=2288 2115 is_linear=0 shrinkage=0.000439788 Tree=8483 num_leaves=4 num_cat=0 split_feature=3 1 4 split_gain=1.69962 2.71245 2.3064 threshold=0.11932000000000002 0.10098000000000001 0.033845000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025531781726040076 0.0032526038806144856 0.0095791389260407433 -0.017809262400121158 leaf_weight=47.400326226572361 5.3411148809827846 20.068344003177117 5.0972274015148287 leaf_count=1697 70 425 96 internal_value=0 0.00267179 -0.00704601 internal_weight=0 67.4687 10.4383 internal_count=2288 2122 166 is_linear=0 shrinkage=0.0224292 Tree=8484 num_leaves=4 num_cat=0 split_feature=123 156 133 split_gain=1.98495 2.40859 0.694147 threshold=1.0000000180025095e-35 0.088775000000000007 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1896653944690869e-06 0.00010846605012728717 -0.00031160900130770185 0.00042356211287512119 leaf_weight=63.983759063317848 2.8807450712702112 4.9857064090256236 2.5597311069177522 leaf_count=1880 83 214 103 internal_value=0 -1.77912e-05 0.000257681 internal_weight=0 68.9695 5.44048 internal_count=2280 2094 186 is_linear=0 shrinkage=0.000439788 Tree=8485 num_leaves=4 num_cat=0 split_feature=123 43 133 split_gain=1.99465 2.2325 0.696837 threshold=1.0000000180025095e-35 0.12486500000000002 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5085154263049742e-05 0.00010708770198412293 0.00022738919146830124 0.00042237680592875279 leaf_weight=63.037465672336111 2.9005972597660721 6.3880283181979385 2.5561532918654848 leaf_count=1907 83 187 103 internal_value=0 -1.99584e-05 0.000255739 internal_weight=0 69.4255 5.45675 internal_count=2280 2094 186 is_linear=0 shrinkage=0.000439788 Tree=8486 num_leaves=4 num_cat=0 split_feature=123 156 133 split_gain=1.94225 2.29073 0.697426 threshold=1.0000000180025095e-35 0.088775000000000007 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010336211950730926 0.0052805498726329198 -0.015818204365042325 0.021573371185524593 leaf_weight=63.276134430138427 2.8078833721810943 4.8787823089196527 2.5062935715977801 leaf_count=1880 83 214 103 internal_value=0 -0.00104047 0.0130144 internal_weight=0 68.1549 5.31418 internal_count=2280 2094 186 is_linear=0 shrinkage=0.0224292 Tree=8487 num_leaves=4 num_cat=0 split_feature=123 43 133 split_gain=1.87488 2.18412 0.692399 threshold=1.0000000180025095e-35 0.12486500000000002 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022908325672974326 0.0051754603544518652 0.011637272378215156 0.021498616627015653 leaf_weight=61.923470760906184 2.801106310580507 6.2150285877742126 2.4591969402354152 leaf_count=1907 83 187 103 internal_value=0 -0.00101752 0.0128567 internal_weight=0 68.1385 5.2603 internal_count=2280 2094 186 is_linear=0 shrinkage=0.0224292 Tree=8488 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=2.05313 1.45005 threshold=0.091600000000000015 -0.108885 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023144334778620786 0.00038320868766266131 3.1826924448229647e-05 leaf_weight=4.2711122139057798 3.0607924632931818 71.203961791848087 leaf_count=270 49 1953 internal_value=0 1.68738e-05 internal_weight=0 75.4751 internal_count=2272 2223 is_linear=0 shrinkage=0.000439788 Tree=8489 num_leaves=3 num_cat=0 split_feature=2 12 split_gain=1.71585 1.80936 threshold=-0.0076049999999999989 -0.10494999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01357832997405364 -0.02399136152830272 0.001119030788656483 leaf_weight=5.5038132565478 1.4545211632394046 70.876033096201354 leaf_count=133 54 2085 internal_value=0 0.000607879 internal_weight=0 72.3306 internal_count=2272 2139 is_linear=0 shrinkage=0.0224292 Tree=8490 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=1.9745 1.4252 threshold=0.091600000000000015 -0.108885 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023192153073361537 0.00037433632918630106 2.9329682282729212e-05 leaf_weight=4.2631799296959789 3.0503300887648939 71.022741594163563 leaf_count=270 49 1953 internal_value=0 1.44809e-05 internal_weight=0 75.2859 internal_count=2272 2223 is_linear=0 shrinkage=0.000439788 Tree=8491 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=1.98517 1.4366 threshold=0.091600000000000015 -0.108885 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011906067209839792 0.019218343047241255 0.0015309011461374061 leaf_weight=4.2244266350517128 3.0348464807611881 70.556693668828302 leaf_count=270 49 1953 internal_value=0 0.000768994 internal_weight=0 74.7811 internal_count=2272 2223 is_linear=0 shrinkage=0.0224292 Tree=8492 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=2.02631 1.85634 threshold=0.084755000000000011 -0.006219999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.3354055492289635e-05 -0.00030558324879313573 8.7368160665469218e-05 leaf_weight=38.017851830509244 4.0394496634253292 34.62671803629155 leaf_count=1129 65 1033 internal_value=0 1.37278e-05 internal_weight=0 72.6446 internal_count=2227 2162 is_linear=0 shrinkage=0.000439788 Tree=8493 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=2.13346 2.02097 threshold=0.084755000000000011 -0.006219999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.002993096352059865 -0.016208383396941705 0.0045383343116503182 leaf_weight=37.507810660157702 3.9898290078126584 34.293967807749141 leaf_count=1129 65 1033 internal_value=0 0.000604316 internal_weight=0 71.8018 internal_count=2227 2162 is_linear=0 shrinkage=0.0224292 Tree=8494 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=1.9924 1.87266 threshold=0.084755000000000011 -0.006219999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6444042218665227e-05 -0.00030609882501492057 8.5263340032983961e-05 leaf_weight=37.809979211982409 4.0245333741477216 34.455418336794082 leaf_count=1129 65 1033 internal_value=0 1.11253e-05 internal_weight=0 72.2654 internal_count=2227 2162 is_linear=0 shrinkage=0.000439788 Tree=8495 num_leaves=3 num_cat=0 split_feature=9 160 split_gain=1.96689 1.96377 threshold=0.084755000000000011 0.08733500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.02534102978439e-05 -0.00030302658195603384 -0.00017010649057501274 leaf_weight=62.944392328016875 4.0384457841137182 9.9190092616699967 leaf_count=1921 65 241 internal_value=0 1.15797e-05 internal_weight=0 72.8634 internal_count=2227 2162 is_linear=0 shrinkage=0.000439788 Tree=8496 num_leaves=4 num_cat=0 split_feature=43 47 43 split_gain=3.00238 3.59398 2.57798 threshold=-0.083134999999999987 1.0000000180025095e-35 -0.085614999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046054625830311167 0.00083320464860965268 -0.013680833019459878 0.02686539380380237 leaf_weight=19.70184105555882 40.910710794919396 10.841673221926611 3.0017081869946187 leaf_count=488 1400 249 105 internal_value=0 -0.00221128 0.00756862 internal_weight=0 51.7524 22.7035 internal_count=2242 1649 593 is_linear=0 shrinkage=0.0224292 Tree=8497 num_leaves=4 num_cat=0 split_feature=43 47 0 split_gain=2.87302 3.44155 2.52243 threshold=-0.083134999999999987 1.0000000180025095e-35 -0.084059999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015465595466716145 0.00081460023567017929 -0.013398326649443855 0.013650467923109795 leaf_weight=9.3191112411186641 40.906985015220016 10.822596939542562 13.356538865928085 leaf_count=266 1400 249 327 internal_value=0 -0.0021628 0.00740883 internal_weight=0 51.7296 22.6757 internal_count=2242 1649 593 is_linear=0 shrinkage=0.0224292 Tree=8498 num_leaves=4 num_cat=0 split_feature=43 47 43 split_gain=2.64901 3.45489 2.51774 threshold=-0.083134999999999987 1.0000000180025095e-35 -0.085809999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4179230442236143e-05 2.0377753774873341e-05 -0.00025737919798391774 0.00051296903897518229 leaf_weight=19.782510145751079 41.321750681330741 10.938640635591581 3.0412067915931393 leaf_count=482 1400 249 111 internal_value=0 -3.78324e-05 0.000141695 internal_weight=0 52.2604 22.8237 internal_count=2242 1649 593 is_linear=0 shrinkage=0.000439788 Tree=8499 num_leaves=4 num_cat=0 split_feature=43 47 43 split_gain=2.7458 3.29552 2.49117 threshold=-0.083134999999999987 1.0000000180025095e-35 -0.085614999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043434129954523235 0.00080071860147424851 -0.013115275268346325 0.026301272964368273 leaf_weight=19.66202042902842 40.911366537718095 10.806757568207102 2.9784628535344373 leaf_count=488 1400 249 105 internal_value=0 -0.00211086 0.0072518 internal_weight=0 51.7181 22.6405 internal_count=2242 1649 593 is_linear=0 shrinkage=0.0224292 Tree=8500 num_leaves=3 num_cat=0 split_feature=48 457 split_gain=1.60657 1.88003 threshold=0.12879500000000002 0.092360000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.937699833007851e-05 -0.00028053881546792077 0.0002298665706341706 leaf_weight=64.526222773905374 4.061792962436356 6.4180022364453171 leaf_count=2129 64 85 internal_value=0 3.22671e-06 internal_weight=0 70.9442 internal_count=2278 2214 is_linear=0 shrinkage=0.000439788 Tree=8501 num_leaves=3 num_cat=0 split_feature=48 457 split_gain=1.66528 1.84491 threshold=0.12879500000000002 0.092360000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098171731298844159 -0.014620106674235352 0.011670984933540896 leaf_weight=63.875246273257744 4.033637003126386 6.3568664647027608 leaf_count=2129 64 85 internal_value=0 0.000166367 internal_weight=0 70.2321 internal_count=2278 2214 is_linear=0 shrinkage=0.0224292 Tree=8502 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.59476 1.78634 threshold=0.12879500000000002 0.093265000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012284521616545317 -0.014319544912939628 0.009358685087382336 leaf_weight=60.992576422252569 4.0264151431733799 9.2112566571195185 leaf_count=2023 64 191 internal_value=0 0.000162824 internal_weight=0 70.2038 internal_count=2278 2214 is_linear=0 shrinkage=0.0224292 Tree=8503 num_leaves=4 num_cat=0 split_feature=157 484 52 split_gain=1.57585 1.57279 0.710766 threshold=-0.083944999999999978 -0.082244999999999985 -0.05819499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6275473127095521e-05 -0.0003638205197245749 1.3721370345420644e-05 -0.00052288504461196696 leaf_weight=1.4509621650913689 2.182576379595047 69.59517096463378 1.5806255920588217 leaf_count=84 198 1906 90 internal_value=0 2.1476e-06 -0.000320584 internal_weight=0 71.7777 3.03159 internal_count=2278 2104 174 is_linear=0 shrinkage=0.000439788 Tree=8504 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=1.82832 2.81507 2.41118 threshold=-0.013764999999999998 0.092655000000000015 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0099078450085552106 0.0015155463894800712 0.015379154660730233 -0.0072257617096484882 leaf_weight=3.1400187887193152 37.228557811115479 7.4102170413862041 27.650018382040798 leaf_count=64 1427 242 543 internal_value=0 0.0078488 -0.00221086 internal_weight=0 10.5502 64.8786 internal_count=2276 306 1970 is_linear=0 shrinkage=0.0224292 Tree=8505 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=1.75644 2.71534 2.30345 threshold=-0.013764999999999998 0.092655000000000015 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00970003696109396 0.0014815107686992086 0.015182557234958526 -0.0070613948210269473 leaf_weight=3.1358093403978256 37.23006572857912 7.3388731763443502 27.659358388913461 leaf_count=64 1427 242 543 internal_value=0 0.00772935 -0.00216094 internal_weight=0 10.4747 64.8894 internal_count=2276 306 1970 is_linear=0 shrinkage=0.0224292 Tree=8506 num_leaves=4 num_cat=0 split_feature=43 48 43 split_gain=1.7377 2.11348 0.687393 threshold=0.12486500000000002 0.092805000000000012 0.25123500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3681844905489202e-05 0.00032207386954318862 0.00011925350752966987 3.1290603032055769e-05 leaf_weight=55.612954302780963 3.7994099035131503 13.664221894981891 2.6807046430840273 leaf_count=1863 47 229 137 internal_value=0 -3.56049e-05 0.000202227 internal_weight=0 69.2772 6.48011 internal_count=2276 2092 184 is_linear=0 shrinkage=0.000439788 Tree=8507 num_leaves=4 num_cat=0 split_feature=43 123 43 split_gain=1.85867 2.20312 0.65862 threshold=0.12486500000000002 1.0000000180025095e-35 0.25123500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8561072456589025e-05 0.00032662274944935445 0.00022466088680008221 4.349903123562405e-05 leaf_weight=63.860168196685208 3.8342308747487541 5.7752560663975592 2.7158755101645511 leaf_count=1902 47 190 137 internal_value=0 -3.50167e-05 0.000209699 internal_weight=0 69.6354 6.55011 internal_count=2276 2092 184 is_linear=0 shrinkage=0.000439788 Tree=8508 num_leaves=4 num_cat=0 split_feature=159 15 483 split_gain=1.67918 1.58749 0.718832 threshold=-0.032739999999999991 -0.25061999999999995 0.094075000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038257282546615308 0.00031823476418334093 2.3212363151058247e-05 -7.4812928834992559e-08 leaf_weight=2.6865815069122609 3.7099542026408008 65.423462015879522 1.4647532638773553 leaf_count=235 164 1787 76 internal_value=0 3.91278e-05 -0.000248231 internal_weight=0 69.1334 4.15133 internal_count=2262 1951 311 is_linear=0 shrinkage=0.000439788 Tree=8509 num_leaves=4 num_cat=0 split_feature=159 15 483 split_gain=1.65503 1.55981 0.696764 threshold=-0.032739999999999991 -0.25061999999999995 0.094075000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019550566603529579 0.016225972907737932 0.0011967170481079362 -0.00016781964657994316 leaf_weight=2.6200333154665705 3.651853617753658 64.83863866811771 1.4437396898792938 leaf_count=235 164 1787 76 internal_value=0 0.00200236 -0.0126974 internal_weight=0 68.4905 4.06377 internal_count=2262 1951 311 is_linear=0 shrinkage=0.0224292 Tree=8510 num_leaves=4 num_cat=0 split_feature=159 15 483 split_gain=1.70632 1.58296 0.648752 threshold=-0.032739999999999991 -0.25061999999999995 0.094075000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037563602569907898 0.00031843616949367394 2.4591267943381677e-05 -1.2435001324475421e-05 leaf_weight=2.7033620480533491 3.7287604049597567 65.896620782723403 1.4640822083129021 leaf_count=235 164 1787 76 internal_value=0 4.0411e-05 -0.000248677 internal_weight=0 69.6254 4.16744 internal_count=2262 1951 311 is_linear=0 shrinkage=0.000439788 Tree=8511 num_leaves=4 num_cat=0 split_feature=159 15 483 split_gain=1.6081 1.52854 0.690626 threshold=-0.032739999999999991 -0.25061999999999995 0.094075000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037633155287726522 0.00031611829939020354 2.4764074165912177e-05 2.8588182723028796e-07 leaf_weight=2.6357194457823416 3.6599791619737507 65.373510308389086 1.4593939727656104 leaf_count=235 164 1787 76 internal_value=0 4.02941e-05 -0.000242736 internal_weight=0 69.0335 4.09511 internal_count=2262 1951 311 is_linear=0 shrinkage=0.000439788 Tree=8512 num_leaves=4 num_cat=0 split_feature=4 48 43 split_gain=1.95544 2.86894 2.69326 threshold=0.018150000000000003 0.095425000000000024 -0.24238999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010590207853834476 -0.0003445509657403314 0.00022835546588542498 0.00012103849256515047 leaf_weight=37.671520252597929 2.6034924992418409 5.7019665512916609 28.770586753253156 leaf_count=1531 20 145 585 internal_value=0 -6.18788e-05 8.22168e-05 internal_weight=0 43.3735 31.3741 internal_count=2281 1676 605 is_linear=0 shrinkage=0.000439788 Tree=8513 num_leaves=4 num_cat=0 split_feature=48 51 48 split_gain=1.77562 5.18728 1.20656 threshold=0.095425000000000024 0.087505000000000013 0.10493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051458321681372842 0.018239861689701594 -0.021422112591379633 0.0029422136030383445 leaf_weight=56.20403703116699 3.8005080504881326 5.9827212192503785 8.1114864626497347 leaf_count=1815 75 237 154 internal_value=0 -0.00160178 0.00784429 internal_weight=0 62.1868 11.912 internal_count=2281 2052 229 is_linear=0 shrinkage=0.0224292 Tree=8514 num_leaves=4 num_cat=0 split_feature=4 48 43 split_gain=2.13828 2.97842 2.67782 threshold=0.018150000000000003 0.095425000000000024 -0.24238999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010880153689271897 -0.00033819337907422576 0.00023045659625397884 0.00012456040568451659 leaf_weight=37.932216985519517 2.620220809942114 5.7472719719980878 29.001769562112713 leaf_count=1531 20 145 585 internal_value=0 -6.40813e-05 8.60354e-05 internal_weight=0 43.6795 31.622 internal_count=2281 1676 605 is_linear=0 shrinkage=0.000439788 Tree=8515 num_leaves=4 num_cat=0 split_feature=4 48 43 split_gain=1.98831 2.85369 2.54398 threshold=0.018150000000000003 0.095425000000000024 -0.24238999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010593146029361256 -0.00033203165769110594 0.00022792983593517493 0.00012107371192990751 leaf_weight=37.655567807414172 2.5963579146773581 5.6828961044798225 28.721286240275731 leaf_count=1531 20 145 585 internal_value=0 -6.20717e-05 8.33301e-05 internal_weight=0 43.3385 31.3176 internal_count=2281 1676 605 is_linear=0 shrinkage=0.000439788 Tree=8516 num_leaves=4 num_cat=0 split_feature=42 4 151 split_gain=3.88443 2.98882 2.54185 threshold=-0.0044549999999999998 0.25025000000000008 -0.21628999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02070395093238659 -0.020985188765432986 0.01055139270806562 0.0029365250050268047 leaf_weight=6.9024215482627351 2.3002353900956214 1.9662992294179273 61.231633934782167 leaf_count=577 57 44 1607 internal_value=0 -0.0137665 0.00206437 internal_weight=0 8.86872 63.5319 internal_count=2285 621 1664 is_linear=0 shrinkage=0.0224292 Tree=8517 num_leaves=4 num_cat=0 split_feature=42 4 151 split_gain=3.72524 2.94245 1.75528 threshold=-0.0044549999999999998 0.25025000000000008 -0.15972999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039894577046285698 -0.00031271363550352079 0.00020669903243870363 5.4657758749275088e-05 leaf_weight=6.9171714126186981 2.6040846300311378 1.9854863614309577 61.388757295510459 leaf_count=577 65 44 1599 internal_value=0 -0.00026372 3.96194e-05 internal_weight=0 8.90266 63.9928 internal_count=2285 621 1664 is_linear=0 shrinkage=0.000439788 Tree=8518 num_leaves=4 num_cat=0 split_feature=42 4 151 split_gain=3.71538 2.9274 2.45293 threshold=-0.0044549999999999998 0.25025000000000008 -0.21628999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003980835000833541 -0.00040533103042075466 0.00020677082583783556 5.6983797486545523e-05 leaf_weight=6.8968766632856369 2.2836706951929946 1.980686869821511 61.644007216480986 leaf_count=577 57 44 1607 internal_value=0 -0.000262979 4.03526e-05 internal_weight=0 8.87756 63.9277 internal_count=2285 621 1664 is_linear=0 shrinkage=0.000439788 Tree=8519 num_leaves=4 num_cat=0 split_feature=42 4 151 split_gain=3.72506 2.92189 2.46066 threshold=-0.0044549999999999998 0.25025000000000008 -0.21628999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039695231069198245 -0.00040362571881382342 0.00020728945050867584 5.8848127687301789e-05 leaf_weight=6.8799683641373104 2.2891887772639157 1.9824252101243471 61.908494008266189 leaf_count=577 57 44 1607 internal_value=0 -0.000261635 4.22419e-05 internal_weight=0 8.86239 64.1977 internal_count=2285 621 1664 is_linear=0 shrinkage=0.000439788 Tree=8520 num_leaves=4 num_cat=0 split_feature=4 2 160 split_gain=2.49959 4.56317 2.89071 threshold=-0.21586499999999997 0.097005000000000022 -0.082244999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090260333246768888 -0.010431264013262531 -0.020997359184398195 0.0043653769046191277 leaf_weight=4.2033217845018935 7.505928807413965 6.4090639273345005 56.635100779956701 leaf_count=56 420 120 1658 internal_value=0 -0.00911093 0.00263125 internal_weight=0 10.6124 64.141 internal_count=2254 176 2078 is_linear=0 shrinkage=0.0224292 Tree=8521 num_leaves=4 num_cat=0 split_feature=160 4 150 split_gain=2.30199 2.79643 1.66122 threshold=-0.082244999999999985 -0.21586499999999997 -0.050224999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024387872737843 -0.00017660376777764176 8.5163853499510458e-05 -0.00026656189332614468 leaf_weight=1.4507392185332717 9.1394577242899668 57.152878880304343 7.7380213690498731 leaf_count=17 146 1658 433 internal_value=0 4.90345e-05 -0.000185634 internal_weight=0 66.2923 9.18876 internal_count=2254 1804 450 is_linear=0 shrinkage=0.000439788 Tree=8522 num_leaves=4 num_cat=0 split_feature=4 160 2 split_gain=2.34461 2.64111 2.3955 threshold=-0.34687499999999999 -0.082244999999999985 0.097005000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4281019975762757e-05 -0.00019585588954033537 7.9193844025087423e-05 -0.00037315412147705606 leaf_weight=3.4511178450193238 7.6037681726943438 59.150096554800257 5.4542834004969336 leaf_count=52 422 1668 112 internal_value=0 4.78166e-05 -0.000192194 internal_weight=0 66.7539 8.9054 internal_count=2254 2090 164 is_linear=0 shrinkage=0.000439788 Tree=8523 num_leaves=4 num_cat=0 split_feature=4 2 160 split_gain=2.3842 4.36279 2.76281 threshold=-0.21586499999999997 0.097005000000000022 -0.082244999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0088589478746477542 -0.010209414978544723 -0.020524189627572978 0.0042665900176974284 leaf_weight=4.1930345011642185 7.4936152240484253 6.4038250422163401 56.638892047418267 leaf_count=56 420 120 1658 internal_value=0 -0.00890265 0.00257259 internal_weight=0 10.5969 64.1325 internal_count=2254 176 2078 is_linear=0 shrinkage=0.0224292 Tree=8524 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=2.39073 1.74762 threshold=-0.47365999999999991 0.086470000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019986915322000282 4.8687635502847418e-05 0.013013501968049788 leaf_weight=3.5241720509693542 64.356943889256399 5.6741162519901982 leaf_count=61 2105 80 internal_value=0 0.00110239 internal_weight=0 70.0311 internal_count=2246 2185 is_linear=0 shrinkage=0.0224292 Tree=8525 num_leaves=3 num_cat=0 split_feature=13 453 split_gain=2.28697 1.62457 threshold=-0.47365999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038424399791880292 3.4565284292344913e-05 -0.00031421631180184322 leaf_weight=3.507876539235439 68.558552213751227 2.6650404235479064 leaf_count=61 2129 56 internal_value=0 2.14339e-05 internal_weight=0 71.2236 internal_count=2246 2185 is_linear=0 shrinkage=0.000439788 Tree=8526 num_leaves=3 num_cat=0 split_feature=13 453 split_gain=2.31824 1.69331 threshold=-0.47365999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019788776744033842 0.0017702139168480995 -0.016477483736951216 leaf_weight=3.4786590705589324 67.389386361918241 2.6401912135479497 leaf_count=61 2129 56 internal_value=0 0.00107795 internal_weight=0 70.0296 internal_count=2246 2185 is_linear=0 shrinkage=0.0224292 Tree=8527 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=2.29933 1.73201 threshold=-0.47365999999999991 0.086470000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003861506750918201 -3.9364448652071535e-07 0.00025193625200182481 leaf_weight=3.4641641449852605 64.771460153891439 5.7074775033688629 leaf_count=61 2105 80 internal_value=0 2.01031e-05 internal_weight=0 70.4789 internal_count=2246 2185 is_linear=0 shrinkage=0.000439788 Tree=8528 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=1.87157 3.48217 2.51454 threshold=-0.10071499999999999 0.088965000000000002 -0.11406499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0068220389346558387 -0.0055194344753591905 0.0095635861359672225 0.0080635572019027886 leaf_weight=7.1981515888041931 33.331340014740817 9.993285421485778 27.346350317807264 leaf_count=153 1613 215 310 internal_value=0 -0.0020377 0.00495974 internal_weight=0 43.3246 34.5445 internal_count=2291 1828 463 is_linear=0 shrinkage=0.0224292 Tree=8529 num_leaves=4 num_cat=0 split_feature=43 14 4 split_gain=1.83617 1.93923 0.719767 threshold=0.090280000000000013 -0.23083499999999998 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015921136792906614 0.0059745695578117871 0.00078746326012181847 0.020160608176638332 leaf_weight=3.6690926165902047 4.6493874623706679 66.503643835806542 2.9418391216822783 leaf_count=84 172 1987 48 internal_value=0 -9.02648e-05 0.0115089 internal_weight=0 70.1727 7.59123 internal_count=2291 2071 220 is_linear=0 shrinkage=0.0224292 Tree=8530 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=1.78642 3.48904 2.4839 threshold=-0.10071499999999999 -0.084169999999999981 0.083365000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014455013561322732 -0.014695323867118271 0.0011837641141146213 0.0010638451398106688 leaf_weight=9.677735920151461 8.6957074525380431 34.582920343981186 24.776314145100059 leaf_count=81 604 1224 382 internal_value=0 -0.0020118 0.00483119 internal_weight=0 43.2786 34.4541 internal_count=2291 1828 463 is_linear=0 shrinkage=0.0224292 Tree=8531 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=1.85586 3.42185 2.35443 threshold=-0.10071499999999999 0.088965000000000002 0.083365000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028030064303597254 -0.00010571864044719215 0.00018579284498736231 2.6141593203808051e-05 leaf_weight=9.764806093357036 33.789910029346174 10.100734494277274 25.240974215651477 leaf_count=81 1613 215 382 internal_value=0 -3.85803e-05 9.7153e-05 internal_weight=0 43.8906 35.0058 internal_count=2291 1828 463 is_linear=0 shrinkage=0.000439788 Tree=8532 num_leaves=3 num_cat=0 split_feature=4 4 split_gain=2.0585 1.58221 threshold=-0.44477499999999992 -0.17339999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002983229632592669 0.00022018238715434716 -1.3699275751782479e-05 leaf_weight=4.5176448602869632 6.1409175579028661 60.920828105930923 leaf_count=128 58 2106 internal_value=0 7.77409e-06 internal_weight=0 67.0617 internal_count=2292 2164 is_linear=0 shrinkage=0.000439788 Tree=8533 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.61103 2.03438 threshold=0.12084000000000002 0.0084900000000000028 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00086552290794108784 -0.015658520889439885 0.015604118899970853 leaf_weight=63.407691741568215 3.4040918142927685 3.9925848677012246 leaf_count=2079 102 111 internal_value=0 0.00011423 internal_weight=0 67.4003 internal_count=2292 2190 is_linear=0 shrinkage=0.0224292 Tree=8534 num_leaves=3 num_cat=0 split_feature=4 52 split_gain=1.99086 1.68457 threshold=-0.44477499999999992 0.25471500000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029363978306781556 2.3578438330037296e-05 -0.00031486676025034837 leaf_weight=4.4809482486743937 64.013994923004702 2.9576091536919185 leaf_count=128 1938 226 internal_value=0 8.5465e-06 internal_weight=0 66.9716 internal_count=2292 2164 is_linear=0 shrinkage=0.000439788 Tree=8535 num_leaves=3 num_cat=0 split_feature=4 52 split_gain=2.06543 1.6658 threshold=-0.44477499999999992 0.25471500000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029992764296740248 2.1978218606300114e-05 -0.00031639061938712172 leaf_weight=4.5028277950477777 64.179849232878951 2.9239590008587575 leaf_count=128 1938 226 internal_value=0 7.14845e-06 internal_weight=0 67.1038 internal_count=2292 2164 is_linear=0 shrinkage=0.000439788 Tree=8536 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=1.87225 3.70079 2.05094 threshold=-0.061684999999999997 -0.10023499999999998 0.095525000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024638574904707754 0.0022503653968381928 -0.0099638867238001829 0.0204740007456071 leaf_weight=30.824769081213162 16.789074465661546 19.770139017083238 3.7948992837737014 leaf_count=440 382 1389 46 internal_value=0 -0.00239425 0.00562597 internal_weight=0 50.5949 20.584 internal_count=2257 1829 428 is_linear=0 shrinkage=0.0224292 Tree=8537 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=1.82479 2.03358 threshold=-0.087574999999999986 0.030370000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014971657042179344 0.0030060136896915592 -0.0060915865540421259 leaf_weight=3.8888318264653199 50.826821364375974 16.311524767075298 leaf_count=100 1289 868 internal_value=0 0.000794612 internal_weight=0 67.1383 internal_count=2257 2157 is_linear=0 shrinkage=0.0224292 Tree=8538 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=1.74857 1.93462 threshold=0.048375000000000008 0.13840500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5178282089208045e-05 0.00026395209121814705 0.00034437437540961246 leaf_weight=64.865173235706607 4.4533699914900344 2.6866772851972192 leaf_count=2047 125 85 internal_value=0 -1.99896e-05 internal_weight=0 67.5519 internal_count=2257 2132 is_linear=0 shrinkage=0.000439788 Tree=8539 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=1.81777 3.84008 2.00549 threshold=-0.061684999999999997 -0.10023499999999998 0.095525000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1946223695576094e-05 4.476589970656335e-05 -0.00019517182903908549 0.00039825767264318085 leaf_weight=31.075585157610476 16.902608445565424 19.95825964145979 3.7852464851894174 leaf_count=440 382 1389 46 internal_value=0 -4.47333e-05 0.000109752 internal_weight=0 51.0338 20.6879 internal_count=2257 1829 428 is_linear=0 shrinkage=0.000439788 Tree=8540 num_leaves=4 num_cat=0 split_feature=52 42 160 split_gain=1.63675 2.12659 2.00927 threshold=0.14114500000000005 -0.10924999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046288554730511964 -4.2695094833015894e-05 -1.8848098198022118e-05 0.00036306055819764345 leaf_weight=2.1355821869356069 4.6613440390597134 65.623871874075121 4.7554789172427245 leaf_count=115 224 1861 66 internal_value=0 -3.29693e-05 0.000162531 internal_weight=0 67.7595 9.41682 internal_count=2266 1976 290 is_linear=0 shrinkage=0.000439788 Tree=8541 num_leaves=4 num_cat=0 split_feature=52 42 160 split_gain=1.75992 1.99527 1.91161 threshold=0.14114500000000005 -0.10924999999999999 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045143982763531368 2.6000870445174674e-05 -2.2751995857162724e-05 0.0004465228194433595 leaf_weight=2.1499824036154669 6.2587962507750472 66.000713541236109 3.1224459133445635 leaf_count=115 248 1861 42 internal_value=0 -3.63987e-05 0.00016659 internal_weight=0 68.1507 9.38124 internal_count=2266 1976 290 is_linear=0 shrinkage=0.000439788 Tree=8542 num_leaves=4 num_cat=0 split_feature=52 42 160 split_gain=1.71537 2.1152 1.97857 threshold=0.14114500000000005 -0.10924999999999999 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023814761271337494 0.0010944396222355964 -0.0010904152673714839 0.022996412280595388 leaf_weight=2.1093060137482089 6.1662263742800842 64.802692110895805 3.1098166730589583 leaf_count=115 248 1861 42 internal_value=0 -0.00181336 0.00846928 internal_weight=0 66.912 9.27604 internal_count=2266 1976 290 is_linear=0 shrinkage=0.0224292 Tree=8543 num_leaves=4 num_cat=0 split_feature=52 42 160 split_gain=1.64308 2.03623 1.91167 threshold=0.14114500000000005 -0.10924999999999999 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023426661298981327 0.0010699661377989631 -0.001065930921779417 0.022650838187250791 leaf_weight=2.0966175238081624 6.1662372299465442 64.804758038515502 3.0869983848824631 leaf_count=115 248 1861 42 internal_value=0 -0.00177318 0.00830144 internal_weight=0 66.9014 9.25324 internal_count=2266 1976 290 is_linear=0 shrinkage=0.0224292 Tree=8544 num_leaves=4 num_cat=0 split_feature=52 49 457 split_gain=1.85703 7.24593 1.62561 threshold=0.11614000000000001 0.082865000000000008 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021109614006273718 -0.00050498827536155186 0.00033428374659513158 4.0317631013284973e-05 leaf_weight=5.4121459586785923 5.4289841830068308 3.1178618211520188 59.111404253245382 leaf_count=160 276 79 1724 internal_value=0 -0.000198762 1.91732e-05 internal_weight=0 8.54685 64.5236 internal_count=2239 355 1884 is_linear=0 shrinkage=0.000439788 Tree=8545 num_leaves=4 num_cat=0 split_feature=52 49 457 split_gain=1.80771 7.32276 1.65252 threshold=0.11614000000000001 0.082865000000000008 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01102725999895963 -0.026068447790500767 0.01737631044374369 0.0019792205750479791 leaf_weight=5.3463670018409166 5.3147255082053544 3.0616360849762714 58.426749717041275 leaf_count=160 276 79 1724 internal_value=0 -0.0101856 0.000885859 internal_weight=0 8.37636 63.7731 internal_count=2239 355 1884 is_linear=0 shrinkage=0.0224292 Tree=8546 num_leaves=4 num_cat=0 split_feature=52 151 457 split_gain=1.70179 4.59492 1.52024 threshold=0.11614000000000001 -0.10093499999999998 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020424563255288375 0.00045206900491315797 -0.00035616331958373892 3.879700870303159e-05 leaf_weight=5.4170932199922381 1.6899118350556817 6.6781564497250638 59.023503658413574 leaf_count=160 14 341 1724 internal_value=0 -0.000192285 1.83116e-05 internal_weight=0 8.36807 64.4406 internal_count=2239 355 1884 is_linear=0 shrinkage=0.000439788 Tree=8547 num_leaves=4 num_cat=0 split_feature=52 49 457 split_gain=1.74052 7.0673 1.57796 threshold=0.11614000000000001 0.082865000000000008 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010777610329933933 -0.025742326982855984 0.017100502087843181 0.0019351158493179812 leaf_weight=5.343545008396176 5.2605379252299809 3.0429305507027493 58.429419860553026 leaf_count=160 276 79 1724 internal_value=0 -0.0100387 0.000867008 internal_weight=0 8.30347 63.773 internal_count=2239 355 1884 is_linear=0 shrinkage=0.0224292 Tree=8548 num_leaves=4 num_cat=0 split_feature=42 12 47 split_gain=2.38656 2.96172 1.62336 threshold=-1.0000000180025095e-35 0.045590000000000006 0.087235000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069188353977234316 0.0021037083171334854 -0.025451002463937233 -0.0077409635975627606 leaf_weight=4.4717650712555024 51.32752599421292 4.2329382749530851 10.061627074435817 leaf_count=99 1393 510 230 internal_value=0 -0.0120488 0.00048827 internal_weight=0 8.7047 61.3892 internal_count=2232 609 1623 is_linear=0 shrinkage=0.0224292 Tree=8549 num_leaves=4 num_cat=0 split_feature=42 12 47 split_gain=2.30063 2.89727 1.55148 threshold=-1.0000000180025095e-35 0.045590000000000006 0.087235000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067649820695216795 0.0020569809720850487 -0.02528736418971067 -0.0075671976822624873 leaf_weight=4.4713237341784389 51.316675983073765 4.1656598101208147 10.062248094007371 leaf_count=99 1393 510 230 internal_value=0 -0.0118742 0.000477364 internal_weight=0 8.63698 61.3789 internal_count=2232 609 1623 is_linear=0 shrinkage=0.0224292 Tree=8550 num_leaves=4 num_cat=0 split_feature=42 12 47 split_gain=2.10929 2.93209 1.50523 threshold=-1.0000000180025095e-35 0.045590000000000006 0.087235000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1755379710879632e-05 3.9567412504825304e-05 -0.00048770270386322483 -0.0001450013334558294 leaf_weight=4.5760197321505967 51.917625258778116 4.1598531575264133 10.210437188652575 leaf_count=99 1393 510 230 internal_value=0 -0.000221373 9.19923e-06 internal_weight=0 8.73587 62.1281 internal_count=2232 609 1623 is_linear=0 shrinkage=0.000439788 Tree=8551 num_leaves=4 num_cat=0 split_feature=42 12 47 split_gain=2.21377 2.83404 1.48191 threshold=-1.0000000180025095e-35 0.045590000000000006 0.087235000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066978263057438248 0.0020105283315759708 -0.025112487343855822 -0.0073939738013870772 leaf_weight=4.4729034392512386 51.317722690871051 4.1000201788701816 10.065898608299902 leaf_count=99 1393 510 230 internal_value=0 -0.011689 0.000466526 internal_weight=0 8.57292 61.3836 internal_count=2232 609 1623 is_linear=0 shrinkage=0.0224292 Tree=8552 num_leaves=4 num_cat=0 split_feature=12 13 457 split_gain=1.80003 3.10078 2.27523 threshold=0.092355000000000007 0.043560000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022661695871542 -0.00026536340837714158 0.00012835791153622612 8.3068432130554347e-05 leaf_weight=4.9848838362231609 9.6602034139577899 6.4297585575886833 55.339914191911703 leaf_count=167 469 211 1422 internal_value=0 -0.000108062 5.74143e-05 internal_weight=0 16.09 60.3248 internal_count=2269 680 1589 is_linear=0 shrinkage=0.000439788 Tree=8553 num_leaves=4 num_cat=0 split_feature=12 13 457 split_gain=1.79818 3.05144 2.27772 threshold=0.092355000000000007 0.043560000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01157467899994606 -0.013497624502226573 0.0065090268178716344 0.0042839986978885757 leaf_weight=4.9487584291946396 9.5672550900339939 6.3775575493546048 55.051885495456645 leaf_count=167 469 211 1422 internal_value=0 -0.00549721 0.00297273 internal_weight=0 15.9448 60.0006 internal_count=2269 680 1589 is_linear=0 shrinkage=0.0224292 Tree=8554 num_leaves=4 num_cat=0 split_feature=12 13 457 split_gain=1.79683 2.79495 2.16022 threshold=0.092355000000000007 0.043560000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021684407389048642 -0.00025512147368884528 0.00011804058746670483 8.3799484504322813e-05 leaf_weight=5.0225737196869877 9.6984310877905973 6.4499006881342202 55.694599957545506 leaf_count=167 469 211 1422 internal_value=0 -0.000106111 5.88697e-05 internal_weight=0 16.1483 60.7172 internal_count=2269 680 1589 is_linear=0 shrinkage=0.000439788 Tree=8555 num_leaves=4 num_cat=0 split_feature=12 13 457 split_gain=1.69964 2.9161 2.16259 threshold=0.092355000000000007 0.043560000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021884652699929937 -0.0002554052842190972 0.00012621108730177956 8.3043639870985418e-05 leaf_weight=4.9848258833062564 9.6506188314638184 6.4451510443886937 55.496984108267043 leaf_count=167 469 211 1422 internal_value=0 -0.000102628 5.81011e-05 internal_weight=0 16.0958 60.4818 internal_count=2269 680 1589 is_linear=0 shrinkage=0.000439788 Tree=8556 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.82405 2.42086 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024298660056093425 0.021597034785498848 -0.00055909432794298353 leaf_weight=1.5412889677245392 2.5503023145392936 72.020825702053116 leaf_count=26 47 2199 internal_value=0 0.00020397 internal_weight=0 74.5711 internal_count=2272 2246 is_linear=0 shrinkage=0.0224292 Tree=8557 num_leaves=3 num_cat=0 split_feature=1374 13 split_gain=1.75533 1.8251 threshold=0.087110000000000007 -0.53696499999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023588044460177971 -0.019162420681454642 0.00084390601732909493 leaf_weight=1.5525562012771832 2.3823695854953248 72.155002536382653 leaf_count=26 54 2192 internal_value=0 0.000323303 internal_weight=0 73.7076 internal_count=2272 2218 is_linear=0 shrinkage=0.0224292 Tree=8558 num_leaves=3 num_cat=0 split_feature=1374 41 split_gain=1.68607 1.74208 threshold=0.087110000000000007 0.078475000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011469566334740135 -0.018824629625939622 -0.013981421175064821 leaf_weight=69.682841553767958 2.3711964534886638 4.0327429348290016 leaf_count=2118 54 100 internal_value=0 0.000315926 internal_weight=0 73.7156 internal_count=2272 2218 is_linear=0 shrinkage=0.0224292 Tree=8559 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=1.62598 1.56223 threshold=0.076175000000000007 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7476861681288673e-05 -0.00035809458644321982 -0.00034592429795239589 leaf_weight=72.5022807902983 2.4306938549852921 2.3434664509841232 leaf_count=2144 76 52 internal_value=0 6.01323e-06 internal_weight=0 74.8457 internal_count=2272 2196 is_linear=0 shrinkage=0.000439788 Tree=8560 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=1.64102 2.27234 threshold=-0.50913499999999989 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015809649602577094 -0.026266662173572739 0.00033695476704110033 leaf_weight=3.3206744116760083 1.6339252791894967 70.539753823501087 leaf_count=43 49 2151 internal_value=0 -0.000272106 internal_weight=0 72.1737 internal_count=2243 2200 is_linear=0 shrinkage=0.0224292 Tree=8561 num_leaves=4 num_cat=0 split_feature=1213 15 1 split_gain=1.47396 1.6543 0.656222 threshold=-1.0000000180025095e-35 -0.0064449999999999985 0.078340000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047143458843708515 -4.786014242719833e-05 8.4141556038419064e-05 -7.0001264744635431e-05 leaf_weight=1.7046639175946432 36.793786088798697 36.621740623129881 1.4645068691315826 leaf_count=281 1092 792 78 internal_value=0 1.79908e-05 -0.000287458 internal_weight=0 73.4155 3.16917 internal_count=2243 1884 359 is_linear=0 shrinkage=0.000439788 Tree=8562 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.57375 2.23968 threshold=-0.50913499999999989 0.091160000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015525697435147362 0.0015712340862542758 -0.0087506127537738641 leaf_weight=3.3006220425013444 59.319878166324543 12.849870444850238 leaf_count=43 1682 518 internal_value=0 -0.000268405 internal_weight=0 72.1697 internal_count=2243 2200 is_linear=0 shrinkage=0.0224292 Tree=8563 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.51298 2.20838 threshold=-0.50913499999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015264886438807341 -0.017668313530246671 0.00062165185935886898 leaf_weight=3.2822563973750212 3.4706495879945569 68.690489598845943 leaf_count=43 117 2083 internal_value=0 -0.000262459 internal_weight=0 72.1611 internal_count=2243 2200 is_linear=0 shrinkage=0.0224292 Tree=8564 num_leaves=4 num_cat=0 split_feature=51 48 9 split_gain=2.28197 2.20331 1.99522 threshold=0.091805000000000012 0.091840000000000019 0.091600000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020532794847862613 -0.0013372368835486842 0.019690952326283439 0.017106278235467384 leaf_weight=59.346925904082127 4.5246399909779011 5.5949747790873516 2.8473198596329885 leaf_count=1957 160 89 45 internal_value=0 0.0103041 -0.00117115 internal_weight=0 10.1196 62.1942 internal_count=2251 249 2002 is_linear=0 shrinkage=0.0224292 Tree=8565 num_leaves=4 num_cat=0 split_feature=49 15 151 split_gain=1.6097 2.0785 1.98002 threshold=-0.057024999999999992 0.095175000000000023 -0.077429999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049088355074901986 0.0029276081605323686 -0.018881006194123882 -0.012655876199773385 leaf_weight=5.0092466605856307 55.953899108788391 2.2694540935917749 9.0211714230899798 leaf_count=118 1754 245 134 internal_value=0 0.00207163 -0.00638664 internal_weight=0 58.2234 14.0304 internal_count=2251 1999 252 is_linear=0 shrinkage=0.0224292 Tree=8566 num_leaves=4 num_cat=0 split_feature=51 48 9 split_gain=2.13024 2.16512 1.89923 threshold=0.091805000000000012 0.091840000000000019 0.091600000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7983356575957189e-05 -2.8922615729540042e-05 0.00037961514390366462 0.00032849186595107147 leaf_weight=59.919121625414391 4.553122022736714 5.5627502264542272 2.8468746842554529 leaf_count=1957 160 89 45 internal_value=0 0.000196025 -2.12663e-05 internal_weight=0 10.1159 62.766 internal_count=2251 249 2002 is_linear=0 shrinkage=0.000439788 Tree=8567 num_leaves=4 num_cat=0 split_feature=51 48 1375 split_gain=2.19527 2.14322 1.93409 threshold=0.091805000000000012 0.091840000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01834312699138976 -0.0013284848109241722 0.019463203809197378 -0.00024453677807103632 leaf_weight=3.1086814582231446 4.5223018891060729 5.5357709251766209 59.05043698107238 leaf_count=77 160 89 1925 internal_value=0 0.0101301 -0.00115503 internal_weight=0 10.0581 62.1591 internal_count=2251 249 2002 is_linear=0 shrinkage=0.0224292 Tree=8568 num_leaves=4 num_cat=0 split_feature=484 49 16 split_gain=2.27998 2.52886 0.603083 threshold=-0.0048499999999999993 -0.085074999999999998 -0.063609999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2135521524137391e-05 -0.00019417895663766636 6.2732110997724204e-05 -0.00043522352736851528 leaf_weight=1.6239189921725481 8.4771443395002262 57.985283414154765 2.5745224161710203 leaf_count=120 122 1773 249 internal_value=0 2.99173e-05 -0.000303538 internal_weight=0 66.4624 4.19844 internal_count=2264 1895 369 is_linear=0 shrinkage=0.000439788 Tree=8569 num_leaves=4 num_cat=0 split_feature=49 42 49 split_gain=2.19993 2.62206 1.27576 threshold=-0.083949999999999983 0.091695000000000013 -0.15562499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0679950941777446e-05 7.4306946777277389e-05 -0.00018770862603721344 -0.00036361660219670356 leaf_weight=4.4846351032610983 52.807265306965746 8.5695036808392597 4.408449697744798 leaf_count=55 1628 484 97 internal_value=0 3.7677e-05 -0.000196148 internal_weight=0 61.3768 8.89308 internal_count=2264 2112 152 is_linear=0 shrinkage=0.000439788 Tree=8570 num_leaves=4 num_cat=0 split_feature=49 42 49 split_gain=2.20079 2.62054 1.27607 threshold=-0.083949999999999983 0.091695000000000013 -0.15562499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001610640079692372 0.0037750546334203035 -0.0096409966432338366 -0.018641522045414596 leaf_weight=4.4672155798180029 52.458139992642373 8.4938717897784937 4.3750963011480035 leaf_count=55 1628 484 97 internal_value=0 0.00190305 -0.0100594 internal_weight=0 60.952 8.84231 internal_count=2264 2112 152 is_linear=0 shrinkage=0.0224292 Tree=8571 num_leaves=4 num_cat=0 split_feature=49 15 49 split_gain=2.10686 2.52272 1.22743 threshold=-0.083949999999999983 0.091545000000000015 -0.15562499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015744446586142538 0.002996898322835399 -0.016472113727368468 -0.018292260291693563 leaf_weight=4.4678458502748981 57.372307158934291 3.5367269859398212 4.3591756237074133 leaf_count=55 1786 326 97 internal_value=0 0.00186161 -0.00985211 internal_weight=0 60.909 8.82702 internal_count=2264 2112 152 is_linear=0 shrinkage=0.0224292 Tree=8572 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=3.04022 1.8737 threshold=0.093800000000000008 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025892326764482268 -0.023718179076198415 -0.010841658023069188 leaf_weight=68.208864398754486 2.4544289398363608 5.6399882205032545 leaf_count=1848 178 257 internal_value=0 0.00156095 internal_weight=0 73.8489 internal_count=2283 2105 is_linear=0 shrinkage=0.0224292 Tree=8573 num_leaves=3 num_cat=0 split_feature=403 124 split_gain=2.97397 1.86646 threshold=0.093800000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027859841253249652 -0.00046271812114020267 9.838590141541613e-06 leaf_weight=5.3698972225283788 2.4350906164036124 68.872673657435826 leaf_count=207 178 1898 internal_value=0 2.93444e-05 internal_weight=0 74.2426 internal_count=2283 2105 is_linear=0 shrinkage=0.000439788 Tree=8574 num_leaves=3 num_cat=0 split_feature=403 124 split_gain=2.97347 1.91103 threshold=0.093800000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027992746448714641 -0.00046078501300506535 9.486940589269644e-06 leaf_weight=5.4322676671654326 2.4555556403138317 69.305985780272295 leaf_count=207 178 1898 internal_value=0 2.92101e-05 internal_weight=0 74.7383 internal_count=2283 2105 is_linear=0 shrinkage=0.000439788 Tree=8575 num_leaves=3 num_cat=0 split_feature=403 124 split_gain=2.95263 1.79491 threshold=0.093800000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014090536735712639 -0.023606441703494754 0.00055094924221197954 leaf_weight=5.2879526403739865 2.4103034266190653 68.558154285940418 leaf_count=207 178 1898 internal_value=0 0.00152388 internal_weight=0 73.8461 internal_count=2283 2105 is_linear=0 shrinkage=0.0224292 Tree=8576 num_leaves=4 num_cat=0 split_feature=12 42 2 split_gain=2.77362 3.69224 3.39816 threshold=0.088115000000000013 0.10182000000000001 0.10467500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016014172049050676 0.00017001694565722998 -0.00038316349898341172 9.7489398917886897e-05 leaf_weight=26.218985333292494 24.510225087298753 2.56102381106757 15.888595840784545 leaf_count=912 849 188 300 internal_value=0 0.000117451 -6.29288e-05 internal_weight=0 27.0712 42.1076 internal_count=2249 1037 1212 is_linear=0 shrinkage=0.000439788 Tree=8577 num_leaves=4 num_cat=0 split_feature=12 42 2 split_gain=2.74709 3.71658 3.2649 threshold=0.088115000000000013 0.10182000000000001 0.10467500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016113087847445301 0.00016738855429652096 -0.00038559229938848848 9.2501122070389307e-05 leaf_weight=26.130302712668254 24.345690249017029 2.5837025740001982 15.700235819535008 leaf_count=912 849 188 300 internal_value=0 0.000114098 -6.59365e-05 internal_weight=0 26.9294 41.8305 internal_count=2249 1037 1212 is_linear=0 shrinkage=0.000439788 Tree=8578 num_leaves=4 num_cat=0 split_feature=12 42 2 split_gain=2.85629 3.73121 3.15021 threshold=0.088115000000000013 0.10182000000000001 0.10467500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.008211029537375342 0.0087007528225921324 -0.019692139900021836 0.0045483302355433537 leaf_weight=25.947590844562455 24.16346616479132 2.5584233118352122 15.556543071576014 leaf_count=912 849 188 300 internal_value=0 0.00597022 -0.00342868 internal_weight=0 26.7219 41.5041 internal_count=2249 1037 1212 is_linear=0 shrinkage=0.0224292 Tree=8579 num_leaves=4 num_cat=0 split_feature=12 42 2 split_gain=2.73416 3.58676 3.01486 threshold=0.088115000000000013 0.10182000000000001 0.10467500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080377922927363336 0.008513644908996287 -0.019455257839752806 0.0044548863630135931 leaf_weight=25.913115506814847 24.141313002413884 2.532024945208831 15.527346829228916 leaf_count=912 849 188 300 internal_value=0 0.00584662 -0.00335701 internal_weight=0 26.6733 41.4405 internal_count=2249 1037 1212 is_linear=0 shrinkage=0.0224292 Tree=8580 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=1.87762 2.27296 1.36125 threshold=-0.09194999999999999 0.10033500000000002 -0.13417999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4036709493619436e-05 -3.5395479243218307e-05 0.00034769613683380317 0.00023805245184990088 leaf_weight=4.2716987683961625 57.828914932808857 3.140071720845298 11.041124717543424 leaf_count=90 1820 137 234 internal_value=0 -1.55625e-05 0.000156605 internal_weight=0 60.969 15.3128 internal_count=2281 1957 324 is_linear=0 shrinkage=0.000439788 Tree=8581 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=1.80156 2.2651 1.36647 threshold=-0.09194999999999999 0.10033500000000002 -0.13417999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029485874972103145 -0.0018021919996980965 0.017743338924781707 0.012033316278031827 leaf_weight=4.2421413750780621 57.499736984485025 3.1268550598651919 10.935357903003021 leaf_count=90 1820 137 234 internal_value=0 -0.00078885 0.0078474 internal_weight=0 60.6266 15.1775 internal_count=2281 1957 324 is_linear=0 shrinkage=0.0224292 Tree=8582 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=1.72621 2.16976 1.31311 threshold=-0.09194999999999999 0.10033500000000002 -0.13417999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028799996399665796 -0.0017617925634632076 0.017389516093464608 0.011809345634442758 leaf_weight=4.2461634281899014 57.499449486429512 3.1193910562469673 10.893669370325368 leaf_count=90 1820 137 234 internal_value=0 -0.000771119 0.00769109 internal_weight=0 60.6188 15.1398 internal_count=2281 1957 324 is_linear=0 shrinkage=0.0224292 Tree=8583 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=1.65387 2.07827 1.26164 threshold=-0.09194999999999999 0.10033500000000002 -0.13417999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028130590243814015 -0.0017222969018991321 0.017041281782484669 0.01158825285775735 leaf_weight=4.2501111906385622 57.499226680496122 3.1122123255954639 10.853338095119396 leaf_count=90 1820 137 234 internal_value=0 -0.000753782 0.00753729 internal_weight=0 60.6114 15.1034 internal_count=2281 1957 324 is_linear=0 shrinkage=0.0224292 Tree=8584 num_leaves=4 num_cat=0 split_feature=52 2 160 split_gain=2.12314 3.6722 2.29319 threshold=-0.088204999999999992 0.10276500000000001 -0.091944999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016728569230981497 -0.011718294409444215 0.0069362016828183552 0.0036483693024625891 leaf_weight=8.5724366760341564 5.3958675929306983 5.3408756120188619 49.984504017964355 leaf_count=325 323 183 1438 internal_value=0 -0.00764736 0.00214763 internal_weight=0 13.9133 55.3804 internal_count=2269 508 1761 is_linear=0 shrinkage=0.0224292 Tree=8585 num_leaves=4 num_cat=0 split_feature=52 2 160 split_gain=2.00135 3.57739 2.23115 threshold=-0.088204999999999992 0.10276500000000001 -0.091944999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031947458952258069 -0.00022544183593807904 0.00013545544668831046 6.9931965974525553e-05 leaf_weight=8.6570858384566218 5.4632962059081356 5.4250549652388136 50.593292801930147 leaf_count=325 323 183 1438 internal_value=0 -0.00014427 4.10778e-05 internal_weight=0 14.0821 56.0566 internal_count=2269 508 1761 is_linear=0 shrinkage=0.000439788 Tree=8586 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=2.03461 3.53082 2.0101 threshold=-0.088204999999999992 0.10276500000000001 -0.081934999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016449592476298038 0.018283221673089527 0.0067950060197134394 0.00097105623538013756 leaf_weight=8.5205129679106886 3.5903876638767533 5.3313054130594528 51.761242758536355 leaf_count=325 64 183 1697 internal_value=0 -0.00750614 0.00209993 internal_weight=0 13.8518 55.3516 internal_count=2269 508 1761 is_linear=0 shrinkage=0.0224292 Tree=8587 num_leaves=4 num_cat=0 split_feature=16 160 48 split_gain=1.99524 3.604 1.49882 threshold=-0.0032799999999999995 0.098085000000000019 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0048822545962122731 -0.0083478849182571386 -0.016250457721071084 0.0055062303499962819 leaf_weight=41.924102069172932 17.670575304961861 4.4761738307024634 5.0353617003056561 leaf_count=1467 593 109 100 internal_value=0 0.00283776 -0.00527349 internal_weight=0 46.4003 22.7059 internal_count=2269 1576 693 is_linear=0 shrinkage=0.0224292 Tree=8588 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.9667 2.3557 threshold=-0.23051499999999997 -0.17035999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013030230656121678 0.0086409425486350146 -0.001416495880478425 leaf_weight=5.498378729025716 15.222763629772087 50.627795522001634 leaf_count=74 310 1870 internal_value=0 0.000910326 internal_weight=0 65.8506 internal_count=2254 2180 is_linear=0 shrinkage=0.0224292 Tree=8589 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.938 2.34361 threshold=-0.23051499999999997 -0.17035999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00025197590183936175 0.0001683631755853624 -2.7526227675061035e-05 leaf_weight=5.5642886301939134 15.349472407480787 51.039739307488162 leaf_count=74 310 1870 internal_value=0 1.77996e-05 internal_weight=0 66.3892 internal_count=2254 2180 is_linear=0 shrinkage=0.000439788 Tree=8590 num_leaves=4 num_cat=0 split_feature=1 1 48 split_gain=1.96214 3.51269 1.97585 threshold=0.094405000000000003 0.090670000000000014 -0.082444999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2364464147708791e-05 -0.00028783107065050102 -0.00044377875075852905 0.0001122926589791199 leaf_weight=36.729727094827467 2.5822974187321988 4.2517222616734207 29.056365224740148 leaf_count=1463 35 110 646 internal_value=0 -6.62714e-05 7.94813e-05 internal_weight=0 40.9814 31.6387 internal_count=2254 1573 681 is_linear=0 shrinkage=0.000439788 Tree=8591 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.8814 2.29631 threshold=-0.23051499999999997 -0.17035999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00024669872913261133 0.00016866957687425906 -2.5217604977849347e-05 leaf_weight=5.5414007953513638 15.347607075034828 51.095913688102428 leaf_count=74 310 1870 internal_value=0 1.96034e-05 internal_weight=0 66.4435 internal_count=2254 2180 is_linear=0 shrinkage=0.000439788 Tree=8592 num_leaves=4 num_cat=0 split_feature=1 403 49 split_gain=2.31248 2.22599 2.01136 threshold=1.0000000180025095e-35 0.03138500000000001 0.11250500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0079944959447258643 0.0015271455368109875 0.019210818936116515 0.01668890911202231 leaf_weight=19.59252252816032 46.017710429049203 3.8645722532091886 1.7966242659113039 leaf_count=1047 986 75 89 internal_value=0 0.00290399 -0.00590813 internal_weight=0 49.8823 21.3891 internal_count=2197 1061 1136 is_linear=0 shrinkage=0.0224292 Tree=8593 num_leaves=4 num_cat=0 split_feature=1 403 49 split_gain=2.14279 1.89439 1.87238 threshold=0.077765000000000015 0.03138500000000001 0.11250500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014505526065063763 3.366499334144732e-05 0.00036624195724537791 0.00032107286468885312 leaf_weight=20.322967808359866 46.155082155376022 3.5502217882785763 1.7976067600902741 leaf_count=1067 968 73 89 internal_value=0 5.75509e-05 -0.000106932 internal_weight=0 49.7053 22.1206 internal_count=2197 1041 1156 is_linear=0 shrinkage=0.000439788 Tree=8594 num_leaves=4 num_cat=0 split_feature=1 403 49 split_gain=2.28826 2.1164 1.86872 threshold=1.0000000180025095e-35 0.03138500000000001 0.11250500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015336459695605703 3.0887858317999721e-05 0.00036884694214414806 0.00031463464453657927 leaf_weight=19.729393597384846 46.410749676707383 3.8652302109985603 1.7829544681435425 leaf_count=1047 986 75 89 internal_value=0 5.70004e-05 -0.000114332 internal_weight=0 50.276 21.5123 internal_count=2197 1061 1136 is_linear=0 shrinkage=0.000439788 Tree=8595 num_leaves=4 num_cat=0 split_feature=1 403 49 split_gain=2.20912 2.13609 1.92282 threshold=1.0000000180025095e-35 0.03138500000000001 0.11250500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078157879410835195 0.0014945417071103588 0.018853221323147616 0.016362605194069582 leaf_weight=19.569113093012678 46.023166640595264 3.8472087878690209 1.789547027964544 leaf_count=1047 986 75 89 internal_value=0 0.00284037 -0.00577718 internal_weight=0 49.8704 21.3587 internal_count=2197 1061 1136 is_linear=0 shrinkage=0.0224292 Tree=8596 num_leaves=3 num_cat=0 split_feature=10 0 split_gain=1.80859 1.52363 threshold=-0.012544999999999999 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039931812151647637 -1.1272458722855106e-05 0.00013309445420184521 leaf_weight=2.6034664553371831 52.652802890334897 19.310030128915969 leaf_count=84 1803 375 internal_value=0 2.7491e-05 internal_weight=0 71.9628 internal_count=2262 2178 is_linear=0 shrinkage=0.000439788 Tree=8597 num_leaves=4 num_cat=0 split_feature=156 0 151 split_gain=1.4178 1.91435 1.58264 threshold=0.086945000000000008 -0.071784999999999988 0.086470000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020333911741896161 -0.01903087385168557 0.0044186923010478343 0.014783800186669459 leaf_weight=61.667929503379128 3.5601576868784832 3.4179741182451826 5.3019017304759464 leaf_count=1911 164 130 57 internal_value=0 -0.00756427 0.00304675 internal_weight=0 6.97813 66.9698 internal_count=2262 294 1968 is_linear=0 shrinkage=0.0224292 Tree=8598 num_leaves=3 num_cat=0 split_feature=10 0 split_gain=1.79522 1.45074 threshold=-0.012544999999999999 -0.060199999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020353871676630726 -0.00060484666350062079 0.0066109576058716165 leaf_weight=2.5679996659273447 52.174713694993443 19.145248991546396 leaf_count=84 1803 375 internal_value=0 0.00133343 internal_weight=0 71.32 internal_count=2262 2178 is_linear=0 shrinkage=0.0224292 Tree=8599 num_leaves=3 num_cat=0 split_feature=10 457 split_gain=1.7292 1.52694 threshold=-0.012544999999999999 0.083570000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039159641613464949 -1.6598683508651041e-07 0.00018076990315748804 leaf_weight=2.5805494912638087 61.283930674660951 10.559163686542886 leaf_count=84 2018 160 internal_value=0 2.64681e-05 internal_weight=0 71.8431 internal_count=2262 2178 is_linear=0 shrinkage=0.000439788 Tree=8600 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=1.65553 1.93611 threshold=0.25845500000000005 -0.108885 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013855654618823656 -0.0160986020124828 0.0022195783064263052 leaf_weight=3.9666383489138743 2.8234569324340546 69.387106235599276 leaf_count=266 74 1959 internal_value=0 0.00134692 internal_weight=0 73.3537 internal_count=2299 2225 is_linear=0 shrinkage=0.0224292 Tree=8601 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=1.58723 1.85837 threshold=0.25845500000000005 -0.108885 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013617752086306325 -0.015791273513469914 0.0021703104540831009 leaf_weight=3.9459827243945247 2.8143227488744733 69.371239249471273 leaf_count=266 74 1959 internal_value=0 0.00131726 internal_weight=0 73.3172 internal_count=2299 2225 is_linear=0 shrinkage=0.0224292 Tree=8602 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=1.52162 1.78353 threshold=0.25845500000000005 -0.108885 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013381690438802187 -0.015488301124426463 0.0021221221172454778 leaf_weight=3.9260903591075467 2.8054915361772137 69.355831831501291 leaf_count=266 74 1959 internal_value=0 0.00128823 internal_weight=0 73.2819 internal_count=2299 2225 is_linear=0 shrinkage=0.0224292 Tree=8603 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.47265 1.75229 threshold=0.086470000000000005 -0.11612499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025272511706293755 0.00022610970684016385 1.6717834043972954e-05 leaf_weight=5.0055139575852072 5.8914825829851898 65.815165535118467 leaf_count=69 84 2146 internal_value=0 -2.38902e-06 internal_weight=0 70.8207 internal_count=2299 2215 is_linear=0 shrinkage=0.000439788 Tree=8604 num_leaves=3 num_cat=0 split_feature=10 124 split_gain=1.50672 1.49901 threshold=-0.0026549999999999994 -0.087944999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015151767880942073 -0.017266748910485057 0.0011543035928306639 leaf_weight=3.7295670444727866 2.2767382104248091 69.389022725682935 leaf_count=116 51 2094 internal_value=0 0.000564645 internal_weight=0 71.6658 internal_count=2261 2145 is_linear=0 shrinkage=0.0224292 Tree=8605 num_leaves=3 num_cat=0 split_feature=1374 124 split_gain=1.49175 1.6085 threshold=0.087855000000000016 -0.087944999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016928431928939756 -0.016508392185585738 0.00241072975911156 leaf_weight=2.2127697784417242 2.2851194647373623 70.879477791123463 leaf_count=52 57 2152 internal_value=0 0.00182099 internal_weight=0 73.0922 internal_count=2261 2204 is_linear=0 shrinkage=0.0224292 Tree=8606 num_leaves=3 num_cat=0 split_feature=10 124 split_gain=1.44564 1.36378 threshold=-0.0026549999999999994 -0.087944999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01484160780940498 -0.016459092606077145 0.0010873653130150619 leaf_weight=3.713529177784948 2.2832660402309548 69.366144279144919 leaf_count=116 51 2094 internal_value=0 0.000523973 internal_weight=0 71.6494 internal_count=2261 2145 is_linear=0 shrinkage=0.0224292 Tree=8607 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=1.38855 1.33218 threshold=-0.0026549999999999994 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014572301993037339 -0.016542588524722873 0.0010601766705787769 leaf_weight=3.6978591522238267 2.2133003696799269 69.435155009566643 leaf_count=116 30 2115 internal_value=0 0.000512146 internal_weight=0 71.6485 internal_count=2261 2145 is_linear=0 shrinkage=0.0224292 Tree=8608 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=2.02998 2.80695 threshold=-0.40083999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02150411785352839 -0.0049216838334072794 0.0050737453021742155 leaf_weight=2.7344275688346888 45.954731473438187 20.390111240518308 leaf_count=235 1591 447 internal_value=0 -0.00184916 internal_weight=0 66.3448 internal_count=2273 2038 is_linear=0 shrinkage=0.0224292 Tree=8609 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=1.97913 2.68508 threshold=-0.40083999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021365299738164721 -0.0048136573429761031 0.0049693949041272239 leaf_weight=2.6910794223576877 45.932851244449921 20.352173848190432 leaf_count=235 1591 447 internal_value=0 -0.0018093 internal_weight=0 66.285 internal_count=2273 2038 is_linear=0 shrinkage=0.0224292 Tree=8610 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=1.92913 2.56843 threshold=-0.40083999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021224408625443978 -0.0047079172463986452 0.0048669695840326864 leaf_weight=2.6487893814737609 45.911801090358949 20.315220259231864 leaf_count=235 1591 447 internal_value=0 -0.00177025 internal_weight=0 66.227 internal_count=2273 2038 is_linear=0 shrinkage=0.0224292 Tree=8611 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=1.87998 2.45679 threshold=-0.40083999999999992 0.10439500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021081419798090417 -0.004604419943161255 0.0047664442651298667 leaf_weight=2.6075387861037589 45.891547597807858 20.279223165027361 leaf_count=235 1591 447 internal_value=0 -0.001732 internal_weight=0 66.1708 internal_count=2273 2038 is_linear=0 shrinkage=0.0224292 Tree=8612 num_leaves=3 num_cat=0 split_feature=157 41 split_gain=1.56235 1.61637 threshold=-0.084489999999999996 0.078475000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015581830396657486 0.0036589276550262526 -0.011002303855140753 leaf_weight=2.3760270044858762 67.324369507119627 3.9897848955606596 leaf_count=176 1959 111 internal_value=0 0.00283596 internal_weight=0 71.3142 internal_count=2246 2070 is_linear=0 shrinkage=0.0224292 Tree=8613 num_leaves=3 num_cat=0 split_feature=157 41 split_gain=1.50096 1.54648 threshold=-0.084489999999999996 0.078475000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015336109510117194 0.0035781791191124256 -0.010772637506267986 leaf_weight=2.3604345209032536 67.300274172297577 3.9839238906861274 leaf_count=176 1959 111 internal_value=0 0.00277347 internal_weight=0 71.2842 internal_count=2246 2070 is_linear=0 shrinkage=0.0224292 Tree=8614 num_leaves=3 num_cat=0 split_feature=157 41 split_gain=1.42582 1.49642 threshold=-0.084489999999999996 0.078475000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029204517258847048 6.916164506507774e-05 -0.00020604444641761908 leaf_weight=2.3655136000215853 67.728026194305585 4.0315962700115042 leaf_count=176 1959 111 internal_value=0 5.36493e-05 internal_weight=0 71.7596 internal_count=2246 2070 is_linear=0 shrinkage=0.000439788 Tree=8615 num_leaves=3 num_cat=0 split_feature=41 456 split_gain=1.49419 2.07425 threshold=0.078475000000000017 0.087485000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.402075085033163e-05 -0.00021409783412337948 -0.00033295585760268858 leaf_weight=67.586131856318389 4.0686937851114626 2.4935567793936562 leaf_count=2014 113 119 internal_value=0 5.94531e-05 internal_weight=0 70.0797 internal_count=2246 2133 is_linear=0 shrinkage=0.000439788 Tree=8616 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=1.84512 3.03515 threshold=-0.42890999999999996 0.41593000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004573148005617155 -1.0198476299101804e-05 0.00038993634749627748 leaf_weight=1.642015628253829 67.410154833105935 3.8582912902529634 leaf_count=208 2024 68 internal_value=0 1.15624e-05 internal_weight=0 71.2684 internal_count=2300 2092 is_linear=0 shrinkage=0.000439788 Tree=8617 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=1.83251 2.46894 threshold=0.056735000000000001 0.14000500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031625606318851855 -0.011332721143104203 0.024044386040701759 leaf_weight=62.847459725298904 6.4892563315515863 2.2672105622441441 leaf_count=2111 101 88 internal_value=0 0.00114925 internal_weight=0 65.1147 internal_count=2300 2199 is_linear=0 shrinkage=0.0224292 Tree=8618 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=1.79812 2.97028 threshold=-0.42890999999999996 0.41593000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02334062825175124 -0.0005576158197806531 0.019722674267849658 leaf_weight=1.6016570550846143 66.155297449739464 3.825075559270771 leaf_count=208 2024 68 internal_value=0 0.000555966 internal_weight=0 69.9804 internal_count=2300 2092 is_linear=0 shrinkage=0.0224292 Tree=8619 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=1.80359 2.80073 threshold=-0.42890999999999996 0.41593000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045775123636762307 -1.0028567269793291e-05 0.00037600713007588142 leaf_weight=1.6048703771530188 66.618256838578418 3.8256426379775794 leaf_count=208 2024 68 internal_value=0 1.10323e-05 internal_weight=0 70.4439 internal_count=2300 2092 is_linear=0 shrinkage=0.000439788 Tree=8620 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=1.47493 2.35994 threshold=-0.23083499999999998 -0.12851999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012470403689355973 0.0078942445376864543 -0.00071303637307050321 leaf_weight=3.6739499066788985 23.608092037760343 49.795800472668816 leaf_count=92 314 1884 internal_value=0 0.00205656 internal_weight=0 73.4039 internal_count=2290 2198 is_linear=0 shrinkage=0.0224292 Tree=8621 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=1.40791 2.32367 threshold=-0.23083499999999998 -0.17463499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012167637706280605 0.018274279583286576 0.0010321146148167821 leaf_weight=3.681305278067156 4.1501020165560467 69.189987468593699 leaf_count=92 156 2042 internal_value=0 0.0020123 internal_weight=0 73.3401 internal_count=2290 2198 is_linear=0 shrinkage=0.0224292 Tree=8622 num_leaves=4 num_cat=0 split_feature=156 50 52 split_gain=1.39639 1.3739 1.13423 threshold=0.091255000000000017 0.10647500000000001 -0.071604999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026528690656436259 -0.023774255178118275 -0.012419111861345217 0.00048733478117920619 leaf_weight=69.952313563437201 1.9471992466665144 3.1621804852507003 1.9104586107860075 leaf_count=1871 111 218 90 internal_value=0 0.00199794 -0.0118158 internal_weight=0 73.1145 3.85766 internal_count=2290 2089 201 is_linear=0 shrinkage=0.0224292 Tree=8623 num_leaves=4 num_cat=0 split_feature=1 3 49 split_gain=1.29176 2.83796 1.90249 threshold=0.10384000000000002 0.12406500000000002 -0.085949999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023579589210462126 0.00017863488604548847 -0.00019571313368852667 1.7587335457312373e-05 leaf_weight=6.5267019071034147 20.440092590186399 4.8276495893878737 46.045697526717049 leaf_count=94 393 134 1669 internal_value=0 0.000107018 -1.39436e-05 internal_weight=0 25.2677 52.5724 internal_count=2290 527 1763 is_linear=0 shrinkage=0.000439788 Tree=8624 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=2.1937 2.51192 0.951404 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022336684657996802 -0.01025234392589641 0.0040059095231809484 -0.00065987429689082439 leaf_weight=2.5978531884338727 6.8638359876167661 64.186227624645198 1.6696818380805778 leaf_count=408 347 1385 139 internal_value=0 0.0026261 -0.0138963 internal_weight=0 71.0501 4.26754 internal_count=2279 1732 547 is_linear=0 shrinkage=0.0224292 Tree=8625 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=2.11653 2.40319 0.939832 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022271959607180657 -0.010036929528147907 0.0039183404678008408 -0.0006452664351863979 leaf_weight=2.5475884392330945 6.8544128613002604 64.149716081075439 1.6696164213135487 leaf_count=408 347 1385 139 internal_value=0 0.00256883 -0.0137513 internal_weight=0 71.0041 4.2172 internal_count=2279 1732 547 is_linear=0 shrinkage=0.0224292 Tree=8626 num_leaves=4 num_cat=0 split_feature=403 156 2 split_gain=2.05932 1.80736 0.9484 threshold=-1.0000000180025095e-35 0.086765000000000023 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043497429771150245 7.1418233102361672e-05 -0.00018181542553929078 -9.715174045002029e-06 leaf_weight=2.5250592876418514 65.470316773061313 5.9278948578503323 1.6883015324310688 leaf_count=408 1448 284 139 internal_value=0 5.03503e-05 -0.000265385 internal_weight=0 71.3982 4.21336 internal_count=2279 1732 547 is_linear=0 shrinkage=0.000439788 Tree=8627 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=2.11894 2.29093 0.925094 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043546731734674386 -0.00018835556959980341 7.6039626203391951e-05 -1.7262202224097238e-05 leaf_weight=2.5475809463605392 7.0077123962209944 64.77031034459651 1.7037845494451174 leaf_count=408 347 1385 139 internal_value=0 5.01834e-05 -0.000268693 internal_weight=0 71.778 4.25137 internal_count=2279 1732 547 is_linear=0 shrinkage=0.000439788 Tree=8628 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.02878 1.95474 threshold=-1.0000000180025095e-35 -0.084169999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032740303755520518 -5.040626084124594e-05 9.103619255270173e-05 leaf_weight=4.2878164715948506 39.586825679019967 36.126467271652018 leaf_count=48 1053 1200 internal_value=0 1.70887e-05 internal_weight=0 75.7133 internal_count=2301 2253 is_linear=0 shrinkage=0.000439788 Tree=8629 num_leaves=3 num_cat=0 split_feature=457 16 split_gain=1.88068 1.71205 threshold=0.092360000000000012 -0.20174999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0058379700871122658 0.012781943020139609 0.0024778674162809111 leaf_weight=15.961028096238804 7.0273427112333584 56.437708555067729 leaf_count=320 98 1883 internal_value=0 0.000643502 internal_weight=0 72.3987 internal_count=2301 2203 is_linear=0 shrinkage=0.0224292 Tree=8630 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.9333 1.9686 threshold=-1.0000000180025095e-35 -0.084169999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032077196622271986 -5.1372088876238368e-05 9.0600764338980203e-05 leaf_weight=4.246262256812769 39.526129133937502 36.147992519403033 leaf_count=48 1053 1200 internal_value=0 1.64512e-05 internal_weight=0 75.6741 internal_count=2301 2253 is_linear=0 shrinkage=0.000439788 Tree=8631 num_leaves=3 num_cat=0 split_feature=1374 124 split_gain=1.99914 1.58798 threshold=-1.0000000180025095e-35 -0.087944999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032362861941308572 -0.00034471450102388062 2.5993536172675093e-05 leaf_weight=4.2624395237071431 2.2857789973204481 73.694982208623514 leaf_count=48 55 2198 internal_value=0 1.47575e-05 internal_weight=0 75.9808 internal_count=2301 2253 is_linear=0 shrinkage=0.000439788 Tree=8632 num_leaves=4 num_cat=0 split_feature=2 4 160 split_gain=2.03702 3.40512 1.85363 threshold=0.08826500000000001 -0.083954999999999988 0.092280000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020711509255096753 2.1883335497990338e-05 -0.00016085793894925199 0.00025739623229376085 leaf_weight=6.1184111346101444 35.038302349549667 23.444451927706723 7.9079422669692567 leaf_count=258 997 867 130 internal_value=0 -8.46167e-05 6.53448e-05 internal_weight=0 29.5629 42.9462 internal_count=2252 1125 1127 is_linear=0 shrinkage=0.000439788 Tree=8633 num_leaves=4 num_cat=0 split_feature=2 4 12 split_gain=2.15362 3.66634 1.91613 threshold=0.08826500000000001 -0.083954999999999988 -0.095849999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021351204771577722 -0.00041508062183465285 -0.00016773908686674505 8.310102170119854e-05 leaf_weight=6.1332454225776045 1.5305003868161282 23.570074214326269 41.308723621817535 leaf_count=258 67 867 1060 internal_value=0 -8.89304e-05 6.51257e-05 internal_weight=0 29.7033 42.8392 internal_count=2252 1125 1127 is_linear=0 shrinkage=0.000439788 Tree=8634 num_leaves=4 num_cat=0 split_feature=2 43 12 split_gain=1.93475 3.20425 1.97434 threshold=0.08826500000000001 -0.073314999999999991 -0.095849999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034403418676215883 -0.021879571263164772 -0.011406452463311212 0.0041796835873393039 leaf_weight=14.090445106392965 1.4983398591248249 15.168933821559675 40.686082907608579 leaf_count=486 67 639 1060 internal_value=0 -0.0042591 0.00324461 internal_weight=0 29.2594 42.1844 internal_count=2252 1125 1127 is_linear=0 shrinkage=0.0224292 Tree=8635 num_leaves=4 num_cat=0 split_feature=130 2 1 split_gain=1.90306 2.31067 1.31094 threshold=-1.0000000180025095e-35 -0.055814999999999997 0.081190000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027367383812985327 -0.015282551809346305 0.0021203447714523067 -0.0018241762677126986 leaf_weight=2.0313541136292761 4.0669500879630496 63.266712706788439 1.9992708084464537 leaf_count=136 80 1963 73 internal_value=0 0.00106518 -0.0147658 internal_weight=0 67.3337 4.03062 internal_count=2252 2043 209 is_linear=0 shrinkage=0.0224292 Tree=8636 num_leaves=4 num_cat=0 split_feature=3 12 150 split_gain=1.49815 2.31033 1.90474 threshold=0.086845000000000019 0.084045000000000022 0.092010000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007254792739885026 -0.01040158027889687 -0.0025633257853796528 0.0053080918042429977 leaf_weight=19.922515673702037 13.92009025755033 30.478415020933426 5.3680002906112341 leaf_count=466 208 1513 65 internal_value=0 0.00131886 -0.00602855 internal_weight=0 50.4009 19.2881 internal_count=2252 1979 273 is_linear=0 shrinkage=0.0224292 Tree=8637 num_leaves=4 num_cat=0 split_feature=3 12 150 split_gain=1.43182 2.24893 1.81858 threshold=0.086845000000000019 0.092355000000000007 0.092010000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041524601516896098 -0.010159588929085632 -0.0065514836200288125 0.0052015385528037025 leaf_weight=36.904228594632059 13.932314868186952 13.460781510350442 5.355630039543029 leaf_count=1306 208 673 65 internal_value=0 0.00129028 -0.00589338 internal_weight=0 50.365 19.2879 internal_count=2252 1979 273 is_linear=0 shrinkage=0.0224292 Tree=8638 num_leaves=3 num_cat=0 split_feature=376 1348 split_gain=1.4295 1.33459 threshold=0.088055000000000008 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019421526558154256 0.017052873381495422 0.013448823540150054 leaf_weight=64.494365193160775 2.1941261339597977 2.9455655186648064 leaf_count=2157 47 48 internal_value=0 -0.00126631 internal_weight=0 67.4399 internal_count=2252 2205 is_linear=0 shrinkage=0.0224292 Tree=8639 num_leaves=3 num_cat=0 split_feature=376 3 split_gain=1.38178 1.28707 threshold=0.088055000000000008 -0.15480499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0080917574477470961 0.016878167875168413 -0.0022666833202877397 leaf_weight=6.6811699729378224 2.1676141907264528 60.737853663072656 leaf_count=153 47 2052 internal_value=0 -0.00123817 internal_weight=0 67.419 internal_count=2252 2205 is_linear=0 shrinkage=0.0224292 Tree=8640 num_leaves=4 num_cat=0 split_feature=52 43 4 split_gain=2.30047 1.89132 1.86989 threshold=-0.047889999999999995 -0.15109999999999998 0.0055300000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6207335776754694e-05 0.00016854476520407886 -6.5402671488036298e-05 0.00028710026226478334 leaf_weight=17.474461178936512 7.9642495637508537 41.046431594013484 9.6764959477295616 leaf_count=531 135 1460 169 internal_value=0 -2.73353e-05 0.000132202 internal_weight=0 49.0107 27.151 internal_count=2295 1595 700 is_linear=0 shrinkage=0.000439788 Tree=8641 num_leaves=4 num_cat=0 split_feature=52 9 4 split_gain=2.30534 2.17824 1.85888 threshold=-0.047889999999999995 0.082870000000000013 0.0055300000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024547520610522116 -1.3675768366361981e-05 -0.018369000129078033 0.014747020158742567 leaf_weight=17.376989916287133 45.199683154704417 3.4855392825920708 9.6017752007828658 leaf_count=531 1545 50 169 internal_value=0 -0.00133448 0.00683692 internal_weight=0 48.6852 26.9788 internal_count=2295 1595 700 is_linear=0 shrinkage=0.0224292 Tree=8642 num_leaves=4 num_cat=0 split_feature=52 9 4 split_gain=2.14377 2.0574 1.82964 threshold=-0.047889999999999995 0.082870000000000013 0.0055300000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5706653692760796e-05 1.4648505500510502e-06 -0.00034755421388766732 0.00028447636547306715 leaf_weight=17.492877609498468 45.602210999069939 3.4996519747364792 9.6099906531089783 leaf_count=531 1545 50 169 internal_value=0 -2.35363e-05 0.000130509 internal_weight=0 49.1019 27.1029 internal_count=2295 1595 700 is_linear=0 shrinkage=0.000439788 Tree=8643 num_leaves=4 num_cat=0 split_feature=52 9 4 split_gain=2.22199 2.04666 1.85184 threshold=-0.047889999999999995 0.082870000000000013 0.0055300000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5719661363843404e-05 -9.0746093527815742e-07 -0.00034939898111267716 0.00028589504660647767 leaf_weight=17.502937326033138 45.443530389510215 3.4922485978604518 9.611688689219589 leaf_count=531 1545 50 169 internal_value=0 -2.59037e-05 0.000130999 internal_weight=0 48.9358 27.1146 internal_count=2295 1595 700 is_linear=0 shrinkage=0.000439788 Tree=8644 num_leaves=4 num_cat=0 split_feature=43 1 2 split_gain=2.14192 2.96919 1.78575 threshold=0.019175000000000001 0.091785000000000019 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077284835474069457 -0.0077454638832966886 0.0023811502961566889 0.01336036036451883 leaf_weight=26.80873946104839 2.6153534014265452 32.089455781808283 8.6374634278677132 leaf_count=1207 146 655 213 internal_value=0 -0.00222147 0.00845018 internal_weight=0 58.8982 11.2528 internal_count=2221 1862 359 is_linear=0 shrinkage=0.0224292 Tree=8645 num_leaves=4 num_cat=0 split_feature=43 1 2 split_gain=2.09636 2.86938 1.74473 threshold=0.019175000000000001 0.091785000000000019 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014593179497379694 -0.00014569702593062502 4.8099758239819823e-05 0.00026090653609858256 leaf_weight=26.972654327287728 2.6498569136565484 32.463942412454344 8.7159138665056144 leaf_count=1207 146 655 213 internal_value=0 -3.99714e-05 0.000166024 internal_weight=0 59.4366 11.3658 internal_count=2221 1862 359 is_linear=0 shrinkage=0.000439788 Tree=8646 num_leaves=4 num_cat=0 split_feature=43 1 2 split_gain=2.05367 2.84058 1.715 threshold=0.019175000000000001 0.091785000000000019 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075628333909480549 -0.0075843792226146659 0.0023304131006974273 0.013126986408204281 leaf_weight=26.766024491117605 2.6100295352844105 32.079491269092614 8.5955210258298376 leaf_count=1207 146 655 213 internal_value=0 -0.00217055 0.00829814 internal_weight=0 58.8455 11.2056 internal_count=2221 1862 359 is_linear=0 shrinkage=0.0224292 Tree=8647 num_leaves=4 num_cat=0 split_feature=43 1 2 split_gain=1.98774 2.87291 1.67897 threshold=0.019175000000000001 0.091785000000000019 0.088485000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014505725346233524 -0.00014660574090575185 4.8849822252333915e-05 0.00025433591511482703 leaf_weight=26.99760221262386 2.613589426764519 32.607836239421886 8.7199069125786064 leaf_count=1207 146 655 213 internal_value=0 -3.89965e-05 0.000161785 internal_weight=0 59.6054 11.3335 internal_count=2221 1862 359 is_linear=0 shrinkage=0.000439788 Tree=8648 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.50463 3.50239 1.84451 threshold=1.0000000180025095e-35 -0.10653 0.08592000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023087438908457538 1.4813993638609654e-05 -0.00027625994558933529 0.00036829211780587572 leaf_weight=3.3500482078088671 51.669318623637082 12.094381430855718 3.0033075352839651 leaf_count=34 1632 483 101 internal_value=0 -0.000166108 3.43532e-05 internal_weight=0 15.4444 54.6726 internal_count=2250 517 1733 is_linear=0 shrinkage=0.000439788 Tree=8649 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=2.52012 3.59099 1.96276 threshold=1.0000000180025095e-35 -0.10653 0.077765000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023447810368277351 -5.5424879836496197e-05 -0.00027630934897496018 0.00011165919252899017 leaf_weight=3.3914193415403124 24.892118945397215 12.153000062800855 29.928751819400986 leaf_count=34 1184 483 549 internal_value=0 -0.000164717 3.57996e-05 internal_weight=0 15.5444 54.8209 internal_count=2250 517 1733 is_linear=0 shrinkage=0.000439788 Tree=8650 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.47308 3.53067 1.81341 threshold=1.0000000180025095e-35 -0.10653 0.08592000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011830512094256632 0.0006825942761041503 -0.014199440846602041 0.018706962960131475 leaf_weight=3.3371923605591283 51.288718732763755 11.996499309505451 2.9517202352399172 leaf_count=34 1632 483 101 internal_value=0 -0.00852667 0.0016697 internal_weight=0 15.3337 54.2404 internal_count=2250 517 1733 is_linear=0 shrinkage=0.0224292 Tree=8651 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=2.32808 3.50424 1.91219 threshold=1.0000000180025095e-35 -0.10653 0.077765000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023387075639228586 -5.7770364715216508e-05 -0.00027121771544532872 0.00010722136146614706 leaf_weight=3.3854936810093923 24.898060278074809 12.115525148714367 29.860211734960103 leaf_count=34 1184 483 549 internal_value=0 -0.000160752 3.22072e-05 internal_weight=0 15.501 54.7583 internal_count=2250 517 1733 is_linear=0 shrinkage=0.000439788 Tree=8652 num_leaves=3 num_cat=0 split_feature=1186 51 split_gain=1.94773 1.83581 threshold=0.083980000000000013 -0.39981499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014369696796324861 0.016844511373707859 -0.0023075539787126638 leaf_weight=3.4854043559662378 3.0486573735033735 63.287437072783177 leaf_count=78 62 2081 internal_value=0 -0.00143318 internal_weight=0 66.7728 internal_count=2221 2159 is_linear=0 shrinkage=0.0224292 Tree=8653 num_leaves=3 num_cat=0 split_feature=1186 1348 split_gain=1.87146 1.76417 threshold=0.083980000000000013 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0020844094670888777 0.016564198720799769 0.01802247544403018 leaf_weight=64.521838156678768 3.031235424008627 2.2535311125193394 leaf_count=2112 62 47 internal_value=0 -0.00140089 internal_weight=0 66.7754 internal_count=2221 2159 is_linear=0 shrinkage=0.0224292 Tree=8654 num_leaves=3 num_cat=0 split_feature=1186 1348 split_gain=1.83444 1.70772 threshold=0.083980000000000013 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7134598235622058e-05 0.00032362251729522057 0.00035081391528592372 leaf_weight=65.260745936180228 3.0486860701566902 2.2519297686831115 leaf_count=2112 62 47 internal_value=0 -2.40988e-05 internal_weight=0 67.5127 internal_count=2221 2159 is_linear=0 shrinkage=0.000439788 Tree=8655 num_leaves=3 num_cat=0 split_feature=1186 1348 split_gain=1.82376 1.73639 threshold=0.083980000000000013 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8150514871413393e-05 0.00032192469028790482 0.00035061711384141916 leaf_weight=65.255025578949244 3.0460643295045875 2.2813591051963149 leaf_count=2112 62 47 internal_value=0 -2.49227e-05 internal_weight=0 67.5364 internal_count=2221 2159 is_linear=0 shrinkage=0.000439788 Tree=8656 num_leaves=4 num_cat=0 split_feature=0 474 4 split_gain=1.60841 2.18201 1.95455 threshold=-0.020899999999999998 0.084660000000000027 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027868385487272336 -0.0042744782216171508 0.011641497337246306 0.01391272089629683 leaf_weight=52.412969383718973 4.617438279776251 5.843604234240046 8.2890397696955898 leaf_count=1824 116 203 155 internal_value=0 -0.00133622 0.00740934 internal_weight=0 58.2566 12.9065 internal_count=2298 2027 271 is_linear=0 shrinkage=0.0224292 Tree=8657 num_leaves=4 num_cat=0 split_feature=0 474 4 split_gain=1.61812 2.05531 1.87893 threshold=-0.020899999999999998 0.084660000000000027 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2730261735549024e-05 -7.7433442983857416e-05 0.00022142384455944858 0.00027138848438426361 leaf_weight=52.690608875288035 4.6447205202130126 5.8600419801587114 8.3124124318619561 leaf_count=1824 116 203 155 internal_value=0 -2.52283e-05 0.000146417 internal_weight=0 58.5507 12.9571 internal_count=2298 2027 271 is_linear=0 shrinkage=0.000439788 Tree=8658 num_leaves=4 num_cat=0 split_feature=0 474 4 split_gain=1.57169 2.06785 1.90221 threshold=-0.020899999999999998 0.084660000000000027 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2396664021801091e-05 -8.104507335470593e-05 0.00022249655661236439 0.0002701485464182557 leaf_weight=52.731808859735793 4.6371640635479698 5.8640639881778034 8.3068360894721973 leaf_count=1824 116 203 155 internal_value=0 -2.48228e-05 0.0001444 internal_weight=0 58.5959 12.944 internal_count=2298 2027 271 is_linear=0 shrinkage=0.000439788 Tree=8659 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.57979 1.3698 threshold=-1.0000000180025095e-35 -0.098834999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012656392870286524 0.015422850590935509 0.00039133196932380446 leaf_weight=4.4533590472201459 3.1847997974255113 63.462883861358932 leaf_count=99 40 2159 internal_value=0 0.00111383 internal_weight=0 66.6477 internal_count=2298 2199 is_linear=0 shrinkage=0.0224292 Tree=8660 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=2.0367 2.24327 threshold=0.12879500000000002 0.096085000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053041240425296884 -0.015293911694232101 0.013392864638876708 leaf_weight=63.63956207273759 3.6198178927606923 7.621288097514479 leaf_count=2043 71 160 internal_value=0 0.00190926 internal_weight=0 71.2609 internal_count=2274 2203 is_linear=0 shrinkage=0.0224292 Tree=8661 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.94982 2.15751 threshold=0.12879500000000002 0.096085000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00051853212083226134 -0.014978402884571368 0.013161930223875804 leaf_weight=63.637997241911762 3.6136401190065035 7.5818561066298562 leaf_count=2043 71 160 internal_value=0 0.00186768 internal_weight=0 71.2199 internal_count=2274 2203 is_linear=0 shrinkage=0.0224292 Tree=8662 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=1.86173 1.81793 threshold=-0.012544999999999999 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037670031895111676 2.1850214216826568e-05 -0.00029905690661568017 leaf_weight=2.6991532183783411 69.03040285761017 3.5728559221997775 leaf_count=80 2126 68 internal_value=0 5.98369e-06 internal_weight=0 72.6033 internal_count=2274 2194 is_linear=0 shrinkage=0.000439788 Tree=8663 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=1.86079 1.77266 threshold=-0.012544999999999999 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037842114513143859 2.2836754550916885e-05 -0.00029395476922019424 leaf_weight=2.6897246319931574 69.120317307320875 3.5748833614302375 leaf_count=80 2126 68 internal_value=0 7.18502e-06 internal_weight=0 72.6952 internal_count=2274 2194 is_linear=0 shrinkage=0.000439788 Tree=8664 num_leaves=3 num_cat=0 split_feature=10 133 split_gain=1.4759 1.48989 threshold=-0.012544999999999999 -0.086279999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016806767465043806 0.0092637825604386277 -0.00044742135509768648 leaf_weight=3.0137850686769516 9.1255182244112785 60.705879443900812 leaf_count=91 337 1847 internal_value=0 0.000823817 internal_weight=0 69.8314 internal_count=2275 2184 is_linear=0 shrinkage=0.0224292 Tree=8665 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=1.45626 1.74278 threshold=0.062655000000000016 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023090051432426761 -0.00031391477026984849 1.4776244081840745e-05 leaf_weight=8.1306843576758165 2.3095777337243808 63.043348633943424 leaf_count=249 81 1945 internal_value=0 3.95209e-05 internal_weight=0 71.174 internal_count=2275 2194 is_linear=0 shrinkage=0.000439788 Tree=8666 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=1.44908 1.76393 threshold=0.062655000000000016 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011891610279825949 -0.016022678892725409 0.00075247743813492091 leaf_weight=8.0572637827194722 2.2917635422668345 62.490718343730805 leaf_count=249 81 1945 internal_value=0 0.00202755 internal_weight=0 70.548 internal_count=2275 2194 is_linear=0 shrinkage=0.0224292 Tree=8667 num_leaves=3 num_cat=0 split_feature=10 133 split_gain=1.40813 1.38997 threshold=-0.012544999999999999 -0.086279999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003199481725955692 0.00017424316956106908 -9.4085316652041398e-06 leaf_weight=3.0284261912129287 9.148883459627994 61.029041851217244 leaf_count=91 337 1847 internal_value=0 1.45745e-05 internal_weight=0 70.1779 internal_count=2275 2184 is_linear=0 shrinkage=0.000439788 Tree=8668 num_leaves=3 num_cat=0 split_feature=42 1456 split_gain=2.23352 1.86497 threshold=-0.11377999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021628960058575154 -0.018633510598963947 0.0023650187793217621 leaf_weight=2.1009720159509007 2.1754174829479771 70.076392063136154 leaf_count=128 202 1944 internal_value=0 0.00172802 internal_weight=0 72.2518 internal_count=2274 2146 is_linear=0 shrinkage=0.0224292 Tree=8669 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.14574 1.85841 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02126331428516991 0.024703995089590227 0.0011273019562927781 leaf_weight=2.0896251546882914 1.7040193263674144 70.508239354406214 leaf_count=128 17 2129 internal_value=0 0.00169003 internal_weight=0 72.2123 internal_count=2274 2146 is_linear=0 shrinkage=0.0224292 Tree=8670 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.06114 1.80331 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020900392063080416 0.02447337286965108 0.0011021119370352229 leaf_weight=2.0786844266804101 1.6819272476714093 70.502690876211091 leaf_count=128 17 2129 internal_value=0 0.001653 internal_weight=0 72.1846 internal_count=2274 2146 is_linear=0 shrinkage=0.0224292 Tree=8671 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.9796 1.7497 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020540296942627871 0.024243636318945223 0.0010774825856613626 leaf_weight=2.0681410789202337 1.6602108571678389 70.497296979680868 leaf_count=128 17 2129 internal_value=0 0.00161676 internal_weight=0 72.1575 internal_count=2274 2146 is_linear=0 shrinkage=0.0224292 Tree=8672 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.64845 4.11306 threshold=-0.15378499999999998 -0.053904999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012385242680554607 -0.013224885771664632 0.002374541627838993 leaf_weight=5.8872716578771351 9.9960430005703511 56.301115669708906 leaf_count=64 207 1984 internal_value=0 1.93867e-05 internal_weight=0 66.2972 internal_count=2255 2191 is_linear=0 shrinkage=0.0224292 Tree=8673 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.58344 3.9324 threshold=-0.15378499999999998 -0.053904999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012163596322014305 -0.012934141519194522 0.0023216416324142236 leaf_weight=5.8607488032430402 9.991976035282276 56.292934629689626 leaf_count=64 207 1984 internal_value=0 1.88792e-05 internal_weight=0 66.2849 internal_count=2255 2191 is_linear=0 shrinkage=0.0224292 Tree=8674 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=1.5683 1.81525 threshold=0.092360000000000012 -0.05307499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0076948957309943911 0.011878011307325999 0.0017822909963216371 leaf_weight=12.532369565167754 6.0701644488435695 53.506057507470814 leaf_count=237 87 1931 internal_value=0 -1.79355e-05 internal_weight=0 66.0384 internal_count=2255 2168 is_linear=0 shrinkage=0.0224292 Tree=8675 num_leaves=3 num_cat=0 split_feature=0 49 split_gain=1.56888 1.74031 threshold=0.17126500000000003 -0.14917999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023231791432856073 0.0003494495667586591 -1.4876824227860588e-05 leaf_weight=6.0090518122888161 2.6587087435473213 63.887732826460478 leaf_count=70 28 2157 internal_value=0 6.43222e-06 internal_weight=0 69.8968 internal_count=2255 2227 is_linear=0 shrinkage=0.000439788 Tree=8676 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=4.04219 3.5195 3.02904 threshold=0.094405000000000003 -0.17632999999999996 0.086845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027646775624222598 0.00024076211500973611 -0.00013880420424827806 -4.7992466810714674e-05 leaf_weight=4.4149013333790199 17.031422196789212 36.025089557101637 11.942377142277108 leaf_count=101 476 1476 198 internal_value=0 -9.33592e-05 0.00012179 internal_weight=0 40.44 28.9738 internal_count=2251 1577 674 is_linear=0 shrinkage=0.000439788 Tree=8677 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=4.30815 3.44729 2.96218 threshold=0.094405000000000003 -0.17632999999999996 0.086845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027104214909311013 0.00024221040950804618 -0.00014195719663649106 -4.294980378645961e-05 leaf_weight=4.3652997077078899 17.057921461791924 36.123835331189412 11.985689867080508 leaf_count=101 476 1476 198 internal_value=0 -9.73233e-05 0.00012458 internal_weight=0 40.4891 29.0436 internal_count=2251 1577 674 is_linear=0 shrinkage=0.000439788 Tree=8678 num_leaves=4 num_cat=0 split_feature=4 43 0 split_gain=3.51924 2.4695 1.34245 threshold=0.27467500000000006 -0.074459999999999985 -0.19190499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034178813298043186 -0.00093429117045440457 -0.0058551005868126308 0.018808866618523941 leaf_weight=23.843162861594919 2.4176196171174524 36.606913809613388 6.0798889782563474 leaf_count=824 40 1184 203 internal_value=0 -0.00219766 0.0132023 internal_weight=0 60.4501 8.49751 internal_count=2251 2008 243 is_linear=0 shrinkage=0.0224292 Tree=8679 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=4.0883 3.44153 3.04313 threshold=0.094405000000000003 -0.17632999999999996 0.086845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013881436719655062 0.012313904655101458 -0.0071928505441562589 -0.00252135388627075 leaf_weight=4.3559554389121322 16.804108118543812 35.840651031662219 11.850178974982553 leaf_count=101 476 1476 198 internal_value=0 -0.0049036 0.00618109 internal_weight=0 40.1966 28.6543 internal_count=2251 1577 674 is_linear=0 shrinkage=0.0224292 Tree=8680 num_leaves=3 num_cat=0 split_feature=14 453 split_gain=1.65473 1.67319 threshold=0.054835000000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.8025498915933395e-05 -0.00033018839011424384 -0.00027685725593917777 leaf_weight=68.190141009743002 2.3443706065513643 2.9944200918253037 leaf_count=2071 74 61 internal_value=0 4.3868e-05 internal_weight=0 71.1846 internal_count=2206 2132 is_linear=0 shrinkage=0.000439788 Tree=8681 num_leaves=3 num_cat=0 split_feature=14 453 split_gain=1.98053 1.71304 threshold=0.057600000000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029971557795902036 -0.019245662391732622 -0.014332890987709615 leaf_weight=67.626054848172771 2.2025489590901079 2.9777988121422814 leaf_count=2072 73 61 internal_value=0 0.00226256 internal_weight=0 70.6039 internal_count=2206 2133 is_linear=0 shrinkage=0.0224292 Tree=8682 num_leaves=3 num_cat=0 split_feature=14 453 split_gain=1.62239 1.63521 threshold=0.054835000000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028968392945011557 -0.016884295876989325 -0.014065264110751185 leaf_weight=67.488696564637848 2.3008733740502967 2.9668867820655569 leaf_count=2071 74 61 internal_value=0 0.00217895 internal_weight=0 70.4556 internal_count=2206 2132 is_linear=0 shrinkage=0.0224292 Tree=8683 num_leaves=4 num_cat=0 split_feature=52 13 158 split_gain=1.67296 3.04235 1.91359 threshold=-0.24600999999999998 0.17769000000000004 0.09031500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042200512722367776 6.4632408426735466e-05 0.00029345193093533519 -0.00030039421516292708 leaf_weight=3.7606871842472165 65.295159236764221 1.636104132820037 2.8823811599327192 leaf_count=242 1752 10 202 internal_value=0 -0.000204836 4.91202e-05 internal_weight=0 5.39679 68.1775 internal_count=2206 252 1954 is_linear=0 shrinkage=0.000439788 Tree=8684 num_leaves=4 num_cat=0 split_feature=42 160 457 split_gain=1.84235 3.52206 2.32247 threshold=0.083905000000000021 -1.0000000180025095e-35 -0.09521499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0162304026522971 -0.011323642145038282 0.0090697415972832516 -0.0040359560498252024 leaf_weight=3.0337675957707679 5.3542683732748655 20.574245489675377 41.756725156388029 leaf_count=29 431 617 1174 internal_value=0 0.00485325 -0.00265694 internal_weight=0 25.9285 44.7905 internal_count=2251 1048 1203 is_linear=0 shrinkage=0.0224292 Tree=8685 num_leaves=4 num_cat=0 split_feature=42 160 457 split_gain=1.74013 3.50146 2.19947 threshold=0.083905000000000021 -0.082244999999999985 -0.09521499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030882956108683595 -0.00033517452369769322 0.00015041018840954512 -7.818308989652823e-05 leaf_weight=3.0256594249512991 3.263031496832812 23.016516214909643 42.344237158266878 leaf_count=29 288 760 1174 internal_value=0 8.99174e-05 -5.22547e-05 internal_weight=0 26.2795 45.3699 internal_count=2251 1048 1203 is_linear=0 shrinkage=0.000439788 Tree=8686 num_leaves=4 num_cat=0 split_feature=3 1 52 split_gain=1.67365 3.82603 2.17665 threshold=0.10703500000000001 0.099325000000000011 0.0031350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2118625392756745e-05 -0.00030767457099811763 0.00020136810998685759 9.3956877101830191e-05 leaf_weight=42.615597929589967 6.9148388165413035 17.630536077638681 4.1735122081299778 leaf_count=1658 136 403 54 internal_value=0 2.9177e-05 -0.000156604 internal_weight=0 60.2461 11.0884 internal_count=2251 2061 190 is_linear=0 shrinkage=0.000439788 Tree=8687 num_leaves=4 num_cat=0 split_feature=3 1 52 split_gain=1.72702 3.8941 2.18023 threshold=0.10703500000000001 0.099325000000000011 0.0031350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1184653130942773e-05 -0.00030955809122457768 0.00020466480422614777 9.3097846890075314e-05 leaf_weight=42.487290817240591 6.892034155167492 17.610791322444129 4.1587827730509161 leaf_count=1658 136 403 54 internal_value=0 3.08997e-05 -0.000158126 internal_weight=0 60.0981 11.0508 internal_count=2251 2061 190 is_linear=0 shrinkage=0.000439788 Tree=8688 num_leaves=4 num_cat=0 split_feature=16 1 4 split_gain=2.85497 5.31815 1.95763 threshold=-0.0087549999999999989 1.0000000180025095e-35 0.071395000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018996639530297715 0.0022902754195385376 0.00031624896776341382 0.016694579731622597 leaf_weight=9.1519276795470414 23.23314617848337 32.919236566768404 5.948836819810821 leaf_count=797 707 723 83 internal_value=0 -0.00389168 0.00523563 internal_weight=0 42.0712 29.182 internal_count=2310 1520 790 is_linear=0 shrinkage=0.0224292 Tree=8689 num_leaves=4 num_cat=0 split_feature=16 1 4 split_gain=2.7109 5.1626 1.89678 threshold=-0.0087549999999999989 1.0000000180025095e-35 0.071395000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003656689954151973 4.4197899819490251e-05 7.4804388687010616e-06 0.00032221599111648792 leaf_weight=9.1343809310437774 23.398680875743597 33.110223189921726 5.9377128290361716 leaf_count=797 707 723 83 internal_value=0 -7.33329e-05 0.000100642 internal_weight=0 42.2446 29.3364 internal_count=2310 1520 790 is_linear=0 shrinkage=0.000439788 Tree=8690 num_leaves=4 num_cat=0 split_feature=16 1 4 split_gain=2.73105 5.13838 1.88854 threshold=-0.0087549999999999989 1.0000000180025095e-35 0.071395000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018744162605241688 0.0022386421156539577 0.00031042653860486469 0.016423051108532285 leaf_weight=9.0648168420252642 23.232396179975698 32.921517383426135 5.9102727668905564 leaf_count=797 707 723 83 internal_value=0 -0.00381009 0.00512418 internal_weight=0 41.9863 29.1427 internal_count=2310 1520 790 is_linear=0 shrinkage=0.0224292 Tree=8691 num_leaves=4 num_cat=0 split_feature=16 1 160 split_gain=2.62611 6.66529 1.6016 threshold=0.0049500000000000004 1.0000000180025095e-35 -0.064629999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019103864413301398 0.016231092390458026 0.0012219474469048919 0.002607810728923827 leaf_weight=10.254275484675416 5.918202963288425 38.642776774657023 16.186937219754327 leaf_count=916 135 808 451 internal_value=0 -0.0030464 0.00626603 internal_weight=0 48.8971 22.1051 internal_count=2310 1724 586 is_linear=0 shrinkage=0.0224292 Tree=8692 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.10639 2.4715 threshold=-0.24689499999999998 0.12172000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015106369725768369 0.00071760053033054487 -0.020708507070706324 leaf_weight=4.8189173950231625 59.573543820349414 2.8181922421499612 leaf_count=122 2121 45 internal_value=0 -0.00025624 internal_weight=0 62.3917 internal_count=2288 2166 is_linear=0 shrinkage=0.0224292 Tree=8693 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.03233 2.35608 threshold=-0.24689499999999998 0.12172000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014901527010925777 0.00070149993440433338 -0.020190865622824124 leaf_weight=4.7763376274524481 59.574427198391504 2.8260133684379971 leaf_count=122 2121 45 internal_value=0 -0.000250567 internal_weight=0 62.4004 internal_count=2288 2166 is_linear=0 shrinkage=0.0224292 Tree=8694 num_leaves=3 num_cat=0 split_feature=10 157 split_gain=1.59641 1.65533 threshold=-0.012544999999999999 -0.077234999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017292968760879671 0.0089106964370974789 -0.00137921646669007 leaf_weight=2.8131082618747305 9.1525884958127772 55.178516969347129 leaf_count=83 279 1926 internal_value=0 8.69707e-05 internal_weight=0 64.3311 internal_count=2288 2205 is_linear=0 shrinkage=0.0224292 Tree=8695 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.96664 2.24004 threshold=-0.24689499999999998 0.12172000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014704966423548618 0.00066522853268776913 -0.019684400670445044 leaf_weight=4.7322458278940749 59.549368598866295 2.8324447215418322 leaf_count=122 2121 45 internal_value=0 -0.000264485 internal_weight=0 62.3818 internal_count=2288 2166 is_linear=0 shrinkage=0.0224292 Tree=8696 num_leaves=4 num_cat=0 split_feature=0 1429 15 split_gain=1.64368 2.4786 1.00808 threshold=-0.020899999999999998 0.084690000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5410115013070733e-05 0.00029805533708776735 0.00026119705868066521 3.0848854115216792e-05 leaf_weight=56.897660237952778 3.8823729854029798 4.2728790291148462 9.1184806641540472 leaf_count=1893 83 117 180 internal_value=0 -6.1125e-05 0.000110963 internal_weight=0 61.1705 13.0009 internal_count=2273 2010 263 is_linear=0 shrinkage=0.000439788 Tree=8697 num_leaves=4 num_cat=0 split_feature=0 1429 15 split_gain=1.62178 2.473 1.00473 threshold=-0.020899999999999998 0.084690000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004409499043900731 0.015135811111984707 0.013376990420666772 0.0014774052086989123 leaf_weight=56.381638715940881 3.8607158181584955 4.2088761345803496 8.9980181695864285 leaf_count=1893 83 117 180 internal_value=0 -0.00317015 0.00559458 internal_weight=0 60.5905 12.8587 internal_count=2273 2010 263 is_linear=0 shrinkage=0.0224292 Tree=8698 num_leaves=4 num_cat=0 split_feature=15 2 16 split_gain=1.58014 2.56135 2.11661 threshold=-0.055344999999999998 0.089765000000000025 -0.51403499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013586635825970868 0.017487968956477778 -3.1499677930923134e-05 -0.00040492313282721094 leaf_weight=12.019193704313468 3.6006206924230346 16.798790766738875 40.964686291378257 leaf_count=371 69 529 1304 internal_value=0 -0.00569023 0.00104759 internal_weight=0 28.818 44.5653 internal_count=2273 900 1373 is_linear=0 shrinkage=0.0224292 Tree=8699 num_leaves=4 num_cat=0 split_feature=0 1429 15 split_gain=1.54519 2.36264 0.981464 threshold=-0.020899999999999998 0.084690000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004274412289114831 0.014974947563478199 0.013145747302453856 0.001440444713448548 leaf_weight=56.306494004823435 3.8330413845196736 4.1910059544534297 8.9917469898064137 leaf_count=1893 83 117 180 internal_value=0 -0.00306385 0.00550185 internal_weight=0 60.4975 12.8248 internal_count=2273 2010 263 is_linear=0 shrinkage=0.0224292 Tree=8700 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.37039 2.01653 1.20591 threshold=0.27066000000000007 0.11312500000000002 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029339334752021004 0.021408556057955878 0.010776065660448454 0.0044799289175779999 leaf_weight=55.428585035853757 3.3057542463720875 5.960282995227316 5.864659334620228 leaf_count=1918 73 91 188 internal_value=0 -0.00159988 0.0106142 internal_weight=0 61.3889 9.17041 internal_count=2270 2009 261 is_linear=0 shrinkage=0.0224292 Tree=8701 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.28502 1.96801 1.2126 threshold=0.27066000000000007 0.11312500000000002 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5190787219304899e-05 0.00041756848903938684 0.00020970395853778191 8.5343748622497136e-05 leaf_weight=56.005442184335834 3.3015806072326068 5.9873404925965579 5.9379746288741444 leaf_count=1918 73 91 188 internal_value=0 -2.95502e-05 0.000204674 internal_weight=0 61.9928 9.23956 internal_count=2270 2009 261 is_linear=0 shrinkage=0.000439788 Tree=8702 num_leaves=4 num_cat=0 split_feature=4 1348 49 split_gain=2.40696 1.90645 1.23428 threshold=0.27066000000000007 0.084620000000000015 0.12680500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4648567138977623e-05 0.00030186320810133459 0.00036659809632894736 -6.6593487308000407e-05 leaf_weight=59.961047990550924 6.9942572388044919 2.2435203262721179 2.3387601054855622 leaf_count=1968 235 41 26 internal_value=0 -2.97083e-05 0.000209584 internal_weight=0 62.2046 9.33302 internal_count=2270 2009 261 is_linear=0 shrinkage=0.000439788 Tree=8703 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.27958 1.92662 1.19 threshold=0.27066000000000007 0.11312500000000002 0.41555500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028632572774326438 0.021297567448943681 0.010548368423009583 0.0043868689925494163 leaf_weight=55.452918982193296 3.2496662041685322 5.9493637122868668 5.8594371838698862 leaf_count=1918 73 91 188 internal_value=0 -0.00156091 0.0104517 internal_weight=0 61.4023 9.1091 internal_count=2270 2009 261 is_linear=0 shrinkage=0.0224292 Tree=8704 num_leaves=4 num_cat=0 split_feature=42 1 49 split_gain=2.25503 2.71067 2.00968 threshold=0.09202500000000001 0.085995000000000016 -0.0058449999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004615461608565909 -0.026921007501816609 -0.0013041934761465512 0.0040739158753118681 leaf_weight=19.777099345785246 3.2873082016230892 5.5991232487285743 41.360857986630435 leaf_count=399 251 249 1379 internal_value=0 -0.0108179 0.00126249 internal_weight=0 8.88643 61.138 internal_count=2278 500 1778 is_linear=0 shrinkage=0.0224292 Tree=8705 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=2.19367 2.73766 1.91364 threshold=0.09202500000000001 -1.0000000180025095e-35 -0.069799999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013381668220018134 0.0001607171317939527 -0.00036604854198573781 6.2292806611674283e-05 leaf_weight=11.889204944171068 2.7205567714991048 6.3009869528177642 50.157725010867125 leaf_count=196 54 446 1582 internal_value=0 -0.000207192 2.46854e-05 internal_weight=0 9.02154 62.0469 internal_count=2278 500 1778 is_linear=0 shrinkage=0.000439788 Tree=8706 num_leaves=4 num_cat=0 split_feature=42 1 49 split_gain=2.16832 2.66389 1.93491 threshold=0.09202500000000001 0.085995000000000016 -0.069799999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006936352763789717 -0.026808807760052015 -0.0012708007893077419 0.003180853802428277 leaf_weight=11.757270968526425 3.2279438423083757 5.6017980592660024 49.395593257997234 leaf_count=196 251 249 1582 internal_value=0 -0.0106446 0.00123416 internal_weight=0 8.82974 61.1529 internal_count=2278 500 1778 is_linear=0 shrinkage=0.0224292 Tree=8707 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=2.08589 2.64764 1.85823 threshold=0.09202500000000001 -1.0000000180025095e-35 -0.0058449999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044437916114730422 0.0081779811007954267 -0.0185814864883805 0.0039106602202461996 leaf_weight=19.785638584935441 2.6564336829178501 6.115487866001784 41.357426082382062 leaf_count=399 54 446 1379 internal_value=0 -0.0104777 0.00120665 internal_weight=0 8.77192 61.1431 internal_count=2278 500 1778 is_linear=0 shrinkage=0.0224292 Tree=8708 num_leaves=3 num_cat=0 split_feature=157 484 split_gain=2.19455 1.70091 threshold=-0.083944999999999978 -0.082244999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039159800318056692 -0.00033903571324035101 3.7369211919027541e-05 leaf_weight=2.5165201126533239 2.3836618069508395 69.12413072361278 leaf_count=184 193 1885 internal_value=0 2.47349e-05 internal_weight=0 71.5078 internal_count=2262 2078 is_linear=0 shrinkage=0.000439788 Tree=8709 num_leaves=3 num_cat=0 split_feature=157 484 split_gain=2.08374 1.72527 threshold=-0.083944999999999978 -0.082244999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038807880797415517 -0.00034212836009584217 3.5936439855092449e-05 leaf_weight=2.4481940851221671 2.3979569777111456 68.48096121497997 leaf_count=184 193 1885 internal_value=0 2.30572e-05 internal_weight=0 70.8789 internal_count=2262 2078 is_linear=0 shrinkage=0.000439788 Tree=8710 num_leaves=3 num_cat=0 split_feature=157 484 split_gain=2.04505 1.67626 threshold=-0.083944999999999978 -0.082244999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038616089072867303 -0.00034380982538985091 3.241508372349919e-05 leaf_weight=2.4648769032382907 2.3508048581170433 68.409870386476769 leaf_count=184 193 1885 internal_value=0 1.98268e-05 internal_weight=0 70.7607 internal_count=2262 2078 is_linear=0 shrinkage=0.000439788 Tree=8711 num_leaves=3 num_cat=0 split_feature=157 151 split_gain=2.06802 1.72025 threshold=-0.083944999999999978 -0.0083949999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019835968223562546 -0.0061100435928739339 0.0028103576802265056 leaf_weight=2.4364098039766295 13.429451472058416 56.832342299812808 leaf_count=184 330 1748 internal_value=0 0.00110416 internal_weight=0 70.2618 internal_count=2262 2078 is_linear=0 shrinkage=0.0224292 Tree=8712 num_leaves=3 num_cat=0 split_feature=49 480 split_gain=2.31144 2.00283 threshold=-0.24986499999999998 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022258199430164331 0.002821409191098757 -0.018624367759970884 leaf_weight=1.9970841808244575 65.9650302082091 2.2470604083682693 leaf_count=23 2056 173 internal_value=0 0.00210992 internal_weight=0 68.2121 internal_count=2252 2229 is_linear=0 shrinkage=0.0224292 Tree=8713 num_leaves=3 num_cat=0 split_feature=49 480 split_gain=2.2578 2.06456 threshold=-0.24986499999999998 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043297627193842432 5.4284326248583275e-05 -0.00036915186938720168 leaf_weight=1.9893850474618364 66.362184645006209 2.2854997713948242 leaf_count=23 2056 173 internal_value=0 4.00881e-05 internal_weight=0 68.6477 internal_count=2252 2229 is_linear=0 shrinkage=0.000439788 Tree=8714 num_leaves=3 num_cat=0 split_feature=49 480 split_gain=2.22833 1.93151 threshold=-0.24986499999999998 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021980714557489487 0.0027578693003082462 -0.018404051792541027 leaf_weight=1.9769443452823896 65.955213894978215 2.2246662811812703 leaf_count=23 2056 173 internal_value=0 0.00206241 internal_weight=0 68.1799 internal_count=2252 2229 is_linear=0 shrinkage=0.0224292 Tree=8715 num_leaves=3 num_cat=0 split_feature=49 480 split_gain=2.16472 1.97051 threshold=-0.24986499999999998 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004249229405306688 5.579835306898839e-05 -0.00035918195854072447 leaf_weight=1.9561042403802265 66.671107120136639 2.2702403371640676 leaf_count=23 2056 173 internal_value=0 4.20374e-05 internal_weight=0 68.9413 internal_count=2252 2229 is_linear=0 shrinkage=0.000439788 Tree=8716 num_leaves=3 num_cat=0 split_feature=403 156 split_gain=2.82842 2.20401 threshold=0.096440000000000012 0.090100000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019629010791422873 -0.023743122519486959 -0.014840557401899197 leaf_weight=66.271044634642067 2.3908429257062371 4.1550986203526454 leaf_count=1924 167 217 internal_value=0 0.000967754 internal_weight=0 70.4261 internal_count=2308 2141 is_linear=0 shrinkage=0.0224292 Tree=8717 num_leaves=3 num_cat=0 split_feature=403 156 split_gain=2.74441 2.14225 threshold=0.096440000000000012 0.090100000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6612531820108582e-05 -0.00046139749487979627 -0.00028405473224908185 leaf_weight=67.192856071369761 2.3739404217776601 4.2674377842831737 leaf_count=1924 167 217 internal_value=0 1.73923e-05 internal_weight=0 71.4603 internal_count=2308 2141 is_linear=0 shrinkage=0.000439788 Tree=8718 num_leaves=3 num_cat=0 split_feature=403 156 split_gain=2.74935 2.10994 threshold=0.096440000000000012 0.090100000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019174323275346216 -0.0236289062083474 -0.014538509661212323 leaf_weight=66.275312692074522 2.3483348090157952 4.1469936076409786 leaf_count=1924 167 217 internal_value=0 0.000944705 internal_weight=0 70.4223 internal_count=2308 2141 is_linear=0 shrinkage=0.0224292 Tree=8719 num_leaves=3 num_cat=0 split_feature=403 156 split_gain=2.67383 2.02072 threshold=0.096440000000000012 0.090100000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018748128293445015 -0.023516703141057908 -0.014246911547033878 leaf_weight=66.262214574658628 2.3071730123847365 4.1374554722081021 leaf_count=1924 167 217 internal_value=0 0.000923718 internal_weight=0 70.3997 internal_count=2308 2141 is_linear=0 shrinkage=0.0224292 Tree=8720 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=1.99622 1.55614 threshold=-0.53696499999999991 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047529312590450558 1.1879183584517391e-05 0.00033399912591139912 leaf_weight=1.5543068291444786 68.710846025317551 3.0095478164439546 leaf_count=24 2034 156 internal_value=0 2.54813e-05 internal_weight=0 71.7204 internal_count=2214 2190 is_linear=0 shrinkage=0.000439788 Tree=8721 num_leaves=4 num_cat=0 split_feature=403 131 15 split_gain=1.71045 2.00556 1.55755 threshold=0.092660000000000006 0.10033500000000002 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001137938530989649 -0.0019221950842068841 0.017792342571157273 0.021608289027279213 leaf_weight=64.083473256350771 2.3404646792478152 2.9257158655418598 3.5492506796726957 leaf_count=1900 114 136 64 internal_value=0 -0.000306583 0.0122817 internal_weight=0 67.0092 5.88972 internal_count=2214 2036 178 is_linear=0 shrinkage=0.0224292 Tree=8722 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.03218 1.49408 threshold=-0.53696499999999991 -0.091959999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024624399523199357 -0.0060113868559734194 0.0027009955978953637 leaf_weight=1.541189197465427 11.8605421953971 59.480325137352793 leaf_count=24 342 1848 internal_value=0 0.00125133 internal_weight=0 71.3409 internal_count=2214 2190 is_linear=0 shrinkage=0.0224292 Tree=8723 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=1.8414 1.50295 threshold=-0.53696499999999991 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045361412737313209 1.0310948217518545e-05 0.00032577275004225579 leaf_weight=1.5793761251261447 69.388412937603789 3.030416773784963 leaf_count=24 2034 156 internal_value=0 2.35941e-05 internal_weight=0 72.4188 internal_count=2214 2190 is_linear=0 shrinkage=0.000439788 Tree=8724 num_leaves=3 num_cat=0 split_feature=16 39 split_gain=2.31087 2.11008 threshold=0.51477500000000009 0.085095000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7223494294042301e-05 -0.00047626096089617193 0.00025299778704426584 leaf_weight=61.614559301283407 2.1441414695327685 5.2397803441763235 leaf_count=1936 118 205 internal_value=0 -1.44114e-05 internal_weight=0 66.8543 internal_count=2259 2141 is_linear=0 shrinkage=0.000439788 Tree=8725 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=1.9242 2.4359 threshold=1.0000000180025095e-35 0.51477500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011249666067475151 -0.019316226933635862 -0.024232987313984117 leaf_weight=63.363068029465467 2.8926723828262757 2.1181658259120004 leaf_count=2087 54 118 internal_value=0 -0.000681856 internal_weight=0 65.4812 internal_count=2259 2205 is_linear=0 shrinkage=0.0224292 Tree=8726 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=1.9574 2.38495 threshold=1.0000000180025095e-35 0.51477500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7824997081271097e-06 -0.00037494189217918627 -0.0004659367667810343 leaf_weight=64.468471073770615 2.9574305090718545 2.1321850510867071 leaf_count=2087 54 118 internal_value=0 -1.04165e-05 internal_weight=0 66.6007 internal_count=2259 2205 is_linear=0 shrinkage=0.000439788 Tree=8727 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=1.86326 2.35903 threshold=1.0000000180025095e-35 0.51477500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0561501539369728e-06 -0.00037225258876774734 -0.00046532142777595717 leaf_weight=64.457282612559311 2.8969903285396859 2.1395976021231027 leaf_count=2087 54 118 internal_value=0 -1.30886e-05 internal_weight=0 66.5969 internal_count=2259 2205 is_linear=0 shrinkage=0.000439788 Tree=8728 num_leaves=4 num_cat=0 split_feature=124 457 12 split_gain=1.56102 1.55079 1.29338 threshold=-0.043384999999999993 -0.15747999999999998 -0.094384999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3278002586476089e-05 0.00032676634864234561 -5.0298219766810529e-05 0.00036024275350108736 leaf_weight=1.9567299324007761 2.1591597311198703 67.163973682941105 3.5812579744633686 leaf_count=52 22 2101 137 internal_value=0 -3.84673e-05 0.000203786 internal_weight=0 69.3231 5.53799 internal_count=2312 2123 189 is_linear=0 shrinkage=0.000439788 Tree=8729 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.61644 2.99336 1.99367 threshold=-0.08130999999999998 -0.071759999999999977 -0.074329999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014169660048400264 -0.027672904112114361 -0.0019726461174258397 -0.00070068161879738918 leaf_weight=6.8245338189444764 2.3679143170447778 50.922342775504148 13.444224798450248 leaf_count=108 47 1681 476 internal_value=0 -0.00312412 0.00431482 internal_weight=0 53.2903 20.2688 internal_count=2312 1728 584 is_linear=0 shrinkage=0.0224292 Tree=8730 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.54618 2.85432 1.91865 threshold=-0.08130999999999998 -0.071759999999999977 -0.074329999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013929323877504443 -0.026999023831463197 -0.001928290725586116 -0.00068500061142905892 leaf_weight=6.7873289378330837 2.3729988982086061 50.925660969014643 13.443989099985172 leaf_count=108 47 1681 476 internal_value=0 -0.00305377 0.00422641 internal_weight=0 53.2987 20.2313 internal_count=2312 1728 584 is_linear=0 shrinkage=0.0224292 Tree=8731 num_leaves=4 num_cat=0 split_feature=2 0 48 split_gain=1.49962 4.99392 1.53568 threshold=1.0000000180025095e-35 -0.077774999999999983 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017850232072022555 -0.016896867874169198 0.0059172108357337496 0.0015698972237892248 leaf_weight=9.4460903191356937 2.3468146468512705 8.3754719835724227 53.333944582093409 leaf_count=296 31 243 1742 internal_value=0 -0.00668604 0.000786041 internal_weight=0 17.8216 55.6808 internal_count=2312 539 1773 is_linear=0 shrinkage=0.0224292 Tree=8732 num_leaves=3 num_cat=0 split_feature=48 1374 split_gain=2.34145 2.61896 threshold=-0.026004999999999997 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023907373361200786 -0.0004859921027092108 -2.8057665446290366e-05 leaf_weight=6.0828326248611111 2.495230473810806 61.574220457935553 leaf_count=124 40 2071 internal_value=0 -4.60317e-05 internal_weight=0 64.0695 internal_count=2235 2111 is_linear=0 shrinkage=0.000439788 Tree=8733 num_leaves=3 num_cat=0 split_feature=48 1374 split_gain=2.24782 2.51374 threshold=-0.026004999999999997 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023615887066290219 -0.00047863961208860717 -2.7660630167038051e-05 leaf_weight=5.9855257525414336 2.4694219403318121 60.821604225525107 leaf_count=124 40 2071 internal_value=0 -4.53955e-05 internal_weight=0 63.291 internal_count=2235 2111 is_linear=0 shrinkage=0.000439788 Tree=8734 num_leaves=3 num_cat=0 split_feature=48 1374 split_gain=2.21723 2.51076 threshold=-0.026004999999999997 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012020171743579035 -0.024445708210786055 -0.0014077638779572894 leaf_weight=5.9205389572234699 2.4586602119961745 60.323000500495027 leaf_count=124 40 2071 internal_value=0 -0.00231713 internal_weight=0 62.7817 internal_count=2235 2111 is_linear=0 shrinkage=0.0224292 Tree=8735 num_leaves=3 num_cat=0 split_feature=48 133 split_gain=2.18708 2.47497 threshold=-0.026004999999999997 -0.085929999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023572926587132943 0.00017456149991797431 -7.6853451377430432e-05 leaf_weight=5.9884487128383617 8.7765806597003557 54.494294358541083 leaf_count=124 336 1775 internal_value=0 -4.19364e-05 internal_weight=0 63.2709 internal_count=2235 2111 is_linear=0 shrinkage=0.000439788 Tree=8736 num_leaves=4 num_cat=0 split_feature=483 52 13 split_gain=2.23182 1.99394 0.303222 threshold=0.088070000000000009 -0.5138299999999999 -0.073574999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045538192566822473 -0.00021159374507382779 4.4241908154450829e-05 -0.00050000009637510615 leaf_weight=1.5612385151489423 1.4380619082658088 69.145365437990677 1.4620406533194898 leaf_count=161 138 1888 70 internal_value=0 3.309e-05 -0.000359308 internal_weight=0 70.7066 2.9001 internal_count=2257 2049 208 is_linear=0 shrinkage=0.000439788 Tree=8737 num_leaves=3 num_cat=0 split_feature=483 52 split_gain=2.32341 2.00629 threshold=0.088070000000000009 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023247973952769261 -0.018883986234507256 0.0023293026852315118 leaf_weight=1.5596935748199019 2.8396666290846033 67.869144906257588 leaf_count=161 208 1888 internal_value=0 0.00174849 internal_weight=0 69.4288 internal_count=2257 2049 is_linear=0 shrinkage=0.0224292 Tree=8738 num_leaves=3 num_cat=0 split_feature=483 52 split_gain=2.21135 1.94202 threshold=0.088070000000000009 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045474098093216153 -0.00035758893818141005 4.5108676496545579e-05 leaf_weight=1.5178436059850344 2.8815629189957681 68.979368548655202 leaf_count=161 208 1888 internal_value=0 3.42264e-05 internal_weight=0 70.4972 internal_count=2257 2049 is_linear=0 shrinkage=0.000439788 Tree=8739 num_leaves=3 num_cat=0 split_feature=483 52 split_gain=2.23196 1.95201 threshold=0.088070000000000009 -0.5138299999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023217327744276692 -0.01857291431565505 0.002277158910316985 leaf_weight=1.52622481011167 2.8218964277220939 67.871849964699095 leaf_count=161 208 1888 internal_value=0 0.00171024 internal_weight=0 69.3981 internal_count=2257 2049 is_linear=0 shrinkage=0.0224292 Tree=8740 num_leaves=3 num_cat=0 split_feature=51 47 split_gain=2.68821 2.18371 threshold=0.12566000000000002 0.085505000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2405386710569631e-05 0.00033329926909450781 -0.00019250745310626786 leaf_weight=54.009338496028022 4.274923073419358 12.341206124445305 leaf_count=1879 117 260 internal_value=0 -2.57528e-05 internal_weight=0 66.3505 internal_count=2256 2139 is_linear=0 shrinkage=0.000439788 Tree=8741 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=2.62248 2.13216 threshold=0.12566000000000002 0.086470000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.0431975616966513e-05 0.00032941031439246858 0.00022947230738879439 leaf_weight=60.41494082417239 4.2542635131565012 5.7469597321760366 leaf_count=2060 117 79 internal_value=0 -2.60597e-05 internal_weight=0 66.1619 internal_count=2256 2139 is_linear=0 shrinkage=0.000439788 Tree=8742 num_leaves=3 num_cat=0 split_feature=51 47 split_gain=2.62712 2.16835 threshold=0.12566000000000002 0.085505000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00058244009867477466 0.016837130920869206 -0.0098695611274290176 leaf_weight=53.378493664238476 4.2241858487286654 12.263313393228598 leaf_count=1879 117 260 internal_value=0 -0.00137252 internal_weight=0 65.6418 internal_count=2256 2139 is_linear=0 shrinkage=0.0224292 Tree=8743 num_leaves=3 num_cat=0 split_feature=51 47 split_gain=2.53088 2.06835 threshold=0.12566000000000002 0.085505000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2282249116281584e-05 0.0003253500516450678 -0.00018738744069316017 leaf_weight=53.712092892213377 4.2247888627341572 12.319919507579469 leaf_count=1879 117 260 internal_value=0 -2.50145e-05 internal_weight=0 66.032 internal_count=2256 2139 is_linear=0 shrinkage=0.000439788 Tree=8744 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=3.01278 5.39582 4.32746 threshold=0.09518500000000002 0.017150000000000002 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023646611333486231 0.000129432905717722 0.00012346648607687211 -0.00036050601079962895 leaf_weight=24.805778361799867 27.058236705632229 11.911068218444596 3.9836436957120887 leaf_count=1284 601 317 99 internal_value=0 -0.000119699 6.63755e-05 internal_weight=0 36.7168 31.0419 internal_count=2301 1601 700 is_linear=0 shrinkage=0.000439788 Tree=8745 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=2.8747 5.38193 4.35447 threshold=0.09518500000000002 0.017150000000000002 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012060128308945869 0.0064535871968608377 0.0063147776731713005 -0.018666643985657146 leaf_weight=24.668661179877063 26.828906855918834 11.862090331681427 3.9683372472063629 leaf_count=1284 601 317 99 internal_value=0 -0.00609333 0.00320719 internal_weight=0 36.5308 30.7972 internal_count=2301 1601 700 is_linear=0 shrinkage=0.0224292 Tree=8746 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=3.22964 4.91591 4.10823 threshold=0.09518500000000002 0.017150000000000002 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023119909376435605 0.00013268399107597333 0.0001125765276139212 -0.0003429491636971549 leaf_weight=24.923824162865458 27.353826118800502 11.861788363874437 4.010863181014428 leaf_count=1284 601 317 99 internal_value=0 -0.000120345 7.16892e-05 internal_weight=0 36.7856 31.3647 internal_count=2301 1601 700 is_linear=0 shrinkage=0.000439788 Tree=8747 num_leaves=3 num_cat=0 split_feature=3 40 split_gain=2.80054 2.41035 threshold=0.13999000000000003 0.051255000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.004173720441816962 0.012688331806826724 0.018095938266948448 leaf_weight=58.562718373931375 6.084886678683687 2.5328563356197256 leaf_count=2127 130 44 internal_value=0 -0.00324512 internal_weight=0 61.0956 internal_count=2301 2171 is_linear=0 shrinkage=0.0224292 Tree=8748 num_leaves=3 num_cat=0 split_feature=48 39 split_gain=1.70278 1.73452 threshold=-0.095559999999999992 0.10226500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018177102087094804 0.0023022350464965507 -0.018368853980190558 leaf_weight=2.2288708667038 66.017465704452206 2.0883198816482027 leaf_count=38 2143 82 internal_value=0 0.00166343 internal_weight=0 68.1058 internal_count=2263 2225 is_linear=0 shrinkage=0.0224292 Tree=8749 num_leaves=3 num_cat=0 split_feature=48 39 split_gain=1.61482 1.61217 threshold=-0.095559999999999992 0.10226500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034270554373288706 4.5707808209436735e-05 -0.00033994772476702954 leaf_weight=2.2588764001848167 66.915523755963022 2.1453741710865861 leaf_count=38 2143 82 internal_value=0 3.36368e-05 internal_weight=0 69.0609 internal_count=2263 2225 is_linear=0 shrinkage=0.000439788 Tree=8750 num_leaves=3 num_cat=0 split_feature=48 39 split_gain=1.62618 1.65339 threshold=-0.095559999999999992 0.10226500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017759466469690139 0.0022516080933006211 -0.017906967600395354 leaf_weight=2.2294461956480509 66.022226118856452 2.0933442395253214 leaf_count=38 2143 82 internal_value=0 0.00162725 internal_weight=0 68.1156 internal_count=2263 2225 is_linear=0 shrinkage=0.0224292 Tree=8751 num_leaves=3 num_cat=0 split_feature=48 39 split_gain=1.55448 1.57815 threshold=-0.095559999999999992 0.10226500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01736275696272651 0.002201531242199403 -0.017474543930788039 leaf_weight=2.2296720989979795 66.010059761879802 2.0974577429333285 leaf_count=38 2143 82 internal_value=0 0.00159085 internal_weight=0 68.1075 internal_count=2263 2225 is_linear=0 shrinkage=0.0224292 Tree=8752 num_leaves=4 num_cat=0 split_feature=52 3 12 split_gain=2.44507 2.49126 2.30766 threshold=-0.013374999999999998 -0.10432499999999999 -0.016169999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017677376763358624 0.0058202713833546398 -0.0073123887665829885 0.0013295543103638149 leaf_weight=5.2268710889693493 9.4542883400008559 31.215543691854691 25.28424471719336 leaf_count=144 164 1291 689 internal_value=0 -0.00425821 0.00413941 internal_weight=0 40.6698 30.5111 internal_count=2288 1455 833 is_linear=0 shrinkage=0.0224292 Tree=8753 num_leaves=4 num_cat=0 split_feature=52 3 12 split_gain=2.27308 2.48184 2.25174 threshold=-0.013374999999999998 -0.10432499999999999 -0.016169999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033941736424132911 0.00011519531267202258 -0.00013973094674177283 2.3630253410539673e-05 leaf_weight=5.2472262799165064 9.6188646556493023 31.633270525591797 25.605083704274875 leaf_count=144 164 1291 689 internal_value=0 -8.02633e-05 7.75146e-05 internal_weight=0 41.2521 30.8523 internal_count=2288 1455 833 is_linear=0 shrinkage=0.000439788 Tree=8754 num_leaves=4 num_cat=0 split_feature=52 3 2 split_gain=2.33693 2.3829 1.7628 threshold=-0.013374999999999998 -0.10432499999999999 0.10251500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004229883907679755 0.0057020564647411471 -0.0071502916232195199 0.012071278699396419 leaf_weight=20.98588929862763 9.4394254333456029 31.200162148997151 9.4740709089710418 leaf_count=546 164 1291 287 internal_value=0 -0.00416378 0.00405129 internal_weight=0 40.6396 30.46 internal_count=2288 1455 833 is_linear=0 shrinkage=0.0224292 Tree=8755 num_leaves=4 num_cat=0 split_feature=52 3 12 split_gain=2.23645 2.27934 2.24175 threshold=-0.013374999999999998 -0.10432499999999999 -0.016169999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017426870953133305 0.0055849051107259651 -0.006995084964772514 0.0012128305070476224 leaf_weight=5.149186745547925 9.4218726577983016 31.177788905110901 25.257032212277409 leaf_count=144 164 1291 689 internal_value=0 -0.00407442 0.00396783 internal_weight=0 40.5997 30.4062 internal_count=2288 1455 833 is_linear=0 shrinkage=0.0224292 Tree=8756 num_leaves=3 num_cat=0 split_feature=41 12 split_gain=1.9734 1.92791 threshold=0.078475000000000017 -0.094939999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032426658702100481 -0.00027799754985654554 4.7313122485921741e-05 leaf_weight=2.7970969704438167 4.1935919492407256 65.898014587550733 leaf_count=100 107 2018 internal_value=0 3.20974e-05 internal_weight=0 68.6951 internal_count=2225 2118 is_linear=0 shrinkage=0.000439788 Tree=8757 num_leaves=3 num_cat=0 split_feature=41 12 split_gain=1.95097 2.02108 threshold=0.078475000000000017 -0.094939999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017184115368827 -0.014267016046721245 0.0023516553053639466 leaf_weight=2.758660015584609 4.1424132882457334 65.166121720568299 leaf_count=100 107 2018 internal_value=0 0.00155363 internal_weight=0 67.9248 internal_count=2225 2118 is_linear=0 shrinkage=0.0224292 Tree=8758 num_leaves=3 num_cat=0 split_feature=133 41 split_gain=1.93668 1.67541 threshold=0.10599500000000002 0.078475000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021851052605906572 -0.018342487724875685 -0.012986509867387487 leaf_weight=65.594709271629654 2.5906587311492322 3.8592222247007149 leaf_count=1829 299 97 internal_value=0 0.00133875 internal_weight=0 69.4539 internal_count=2225 1926 is_linear=0 shrinkage=0.0224292 Tree=8759 num_leaves=3 num_cat=0 split_feature=133 15 split_gain=1.8695 1.68813 threshold=0.10599500000000002 0.18621500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.644225490505543e-06 -0.00035311351828807539 0.00031327555062601268 leaf_weight=66.121366351474535 2.591973243517713 3.7230369048193088 leaf_count=1901 299 25 internal_value=0 2.59104e-05 internal_weight=0 69.8444 internal_count=2225 1926 is_linear=0 shrinkage=0.000439788 Tree=8760 num_leaves=4 num_cat=0 split_feature=157 14 3 split_gain=1.38256 2.07807 1.68382 threshold=-0.077384999999999995 -0.10708499999999999 -0.065599999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049122483311930315 -0.016622465902284941 0.0014738399193780409 0.017391084934617523 leaf_weight=2.4632254721034315 3.3507154321632688 60.603612884244285 5.4468261908623381 leaf_count=195 82 1889 65 internal_value=0 0.000521055 0.0104506 internal_weight=0 63.9543 7.91005 internal_count=2231 1971 260 is_linear=0 shrinkage=0.0224292 Tree=8761 num_leaves=4 num_cat=0 split_feature=157 14 12 split_gain=1.33055 1.98594 1.63254 threshold=-0.077384999999999995 -0.10708499999999999 0.079705000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016754269267705763 -0.016247635608439979 0.0014408843700308069 -0.0057617272300929893 leaf_weight=5.6019989868145776 3.3515598709054748 60.599826896574996 2.2646270405552968 leaf_count=65 82 1889 195 internal_value=0 0.000509293 0.0102742 internal_weight=0 63.9514 7.86663 internal_count=2231 1971 260 is_linear=0 shrinkage=0.0224292 Tree=8762 num_leaves=4 num_cat=0 split_feature=157 159 12 split_gain=1.26071 1.9685 1.58411 threshold=-0.077384999999999995 0.09678500000000001 0.079705000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003220400667378751 3.0404530871337208e-05 -0.0002807315636063132 -0.00011134850567032424 leaf_weight=5.5927287465383406 60.164777383780802 4.1888994598830314 2.2884069307172012 leaf_count=65 1755 216 195 internal_value=0 1.00749e-05 0.000196234 internal_weight=0 64.3537 7.88114 internal_count=2231 1971 260 is_linear=0 shrinkage=0.000439788 Tree=8763 num_leaves=4 num_cat=0 split_feature=157 14 12 split_gain=1.23455 1.93835 1.58038 threshold=-0.077384999999999995 -0.10708499999999999 0.079705000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031971066833461656 -0.00031342399484320658 2.749872560315206e-05 -0.00011299587218623166 leaf_weight=5.5825552805690668 3.3860659514502904 61.148716078847883 2.2925405342259637 leaf_count=65 82 1889 195 internal_value=0 9.5235e-06 0.000193776 internal_weight=0 64.5348 7.8751 internal_count=2231 1971 260 is_linear=0 shrinkage=0.000439788 Tree=8764 num_leaves=3 num_cat=0 split_feature=1 0 split_gain=1.95133 2.03337 threshold=0.13604000000000002 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011192599961750208 0.015468192711480179 0.020854191407817871 leaf_weight=65.172488318180513 4.116051606306427 2.1706748551496267 leaf_count=2099 130 28 internal_value=0 -0.000405279 internal_weight=0 67.3432 internal_count=2257 2127 is_linear=0 shrinkage=0.0224292 Tree=8765 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=1.92346 2.01736 threshold=-0.15747999999999998 0.14000500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041743871746210401 -1.9540775162144941e-05 0.0003179263722460704 leaf_weight=2.1596574975410467 66.486116532137657 3.5931739169282073 leaf_count=23 2149 85 internal_value=0 -2.15595e-06 internal_weight=0 70.0793 internal_count=2257 2234 is_linear=0 shrinkage=0.000439788 Tree=8766 num_leaves=3 num_cat=0 split_feature=1 0 split_gain=1.91843 2.00076 threshold=0.13604000000000002 0.17126500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0875243664066784e-05 0.00029970253317637859 0.00040664599073780995 leaf_weight=65.752334998547212 4.1652938974657436 2.1685667103247388 leaf_count=2099 130 28 internal_value=0 -7.11498e-06 internal_weight=0 67.9209 internal_count=2257 2127 is_linear=0 shrinkage=0.000439788 Tree=8767 num_leaves=3 num_cat=0 split_feature=1 457 split_gain=1.99289 2.00289 threshold=0.13604000000000002 -0.15747999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041395402941330069 0.00030494498324625988 -2.095212059209021e-05 leaf_weight=2.0945266974158576 4.1726952589560815 66.074133108584647 leaf_count=20 130 2107 internal_value=0 -7.47718e-06 internal_weight=0 68.1687 internal_count=2257 2127 is_linear=0 shrinkage=0.000439788 Tree=8768 num_leaves=4 num_cat=0 split_feature=403 11 403 split_gain=2.04379 1.69468 1.06424 threshold=0.092660000000000006 0.088215000000000002 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026719381512792695 0.023465505862057607 -0.018010040831303233 0.004318598990905342 leaf_weight=62.236632568127789 2.7436550433176299 2.6420921237395296 3.1206903968068218 leaf_count=2001 27 76 154 internal_value=0 -0.000482199 0.0133236 internal_weight=0 64.8787 5.86435 internal_count=2258 2077 181 is_linear=0 shrinkage=0.0224292 Tree=8769 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=2.01808 2.24247 threshold=0.17769000000000004 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046672034153861467 -0.012802486505957006 0.015478253501032458 leaf_weight=60.08907471670409 5.1781497199144715 5.4421870348087387 leaf_count=1966 128 164 internal_value=0 0.00171753 internal_weight=0 65.5313 internal_count=2258 2130 is_linear=0 shrinkage=0.0224292 Tree=8770 num_leaves=3 num_cat=0 split_feature=13 148 split_gain=1.96119 2.06267 threshold=0.17769000000000004 -0.08224999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040295191818887256 -0.00024534959580355841 4.7595211669791748e-05 leaf_weight=2.0083293943007439 5.2331817598242187 64.274202843237163 leaf_count=48 128 2082 internal_value=0 3.38317e-05 internal_weight=0 66.2825 internal_count=2258 2130 is_linear=0 shrinkage=0.000439788 Tree=8771 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=1.93017 2.14368 threshold=0.17769000000000004 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045740649715863662 -0.012528467289936909 0.015141965544217137 leaf_weight=60.10113132133506 5.1719978643786808 5.4360806038439469 leaf_count=1966 128 164 internal_value=0 0.00167949 internal_weight=0 65.5372 internal_count=2258 2130 is_linear=0 shrinkage=0.0224292 Tree=8772 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=2.19846 3.01204 1.43195 threshold=-0.16726499999999997 -0.49071999999999993 0.22564000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027869763716475765 -0.023866907123861407 -0.00017323093645241476 0.021503057683310484 leaf_weight=4.6914177823618939 2.8048987395450231 61.051512799308057 3.6517089250846766 leaf_count=131 120 2018 30 internal_value=0 -0.0012208 0.0110092 internal_weight=0 63.8564 8.34313 internal_count=2299 2138 161 is_linear=0 shrinkage=0.0224292 Tree=8773 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=2.11196 2.90142 1.11062 threshold=-0.16726499999999997 -0.49071999999999993 0.16014500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033924322481991309 -0.023502547471909011 -0.00016934518169082726 0.019882860960683618 leaf_weight=4.5755795858849506 2.785019375383853 61.05205113123111 3.7243597242195392 leaf_count=128 120 2018 33 internal_value=0 -0.00119403 0.0108207 internal_weight=0 63.8371 8.29994 internal_count=2299 2138 161 is_linear=0 shrinkage=0.0224292 Tree=8774 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=2.02757 2.79417 1.24491 threshold=-0.16726499999999997 -0.49071999999999993 0.21983500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029202707498678314 -0.023138313784329279 -0.00016554679308753085 0.020457262308298273 leaf_weight=4.6447677581072622 2.7659297955106004 61.052578492688781 3.6176286318950588 leaf_count=130 120 2018 31 internal_value=0 -0.00116782 0.0106282 internal_weight=0 63.8185 8.2624 internal_count=2299 2138 161 is_linear=0 shrinkage=0.0224292 Tree=8775 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=1.95089 2.65559 1.16383 threshold=-0.16726499999999997 -0.49071999999999993 0.21983500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9416021737611495e-05 -0.00044264778889036488 -4.0795745952609515e-06 0.00039082700421157982 leaf_weight=4.7533610022228441 2.7713226170744738 62.09108409461578 3.5948777252924629 leaf_count=130 120 2018 31 internal_value=0 -2.29427e-05 0.000202693 internal_weight=0 64.8624 8.34824 internal_count=2299 2138 161 is_linear=0 shrinkage=0.000439788 Tree=8776 num_leaves=4 num_cat=0 split_feature=16 16 14 split_gain=1.67052 2.44702 2.14165 threshold=0.017150000000000002 0.066010000000000013 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022479169784623939 0.017488700026906664 0.00017605629042186587 -0.0019079865655742018 leaf_weight=2.6719689778656166 5.3922980085935732 17.042166091252511 47.354990998512221 leaf_count=55 124 434 1624 internal_value=0 0.00434862 -0.00301486 internal_weight=0 22.4345 50.027 internal_count=2237 558 1679 is_linear=0 shrinkage=0.0224292 Tree=8777 num_leaves=4 num_cat=0 split_feature=16 16 1 split_gain=1.56756 2.34024 1.87861 threshold=0.017150000000000002 0.066010000000000013 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001310559850780305 0.0003308123764924887 8.9751948424580114e-09 4.0070526242688194e-05 leaf_weight=29.772600638616268 5.4146562791065689 17.322181817287856 21.251133364179623 leaf_count=1230 124 434 449 internal_value=0 7.89995e-05 -5.97943e-05 internal_weight=0 22.7368 51.0237 internal_count=2237 558 1679 is_linear=0 shrinkage=0.000439788 Tree=8778 num_leaves=4 num_cat=0 split_feature=16 16 14 split_gain=1.55692 2.34359 2.06814 threshold=0.017150000000000002 0.066010000000000013 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043006354106588562 0.00033381589802059522 3.1610417381052454e-06 -3.4840577797205567e-05 leaf_weight=2.6857209871450314 5.4383131461181646 17.253426218953791 48.226419069705571 leaf_count=55 124 434 1624 internal_value=0 8.262e-05 -5.58428e-05 internal_weight=0 22.6917 50.9121 internal_count=2237 558 1679 is_linear=0 shrinkage=0.000439788 Tree=8779 num_leaves=4 num_cat=0 split_feature=16 16 14 split_gain=1.5945 2.35881 2.0607 threshold=0.017150000000000002 0.066010000000000013 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022095361722270064 0.017214901757970087 0.00016850764230367645 -0.0018637299744287911 leaf_weight=2.6569807645792016 5.3508179280706853 17.051371427501181 47.391255691901051 leaf_count=55 124 434 1624 internal_value=0 0.00425127 -0.00294581 internal_weight=0 22.4022 50.0482 internal_count=2237 558 1679 is_linear=0 shrinkage=0.0224292 Tree=8780 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=2.56451 2.70878 2.53009 threshold=-0.082894999999999983 -0.086434999999999984 -0.088899999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025630468463003851 -0.026683716076788214 0.025721487916067234 -0.0023876797597357688 leaf_weight=17.03539973271177 2.2438333532772949 2.9683897125250942 45.88991889255567 leaf_count=463 36 133 1594 internal_value=0 0.00602081 -0.00353041 internal_weight=0 20.0038 48.1338 internal_count=2226 596 1630 is_linear=0 shrinkage=0.0224292 Tree=8781 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=2.49025 2.57874 2.42199 threshold=-0.082894999999999983 -0.086434999999999984 -0.088899999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0661531103798596e-05 -0.00050818044052496102 0.00049220360221473899 -4.5499908910207507e-05 leaf_weight=17.392797865130891 2.276861017860937 2.9816368128604145 46.812663215701377 leaf_count=463 36 133 1594 internal_value=0 0.000115678 -6.71491e-05 internal_weight=0 20.3744 49.0895 internal_count=2226 596 1630 is_linear=0 shrinkage=0.000439788 Tree=8782 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=2.45161 2.60979 2.42986 threshold=-0.082894999999999983 -0.086434999999999984 -0.088899999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025064671420515919 -0.02618711679753281 0.025297915437779307 -0.0023326917820668297 leaf_weight=17.039211639276122 2.2349387841531998 2.9497847052862189 45.910323867919942 leaf_count=463 36 133 1594 internal_value=0 0.00589074 -0.00344997 internal_weight=0 19.989 48.1453 internal_count=2226 596 1630 is_linear=0 shrinkage=0.0224292 Tree=8783 num_leaves=3 num_cat=0 split_feature=48 2 split_gain=1.87799 1.88312 threshold=-0.089609999999999981 -0.080194999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037029796208806439 -0.00033115800297775841 1.9729879326278966e-05 leaf_weight=2.6923024958232409 3.0855688490228195 62.695592556770634 leaf_count=48 80 2098 internal_value=0 3.17962e-06 internal_weight=0 65.7812 internal_count=2226 2178 is_linear=0 shrinkage=0.000439788 Tree=8784 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.12371 2.4885 2.38555 threshold=0.093630000000000005 0.082865000000000008 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016766389841473546 -0.015951731998863891 0.011051360910992345 0.012956730019981521 leaf_weight=53.501458840733449 8.9965288081912131 2.1063155707670367 6.2407870644765344 leaf_count=1493 390 90 292 internal_value=0 -0.0108188 -0.000144359 internal_weight=0 11.1028 59.7422 internal_count=2265 480 1785 is_linear=0 shrinkage=0.0224292 Tree=8785 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.15855 2.29315 2.23267 threshold=0.093630000000000005 0.082865000000000008 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1282251706950011e-05 -0.00030689766129990913 0.0001971743668789009 0.00024469725587809697 leaf_weight=54.097357277773426 9.1835855578028696 2.1401739109533073 6.3140961120861894 leaf_count=1493 390 90 292 internal_value=0 -0.000211457 -2.36917e-06 internal_weight=0 11.3238 60.4115 internal_count=2265 480 1785 is_linear=0 shrinkage=0.000439788 Tree=8786 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=1.95965 2.45739 2.21696 threshold=0.093630000000000005 0.082865000000000008 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9717296431850566e-05 -0.00029966847861762064 0.00021744772501223282 0.00024546161584943627 leaf_weight=54.200784783573454 9.1754517145964183 2.1886127477273467 6.303844524167288 leaf_count=1493 390 90 292 internal_value=0 -0.000199879 -9.78621e-07 internal_weight=0 11.3641 60.5046 internal_count=2265 480 1785 is_linear=0 shrinkage=0.000439788 Tree=8787 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.01839 2.35016 2.22975 threshold=0.093630000000000005 0.082865000000000008 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1851764232585185e-05 -0.00030302208174922188 0.00020642622903175011 0.00024458418536147612 leaf_weight=54.288356511748134 9.1251895126570144 2.1519639902953704 6.2789867030442101 leaf_count=1493 390 90 292 internal_value=0 -0.000205622 -3.12574e-06 internal_weight=0 11.2772 60.5673 internal_count=2265 480 1785 is_linear=0 shrinkage=0.000439788 Tree=8788 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.4506 1.69325 threshold=-0.087944999999999982 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017646744668067656 0.01609727067500084 0.00011081664105619656 leaf_weight=2.1675705904744964 3.4872796425952393 67.443654078258078 leaf_count=51 142 2051 internal_value=0 0.000900902 internal_weight=0 70.9309 internal_count=2244 2193 is_linear=0 shrinkage=0.0224292 Tree=8789 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.34175 1.65228 threshold=-0.087944999999999982 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033011448141344221 0.00030982710450694876 1.1329122785232498e-06 leaf_weight=2.2108243808943362 3.5075986546471531 68.345962931527538 leaf_count=51 142 2051 internal_value=0 1.62804e-05 internal_weight=0 71.8536 internal_count=2244 2193 is_linear=0 shrinkage=0.000439788 Tree=8790 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.35109 1.67707 threshold=-0.087944999999999982 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032816066495011827 0.00031410750258523845 4.4828158422756721e-06 leaf_weight=2.2056518529316227 3.5409343008068381 68.250764979634369 leaf_count=51 142 2051 internal_value=0 1.98337e-05 internal_weight=0 71.7917 internal_count=2244 2193 is_linear=0 shrinkage=0.000439788 Tree=8791 num_leaves=4 num_cat=0 split_feature=133 15 42 split_gain=1.28366 2.47631 1.78111 threshold=-0.086279999999999982 -0.05332499999999999 -0.10924999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002348139902487098 -0.00043209206581042771 0.00029521225865925265 -3.4546032832871061e-06 leaf_weight=2.2678347082410255 1.9134469660166349 6.7070600716488098 62.975479938460012 leaf_count=145 115 194 1790 internal_value=0 0.000161068 -1.62177e-05 internal_weight=0 8.97489 64.8889 internal_count=2244 339 1905 is_linear=0 shrinkage=0.000439788 Tree=8792 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.82956 2.48197 threshold=-0.47365999999999991 0.12406500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017569155505219727 0.0010429252752777399 -0.015644039291604753 leaf_weight=3.0371350178902494 61.031489347313936 4.8203963161213315 leaf_count=67 2142 101 internal_value=0 -0.00018275 internal_weight=0 65.8519 internal_count=2310 2243 is_linear=0 shrinkage=0.0224292 Tree=8793 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.8345 2.29779 threshold=-0.47365999999999991 0.12406500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034329059612208784 1.7519184982736942e-05 -0.00029564425074015619 leaf_weight=3.0313204819358353 61.650690748290572 4.8719768528244449 leaf_count=67 2142 101 internal_value=0 -5.49447e-06 internal_weight=0 66.5227 internal_count=2310 2243 is_linear=0 shrinkage=0.000439788 Tree=8794 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.77046 2.36454 threshold=-0.47365999999999991 0.12406500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017379920426227713 0.0010167035110544011 -0.015255156947662156 leaf_weight=3.0016280686140808 61.041843342057064 4.8303462255280456 leaf_count=67 2142 101 internal_value=0 -0.000180571 internal_weight=0 65.8722 internal_count=2310 2243 is_linear=0 shrinkage=0.0224292 Tree=8795 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.71292 2.25594 threshold=-0.47365999999999991 0.12406500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017191450544886411 0.00099393290336999068 -0.01488604766552826 leaf_weight=2.9670745760158743 61.040262659274049 4.8394599015591657 leaf_count=67 2142 101 internal_value=0 -0.000176569 internal_weight=0 65.8797 internal_count=2310 2243 is_linear=0 shrinkage=0.0224292 Tree=8796 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.92744 2.09657 threshold=-0.28286499999999998 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023062725475614668 0.021235072548073559 -0.00057584613153503685 leaf_weight=1.8279620478269851 2.2751678496133527 65.919269698259541 leaf_count=50 15 2190 internal_value=0 0.00015757 internal_weight=0 68.1944 internal_count=2255 2205 is_linear=0 shrinkage=0.0224292 Tree=8797 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=1.86853 2.09721 threshold=-0.28286499999999998 -0.083134999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044676660100635354 9.0939065630606152e-05 -6.3918224553880949e-05 leaf_weight=1.8136538418557382 29.823023154026487 39.027835931181471 leaf_count=50 796 1409 internal_value=0 3.16544e-06 internal_weight=0 68.8509 internal_count=2255 2205 is_linear=0 shrinkage=0.000439788 Tree=8798 num_leaves=3 num_cat=0 split_feature=484 12 split_gain=1.85885 1.97719 threshold=-0.082244999999999985 0.097825000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041723817074541884 -3.0069248037759294e-05 0.00016948595250873707 leaf_weight=2.075252691658533 57.339699778706745 11.515002435690802 leaf_count=208 1713 334 internal_value=0 3.34134e-06 internal_weight=0 68.8547 internal_count=2255 2047 is_linear=0 shrinkage=0.000439788 Tree=8799 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.87152 2.1178 threshold=-0.28286499999999998 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004474630771081565 0.00041661417951248636 -1.0999023328387967e-05 leaf_weight=1.8092921175839354 2.2986692846752694 66.854427523226605 leaf_count=50 15 2190 internal_value=0 3.32602e-06 internal_weight=0 69.1531 internal_count=2255 2205 is_linear=0 shrinkage=0.000439788 Tree=8800 num_leaves=4 num_cat=0 split_feature=1 4 14 split_gain=2.6359 2.54274 1.60728 threshold=0.079805000000000015 -0.082084999999999977 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0948650068606028e-05 -0.00017553304393896105 -0.00022617400218650656 0.00011220272789108768 leaf_weight=11.222886520426984 4.0927454244811079 12.700190967831984 43.463078520182989 leaf_count=334 105 886 946 internal_value=0 -9.15367e-05 8.73791e-05 internal_weight=0 23.9231 47.5558 internal_count=2271 1220 1051 is_linear=0 shrinkage=0.000439788 Tree=8801 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.61864 2.45171 1.93387 threshold=0.079805000000000015 -0.082084999999999977 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029424595550870333 0.0066392351774647064 -0.011511941064546559 -0.004846017542848113 leaf_weight=11.095798417660264 37.849076629227284 12.580532419280642 9.1442638893749955 leaf_count=334 870 886 181 internal_value=0 -0.00474104 0.0044033 internal_weight=0 23.6763 46.9933 internal_count=2271 1220 1051 is_linear=0 shrinkage=0.0224292 Tree=8802 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=2.55018 2.43442 1.56186 threshold=0.079805000000000015 -0.082084999999999977 0.10358500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8393567103559616e-05 0.00012054021578515376 -0.00022174559768538797 -9.0369490659481471e-05 leaf_weight=11.226360157746969 39.51140631501039 12.85232277043451 8.1850354991136083 leaf_count=334 935 886 116 internal_value=0 -9.11917e-05 8.4325e-05 internal_weight=0 24.0787 47.6964 internal_count=2271 1220 1051 is_linear=0 shrinkage=0.000439788 Tree=8803 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.50457 2.35413 1.84318 threshold=0.079805000000000015 -0.082084999999999977 0.10798000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028785606252575272 0.0064907249422099323 -0.011298949629313567 -0.0047145053292303504 leaf_weight=11.093312935568976 37.821720494823239 12.531930770807092 9.1610885427180602 leaf_count=334 870 886 181 internal_value=0 -0.0046449 0.00430481 internal_weight=0 23.6252 46.9828 internal_count=2271 1220 1051 is_linear=0 shrinkage=0.0224292 Tree=8804 num_leaves=3 num_cat=0 split_feature=158 14 split_gain=1.90136 1.974 threshold=0.09031500000000002 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013506531540908901 -0.018363147402001692 0.0027809515336214355 leaf_weight=3.9597115206561275 2.4142402784682409 63.320565684041867 leaf_count=95 196 1964 internal_value=0 0.00181881 internal_weight=0 67.2803 internal_count=2255 2059 is_linear=0 shrinkage=0.0224292 Tree=8805 num_leaves=3 num_cat=0 split_feature=158 14 split_gain=1.91671 1.80452 threshold=0.09031500000000002 -0.23083499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002692073615147528 -0.00035786374364576019 5.1926531212819396e-05 leaf_weight=3.5526647077786029 2.4692228228400372 64.570957283422104 leaf_count=87 196 1972 internal_value=0 3.51086e-05 internal_weight=0 68.1236 internal_count=2255 2059 is_linear=0 shrinkage=0.000439788 Tree=8806 num_leaves=3 num_cat=0 split_feature=13 42 split_gain=1.85146 1.86081 threshold=-0.53696499999999991 0.10273000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022845577408370538 0.0026459287631501556 -0.012100781910258488 leaf_weight=1.5697676050913276 63.519209630230762 4.5986851755351372 leaf_count=21 1983 251 internal_value=0 0.00164726 internal_weight=0 68.1179 internal_count=2255 2234 is_linear=0 shrinkage=0.0224292 Tree=8807 num_leaves=3 num_cat=0 split_feature=158 14 split_gain=1.82582 1.87294 threshold=0.09031500000000002 -0.23083499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014169345527860536 -0.018104206995961061 0.0026307920327302459 leaf_weight=3.5037785178283221 2.3941399825380349 63.77576556756344 leaf_count=87 196 1972 internal_value=0 0.0017521 internal_weight=0 67.2795 internal_count=2255 2059 is_linear=0 shrinkage=0.0224292 Tree=8808 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.4087 1.91215 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051325621219431726 1.5741878247966767e-05 0.0003445380000897228 leaf_weight=1.5816543403670937 68.407039894968875 3.582181404282891 leaf_count=72 2074 87 internal_value=0 3.21898e-05 internal_weight=0 71.9892 internal_count=2233 2161 is_linear=0 shrinkage=0.000439788 Tree=8809 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=1.56838 1.26264 threshold=1.0000000180025095e-35 0.091040000000000024 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025885523169042464 -0.010791693275883528 -0.01359789660234088 leaf_weight=64.991588976206913 5.1867060625463628 2.4995399670151519 leaf_count=1941 130 162 internal_value=0 0.00198541 internal_weight=0 67.4911 internal_count=2233 2103 is_linear=0 shrinkage=0.0224292 Tree=8810 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.34155 1.84219 threshold=-0.40771999999999992 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026110076073540874 0.00081634995687273151 0.017398836892731973 leaf_weight=1.5438389644259576 67.58576981109286 3.5282048021144865 leaf_count=72 2074 87 internal_value=0 0.00164351 internal_weight=0 71.114 internal_count=2233 2161 is_linear=0 shrinkage=0.0224292 Tree=8811 num_leaves=3 num_cat=0 split_feature=41 150 split_gain=1.54988 1.29973 threshold=1.0000000180025095e-35 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032632410921398726 -0.00020946652732330381 2.5504210299747873e-05 leaf_weight=2.8827418361324808 5.2401383846517993 65.229453787620514 leaf_count=21 130 2082 internal_value=0 3.83238e-05 internal_weight=0 68.1122 internal_count=2233 2103 is_linear=0 shrinkage=0.000439788 Tree=8812 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.12695 2.28082 threshold=-0.14764499999999997 -0.11612499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022549809239406267 -0.00052286906880244673 -3.0772727962565088e-05 leaf_weight=6.128510503913275 1.8600119709735725 59.800987459039789 leaf_count=73 25 2163 internal_value=0 -4.57741e-05 internal_weight=0 61.661 internal_count=2261 2188 is_linear=0 shrinkage=0.000439788 Tree=8813 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.11418 2.30666 threshold=-0.14764499999999997 -0.11612499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002253223889806289 -0.00052543303620239488 -3.000234812620978e-05 leaf_weight=6.1315482682548454 1.8557156714377914 59.746173641891801 leaf_count=73 25 2163 internal_value=0 -4.5085e-05 internal_weight=0 61.6019 internal_count=2261 2188 is_linear=0 shrinkage=0.000439788 Tree=8814 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.10138 2.30617 threshold=-0.14764499999999997 -0.11612499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011429170047639346 -0.026872348225227272 -0.0015927580828691921 leaf_weight=6.0898936396115451 1.8537233733804885 59.408234031162692 leaf_count=73 25 2163 internal_value=0 -0.00236583 internal_weight=0 61.262 internal_count=2261 2188 is_linear=0 shrinkage=0.0224292 Tree=8815 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=2.01558 1.98353 threshold=-0.53696499999999991 0.11545500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027165455768369751 -0.0021736115474313448 0.0086042301614916473 leaf_weight=1.4400323020672647 55.747102507925092 10.135331616726033 leaf_count=23 1928 310 internal_value=0 -0.000513539 internal_weight=0 65.8824 internal_count=2261 2238 is_linear=0 shrinkage=0.0224292 Tree=8816 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.0913 1.89364 threshold=-0.52813999999999994 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026643916648298901 0.022915305521899111 -0.00014938351571761984 leaf_weight=1.4420052199275222 1.8217158123879915 65.822104478233314 leaf_count=24 38 2188 internal_value=0 0.000478062 internal_weight=0 67.6438 internal_count=2250 2226 is_linear=0 shrinkage=0.0224292 Tree=8817 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.88265 1.88207 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049164398976808232 0.00044727775008101639 -3.7554888560821924e-06 leaf_weight=1.4690390732139338 1.8197395004863199 66.552246747843128 leaf_count=20 42 2188 internal_value=0 8.37039e-06 internal_weight=0 68.372 internal_count=2250 2230 is_linear=0 shrinkage=0.000439788 Tree=8818 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.00572 1.84772 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026054677185174326 0.0227805174854692 -0.00014684444824805798 leaf_weight=1.4462554447818536 1.7980127382470517 65.83661157018264 leaf_count=20 42 2188 internal_value=0 0.000468917 internal_weight=0 67.6346 internal_count=2250 2230 is_linear=0 shrinkage=0.0224292 Tree=8819 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.90464 1.797 threshold=-0.53696499999999991 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025300753492917234 0.022648683212330982 -0.00014355082949416665 leaf_weight=1.4563990492606524 1.7683623665652692 65.837010223485549 leaf_count=20 42 2188 internal_value=0 0.000458854 internal_weight=0 67.6054 internal_count=2250 2230 is_linear=0 shrinkage=0.0224292 Tree=8820 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.75001 1.73146 threshold=-0.094929999999999987 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033910800725693113 5.4518712278906824e-05 -0.00032302302275880453 leaf_weight=2.4008198149094815 67.216140655699746 2.4156984407018163 leaf_count=40 2173 62 internal_value=0 4.13359e-05 internal_weight=0 69.6318 internal_count=2275 2235 is_linear=0 shrinkage=0.000439788 Tree=8821 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.74553 1.67719 threshold=-0.094929999999999987 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033723022850489415 5.524721852208884e-05 -0.00031587316439419996 leaf_weight=2.4065720209619021 67.334678323187291 2.4217922085954333 leaf_count=40 2173 62 internal_value=0 4.22798e-05 internal_weight=0 69.7565 internal_count=2275 2235 is_linear=0 shrinkage=0.000439788 Tree=8822 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.76444 1.76572 threshold=-0.094929999999999987 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017345166392398265 0.0028541584458510951 -0.016709990013968105 leaf_weight=2.3925042902992564 66.577406814475353 2.3856950157060046 leaf_count=40 2173 62 internal_value=0 0.00217292 internal_weight=0 68.9631 internal_count=2275 2235 is_linear=0 shrinkage=0.0224292 Tree=8823 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.62632 1.61036 threshold=-0.094929999999999987 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032311194378968156 5.4081888429488722e-05 -0.00030880409958897344 leaf_weight=2.4310433493810697 67.653583738132056 2.4320431004598495 leaf_count=40 2173 62 internal_value=0 4.14087e-05 internal_weight=0 70.0856 internal_count=2275 2235 is_linear=0 shrinkage=0.000439788 Tree=8824 num_leaves=4 num_cat=0 split_feature=47 47 51 split_gain=1.94368 2.92774 2.02269 threshold=0.085505000000000012 0.098400000000000015 0.087505000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022838297669973691 -0.029046002346208768 -0.0034026081199998114 -0.0092739713738275338 leaf_weight=49.901990734144192 2.852744704909127 10.207208211839314 8.96997596429628 leaf_count=1726 87 213 272 internal_value=0 -0.00903823 0.0005204 internal_weight=0 13.06 58.872 internal_count=2298 300 1998 is_linear=0 shrinkage=0.0224292 Tree=8825 num_leaves=4 num_cat=0 split_feature=47 47 51 split_gain=1.86302 2.73018 1.94759 threshold=0.088915000000000008 0.11069000000000002 0.087505000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022101457957568607 -0.019570847559464578 0.001182254596221131 -0.0091102661947559775 leaf_weight=50.164465349899956 6.2196126622657157 6.5194256606991985 9.0005013954300903 leaf_count=1740 159 121 278 internal_value=0 -0.00896421 0.000485639 internal_weight=0 12.739 59.165 internal_count=2298 280 2018 is_linear=0 shrinkage=0.0224292 Tree=8826 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=1.89872 2.19602 threshold=0.50609000000000004 -0.095594999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018253056833395992 0.00031176246828331023 5.9515448913659148e-06 leaf_weight=15.331090258471248 3.1616803614742812 54.065058578812568 leaf_count=349 131 1818 internal_value=0 -3.57269e-05 internal_weight=0 69.3961 internal_count=2298 2167 is_linear=0 shrinkage=0.000439788 Tree=8827 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=1.82902 2.04976 threshold=0.51026500000000008 -0.095594999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0089057951469799588 0.017896000969209631 0.00026545283000588965 leaf_weight=15.876286787053457 2.4283192104630862 53.592481773078134 leaf_count=372 108 1818 internal_value=0 -0.0018324 internal_weight=0 69.4688 internal_count=2298 2190 is_linear=0 shrinkage=0.0224292 Tree=8828 num_leaves=4 num_cat=0 split_feature=151 457 48 split_gain=1.64337 2.95542 1.55895 threshold=-0.077429999999999985 -0.0046349999999999994 0.014805 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031732814239367217 -0.02032160723875296 -7.6292995810359513e-05 0.012806671791127258 leaf_weight=4.6967040922863807 3.8635996663979304 55.176887373097088 8.8198762709407657 leaf_count=196 90 1829 142 internal_value=0 -0.00140728 0.00725736 internal_weight=0 59.0405 13.5166 internal_count=2257 1919 338 is_linear=0 shrinkage=0.0224292 Tree=8829 num_leaves=4 num_cat=0 split_feature=12 3 131 split_gain=1.59331 2.38241 2.38085 threshold=0.092355000000000007 0.12172000000000001 0.10033500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0336908238248131e-05 -0.00019823406701670966 -0.00020490666818193164 0.0002979805933674912 leaf_weight=51.406232973324677 12.500165818817548 6.8795949625564381 2.1811605804286947 leaf_count=1442 596 153 66 internal_value=0 3.77929e-05 -0.000124222 internal_weight=0 58.2858 14.6813 internal_count=2257 1595 662 is_linear=0 shrinkage=0.000439788 Tree=8830 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=1.57965 2.44279 2.20354 threshold=0.092355000000000007 0.12172000000000001 0.10011000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035515748688912372 -0.017187394356790061 -0.010716176225516868 0.00063690051835181593 leaf_weight=51.089936435900654 5.7381856622612295 6.8265957765761405 8.8536190610611794 leaf_count=1442 345 153 317 internal_value=0 0.00186686 -0.00638575 internal_weight=0 57.9165 14.5918 internal_count=2257 1595 662 is_linear=0 shrinkage=0.0224292 Tree=8831 num_leaves=4 num_cat=0 split_feature=151 457 48 split_gain=1.5501 2.81447 1.46104 threshold=-0.077429999999999985 -0.0046349999999999994 0.014805 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6253986346388895e-05 -0.00038554327288170683 4.4173488471888968e-07 0.00024569605234174942 leaf_weight=4.7680147166583984 3.8913424731799742 55.669788218564463 8.8052521703184521 leaf_count=196 90 1829 142 internal_value=0 -2.48915e-05 0.000139697 internal_weight=0 59.5611 13.5733 internal_count=2257 1919 338 is_linear=0 shrinkage=0.000439788 Tree=8832 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=2.81702 1.64031 1.54071 threshold=-0.24600999999999998 0.13840500000000003 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053260393758294475 8.698212660429775e-06 0.00034667713672649622 -5.730333942631851e-05 leaf_weight=2.793720338777347 62.452074676805296 2.887613461840373 2.493604044229869 leaf_count=161 1866 97 103 internal_value=0 2.37317e-05 -0.000309456 internal_weight=0 65.3397 5.28732 internal_count=2227 1963 264 is_linear=0 shrinkage=0.000439788 Tree=8833 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=2.79142 1.64401 1.55952 threshold=-0.24600999999999998 0.13840500000000003 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053363250258670611 5.5204654259789001e-06 0.00034407149249398325 -5.584970269450248e-05 leaf_weight=2.8164713182140977 62.553176367260676 2.8839331319722978 2.4836803517391672 leaf_count=161 1866 97 103 internal_value=0 2.0537e-05 -0.000310745 internal_weight=0 65.4371 5.30015 internal_count=2227 1963 264 is_linear=0 shrinkage=0.000439788 Tree=8834 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=2.85239 1.58014 1.56585 threshold=-0.24600999999999998 0.13840500000000003 0.10669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053372947035406585 9.4280907369854117e-06 0.00034220727463592839 -5.6327095712254553e-05 leaf_weight=2.8192941188217437 62.502150487653125 2.8682268823540644 2.5079679925984237 leaf_count=161 1866 97 103 internal_value=0 2.41249e-05 -0.000309982 internal_weight=0 65.3704 5.32726 internal_count=2227 1963 264 is_linear=0 shrinkage=0.000439788 Tree=8835 num_leaves=4 num_cat=0 split_feature=52 2 160 split_gain=2.74393 1.59279 1.41033 threshold=-0.24600999999999998 0.10669500000000001 0.099280000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053420163179142873 3.9654917562795265e-05 -5.0867303809784675e-05 -0.00020297035802611883 leaf_weight=2.7986932252124452 60.468538925079429 2.4870671285971184 4.9992847125922699 leaf_count=161 1835 103 128 internal_value=0 -0.000307784 2.10737e-05 internal_weight=0 5.28576 65.4678 internal_count=2227 264 1963 is_linear=0 shrinkage=0.000439788 Tree=8836 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=1.57498 3.00214 2.98625 threshold=-0.084284999999999985 0.085270000000000026 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022869174892552158 0.00046252784261943669 0.00031596597631429832 -2.7693684138394082e-06 leaf_weight=12.248485811733188 2.7854636331480824 2.3117012126604086 54.704063998379297 leaf_count=435 85 29 1732 internal_value=0 -0.000141917 1.99211e-05 internal_weight=0 14.5602 57.4895 internal_count=2281 464 1817 is_linear=0 shrinkage=0.000439788 Tree=8837 num_leaves=4 num_cat=0 split_feature=4 0 16 split_gain=1.82545 2.17284 1.23808 threshold=-0.21586499999999997 -0.061684999999999997 0.24425000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031879211693079077 -1.9666560659497718e-05 0.00021019769018812889 5.5862237339248647e-06 leaf_weight=5.7829269027715764 52.707495311791263 9.3477448545963835 3.743481252429774 leaf_count=88 1855 245 93 internal_value=0 1.50132e-05 -0.000191569 internal_weight=0 62.0552 9.52641 internal_count=2281 2100 181 is_linear=0 shrinkage=0.000439788 Tree=8838 num_leaves=4 num_cat=0 split_feature=4 48 13 split_gain=1.85446 2.12419 1.36181 threshold=-0.21586499999999997 0.10227500000000002 0.018575000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016711881252524378 0.0021633341786132295 -0.011470749744207464 0.0007214766569447424 leaf_weight=5.7619920602155599 55.185872674093616 6.3978936730998148 3.6923398795770481 leaf_count=107 1955 145 74 internal_value=0 0.000743783 -0.00991564 internal_weight=0 61.5838 9.45433 internal_count=2281 2100 181 is_linear=0 shrinkage=0.0224292 Tree=8839 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=1.78793 3.02554 3.00559 threshold=-0.084284999999999985 -0.082084999999999977 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023844780757740171 0.00046625115365852697 -1.4749101028913798e-06 0.00031073085505510176 leaf_weight=12.157660470341396 2.7932914174780299 54.715094620310538 2.2729281508072736 leaf_count=435 85 1732 29 internal_value=0 2.13906e-05 -0.000151652 internal_weight=0 57.5084 14.4306 internal_count=2281 1817 464 is_linear=0 shrinkage=0.000439788 Tree=8840 num_leaves=4 num_cat=0 split_feature=52 157 160 split_gain=2.21038 2.04708 1.82612 threshold=0.14114500000000005 -0.077234999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068798077602629133 -0.0013738860366961931 -0.0047631874210292864 0.019105807495590876 leaf_weight=8.892425970081602 4.3169103450163675 51.536478374843682 4.4222686902721744 leaf_count=256 204 1740 59 internal_value=0 -0.00304823 0.00900847 internal_weight=0 60.4289 8.73918 internal_count=2259 1996 263 is_linear=0 shrinkage=0.0224292 Tree=8841 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=2.1176 1.79854 1.76203 threshold=0.14114500000000005 0.090415000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017298582921874037 -0.0013432994838928976 -0.014958907003702235 0.018807969817150518 leaf_weight=54.727599351363551 4.3166140534463011 5.6912414627186072 4.3921852341372851 leaf_count=1734 204 262 59 internal_value=0 -0.00298032 0.00883867 internal_weight=0 60.4188 8.7088 internal_count=2259 1996 263 is_linear=0 shrinkage=0.0224292 Tree=8842 num_leaves=4 num_cat=0 split_feature=52 157 160 split_gain=2.02851 1.94588 1.69992 threshold=0.14114500000000005 -0.077234999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067724645253818506 -0.0013133910485103502 -0.0045845666791815088 0.018512630260621152 leaf_weight=8.8821996815368021 4.3163275656211226 51.539843769970048 4.3628103225637442 leaf_count=256 204 1740 59 internal_value=0 -0.00291344 0.00867147 internal_weight=0 60.422 8.67914 internal_count=2259 1996 263 is_linear=0 shrinkage=0.0224292 Tree=8843 num_leaves=4 num_cat=0 split_feature=52 157 160 split_gain=1.9432 1.86058 1.63971 threshold=0.14114500000000005 -0.077234999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066308859166634522 -0.001284145455939308 -0.0044814195951212053 0.018219795336136387 leaf_weight=8.8689325936102232 4.31605048463598 51.543907121039865 4.3341377992765029 leaf_count=256 204 1740 59 internal_value=0 -0.00284849 0.00850682 internal_weight=0 60.4128 8.65019 internal_count=2259 1996 263 is_linear=0 shrinkage=0.0224292 Tree=8844 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=2.19671 2.14263 threshold=1.0000000180025095e-35 -0.53309999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027217554230480294 0.00034077083611311234 -5.4303319787804945e-05 leaf_weight=4.1142394607140877 3.1265814942307761 65.542284455932531 leaf_count=84 30 2193 internal_value=0 -3.49507e-05 internal_weight=0 69.6565 internal_count=2307 2277 is_linear=0 shrinkage=0.000439788 Tree=8845 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=2.17875 2.17683 threshold=1.0000000180025095e-35 -0.53309999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027225494243663517 0.00033871228717774704 -5.5460305908137052e-05 leaf_weight=4.1509836424174855 3.1197780901566139 65.495952569399378 leaf_count=84 30 2193 internal_value=0 -3.58591e-05 internal_weight=0 69.6469 internal_count=2307 2277 is_linear=0 shrinkage=0.000439788 Tree=8846 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=2.23308 2.16512 threshold=1.0000000180025095e-35 -0.53309999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027448557639754947 0.00034410524666659312 -5.307949199924239e-05 leaf_weight=4.1315206304352605 3.147194465273059 65.401342636916979 leaf_count=84 30 2193 internal_value=0 -3.35461e-05 internal_weight=0 69.5329 internal_count=2307 2277 is_linear=0 shrinkage=0.000439788 Tree=8847 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=2.33086 2.17072 threshold=1.0000000180025095e-35 -0.53309999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027458401541049853 0.00035036191744166391 -5.3717183040104823e-05 leaf_weight=4.1228798354113669 3.1690543852746478 65.460355827913645 leaf_count=84 30 2193 internal_value=0 -3.4195e-05 internal_weight=0 69.5832 internal_count=2307 2277 is_linear=0 shrinkage=0.000439788 Tree=8848 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.77265 2.94344 2.55492 threshold=-0.10071499999999999 -0.088174999999999989 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018916818142227505 -0.00039742309164789776 -1.0669672331322502e-06 -7.3280842061286005e-05 leaf_weight=20.616306865551454 4.0245359736381934 34.90976435908351 10.984959262864775 leaf_count=311 307 1517 145 internal_value=0 -4.2212e-05 9.79487e-05 internal_weight=0 38.9343 31.6013 internal_count=2280 1824 456 is_linear=0 shrinkage=0.000439788 Tree=8849 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=1.63735 1.87237 threshold=-0.47365999999999991 -0.10071499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015750453003957051 0.0044371620766437483 -0.0031404044113304596 leaf_weight=3.625630543625447 30.086743362057859 36.025828212606939 leaf_count=66 417 1797 internal_value=0 0.000308307 internal_weight=0 66.1126 internal_count=2280 2214 is_linear=0 shrinkage=0.0224292 Tree=8850 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=1.66908 1.87558 threshold=-0.47365999999999991 -0.10071499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031142870636538441 8.7990062807851859e-05 -6.0340898641111355e-05 leaf_weight=3.6603017845482091 30.22555119657568 36.229390106695064 leaf_count=66 417 1797 internal_value=0 7.13003e-06 internal_weight=0 66.4549 internal_count=2280 2214 is_linear=0 shrinkage=0.000439788 Tree=8851 num_leaves=3 num_cat=0 split_feature=150 13 split_gain=1.60044 1.72479 threshold=-0.22665999999999997 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019553571998871477 0.015544696812484193 -0.00038661067648899428 leaf_weight=2.2659519951557732 3.5931210864437153 63.805256801206269 leaf_count=15 66 2199 internal_value=0 0.000466875 internal_weight=0 67.3984 internal_count=2280 2265 is_linear=0 shrinkage=0.0224292 Tree=8852 num_leaves=4 num_cat=0 split_feature=48 150 0 split_gain=1.75278 2.15078 1.6579 threshold=0.092805000000000012 -0.22665999999999997 -0.23070499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020170589712603736 -0.0049466523780964545 -0.0004322002140289135 0.013421728167547164 leaf_weight=2.6438431785209096 3.1929186861962071 59.568628574056902 10.801580952091625 leaf_count=18 25 2019 241 internal_value=0 0.000449275 0.00922985 internal_weight=0 62.2125 13.9945 internal_count=2303 2037 266 is_linear=0 shrinkage=0.0224292 Tree=8853 num_leaves=4 num_cat=0 split_feature=48 48 0 split_gain=1.68392 2.11079 1.59501 threshold=0.092805000000000012 0.086260000000000017 -0.23070499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017065671995785715 -0.0048369854836184971 -0.01302931048415255 0.013191448285268069 leaf_weight=56.853024629438323 3.1925099389627567 5.3310859776647694 10.744626225607133 leaf_count=1907 25 130 241 internal_value=0 0.000439639 0.0090608 internal_weight=0 62.1841 13.9371 internal_count=2303 2037 266 is_linear=0 shrinkage=0.0224292 Tree=8854 num_leaves=4 num_cat=0 split_feature=48 484 0 split_gain=1.61776 2.02723 1.53423 threshold=0.092805000000000012 -0.082244999999999985 -0.23070499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023767512888555248 -0.0047297098394329159 0.0011070905839280936 0.012963170346610486 leaf_weight=1.6752971548312405 3.1921272519975892 60.499407117520377 10.689565390509413 leaf_count=184 25 1853 241 internal_value=0 0.000429754 0.00889374 internal_weight=0 62.1747 13.8817 internal_count=2303 2037 266 is_linear=0 shrinkage=0.0224292 Tree=8855 num_leaves=4 num_cat=0 split_feature=48 150 48 split_gain=1.55388 2.07648 1.47328 threshold=0.092805000000000012 -0.22665999999999997 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019918918492549342 0.013731686106350305 -0.00044163173282012511 -0.0019623444837785936 leaf_weight=2.6121226558461776 9.4162665229996474 59.531408836309993 4.4118442827912068 leaf_count=18 201 2019 65 internal_value=0 0.000420052 0.00872872 internal_weight=0 62.1435 13.8281 internal_count=2303 2037 266 is_linear=0 shrinkage=0.0224292 Tree=8856 num_leaves=3 num_cat=0 split_feature=124 9 split_gain=1.56712 1.3597 threshold=0.10195500000000002 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.9889776598428996e-06 0.00039240645798859907 0.00030524124665010593 leaf_weight=71.128508922933179 2.2513163284165776 3.1092291112217927 leaf_count=2225 33 47 internal_value=0 2.14719e-05 internal_weight=0 74.2377 internal_count=2305 2272 is_linear=0 shrinkage=0.000439788 Tree=8857 num_leaves=3 num_cat=0 split_feature=124 457 split_gain=1.38145 1.45767 threshold=0.10093000000000002 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.3894704856054068e-06 0.00037026066982918216 0.00017292732967566586 leaf_weight=63.751280295423385 2.2625163671618784 10.695223535354669 leaf_count=2076 36 193 internal_value=0 2.2835e-05 internal_weight=0 74.4465 internal_count=2305 2269 is_linear=0 shrinkage=0.000439788 Tree=8858 num_leaves=3 num_cat=0 split_feature=124 457 split_gain=1.41451 1.41368 threshold=0.10093000000000002 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015512055716183126 0.019144369564718964 0.0087067970774215974 leaf_weight=62.572527243524974 2.2409292664378873 10.568885230793965 leaf_count=2076 36 193 internal_value=0 0.00112736 internal_weight=0 73.1414 internal_count=2305 2269 is_linear=0 shrinkage=0.0224292 Tree=8859 num_leaves=3 num_cat=0 split_feature=124 457 split_gain=1.3192 1.3552 threshold=0.093335000000000015 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015274103958672582 0.018301563752005392 0.0085343505780539793 leaf_weight=62.49934713239395 2.2957923568610559 10.541302339057436 leaf_count=2068 44 193 internal_value=0 0.00110289 internal_weight=0 73.0406 internal_count=2305 2261 is_linear=0 shrinkage=0.0224292 Tree=8860 num_leaves=3 num_cat=0 split_feature=43 133 split_gain=2.26686 1.85389 threshold=0.20019500000000004 -0.15580999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034899523587127233 -0.00045613276913605936 -2.5713481529676521e-05 leaf_weight=2.6363695549898685 2.2706116632193689 66.684423057691674 leaf_count=67 143 2050 internal_value=0 -1.13706e-05 internal_weight=0 69.3208 internal_count=2260 2117 is_linear=0 shrinkage=0.000439788 Tree=8861 num_leaves=3 num_cat=0 split_feature=43 133 split_gain=2.2884 1.8882 threshold=0.20019500000000004 -0.15580999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035467698476203229 -0.00045823587627727273 -2.3966392961609034e-05 leaf_weight=2.6298180088178915 2.2507112862913337 66.372898895342587 leaf_count=67 143 2050 internal_value=0 -9.4415e-06 internal_weight=0 69.0027 internal_count=2260 2117 is_linear=0 shrinkage=0.000439788 Tree=8862 num_leaves=3 num_cat=0 split_feature=43 133 split_gain=2.29775 1.87078 threshold=0.20019500000000004 -0.15580999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017967633345861853 -0.023573781660495677 -0.0013162759718872554 leaf_weight=2.6128660738377212 2.2384669630332601 65.848589087561777 leaf_count=67 143 2050 internal_value=0 -0.000575492 internal_weight=0 68.4615 internal_count=2260 2117 is_linear=0 shrinkage=0.0224292 Tree=8863 num_leaves=3 num_cat=0 split_feature=43 133 split_gain=2.23093 1.77926 threshold=0.20019500000000004 -0.15580999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034585765605654983 -0.00045178864886320904 -2.2578078255727984e-05 leaf_weight=2.616146778827896 2.2495094363553099 66.734536423486588 leaf_count=67 143 2050 internal_value=0 -8.58805e-06 internal_weight=0 69.3507 internal_count=2260 2117 is_linear=0 shrinkage=0.000439788 Tree=8864 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=1.77989 1.61167 threshold=0.091600000000000015 0.11163500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2440833883204595e-05 0.0003759420991561433 -0.00031505320386896553 leaf_weight=66.465225166135042 2.7921931907039825 2.6667324872178133 leaf_count=2154 38 59 internal_value=0 1.89531e-05 internal_weight=0 69.132 internal_count=2251 2213 is_linear=0 shrinkage=0.000439788 Tree=8865 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=1.78367 1.52254 threshold=0.091600000000000015 0.11163500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1087235134238193e-05 0.00037314972512066845 -0.00030431299859134042 leaf_weight=66.996909609415525 2.8277405763146808 2.7051391459499419 leaf_count=2154 38 59 internal_value=0 1.79906e-05 internal_weight=0 69.702 internal_count=2251 2213 is_linear=0 shrinkage=0.000439788 Tree=8866 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=1.63394 1.51011 threshold=0.11163500000000001 -0.060199999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028224222286450667 -0.015437125707087499 0.0078153181294636567 leaf_weight=50.494822198900238 2.7036175744615312 18.198698986940144 leaf_count=1811 63 377 internal_value=0 0.00227957 internal_weight=0 68.6935 internal_count=2251 2188 is_linear=0 shrinkage=0.0224292 Tree=8867 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=1.79238 1.55782 threshold=0.091600000000000015 0.11163500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015330760074386777 0.019226395455700065 -0.01595082388557767 leaf_weight=65.953537791347571 2.7605384274938833 2.6483225244592168 leaf_count=2154 38 59 internal_value=0 0.000853873 internal_weight=0 68.6019 internal_count=2251 2213 is_linear=0 shrinkage=0.0224292 Tree=8868 num_leaves=4 num_cat=0 split_feature=1 457 475 split_gain=2.12202 3.10463 2.09693 threshold=0.091615000000000016 -0.0046349999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055408242202855936 -0.00023620268283411838 -2.3697436541516518e-05 0.0001349715375363659 leaf_weight=2.2568377055795272 3.2555943028637548 34.411219717520908 29.250352210335222 leaf_count=127 122 1394 618 internal_value=0 -5.66128e-05 9.76802e-05 internal_weight=0 36.6681 32.5059 internal_count=2261 1521 740 is_linear=0 shrinkage=0.000439788 Tree=8869 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=2.09563 2.73666 threshold=-0.23083499999999998 0.091615000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036802852091377848 -5.03219021842485e-05 0.00012913935881228906 leaf_weight=2.6326521189948826 36.401373004998732 29.932772296515395 leaf_count=90 1510 661 internal_value=0 3.06725e-05 internal_weight=0 66.3341 internal_count=2261 2171 is_linear=0 shrinkage=0.000439788 Tree=8870 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=2.1676 2.73727 threshold=-0.23083499999999998 0.091615000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019231009637872134 -0.002551753759252544 0.0066328074217685542 leaf_weight=2.5952564885446909 36.156569684070064 29.730261691543092 leaf_count=90 1510 661 internal_value=0 0.00159334 internal_weight=0 65.8868 internal_count=2261 2171 is_linear=0 shrinkage=0.0224292 Tree=8871 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=2.07012 2.61987 threshold=-0.23083499999999998 0.091615000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01878047001280822 -0.0024953257523162168 0.0064947220010702841 leaf_weight=2.5983340390339427 36.145453952765365 29.682313993439493 leaf_count=90 1510 661 internal_value=0 0.00155907 internal_weight=0 65.8278 internal_count=2261 2171 is_linear=0 shrinkage=0.0224292 Tree=8872 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=1.99241 3.76585 2.40179 threshold=0.0066400000000000009 -0.0026499999999999996 0.053675000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0366513071485048e-05 0.00028940360683021052 -0.00044312217763034273 1.5287405129916083e-05 leaf_weight=35.253041276561362 8.5117168910610435 4.3525780469180964 22.465791940223426 leaf_count=1481 118 147 527 internal_value=0 -5.81161e-05 9.07384e-05 internal_weight=0 39.6056 30.9775 internal_count=2273 1628 645 is_linear=0 shrinkage=0.000439788 Tree=8873 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=1.97481 3.76472 2.42695 threshold=0.0066400000000000009 -0.0026499999999999996 0.053675000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060216970307264226 0.014724039848635802 -0.022694924127692914 0.000644323929769049 leaf_weight=35.054644729538495 8.48802282927136 4.3443041940156482 22.31892415290713 leaf_count=1481 118 147 527 internal_value=0 -0.00304803 0.00453033 internal_weight=0 39.3989 30.8069 internal_count=2273 1628 645 is_linear=0 shrinkage=0.0224292 Tree=8874 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.04271 2.94912 2.23969 threshold=0.10954500000000002 0.11429000000000002 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1440878903029518e-05 0.00025702801819173042 0.00028588926712296963 -4.8488150231494048e-05 leaf_weight=46.718352636757118 11.220513302861947 4.9205340906628399 7.8961006764438926 leaf_count=1818 267 46 142 internal_value=0 -3.72987e-05 0.000130912 internal_weight=0 51.6389 19.1166 internal_count=2273 1864 409 is_linear=0 shrinkage=0.000439788 Tree=8875 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.95782 2.92157 2.34273 threshold=0.10954500000000002 0.11429000000000002 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037339132597603185 0.013078785374128826 0.014484394160933787 -0.0029752216762154531 leaf_weight=46.411036539911265 11.060044434951125 4.8762570809922172 7.7765610347269094 leaf_count=1818 267 46 142 internal_value=0 -0.00199702 0.0064547 internal_weight=0 51.2873 18.8366 internal_count=2273 1864 409 is_linear=0 shrinkage=0.0224292 Tree=8876 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=1.74708 1.40579 threshold=0.084755000000000011 0.10637000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6133636206910736e-05 -0.00031719864380573369 -0.00027602827076478591 leaf_weight=64.488368015935976 3.0396099016506914 2.8974578214383646 leaf_count=1878 64 326 internal_value=0 2.26369e-05 internal_weight=0 67.3858 internal_count=2268 2204 is_linear=0 shrinkage=0.000439788 Tree=8877 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=1.7926 1.48106 threshold=0.084755000000000011 0.10637000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018655391925721102 -0.016529947005712326 -0.014645388649090646 leaf_weight=63.559457256081032 2.9947810472149277 2.8368840375860591 leaf_count=1878 64 326 internal_value=0 0.00115608 internal_weight=0 66.3963 internal_count=2268 2204 is_linear=0 shrinkage=0.0224292 Tree=8878 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=1.71401 1.42279 threshold=0.084755000000000011 0.10637000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018240521314391482 -0.016165846867187451 -0.014404472752179478 leaf_weight=63.547635136445706 2.9939879515732164 2.820148638353202 leaf_count=1878 64 326 internal_value=0 0.00113051 internal_weight=0 66.3678 internal_count=2268 2204 is_linear=0 shrinkage=0.0224292 Tree=8879 num_leaves=4 num_cat=0 split_feature=0 3 48 split_gain=1.61269 2.09844 1.47792 threshold=-0.061994999999999995 -0.078904999999999989 0.081275000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015955240106309623 5.5642319625214994e-05 3.1485472276438586e-05 0.00035427377674091513 leaf_weight=16.699411171468 16.219728640451653 33.202328029784439 3.9788497767585786 leaf_count=1082 347 752 87 internal_value=0 -3.24811e-05 0.000114748 internal_weight=0 49.9017 20.1986 internal_count=2268 1834 434 is_linear=0 shrinkage=0.000439788 Tree=8880 num_leaves=4 num_cat=0 split_feature=4 9 47 split_gain=2.04208 2.59316 1.05447 threshold=0.23993500000000004 0.084755000000000011 0.10670500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2246651363633583e-05 0.00022379648007267094 -0.00050091569724040517 -2.9629811099495399e-05 leaf_weight=55.105638340440692 9.9273812913506827 2.2605888977705026 4.6588849898544131 leaf_count=1939 269 32 38 internal_value=0 -4.12696e-05 0.000142919 internal_weight=0 57.3662 14.5863 internal_count=2278 1971 307 is_linear=0 shrinkage=0.000439788 Tree=8881 num_leaves=4 num_cat=0 split_feature=4 9 47 split_gain=1.93093 2.55044 1.04368 threshold=0.23993500000000004 0.084755000000000011 0.10670500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011433069316901438 0.011239823477394892 -0.025527422601014021 -0.0017244986862060636 leaf_weight=54.513143552873316 9.7545426718515937 2.2278637579074703 4.5846754609665359 leaf_count=1939 269 32 38 internal_value=0 -0.00210898 0.00709796 internal_weight=0 56.741 14.3392 internal_count=2278 1971 307 is_linear=0 shrinkage=0.0224292 Tree=8882 num_leaves=4 num_cat=0 split_feature=4 9 47 split_gain=1.87056 2.50489 1.00553 threshold=0.23993500000000004 0.084755000000000011 0.10670500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3205984022336161e-05 0.00021507695545874874 -0.00049751888500111792 -3.3860326208776325e-05 leaf_weight=55.112813301075221 9.7894404381513578 2.2221160327826501 4.6081234318844499 leaf_count=1939 269 32 38 internal_value=0 -4.17483e-05 0.000135462 internal_weight=0 57.3349 14.3976 internal_count=2278 1971 307 is_linear=0 shrinkage=0.000439788 Tree=8883 num_leaves=4 num_cat=0 split_feature=4 9 48 split_gain=1.85031 2.47976 0.901999 threshold=0.23993500000000004 0.084755000000000011 0.11156500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011184433359475838 0.010046968095232875 -0.025335262176214159 -0.0033104722838684644 leaf_weight=54.52444197792147 10.986647966801682 2.1945617897654293 3.2972367984184521 leaf_count=1939 273 32 34 internal_value=0 -0.00206365 0.00696328 internal_weight=0 56.719 14.2839 internal_count=2278 1971 307 is_linear=0 shrinkage=0.0224292 Tree=8884 num_leaves=4 num_cat=0 split_feature=133 159 0 split_gain=1.68471 1.7807 0.505535 threshold=0.10466000000000002 0.10402500000000002 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1170805028969601e-05 -0.00046572061845967251 -0.0003239616286641374 -0.00011903333019009511 leaf_weight=66.845305808419198 1.7442289917798919 2.8280907373800792 1.5425018166861253 leaf_count=1743 263 168 50 internal_value=0 1.66709e-05 -0.000304643 internal_weight=0 69.6734 3.28673 internal_count=2224 1911 313 is_linear=0 shrinkage=0.000439788 Tree=8885 num_leaves=4 num_cat=0 split_feature=133 42 0 split_gain=1.7098 1.25897 0.462189 threshold=0.10466000000000002 0.08845500000000002 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093889650032918655 -0.023795431299637619 0.0059880198199174315 -0.0066943135173706137 leaf_weight=51.061621974724858 1.702385524986312 17.780584760763304 1.5154414900971449 leaf_count=1430 263 481 50 internal_value=0 0.000851353 -0.0158286 internal_weight=0 68.8422 3.21783 internal_count=2224 1911 313 is_linear=0 shrinkage=0.0224292 Tree=8886 num_leaves=3 num_cat=0 split_feature=159 133 split_gain=1.65907 1.98002 threshold=0.10506000000000001 0.10466000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015891296308350137 -0.017140582887169485 -0.016790485587224565 leaf_weight=66.271411920480659 2.6835431414310724 3.0668664879303824 leaf_count=1757 169 298 internal_value=0 0.000771792 internal_weight=0 69.3383 internal_count=2224 2055 is_linear=0 shrinkage=0.0224292 Tree=8887 num_leaves=4 num_cat=0 split_feature=133 42 0 split_gain=1.58208 1.20582 0.478672 threshold=0.10466000000000002 0.08845500000000002 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093913888967123041 -0.023671885414716716 0.0058422943452668954 -0.0061590100870029503 leaf_weight=51.053796361532022 1.6469688130164288 17.765041799422761 1.5189324022503559 leaf_count=1430 263 481 50 internal_value=0 0.000812569 -0.0153569 internal_weight=0 68.8188 3.1659 internal_count=2224 1911 313 is_linear=0 shrinkage=0.0224292 Tree=8888 num_leaves=4 num_cat=0 split_feature=0 48 40 split_gain=1.68125 3.1947 2.955 threshold=-0.10071499999999999 0.086095000000000019 0.05433000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0094455391353047372 -0.0037785839884337275 -0.006134447383636798 0.024722510370766292 leaf_weight=21.778821354924734 35.722289215625324 9.4939752728716922 1.9098577719760204 leaf_count=312 1756 135 27 internal_value=0 0.00471482 -0.00232033 internal_weight=0 31.2728 37.6321 internal_count=2230 447 1783 is_linear=0 shrinkage=0.0224292 Tree=8889 num_leaves=4 num_cat=0 split_feature=4 3 1186 split_gain=2.72402 1.87839 1.58866 threshold=-0.21586499999999997 -0.10628499999999998 0.085175000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032450042042285731 0.0019126002991685148 -0.020429793291110894 0.02154304436271454 leaf_weight=4.6665190617204644 57.353624249135919 4.6665638408012438 2.1330139031379067 leaf_count=82 2006 102 40 internal_value=0 -0.0103984 0.00262318 internal_weight=0 9.33308 59.4866 internal_count=2230 184 2046 is_linear=0 shrinkage=0.0224292 Tree=8890 num_leaves=4 num_cat=0 split_feature=4 3 1186 split_gain=2.79072 1.66466 1.55114 threshold=-0.21586499999999997 -0.10628499999999998 0.085175000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9293160397626567e-05 3.8071921664924578e-05 -0.00038884589293388826 0.00041719937371197758 leaf_weight=4.6814858689904213 58.145789768826035 4.7343954363022913 2.146196774490817 leaf_count=82 2006 102 40 internal_value=0 -0.000205519 5.16954e-05 internal_weight=0 9.41588 60.292 internal_count=2230 184 2046 is_linear=0 shrinkage=0.000439788 Tree=8891 num_leaves=4 num_cat=0 split_feature=4 3 1186 split_gain=2.54368 1.7296 1.46844 threshold=-0.21586499999999997 -0.10628499999999998 0.085175000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3387411806115182e-06 3.4863553093608756e-05 -0.00038487462154860957 0.00040759591439055347 leaf_weight=4.696859675925225 58.047940975445727 4.7240127750410448 2.1001733332923314 leaf_count=82 2006 102 40 internal_value=0 -0.000197546 4.80033e-05 internal_weight=0 9.42087 60.1481 internal_count=2230 184 2046 is_linear=0 shrinkage=0.000439788 Tree=8892 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=1.9277 1.90561 threshold=-0.24395999999999998 -0.17006999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02222668109256799 0.025714137501270481 0.0013163439780176439 leaf_weight=1.6892920808079441 1.6299101129516191 69.165661192710104 leaf_count=139 37 2111 internal_value=0 0.00188483 internal_weight=0 70.7956 internal_count=2287 2148 is_linear=0 shrinkage=0.0224292 Tree=8893 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=1.88104 4.11858 1.65386 threshold=-0.060199999999999997 -0.081224999999999978 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022308300134708971 0.00042911807882577591 5.6115006697940238e-05 8.7412883184119394e-05 leaf_weight=13.540034970679697 3.3339915656542898 41.465942658445783 15.063894070273816 leaf_count=912 16 978 381 internal_value=0 -1.26647e-05 0.000149716 internal_weight=0 55.006 18.3979 internal_count=2287 1890 397 is_linear=0 shrinkage=0.000439788 Tree=8894 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=1.96118 4.23858 1.67615 threshold=-0.060199999999999997 -0.081224999999999978 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022402761010185206 0.00043328764401588893 5.7948782665517358e-05 9.0834181210620597e-05 leaf_weight=13.684263278906654 3.3636417967500192 41.625532691992703 15.218452677037929 leaf_count=912 16 978 381 internal_value=0 -1.18686e-05 0.000153205 internal_weight=0 55.3098 18.5821 internal_count=2287 1890 397 is_linear=0 shrinkage=0.000439788 Tree=8895 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=1.86785 3.99729 1.70552 threshold=-0.060199999999999997 -0.081224999999999978 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011438504835988775 0.021945954875217208 0.0026851904237026416 0.004239778572870734 leaf_weight=13.349749857600726 3.3411708522471626 40.970250570351709 14.830263144718627 leaf_count=912 16 978 381 internal_value=0 -0.000788665 0.00751502 internal_weight=0 54.32 18.1714 internal_count=2287 1890 397 is_linear=0 shrinkage=0.0224292 Tree=8896 num_leaves=4 num_cat=0 split_feature=1 1 16 split_gain=2.77699 2.17672 1.78692 threshold=0.094405000000000003 0.090785000000000018 -0.27681999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8710841813439872e-05 -8.6541819018479268e-05 -0.00039526317879544104 0.0001623818684857877 leaf_weight=32.826944200045091 7.2693762875496786 3.6649132621269009 23.805930951897608 leaf_count=1466 192 113 496 internal_value=0 -7.47077e-05 0.000104134 internal_weight=0 36.4919 31.0753 internal_count=2267 1579 688 is_linear=0 shrinkage=0.000439788 Tree=8897 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.59303 1.60059 threshold=-0.40446999999999994 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043258094364099966 -5.2653307011319225e-06 0.00022608505706742959 leaf_weight=1.5405237226050292 59.831673164044787 6.3837655083189011 leaf_count=166 1969 132 internal_value=0 1.70977e-05 internal_weight=0 66.2154 internal_count=2267 2101 is_linear=0 shrinkage=0.000439788 Tree=8898 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.60863 1.659 threshold=-0.40446999999999994 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043306836082277438 -4.5442786569038633e-06 0.00023098214583527711 leaf_weight=1.5450167859594319 60.00417920310565 6.3822680870216564 leaf_count=166 1969 132 internal_value=0 1.81587e-05 internal_weight=0 66.3864 internal_count=2267 2101 is_linear=0 shrinkage=0.000439788 Tree=8899 num_leaves=4 num_cat=0 split_feature=1 1 16 split_gain=2.64935 2.15655 1.87942 threshold=0.094405000000000003 0.090785000000000018 -0.27681999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019585216061144372 -0.0048651284811396869 -0.020129005130775573 0.0082241336748627766 leaf_weight=32.583434962068168 7.1930173643722837 3.6361284503245761 23.534998652714421 leaf_count=1466 192 113 496 internal_value=0 -0.00379232 0.00515899 internal_weight=0 36.2196 30.728 internal_count=2267 1579 688 is_linear=0 shrinkage=0.0224292 Tree=8900 num_leaves=4 num_cat=0 split_feature=52 3 0 split_gain=1.93666 3.61262 2.92549 threshold=-0.088204999999999992 0.11932000000000002 -0.020899999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012547665154361664 0.0046465189402708443 -0.012539865438550622 0.010687829967919973 leaf_weight=10.79788626316167 49.382957199024531 7.00971847871915 3.6281515214723177 leaf_count=380 1645 139 104 internal_value=0 0.0025067 -0.00669753 internal_weight=0 56.3927 14.426 internal_count=2268 1784 484 is_linear=0 shrinkage=0.0224292 Tree=8901 num_leaves=4 num_cat=0 split_feature=52 2 14 split_gain=1.85469 2.90033 2.43577 threshold=-0.088204999999999992 0.10276500000000001 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014064764626982666 -0.016213659786483873 0.0069306039856676677 0.0036132281723101419 leaf_weight=9.2454697819389349 3.2926875137854941 5.1353737364352119 53.100238710944723 leaf_count=301 78 183 1706 internal_value=0 -0.00656811 0.00245047 internal_weight=0 14.3808 56.3929 internal_count=2268 484 1784 is_linear=0 shrinkage=0.0224292 Tree=8902 num_leaves=4 num_cat=0 split_feature=52 3 0 split_gain=1.77684 3.43619 2.80679 threshold=-0.088204999999999992 0.11932000000000002 -0.020899999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012210763087323157 0.0044870358703576856 -0.012254769536426995 0.010587718346515196 leaf_weight=10.710022423876124 49.347172289479204 7.0292883425936443 3.6212968756735782 leaf_count=380 1645 139 104 internal_value=0 0.00239614 -0.00644353 internal_weight=0 56.3765 14.3313 internal_count=2268 1784 484 is_linear=0 shrinkage=0.0224292 Tree=8903 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.74378 2.47539 1.77674 threshold=-0.10096999999999999 -0.084169999999999981 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4431848002418312e-05 -0.00027618620405138493 2.9649719948433041e-06 0.00023314375475330678 leaf_weight=22.281237245015973 7.6699373535493569 30.574538763456985 10.585382333731102 leaf_count=330 604 1213 121 internal_value=0 -5.31287e-05 8.49671e-05 internal_weight=0 38.2445 32.8666 internal_count=2268 1817 451 is_linear=0 shrinkage=0.000439788 Tree=8904 num_leaves=3 num_cat=0 split_feature=16 48 split_gain=2.89937 1.77526 threshold=0.50194500000000009 -0.095559999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035213102619360614 -0.000425785838223875 4.8132171191348965e-05 leaf_weight=2.1987697237636885 2.7360796587472569 63.756503953914944 leaf_count=29 154 2072 internal_value=0 3.46904e-05 internal_weight=0 65.9553 internal_count=2255 2101 is_linear=0 shrinkage=0.000439788 Tree=8905 num_leaves=3 num_cat=0 split_feature=16 2 split_gain=2.944 1.91957 threshold=0.50194500000000009 0.092720000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.7633519159861672e-05 -0.00042383187868321977 -5.3723652131030533e-05 leaf_weight=38.820421362053821 2.8066845188914149 27.794763811824851 leaf_count=1344 154 757 internal_value=0 3.44834e-05 internal_weight=0 66.6152 internal_count=2255 2101 is_linear=0 shrinkage=0.000439788 Tree=8906 num_leaves=3 num_cat=0 split_feature=16 2 split_gain=2.90817 2.12194 threshold=0.50194500000000009 0.092720000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0051338072379679333 -0.02185356594904168 -0.0030504439324231568 leaf_weight=38.343441319429076 2.7202319003099538 27.24584355966681 leaf_count=1344 154 757 internal_value=0 0.00173416 internal_weight=0 65.5893 internal_count=2255 2101 is_linear=0 shrinkage=0.0224292 Tree=8907 num_leaves=3 num_cat=0 split_feature=16 2 split_gain=2.87648 1.89075 threshold=0.50194500000000009 0.092720000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.6697169899603947e-05 -0.00042324313572004931 -5.380046659439821e-05 leaf_weight=38.76378529137537 2.7524211500331139 27.645796994303055 leaf_count=1344 154 757 internal_value=0 3.40487e-05 internal_weight=0 66.4096 internal_count=2255 2101 is_linear=0 shrinkage=0.000439788 Tree=8908 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=1.49704 2.72627 2.65353 threshold=0.090435000000000015 0.019175000000000001 -0.24870499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015456293378688702 -0.00033350755568771359 0.00013906500148645425 8.7715823578266778e-05 leaf_weight=22.719417824561791 3.1276249944930887 8.3494121476396668 35.845235526499891 leaf_count=1205 29 238 794 internal_value=0 -7.56166e-05 5.37653e-05 internal_weight=0 31.0688 38.9729 internal_count=2266 1443 823 is_linear=0 shrinkage=0.000439788 Tree=8909 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=1.49477 2.70605 2.56809 threshold=-0.10071499999999999 -0.031974999999999996 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016224216600266506 9.436285835455188e-05 -0.00015561775559437473 0.00012795898590365259 leaf_weight=7.5796126887144046 13.097438995690935 23.162601242693199 26.349449546787127 leaf_count=151 690 1111 314 internal_value=0 -6.53205e-05 6.30745e-05 internal_weight=0 36.26 33.9291 internal_count=2266 1801 465 is_linear=0 shrinkage=0.000439788 Tree=8910 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=1.43386 2.73365 2.60186 threshold=0.090435000000000015 0.019175000000000001 -0.24870499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078923822169320781 -0.016949714252660064 0.0071354162537865086 0.0043536032932746044 leaf_weight=22.597657807970339 3.1196399144828311 8.3163994756268931 35.583301614411994 leaf_count=1205 29 238 794 internal_value=0 -0.00384774 0.00262894 internal_weight=0 30.9141 38.7029 internal_count=2266 1443 823 is_linear=0 shrinkage=0.0224292 Tree=8911 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=1.37242 2.61742 2.49266 threshold=0.090435000000000015 0.019175000000000001 -0.24870499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007731084274313395 -0.016617891608596679 0.0069839925094388137 0.0042608006259675065 leaf_weight=22.552618351987352 3.1110435023438177 8.3066632381378422 35.543708224262446 leaf_count=1205 29 238 794 internal_value=0 -0.00376823 0.00257305 internal_weight=0 30.8593 38.6548 internal_count=2266 1443 823 is_linear=0 shrinkage=0.0224292 Tree=8912 num_leaves=4 num_cat=0 split_feature=160 1 0 split_gain=2.34964 2.22683 1.95553 threshold=-0.091944999999999985 0.12212000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040993937854800675 1.3343353096047614e-05 0.00027499559013601974 0.00016486242951208006 leaf_weight=4.1468991537713 59.133152067469382 7.0213057885375738 1.5664100334397515 leaf_count=306 1736 179 34 internal_value=0 4.11852e-05 -0.000252322 internal_weight=0 66.1545 5.71331 internal_count=2255 1915 340 is_linear=0 shrinkage=0.000439788 Tree=8913 num_leaves=4 num_cat=0 split_feature=160 1 0 split_gain=2.23881 2.13209 1.99047 threshold=-0.091944999999999985 0.12212000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020846260346295664 0.00075207893523248184 0.013935343874020392 0.0089188837947987779 leaf_weight=4.0543417497590317 58.649998806577059 6.8785039854337802 1.5517089704771931 leaf_count=306 1736 179 34 internal_value=0 0.00213958 -0.0126052 internal_weight=0 65.5285 5.60605 internal_count=2255 1915 340 is_linear=0 shrinkage=0.0224292 Tree=8914 num_leaves=4 num_cat=0 split_feature=160 1 0 split_gain=2.15767 2.05407 1.93079 threshold=-0.091944999999999985 0.12212000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02065114135172617 0.00073524600912498544 0.013712240484650024 0.0087377188709194947 leaf_weight=4.0016324638449978 58.647614796023845 6.8344440816545093 1.548785787210363 leaf_count=306 1736 179 34 internal_value=0 0.00209327 -0.0124486 internal_weight=0 65.4821 5.55042 internal_count=2255 1915 340 is_linear=0 shrinkage=0.0224292 Tree=8915 num_leaves=4 num_cat=0 split_feature=160 1213 0 split_gain=2.0792 2.00407 1.87259 threshold=-0.091944999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020454255836033042 -0.017840756142227937 0.0028216277591853909 0.0085596944428436052 leaf_weight=3.9502999879102836 2.4344946332730606 63.002386841585576 1.5459663859801365 leaf_count=306 329 1586 34 internal_value=0 0.00204793 -0.012292 internal_weight=0 65.4369 5.49627 internal_count=2255 1915 340 is_linear=0 shrinkage=0.0224292 Tree=8916 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.30042 2.27315 2.23885 threshold=-0.08130999999999998 -0.085984999999999992 -0.074394999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029058781013626771 -0.028991560129734945 0.023006623619814037 -0.0017818364984233809 leaf_weight=16.158786634286347 1.5518537677999109 3.4142164394797865 48.263907970077071 leaf_count=512 37 48 1659 internal_value=0 0.00643115 -0.00264025 internal_weight=0 19.573 49.8158 internal_count=2256 560 1696 is_linear=0 shrinkage=0.0224292 Tree=8917 num_leaves=4 num_cat=0 split_feature=157 52 15 split_gain=2.22798 1.7575 1.36195 threshold=-0.076494999999999994 -0.08130999999999998 -0.0070549999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4293694344079022e-06 9.5412503106141058e-05 -7.5478158932758553e-05 0.00035073328851489643 leaf_weight=3.8728201941855787 15.628290554074509 45.437841525713338 5.1260250641134899 leaf_count=188 434 1550 84 internal_value=0 -3.1727e-05 0.000202451 internal_weight=0 61.0661 8.99885 internal_count=2256 1984 272 is_linear=0 shrinkage=0.000439788 Tree=8918 num_leaves=4 num_cat=0 split_feature=157 475 15 split_gain=2.24984 2.04345 1.32849 threshold=-0.076494999999999994 -1.0000000180025095e-35 -0.0070549999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043332096768280802 -0.023895211751864657 -0.00086681541841568757 0.017912316992680168 leaf_weight=3.8274844840166224 1.9859538540868005 58.473713171023974 5.0893852920416958 leaf_count=188 169 1815 84 internal_value=0 -0.00163055 0.0104266 internal_weight=0 60.4597 8.91687 internal_count=2256 1984 272 is_linear=0 shrinkage=0.0224292 Tree=8919 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=2.18344 2.20735 2.14896 threshold=-0.08130999999999998 -0.085984999999999992 -0.10197499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5895004613393793e-05 0.00037607220634890907 0.00044506592306152595 -6.8795073573227176e-05 leaf_weight=16.259774112166728 2.1772679468103879 3.3929621998177018 48.062261588610454 leaf_count=512 54 48 1642 internal_value=0 0.00012345 -4.938e-05 internal_weight=0 19.6527 50.2395 internal_count=2256 560 1696 is_linear=0 shrinkage=0.000439788 Tree=8920 num_leaves=4 num_cat=0 split_feature=2 52 1375 split_gain=2.05097 4.43132 2.57909 threshold=0.089765000000000025 -0.0058499999999999993 -0.081379999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030702215410625147 0.00048690679973306038 6.3056799850763842e-05 6.0493416734496939e-05 leaf_weight=9.4899319573305565 2.9350451990030697 18.289496091877254 38.614253792422005 leaf_count=426 27 788 1029 internal_value=0 -6.34926e-05 9.08251e-05 internal_weight=0 27.7794 41.5493 internal_count=2270 1214 1056 is_linear=0 shrinkage=0.000439788 Tree=8921 num_leaves=4 num_cat=0 split_feature=2 52 1374 split_gain=2.07403 4.3733 2.35074 threshold=0.089765000000000025 -0.0058499999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030466638939114936 0.00046050868556340828 6.2090706285569225e-05 6.2406009577323687e-05 leaf_weight=9.5125546841773048 3.0803011907264581 18.466793539122591 38.727748529553537 leaf_count=426 20 788 1036 internal_value=0 -6.27239e-05 9.19339e-05 internal_weight=0 27.9793 41.808 internal_count=2270 1214 1056 is_linear=0 shrinkage=0.000439788 Tree=8922 num_leaves=3 num_cat=0 split_feature=13 47 split_gain=1.98946 2.01491 threshold=-0.47365999999999991 0.099485000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018690083385658453 0.0020359739227783667 -0.010107096969777473 leaf_weight=3.1852607878608969 57.682628038123994 7.7849517282702427 leaf_count=64 2024 182 internal_value=0 0.000589478 internal_weight=0 65.4676 internal_count=2270 2206 is_linear=0 shrinkage=0.0224292 Tree=8923 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=1.92647 1.97946 threshold=-0.47365999999999991 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018485057866353037 0.0025130407217422925 -0.0072732932789653882 leaf_weight=3.148978731398528 52.515038040486616 12.944351939140686 leaf_count=64 1547 659 internal_value=0 0.000576273 internal_weight=0 65.4594 internal_count=2270 2206 is_linear=0 shrinkage=0.0224292 Tree=8924 num_leaves=4 num_cat=0 split_feature=131 124 42 split_gain=1.952 1.31774 0.990493 threshold=0.089305000000000009 -0.087644999999999987 0.094525000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026267321657668177 -0.0003839739154860674 7.4375240312799613e-05 5.0307309650106972e-05 leaf_weight=2.303586854148306 2.9528262127751068 66.396159754456221 1.5371078508615026 leaf_count=56 264 1906 52 internal_value=0 6.30038e-05 -0.000235716 internal_weight=0 68.6997 4.48993 internal_count=2278 1962 316 is_linear=0 shrinkage=0.000439788 Tree=8925 num_leaves=4 num_cat=0 split_feature=131 124 42 split_gain=1.90341 1.23962 0.983936 threshold=0.089305000000000009 -0.087569999999999995 0.094525000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012852778692836568 -0.019602585979279039 0.0037050769236589226 0.0025495424692379897 leaf_weight=2.3376068948600723 2.9113849420282341 65.862075542207549 1.5320410210406405 leaf_count=58 264 1904 52 internal_value=0 0.0031341 -0.0119866 internal_weight=0 68.1997 4.44343 internal_count=2278 1962 316 is_linear=0 shrinkage=0.0224292 Tree=8926 num_leaves=4 num_cat=0 split_feature=131 457 42 split_gain=1.83023 1.13411 0.95817 threshold=0.089305000000000009 0.048350000000000011 0.094525000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017528566797111729 -0.019417728265170197 0.009444968235875463 0.0024939275761767842 leaf_weight=56.565623468844933 2.8737885962982537 11.608526085095944 1.5315089207433628 leaf_count=1764 264 198 52 internal_value=0 0.00306493 -0.0118222 internal_weight=0 68.1741 4.4053 internal_count=2278 1962 316 is_linear=0 shrinkage=0.0224292 Tree=8927 num_leaves=4 num_cat=0 split_feature=131 124 42 split_gain=1.75994 1.29099 0.932794 threshold=0.089305000000000009 -0.087644999999999987 0.094525000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013513907797687965 -0.019230475090788214 0.0035748405141472553 0.0024394991624503265 leaf_weight=2.2832460144109055 2.8372877076326395 65.841869032181421 1.5309935477562246 leaf_count=56 264 1906 52 internal_value=0 0.00299848 -0.011658 internal_weight=0 68.1251 4.36828 internal_count=2278 1962 316 is_linear=0 shrinkage=0.0224292 Tree=8928 num_leaves=4 num_cat=0 split_feature=0 0 160 split_gain=2.14833 2.35533 1.88268 threshold=-0.10023499999999998 -0.077774999999999983 0.086175000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062053281224682035 -0.011801716758983675 3.8888931050396425e-05 -0.0078097817676106617 leaf_weight=28.086781662179419 12.772047604615407 24.910307269503392 5.8033071609399931 leaf_count=391 974 786 86 internal_value=0 -0.00397831 0.00380235 internal_weight=0 37.6824 33.8901 internal_count=2237 1760 477 is_linear=0 shrinkage=0.0224292 Tree=8929 num_leaves=4 num_cat=0 split_feature=0 0 160 split_gain=2.05644 2.26785 1.80097 threshold=-0.10023499999999998 -0.077774999999999983 0.086175000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060752904119100873 -0.011601786403745023 3.8017399672169992e-05 -0.0076309277925070453 leaf_weight=28.045396681958664 12.701872416577542 24.910197134788177 5.8065216459024205 leaf_count=391 974 786 86 internal_value=0 -0.00389672 0.00372133 internal_weight=0 37.6121 33.8519 internal_count=2237 1760 477 is_linear=0 shrinkage=0.0224292 Tree=8930 num_leaves=4 num_cat=0 split_feature=0 0 160 split_gain=1.98891 2.50294 1.66568 threshold=-0.10023499999999998 -0.077774999999999983 0.086175000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011721435691793407 -0.00023048733641280764 7.5526315435059295e-06 -0.00013927281485801133 leaf_weight=28.392999164967478 12.882440822204897 25.28916230071809 5.9002492747581519 leaf_count=391 974 786 86 internal_value=0 -7.28579e-05 7.30321e-05 internal_weight=0 38.1716 34.2932 internal_count=2237 1760 477 is_linear=0 shrinkage=0.000439788 Tree=8931 num_leaves=4 num_cat=0 split_feature=0 160 160 split_gain=1.96708 2.20517 1.72018 threshold=-0.10023499999999998 0.092845000000000011 0.086175000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059458401429432544 -0.0057420322116278648 0.011476031714923706 -0.0074459915664772383 leaf_weight=28.011847322264657 33.357882301306518 4.1965699358606789 5.8115715287667618 leaf_count=391 1615 145 86 internal_value=0 -0.00381312 0.00364194 internal_weight=0 37.5545 33.8234 internal_count=2237 1760 477 is_linear=0 shrinkage=0.0224292 Tree=8932 num_leaves=4 num_cat=0 split_feature=47 3 0 split_gain=1.9859 3.41397 1.32291 threshold=0.087235000000000021 -0.10628499999999998 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0094774165882251689 0.013047824800026579 -0.015273006728206213 -0.00088504394929245396 leaf_weight=7.0494210227770955 2.693325944361276 10.197415258879117 50.292152229737212 leaf_count=66 25 261 1942 internal_value=0 -0.00934525 0.000391619 internal_weight=0 12.8907 57.3416 internal_count=2294 286 2008 is_linear=0 shrinkage=0.0224292 Tree=8933 num_leaves=4 num_cat=0 split_feature=47 3 0 split_gain=1.91285 3.29728 1.27857 threshold=0.087235000000000021 -0.10628499999999998 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018308279156426581 0.00025326119067969205 -0.00029209326401036825 -1.6454150709374185e-05 leaf_weight=7.0590919699461656 2.6919850930571547 10.284791787613356 50.681779431430868 leaf_count=66 25 261 1942 internal_value=0 -0.000178756 7.99262e-06 internal_weight=0 12.9768 57.7409 internal_count=2294 286 2008 is_linear=0 shrinkage=0.000439788 Tree=8934 num_leaves=4 num_cat=0 split_feature=47 47 1 split_gain=1.73466 3.11967 1.46345 threshold=0.087235000000000021 0.098400000000000015 0.10098000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6198144202442618e-05 -0.00058470065641064877 -5.8966937867082394e-05 0.00012077278100579746 leaf_weight=42.339409188050467 2.7580893034737519 10.229678416188106 15.74318068773391 leaf_count=1597 76 210 411 internal_value=0 -0.000171306 6.37424e-06 internal_weight=0 12.9878 58.0826 internal_count=2294 286 2008 is_linear=0 shrinkage=0.000439788 Tree=8935 num_leaves=4 num_cat=0 split_feature=47 3 0 split_gain=1.89813 3.26995 1.26729 threshold=0.087235000000000021 -0.10628499999999998 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0092944240835958914 0.012863940592705937 -0.014940623624784551 -0.00086478883785408084 leaf_weight=7.0221535515302085 2.6729149800376026 10.1810969908729 50.313347805700005 leaf_count=66 25 261 1942 internal_value=0 -0.00914833 0.000382138 internal_weight=0 12.854 57.3355 internal_count=2294 286 2008 is_linear=0 shrinkage=0.0224292 Tree=8936 num_leaves=4 num_cat=0 split_feature=4 4 15 split_gain=1.61404 4.86448 2.40169 threshold=-0.084284999999999985 -0.083954999999999988 0.044085000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012999365372813559 0.038810885632231597 0.00078003260367904019 -0.02289460920374263 leaf_weight=10.685267240798565 1.7247489283181483 56.91691088246148 3.4022268574244654 leaf_count=205 11 1800 259 internal_value=0 0.00191085 -0.00653913 internal_weight=0 58.6417 14.0875 internal_count=2275 1811 464 is_linear=0 shrinkage=0.0224292 Tree=8937 num_leaves=4 num_cat=0 split_feature=4 4 15 split_gain=1.57477 4.58275 2.26636 threshold=-0.084284999999999985 -0.083954999999999988 0.044085000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.703130459045871e-05 0.00074185856050092353 1.5728017986101512e-05 -0.00043816448034676269 leaf_weight=10.755148512806043 1.7126614645094367 57.473061362598855 3.3993634700527755 leaf_count=205 11 1800 259 internal_value=0 3.69726e-05 -0.000126227 internal_weight=0 59.1857 14.1545 internal_count=2275 1811 464 is_linear=0 shrinkage=0.000439788 Tree=8938 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=1.57142 1.63181 threshold=-1.0000000180025095e-35 0.088215000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036316948009134205 3.1738513458953313e-05 -0.00031049082717993671 leaf_weight=2.1330204710175158 68.418406857123045 2.7862011065110428 leaf_count=218 1979 78 internal_value=0 1.82676e-05 internal_weight=0 71.2046 internal_count=2275 2057 is_linear=0 shrinkage=0.000439788 Tree=8939 num_leaves=3 num_cat=0 split_feature=1456 150 split_gain=1.55087 1.38958 threshold=-1.0000000180025095e-35 0.082295000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018614492145009671 -0.00081662991723057451 0.0068231480628367083 leaf_weight=2.1050758401775047 55.339222950700787 15.26512279823646 leaf_count=218 1746 311 internal_value=0 0.000836538 internal_weight=0 70.6043 internal_count=2275 2057 is_linear=0 shrinkage=0.0224292 Tree=8940 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.12347 1.781 threshold=-0.22896499999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017283456914536009 -0.018997572834194211 0.0012687552108101841 leaf_weight=2.0737165464670388 2.2368422004219601 66.048518807953542 leaf_count=30 127 2093 internal_value=0 0.000599761 internal_weight=0 68.2854 internal_count=2250 2220 is_linear=0 shrinkage=0.0224292 Tree=8941 num_leaves=4 num_cat=0 split_feature=160 2 151 split_gain=1.09361 2.69186 1.3534 threshold=0.085330000000000003 0.090545000000000014 -0.27336999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036172405661437861 -0.0001451089163349835 0.00030516446685850955 1.0086192705167173e-05 leaf_weight=1.9380876013601653 3.9414332154228742 7.3008212097583964 58.1997229192134 leaf_count=45 116 146 1943 internal_value=0 0.000147324 -2.00729e-06 internal_weight=0 11.2423 60.1378 internal_count=2250 262 1988 is_linear=0 shrinkage=0.000439788 Tree=8942 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.08435 1.71186 threshold=-0.22896499999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017041068202971518 -0.018676956708862748 0.0012405623393417326 leaf_weight=2.056957663211505 2.2254902289514567 66.059542863084289 leaf_count=30 127 2093 internal_value=0 0.000586388 internal_weight=0 68.285 internal_count=2250 2220 is_linear=0 shrinkage=0.0224292 Tree=8943 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.05132 1.64281 threshold=-0.22896499999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032885746066922168 -0.00035645275584455128 2.4224638220663039e-05 leaf_weight=2.0636939778341903 2.2480977188006355 66.651909012542092 leaf_count=30 127 2093 internal_value=0 1.17084e-05 internal_weight=0 68.9 internal_count=2250 2220 is_linear=0 shrinkage=0.000439788 Tree=8944 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=1.85452 1.48743 threshold=0.17982000000000001 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011112928420329116 -0.012613792091776462 0.0028756758998985444 leaf_weight=4.0451458903535231 4.6111254213728889 64.786730761377612 leaf_count=351 120 1773 internal_value=0 0.00205073 internal_weight=0 68.8319 internal_count=2244 2124 is_linear=0 shrinkage=0.0224292 Tree=8945 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=1.80533 1.50323 threshold=0.17982000000000001 0.077655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.792653481771141e-06 -0.00024116828533694992 0.00015005320747709508 leaf_weight=51.665571749243554 4.660511572899849 18.086948237747947 leaf_count=1406 120 718 internal_value=0 4.10082e-05 internal_weight=0 69.7525 internal_count=2244 2124 is_linear=0 shrinkage=0.000439788 Tree=8946 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=1.68442 1.39884 threshold=0.17982000000000001 0.077655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3257366725429623e-06 -0.00023148185533000245 0.00014561751413814231 leaf_weight=51.700134119289942 4.6967525534000734 18.001770014931026 leaf_count=1406 120 718 internal_value=0 4.0105e-05 internal_weight=0 69.7019 internal_count=2244 2124 is_linear=0 shrinkage=0.000439788 Tree=8947 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=1.77576 1.43387 threshold=0.17982000000000001 -0.0048499999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021241499080072867 -0.00024022244017179797 5.5236168361508109e-05 leaf_weight=4.0963382228947003 4.6702552640381318 65.363299235632439 leaf_count=351 120 1773 internal_value=0 3.93976e-05 internal_weight=0 69.4596 internal_count=2244 2124 is_linear=0 shrinkage=0.000439788 Tree=8948 num_leaves=4 num_cat=0 split_feature=0 2 12 split_gain=2.0675 1.83217 1.14202 threshold=-0.061684999999999997 -0.0061899999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030782724058427905 0.00035745530764112049 4.6310699488737435e-06 9.4024146893080808e-05 leaf_weight=3.9167257732478893 4.0497111148106368 46.65876245477466 14.733172493752134 leaf_count=66 102 1814 316 internal_value=0 -1.96737e-05 0.000151127 internal_weight=0 50.5755 18.7829 internal_count=2298 1880 418 is_linear=0 shrinkage=0.000439788 Tree=8949 num_leaves=4 num_cat=0 split_feature=0 2 12 split_gain=2.05516 1.86404 1.11435 threshold=-0.061684999999999997 -0.0061899999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015923488068992075 0.01813399182453854 0.00019601266364348711 0.004780697093357357 leaf_weight=3.8942033502535187 3.9950979217610465 46.397413926378704 14.617537944688591 leaf_count=66 102 1814 316 internal_value=0 -0.00105773 0.00766255 internal_weight=0 50.2916 18.6126 internal_count=2298 1880 418 is_linear=0 shrinkage=0.0224292 Tree=8950 num_leaves=4 num_cat=0 split_feature=0 47 12 split_gain=1.9707 1.83552 1.08601 threshold=-0.061684999999999997 0.090100000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010021994635639555 0.017915977575490356 -0.010045937916525886 0.004678552561455566 leaf_weight=41.031086477993767 3.9537190370283524 9.2552662345151457 14.602251359161526 leaf_count=1688 102 192 316 internal_value=0 -0.00103426 0.00751457 internal_weight=0 50.2864 18.556 internal_count=2298 1880 418 is_linear=0 shrinkage=0.0224292 Tree=8951 num_leaves=4 num_cat=0 split_feature=0 2 12 split_gain=1.90278 1.78255 1.03978 threshold=-0.061684999999999997 -0.0061899999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003038811039237453 0.00034481276803662898 4.8719689666379873e-06 9.1139827869298379e-05 leaf_weight=3.8999170168390256 3.9544793806853731 46.871374912024294 14.756966808599826 leaf_count=66 102 1814 316 internal_value=0 -1.89497e-05 0.000145048 internal_weight=0 50.7713 18.7114 internal_count=2298 1880 418 is_linear=0 shrinkage=0.000439788 Tree=8952 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=2.06964 1.38158 threshold=-0.49367499999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043314582644309827 2.6972077102980734e-05 -0.00031852887833079205 leaf_weight=2.0337689750303971 65.134774154935258 2.2991328781922666 leaf_count=101 2081 75 internal_value=0 1.51055e-05 internal_weight=0 67.4339 internal_count=2257 2156 is_linear=0 shrinkage=0.000439788 Tree=8953 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=2.08092 1.53313 threshold=-0.49367499999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043150582887613542 2.774625628573545e-05 -0.00033524423724336889 leaf_weight=2.0602206884941543 65.028613011510515 2.3120858445467993 leaf_count=101 2081 75 internal_value=0 1.51918e-05 internal_weight=0 67.3407 internal_count=2257 2156 is_linear=0 shrinkage=0.000439788 Tree=8954 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=2.07125 1.42029 threshold=-0.49367499999999992 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022336829820892273 0.0013073632190659956 -0.016627247580095858 leaf_weight=2.0064416810637331 64.182870710211319 2.2819250254531189 leaf_count=101 2081 75 internal_value=0 0.000687019 internal_weight=0 66.4648 internal_count=2257 2156 is_linear=0 shrinkage=0.0224292 Tree=8955 num_leaves=3 num_cat=0 split_feature=4 1375 split_gain=1.87815 1.44554 threshold=-0.49367499999999992 -0.43150999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041613330594083837 -0.00035805167770245916 2.5648425525183936e-05 leaf_weight=1.9981706122634921 1.9367098169750523 65.452744680673732 leaf_count=101 15 2141 internal_value=0 1.4523e-05 internal_weight=0 67.3895 internal_count=2257 2156 is_linear=0 shrinkage=0.000439788 Tree=8956 num_leaves=4 num_cat=0 split_feature=156 51 13 split_gain=1.41652 2.13944 1.16584 threshold=0.091255000000000017 -0.076794999999999988 -0.45122499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033579676901526463 -0.00046992506996357399 0.00018676754315130983 6.1733476855927737e-05 leaf_weight=3.1302503663246162 2.2857051717346626 1.6298963666922635 64.843633658402723 leaf_count=60 110 73 2024 internal_value=0 -0.000196992 7.44451e-05 internal_weight=0 3.9156 67.9739 internal_count=2267 183 2084 is_linear=0 shrinkage=0.000439788 Tree=8957 num_leaves=4 num_cat=0 split_feature=156 51 13 split_gain=1.45646 2.11952 1.09338 threshold=0.091255000000000017 -0.076794999999999988 -0.45122499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016912331193546168 -0.024242233116119238 0.0093776353434033618 0.0032355933362728162 leaf_weight=3.0638146413548375 2.2500290905140905 1.6007259316320404 64.402200405758776 leaf_count=60 110 73 2024 internal_value=0 -0.0102894 0.0038613 internal_weight=0 3.85076 67.466 internal_count=2267 183 2084 is_linear=0 shrinkage=0.0224292 Tree=8958 num_leaves=4 num_cat=0 split_feature=156 51 13 split_gain=1.3971 2.04241 1.0617 threshold=0.091255000000000017 -0.076794999999999988 -0.45122499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016706580080097771 -0.023886659581315486 0.009201604772494083 0.0031637166923258785 leaf_weight=3.0325727300041754 2.2327867449844239 1.5951873204612628 64.388637412484968 leaf_count=60 110 73 2024 internal_value=0 -0.0101209 0.00377743 internal_weight=0 3.82797 67.4212 internal_count=2267 183 2084 is_linear=0 shrinkage=0.0224292 Tree=8959 num_leaves=4 num_cat=0 split_feature=156 51 13 split_gain=1.3259 1.96795 1.06421 threshold=0.091255000000000017 -0.076794999999999988 -0.45122499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032548582780943887 -0.00045764652038693914 0.00017653789127123934 5.9887434277568284e-05 leaf_weight=3.0378093805666131 2.242065609741076 1.6137130293500366 64.809559704954154 leaf_count=60 110 73 2024 internal_value=0 -0.000192667 7.18676e-05 internal_weight=0 3.85578 67.8474 internal_count=2267 183 2084 is_linear=0 shrinkage=0.000439788 Tree=8960 num_leaves=4 num_cat=0 split_feature=123 156 1 split_gain=2.46047 2.38085 0.579809 threshold=1.0000000180025095e-35 0.088775000000000007 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052732200983569041 0.0045885612067397396 -0.017171284536976559 0.021747191187909257 leaf_weight=60.150511829303014 1.4605410492513318 4.0640964290764705 3.1429328925441951 leaf_count=1834 23 208 170 internal_value=0 -0.00059758 0.0163447 internal_weight=0 64.2146 4.60347 internal_count=2235 2042 193 is_linear=0 shrinkage=0.0224292 Tree=8961 num_leaves=4 num_cat=0 split_feature=123 156 1 split_gain=2.40578 2.27153 0.583481 threshold=1.0000000180025095e-35 0.088775000000000007 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0668451873850294e-05 8.8662361666748564e-05 -0.00032587854583064136 0.00042488785189961019 leaf_weight=60.723009728030775 1.4808146969880898 4.1244993568725468 3.1228226395032834 leaf_count=1834 23 208 170 internal_value=0 -1.08266e-05 0.00031755 internal_weight=0 64.8475 4.60364 internal_count=2235 2042 193 is_linear=0 shrinkage=0.000439788 Tree=8962 num_leaves=4 num_cat=0 split_feature=123 156 1 split_gain=2.41969 2.18601 0.602489 threshold=1.0000000180025095e-35 0.088775000000000007 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8552746554857192e-06 8.4216399439600992e-05 -0.00032216916720077647 0.00042472617734137178 leaf_weight=60.819231325141118 1.4929339413065452 4.1274452907387049 3.1282445222168462 leaf_count=1834 23 208 170 internal_value=0 -1.32067e-05 0.000315519 internal_weight=0 64.9467 4.62118 internal_count=2235 2042 193 is_linear=0 shrinkage=0.000439788 Tree=8963 num_leaves=4 num_cat=0 split_feature=123 156 1 split_gain=2.47676 2.20774 0.573272 threshold=1.0000000180025095e-35 0.088775000000000007 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3535447087791785e-06 9.2297431055493587e-05 -0.00032310599516437871 0.00042527756187555552 leaf_weight=60.927693139833082 1.4803618304431427 4.1323227286238753 3.1469492046162486 leaf_count=1834 23 208 170 internal_value=0 -1.27879e-05 0.000319568 internal_weight=0 65.06 4.62731 internal_count=2235 2042 193 is_linear=0 shrinkage=0.000439788 Tree=8964 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=2.65798 1.62682 threshold=-0.012544999999999999 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044356561141726012 1.1207592983534603e-05 -0.00021497924856260584 leaf_weight=2.5601679346764277 62.222673638607375 6.8055839675948837 leaf_count=83 1785 354 internal_value=0 -1.11457e-05 internal_weight=0 69.0283 internal_count=2222 2139 is_linear=0 shrinkage=0.000439788 Tree=8965 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=2.62375 1.69498 threshold=-0.012544999999999999 0.086260000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022637421776112769 0.0014660551499126855 -0.0067031386217132017 leaf_weight=2.5245332507438425 51.460399015364374 16.976464205134107 leaf_count=83 1793 346 internal_value=0 -0.000561701 internal_weight=0 68.4369 internal_count=2222 2139 is_linear=0 shrinkage=0.0224292 Tree=8966 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=2.52272 1.64489 threshold=-0.012544999999999999 0.09167500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022261619837795107 0.00060110003675688142 -0.011056676765781462 leaf_weight=2.5100591654190785 61.700710361002393 6.7361973349525206 leaf_count=83 1785 354 internal_value=0 -0.00054913 internal_weight=0 68.4369 internal_count=2222 2139 is_linear=0 shrinkage=0.0224292 Tree=8967 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=2.44397 1.67479 threshold=-0.012544999999999999 0.086260000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042856396691035427 3.0277789043514281e-05 -0.00012785082342988899 leaf_weight=2.5404977662328738 52.088083211210687 17.222113893381902 leaf_count=83 1793 346 internal_value=0 -9.0382e-06 internal_weight=0 69.3102 internal_count=2222 2139 is_linear=0 shrinkage=0.000439788 Tree=8968 num_leaves=4 num_cat=0 split_feature=133 3 159 split_gain=1.5695 2.11938 1.71763 threshold=0.091360000000000011 -0.075129999999999988 0.10506000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056624133941136781 -0.023820354604109837 0.0010283932123972181 -0.016735606146715817 leaf_weight=59.603649670361392 3.4739220694500546 3.4118514103229236 3.0142720428575549 leaf_count=1676 298 161 157 internal_value=0 -0.0115392 -0.000271474 internal_weight=0 6.88577 62.6179 internal_count=2292 459 1833 is_linear=0 shrinkage=0.0224292 Tree=8969 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=1.56853 3.13963 2.28587 threshold=0.10044000000000002 1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055353434885964834 0.0080034304948525536 0.020458024821721328 -0.0055112914189759526 leaf_weight=40.242993312620911 16.640355169165563 2.4631798095069817 10.104141461186371 leaf_count=1702 397 17 176 internal_value=0 -0.00402764 0.00289724 internal_weight=0 42.7062 26.7445 internal_count=2292 1719 573 is_linear=0 shrinkage=0.0224292 Tree=8970 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=1.65082 2.93878 2.02853 threshold=0.10098000000000001 1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010579403081694949 0.0001565366171374258 0.00039032894011086183 -9.2144592193748104e-05 leaf_weight=40.8717001521577 16.500976182684102 2.4289296173956236 10.283676725135591 leaf_count=1708 392 17 175 internal_value=0 -7.78045e-05 6.10605e-05 internal_weight=0 43.3006 26.7847 internal_count=2292 1725 567 is_linear=0 shrinkage=0.000439788 Tree=8971 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=1.67344 2.90396 2.15264 threshold=0.10044000000000002 1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010778869783655326 0.00015663458904141653 0.00038725064149073153 -9.888624999628149e-05 leaf_weight=40.692777871859107 16.766570350682745 2.4101088840980074 10.267176213419587 leaf_count=1702 397 17 176 internal_value=0 -7.99492e-05 5.95887e-05 internal_weight=0 43.1029 27.0337 internal_count=2292 1719 573 is_linear=0 shrinkage=0.000439788 Tree=8972 num_leaves=3 num_cat=0 split_feature=39 133 split_gain=2.30341 1.35185 threshold=0.11163500000000001 0.10357500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.8359932124557456e-05 -0.021431271683894002 0.011661161323208833 leaf_weight=63.781904935339753 2.3585500970038984 5.5083900910085495 leaf_count=1874 67 302 internal_value=0 0.00102053 internal_weight=0 69.2903 internal_count=2243 2176 is_linear=0 shrinkage=0.0224292 Tree=8973 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=2.17254 1.31906 threshold=0.11163500000000001 0.11621500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1290776025101831e-05 -0.00040207125082656356 -0.00030030038347374693 leaf_weight=67.524277941316541 2.4231533792390101 2.3838424086416117 leaf_count=2091 67 85 internal_value=0 1.99047e-05 internal_weight=0 69.9081 internal_count=2243 2176 is_linear=0 shrinkage=0.000439788 Tree=8974 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=2.19397 1.34009 threshold=0.11163500000000001 0.11621500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015848199686029308 -0.020880562206600631 -0.015557701197336809 leaf_weight=66.937931092753615 2.3661156629095776 2.3564736638227251 leaf_count=2091 67 85 internal_value=0 0.000997735 internal_weight=0 69.2944 internal_count=2243 2176 is_linear=0 shrinkage=0.0224292 Tree=8975 num_leaves=3 num_cat=0 split_feature=39 16 split_gain=1.99717 1.30155 threshold=0.11163500000000001 -0.52356999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021348854686470051 -0.00038603764930890107 3.4267175310358992e-05 leaf_weight=4.3553776005446698 2.4199786817625855 65.633341637536887 leaf_count=97 67 2079 internal_value=0 1.87954e-05 internal_weight=0 69.9887 internal_count=2243 2176 is_linear=0 shrinkage=0.000439788 Tree=8976 num_leaves=4 num_cat=0 split_feature=12 49 2 split_gain=1.99531 1.87328 1.61454 threshold=0.084045000000000022 -0.19998499999999997 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019286842390275801 0.00032964663347018739 -0.0001254142165273482 -3.0766001451374373e-06 leaf_weight=11.683970971793313 1.851999028353023 27.141835103888297 26.66227339793204 leaf_count=216 22 1458 542 internal_value=0 -9.61491e-05 5.66934e-05 internal_weight=0 28.9938 38.3462 internal_count=2238 1480 758 is_linear=0 shrinkage=0.000439788 Tree=8977 num_leaves=4 num_cat=0 split_feature=12 49 48 split_gain=1.956 1.80591 1.28145 threshold=0.084045000000000022 -0.19998499999999997 -0.088899999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010955803021244652 0.016735471694482695 -0.0063969522987724009 0.0040558943632070434 leaf_weight=3.0979066834843243 1.7942896719323496 26.828163474642906 34.868998903001739 leaf_count=40 22 1458 718 internal_value=0 -0.00493663 0.00282613 internal_weight=0 28.6225 37.9669 internal_count=2238 1480 758 is_linear=0 shrinkage=0.0224292 Tree=8978 num_leaves=4 num_cat=0 split_feature=12 49 2 split_gain=1.87175 1.73668 1.73099 threshold=0.084045000000000022 -0.19998499999999997 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0099726853540960461 0.01653190685136945 -0.0062611323748404217 -0.0004174770375652727 leaf_weight=11.607459884855414 1.7760858668480093 26.796129038774552 26.337935648719395 leaf_count=216 22 1458 542 internal_value=0 -0.00483419 0.00276428 internal_weight=0 28.5722 37.9454 internal_count=2238 1480 758 is_linear=0 shrinkage=0.0224292 Tree=8979 num_leaves=4 num_cat=0 split_feature=12 49 2 split_gain=1.87491 1.69273 1.61801 threshold=0.084045000000000022 -0.19998499999999997 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019149579603834911 0.00031910924000742418 -0.00012128720185734467 -5.0510276276098823e-06 leaf_weight=11.631683556264759 1.7825840264558817 26.967587044359789 26.584695816187377 leaf_count=216 22 1458 542 internal_value=0 -9.37878e-05 5.48365e-05 internal_weight=0 28.7502 38.2164 internal_count=2238 1480 758 is_linear=0 shrinkage=0.000439788 Tree=8980 num_leaves=4 num_cat=0 split_feature=42 39 2 split_gain=1.21137 1.4807 1.07164 threshold=0.10258000000000002 0.10508500000000001 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.358378430884727e-05 -0.00034731526264536407 -0.00028804513483579803 8.3413287989949822e-05 leaf_weight=65.410009724610063 2.8525207126676824 2.3825972681188423 1.818435780405707 leaf_count=1988 166 52 90 internal_value=0 5.1148e-05 -0.000179973 internal_weight=0 67.7926 4.67096 internal_count=2296 2040 256 is_linear=0 shrinkage=0.000439788 Tree=8981 num_leaves=4 num_cat=0 split_feature=42 157 2 split_gain=1.19811 1.11338 1.0791 threshold=0.10258000000000002 1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031861787947286909 -0.017789191256636264 -0.011635735646457784 0.004371074034965592 leaf_weight=64.625906124222865 2.8227823141132822 2.6357677428852631 1.7988634057473971 leaf_count=1907 166 133 90 internal_value=0 0.00260222 -0.00918134 internal_weight=0 67.2617 4.62165 internal_count=2296 2040 256 is_linear=0 shrinkage=0.0224292 Tree=8982 num_leaves=4 num_cat=0 split_feature=42 39 2 split_gain=1.14961 1.49783 1.04245 threshold=0.10258000000000002 0.10508500000000001 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031860133713622011 -0.017545054708603333 -0.014917079302460046 0.0042772007206424312 leaf_weight=64.862206345635968 2.7984106644780686 2.3650323063266105 1.7975453931721856 leaf_count=1988 166 52 90 internal_value=0 0.0025451 -0.00902766 internal_weight=0 67.2272 4.59596 internal_count=2296 2040 256 is_linear=0 shrinkage=0.0224292 Tree=8983 num_leaves=4 num_cat=0 split_feature=0 16 48 split_gain=1.13173 3.52261 2.19676 threshold=-0.10071499999999999 -0.056974999999999991 0.092805000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8077602137146328e-06 -5.870015200140356e-05 0.00029911733850986538 0.00023024605365550498 leaf_weight=21.493110392293602 33.817561672913598 10.880718138435666 5.9709050311030287 leaf_count=324 1663 133 176 internal_value=0 9.54641e-05 -1.52494e-05 internal_weight=0 32.3738 39.7885 internal_count=2296 457 1839 is_linear=0 shrinkage=0.000439788 Tree=8984 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.68559 2.32045 threshold=-0.49071999999999993 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015889395886451108 -0.00047868452954007715 0.011889139332667572 leaf_weight=3.0309069509385145 57.44560496995291 8.7814294509607844 leaf_count=117 1985 164 internal_value=0 0.00116419 internal_weight=0 66.227 internal_count=2266 2149 is_linear=0 shrinkage=0.0224292 Tree=8985 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.59145 2.2558 threshold=-0.49071999999999993 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029990888059422497 -8.36561312020712e-06 0.00022969336906072485 leaf_weight=3.0660415721649761 58.155584684825271 8.8541050592684751 leaf_count=117 1985 164 internal_value=0 2.3146e-05 internal_weight=0 67.0097 internal_count=2266 2149 is_linear=0 shrinkage=0.000439788 Tree=8986 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.61395 2.22863 threshold=-0.49071999999999993 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015569542281487318 -0.00046693471476704461 0.011679309991277717 leaf_weight=3.0227202984970054 57.459761467671342 8.7383984192547342 leaf_count=117 1985 164 internal_value=0 0.00113932 internal_weight=0 66.1982 internal_count=2266 2149 is_linear=0 shrinkage=0.0224292 Tree=8987 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.53189 2.13051 threshold=-0.49071999999999993 -0.020899999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029355232824418355 -7.2699939505571276e-06 0.00022506752404491509 leaf_weight=3.0675676034006747 57.89939618172798 8.7736740377858933 leaf_count=117 1985 164 internal_value=0 2.33595e-05 internal_weight=0 66.6731 internal_count=2266 2149 is_linear=0 shrinkage=0.000439788 Tree=8988 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=3.89814 1.63776 1.12351 threshold=-0.24600999999999998 0.109225 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052840833527280796 1.7847578146666707e-06 0.00017017899144996935 -9.439587948032031e-05 leaf_weight=3.0690011069409584 50.018338531515155 14.364043955149098 1.8571453963777456 leaf_count=181 1621 361 85 internal_value=0 3.93937e-05 -0.000365783 internal_weight=0 64.3824 4.92615 internal_count=2248 1982 266 is_linear=0 shrinkage=0.000439788 Tree=8989 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=3.76332 1.61322 1.1559 threshold=-0.24600999999999998 0.109225 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027093149246473394 -2.683936550042733e-05 0.0085547518199896432 -0.0044678053066444737 leaf_weight=3.011251500830439 49.457328901789879 14.160497935235979 1.8310805141445596 leaf_count=181 1621 361 85 internal_value=0 0.0018853 -0.0185887 internal_weight=0 63.6178 4.84233 internal_count=2248 1982 266 is_linear=0 shrinkage=0.0224292 Tree=8990 num_leaves=4 num_cat=0 split_feature=52 39 2 split_gain=3.63384 1.57 1.14367 threshold=-0.24600999999999998 0.085245000000000015 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026952396985230803 0.00070506946672679676 0.012746509525029249 -0.004371122651476227 leaf_weight=2.9597658046950519 57.56256613479627 5.9977776290143074 1.8300375040053039 leaf_count=181 1751 231 85 internal_value=0 0.00184483 -0.0183764 internal_weight=0 63.5603 4.7898 internal_count=2248 1982 266 is_linear=0 shrinkage=0.0224292 Tree=8991 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=3.5085 1.53826 1.13129 threshold=-0.24600999999999998 0.109225 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026811522230336834 -5.8039568133317096e-05 0.0083428225227436363 -0.0042764362867064067 leaf_weight=2.9092542323242006 49.446699780442714 14.070273435640045 1.8290362625029954 leaf_count=181 1621 361 85 internal_value=0 0.00180487 -0.0181648 internal_weight=0 63.517 4.73829 internal_count=2248 1982 266 is_linear=0 shrinkage=0.0224292 Tree=8992 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=1.53311 2.70519 threshold=0.078475000000000017 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015089769452993347 -0.011993382493064794 0.025755471209449651 leaf_weight=65.957827820194552 3.9414461729611494 2.3801518875989123 leaf_count=2131 105 40 internal_value=0 0.00236042 internal_weight=0 68.338 internal_count=2276 2171 is_linear=0 shrinkage=0.0224292 Tree=8993 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=1.46696 2.60789 threshold=0.078475000000000017 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014753300683673614 -0.011740682268039817 0.025363247729793106 leaf_weight=65.94949377287162 3.9364422632861524 2.3632370834384337 leaf_count=2131 105 40 internal_value=0 0.00230857 internal_weight=0 68.3127 internal_count=2276 2171 is_linear=0 shrinkage=0.0224292 Tree=8994 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=1.40356 2.51347 threshold=0.078475000000000017 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014424283256261002 -0.011492217085134813 0.024971837440217848 leaf_weight=65.941393597324577 3.9318154608044997 2.3469279964410807 leaf_count=2131 105 40 internal_value=0 0.00225784 internal_weight=0 68.2883 internal_count=2276 2171 is_linear=0 shrinkage=0.0224292 Tree=8995 num_leaves=3 num_cat=0 split_feature=13 41 split_gain=1.39625 1.47523 threshold=-0.53696499999999991 0.078475000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039278346651325854 5.7142517803208903e-05 -0.00021799462393238449 leaf_weight=1.4395638658752421 67.797684140426099 3.9724075881094896 leaf_count=18 2153 105 internal_value=0 4.186e-05 internal_weight=0 71.7701 internal_count=2276 2258 is_linear=0 shrinkage=0.000439788 Tree=8996 num_leaves=4 num_cat=0 split_feature=0 0 12 split_gain=1.36338 1.99746 1.26905 threshold=-0.077944999999999987 -0.082064999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030600997019917278 0.015767631944905033 -0.021274272900785044 0.0027540635118202218 leaf_weight=44.486024023975915 4.5180187011665138 2.3902238089112862 22.367251333340391 leaf_count=1204 141 258 665 internal_value=0 -0.00138341 0.00495061 internal_weight=0 46.8762 26.8853 internal_count=2268 1462 806 is_linear=0 shrinkage=0.0224292 Tree=8997 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=1.30533 1.94311 1.63743 threshold=-0.077944999999999987 -0.082064999999999985 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029914377275356776 -0.0080597037157727151 -0.021135669643703028 0.0072206162221820983 leaf_weight=44.486840469016897 4.1607693891855915 2.3524884844809995 22.680977626218009 leaf_count=1204 125 258 681 internal_value=0 -0.00135384 0.00484795 internal_weight=0 46.8393 26.8417 internal_count=2268 1462 806 is_linear=0 shrinkage=0.0224292 Tree=8998 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=1.29913 1.92569 1.58263 threshold=-0.077944999999999987 -0.082064999999999985 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4615947576142789e-06 -0.0001538771619905087 -0.00041159756380935303 0.00013934746013086072 leaf_weight=44.945067843455035 4.1988407241005943 2.3708091967782812 22.889790076604186 leaf_count=1204 125 258 681 internal_value=0 -2.69192e-05 9.38202e-05 internal_weight=0 47.3159 27.0886 internal_count=2268 1462 806 is_linear=0 shrinkage=0.000439788 Tree=8999 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=1.24916 1.88957 1.56599 threshold=-0.077944999999999987 -0.082064999999999985 -0.49071999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029301505573342871 -0.0078762872689923658 -0.020991946150200034 0.0070680103850721144 leaf_weight=44.496506894482309 4.1611980825546224 2.3160544318825478 22.648809951826479 leaf_count=1204 125 258 681 internal_value=0 -0.00132524 0.00474454 internal_weight=0 46.8126 26.81 internal_count=2268 1462 806 is_linear=0 shrinkage=0.0224292 Tree=9000 num_leaves=4 num_cat=0 split_feature=133 15 129 split_gain=1.65949 2.18303 1.36172 threshold=0.10357500000000001 0.088435000000000014 0.085550000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3563942628170477e-05 -0.00016186031515666777 0.00042002329817431559 -0.00035448190802545455 leaf_weight=62.521608500681396 1.9086127506106993 3.5336525300808717 2.4824618216939589 leaf_count=1813 171 166 167 internal_value=0 0.000216103 -3.63018e-05 internal_weight=0 5.44227 65.0041 internal_count=2317 337 1980 is_linear=0 shrinkage=0.000439788 Tree=9001 num_leaves=3 num_cat=0 split_feature=48 130 split_gain=1.46584 1.63422 threshold=0.12474000000000002 -0.0015749999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027099193289198534 -0.00028558491807801928 1.5648659807865086e-05 leaf_weight=4.0787383022689019 3.6995238097824759 62.833120435278943 leaf_count=210 73 2034 internal_value=0 -1.89636e-06 internal_weight=0 66.9119 internal_count=2317 2244 is_linear=0 shrinkage=0.000439788 Tree=9002 num_leaves=4 num_cat=0 split_feature=133 15 129 split_gain=1.64767 2.15857 1.3492 threshold=0.10357500000000001 0.088435000000000014 0.085550000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2566870593915756e-05 -0.00015778263563507545 0.0004179094582767514 -0.00035002601713425346 leaf_weight=62.872742845755965 1.9329636063557689 3.5539114026760217 2.512706492097549 leaf_count=1813 171 166 167 internal_value=0 0.000215256 -3.52493e-05 internal_weight=0 5.48688 65.3854 internal_count=2317 337 1980 is_linear=0 shrinkage=0.000439788 Tree=9003 num_leaves=4 num_cat=0 split_feature=133 15 129 split_gain=1.62435 2.16409 1.3527 threshold=0.10357500000000001 0.088435000000000014 0.085550000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2436920813714794e-05 -0.00016114383324283596 0.00041790679928100326 -0.00035240873632183886 leaf_weight=62.594308020392873 1.9126584159312177 3.5303845071684918 2.4799369659435788 leaf_count=1813 171 166 167 internal_value=0 0.000214579 -3.51116e-05 internal_weight=0 5.44304 65.0742 internal_count=2317 337 1980 is_linear=0 shrinkage=0.000439788 Tree=9004 num_leaves=4 num_cat=0 split_feature=1 454 16 split_gain=1.85667 2.99575 1.50088 threshold=0.10098000000000001 1.0000000180025095e-35 -0.44822499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010860191007426658 -0.00013032681451213558 0.00038950951371608227 0.00012423451625999412 leaf_weight=40.739524857223842 5.7223615117764011 2.4586851517669848 20.393552388108219 leaf_count=1677 146 16 429 internal_value=0 -8.00917e-05 6.84021e-05 internal_weight=0 43.1982 26.1159 internal_count=2268 1693 575 is_linear=0 shrinkage=0.000439788 Tree=9005 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=1.79489 1.46483 threshold=0.50973500000000016 0.081790000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6383815512652575e-05 0.00038185631878557961 -0.00027917095949362661 leaf_weight=63.214345389245864 2.0555297680257345 4.3685788919108282 leaf_count=2039 105 124 internal_value=0 -3.34445e-05 internal_weight=0 67.5829 internal_count=2268 2163 is_linear=0 shrinkage=0.000439788 Tree=9006 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=1.80101 1.43287 threshold=0.50973500000000016 0.081790000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8299201305409447e-05 0.00038240579556764198 -0.00027912465778144482 leaf_weight=62.837984029981726 2.0394373045819512 4.3373704521452501 leaf_count=2039 105 124 internal_value=0 -3.52147e-05 internal_weight=0 67.1754 internal_count=2268 2163 is_linear=0 shrinkage=0.000439788 Tree=9007 num_leaves=4 num_cat=0 split_feature=1 454 16 split_gain=1.67975 2.95933 1.55448 threshold=0.10098000000000001 1.0000000180025095e-35 -0.44822499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053332335816273831 -0.0070206649366308044 0.019962677193692137 0.0062666308538343249 leaf_weight=40.456810754138814 5.6558226661454709 2.449896481120958 20.186616646902621 leaf_count=1677 146 16 429 internal_value=0 -0.00388065 0.00335556 internal_weight=0 42.9067 25.8424 internal_count=2268 1693 575 is_linear=0 shrinkage=0.0224292 Tree=9008 num_leaves=3 num_cat=0 split_feature=52 39 split_gain=1.8092 1.51744 threshold=-0.5138299999999999 0.11233000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023135533682508272 0.0026411925964517973 -0.015439756168942116 leaf_weight=1.4501930341702962 67.320131526154682 2.4000959918339495 leaf_count=168 2059 57 internal_value=0 0.00201471 internal_weight=0 69.7202 internal_count=2284 2116 is_linear=0 shrinkage=0.0224292 Tree=9009 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.64741 1.6984 threshold=0.087855000000000016 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002034929785227411 -0.00034602822638712992 5.9241623095613887e-05 leaf_weight=5.1206779159656426 2.1895901860261793 64.254145185364905 leaf_count=260 62 1962 internal_value=0 3.97981e-05 internal_weight=0 69.3748 internal_count=2284 2222 is_linear=0 shrinkage=0.000439788 Tree=9010 num_leaves=3 num_cat=0 split_feature=52 39 split_gain=1.80179 1.46097 threshold=-0.5138299999999999 0.11233000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045362347802185366 4.951490738157202e-05 -0.00029637239309649745 leaf_weight=1.4562020968696732 67.835199706673393 2.4282217713916898 leaf_count=168 2059 57 internal_value=0 3.74842e-05 internal_weight=0 70.2634 internal_count=2284 2116 is_linear=0 shrinkage=0.000439788 Tree=9011 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.67002 1.69726 threshold=0.087855000000000016 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010363672309542953 -0.017813865543145988 0.0030662887020417883 leaf_weight=5.0941852412070139 2.1730703145767611 63.881516611956386 leaf_count=260 62 1962 internal_value=0 0.00207183 internal_weight=0 68.9757 internal_count=2284 2222 is_linear=0 shrinkage=0.0224292 Tree=9012 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.62967 2.90562 2.70657 threshold=0.088115000000000013 -0.086154999999999995 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0098576714087377226 0.023476165832036922 -0.007261979620621823 0.0017692809149425378 leaf_weight=5.8543867937516998 3.2783738295547691 33.104483675290794 23.401351140541692 leaf_count=219 21 961 1036 internal_value=0 -0.00468582 0.00445148 internal_weight=0 38.9589 26.6797 internal_count=2237 1180 1057 is_linear=0 shrinkage=0.0224292 Tree=9013 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.51531 2.77894 2.63054 threshold=0.088115000000000013 -0.086154999999999995 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0096627000422633055 0.023248656913862482 -0.0070979153826868976 0.0017296277682968977 leaf_weight=5.8391167212912469 3.2368626026436713 33.110380223103675 23.401376131342431 leaf_count=219 21 961 1036 internal_value=0 -0.00458174 0.00435922 internal_weight=0 38.9495 26.6382 internal_count=2237 1180 1057 is_linear=0 shrinkage=0.0224292 Tree=9014 num_leaves=4 num_cat=0 split_feature=12 47 49 split_gain=2.35636 2.64608 2.58772 threshold=0.088115000000000013 0.090100000000000013 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8230912696758766e-05 0.00045106588705877404 -0.00031031937491190597 3.197388883423721e-05 leaf_weight=31.182603960428878 3.2232086686417487 8.0853660954853677 23.56048721094453 leaf_count=1049 21 131 1036 internal_value=0 -8.64362e-05 8.26937e-05 internal_weight=0 39.268 26.7837 internal_count=2237 1180 1057 is_linear=0 shrinkage=0.000439788 Tree=9015 num_leaves=4 num_cat=0 split_feature=12 47 49 split_gain=2.4129 2.68403 2.57079 threshold=0.088115000000000013 0.090100000000000013 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8879439941326305e-05 0.00045047041819898219 -0.00031297822634784829 3.3164657062906339e-05 leaf_weight=31.29007832766365 3.2288042802829322 8.078511496923964 23.652229315762497 leaf_count=1049 21 131 1036 internal_value=0 -8.73005e-05 8.35733e-05 internal_weight=0 39.3686 26.881 internal_count=2237 1180 1057 is_linear=0 shrinkage=0.000439788 Tree=9016 num_leaves=3 num_cat=0 split_feature=41 48 split_gain=1.99137 2.01758 threshold=0.08178500000000001 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.4186775536379556e-05 -0.00036934288538617577 0.00014696832900730169 leaf_weight=52.241103439851031 2.8136861686525654 15.374507986860179 leaf_count=1932 93 279 internal_value=0 7.03431e-06 internal_weight=0 67.6156 internal_count=2304 2211 is_linear=0 shrinkage=0.000439788 Tree=9017 num_leaves=3 num_cat=0 split_feature=41 48 split_gain=2.08197 2.00738 threshold=0.08178500000000001 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.3612880160417391e-05 -0.0003765301580316935 0.00014714669497902915 leaf_weight=52.157755296449068 2.8255182102184326 15.367853702568253 leaf_count=1932 93 279 internal_value=0 7.55535e-06 internal_weight=0 67.5256 internal_count=2304 2211 is_linear=0 shrinkage=0.000439788 Tree=9018 num_leaves=3 num_cat=0 split_feature=41 48 split_gain=2.0244 1.97459 threshold=0.08178500000000001 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017605781398161218 -0.019090250058659722 0.0074172469219637811 leaf_weight=51.863170271431045 2.7957227989991216 15.24316888227281 leaf_count=1932 93 279 internal_value=0 0.000325676 internal_weight=0 67.1063 internal_count=2304 2211 is_linear=0 shrinkage=0.0224292 Tree=9019 num_leaves=3 num_cat=0 split_feature=41 48 split_gain=1.94655 1.89086 threshold=0.08178500000000001 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017211817200264027 -0.018772486802868308 0.0072679669674134357 leaf_weight=51.860863173848884 2.7797847193542102 15.2081346758207 leaf_count=1932 93 279 internal_value=0 0.000318628 internal_weight=0 67.069 internal_count=2304 2211 is_linear=0 shrinkage=0.0224292 Tree=9020 num_leaves=4 num_cat=0 split_feature=403 39 403 split_gain=1.69851 1.72214 1.19239 threshold=0.092660000000000006 0.085095000000000018 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017218828292861858 0.023251993514001829 0.010269172982755133 0.0024502557460262695 leaf_weight=60.905473557241294 2.6290390150716112 6.6675785466704829 2.9198024349898333 leaf_count=1848 29 239 142 internal_value=0 -0.000536133 0.012352 internal_weight=0 67.5731 5.54884 internal_count=2258 2087 171 is_linear=0 shrinkage=0.0224292 Tree=9021 num_leaves=4 num_cat=0 split_feature=403 39 403 split_gain=1.63065 1.65166 1.15904 threshold=0.092660000000000006 0.085095000000000018 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016831617830807134 0.022950558723271803 0.010082074468028564 0.0023942780531238245 leaf_weight=60.909508926625222 2.6043585390871149 6.6396625994511842 2.9214734839479206 leaf_count=1848 29 239 142 internal_value=0 -0.00052419 0.0121282 internal_weight=0 67.5492 5.52583 internal_count=2258 2087 171 is_linear=0 shrinkage=0.0224292 Tree=9022 num_leaves=4 num_cat=0 split_feature=403 39 403 split_gain=1.56542 1.58392 1.12642 threshold=0.092660000000000006 0.085095000000000018 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016453122866970998 0.022651535933187961 0.0098972681532030187 0.0023396084219506857 leaf_weight=60.913510575191594 2.580081897429408 6.6126043737203863 2.9231101982186374 leaf_count=1848 29 239 142 internal_value=0 -0.000512508 0.0119079 internal_weight=0 67.5261 5.50319 internal_count=2258 2087 171 is_linear=0 shrinkage=0.0224292 Tree=9023 num_leaves=4 num_cat=0 split_feature=403 160 403 split_gain=1.50273 1.58107 1.09453 threshold=0.092660000000000006 -1.0000000180025095e-35 0.10160500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066107063768423248 0.022354793876864506 0.0014265075892501895 0.0022862125364554947 leaf_weight=16.178529804315986 2.5562178975742418 51.325323465491238 2.9247131669108057 leaf_count=673 29 1414 142 internal_value=0 -0.000501082 0.011691 internal_weight=0 67.5039 5.48093 internal_count=2258 2087 171 is_linear=0 shrinkage=0.0224292 Tree=9024 num_leaves=4 num_cat=0 split_feature=3 49 4 split_gain=1.81439 2.32505 2.05399 threshold=-0.036779999999999993 -0.082184999999999994 0.24564500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063122741119769664 -0.011436158909047844 0.0063877173379431502 0.0071274552044338409 leaf_weight=25.283689332866061 4.192537223949329 29.310963679341512 7.3746730688108064 leaf_count=1543 82 497 122 internal_value=0 0.00415204 -0.00327502 internal_weight=0 33.5035 32.6584 internal_count=2244 579 1665 is_linear=0 shrinkage=0.0224292 Tree=9025 num_leaves=4 num_cat=0 split_feature=3 49 4 split_gain=1.73736 2.22626 1.96748 threshold=-0.036779999999999993 -0.082184999999999994 0.24564500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0061822541474111752 -0.01119842894543006 0.0062566531215236974 0.0069899522463333511 leaf_weight=25.237347379267703 4.1859892664069767 29.254819570305699 7.351720813809151 leaf_count=1543 82 497 122 internal_value=0 0.00406655 -0.0032084 internal_weight=0 33.4408 32.5891 internal_count=2244 579 1665 is_linear=0 shrinkage=0.0224292 Tree=9026 num_leaves=4 num_cat=0 split_feature=3 49 4 split_gain=1.73169 2.11903 2.02067 threshold=-0.036779999999999993 -0.082184999999999994 0.24564500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011913731135768964 -0.00020931085675331972 0.00012298195692519737 0.00014107120198098263 leaf_weight=25.517162549711884 4.2269176230111034 29.554768581885583 7.4406135544977579 leaf_count=1543 82 497 122 internal_value=0 8.13092e-05 -6.03444e-05 internal_weight=0 33.7817 32.9578 internal_count=2244 579 1665 is_linear=0 shrinkage=0.000439788 Tree=9027 num_leaves=4 num_cat=0 split_feature=3 49 4 split_gain=1.75219 2.09886 1.97266 threshold=-0.036779999999999993 -0.082184999999999994 0.24564500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012153240923784667 -0.00021025836298705478 0.00012100514829147892 0.0001362064589340398 leaf_weight=25.413145754801008 4.2130261538695768 29.436141780981416 7.4018686835424878 leaf_count=1543 82 497 122 internal_value=0 7.94338e-05 -6.33505e-05 internal_weight=0 33.6492 32.815 internal_count=2244 579 1665 is_linear=0 shrinkage=0.000439788 Tree=9028 num_leaves=4 num_cat=0 split_feature=2 41 40 split_gain=1.81069 2.77678 1.91842 threshold=0.11218000000000002 0.078475000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9043581964943172e-05 0.00022838055579054161 -0.00044238364853707276 -0.00022409448776069621 leaf_weight=58.141446386163125 2.1873200395821177 2.1985422918805844 10.189360315995144 leaf_count=1822 102 77 297 internal_value=0 4.06395e-05 -0.0001439 internal_weight=0 60.34 12.3767 internal_count=2298 1899 399 is_linear=0 shrinkage=0.000439788 Tree=9029 num_leaves=4 num_cat=0 split_feature=2 41 40 split_gain=1.8105 2.76827 1.92839 threshold=0.11218000000000002 0.078475000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8336034549126315e-05 0.00022869866074982456 -0.00044244940414898937 -0.00022454819902220972 leaf_weight=58.188755496430986 2.1906072121946627 2.19730607965539 10.220994980430985 leaf_count=1822 102 77 297 internal_value=0 3.99796e-05 -0.000144323 internal_weight=0 60.3861 12.4116 internal_count=2298 1899 399 is_linear=0 shrinkage=0.000439788 Tree=9030 num_leaves=4 num_cat=0 split_feature=2 41 40 split_gain=1.65714 2.73283 1.93714 threshold=0.11218000000000002 0.078475000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5908684873246677e-05 0.00023200916894711192 -0.0004402858046366299 -0.00021914209756964065 leaf_weight=58.418547841304644 2.2271410040120818 2.2097262315874096 10.23441281068517 leaf_count=1822 102 77 297 internal_value=0 3.76909e-05 -0.00013828 internal_weight=0 60.6283 12.4616 internal_count=2298 1899 399 is_linear=0 shrinkage=0.000439788 Tree=9031 num_leaves=3 num_cat=0 split_feature=50 50 split_gain=1.65039 1.66538 threshold=0.11833 0.10030500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035033804159573457 -0.018251690550494269 0.017377328600330831 leaf_weight=67.044525983073299 2.2742579512751027 3.0009141487016668 leaf_count=2018 146 134 internal_value=0 0.00108435 internal_weight=0 70.0454 internal_count=2298 2152 is_linear=0 shrinkage=0.0224292 Tree=9032 num_leaves=3 num_cat=0 split_feature=0 47 split_gain=1.60711 1.66983 threshold=-0.23129999999999998 0.11312500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030217338433760594 -1.9521152035149534e-05 0.00021726127100242127 leaf_weight=3.4829389520746181 58.86762103536671 6.366047168376098 leaf_count=57 2082 102 internal_value=0 3.64286e-06 internal_weight=0 65.2337 internal_count=2241 2184 is_linear=0 shrinkage=0.000439788 Tree=9033 num_leaves=3 num_cat=0 split_feature=0 47 split_gain=1.62963 1.65468 threshold=-0.23129999999999998 0.11312500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015560538884010894 -0.0010116966505433033 0.011035492164752459 leaf_weight=3.472771251530502 58.498670586201342 6.3396314613673885 leaf_count=57 2082 102 internal_value=0 0.000169131 internal_weight=0 64.8383 internal_count=2241 2184 is_linear=0 shrinkage=0.0224292 Tree=9034 num_leaves=3 num_cat=0 split_feature=2 16 split_gain=1.70864 1.63498 threshold=0.14504000000000003 0.41593000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.0869676781977048e-05 0.00035374028103828055 0.00019454961521294875 leaf_weight=61.618572099221183 2.1737203001866865 5.2424096593058485 leaf_count=1982 108 151 internal_value=0 -4.0793e-05 internal_weight=0 66.861 internal_count=2241 2133 is_linear=0 shrinkage=0.000439788 Tree=9035 num_leaves=3 num_cat=0 split_feature=2 16 split_gain=1.65119 1.60878 threshold=0.14504000000000003 0.41593000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5055158598922815e-05 0.0003594232510705561 0.00020840563898755999 leaf_weight=61.306444968582355 2.213978047053387 5.2400074583747474 leaf_count=1982 108 151 internal_value=0 -2.50431e-05 internal_weight=0 66.5465 internal_count=2241 2133 is_linear=0 shrinkage=0.000439788 Tree=9036 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=1.70745 2.04574 threshold=-0.095559999999999992 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038403482707751282 7.1618454440667759e-05 -7.8747824291820954e-05 leaf_weight=2.2290012346347785 39.637654654421567 31.302876079524594 leaf_count=40 736 1541 internal_value=0 5.26522e-06 internal_weight=0 70.9405 internal_count=2317 2277 is_linear=0 shrinkage=0.000439788 Tree=9037 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=1.6936 2.03846 threshold=-0.095559999999999992 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038356539214185034 7.1439483483367902e-05 -7.8521465672325017e-05 leaf_weight=2.2159942470898377 39.691822417335061 31.37192361880534 leaf_count=40 736 1541 internal_value=0 5.23415e-06 internal_weight=0 71.0637 internal_count=2317 2277 is_linear=0 shrinkage=0.000439788 Tree=9038 num_leaves=4 num_cat=0 split_feature=12 49 4 split_gain=1.67506 2.46119 2.02825 threshold=0.084045000000000022 -0.10557499999999999 -0.0013449999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016031385585993922 0.00018716561600009925 -0.00013284951702399018 -3.4242172719479983e-05 leaf_weight=19.464148616408238 5.6180952562717712 26.513414214759678 22.130129476023285 leaf_count=374 58 1493 392 internal_value=0 -7.68179e-05 5.68326e-05 internal_weight=0 32.1315 41.5943 internal_count=2317 1551 766 is_linear=0 shrinkage=0.000439788 Tree=9039 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=1.72763 1.99627 threshold=-0.095559999999999992 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038731334350749943 7.1659786346091526e-05 -7.714440830095467e-05 leaf_weight=2.2099822034942909 39.449285160485488 31.219300052619019 leaf_count=40 736 1541 internal_value=0 5.91939e-06 internal_weight=0 70.6686 internal_count=2317 2277 is_linear=0 shrinkage=0.000439788 Tree=9040 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=2.44298 4.14815 1.495 threshold=0.080270000000000022 -0.082164999999999988 0.079320000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017721377149468417 0.0017815878217431111 0.0019749238999532109 0.016553393369377039 leaf_weight=9.0670654195857896 42.605973475832798 13.176446479476907 3.7317353976104632 leaf_count=715 948 501 103 internal_value=0 -0.00606214 0.00297754 internal_weight=0 22.2435 46.3377 internal_count=2267 1216 1051 is_linear=0 shrinkage=0.0224292 Tree=9041 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=2.3426 4.0141 1.44457 threshold=0.080270000000000022 -0.082164999999999988 0.079320000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017503423892956994 0.0017420327793324563 0.0019309722454716588 0.016316667776749654 leaf_weight=8.9753511326507596 42.596618998687973 13.174553136374014 3.7015829995143568 leaf_count=715 948 501 103 internal_value=0 -0.00595232 0.00291353 internal_weight=0 22.1499 46.2982 internal_count=2267 1216 1051 is_linear=0 shrinkage=0.0224292 Tree=9042 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=2.33586 3.93122 1.44328 threshold=0.080270000000000022 -0.082164999999999988 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033647893751016534 3.9297452910601818e-05 3.9573179659080068e-05 0.00033656239195986744 leaf_weight=8.9815616850137321 43.53017344505497 13.345463890444988 3.3879243023911831 leaf_count=715 930 501 121 internal_value=0 -0.000111861 6.08909e-05 internal_weight=0 22.327 46.9181 internal_count=2267 1216 1051 is_linear=0 shrinkage=0.000439788 Tree=9043 num_leaves=4 num_cat=0 split_feature=1 2 2 split_gain=2.38466 3.78745 1.44261 threshold=0.080270000000000022 0.08826500000000001 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046675319672859954 3.5619216806188392e-05 -2.3408581463236657e-05 0.00033447921938396102 leaf_weight=4.7152322451211175 43.471348950641186 17.525641448053648 3.3474070893134913 leaf_count=516 930 700 121 internal_value=0 -0.000117721 5.71145e-05 internal_weight=0 22.2409 46.8188 internal_count=2267 1216 1051 is_linear=0 shrinkage=0.000439788 Tree=9044 num_leaves=4 num_cat=0 split_feature=15 151 51 split_gain=1.4071 2.67041 2.3137 threshold=0.088435000000000014 0.13982000000000003 0.12566000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7074111686569593e-05 1.6478622950979552e-05 0.00056832396129326756 0.00026065718821823404 leaf_weight=50.734556602941666 11.945441704663606 1.9578217118978489 3.9735883188918697 leaf_count=1648 508 6 98 internal_value=0 9.48608e-05 -6.17354e-05 internal_weight=0 13.9033 54.7081 internal_count=2260 514 1746 is_linear=0 shrinkage=0.000439788 Tree=9045 num_leaves=4 num_cat=0 split_feature=15 151 51 split_gain=1.47678 2.64591 2.31631 threshold=0.088435000000000014 0.13982000000000003 0.12566000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0422634451559129e-05 1.7516342979253257e-05 0.00056774615976062058 0.00025788024686214351 leaf_weight=50.272691738790172 11.78924607589124 1.9544395050033916 3.9672695222727716 leaf_count=1648 508 6 98 internal_value=0 9.64416e-05 -6.4865e-05 internal_weight=0 13.7437 54.24 internal_count=2260 514 1746 is_linear=0 shrinkage=0.000439788 Tree=9046 num_leaves=4 num_cat=0 split_feature=15 151 51 split_gain=1.49403 2.63894 2.26455 threshold=0.088435000000000014 0.13982000000000003 0.12566000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.9774804059468771e-05 1.8817289398782183e-05 0.00056800544700158311 0.00025480719733018021 leaf_weight=50.326984251603562 11.795941720514746 1.9569319230504323 3.9621268211549241 leaf_count=1648 508 6 98 internal_value=0 9.76418e-05 -6.45458e-05 internal_weight=0 13.7529 54.2891 internal_count=2260 514 1746 is_linear=0 shrinkage=0.000439788 Tree=9047 num_leaves=4 num_cat=0 split_feature=15 151 51 split_gain=1.5192 2.61199 2.31897 threshold=0.088435000000000014 0.13982000000000003 0.12566000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004647991012348183 0.001013113069014788 0.028939790368207624 0.013185541509183418 leaf_weight=49.933509713021067 11.732340581222614 1.9485908281058062 3.9405511481950262 leaf_count=1648 508 6 98 internal_value=0 0.00502553 -0.00333937 internal_weight=0 13.6809 53.8741 internal_count=2260 514 1746 is_linear=0 shrinkage=0.0224292 Tree=9048 num_leaves=4 num_cat=0 split_feature=475 15 1213 split_gain=1.54225 2.11375 1.57714 threshold=-1.0000000180025095e-35 -0.0087699999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022969424139282862 -0.018046597321306337 0.0013571899488919624 0.0018756633193755404 leaf_weight=3.2672053423630132 2.0459235355647243 3.9602803727320852 62.619898053729685 leaf_count=238 361 125 1565 internal_value=0 -0.00967126 0.00124021 internal_weight=0 7.22749 64.6658 internal_count=2289 363 1926 is_linear=0 shrinkage=0.0224292 Tree=9049 num_leaves=3 num_cat=0 split_feature=11 156 split_gain=1.5041 1.5372 threshold=0.081790000000000015 0.084715000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021325755596734051 -0.011680155717841886 -0.0094486224680396524 leaf_weight=60.447988047775198 5.0190667541946814 6.3544859925386836 leaf_count=1873 134 282 internal_value=0 0.00102855 internal_weight=0 66.8025 internal_count=2289 2155 is_linear=0 shrinkage=0.0224292 Tree=9050 num_leaves=3 num_cat=0 split_feature=11 13 split_gain=1.44843 1.66607 threshold=0.081790000000000015 -0.00099499999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.7448889455419941e-05 -0.00022313777589519988 -5.0744056832668882e-05 leaf_weight=34.499160458528877 5.0821356709411694 32.992278337532298 leaf_count=1548 134 607 internal_value=0 1.98999e-05 internal_weight=0 67.4914 internal_count=2289 2155 is_linear=0 shrinkage=0.000439788 Tree=9051 num_leaves=3 num_cat=0 split_feature=11 13 split_gain=1.43798 1.65717 threshold=0.081790000000000015 -0.00099499999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0044660570252829405 -0.011425492211873103 -0.0025988840304774527 leaf_weight=34.076733470033105 5.0150151079374146 32.723398259262467 leaf_count=1548 134 607 internal_value=0 0.0010054 internal_weight=0 66.8001 internal_count=2289 2155 is_linear=0 shrinkage=0.0224292 Tree=9052 num_leaves=4 num_cat=0 split_feature=403 10 15 split_gain=1.813 1.41402 1.24418 threshold=0.092660000000000006 -0.012544999999999999 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015508478286680444 -0.00057673620016562648 -0.00073198020277757633 0.021994599660706906 leaf_weight=2.8039102952297972 1.9442781140769501 60.425638154007856 3.3139239569081838 leaf_count=83 114 2003 63 internal_value=0 -7.33411e-06 0.0136767 internal_weight=0 63.2295 5.2582 internal_count=2263 2086 177 is_linear=0 shrinkage=0.0224292 Tree=9053 num_leaves=4 num_cat=0 split_feature=403 4 15 split_gain=1.73804 1.39536 1.19709 threshold=0.092660000000000006 -0.083954999999999988 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058185675115194572 -0.00056396826842972331 -0.0019117257540127467 0.021593355068822966 leaf_weight=15.568377888510893 1.944133939601669 47.656601315387888 3.3003033040386072 leaf_count=433 114 1653 63 internal_value=0 -7.05348e-06 0.0134073 internal_weight=0 63.225 5.24444 internal_count=2263 2086 177 is_linear=0 shrinkage=0.0224292 Tree=9054 num_leaves=4 num_cat=0 split_feature=403 10 15 split_gain=1.6661 1.36094 1.15166 threshold=0.092660000000000006 -0.012544999999999999 0.088235000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015231979117552833 -0.00055148211988131587 -0.00071714583497569956 0.021198046750877397 leaf_weight=2.7978551263731779 1.943993263050287 60.416811453625087 3.2869534025703615 leaf_count=83 114 2003 63 internal_value=0 -6.85825e-06 0.0131426 internal_weight=0 63.2147 5.23095 internal_count=2263 2086 177 is_linear=0 shrinkage=0.0224292 Tree=9055 num_leaves=4 num_cat=0 split_feature=43 2 16 split_gain=1.24294 1.48395 1.34499 threshold=0.093175000000000022 0.084175000000000014 -0.51212999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043222278854729021 0.026788437439003422 -0.0027852066912113413 0.0039671206542091393 leaf_weight=24.29142088012668 1.7835033309820572 37.670014277716973 4.6831445157549743 leaf_count=646 9 1403 205 internal_value=0 1.6716e-06 0.0103216 internal_weight=0 61.9614 6.46665 internal_count=2263 2049 214 is_linear=0 shrinkage=0.0224292 Tree=9056 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=1.66404 1.62736 threshold=-0.42890999999999996 -0.0088999999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045698770685335727 0.00012723499481506122 -4.2021931112186786e-05 leaf_weight=1.6072875899317285 13.862625859556827 52.669813461741796 leaf_count=215 382 1661 internal_value=0 -6.72936e-06 internal_weight=0 66.5324 internal_count=2258 2043 is_linear=0 shrinkage=0.000439788 Tree=9057 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=1.6252 1.64434 threshold=-0.42890999999999996 -0.0088999999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023290962670989776 0.0065016513619877529 -0.0022288200336060475 leaf_weight=1.5804856540216849 13.691459282262256 52.052018607211721 leaf_count=215 382 1661 internal_value=0 -0.000409289 internal_weight=0 65.7435 internal_count=2258 2043 is_linear=0 shrinkage=0.0224292 Tree=9058 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=1.58958 1.57269 threshold=-0.42890999999999996 -0.0088999999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023262311621505459 0.0063630653800793805 -0.0021787110949417661 leaf_weight=1.5473364912413661 13.676467600663271 52.05524450757639 leaf_count=215 382 1661 internal_value=0 -0.000400135 internal_weight=0 65.7317 internal_count=2258 2043 is_linear=0 shrinkage=0.0224292 Tree=9059 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=1.57999 1.54167 threshold=-0.42890999999999996 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045585155862973867 -0.00043706373049394578 2.5684856222040051e-06 leaf_weight=1.5396007880026434 1.5612932878702839 64.807461650077812 leaf_count=215 190 1853 internal_value=0 -7.89636e-06 internal_weight=0 66.3688 internal_count=2258 2043 is_linear=0 shrinkage=0.000439788 Tree=9060 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=2.00141 2.06652 threshold=-0.23083499999999998 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01683044553503971 -0.022290060067574193 0.0010718422927794725 leaf_weight=3.5770555978979237 1.9454540696460743 62.631726969879537 leaf_count=94 30 2135 internal_value=0 0.000361661 internal_weight=0 64.5772 internal_count=2259 2165 is_linear=0 shrinkage=0.0224292 Tree=9061 num_leaves=4 num_cat=0 split_feature=150 133 3 split_gain=1.95962 3.04671 2.82755 threshold=1.0000000180025095e-35 0.10357500000000001 0.099930000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1702366032975182e-05 2.6661864415843668e-05 0.00026181425320980856 0.00047713805251978859 leaf_weight=48.741593638153063 11.369599192478743 5.5448254804596209 3.5141630361613343 leaf_count=1635 260 309 55 internal_value=0 -4.65358e-05 0.000133498 internal_weight=0 54.2864 14.8838 internal_count=2259 1944 315 is_linear=0 shrinkage=0.000439788 Tree=9062 num_leaves=4 num_cat=0 split_feature=150 133 3 split_gain=1.97797 3.0706 2.81587 threshold=1.0000000180025095e-35 0.10357500000000001 0.099930000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043504669730679863 0.0012790325274985379 0.013362845025389442 0.024343337826698973 leaf_weight=47.988672168588209 11.235068263145875 5.4672198209409535 3.4720442528341655 leaf_count=1635 260 309 55 internal_value=0 -0.00253471 0.00674854 internal_weight=0 53.4559 14.7071 internal_count=2259 1944 315 is_linear=0 shrinkage=0.0224292 Tree=9063 num_leaves=4 num_cat=0 split_feature=150 133 3 split_gain=1.89762 2.93969 2.76744 threshold=1.0000000180025095e-35 0.10357500000000001 0.099930000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004253724676794874 0.0012506982307744516 0.013097857307218215 0.024294864644026529 leaf_weight=47.979787518831699 11.232357783428141 5.4532695513353238 3.4017710548359892 leaf_count=1635 260 309 55 internal_value=0 -0.00247881 0.0066321 internal_weight=0 53.4331 14.6341 internal_count=2259 1944 315 is_linear=0 shrinkage=0.0224292 Tree=9064 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=1.66921 2.56667 1.07269 threshold=-0.094869999999999996 -0.082229999999999984 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021460731736527681 -0.00034522425885851973 -3.4866064245302771e-05 -3.9589139805954645e-05 leaf_weight=7.5064853168660175 5.7777448938645639 46.521846999678473 5.5913242129172431 leaf_count=195 482 1520 83 internal_value=0 -6.9266e-05 0.000106194 internal_weight=0 52.2996 13.0978 internal_count=2280 2002 278 is_linear=0 shrinkage=0.000439788 Tree=9065 num_leaves=4 num_cat=0 split_feature=13 133 12 split_gain=1.62041 2.6576 1.07295 threshold=-0.094869999999999996 0.10357500000000001 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010902990277603426 -0.0050740593044118661 0.01294693563560414 -0.0021108781969982511 leaf_weight=7.4335533557277795 47.433046946769991 4.4896712005702275 5.5591346623114077 leaf_count=195 1674 328 83 internal_value=0 -0.00351163 0.00533986 internal_weight=0 51.9227 12.9927 internal_count=2280 2002 278 is_linear=0 shrinkage=0.0224292 Tree=9066 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=1.56768 2.62203 1.00616 threshold=-0.094869999999999996 -0.082229999999999984 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020967681700874286 -0.00034454454999057984 -3.1074937471669386e-05 -3.6251568426057406e-05 leaf_weight=7.4795447031792701 5.7842668521930127 46.6769257662786 5.6274923204764491 leaf_count=195 482 1520 83 internal_value=0 -6.57502e-05 0.000104189 internal_weight=0 52.4612 13.107 internal_count=2280 2002 278 is_linear=0 shrinkage=0.000439788 Tree=9067 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=1.60538 2.61024 1.01151 threshold=-0.094869999999999996 -0.082229999999999984 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021096474433647915 -0.00034479639672250177 -3.1725064099867326e-05 -3.5372719991554461e-05 leaf_weight=7.5113265512300114 5.7704474658980862 46.74524096820096 5.6292654592980398 leaf_count=195 482 1520 83 internal_value=0 -6.62383e-05 0.000105539 internal_weight=0 52.5157 13.1406 internal_count=2280 2002 278 is_linear=0 shrinkage=0.000439788 Tree=9068 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=1.59507 1.81031 threshold=1.0000000180025095e-35 -0.39235499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032935220321759281 -0.00034406746818897959 1.075597327085697e-05 leaf_weight=3.6284437095055173 2.2853158221860204 63.574050934394336 leaf_count=153 194 1909 internal_value=0 2.80465e-05 internal_weight=0 67.2025 internal_count=2256 2062 is_linear=0 shrinkage=0.000439788 Tree=9069 num_leaves=4 num_cat=0 split_feature=130 480 1 split_gain=1.4808 1.44492 1.42791 threshold=-0.0015749999999999998 0.084710000000000021 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026920804828613618 0.0022212141051135125 -0.015906935970424082 -0.00030314847098480996 leaf_weight=1.8301590559858585 62.617249017162294 2.2739235684293808 2.2454188582778443 leaf_count=144 1872 170 70 internal_value=0 0.00158147 -0.0123257 internal_weight=0 64.8912 4.07558 internal_count=2256 2042 214 is_linear=0 shrinkage=0.0224292 Tree=9070 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=1.56094 1.78984 threshold=1.0000000180025095e-35 -0.39235499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016731605768022351 -0.017527947059983718 0.00048406097462135321 leaf_weight=3.5869304328734861 2.2564657783150315 63.059615522351123 leaf_count=153 194 1909 internal_value=0 0.00136305 internal_weight=0 66.6465 internal_count=2256 2062 is_linear=0 shrinkage=0.0224292 Tree=9071 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=1.5042 1.73453 threshold=1.0000000180025095e-35 -0.39235499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016559443048686201 -0.017288926977000837 0.00047321418658243571 leaf_weight=3.5436245958371719 2.2368388701452195 63.058686956880365 leaf_count=153 194 1909 internal_value=0 0.00133359 internal_weight=0 66.6023 internal_count=2256 2062 is_linear=0 shrinkage=0.0224292 Tree=9072 num_leaves=4 num_cat=0 split_feature=156 474 133 split_gain=2.22586 2.10399 2.09113 threshold=0.090100000000000013 0.088585000000000011 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015416392005890636 -0.00058656019969989884 6.5290107216722066e-05 6.5765837173074318e-05 leaf_weight=9.8697820924076023 2.2348579704948857 1.6592402644018873 54.147662843810394 leaf_count=604 130 76 1413 internal_value=0 -0.000309849 3.18227e-05 internal_weight=0 3.8941 64.0174 internal_count=2223 206 2017 is_linear=0 shrinkage=0.000439788 Tree=9073 num_leaves=3 num_cat=0 split_feature=403 156 split_gain=2.68317 2.34989 threshold=0.093800000000000008 0.090100000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4796960105122923e-05 -0.00047669318793119988 -0.0003063403370683364 leaf_weight=61.987491002826573 2.1187752801160959 3.9002234103691071 leaf_count=1853 167 203 internal_value=0 2.39287e-05 internal_weight=0 65.8877 internal_count=2223 2056 is_linear=0 shrinkage=0.000439788 Tree=9074 num_leaves=4 num_cat=0 split_feature=156 133 475 split_gain=2.14127 2.03333 1.52898 threshold=0.090100000000000013 -0.0056849999999999991 -0.034084999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0080603957435469928 -0.0044046302879740852 0.0030962462222369285 -0.033466630822054949 leaf_weight=9.6944526696606754 2.3116379731181955 53.37154119293632 1.491085310451125 leaf_count=604 105 1413 101 internal_value=0 0.00137934 -0.0159104 internal_weight=0 63.066 3.80272 internal_count=2223 2017 206 is_linear=0 shrinkage=0.0224292 Tree=9075 num_leaves=4 num_cat=0 split_feature=52 131 52 split_gain=1.8509 2.12452 1.89944 threshold=0.077655000000000016 0.10033500000000002 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030442661315784442 0.028501638988691454 0.016751792764979279 0.0041175830682437676 leaf_weight=46.053653907003081 1.7677211209083932 2.8799985572586584 16.09638029347866 leaf_count=1385 28 75 735 internal_value=0 -0.00187309 0.00655833 internal_weight=0 48.9337 17.8641 internal_count=2223 1460 763 is_linear=0 shrinkage=0.0224292 Tree=9076 num_leaves=4 num_cat=0 split_feature=484 457 16 split_gain=1.78883 1.89053 0.697469 threshold=-0.0048499999999999993 -0.068264999999999978 -0.041049999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038706481698436855 -0.014438839648071319 0.0028227906739412231 -0.023984316657812605 leaf_weight=1.6464502727594665 3.3489805720964787 61.088969244315649 1.8343175854433855 leaf_count=134 98 1780 229 internal_value=0 0.00192166 -0.0145433 internal_weight=0 64.4379 3.48077 internal_count=2241 1878 363 is_linear=0 shrinkage=0.0224292 Tree=9077 num_leaves=4 num_cat=0 split_feature=484 457 16 split_gain=1.78376 1.83139 0.679429 threshold=-0.0048499999999999993 -0.068264999999999978 -0.041049999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9575771404753642e-05 -0.00027805506383554523 5.4359595628078685e-05 -0.00046791156993630838 leaf_weight=1.663328368089424 3.3629878888204976 61.497210600980225 1.833029872526821 leaf_count=134 98 1780 229 internal_value=0 3.70472e-05 -0.000284603 internal_weight=0 64.8602 3.49636 internal_count=2241 1878 363 is_linear=0 shrinkage=0.000439788 Tree=9078 num_leaves=4 num_cat=0 split_feature=484 457 16 split_gain=1.72329 1.81115 0.68836 threshold=-0.0048499999999999993 -0.068264999999999978 -0.041049999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037892587183345977 -0.014165256699272799 0.0027594078056717695 -0.023849360899811441 leaf_weight=1.6464082096645145 3.3367107820376978 61.077557365984148 1.8035688074187408 leaf_count=134 98 1780 229 internal_value=0 0.00187876 -0.0143498 internal_weight=0 64.4143 3.44998 internal_count=2241 1878 363 is_linear=0 shrinkage=0.0224292 Tree=9079 num_leaves=4 num_cat=0 split_feature=484 457 16 split_gain=1.58348 1.76535 0.693718 threshold=-0.0048499999999999993 -0.068264999999999978 -0.041049999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3734248391390637e-05 -0.00027121708050554459 5.418676254219156e-05 -0.00046036337363542271 leaf_weight=1.6561845018495662 3.3823181349471261 62.09708156189572 1.7550892744557121 leaf_count=134 98 1780 229 internal_value=0 3.7304e-05 -0.000269225 internal_weight=0 65.4794 3.41127 internal_count=2241 1878 363 is_linear=0 shrinkage=0.000439788 Tree=9080 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.81945 3.74566 1.06094 threshold=-0.0013399999999999998 -0.064209999999999989 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013318873374782823 0.02209850113820281 0.0013632493396079238 0.0047122677347483984 leaf_weight=10.776851045659894 2.4147306554950756 45.917404121941217 6.4879766526937601 leaf_count=746 77 1308 153 internal_value=0 -0.00143118 0.00946523 internal_weight=0 56.6943 8.90271 internal_count=2284 2054 230 is_linear=0 shrinkage=0.0224292 Tree=9081 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.7478 3.59983 1.04463 threshold=-0.0013399999999999998 -0.064209999999999989 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013092576135425894 0.021969394697222529 0.0013329056208612065 0.0046115709293349421 leaf_weight=10.718228603054284 2.3750041038711043 45.909903524127913 6.481440102790657 leaf_count=746 77 1308 153 internal_value=0 -0.00140095 0.00930361 internal_weight=0 56.6281 8.85644 internal_count=2284 2054 230 is_linear=0 shrinkage=0.0224292 Tree=9082 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.67882 3.4634 1.02818 threshold=-0.0013399999999999998 -0.076729999999999979 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014222301021056207 0.021838557192869975 0.0010244097711069181 0.0045128946861654447 leaf_weight=8.8731441347576929 2.3361978895500197 47.690903516150684 6.4750975967981503 leaf_count=604 77 1450 153 internal_value=0 -0.00137132 0.00914385 internal_weight=0 56.564 8.8113 internal_count=2284 2054 230 is_linear=0 shrinkage=0.0224292 Tree=9083 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.54413 3.42147 1.04036 threshold=-0.0013399999999999998 -0.064209999999999989 0.090880000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024666048438303217 0.00042409372201180593 2.8828075781504575e-05 8.3271218819022048e-05 leaf_weight=10.716650111576199 2.3458366206868941 46.413887538999916 6.5263344434497412 leaf_count=746 77 1308 153 internal_value=0 -2.29137e-05 0.000174103 internal_weight=0 57.1305 8.87217 internal_count=2284 2054 230 is_linear=0 shrinkage=0.000439788 Tree=9084 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.80594 2.66611 2.33685 threshold=0.088115000000000013 0.045590000000000006 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001249376031514361 0.010487952439277087 -0.015817045805271719 -0.0027345282573273152 leaf_weight=31.813931845375919 12.471669247470347 7.8690663963766374 14.551169385751789 leaf_count=591 384 615 686 internal_value=0 -0.00414434 0.00337105 internal_weight=0 39.683 27.0228 internal_count=2276 1206 1070 is_linear=0 shrinkage=0.0224292 Tree=9085 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.65331 2.70122 2.24974 threshold=0.088115000000000013 0.083325000000000024 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4073679268940457e-05 0.0002003111720112033 -0.00038394327155029915 -5.2983353416901116e-05 leaf_weight=35.23763665241313 12.570293300877895 4.8380516730076115 14.689510907124484 leaf_count=662 384 544 686 internal_value=0 -7.64736e-05 6.38766e-05 internal_weight=0 40.0757 27.2598 internal_count=2276 1206 1070 is_linear=0 shrinkage=0.000439788 Tree=9086 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.66012 2.68634 2.23073 threshold=0.088115000000000013 0.083325000000000024 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3654347743332515e-05 0.00020116006193976883 -0.00038397196096776737 -5.1544829314185189e-05 leaf_weight=35.098038546531825 12.517495573983981 4.7962089663678844 14.640126034718831 leaf_count=662 384 544 686 internal_value=0 -7.59341e-05 6.49914e-05 internal_weight=0 39.8942 27.1576 internal_count=2276 1206 1070 is_linear=0 shrinkage=0.000439788 Tree=9087 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.72235 2.61413 2.23203 threshold=0.088115000000000013 0.083325000000000024 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019148253539435173 0.010253696611589461 -0.019604426013766656 -0.0026708623823282545 leaf_weight=34.882270780904946 12.462307597770634 4.7601393561758405 14.554123995949565 leaf_count=662 384 544 686 internal_value=0 -0.00404735 0.00329409 internal_weight=0 39.6424 27.0164 internal_count=2276 1206 1070 is_linear=0 shrinkage=0.0224292 Tree=9088 num_leaves=4 num_cat=0 split_feature=16 150 0 split_gain=1.31743 2.40324 2.3602 threshold=-0.056339999999999994 -0.084634999999999988 -0.10209999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1438317219973022e-05 0.00035760556052754266 -5.929068334956622e-05 0.00021270623995280497 leaf_weight=18.407242992270767 2.9165337124723001 30.044482107060276 17.920575390784052 leaf_count=287 51 1020 915 internal_value=0 -2.22162e-05 9.91862e-05 internal_weight=0 32.961 36.3278 internal_count=2273 1071 1202 is_linear=0 shrinkage=0.000439788 Tree=9089 num_leaves=3 num_cat=0 split_feature=2 156 split_gain=1.28216 1.38337 threshold=-0.10197499999999998 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038014718989102408 4.4544418599516079e-05 -0.00022794860044257173 leaf_weight=2.0561532685787816 63.867737194579604 3.7999656377239708 leaf_count=71 2001 201 internal_value=0 2.91822e-05 internal_weight=0 67.6677 internal_count=2273 2202 is_linear=0 shrinkage=0.000439788 Tree=9090 num_leaves=3 num_cat=0 split_feature=2 156 split_gain=1.27631 1.30775 threshold=-0.10197499999999998 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038123309312848065 4.7610355112494816e-05 -0.00021727151912163199 leaf_weight=2.0762814133431666 64.057130671028062 3.8011642862106774 leaf_count=71 2001 201 internal_value=0 3.27157e-05 internal_weight=0 67.8583 internal_count=2273 2202 is_linear=0 shrinkage=0.000439788 Tree=9091 num_leaves=3 num_cat=0 split_feature=9 156 split_gain=1.25526 1.35921 threshold=0.091600000000000015 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7453605322247996e-05 0.00032398205268558539 -0.00022218434277711854 leaf_weight=63.098155846518239 2.9560353336273684 3.8168183422080793 leaf_count=2023 48 202 internal_value=0 3.20145e-05 internal_weight=0 66.915 internal_count=2273 2225 is_linear=0 shrinkage=0.000439788 Tree=9092 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=2.23929 1.43897 threshold=0.14310500000000001 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029226090997060307 0.00041046742852756377 -2.1882535658286974e-05 leaf_weight=2.9338642930597407 2.5539801917711875 62.727097341407898 leaf_count=43 79 2163 internal_value=0 -7.7651e-06 internal_weight=0 65.661 internal_count=2285 2206 is_linear=0 shrinkage=0.000439788 Tree=9093 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=2.26018 1.4748 threshold=0.14310500000000001 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015018459559422498 0.021027428493048568 -0.0012292408155929399 leaf_weight=2.9244621383404583 2.5318175216470982 62.142089159071929 leaf_count=43 79 2163 internal_value=0 -0.000494785 internal_weight=0 65.0666 internal_count=2285 2206 is_linear=0 shrinkage=0.0224292 Tree=9094 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=2.21419 1.40076 threshold=0.14310500000000001 -0.50913499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028829583082294765 0.0004081244498355649 -2.2704310346927124e-05 leaf_weight=2.9124611981169428 2.5394267138817659 62.945433423685472 leaf_count=43 79 2163 internal_value=0 -8.87125e-06 internal_weight=0 65.8579 internal_count=2285 2206 is_linear=0 shrinkage=0.000439788 Tree=9095 num_leaves=3 num_cat=0 split_feature=1 48 split_gain=2.1889 1.40274 threshold=0.14310500000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.1752345028585451e-06 0.00040867122975012918 -0.0002763916602697755 leaf_weight=62.236577651624884 2.5241905902003046 3.5218844767077817 leaf_count=2150 79 56 internal_value=0 -7.14136e-06 internal_weight=0 65.7585 internal_count=2285 2206 is_linear=0 shrinkage=0.000439788 Tree=9096 num_leaves=4 num_cat=0 split_feature=16 0 3 split_gain=1.93367 3.36872 2.1066 threshold=-0.056339999999999994 -0.22554999999999997 0.13999000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2884519366094541e-05 0.00043077287208700672 -0.00013792448321943838 0.00039952067231961464 leaf_weight=34.597242802879009 2.1562619686592397 27.344651775469629 3.1135415814806029 leaf_count=1119 19 1056 93 internal_value=0 -9.61059e-05 5.41674e-05 internal_weight=0 29.5009 37.7108 internal_count=2287 1075 1212 is_linear=0 shrinkage=0.000439788 Tree=9097 num_leaves=4 num_cat=0 split_feature=16 0 3 split_gain=1.98584 3.3231 2.06379 threshold=-0.056339999999999994 -0.22554999999999997 0.13999000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5607834393547356e-05 0.00042902961483267022 -0.00013748447640645847 0.00040015681312973014 leaf_weight=34.421537388973775 2.1427163361804586 27.28762276376392 3.0830149953599166 leaf_count=1119 19 1056 93 internal_value=0 -9.59872e-05 5.65851e-05 internal_weight=0 29.4303 37.5046 internal_count=2287 1075 1212 is_linear=0 shrinkage=0.000439788 Tree=9098 num_leaves=4 num_cat=0 split_feature=16 0 160 split_gain=1.92285 3.35815 1.95079 threshold=-0.056339999999999994 -0.22554999999999997 0.086620000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010083277257770716 0.0004315586893686324 -0.00013676111156950063 -0.00016495878873526765 leaf_weight=31.093489743529062 2.1525254645384875 27.259613594959774 6.4298632508143774 leaf_count=1110 19 1056 102 internal_value=0 -9.49157e-05 5.5227e-05 internal_weight=0 29.4121 37.5234 internal_count=2287 1075 1212 is_linear=0 shrinkage=0.000439788 Tree=9099 num_leaves=4 num_cat=0 split_feature=16 0 3 split_gain=1.86809 3.31699 2.16467 threshold=-0.056339999999999994 -0.22554999999999997 0.13999000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3622398961958693e-05 0.00043013107089133289 -0.0001334854701442381 0.00040323435257257127 leaf_weight=34.617195962588994 2.1615766292670768 27.416917024757367 3.1527741179088471 leaf_count=1119 19 1056 93 internal_value=0 -9.20459e-05 5.54975e-05 internal_weight=0 29.5785 37.77 internal_count=2287 1075 1212 is_linear=0 shrinkage=0.000439788 Tree=9100 num_leaves=4 num_cat=0 split_feature=1429 156 160 split_gain=1.83534 2.27397 1.20835 threshold=0.084545000000000009 0.081415000000000015 -0.081969999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020001034040953141 0.022195824304180975 -0.01734056687411141 3.9684176805339083e-06 leaf_weight=57.904715845879991 2.4078347355534788 5.2883972637464458 2.5119027031032592 leaf_count=1860 43 257 116 internal_value=0 -0.00328874 0.010909 internal_weight=0 63.1931 4.91974 internal_count=2276 2117 159 is_linear=0 shrinkage=0.0224292 Tree=9101 num_leaves=4 num_cat=0 split_feature=1429 156 157 split_gain=1.78719 2.17222 1.01607 threshold=0.084545000000000009 0.081415000000000015 -0.081364999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4208565815618115e-05 0.0004004454679491995 -0.00032663800520460695 2.8757585114546627e-06 leaf_weight=58.750964733948422 2.6389236721061025 5.3430227493663542 2.3365794849305521 leaf_count=1860 49 257 110 internal_value=0 -5.86762e-05 0.000214465 internal_weight=0 64.094 4.9755 internal_count=2276 2117 159 is_linear=0 shrinkage=0.000439788 Tree=9102 num_leaves=4 num_cat=0 split_feature=1429 156 160 split_gain=1.76635 2.14119 1.1662 threshold=0.084545000000000009 0.081415000000000015 -0.081969999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8137982246353899e-05 0.00042966887881196224 -0.00032911226678290176 2.2894421230194823e-06 leaf_weight=58.56471560621776 2.3882537372301158 5.3189684666367603 2.5360437176641417 leaf_count=1860 43 257 116 internal_value=0 -6.24557e-05 0.000210425 internal_weight=0 63.8837 4.9243 internal_count=2276 2117 159 is_linear=0 shrinkage=0.000439788 Tree=9103 num_leaves=3 num_cat=0 split_feature=48 13 split_gain=1.77628 1.75386 threshold=0.12879500000000002 -0.5149999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047070759521630615 -0.00032172729584588799 -1.2423056194167117e-05 leaf_weight=1.6386360828328168 4.1100941050915472 62.937270484801957 leaf_count=31 70 2175 internal_value=0 -2.41879e-05 internal_weight=0 64.5759 internal_count=2276 2206 is_linear=0 shrinkage=0.000439788 Tree=9104 num_leaves=3 num_cat=0 split_feature=9 457 split_gain=1.97394 1.41459 threshold=0.082870000000000013 0.092360000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00052621161198630262 -0.017641874653524247 0.011807086693516516 leaf_weight=60.26599695387381 2.7839765838798476 6.1452055983390883 leaf_count=2110 64 92 internal_value=0 0.00157315 internal_weight=0 66.4112 internal_count=2266 2202 is_linear=0 shrinkage=0.0224292 Tree=9105 num_leaves=3 num_cat=0 split_feature=9 456 split_gain=1.84782 1.66988 threshold=0.082870000000000013 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4479332380284624e-05 -0.00033093395389182604 -0.00031699102786073041 leaf_weight=64.553725107940409 2.8305563032627097 2.5513251042721086 leaf_count=2110 64 92 internal_value=0 3.065e-05 internal_weight=0 67.1051 internal_count=2266 2202 is_linear=0 shrinkage=0.000439788 Tree=9106 num_leaves=3 num_cat=0 split_feature=9 456 split_gain=1.88872 1.73709 threshold=0.082870000000000013 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8207100064064247e-05 -0.00033289209036875398 -0.00032095654074036905 leaf_weight=64.586246458581854 2.807004432033863 2.5442033908620934 leaf_count=2110 64 92 internal_value=0 3.41287e-05 internal_weight=0 67.1304 internal_count=2266 2202 is_linear=0 shrinkage=0.000439788 Tree=9107 num_leaves=3 num_cat=0 split_feature=9 456 split_gain=1.85832 1.62724 threshold=0.082870000000000013 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3717517109704274e-05 -0.00033327634233443383 -0.00031450601990482685 leaf_weight=64.426376996760609 2.8184236049200981 2.5307082772778804 leaf_count=2110 64 92 internal_value=0 3.00923e-05 internal_weight=0 66.9571 internal_count=2266 2202 is_linear=0 shrinkage=0.000439788 Tree=9108 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=1.55834 1.98271 threshold=0.086470000000000005 0.056735000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037985985234660868 0.01283890982401817 -0.019110315775943867 leaf_weight=60.608039138340473 4.7436114420124786 2.7255477614235124 leaf_count=2199 80 27 internal_value=0 -0.000464402 internal_weight=0 63.3336 internal_count=2306 2226 is_linear=0 shrinkage=0.0224292 Tree=9109 num_leaves=3 num_cat=0 split_feature=157 151 split_gain=1.52423 1.76263 threshold=-0.084489999999999996 0.086470000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031517093751319005 2.0400700895736166e-06 0.00028540802288138859 leaf_weight=2.6870136794932469 61.584367917660984 4.540976964053697 leaf_count=185 2049 72 internal_value=0 2.15764e-05 internal_weight=0 66.1253 internal_count=2306 2121 is_linear=0 shrinkage=0.000439788 Tree=9110 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.49987 1.93096 threshold=-0.41249499999999995 0.27467500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020417552676665188 -0.00041160574295782097 0.011452683393251216 leaf_weight=1.6699568270826137 58.601533769370917 7.803021438592622 leaf_count=45 2006 255 internal_value=0 0.000985426 internal_weight=0 66.4046 internal_count=2306 2261 is_linear=0 shrinkage=0.0224292 Tree=9111 num_leaves=3 num_cat=0 split_feature=157 151 split_gain=1.49902 1.75366 threshold=-0.084489999999999996 0.086470000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016072900682278502 0.00011763100721506679 0.014632116269484966 leaf_weight=2.6369606098555769 60.886672130809075 4.4778638489660798 leaf_count=185 2049 72 internal_value=0 0.00111594 internal_weight=0 65.3645 internal_count=2306 2121 is_linear=0 shrinkage=0.0224292 Tree=9112 num_leaves=3 num_cat=0 split_feature=16 457 split_gain=1.61817 1.4514 threshold=0.50720500000000013 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01626182668159443 -0.015261928068851521 0.0014404428335426987 leaf_weight=3.4783950117416671 2.7639507006333579 67.091090141826271 leaf_count=53 151 2075 internal_value=0 0.00217519 internal_weight=0 70.5695 internal_count=2279 2128 is_linear=0 shrinkage=0.0224292 Tree=9113 num_leaves=3 num_cat=0 split_feature=16 457 split_gain=1.55174 1.39886 threshold=0.50720500000000013 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016004144868558844 -0.014979171345265285 0.001408346514506048 leaf_weight=3.4556931969127609 2.7534423010201854 67.081549823709111 leaf_count=53 151 2075 internal_value=0 0.00212755 internal_weight=0 70.5372 internal_count=2279 2128 is_linear=0 shrinkage=0.0224292 Tree=9114 num_leaves=3 num_cat=0 split_feature=16 48 split_gain=1.48788 1.35842 threshold=0.50720500000000013 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028590149698406999 -0.014699695061018331 -0.010362081200272127 leaf_weight=66.370247964347982 2.7433388269719208 4.1356232822306529 leaf_count=2060 151 68 internal_value=0 0.00208092 internal_weight=0 70.5059 internal_count=2279 2128 is_linear=0 shrinkage=0.0224292 Tree=9115 num_leaves=3 num_cat=0 split_feature=457 148 split_gain=1.45807 1.7539 threshold=-0.098834999999999992 -0.082084999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0156361616047287 -0.017930954971568342 0.0013899419116101823 leaf_weight=3.4375452314852728 2.4305036372279565 67.345784719181438 leaf_count=54 63 2162 internal_value=0 0.00071222 internal_weight=0 69.7763 internal_count=2279 2225 is_linear=0 shrinkage=0.0224292 Tree=9116 num_leaves=3 num_cat=0 split_feature=160 34 split_gain=1.70435 1.20254 threshold=-0.40446999999999994 -0.038779999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022268910031083177 -0.014208210076211401 0.0014330006302630005 leaf_weight=1.6283601240852466 2.5535999092007833 63.693952868134147 leaf_count=170 88 1976 internal_value=0 0.00082617 internal_weight=0 66.2476 internal_count=2234 2064 is_linear=0 shrinkage=0.0224292 Tree=9117 num_leaves=3 num_cat=0 split_feature=160 150 split_gain=1.69775 1.22823 threshold=-0.40446999999999994 0.10781 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043398533304525268 3.3028735411771217e-05 -0.00021134615023166652 leaf_weight=1.6312641835970669 62.715018049693299 4.2282499164411993 leaf_count=170 1949 115 internal_value=0 1.75377e-05 internal_weight=0 66.9433 internal_count=2234 2064 is_linear=0 shrinkage=0.000439788 Tree=9118 num_leaves=3 num_cat=0 split_feature=160 150 split_gain=1.65571 1.15909 threshold=-0.40446999999999994 0.10781 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02213675775054073 0.0015836220218611423 -0.010542680609885949 leaf_weight=1.6016096507200916 62.036849101783673 4.2171220385898769 leaf_count=170 1949 115 internal_value=0 0.000808958 internal_weight=0 66.254 internal_count=2234 2064 is_linear=0 shrinkage=0.0224292 Tree=9119 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=1.61947 1.14061 threshold=-0.40446999999999994 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004294376280787031 3.2235460136448074e-05 -0.00019931577549001496 leaf_weight=1.5902337136494669 62.528131081463926 4.3853982348628042 leaf_count=170 1954 110 internal_value=0 1.70075e-05 internal_weight=0 66.9135 internal_count=2234 2064 is_linear=0 shrinkage=0.000439788 Tree=9120 num_leaves=4 num_cat=0 split_feature=1 15 158 split_gain=1.79429 3.86175 2.07349 threshold=0.091785000000000019 0.030370000000000005 0.084765000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8789176650902937e-05 0.00017933633862480205 -0.0002425191910141132 -0.00050885790250705036 leaf_weight=32.809192369506263 23.73196642874473 5.0805450760890372 1.740410677040926 leaf_count=1363 583 140 150 internal_value=0 0.000104839 -4.37434e-05 internal_weight=0 28.8125 34.5496 internal_count=2236 723 1513 is_linear=0 shrinkage=0.000439788 Tree=9121 num_leaves=4 num_cat=0 split_feature=1 15 158 split_gain=1.84029 3.82688 2.08021 threshold=0.091785000000000019 0.030370000000000005 0.084765000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0710753600494592e-05 0.00017885231286610026 -0.00024070465306621014 -0.00050880832944177109 leaf_weight=32.819194502390474 23.723854624489835 5.0924412362146532 1.7614731761541396 leaf_count=1363 583 140 150 internal_value=0 0.000104598 -4.58405e-05 internal_weight=0 28.8163 34.5807 internal_count=2236 723 1513 is_linear=0 shrinkage=0.000439788 Tree=9122 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=1.8169 2.75459 threshold=-0.23083499999999998 -0.10071499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014321829459813969 0.0074726281238304722 -0.0022445374431528989 leaf_weight=3.5726182548623902 26.555479934056166 32.76268245594224 leaf_count=98 389 1749 internal_value=0 0.00210664 internal_weight=0 59.3182 internal_count=2236 2138 is_linear=0 shrinkage=0.0224292 Tree=9123 num_leaves=3 num_cat=0 split_feature=48 14 split_gain=1.79322 1.87149 threshold=-0.095559999999999992 -0.23083499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038912393129032015 -0.00026947988175960585 5.5926320758084115e-05 leaf_weight=1.9547861372993782 3.6139809073665665 57.903922615634201 leaf_count=27 98 2111 internal_value=0 3.67321e-05 internal_weight=0 61.5179 internal_count=2236 2209 is_linear=0 shrinkage=0.000439788 Tree=9124 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=2.42769 2.38246 threshold=-0.24870499999999998 0.088235000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015495782869218008 -0.0013196355884483339 0.009959837870314462 leaf_weight=4.9317559491128113 49.27812445177301 11.627129250638516 leaf_count=119 1646 467 internal_value=0 0.00083612 internal_weight=0 60.9053 internal_count=2232 2113 is_linear=0 shrinkage=0.0224292 Tree=9125 num_leaves=4 num_cat=0 split_feature=47 13 13 split_gain=2.35395 3.28658 2.21968 threshold=0.092530000000000015 -0.080759999999999985 -0.49005999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02417394121020287 0.0074013327496309641 -0.018954220583252752 0.002264609681159943 leaf_weight=1.6275571549631411 3.5832849560683826 7.0214028919217508 53.582314891948954 leaf_count=48 86 159 1939 internal_value=0 -0.0100515 0.00147713 internal_weight=0 10.6047 55.2099 internal_count=2232 245 1987 is_linear=0 shrinkage=0.0224292 Tree=9126 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=2.30636 2.26306 threshold=-0.24870499999999998 0.088235000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015146728064958639 -0.0012839362997917251 0.0097106501478040896 leaf_weight=4.9004960577221928 49.226784823412572 11.626368096044187 leaf_count=119 1646 467 internal_value=0 0.000819033 internal_weight=0 60.8532 internal_count=2232 2113 is_linear=0 shrinkage=0.0224292 Tree=9127 num_leaves=4 num_cat=0 split_feature=47 13 150 split_gain=2.23407 3.15373 2.13502 threshold=0.092530000000000015 -0.080759999999999985 -0.17852999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02361213909491584 0.0072874894007216411 -0.018591595496663418 0.00056328448882521083 leaf_weight=2.0827320818789294 3.5721989955927711 6.9646957619188452 53.112628577052874 leaf_count=15 86 159 1972 internal_value=0 -0.0098208 0.00144087 internal_weight=0 10.5369 55.1954 internal_count=2232 245 1987 is_linear=0 shrinkage=0.0224292 Tree=9128 num_leaves=3 num_cat=0 split_feature=158 51 split_gain=1.6257 1.49135 threshold=0.087355000000000016 -0.39981499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037166419523742514 -0.00029981082363992906 2.4144238298700818e-05 leaf_weight=2.4622968368603315 2.8709588686988345 63.872347111310319 leaf_count=49 212 2025 internal_value=0 3.71472e-05 internal_weight=0 66.3346 internal_count=2286 2074 is_linear=0 shrinkage=0.000439788 Tree=9129 num_leaves=3 num_cat=0 split_feature=158 157 split_gain=1.59796 1.51271 threshold=0.087355000000000016 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029706777092656779 -0.00029864793317200476 4.9797238399416132e-05 leaf_weight=2.5092945848559784 2.8502473484065822 63.767434806746678 leaf_count=176 212 1898 internal_value=0 3.65829e-05 internal_weight=0 66.2767 internal_count=2286 2074 is_linear=0 shrinkage=0.000439788 Tree=9130 num_leaves=3 num_cat=0 split_feature=158 51 split_gain=1.56187 1.51455 threshold=0.087355000000000016 -0.39981499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01905325153839876 -0.01523678722740743 0.0011477387031767093 leaf_weight=2.4504074388314612 2.7971028938648024 63.230724171244674 leaf_count=49 212 2025 internal_value=0 0.00182109 internal_weight=0 65.6811 internal_count=2286 2074 is_linear=0 shrinkage=0.0224292 Tree=9131 num_leaves=3 num_cat=0 split_feature=158 157 split_gain=1.49006 1.50893 threshold=0.087355000000000016 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029815741400727655 -0.0002904556598941723 4.8795490191199571e-05 leaf_weight=2.5016819793863752 2.8082329426292736 63.571311173071081 leaf_count=176 212 1898 internal_value=0 3.55767e-05 internal_weight=0 66.073 internal_count=2286 2074 is_linear=0 shrinkage=0.000439788 Tree=9132 num_leaves=3 num_cat=0 split_feature=9 159 split_gain=2.02681 1.6513 threshold=0.084755000000000011 -0.032739999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024430455901169228 -0.00029827829906357145 4.3635092554763297e-05 leaf_weight=4.0902612794952793 3.9425410129624643 61.581683050037554 leaf_count=294 73 1926 internal_value=0 2.56355e-05 internal_weight=0 65.6719 internal_count=2293 2220 is_linear=0 shrinkage=0.000439788 Tree=9133 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=1.9937 1.63555 threshold=0.084755000000000011 -0.28286499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038703260675987199 -0.00029411554959813519 3.9004963528893243e-05 leaf_weight=1.7727939731382765 3.9371235889193477 63.753438947855557 leaf_count=49 73 2171 internal_value=0 2.73693e-05 internal_weight=0 65.5262 internal_count=2293 2220 is_linear=0 shrinkage=0.000439788 Tree=9134 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=2.02325 1.62641 threshold=0.084755000000000011 -0.28286499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01982281758498481 -0.015277408463384596 0.0018864901782455954 leaf_weight=1.7660214887646351 3.9127448510553213 63.257353610611744 leaf_count=49 73 2171 internal_value=0 0.00129122 internal_weight=0 65.0234 internal_count=2293 2220 is_linear=0 shrinkage=0.0224292 Tree=9135 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=1.93622 1.56945 threshold=0.084755000000000011 -0.28286499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019590980430639404 -0.014955558561054462 0.0018446028309498552 leaf_weight=1.7472803253913287 3.9077688511824809 63.243371541651186 leaf_count=49 73 2171 internal_value=0 0.00126272 internal_weight=0 64.9907 internal_count=2293 2220 is_linear=0 shrinkage=0.0224292 Tree=9136 num_leaves=4 num_cat=0 split_feature=15 151 52 split_gain=2.52979 1.80336 1.30102 threshold=0.084050000000000014 0.084990000000000024 0.08339000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.139148102038184e-06 -0.00026691355272010549 0.00023446903958379179 0.0001616887018526787 leaf_weight=42.944761036139425 9.3018881509328804 1.6149465311318625 12.821867532464692 leaf_count=1163 749 10 334 internal_value=0 -0.000192463 3.88656e-05 internal_weight=0 10.9168 55.7666 internal_count=2256 759 1497 is_linear=0 shrinkage=0.000439788 Tree=9137 num_leaves=4 num_cat=0 split_feature=15 151 52 split_gain=2.40468 1.72547 1.28413 threshold=0.084050000000000014 0.084990000000000024 0.08339000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8790680818342079e-07 -0.013517599423439008 0.01170232183370605 0.0081488197461251598 leaf_weight=42.500689070407589 9.0975702279147281 1.5898486110381771 12.595038203569855 leaf_count=1163 749 10 334 internal_value=0 -0.00975173 0.00186457 internal_weight=0 10.6874 55.0957 internal_count=2256 759 1497 is_linear=0 shrinkage=0.0224292 Tree=9138 num_leaves=4 num_cat=0 split_feature=15 151 12 split_gain=2.31018 1.65956 1.24134 threshold=0.084050000000000014 0.084990000000000024 0.084045000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043570774850525537 -0.013294757640626638 0.011517811551557297 -0.0026486335942181739 leaf_weight=35.158407182746487 9.0435267242751234 1.5795107437297691 19.91778666594405 leaf_count=651 749 10 846 internal_value=0 -0.0095914 0.00182349 internal_weight=0 10.623 55.0762 internal_count=2256 759 1497 is_linear=0 shrinkage=0.0224292 Tree=9139 num_leaves=4 num_cat=0 split_feature=15 151 12 split_gain=2.18361 1.64293 1.19924 threshold=0.084050000000000014 0.084990000000000024 0.084045000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4909790170392249e-05 -0.00025285498614898192 0.00022911885339488592 -4.9362713947036228e-05 leaf_weight=35.463318366716521 9.0910461911585099 1.5942225628532458 20.167869401252574 leaf_count=651 749 10 846 internal_value=0 -0.000180665 3.6232e-05 internal_weight=0 10.6853 55.6312 internal_count=2256 759 1497 is_linear=0 shrinkage=0.000439788 Tree=9140 num_leaves=3 num_cat=0 split_feature=42 129 split_gain=2.20392 2.1389 threshold=-0.10924999999999999 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026116878569168629 -0.00038807715933732498 0.020829422590906529 leaf_weight=1.5953563491748344 63.850222054866208 2.4640165663040525 leaf_count=124 2071 76 internal_value=0 0.000406062 internal_weight=0 66.3142 internal_count=2271 2147 is_linear=0 shrinkage=0.0224292 Tree=9141 num_leaves=3 num_cat=0 split_feature=42 129 split_gain=2.06521 2.0368 threshold=-0.10924999999999999 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049787180945360667 -6.927378528478051e-06 0.00039915549402744731 leaf_weight=1.5786067651335987 64.809123471736712 2.4612647937974534 leaf_count=124 2071 76 internal_value=0 8.03926e-06 internal_weight=0 67.2704 internal_count=2271 2147 is_linear=0 shrinkage=0.000439788 Tree=9142 num_leaves=3 num_cat=0 split_feature=42 129 split_gain=2.12917 2.06005 threshold=-0.10924999999999999 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025819843157044796 -0.00037870338735607645 0.020526662406348279 leaf_weight=1.5767525329163152 63.87030073074402 2.4436419976700554 leaf_count=124 2071 76 internal_value=0 0.000397337 internal_weight=0 66.3139 internal_count=2271 2147 is_linear=0 shrinkage=0.0224292 Tree=9143 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.05924 1.99198 threshold=-0.10924999999999999 -0.09551999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025536316156583156 0.019464581853288965 -0.00040332211689875132 leaf_weight=1.5589157335257358 2.6249992259254205 63.670722347838819 leaf_count=124 42 2105 internal_value=0 0.00038873 internal_weight=0 66.2957 internal_count=2271 2147 is_linear=0 shrinkage=0.0224292 Tree=9144 num_leaves=4 num_cat=0 split_feature=457 150 1 split_gain=2.35214 2.01593 0.918681 threshold=-0.0046349999999999994 0.081245000000000026 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02494356064209264 -0.00057009084566836887 0.0096904482649121208 -0.0054168101850994178 leaf_weight=2.3164245901671157 50.488929216750648 11.884721935648484 2.5482547894353047 leaf_count=128 1810 255 50 internal_value=0 0.00138733 -0.0147761 internal_weight=0 62.3737 4.86468 internal_count=2243 2065 178 is_linear=0 shrinkage=0.0224292 Tree=9145 num_leaves=4 num_cat=0 split_feature=457 150 1 split_gain=2.26022 1.934 0.902117 threshold=-0.0046349999999999994 0.081245000000000026 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024698314548433978 -0.00055730009206449139 0.0095066233497697935 -0.0052908602033231731 leaf_weight=2.2874725322089935 50.489733292538403 11.843651169709117 2.5508256708271801 leaf_count=128 1810 255 50 internal_value=0 0.00135722 -0.0145274 internal_weight=0 62.3334 4.8383 internal_count=2243 2065 178 is_linear=0 shrinkage=0.0224292 Tree=9146 num_leaves=4 num_cat=0 split_feature=457 150 1 split_gain=2.17171 1.8552 0.885487 threshold=-0.0046349999999999994 0.081245000000000026 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024452732330731853 -0.00054479654134525959 0.00932539303509578 -0.0051678852037017461 leaf_weight=2.2591377436392568 50.490524568887395 11.803842281186006 2.5533757345983759 leaf_count=128 1810 255 50 internal_value=0 0.00132774 -0.0142816 internal_weight=0 62.2944 4.81251 internal_count=2243 2065 178 is_linear=0 shrinkage=0.0224292 Tree=9147 num_leaves=4 num_cat=0 split_feature=457 160 1 split_gain=2.10865 1.53092 0.888556 threshold=-0.0046349999999999994 0.082870000000000013 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047605621886096715 -8.5794739644918896e-06 0.00016534083587322598 -9.843213236691266e-05 leaf_weight=2.2577020500430072 50.715415555607706 12.110865676822412 2.5876513561233878 leaf_count=128 1804 261 50 internal_value=0 2.49867e-05 -0.000275565 internal_weight=0 62.8263 4.84535 internal_count=2243 2065 178 is_linear=0 shrinkage=0.000439788 Tree=9148 num_leaves=4 num_cat=0 split_feature=43 0 4 split_gain=2.29868 2.82248 2.81976 threshold=-0.082894999999999983 -0.084804999999999978 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038602133023842599 -0.010312926820033633 0.01308328491191869 0.0014059536486590856 leaf_weight=7.9791097580596242 15.040211571912549 12.961759311782769 32.873882688383674 leaf_count=261 819 335 829 internal_value=0 0.00662966 -0.00227524 internal_weight=0 20.9409 47.9141 internal_count=2244 596 1648 is_linear=0 shrinkage=0.0224292 Tree=9149 num_leaves=4 num_cat=0 split_feature=43 0 4 split_gain=2.20085 2.70736 2.70093 threshold=-0.082894999999999983 -0.084804999999999978 -0.033249999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037742786613642887 -0.010103143723393404 0.012830517158069855 0.0013747908693796673 leaf_weight=7.9781871400227855 15.008919796231337 12.921501442873703 32.865521659250589 leaf_count=261 819 335 829 internal_value=0 0.00649419 -0.0022262 internal_weight=0 20.8997 47.8744 internal_count=2244 596 1648 is_linear=0 shrinkage=0.0224292 Tree=9150 num_leaves=4 num_cat=0 split_feature=43 16 0 split_gain=2.00585 2.71531 2.55178 threshold=-0.082894999999999983 0.071345000000000006 -0.084804999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9133392826755544e-05 8.0201851362930617e-06 -0.00027588896863905879 0.00024541141640084703 leaf_weight=8.0712860206726891 40.723445842825413 7.7371698064844159 13.012175180672783 leaf_count=261 1355 293 335 internal_value=0 -3.73992e-05 0.000125042 internal_weight=0 48.4606 21.0835 internal_count=2244 1648 596 is_linear=0 shrinkage=0.000439788 Tree=9151 num_leaves=4 num_cat=0 split_feature=43 16 0 split_gain=1.97956 2.76726 2.57602 threshold=-0.082894999999999983 0.071345000000000006 -0.084804999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2895549858070303e-05 7.623510678972525e-06 -0.00027716220973939427 0.00024334528993355566 leaf_weight=8.0433415107102082 40.645110038103212 7.8592329425246126 13.039744675116706 leaf_count=261 1355 293 335 internal_value=0 -3.86116e-05 0.00012274 internal_weight=0 48.5043 21.0831 internal_count=2244 1648 596 is_linear=0 shrinkage=0.000439788 Tree=9152 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=1.68962 3.55888 2.23437 threshold=-0.078904999999999989 -0.10891999999999999 -0.066019999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047791225581637919 -0.010885615004236895 -0.018412066111207364 0.0019673716702574935 leaf_weight=13.193408523125983 8.4128739060106437 9.6113487259449339 35.22697781732586 leaf_count=286 134 1008 855 internal_value=0 -0.00804556 -0.000514098 internal_weight=0 22.8048 43.6399 internal_count=2283 1294 989 is_linear=0 shrinkage=0.0224292 Tree=9153 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=1.62655 3.46038 2.13542 threshold=-0.078904999999999989 -0.10891999999999999 -0.066019999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046717066528422359 -0.01064146573639369 -0.018209962194810754 0.0019237335739015027 leaf_weight=13.194464774163409 8.4133026870840677 9.5015142459485542 35.218564223003341 leaf_count=286 134 1008 855 internal_value=0 -0.00790413 -0.000502742 internal_weight=0 22.696 43.6319 internal_count=2283 1294 989 is_linear=0 shrinkage=0.0224292 Tree=9154 num_leaves=4 num_cat=0 split_feature=13 0 12 split_gain=1.56311 2.40265 2.23521 threshold=-0.09194999999999999 -0.084169999999999981 0.045590000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2723255379591648e-05 -1.9370337870989351e-05 0.00028757805597543818 -0.00020562696053726565 leaf_weight=9.2496751341095642 30.967073317333416 5.8147481026098822 20.839926973154888 leaf_count=238 480 85 1480 internal_value=0 6.65381e-05 -9.43422e-05 internal_weight=0 15.0644 51.807 internal_count=2283 323 1960 is_linear=0 shrinkage=0.000439788 Tree=9155 num_leaves=4 num_cat=0 split_feature=13 0 4 split_gain=1.5523 2.35308 2.2234 threshold=-0.09194999999999999 -0.084169999999999981 -0.034289999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9885293440836963e-05 -0.0002379417997793409 0.00028603208761740159 -3.5421634405427664e-05 leaf_weight=9.2878397765234677 14.578737500015903 5.8343569024364106 37.245740034918754 leaf_count=238 926 85 1034 internal_value=0 6.76201e-05 -9.24592e-05 internal_weight=0 15.1222 51.8245 internal_count=2283 323 1960 is_linear=0 shrinkage=0.000439788 Tree=9156 num_leaves=4 num_cat=0 split_feature=1 131 132 split_gain=2.25492 3.03623 1.90711 threshold=0.087135000000000004 0.10033500000000002 0.083225000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011434703145761916 -0.00012175482621310721 0.00034422483433580565 -0.00028582869295923173 leaf_weight=26.975966564595641 33.095013667782951 2.9266780637190086 2.5000589507544637 leaf_count=1193 845 82 141 internal_value=0 -8.37328e-05 8.02424e-05 internal_weight=0 36.0217 29.476 internal_count=2261 927 1334 is_linear=0 shrinkage=0.000439788 Tree=9157 num_leaves=4 num_cat=0 split_feature=47 47 50 split_gain=2.20317 2.24698 2.10067 threshold=0.081320000000000017 0.11370000000000001 0.088425000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9409424620429983e-05 -0.00035546270088565964 1.4653575263011085e-05 -0.00026387574567259914 leaf_weight=48.976059331361284 6.317772911872451 6.3505303702695528 4.2037308887483951 leaf_count=1614 196 109 342 internal_value=0 -0.000170183 3.3769e-05 internal_weight=0 12.6683 53.1798 internal_count=2261 305 1956 is_linear=0 shrinkage=0.000439788 Tree=9158 num_leaves=4 num_cat=0 split_feature=1 131 0 split_gain=2.33743 3.05663 1.83897 threshold=0.087135000000000004 0.10033500000000002 -0.23040499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025935549022721237 -0.0063201619800881776 0.017609048000025645 0.0027273146177159801 leaf_weight=1.8133999352867274 32.802590998780943 2.9063950601521347 27.52969004856277 leaf_count=14 845 82 1320 internal_value=0 -0.00436417 0.00417751 internal_weight=0 35.709 29.3431 internal_count=2261 927 1334 is_linear=0 shrinkage=0.0224292 Tree=9159 num_leaves=4 num_cat=0 split_feature=47 47 1374 split_gain=2.23719 2.25333 1.77555 threshold=0.081320000000000017 0.11370000000000001 -0.094929999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016813047525644272 -0.018504414107238135 0.00051411942019040228 0.0024578432160016683 leaf_weight=2.5077438916196106 6.2607625720847846 6.2541655863897176 50.013944115647973 leaf_count=40 196 109 1916 internal_value=0 -0.00901385 0.00153194 internal_weight=0 12.5149 52.5217 internal_count=2261 305 1956 is_linear=0 shrinkage=0.0224292 Tree=9160 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.59019 1.87032 threshold=-0.44508499999999995 0.055020000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040054124882225487 4.3111312881046851e-05 -0.0002147870369596864 leaf_weight=2.1801164313219479 62.209525325429468 5.9407965068530748 leaf_count=13 2172 99 internal_value=0 2.05759e-05 internal_weight=0 68.1503 internal_count=2284 2271 is_linear=0 shrinkage=0.000439788 Tree=9161 num_leaves=4 num_cat=0 split_feature=2 160 43 split_gain=1.71074 2.34443 1.77783 threshold=0.08826500000000001 0.083670000000000008 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.324396097074148e-05 4.3035222738205671e-05 -0.00049331955358938189 0.00026074220624331724 leaf_weight=25.838870734668948 33.670149923277677 2.1106308727557908 9.2322397453378908 leaf_count=1023 936 101 224 internal_value=0 -4.98093e-05 8.99791e-05 internal_weight=0 27.9495 42.9024 internal_count=2284 1124 1160 is_linear=0 shrinkage=0.000439788 Tree=9162 num_leaves=4 num_cat=0 split_feature=2 160 43 split_gain=1.57752 2.3179 1.735 threshold=0.08826500000000001 0.083670000000000008 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067242952789400943 0.0019788625757887726 -0.02519265897174729 0.013034614708844575 leaf_weight=25.567654732665691 33.273063097361955 2.0796375701020215 9.0764668376243645 leaf_count=1023 936 101 224 internal_value=0 -0.00253296 0.00435317 internal_weight=0 27.6473 42.3495 internal_count=2284 1124 1160 is_linear=0 shrinkage=0.0224292 Tree=9163 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.56255 1.91191 threshold=-0.44508499999999995 0.055020000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020285946979804775 0.0021632962693892239 -0.011165869072488489 leaf_weight=2.1617336296476415 61.82942688747471 5.9139877325796979 leaf_count=13 2172 99 internal_value=0 0.000996844 internal_weight=0 67.7434 internal_count=2284 2271 is_linear=0 shrinkage=0.0224292 Tree=9164 num_leaves=4 num_cat=0 split_feature=51 48 47 split_gain=1.83477 2.46176 1.92858 threshold=0.091505000000000017 0.091840000000000019 0.10019500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4242459135328526e-06 -7.7450933585386134e-05 0.00035094495650413594 -0.00024478246070461782 leaf_weight=51.775994652914278 4.3826997024582379 6.318660985918541 6.6536030727293101 leaf_count=1866 181 98 153 internal_value=0 0.000175672 -2.22522e-05 internal_weight=0 10.7014 58.4296 internal_count=2298 279 2019 is_linear=0 shrinkage=0.000439788 Tree=9165 num_leaves=4 num_cat=0 split_feature=2 0 1374 split_gain=1.46203 2.04908 1.81539 threshold=0.08826500000000001 -0.020899999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0065726842678483907 0.017845969003626436 0.011197907308325837 0.0014829769816590091 leaf_weight=21.546044574015927 3.713225435873027 3.8286551554592725 39.672766480694008 leaf_count=1017 24 89 1168 internal_value=0 -0.00388497 0.00289065 internal_weight=0 25.3747 43.386 internal_count=2298 1106 1192 is_linear=0 shrinkage=0.0224292 Tree=9166 num_leaves=4 num_cat=0 split_feature=51 48 47 split_gain=1.78264 2.43316 1.92069 threshold=0.091505000000000017 0.091840000000000019 0.10019500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030191412469823581 -0.0040284154588228153 0.017782121231097296 -0.012517216128641174 leaf_weight=51.436986915309944 4.356136118465427 6.2466785558717675 6.6195575671372344 leaf_count=1866 181 98 153 internal_value=0 0.00883019 -0.00116335 internal_weight=0 10.6028 58.0565 internal_count=2298 279 2019 is_linear=0 shrinkage=0.0224292 Tree=9167 num_leaves=4 num_cat=0 split_feature=51 48 48 split_gain=1.71272 2.35116 1.8486 threshold=0.091505000000000017 0.091840000000000019 0.11376500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023375765025446341 -0.0039400372613561316 0.017541725198968443 -0.018859252931053221 leaf_weight=55.243739720424401 4.3543993392117937 6.1911509777055471 2.7983945204923648 leaf_count=1957 181 98 62 internal_value=0 0.00868052 -0.00113766 internal_weight=0 10.5456 58.0421 internal_count=2298 279 2019 is_linear=0 shrinkage=0.0224292 Tree=9168 num_leaves=3 num_cat=0 split_feature=1456 40 split_gain=1.76039 1.64154 threshold=-1.0000000180025095e-35 0.05433000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01881248420890937 0.001951870817647776 0.020098692684012355 leaf_weight=1.9583530157040048 64.121550226891941 2.5910965273997126 leaf_count=201 1998 48 internal_value=0 0.00266224 internal_weight=0 66.7126 internal_count=2247 2046 is_linear=0 shrinkage=0.0224292 Tree=9169 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=2.27183 1.82854 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036190523293351139 -0.00038706946628629064 6.8305243083151133e-05 leaf_weight=1.9497170231541066 2.2993922498899328 65.277373475305467 leaf_count=199 53 1995 internal_value=0 5.57291e-05 internal_weight=0 67.2271 internal_count=2247 2194 is_linear=0 shrinkage=0.000439788 Tree=9170 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=2.20281 1.81253 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018571349609004792 -0.019654297243576792 0.0033897714719375552 leaf_weight=1.9289753919360908 2.2655184292161712 64.43401199691175 leaf_count=199 53 1995 internal_value=0 0.00274627 internal_weight=0 66.363 internal_count=2247 2194 is_linear=0 shrinkage=0.0224292 Tree=9171 num_leaves=3 num_cat=0 split_feature=453 158 split_gain=2.12022 1.59659 threshold=1.0000000180025095e-35 0.094245000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0033532675966569409 -0.019378469424898202 -0.015446888470405 leaf_weight=63.979911157550077 2.2467142903406048 2.3374611315339271 leaf_count=2007 53 187 internal_value=0 0.00268637 internal_weight=0 66.3174 internal_count=2247 2194 is_linear=0 shrinkage=0.0224292 Tree=9172 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.21896 2.55952 1.32209 threshold=0.10384000000000002 -0.10023499999999998 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9393366857521306e-05 0.0002166225164407101 -0.00012226437933485158 -7.6490965476108533e-05 leaf_weight=19.385745697652055 19.309753505405755 25.649961090228771 3.508043329595238 leaf_count=279 461 1452 51 internal_value=0 -3.11564e-05 0.000171533 internal_weight=0 45.0357 22.8178 internal_count=2243 1731 512 is_linear=0 shrinkage=0.000439788 Tree=9173 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.0977 2.55915 1.32997 threshold=0.10384000000000002 -0.10023499999999998 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045517550946429335 0.010915172052358379 -0.0063059140099970493 -0.0042181373937063265 leaf_weight=19.195882802972392 19.018641740434763 25.282594377677015 3.440571616505621 leaf_count=279 461 1452 51 internal_value=0 -0.00162005 0.00859526 internal_weight=0 44.4785 22.4592 internal_count=2243 1731 512 is_linear=0 shrinkage=0.0224292 Tree=9174 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=2.9855 2.42518 1.25174 threshold=0.10384000000000002 -0.10023499999999998 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8941549248516474e-05 0.00021124470539724067 -0.00011715221022740526 -7.5048675564881587e-05 leaf_weight=19.361944554656475 19.163030543368226 25.653343538526769 3.481407328581553 leaf_count=279 461 1452 51 internal_value=0 -2.85072e-05 0.000167203 internal_weight=0 45.0153 22.6444 internal_count=2243 1731 512 is_linear=0 shrinkage=0.000439788 Tree=9175 num_leaves=4 num_cat=0 split_feature=1 454 15 split_gain=2.96859 2.2846 1.27655 threshold=0.10384000000000002 1.0000000180025095e-35 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028765881714086314 0.010711653407279481 0.018370787545021514 -0.0041143348442875998 leaf_weight=41.750911122330763 18.944483631066763 2.6920780776999882 3.443195389059837 leaf_count=1710 461 21 51 internal_value=0 -0.00158222 0.00842987 internal_weight=0 44.443 22.3877 internal_count=2243 1731 512 is_linear=0 shrinkage=0.0224292 Tree=9176 num_leaves=3 num_cat=0 split_feature=1213 475 split_gain=2.48507 1.68746 threshold=-1.0000000180025095e-35 -0.08459499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036910517125272597 -0.00029017871868247799 7.8033695291042965e-05 leaf_weight=2.6396451003074608 2.4814779365651694 64.92233745831868 leaf_count=361 164 1783 internal_value=0 6.43996e-05 internal_weight=0 67.4038 internal_count=2308 1947 is_linear=0 shrinkage=0.000439788 Tree=9177 num_leaves=3 num_cat=0 split_feature=1213 11 split_gain=2.44578 1.91226 threshold=-1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01882730684541041 0.0042866659096599275 -0.011259698541412512 leaf_weight=2.5930375749048826 62.497178683903485 4.232842107972373 leaf_count=361 1825 122 internal_value=0 0.00329758 internal_weight=0 66.73 internal_count=2308 1947 is_linear=0 shrinkage=0.0224292 Tree=9178 num_leaves=3 num_cat=0 split_feature=1213 11 split_gain=2.36233 1.82873 threshold=-1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018660149043213014 0.0041929379541221327 -0.011014138296173108 leaf_weight=2.558152217251517 62.461960464342837 4.2306090980910076 leaf_count=361 1825 122 internal_value=0 0.00322541 internal_weight=0 66.6926 internal_count=2308 1947 is_linear=0 shrinkage=0.0224292 Tree=9179 num_leaves=3 num_cat=0 split_feature=1213 11 split_gain=2.36531 1.72925 threshold=-1.0000000180025095e-35 0.081790000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036546551683501298 8.0200782463190376e-05 -0.00020809960125029285 leaf_weight=2.5848838128522393 62.828249949100382 4.281162274999132 leaf_count=361 1825 122 internal_value=0 6.17551e-05 internal_weight=0 67.1094 internal_count=2308 1947 is_linear=0 shrinkage=0.000439788 Tree=9180 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=1.4697 1.47434 threshold=0.087855000000000016 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01955712871018038 -0.018434218433096262 0.00025090232033914215 leaf_weight=2.0362607347778967 2.0288284378220842 62.501140521594607 leaf_count=13 60 2223 internal_value=0 0.000865649 internal_weight=0 64.5374 internal_count=2296 2236 is_linear=0 shrinkage=0.0224292 Tree=9181 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=1.41075 1.594 threshold=0.087855000000000016 -0.51054499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010822895813528773 -0.018100187143483631 -0.00039869074350826477 leaf_weight=7.1439032840935388 2.0203743292368008 57.373078482773053 leaf_count=124 60 2112 internal_value=0 0.000846699 internal_weight=0 64.517 internal_count=2296 2236 is_linear=0 shrinkage=0.0224292 Tree=9182 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=1.32563 2.1674 1.04196 threshold=0.28251000000000009 -0.22665999999999997 -0.083034999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022665226483790345 -0.0046963650027653653 -0.0017050691397996049 0.01359966353380339 leaf_weight=1.8783711495343585 2.1148449028623872 56.581478875508765 5.9260683624397625 leaf_count=13 36 2037 210 internal_value=0 -0.000914884 0.00878789 internal_weight=0 58.4599 8.04091 internal_count=2296 2050 246 is_linear=0 shrinkage=0.0224292 Tree=9183 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=1.32641 2.0661 1.00154 threshold=0.28251000000000009 -0.22665999999999997 -0.083034999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043823380198489712 -8.4877901471529932e-05 -3.1046574076496905e-05 0.00026548911684209768 leaf_weight=1.8551856694975857 2.1310432279224187 56.970325151166435 5.9776759365722665 leaf_count=13 36 2037 210 internal_value=0 -1.61095e-05 0.000173426 internal_weight=0 58.8255 8.10872 internal_count=2296 2050 246 is_linear=0 shrinkage=0.000439788 Tree=9184 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=2.57367 1.55334 threshold=0.091600000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033780529392953679 0.0003709149911405999 -5.2271031808494588e-05 leaf_weight=2.0186779486848527 3.0639709298920925 63.782300597363474 leaf_count=65 48 2182 internal_value=0 -4.02095e-05 internal_weight=0 65.801 internal_count=2295 2247 is_linear=0 shrinkage=0.000439788 Tree=9185 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=2.53972 1.57466 threshold=0.091600000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033658118890200891 0.00036635954867380937 -5.3630024059604921e-05 leaf_weight=2.0459050483605088 3.0731249016025677 63.950932196461508 leaf_count=65 48 2182 internal_value=0 -4.14396e-05 internal_weight=0 65.9968 internal_count=2295 2247 is_linear=0 shrinkage=0.000439788 Tree=9186 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=2.56211 1.56444 threshold=0.091600000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017236621728031202 0.018890799127768951 -0.0027260043597037383 leaf_weight=2.0196728166702078 3.0423405467881812 63.267112656065592 leaf_count=65 48 2182 internal_value=0 -0.00210359 internal_weight=0 65.2868 internal_count=2295 2247 is_linear=0 shrinkage=0.0224292 Tree=9187 num_leaves=3 num_cat=0 split_feature=9 9 split_gain=2.45804 1.50878 threshold=0.091600000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017047246808580489 0.018548103786503459 -0.0026645998847492948 leaf_weight=1.9967781480081601 3.029552260930358 63.273708024025382 leaf_count=65 48 2182 internal_value=0 -0.00205676 internal_weight=0 65.2705 internal_count=2295 2247 is_linear=0 shrinkage=0.0224292 Tree=9188 num_leaves=4 num_cat=0 split_feature=16 42 43 split_gain=2.09026 2.40621 1.35101 threshold=0.23211500000000004 0.084050000000000014 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013753158611127822 0.022670850234669176 -0.0094362095506396564 0.0046452095962863371 leaf_weight=41.875830394180412 2.8703125639513019 13.737690575523628 7.629279316573955 leaf_count=1068 15 852 310 internal_value=0 -0.00129768 0.00960515 internal_weight=0 55.6135 10.4996 internal_count=2245 1920 325 is_linear=0 shrinkage=0.0224292 Tree=9189 num_leaves=4 num_cat=0 split_feature=16 42 43 split_gain=2.00502 2.30487 1.32175 threshold=0.23211500000000004 0.084050000000000014 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013447208362669749 0.022453915695944585 -0.0092458884835907168 0.0045417125748950168 leaf_weight=41.868496418810764 2.8336428048787639 13.706752912128193 7.6285617872763378 leaf_count=1068 15 852 310 internal_value=0 -0.00126956 0.00942522 internal_weight=0 55.5752 10.4622 internal_count=2245 1920 325 is_linear=0 shrinkage=0.0224292 Tree=9190 num_leaves=4 num_cat=0 split_feature=16 42 43 split_gain=1.92315 2.20761 1.29283 threshold=0.23211500000000004 0.084050000000000014 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013148005229630462 0.022237865873644777 -0.0090586183021322056 0.0044404730157546106 leaf_weight=41.86135030050059 2.797593113478797 13.677063367147637 7.627925409168709 leaf_count=1068 15 852 310 internal_value=0 -0.00124202 0.00924816 internal_weight=0 55.5384 10.4255 internal_count=2245 1920 325 is_linear=0 shrinkage=0.0224292 Tree=9191 num_leaves=4 num_cat=0 split_feature=16 42 43 split_gain=1.84454 2.11427 1.26426 threshold=0.23211500000000004 0.084050000000000014 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001285540113207877 0.022022642763446513 -0.0088743961960172958 0.0043414469687797436 leaf_weight=41.854386318000707 2.7621607568653417 13.648572935983792 7.6273656472976636 leaf_count=1068 15 852 310 internal_value=0 -0.00121505 0.00907394 internal_weight=0 55.503 10.3895 internal_count=2245 1920 325 is_linear=0 shrinkage=0.0224292 Tree=9192 num_leaves=4 num_cat=0 split_feature=403 0 43 split_gain=1.65185 2.38841 0.646277 threshold=0.092660000000000006 -0.10147999999999999 0.019175000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032487293392537133 0.0046706217286703634 -0.005776472823496223 0.021997008467918501 leaf_weight=28.208114581251721 2.3226166731437834 30.880698371256813 2.0320524693252082 leaf_count=400 120 1678 42 internal_value=0 -0.00146832 0.0128165 internal_weight=0 59.0888 4.35467 internal_count=2240 2078 162 is_linear=0 shrinkage=0.0224292 Tree=9193 num_leaves=3 num_cat=0 split_feature=49 43 split_gain=1.59754 2.88424 threshold=-0.15031499999999998 -0.00363 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010365047827803031 -0.0085171050433148991 0.0020428511399576349 leaf_weight=6.1563290285412213 19.966616250542529 37.273166706846723 leaf_count=71 1327 842 internal_value=0 -0.00164233 internal_weight=0 57.2398 internal_count=2240 2169 is_linear=0 shrinkage=0.0224292 Tree=9194 num_leaves=4 num_cat=0 split_feature=403 0 403 split_gain=1.58659 2.25362 0.531095 threshold=0.092660000000000006 -0.10147999999999999 0.10469000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031571899266247738 0.022178333709034326 -0.0056161691094415087 0.0061322857332755673 leaf_weight=28.1729049566718 1.7293777087234037 30.826738503787055 2.6056564784630609 leaf_count=400 38 1678 124 internal_value=0 -0.00142714 0.0126027 internal_weight=0 58.9996 4.33503 internal_count=2240 2078 162 is_linear=0 shrinkage=0.0224292 Tree=9195 num_leaves=3 num_cat=0 split_feature=49 43 split_gain=1.53826 2.7251 threshold=-0.15031499999999998 -0.00363 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010198523610859071 -0.0082917821283387209 0.0019824823848722628 leaf_weight=6.1386437835753886 19.920031989454174 37.232250026582278 leaf_count=71 1327 842 internal_value=0 -0.00160011 internal_weight=0 57.1523 internal_count=2240 2169 is_linear=0 shrinkage=0.0224292 Tree=9196 num_leaves=3 num_cat=0 split_feature=1 47 split_gain=1.86772 1.89435 threshold=0.14000500000000002 0.081320000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8532729896941889e-05 0.00026368319664042623 -0.0002163593990875878 leaf_weight=53.486559113064231 3.7908279488437975 11.330708450588643 leaf_count=1917 91 301 internal_value=0 -5.31683e-05 internal_weight=0 64.8173 internal_count=2309 2218 is_linear=0 shrinkage=0.000439788 Tree=9197 num_leaves=3 num_cat=0 split_feature=1 47 split_gain=1.9137 1.89743 threshold=0.14000500000000002 0.081320000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010386176682856136 0.01356630570110493 -0.011174466103219554 leaf_weight=53.109083976680949 3.7818709307721283 11.243557448080535 leaf_count=1917 91 301 internal_value=0 -0.00281232 internal_weight=0 64.3526 internal_count=2309 2218 is_linear=0 shrinkage=0.0224292 Tree=9198 num_leaves=3 num_cat=0 split_feature=1 50 split_gain=1.83815 1.84113 threshold=0.14000500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019417385757674586 0.013351446358667021 -0.020565478986635008 leaf_weight=61.556969798369664 3.7571310206949411 2.7728309463539054 leaf_count=1947 91 271 internal_value=0 -0.00275035 internal_weight=0 64.3298 internal_count=2309 2218 is_linear=0 shrinkage=0.0224292 Tree=9199 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=1.81673 2.10292 threshold=-0.094929999999999987 0.14000500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040129250494631683 -3.9557977131275917e-05 0.00030651905614881628 leaf_weight=2.5003821713326024 62.559981270769185 3.5718285854327396 leaf_count=38 2182 89 internal_value=0 -2.0783e-05 internal_weight=0 66.1318 internal_count=2309 2271 is_linear=0 shrinkage=0.000439788 Tree=9200 num_leaves=4 num_cat=0 split_feature=43 133 43 split_gain=1.62909 1.6237 0.622861 threshold=0.12486500000000002 0.092865000000000017 0.25123500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096898854335209211 0.016911712735202061 -0.016040043035947422 0.002123223355943928 leaf_weight=57.687527441535622 3.2816338683769564 3.816480941604822 2.5426188768060456 leaf_count=1702 43 390 142 internal_value=0 -0.00190887 0.0104837 internal_weight=0 61.504 5.82425 internal_count=2277 2092 185 is_linear=0 shrinkage=0.0224292 Tree=9201 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=1.92783 2.74358 2.29267 threshold=-0.066894999999999982 0.0066850000000000008 0.095175000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017698929689685891 0.0020157589674184785 -0.02066063915608914 -0.02085489977169637 leaf_weight=7.5863019173084449 51.965156660916136 5.4516208619461395 2.2836444378481238 leaf_count=172 1794 65 246 internal_value=0 -0.00855343 0.001046 internal_weight=0 13.0379 54.2488 internal_count=2277 237 2040 is_linear=0 shrinkage=0.0224292 Tree=9202 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=1.84576 2.63749 2.21219 threshold=-0.066894999999999982 0.0066850000000000008 0.095175000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000173033851846273 0.0019709263007939501 -0.020282022974939057 -0.020607333178617186 leaf_weight=7.5861015595764894 51.95570118865021 5.4294417389610317 2.2597448041706221 leaf_count=172 1794 65 246 internal_value=0 -0.00837701 0.00102292 internal_weight=0 13.0155 54.2154 internal_count=2277 237 2040 is_linear=0 shrinkage=0.0224292 Tree=9203 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=1.76707 2.53503 2.13417 threshold=-0.066894999999999982 0.0066850000000000008 0.095175000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016916721216642664 0.0019270802866468582 -0.019907719102177208 -0.020358390627496812 leaf_weight=7.585905887262923 51.94652716634846 5.4080620648746844 2.2365702694496568 leaf_count=172 1794 65 246 internal_value=0 -0.00820374 0.00100033 internal_weight=0 12.994 54.1831 internal_count=2277 237 2040 is_linear=0 shrinkage=0.0224292 Tree=9204 num_leaves=4 num_cat=0 split_feature=4 48 1 split_gain=2.60121 3.53699 2.13971 threshold=-0.034289999999999994 0.086870000000000017 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017537684048514308 -8.0135694449271909e-05 0.00025028747999440346 0.00015408014805532217 leaf_weight=17.393774747087722 9.6981448277140299 4.8030172090207079 33.787387103218862 leaf_count=995 568 77 637 internal_value=0 -8.31342e-05 0.000101833 internal_weight=0 22.1968 43.4855 internal_count=2277 1072 1205 is_linear=0 shrinkage=0.000439788 Tree=9205 num_leaves=4 num_cat=0 split_feature=4 48 1 split_gain=2.53746 3.54457 2.28235 threshold=-0.034289999999999994 0.086870000000000017 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017497589296420186 -8.7682355974936911e-05 0.00025152493884883395 0.00015384742228184749 leaf_weight=17.409029760407979 9.7338544085898757 4.7908641475939922 33.809208753065832 leaf_count=995 568 77 637 internal_value=0 -8.27975e-05 9.98398e-05 internal_weight=0 22.1999 43.5431 internal_count=2277 1072 1205 is_linear=0 shrinkage=0.000439788 Tree=9206 num_leaves=4 num_cat=0 split_feature=4 48 1 split_gain=2.46373 3.49765 2.12979 threshold=-0.034289999999999994 0.086870000000000017 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089706697929223204 -0.0043051235584185138 0.012716516917497429 0.0076428410917129151 leaf_weight=17.222584835065394 9.6679110729062341 4.75988253683522 33.373237543330106 leaf_count=995 568 77 637 internal_value=0 -0.00426776 0.00495837 internal_weight=0 21.9825 43.0411 internal_count=2277 1072 1205 is_linear=0 shrinkage=0.0224292 Tree=9207 num_leaves=4 num_cat=0 split_feature=4 48 1 split_gain=2.35906 3.35159 2.04006 threshold=-0.034289999999999994 0.086870000000000017 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087825658257599248 -0.0042129025986956297 0.012485060552406495 0.0074879343839781435 leaf_weight=17.197589621079263 9.6584778627641281 4.7399667532242793 33.300851376690844 leaf_count=995 568 77 637 internal_value=0 -0.00418049 0.00485655 internal_weight=0 21.9376 42.9593 internal_count=2277 1072 1205 is_linear=0 shrinkage=0.0224292 Tree=9208 num_leaves=3 num_cat=0 split_feature=160 15 split_gain=1.41279 1.61531 threshold=-0.40446999999999994 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016653344357399114 0.00038084954294381588 0.0072274618815032872 leaf_weight=1.769777775275087 37.624920922677347 32.130899189307456 leaf_count=167 1106 1003 internal_value=0 0.00353565 internal_weight=0 69.7558 internal_count=2276 2109 is_linear=0 shrinkage=0.0224292 Tree=9209 num_leaves=3 num_cat=0 split_feature=160 15 split_gain=1.41176 1.51069 threshold=-0.40446999999999994 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032698341356346243 8.377764519726724e-06 0.00013777101175585702 leaf_weight=1.7773124133536828 37.94995436041927 32.294896571451318 leaf_count=167 1106 1003 internal_value=0 6.78873e-05 internal_weight=0 70.2449 internal_count=2276 2109 is_linear=0 shrinkage=0.000439788 Tree=9210 num_leaves=3 num_cat=0 split_feature=160 15 split_gain=1.35969 1.54423 threshold=-0.40446999999999994 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01643897851359372 0.00037321220340982868 0.0070690038157654993 leaf_weight=1.7532740337151143 37.629673956281295 32.100777747714346 leaf_count=167 1106 1003 internal_value=0 0.00345675 internal_weight=0 69.7305 internal_count=2276 2109 is_linear=0 shrinkage=0.0224292 Tree=9211 num_leaves=3 num_cat=0 split_feature=160 15 split_gain=1.36474 1.45091 threshold=-0.40446999999999994 -0.0064449999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032135406009856663 1.0049243664125298e-05 0.0001366591825425581 leaf_weight=1.7631967818497276 38.009155699772464 32.439740656976937 leaf_count=167 1106 1003 internal_value=0 6.83708e-05 internal_weight=0 70.4489 internal_count=2276 2109 is_linear=0 shrinkage=0.000439788 Tree=9212 num_leaves=3 num_cat=0 split_feature=41 0 split_gain=1.75949 1.57589 threshold=1.0000000180025095e-35 -0.0042749999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5005612625372724e-05 -0.0002437728971560161 0.00020934782744955375 leaf_weight=54.6298394585192 4.3810534022049969 9.4505629774903337 leaf_count=1902 135 213 internal_value=0 4.3721e-05 internal_weight=0 64.0804 internal_count=2250 2115 is_linear=0 shrinkage=0.000439788 Tree=9213 num_leaves=3 num_cat=0 split_feature=0 1186 split_gain=1.47079 1.32417 threshold=0.17126500000000003 0.085175000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013713082076650393 0.019182758664295169 0.018619340549276751 leaf_weight=63.697778591378665 2.2215348359823102 1.9926341178907012 leaf_count=2177 28 45 internal_value=0 0.000703012 internal_weight=0 65.6904 internal_count=2250 2222 is_linear=0 shrinkage=0.0224292 Tree=9214 num_leaves=3 num_cat=0 split_feature=41 0 split_gain=1.75134 1.45988 threshold=1.0000000180025095e-35 -0.0042749999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081527410708030215 -0.012477383940463379 0.010414960137068925 leaf_weight=54.212894261375368 4.3351235635964249 9.3247344648589188 leaf_count=1902 135 213 internal_value=0 0.00222682 internal_weight=0 63.5376 internal_count=2250 2115 is_linear=0 shrinkage=0.0224292 Tree=9215 num_leaves=3 num_cat=0 split_feature=41 14 split_gain=1.67599 1.43734 threshold=1.0000000180025095e-35 -0.10708499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011228406775685595 -0.01221511674065508 0.003026942762352383 leaf_weight=3.7649582619560524 4.3293572332368049 59.728877323604138 leaf_count=93 135 2022 internal_value=0 0.00217853 internal_weight=0 63.4938 internal_count=2250 2115 is_linear=0 shrinkage=0.0224292 Tree=9216 num_leaves=4 num_cat=0 split_feature=42 12 483 split_gain=2.66723 1.8254 1.57582 threshold=-0.0044549999999999998 0.045590000000000006 0.085050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019308617843581634 0.002446217804345003 -0.023136047725999649 -0.014711039853827792 leaf_weight=4.2816452954339166 55.284602387288487 3.8921578931744989 2.8119546093676027 leaf_count=82 1419 530 211 internal_value=0 -0.0120586 0.00161122 internal_weight=0 8.1738 58.0966 internal_count=2242 612 1630 is_linear=0 shrinkage=0.0224292 Tree=9217 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=2.59859 1.83447 1.56845 threshold=-0.0044549999999999998 0.045590000000000006 -0.0048499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1406518447627227e-05 -0.00024797853272506284 -0.00044656474760757284 5.2957422719493742e-05 leaf_weight=4.3373940196815948 3.546883183152203 3.9045346786929258 55.286522702402181 leaf_count=82 307 530 1323 internal_value=0 -0.000228661 3.47404e-05 internal_weight=0 8.24193 58.8334 internal_count=2242 612 1630 is_linear=0 shrinkage=0.000439788 Tree=9218 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=2.58541 1.79791 1.50724 threshold=-0.0044549999999999998 0.045590000000000006 -0.0048499999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5596137014664144e-05 -0.00024464928616140609 -0.00044780317581246602 4.9808721213328182e-05 leaf_weight=4.3066072322362725 3.5626712789098738 3.8869234291848898 54.888215059470895 leaf_count=82 307 530 1323 internal_value=0 -0.000231729 3.1787e-05 internal_weight=0 8.19353 58.4509 internal_count=2242 612 1630 is_linear=0 shrinkage=0.000439788 Tree=9219 num_leaves=4 num_cat=0 split_feature=42 12 43 split_gain=2.56173 1.78452 1.55565 threshold=-0.0044549999999999998 0.045590000000000006 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018791850434175276 0.0070558715544171797 -0.02291704605928652 -0.00087963520663114853 leaf_weight=4.2836041395566991 17.986509681762072 3.8399874674059902 40.105811075411566 leaf_count=82 635 530 995 internal_value=0 -0.0118541 0.00157886 internal_weight=0 8.12359 58.0923 internal_count=2242 612 1630 is_linear=0 shrinkage=0.0224292 Tree=9220 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.33259 1.54443 threshold=-0.087809999999999985 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018865149245351241 0.01643840174560247 -0.00049045098277704987 leaf_weight=1.8691056636780548 2.8159465034041196 61.983886263625436 leaf_count=58 133 2080 internal_value=0 0.000249835 internal_weight=0 64.7998 internal_count=2271 2213 is_linear=0 shrinkage=0.0224292 Tree=9221 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.23342 1.51981 threshold=-0.087809999999999985 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035462471952405844 0.00031916905165369126 -9.8366051831763538e-06 leaf_weight=1.8849172842801625 2.8199886726124523 62.435054241285115 leaf_count=58 133 2080 internal_value=0 4.47052e-06 internal_weight=0 65.255 internal_count=2271 2213 is_linear=0 shrinkage=0.000439788 Tree=9222 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=1.27113 1.49267 threshold=-0.087809999999999985 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018416051808665054 0.016252289336190637 -0.00047965182821656005 leaf_weight=1.870964430967432 2.7844292937588753 61.994150381503687 leaf_count=58 133 2080 internal_value=0 0.000244127 internal_weight=0 64.7786 internal_count=2271 2213 is_linear=0 shrinkage=0.0224292 Tree=9223 num_leaves=3 num_cat=0 split_feature=156 12 split_gain=1.13772 1.28116 threshold=0.09747500000000002 -0.094939999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029785557360366476 -0.00031707380371172572 1.9327595816248e-05 leaf_weight=2.5445833733792815 2.147303887664747 62.725716936431581 leaf_count=95 162 2014 internal_value=0 6.87862e-06 internal_weight=0 65.2703 internal_count=2271 2109 is_linear=0 shrinkage=0.000439788 Tree=9224 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.18837 4.14312 1.74425 threshold=-0.077944999999999987 -0.09113499999999998 0.12084000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9977046001691831e-05 0.00013657972754502505 -0.00038693242675982186 -0.00016483531462025962 leaf_weight=33.224967435483222 19.995153823667355 7.2309757412397166 4.5422140264945474 leaf_count=651 682 808 99 internal_value=0 -8.57171e-05 8.06988e-05 internal_weight=0 40.4559 24.5374 internal_count=2240 1459 781 is_linear=0 shrinkage=0.000439788 Tree=9225 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.21848 4.08815 1.73121 threshold=-0.077944999999999987 -0.09113499999999998 0.12084000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1579337344215609e-05 0.00013636833888870428 -0.00038595300603099392 -0.0001638850080351252 leaf_weight=33.234554296504712 19.987249673789851 7.2373386219710474 4.5438734441922852 leaf_count=651 682 808 99 internal_value=0 -8.68893e-05 8.06685e-05 internal_weight=0 40.4719 24.5311 internal_count=2240 1459 781 is_linear=0 shrinkage=0.000439788 Tree=9226 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.11173 4.14853 1.75527 threshold=-0.077944999999999987 -0.09113499999999998 0.12084000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7504897948593567e-05 0.00013592577929718769 -0.00038392949915411873 -0.00016640252801637887 leaf_weight=33.441833764975399 20.08566207781951 7.2577540456538818 4.5388841347030384 leaf_count=651 682 808 99 internal_value=0 -8.29969e-05 8.01138e-05 internal_weight=0 40.6996 24.6245 internal_count=2240 1459 781 is_linear=0 shrinkage=0.000439788 Tree=9227 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.06805 4.2651 1.78446 threshold=-0.077944999999999987 -0.09113499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.619646087534417e-05 -0.00022702515665402927 -0.00038656769442051966 0.00012399733118444211 leaf_weight=33.479316113642881 3.2018618798028937 7.3118392313799623 21.524829721111018 leaf_count=651 116 808 665 internal_value=0 -8.27355e-05 7.84033e-05 internal_weight=0 40.7912 24.7267 internal_count=2240 1459 781 is_linear=0 shrinkage=0.000439788 Tree=9228 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=2.65994 1.80974 threshold=-0.094929999999999987 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043558734465100498 6.9874736239884137e-05 -0.00021524335773403394 leaf_weight=2.2203397364355615 65.947444046366854 4.5881003757885983 leaf_count=37 1984 263 internal_value=0 5.12755e-05 internal_weight=0 70.5355 internal_count=2284 2247 is_linear=0 shrinkage=0.000439788 Tree=9229 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=2.71347 1.82866 threshold=-0.094929999999999987 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022690549396568466 0.003434630958544137 -0.011283459168787688 leaf_weight=2.2050978676707009 65.138745929765037 4.5243673278766883 leaf_count=37 1984 263 internal_value=0 0.00247591 internal_weight=0 69.6631 internal_count=2284 2247 is_linear=0 shrinkage=0.0224292 Tree=9230 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=2.5752 1.7532 threshold=-0.094929999999999987 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043137490562312786 6.6785760528075051e-05 -0.00021461405306964892 leaf_weight=2.2128535185183855 65.739272194580053 4.5620869362651311 leaf_count=37 1984 263 internal_value=0 4.84715e-05 internal_weight=0 70.3014 internal_count=2284 2247 is_linear=0 shrinkage=0.000439788 Tree=9231 num_leaves=3 num_cat=0 split_feature=1375 159 split_gain=1.63047 1.75068 threshold=-0.096099999999999977 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015953618727689779 0.0032482283966788119 -0.011191210600955995 leaf_weight=2.5310948685510075 64.821561590229976 4.4999178584826032 leaf_count=52 1970 262 internal_value=0 0.00230809 internal_weight=0 69.3215 internal_count=2284 2232 is_linear=0 shrinkage=0.0224292 Tree=9232 num_leaves=4 num_cat=0 split_feature=0 48 158 split_gain=1.45913 2.82908 1.56039 threshold=-0.14816999999999997 0.086095000000000019 0.087355000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0048976403817028499 0.0054478101332516779 -0.013963642982146248 -0.012947464459217508 leaf_weight=9.5047809080133465 51.17583281420616 6.8808414138593426 2.4121151667122822 leaf_count=157 1849 69 202 internal_value=0 -0.00302984 0.00461548 internal_weight=0 16.3856 53.5879 internal_count=2277 226 2051 is_linear=0 shrinkage=0.0224292 Tree=9233 num_leaves=4 num_cat=0 split_feature=0 48 158 split_gain=1.39552 2.70314 1.49558 threshold=-0.14816999999999997 0.086095000000000019 0.087355000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0047943245704175283 0.0053287683718380597 -0.013644928181041443 -0.012724180539998632 leaf_weight=9.4923797735827993 51.146363086916608 6.884035728067146 2.3998669757725102 leaf_count=157 1849 69 202 internal_value=0 -0.00296371 0.00451541 internal_weight=0 16.3764 53.5462 internal_count=2277 226 2051 is_linear=0 shrinkage=0.0224292 Tree=9234 num_leaves=3 num_cat=0 split_feature=1213 2 split_gain=1.34089 1.50773 threshold=-0.080769999999999995 0.09302500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016577941632238451 0.0060902541113806354 -0.00065181378494055375 leaf_weight=1.7499798000712861 38.944284879048382 29.179653238168157 leaf_count=242 1204 831 internal_value=0 0.00320304 internal_weight=0 68.1239 internal_count=2277 2035 is_linear=0 shrinkage=0.0224292 Tree=9235 num_leaves=3 num_cat=0 split_feature=1213 0 split_gain=1.33592 1.35619 threshold=-0.080769999999999995 -0.14816999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032279128422059856 -4.8927948666543949e-05 9.5899373622012436e-05 leaf_weight=1.7771504286120023 16.399672200554051 52.512675928583121 leaf_count=242 220 1815 internal_value=0 6.14295e-05 internal_weight=0 68.9123 internal_count=2277 2035 is_linear=0 shrinkage=0.000439788 Tree=9236 num_leaves=3 num_cat=0 split_feature=9 159 split_gain=2.23744 2.10579 threshold=0.09055500000000001 0.094480000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0034095922888884222 -0.019333259557955562 -0.014148445963534737 leaf_weight=60.658886819989675 2.4520164649075005 3.6238909593776034 leaf_count=1951 43 239 internal_value=0 0.00241586 internal_weight=0 64.2828 internal_count=2233 2190 is_linear=0 shrinkage=0.0224292 Tree=9237 num_leaves=3 num_cat=0 split_feature=9 14 split_gain=2.13986 2.08152 threshold=0.09055500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015734895880367375 -0.018911756035916119 0.0032621562539401549 leaf_weight=3.0271349546455886 2.450883031167904 61.224929971552228 leaf_count=105 43 2085 internal_value=0 0.00236273 internal_weight=0 64.2521 internal_count=2233 2190 is_linear=0 shrinkage=0.0224292 Tree=9238 num_leaves=3 num_cat=0 split_feature=9 159 split_gain=2.04635 1.99917 threshold=0.09055500000000001 0.094480000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0032796782317209834 -0.01849807771226589 -0.013823684686753077 leaf_weight=60.607150518644175 2.4499303682823657 3.6260566277178432 leaf_count=1951 43 239 internal_value=0 0.00231035 internal_weight=0 64.2332 internal_count=2233 2190 is_linear=0 shrinkage=0.0224292 Tree=9239 num_leaves=3 num_cat=0 split_feature=9 14 split_gain=1.89872 1.90815 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028676621675315567 -0.00029417595271521155 6.5747305146774567e-05 leaf_weight=3.1031811268039737 3.2666858249212956 61.010975461549151 leaf_count=104 61 2068 internal_value=0 4.86051e-05 internal_weight=0 64.1142 internal_count=2233 2172 is_linear=0 shrinkage=0.000439788 Tree=9240 num_leaves=4 num_cat=0 split_feature=16 48 4 split_gain=1.82457 2.39821 2.27015 threshold=-0.27207999999999993 0.091545000000000015 0.40426000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013349898298123416 0.00045097666226099573 0.012175205394096424 0.0070284215723553133 leaf_weight=8.4615646021211415 45.474336819750761 10.85761196920066 4.0553327599845934 leaf_count=152 1749 239 152 internal_value=0 0.0027141 -0.0067469 internal_weight=0 56.3319 12.5169 internal_count=2292 1988 304 is_linear=0 shrinkage=0.0224292 Tree=9241 num_leaves=4 num_cat=0 split_feature=16 48 4 split_gain=1.68372 2.36721 2.16521 threshold=-0.27207999999999993 0.091545000000000015 0.40426000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025051840554948492 9.2523261427841175e-06 0.00023676724861566989 0.00013792891314519585 leaf_weight=8.5189207775238156 45.842512614513453 10.941219876865942 4.0972470002870969 leaf_count=152 1749 239 152 internal_value=0 5.31553e-05 -0.000124348 internal_weight=0 56.7837 12.6162 internal_count=2292 1988 304 is_linear=0 shrinkage=0.000439788 Tree=9242 num_leaves=4 num_cat=0 split_feature=16 4 4 split_gain=1.7077 2.19858 1.44396 threshold=-0.27207999999999993 0.40426000000000001 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025501547545711995 1.8403330530583321e-06 0.00013776105471161422 0.00015110706736858539 leaf_weight=8.4900462868681625 37.81740591325547 4.0624097970758148 18.730701821627008 leaf_count=152 1639 152 349 internal_value=0 -0.000127883 5.1317e-05 internal_weight=0 12.5525 56.5481 internal_count=2292 304 1988 is_linear=0 shrinkage=0.000439788 Tree=9243 num_leaves=4 num_cat=0 split_feature=16 48 4 split_gain=1.74032 2.30316 2.16637 threshold=-0.27207999999999993 0.091545000000000015 0.40426000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013032289187866794 0.00043940952389616466 0.011945717734350362 0.0068913216217383142 leaf_weight=8.4641627591608977 45.484851102636867 10.817818338666255 4.0447171747109669 leaf_count=152 1749 239 152 internal_value=0 0.0026535 -0.00658935 internal_weight=0 56.3027 12.5089 internal_count=2292 1988 304 is_linear=0 shrinkage=0.0224292 Tree=9244 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=2.34193 1.72289 threshold=0.12171500000000002 -0.15817999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010234632526992048 -0.018327162521041367 -0.0010822403757053843 leaf_weight=7.6996793629768936 3.5660888030834021 54.898145652368385 leaf_count=163 75 2002 internal_value=0 0.000312457 internal_weight=0 62.5978 internal_count=2240 2165 is_linear=0 shrinkage=0.0224292 Tree=9245 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=2.25281 1.65036 threshold=0.12171500000000002 -0.15817999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01002967831710822 -0.018028508913630552 -0.0010579027035614668 leaf_weight=7.6813938342465908 3.5444177435711017 54.901858153369858 leaf_count=163 75 2002 internal_value=0 0.000305617 internal_weight=0 62.5833 internal_count=2240 2165 is_linear=0 shrinkage=0.0224292 Tree=9246 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=2.12035 1.65644 threshold=0.12171500000000002 0.24564500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4708723785825868e-05 -0.00034117677638567472 0.00016683680773717344 leaf_weight=52.989303085995516 3.557760371171752 10.43515282827684 leaf_count=1886 75 279 internal_value=0 6.84676e-06 internal_weight=0 63.4245 internal_count=2240 2165 is_linear=0 shrinkage=0.000439788 Tree=9247 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=2.17647 1.59516 threshold=0.12171500000000002 0.079825000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8851414852564013e-05 -0.00034506683361932628 0.0001413178978331369 leaf_weight=49.593252530999507 3.5551544673799063 13.549187881891838 leaf_count=1859 75 306 internal_value=0 7.69541e-06 internal_weight=0 63.1424 internal_count=2240 2165 is_linear=0 shrinkage=0.000439788 Tree=9248 num_leaves=3 num_cat=0 split_feature=0 13 split_gain=1.76714 1.74256 threshold=-0.23177499999999998 0.18997000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038874346840304399 1.909571199150862e-05 -0.00029817185262543468 leaf_weight=2.2961553507193448 62.636981192653366 3.5182364618540296 leaf_count=52 2154 110 internal_value=0 2.14177e-06 internal_weight=0 66.1552 internal_count=2316 2264 is_linear=0 shrinkage=0.000439788 Tree=9249 num_leaves=3 num_cat=0 split_feature=0 13 split_gain=1.79259 1.72772 threshold=-0.23177499999999998 0.18997000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020124826932578457 0.00090165388100472315 -0.015275855291055452 leaf_weight=2.2767681195837204 62.16603359852752 3.4893452501437414 leaf_count=52 2154 110 internal_value=0 3.7687e-05 internal_weight=0 65.6554 internal_count=2316 2264 is_linear=0 shrinkage=0.0224292 Tree=9250 num_leaves=3 num_cat=0 split_feature=0 13 split_gain=1.72334 1.64611 threshold=-0.23177499999999998 0.18997000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003815407991943339 1.9157326500097835e-05 -0.00028930652962652772 leaf_weight=2.3171789502885067 62.9250001976975 3.5148768665858361 leaf_count=52 2154 110 internal_value=0 2.7602e-06 internal_weight=0 66.4399 internal_count=2316 2264 is_linear=0 shrinkage=0.000439788 Tree=9251 num_leaves=3 num_cat=0 split_feature=0 13 split_gain=1.72516 1.61856 threshold=-0.23177499999999998 0.18997000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038434350613222613 1.8545606149958683e-05 -0.00028786526617535606 leaf_weight=2.2913594899655427 62.690975853261534 3.5024748076120877 leaf_count=52 2154 110 internal_value=0 2.25425e-06 internal_weight=0 66.1935 internal_count=2316 2264 is_linear=0 shrinkage=0.000439788 Tree=9252 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=1.52048 2.77647 0.425015 threshold=-0.24297999999999997 -0.11406499999999999 -0.30192499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014377802581899335 -0.00030948750818666815 2.089702640072126e-05 0.00040951272981247901 leaf_weight=3.0954568559827749 5.3427876501511937 59.641550858428445 1.8815400470994053 leaf_count=70 165 1926 112 internal_value=0 -6.34896e-06 0.000245419 internal_weight=0 64.9843 4.977 internal_count=2273 2091 182 is_linear=0 shrinkage=0.000439788 Tree=9253 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=1.44495 2.85709 0.440647 threshold=-0.24297999999999997 -0.11406499999999999 -0.30192499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069598058282145771 -0.016116867510771387 0.0010746791888519968 0.020878555364420053 leaf_weight=3.0366445627587382 5.2816119834835709 58.90208531413532 1.8482867624425114 leaf_count=70 165 1926 112 internal_value=0 -0.000344367 0.012287 internal_weight=0 64.1837 4.88493 internal_count=2273 2091 182 is_linear=0 shrinkage=0.0224292 Tree=9254 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=1.36507 2.66737 0.471399 threshold=-0.24297999999999997 -0.11406499999999999 -0.30192499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012965300313114687 -0.0003008232585550608 2.4195271277566299e-05 0.00041008895621185755 leaf_weight=3.0706253798543912 5.2976762950108869 59.946808000685223 1.8715656088806998 leaf_count=70 165 1926 112 internal_value=0 -2.27563e-06 0.000237021 internal_weight=0 65.2445 4.94219 internal_count=2273 2091 182 is_linear=0 shrinkage=0.000439788 Tree=9255 num_leaves=4 num_cat=0 split_feature=15 15 52 split_gain=1.39183 2.73361 0.355404 threshold=-0.24297999999999997 -0.11406499999999999 -0.023194999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01915374294768649 -0.01578021429356152 0.001053708567245771 0.0068199137659348897 leaf_weight=2.0572349251087871 5.2691478146932686 58.919496741528292 2.788745640873457 leaf_count=50 165 1926 132 internal_value=0 -0.000332443 0.0121105 internal_weight=0 64.1886 4.84598 internal_count=2273 2091 182 is_linear=0 shrinkage=0.0224292 Tree=9256 num_leaves=3 num_cat=0 split_feature=34 2 split_gain=1.40099 2.25941 threshold=-0.038779999999999995 -0.079739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016182239063903727 0.019109874791478285 -0.00033800454518972218 leaf_weight=2.5782842894295745 3.1419848201330742 60.949098757914953 leaf_count=87 58 2167 internal_value=0 0.00062081 internal_weight=0 64.0911 internal_count=2312 2225 is_linear=0 shrinkage=0.0224292 Tree=9257 num_leaves=3 num_cat=0 split_feature=34 2 split_gain=1.34112 2.17307 threshold=-0.038779999999999995 -0.079739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015843660043410725 0.018795943361599506 -0.00033041980894875627 leaf_weight=2.5747662901358117 3.1233453328532041 60.950213281987999 leaf_count=87 58 2167 internal_value=0 0.000607239 internal_weight=0 64.0736 internal_count=2312 2225 is_linear=0 shrinkage=0.0224292 Tree=9258 num_leaves=4 num_cat=0 split_feature=156 151 474 split_gain=1.18121 1.5612 1.31373 threshold=0.091255000000000017 0.086470000000000005 0.088585000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6855898956744449e-06 -0.00049741890380463477 0.00027077358700828229 4.1041802718067623e-05 leaf_weight=59.470496591962956 1.8562073440098168 4.3129710160865207 1.6401245831257254 leaf_count=2044 132 57 79 internal_value=0 1.58809e-05 -0.000245976 internal_weight=0 63.7835 3.49633 internal_count=2312 2101 211 is_linear=0 shrinkage=0.000439788 Tree=9259 num_leaves=3 num_cat=0 split_feature=34 9 split_gain=1.28351 2.09575 threshold=-0.038779999999999995 0.091600000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015505818758533317 -0.00019823152299675012 0.021291700931483165 leaf_weight=2.5718302984369066 61.716603719780323 2.3515381781180613 leaf_count=87 2190 35 internal_value=0 0.000596636 internal_weight=0 64.0681 internal_count=2312 2225 is_linear=0 shrinkage=0.0224292 Tree=9260 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.63288 1.73415 threshold=-0.081079999999999985 0.090115000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017043109757481321 0.0007000650352443614 0.02013352121674921 leaf_weight=2.4842653289379077 62.637063854037706 2.379462471450096 leaf_count=70 2170 56 internal_value=0 0.00141699 internal_weight=0 65.0165 internal_count=2296 2226 is_linear=0 shrinkage=0.0224292 Tree=9261 num_leaves=4 num_cat=0 split_feature=4 41 2 split_gain=1.59517 2.36282 1.01843 threshold=0.28251000000000009 1.0000000180025095e-35 0.10882500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8602605595865404e-06 0.00045487798676513999 -0.0004360941355123362 0.00010125930792960724 leaf_weight=57.939806814064013 2.1849342597452042 2.39623064357147 5.5793395842374593 leaf_count=1968 89 93 146 internal_value=0 -9.90364e-06 0.000201642 internal_weight=0 60.336 7.76427 internal_count=2296 2061 235 is_linear=0 shrinkage=0.000439788 Tree=9262 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.53989 1.70328 threshold=-0.081079999999999985 0.090115000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032336505394270023 1.3495195985735809e-05 0.00039130645484375458 leaf_weight=2.4961090779252109 63.279143302913326 2.3762858472618964 leaf_count=70 2170 56 internal_value=0 2.72792e-05 internal_weight=0 65.6554 internal_count=2296 2226 is_linear=0 shrinkage=0.000439788 Tree=9263 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.56503 1.68581 threshold=-0.081079999999999985 0.090115000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016723272098619513 0.00068378062681054318 0.019978635903255906 leaf_weight=2.473875894866068 62.656557895961669 2.3449356412402258 leaf_count=70 2170 56 internal_value=0 0.00138551 internal_weight=0 65.0015 internal_count=2296 2226 is_linear=0 shrinkage=0.0224292 Tree=9264 num_leaves=4 num_cat=0 split_feature=13 48 52 split_gain=1.49457 1.7813 1.53505 threshold=-0.094869999999999996 0.092475000000000016 0.021625000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022315644851244633 -8.3023477213535582e-05 0.00011284274291280338 -0.00010694468879776169 leaf_weight=9.2015343703624222 41.249136752696813 11.460736318708994 3.8540191474530721 leaf_count=176 1820 213 108 internal_value=0 -4.04107e-05 0.000125696 internal_weight=0 52.7099 13.0556 internal_count=2317 2033 284 is_linear=0 shrinkage=0.000439788 Tree=9265 num_leaves=4 num_cat=0 split_feature=48 10 48 split_gain=1.39123 1.84893 1.73151 threshold=0.092475000000000016 -1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014111226083255048 0.011226608535957392 -0.0032392548337317533 -0.0058039607306583398 leaf_weight=3.2827134828603439 9.5186944763809134 48.163486608335234 4.3693135446569604 leaf_count=93 209 1947 68 internal_value=0 -0.00212732 0.005868 internal_weight=0 51.4462 13.888 internal_count=2317 2040 277 is_linear=0 shrinkage=0.0224292 Tree=9266 num_leaves=4 num_cat=0 split_feature=13 48 12 split_gain=1.50224 1.74473 1.06169 threshold=-0.094869999999999996 0.092475000000000016 0.095535000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020113525624810476 -8.2963277273466013e-05 0.0001108531054725138 -8.2581317403727543e-05 leaf_weight=9.5688099653652881 41.359710670214554 11.456592760944202 3.4636851076284065 leaf_count=239 1820 213 45 internal_value=0 -4.08969e-05 0.000125721 internal_weight=0 52.8163 13.0325 internal_count=2317 2033 284 is_linear=0 shrinkage=0.000439788 Tree=9267 num_leaves=4 num_cat=0 split_feature=13 48 52 split_gain=1.50309 1.78229 1.52315 threshold=-0.094869999999999996 0.092475000000000016 0.021625000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022461330073203649 -8.1526114815497284e-05 0.00011411111225159588 -0.00010339363205690974 leaf_weight=9.2227162581639259 41.237308345990641 11.50409840225984 3.8777555821507113 leaf_count=176 1820 213 108 internal_value=0 -3.88273e-05 0.000127514 internal_weight=0 52.7414 13.1005 internal_count=2317 2033 284 is_linear=0 shrinkage=0.000439788 Tree=9268 num_leaves=4 num_cat=0 split_feature=3 16 1213 split_gain=1.30621 2.86348 1.29519 threshold=0.081870000000000012 0.033280000000000011 0.039620000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041595393890218992 0.0016644149835265277 -0.017218209475929468 -0.014671974245047917 leaf_weight=47.280949179816844 15.490166893308926 5.4453050327283554 1.8931919940441719 leaf_count=1762 211 91 198 internal_value=0 -0.00325816 0.00342912 internal_weight=0 20.9355 49.1741 internal_count=2262 302 1960 is_linear=0 shrinkage=0.0224292 Tree=9269 num_leaves=4 num_cat=0 split_feature=3 16 39 split_gain=1.26364 2.68153 1.31022 threshold=0.081870000000000012 0.033280000000000011 0.084155000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.270027458406962e-05 1.2880102513659842e-05 -0.0003447129890571083 0.00025201358429400152 leaf_weight=44.128960877341797 15.423522439741648 5.4833976356021585 5.3916713186881671 leaf_count=1730 211 91 230 internal_value=0 -8.11371e-05 4.77548e-05 internal_weight=0 20.9069 49.5206 internal_count=2262 302 1960 is_linear=0 shrinkage=0.000439788 Tree=9270 num_leaves=4 num_cat=0 split_feature=156 474 13 split_gain=1.51758 1.62801 1.08086 threshold=0.091255000000000017 0.088585000000000011 -0.43167499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011989734405990909 -0.025679464281950691 0.0032016582149360512 0.0027654683750479451 leaf_weight=2.5809471496831966 2.0749628058072171 1.8415901378575652 63.578801099853081 leaf_count=60 120 82 2000 internal_value=0 -0.0121497 0.00218656 internal_weight=0 3.91655 66.1597 internal_count=2262 202 2060 is_linear=0 shrinkage=0.0224292 Tree=9271 num_leaves=4 num_cat=0 split_feature=156 474 43 split_gain=1.45586 1.57266 1.05653 threshold=0.091255000000000017 0.088585000000000011 -0.069894999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057437942353696647 -0.025310234241713116 0.0031321211973539161 -8.9553948532549097e-05 leaf_weight=25.246872464171247 2.0584811575079125 1.8406874446736763 40.911026868769113 leaf_count=893 120 82 1167 internal_value=0 -0.0119336 0.00213756 internal_weight=0 3.89917 66.1579 internal_count=2262 202 2060 is_linear=0 shrinkage=0.0224292 Tree=9272 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=1.69965 1.35551 threshold=-1.0000000180025095e-35 -0.42890999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019209950523806214 -0.019254915794652154 0.0020437021293199533 leaf_weight=2.0278386539710018 1.5203460353368417 64.089513989302986 leaf_count=206 176 1870 internal_value=0 0.0015447 internal_weight=0 65.6099 internal_count=2252 2046 is_linear=0 shrinkage=0.0224292 Tree=9273 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=1.64159 1.31158 threshold=-1.0000000180025095e-35 -0.42890999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018998272803233029 -0.019095198700838398 0.0019983024951273631 leaf_weight=2.0049165007874299 1.4990781807155134 64.076026890326602 leaf_count=206 176 1870 internal_value=0 0.00151068 internal_weight=0 65.5751 internal_count=2252 2046 is_linear=0 shrinkage=0.0224292 Tree=9274 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=1.6053 1.15341 threshold=-1.0000000180025095e-35 0.043130000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036731498885904363 8.6386812762979873e-06 0.00019088593980000858 leaf_weight=2.013184938796484 58.664776469984645 7.5662166709571457 leaf_count=206 1879 167 internal_value=0 2.95076e-05 internal_weight=0 66.231 internal_count=2252 2046 is_linear=0 shrinkage=0.000439788 Tree=9275 num_leaves=4 num_cat=0 split_feature=0 16 3 split_gain=1.19888 2.43111 1.2468 threshold=-0.061684999999999997 -0.056339999999999994 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6333565627448075e-05 0.00016715097333490239 -0.00014625209738261188 -0.00013457648100963622 leaf_weight=32.125957243337098 15.322096374691684 17.783266520058305 3.1865973322201162 leaf_count=1072 365 768 47 internal_value=0 -1.58785e-05 0.000115118 internal_weight=0 49.9092 18.5087 internal_count=2252 1840 412 is_linear=0 shrinkage=0.000439788 Tree=9276 num_leaves=4 num_cat=0 split_feature=42 2 156 split_gain=2.05333 1.60043 1.2765 threshold=0.092395000000000019 0.10831500000000001 0.083840000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.9811473651145354e-05 -0.00041143572430759267 2.1805414125515007e-05 -0.00017683735148769103 leaf_weight=48.070267047819925 4.5872010501570903 2.5660293693945277 7.3427889414779193 leaf_count=1484 316 144 287 internal_value=0 -0.000256378 -6.2984e-06 internal_weight=0 7.15323 55.4131 internal_count=2231 460 1771 is_linear=0 shrinkage=0.000439788 Tree=9277 num_leaves=3 num_cat=0 split_feature=15 156 split_gain=1.39658 1.37548 threshold=-0.4680149999999999 0.088775000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017658783555835549 -0.0014320535167162821 -0.014535372506441834 leaf_weight=1.7835109880506923 55.883328159603707 4.3248737595688445 leaf_count=89 1916 226 internal_value=0 -0.0023776 internal_weight=0 60.2082 internal_count=2231 2142 is_linear=0 shrinkage=0.0224292 Tree=9278 num_leaves=4 num_cat=0 split_feature=42 2 156 split_gain=2.0643 1.57411 1.27163 threshold=0.092395000000000019 0.10831500000000001 0.083840000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0772401126306877e-05 -0.0004112993667179151 1.937274435953901e-05 -0.00017584729451991288 leaf_weight=47.997384497910389 4.5524701838803585 2.5584234964117059 7.3146101270474437 leaf_count=1484 316 144 287 internal_value=0 -0.000256711 -5.28082e-06 internal_weight=0 7.11089 55.312 internal_count=2231 460 1771 is_linear=0 shrinkage=0.000439788 Tree=9279 num_leaves=4 num_cat=0 split_feature=42 2 156 split_gain=2.03552 1.60828 1.2528 threshold=0.092395000000000019 0.10831500000000001 0.083840000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0977021364387536e-05 -0.00041035390607155765 2.4414593910290139e-05 -0.00017369690565493696 leaf_weight=48.064322183962076 4.5635859171252369 2.5644857162114931 7.3551966231088945 leaf_count=1484 316 144 287 internal_value=0 -0.000254289 -4.91073e-06 internal_weight=0 7.12807 55.4195 internal_count=2231 460 1771 is_linear=0 shrinkage=0.000439788 Tree=9280 num_leaves=3 num_cat=0 split_feature=401 151 split_gain=1.31871 1.22108 threshold=0.085900000000000018 -0.27336999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032390679729443501 -0.00032385161244629659 2.9268103124612828e-05 leaf_weight=1.933329906857806 2.2313242369564241 62.71380111375629 leaf_count=53 194 2028 internal_value=0 1.86136e-05 internal_weight=0 64.6471 internal_count=2275 2081 is_linear=0 shrinkage=0.000439788 Tree=9281 num_leaves=3 num_cat=0 split_feature=401 42 split_gain=1.294 1.12178 threshold=0.085900000000000018 0.10182000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6842833802546603e-05 -0.00031933334033766927 -0.00019666725315262493 leaf_weight=60.559509534461085 2.2093189290444561 4.2399268722729166 leaf_count=1840 194 241 internal_value=0 2.15105e-05 internal_weight=0 64.7994 internal_count=2275 2081 is_linear=0 shrinkage=0.000439788 Tree=9282 num_leaves=3 num_cat=0 split_feature=401 151 split_gain=1.29812 1.22957 threshold=0.085900000000000018 -0.27336999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016628177618370554 -0.016544774002824673 0.0014788974071048566 leaf_weight=1.9265733595309473 2.1931799566791588 62.203179690039633 leaf_count=53 194 2028 internal_value=0 0.000930141 internal_weight=0 64.1298 internal_count=2275 2081 is_linear=0 shrinkage=0.0224292 Tree=9283 num_leaves=3 num_cat=0 split_feature=401 151 split_gain=1.25213 1.18182 threshold=0.085900000000000018 -0.27336999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016357756287649405 -0.016331311939722992 0.0014459740553184912 leaf_weight=1.9149455113258671 2.1724974476601338 62.193099894474472 leaf_count=53 194 2028 internal_value=0 0.000909454 internal_weight=0 64.108 internal_count=2275 2081 is_linear=0 shrinkage=0.0224292 Tree=9284 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=1.52367 2.64942 threshold=0.086470000000000005 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038185304579757415 0.00025458163016103537 5.8686043663681069e-06 leaf_weight=3.6083559621838495 4.243651494049117 56.536499655084526 leaf_count=254 79 1941 internal_value=0 -1.75063e-05 internal_weight=0 60.1449 internal_count=2274 2195 is_linear=0 shrinkage=0.000439788 Tree=9285 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=1.50108 2.62463 threshold=0.086470000000000005 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038104398104471478 0.00025286598384884567 5.6501615225150686e-06 leaf_weight=3.5927728315382401 4.2308538709912673 56.492709568657119 leaf_count=254 79 1941 internal_value=0 -1.75856e-05 internal_weight=0 60.0855 internal_count=2274 2195 is_linear=0 shrinkage=0.000439788 Tree=9286 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=1.51213 2.60799 threshold=0.086470000000000005 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019424973237718433 0.012991376092111031 0.00029448376349627711 leaf_weight=3.5708091829874311 4.2072588545124736 56.08907850484502 leaf_count=254 79 1941 internal_value=0 -0.000891616 internal_weight=0 59.6599 internal_count=2274 2195 is_linear=0 shrinkage=0.0224292 Tree=9287 num_leaves=4 num_cat=0 split_feature=51 13 16 split_gain=1.40098 2.46805 1.40544 threshold=0.10055500000000002 -0.5149999999999999 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029816498983251526 0.018188665157949906 -0.00033997919144075774 -0.0031642856026029287 leaf_weight=1.447426414461005 3.9639737157899617 55.868716772622065 2.5311440623536319 leaf_count=35 106 2038 95 internal_value=0 -0.00109404 0.00988254 internal_weight=0 57.3161 6.49512 internal_count=2274 2073 201 is_linear=0 shrinkage=0.0224292 Tree=9288 num_leaves=4 num_cat=0 split_feature=1 15 11 split_gain=2.99799 2.82643 1.83971 threshold=1.0000000180025095e-35 0.083995000000000014 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002619841727405347 8.8760935953188688e-05 0.00010020626605001846 -0.00026627964036538427 leaf_weight=12.38929268580978 45.706735538960857 6.2619345749617414 2.9902077835406535 leaf_count=681 1008 505 86 internal_value=0 -0.000140405 6.68641e-05 internal_weight=0 18.6512 48.6969 internal_count=2280 1186 1094 is_linear=0 shrinkage=0.000439788 Tree=9289 num_leaves=4 num_cat=0 split_feature=1 0 11 split_gain=2.89183 3.78568 1.83811 threshold=1.0000000180025095e-35 -0.087574999999999986 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048136211027625248 8.7403844651754941e-05 -2.3553959755774298e-05 -0.00026743418479705379 leaf_weight=4.6445530072178398 45.664862109635578 13.932579756940411 2.991224177111234 leaf_count=362 1008 824 86 internal_value=0 -0.000138389 6.54932e-05 internal_weight=0 18.5771 48.6561 internal_count=2280 1186 1094 is_linear=0 shrinkage=0.000439788 Tree=9290 num_leaves=3 num_cat=0 split_feature=11 10 split_gain=1.6734 2.13256 threshold=0.087830000000000005 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044667451483449474 -0.0003018626950604967 9.1402590830774886e-06 leaf_weight=2.2131898818770415 3.1734727435564301 61.9416149581848 leaf_count=69 88 2123 internal_value=0 2.43626e-05 internal_weight=0 64.1548 internal_count=2280 2192 is_linear=0 shrinkage=0.000439788 Tree=9291 num_leaves=3 num_cat=0 split_feature=11 10 split_gain=1.69744 2.13476 threshold=0.087830000000000005 -0.012544999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022913183508072778 -0.015556013816145658 0.00045375461215530107 leaf_weight=2.1863702077243934 3.1622093256496546 61.453693359810586 leaf_count=69 88 2123 internal_value=0 0.00123199 internal_weight=0 63.6401 internal_count=2280 2192 is_linear=0 shrinkage=0.0224292 Tree=9292 num_leaves=4 num_cat=0 split_feature=16 16 483 split_gain=2.2264 1.90726 1.37513 threshold=-0.26194999999999996 -0.50805999999999985 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066446129727585615 0.0047743696520646866 -0.018230823562171518 -0.01295448503629704 leaf_weight=6.6483398930795374 52.152342102359853 4.4901433756476745 2.2798717775222022 leaf_count=144 1766 166 190 internal_value=0 -0.00697076 0.00402752 internal_weight=0 11.1385 54.4322 internal_count=2266 310 1956 is_linear=0 shrinkage=0.0224292 Tree=9293 num_leaves=4 num_cat=0 split_feature=15 0 3 split_gain=1.42678 3.01799 1.73087 threshold=-0.11406499999999999 -0.082064999999999985 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013369409599899722 0.0015116230088356262 0.013247202909060944 0.011314385355780228 leaf_weight=7.2703669458303466 43.834805603122277 3.0181014446297905 11.406258994655216 leaf_count=243 1787 110 126 internal_value=0 -0.0055514 0.00353892 internal_weight=0 10.2885 55.2411 internal_count=2266 353 1913 is_linear=0 shrinkage=0.0224292 Tree=9294 num_leaves=4 num_cat=0 split_feature=16 16 4 split_gain=2.02727 1.80366 1.37469 threshold=-0.26194999999999996 -0.50805999999999985 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5943973645200708e-05 2.8032391814656531e-05 -0.00034244160712161044 0.00017752873387472307 leaf_weight=6.6969201938591141 37.507141345230366 4.5482763436993974 17.410474890713886 leaf_count=144 1630 166 326 internal_value=0 -0.000129345 7.54723e-05 internal_weight=0 11.2452 54.9176 internal_count=2266 310 1956 is_linear=0 shrinkage=0.000439788 Tree=9295 num_leaves=4 num_cat=0 split_feature=16 16 150 split_gain=2.07803 1.83034 1.32494 threshold=-0.26194999999999996 -0.50805999999999985 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007094874985057643 0.02299656905983222 -0.017825384586692174 0.0032302445919357215 leaf_weight=6.6460566162822943 1.7448224157560606 4.4710948067331611 52.601044661917513 leaf_count=144 11 166 1945 internal_value=0 -0.00676264 0.00387271 internal_weight=0 11.1172 54.3459 internal_count=2266 310 1956 is_linear=0 shrinkage=0.0224292 Tree=9296 num_leaves=4 num_cat=0 split_feature=43 150 133 split_gain=1.52448 1.99752 1.74449 threshold=-0.063379999999999978 0.096430000000000002 -0.17006999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011704252752798775 0.00021370591292667275 -0.00033196096809371084 -8.6268098880803388e-05 leaf_weight=22.774167954508361 4.1307974672663468 2.0738949081933233 38.932270824527222 leaf_count=884 179 100 1092 internal_value=0 7.93412e-05 -5.74113e-05 internal_weight=0 24.8481 43.0631 internal_count=2255 984 1271 is_linear=0 shrinkage=0.000439788 Tree=9297 num_leaves=4 num_cat=0 split_feature=43 150 403 split_gain=1.52508 1.9793 1.6552 threshold=-0.063379999999999978 0.096430000000000002 0.092660000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011372478673634153 -8.8425191543294404e-05 -0.00033334966601528392 0.00021106723216255497 leaf_weight=22.675483746539616 38.960617419802702 2.0734167522459748 3.9107904986503845 leaf_count=884 1129 100 142 internal_value=0 7.60416e-05 -6.10233e-05 internal_weight=0 24.7489 42.8714 internal_count=2255 984 1271 is_linear=0 shrinkage=0.000439788 Tree=9298 num_leaves=4 num_cat=0 split_feature=43 150 403 split_gain=1.56872 1.98686 1.65948 threshold=-0.063379999999999978 0.096430000000000002 0.092660000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005885737694938312 -0.0045528291060418884 -0.017017233448185308 0.010766867346146588 leaf_weight=22.577314611607338 38.76729178581104 2.0625817583040762 3.8981747460402394 leaf_count=884 1129 100 142 internal_value=0 0.00395686 -0.00314894 internal_weight=0 24.6399 42.6655 internal_count=2255 984 1271 is_linear=0 shrinkage=0.0224292 Tree=9299 num_leaves=4 num_cat=0 split_feature=43 150 133 split_gain=1.50692 1.90763 1.69595 threshold=-0.063379999999999978 0.096430000000000002 -0.17006999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011413041135656146 0.00020844266695790105 -0.00032507251103458274 -8.6966587801030594e-05 leaf_weight=22.799236158485432 4.1414492161090939 2.0693308977006373 38.992665466241306 leaf_count=884 179 100 1092 internal_value=0 7.73627e-05 -5.85237e-05 internal_weight=0 24.8686 43.1341 internal_count=2255 984 1271 is_linear=0 shrinkage=0.000439788 Tree=9300 num_leaves=3 num_cat=0 split_feature=13 1447 split_gain=2.02166 1.42788 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017053901986991492 -0.019727858286013512 -0.00019766347735939902 leaf_weight=3.3429286673926972 1.9228851526208917 62.277502173638823 leaf_count=62 212 2001 internal_value=0 -0.000788309 internal_weight=0 64.2004 internal_count=2275 2213 is_linear=0 shrinkage=0.0224292 Tree=9301 num_leaves=3 num_cat=0 split_feature=13 9 split_gain=1.95582 1.18163 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016880117955259798 0.016266679856967638 -0.0013142108729837195 leaf_weight=3.3022518405196015 1.965499462063234 62.212674174175845 leaf_count=62 67 2146 internal_value=0 -0.000771107 internal_weight=0 64.1782 internal_count=2275 2213 is_linear=0 shrinkage=0.0224292 Tree=9302 num_leaves=3 num_cat=0 split_feature=13 1447 split_gain=1.95106 1.39586 threshold=-0.47365999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003305264286969147 -0.00038310097958205587 -3.5724408875819511e-06 leaf_weight=3.3057377865698063 1.9131095085085679 62.571993217506815 leaf_count=62 212 2001 internal_value=0 -1.49421e-05 internal_weight=0 64.4851 internal_count=2275 2213 is_linear=0 shrinkage=0.000439788 Tree=9303 num_leaves=3 num_cat=0 split_feature=13 131 split_gain=1.94277 1.16824 threshold=-0.47365999999999991 0.10033500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033036362029241142 -2.7826417894295537e-05 0.00024409201326120494 leaf_weight=3.3072464505767121 61.342288106553497 3.1970511461331617 leaf_count=62 2060 153 internal_value=0 -1.42883e-05 internal_weight=0 64.5393 internal_count=2275 2213 is_linear=0 shrinkage=0.000439788 Tree=9304 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=2.2733 1.97599 1.78478 threshold=0.099515000000000006 0.09550500000000002 -0.53180499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050577601823706148 -0.010735143185258315 0.013197950430159556 0.0069928586913965297 leaf_weight=39.69778762890428 3.2554424582685924 3.20675652247155 22.464018750608375 leaf_count=1606 55 103 535 internal_value=0 -0.00368803 0.00474264 internal_weight=0 42.9045 25.7195 internal_count=2299 1709 590 is_linear=0 shrinkage=0.0224292 Tree=9305 num_leaves=3 num_cat=0 split_feature=49 453 split_gain=1.9835 1.64181 threshold=-0.088014999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00020715160220432534 3.4691416595762705e-05 -0.00031358994392341444 leaf_weight=8.5439103267672163 57.916562432314777 2.7227363707643226 leaf_count=134 2106 59 internal_value=0 1.89596e-05 internal_weight=0 60.6393 internal_count=2299 2165 is_linear=0 shrinkage=0.000439788 Tree=9306 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=2.26975 1.89805 1.72448 threshold=0.099515000000000006 0.09550500000000002 -0.53180499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6073186465378497e-05 -0.00020159932121069368 0.0002541063983988755 0.000137223333605958 leaf_weight=40.14332560741741 3.3123807896954558 3.2166557135788016 22.786298035334767 leaf_count=1606 55 103 535 internal_value=0 -6.99947e-05 9.41048e-05 internal_weight=0 43.36 26.0987 internal_count=2299 1709 590 is_linear=0 shrinkage=0.000439788 Tree=9307 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=2.06088 1.86781 1.6271 threshold=0.099515000000000006 -0.23081999999999997 -0.53180499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033337907371722359 -0.00019509631763487241 -8.4859917130956854e-05 0.00013486292659665048 leaf_weight=2.1560176192797362 3.2954374790333558 41.043657560909196 22.671226741946157 leaf_count=31 55 1678 535 internal_value=0 -6.38483e-05 9.28751e-05 internal_weight=0 43.1997 25.9667 internal_count=2299 1709 590 is_linear=0 shrinkage=0.000439788 Tree=9308 num_leaves=3 num_cat=0 split_feature=4 34 split_gain=1.75314 1.8501 threshold=-0.49071999999999993 -0.038779999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017418607183791634 -0.017820550843261462 0.0020070757659379867 leaf_weight=2.6095225061580996 2.440838279992021 63.013500319093964 leaf_count=123 73 2056 internal_value=0 0.00126271 internal_weight=0 65.4543 internal_count=2252 2129 is_linear=0 shrinkage=0.0224292 Tree=9309 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=1.34583 2.26184 threshold=0.15015500000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0321389949191935e-05 0.00023149593001611218 -0.00041857388653669837 leaf_weight=61.63194577470108 4.9437356500657179 2.4545207303031011 leaf_count=2070 130 52 internal_value=0 -6.22512e-06 internal_weight=0 64.0865 internal_count=2252 2122 is_linear=0 shrinkage=0.000439788 Tree=9310 num_leaves=3 num_cat=0 split_feature=4 34 split_gain=1.68184 1.74602 threshold=-0.49071999999999993 -0.038779999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033355076582284649 -0.00033887725845895391 3.8960014668068931e-05 leaf_weight=2.61442329242709 2.4382319162432387 63.365384746159634 leaf_count=123 73 2056 internal_value=0 2.48657e-05 internal_weight=0 65.8036 internal_count=2252 2129 is_linear=0 shrinkage=0.000439788 Tree=9311 num_leaves=3 num_cat=0 split_feature=4 34 split_gain=1.681 1.77127 threshold=-0.49071999999999993 -0.038779999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017089233690164313 -0.017458134180193024 0.0019624331252691262 leaf_weight=2.600195664970669 2.4355710070758496 63.024413876055405 leaf_count=123 73 2056 internal_value=0 0.00123497 internal_weight=0 65.46 internal_count=2252 2129 is_linear=0 shrinkage=0.0224292 Tree=9312 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=1.42652 1.31203 threshold=-0.08070999999999999 -0.083134999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014843387189145917 0.0055731204483846228 -0.0010076261800750876 leaf_weight=2.7234722768189377 25.748924124565065 37.297179097877233 leaf_count=41 784 1429 internal_value=0 0.00168092 internal_weight=0 63.0461 internal_count=2254 2213 is_linear=0 shrinkage=0.0224292 Tree=9313 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=1.33104 1.27924 threshold=-0.42211999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032962136848579325 -0.00013371423637113867 5.4510885937134592e-05 leaf_weight=2.0196936526335767 7.9479853873610855 56.593866825493478 leaf_count=19 619 1616 internal_value=0 3.12993e-05 internal_weight=0 64.5419 internal_count=2254 2235 is_linear=0 shrinkage=0.000439788 Tree=9314 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=1.36058 1.25514 threshold=-0.08070999999999999 -0.083134999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014481827342105439 0.0054531319866978961 -0.0009843644063085924 leaf_weight=2.7277053092257111 25.730889824152882 37.306109159204425 leaf_count=41 784 1429 internal_value=0 0.00164419 internal_weight=0 63.037 internal_count=2254 2213 is_linear=0 shrinkage=0.0224292 Tree=9315 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=1.29918 1.23738 threshold=-0.08070999999999999 0.12187000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014139969921223685 0.0021926606279939849 -0.01526442033008743 leaf_weight=2.7314119316870338 60.919535192121657 2.0945392063113095 leaf_count=41 2166 47 internal_value=0 0.00160795 internal_weight=0 63.0141 internal_count=2254 2213 is_linear=0 shrinkage=0.0224292 Tree=9316 num_leaves=4 num_cat=0 split_feature=132 43 13 split_gain=1.51586 1.62278 0.313982 threshold=0.085885000000000003 -0.074459999999999985 -0.076974999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039499623344555852 -0.024547160024480253 -0.0036972713111588867 -0.0099712181321660789 leaf_weight=20.911694010467045 1.5101074363919909 41.899523039971427 1.5328026243805641 leaf_count=777 72 1302 128 internal_value=0 -0.00115086 -0.0173128 internal_weight=0 62.8112 3.04291 internal_count=2279 2079 200 is_linear=0 shrinkage=0.0224292 Tree=9317 num_leaves=4 num_cat=0 split_feature=4 151 151 split_gain=1.50162 2.73979 1.54592 threshold=0.27772500000000006 -0.086944999999999981 -0.063609999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022093503521085345 -0.00011621524968864088 -9.2960346898276276e-05 0.00029142583141098454 leaf_weight=5.9720922347314618 2.8006421316895285 52.612023945067676 4.9716753940811023 leaf_count=159 59 1875 186 internal_value=0 -6.09001e-05 0.000144613 internal_weight=0 58.5841 7.77232 internal_count=2279 2034 245 is_linear=0 shrinkage=0.000439788 Tree=9318 num_leaves=4 num_cat=0 split_feature=132 43 12 split_gain=1.45778 1.55138 0.261076 threshold=0.085885000000000003 -0.074459999999999985 0.087915000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7605098578925635e-05 -0.00019271352437456087 -6.8165438390580397e-05 -0.00045363926273251173 leaf_weight=21.157673039819883 1.4727132554307893 42.366361932743985 1.5808826152497202 leaf_count=777 86 1302 114 internal_value=0 -1.96055e-05 -0.000329777 internal_weight=0 63.524 3.0536 internal_count=2279 2079 200 is_linear=0 shrinkage=0.000439788 Tree=9319 num_leaves=4 num_cat=0 split_feature=4 151 151 split_gain=1.50152 2.7093 1.53054 threshold=0.27772500000000006 -0.086944999999999981 -0.063609999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022086704995969298 -0.00011575114522838724 -9.1616183069602377e-05 0.00029096662924046744 leaf_weight=5.9580676294076502 2.7704420876198128 52.57520033891501 4.992174514789439 leaf_count=159 59 1875 186 internal_value=0 -5.9747e-05 0.000145883 internal_weight=0 58.5333 7.76262 internal_count=2279 2034 245 is_linear=0 shrinkage=0.000439788 Tree=9320 num_leaves=4 num_cat=0 split_feature=52 403 48 split_gain=2.48359 2.88718 2.20302 threshold=-0.0058499999999999993 -1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019496193277750523 -0.0003857744159017717 9.2844595815477543e-05 8.6971565293506454e-05 leaf_weight=17.887791323719288 2.5795889436117241 39.421465887017575 7.6378768798813317 leaf_count=756 459 894 135 internal_value=0 6.32872e-05 -0.000110599 internal_weight=0 42.0011 25.5257 internal_count=2244 1353 891 is_linear=0 shrinkage=0.000439788 Tree=9321 num_leaves=4 num_cat=0 split_feature=52 403 48 split_gain=2.34844 2.88959 2.23456 threshold=-0.0058499999999999993 -1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019543554405476409 -0.00038719918577182221 8.8184793020980786e-05 8.8474959505077978e-05 leaf_weight=17.915131305385334 2.6196890781930042 39.432763900911823 7.6353966575329641 leaf_count=756 459 894 135 internal_value=0 5.84081e-05 -0.00011059 internal_weight=0 42.0525 25.5505 internal_count=2244 1353 891 is_linear=0 shrinkage=0.000439788 Tree=9322 num_leaves=4 num_cat=0 split_feature=52 403 48 split_gain=2.47756 2.84567 2.17175 threshold=-0.0058499999999999993 -1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010080907351321217 -0.019753181263576024 0.0046226481988147104 0.0042697581817451044 leaf_weight=17.678065202366273 2.5487580365811473 39.087479495817888 7.5634805213981045 leaf_count=756 459 894 135 internal_value=0 0.00312211 -0.00578084 internal_weight=0 41.6362 25.2415 internal_count=2244 1353 891 is_linear=0 shrinkage=0.0224292 Tree=9323 num_leaves=4 num_cat=0 split_feature=52 403 48 split_gain=2.37101 2.75069 2.07867 threshold=-0.0058499999999999993 -1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098693549089904197 -0.019619319212635163 0.0045222094961393294 0.0041792499618432998 leaf_weight=17.652696598989682 2.5091702534928109 39.060181675359445 7.5544792202317685 leaf_count=756 459 894 135 internal_value=0 0.00305666 -0.00565907 internal_weight=0 41.5694 25.2072 internal_count=2244 1353 891 is_linear=0 shrinkage=0.0224292 Tree=9324 num_leaves=4 num_cat=0 split_feature=16 48 0 split_gain=1.74076 4.25066 3.19827 threshold=-0.082979999999999984 0.085865000000000011 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081399328845108906 0.015629141940709763 -0.010387188208869658 -0.0068972168493503421 leaf_weight=20.413759815504822 3.4786615688935845 8.943800308542448 33.995378467510136 leaf_count=653 27 160 1431 internal_value=0 0.00249255 -0.00479923 internal_weight=0 29.3576 37.474 internal_count=2271 813 1458 is_linear=0 shrinkage=0.0224292 Tree=9325 num_leaves=4 num_cat=0 split_feature=3 52 52 split_gain=1.81682 2.41046 1.71494 threshold=-0.10432499999999999 0.077655000000000016 0.083750000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021639750361243117 -0.00011427123738566887 -0.00019946533622406751 6.4714145283892993e-05 leaf_weight=10.54374255093853 39.082539752536832 3.6028941407421362 14.068740020373296 leaf_count=223 1309 77 662 internal_value=0 0.000110359 -6.68889e-05 internal_weight=0 14.1466 53.1513 internal_count=2271 300 1971 is_linear=0 shrinkage=0.000439788 Tree=9326 num_leaves=4 num_cat=0 split_feature=3 52 52 split_gain=1.70594 2.47651 1.68909 threshold=-0.10432499999999999 0.077655000000000016 0.083750000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010906557629616141 -0.0058134097081125914 -0.010684172773215718 0.0032806611876486412 leaf_weight=10.436166677262007 38.808028291052324 3.5734230276066219 13.957712817749551 leaf_count=223 1309 77 662 internal_value=0 0.00539237 -0.00340751 internal_weight=0 14.0096 52.7657 internal_count=2271 300 1971 is_linear=0 shrinkage=0.0224292 Tree=9327 num_leaves=4 num_cat=0 split_feature=16 48 124 split_gain=1.70604 3.96779 2.83713 threshold=-0.082979999999999984 0.085865000000000011 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015738320027738255 0.00027836901597064038 -0.00019198529815593116 -0.00012973344909486233 leaf_weight=20.558970128305194 3.6290731401695657 9.0353177817942179 34.0958683833328 leaf_count=653 100 160 1358 internal_value=0 5.06638e-05 -9.03538e-05 internal_weight=0 29.5943 37.7249 internal_count=2271 813 1458 is_linear=0 shrinkage=0.000439788 Tree=9328 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=1.96185 3.58678 1.38499 threshold=0.066010000000000013 -0.45791499999999996 0.017150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5978653526193536e-05 0.00042499402892384801 -0.00021630904308882624 0.00026945702084119413 leaf_weight=50.415611313648469 1.9459716335550172 11.930094511520108 5.4269587820017469 leaf_count=1705 16 419 128 internal_value=0 -0.000125913 5.87532e-05 internal_weight=0 13.8761 55.8426 internal_count=2268 435 1833 is_linear=0 shrinkage=0.000439788 Tree=9329 num_leaves=4 num_cat=0 split_feature=52 2 13 split_gain=1.78009 1.91305 1.12679 threshold=-0.24600999999999998 0.10669500000000001 -0.53696499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051422293654909679 -0.00032661034263000392 3.5440794428044168e-05 5.0073004356134804e-05 leaf_weight=2.3826037660446664 1.5552661001711374 2.4942153354841139 63.32427450716682 leaf_count=165 23 104 1976 internal_value=0 -0.000234059 4.09499e-05 internal_weight=0 4.87682 64.8795 internal_count=2268 269 1999 is_linear=0 shrinkage=0.000439788 Tree=9330 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=1.75117 1.95501 1.12725 threshold=-0.24600999999999998 0.10669500000000001 -0.049384999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051233195801444814 0.0001365256707084492 3.9157645079434583e-05 5.3120988860274387e-06 leaf_weight=2.4157919049694092 17.187646182755998 2.5352601831182255 47.966377264887342 leaf_count=165 419 104 1580 internal_value=0 -0.000230868 3.99561e-05 internal_weight=0 4.95105 65.154 internal_count=2268 269 1999 is_linear=0 shrinkage=0.000439788 Tree=9331 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=1.88802 3.68188 1.44037 threshold=0.066010000000000013 -0.45791499999999996 0.017150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5569523974215651e-05 0.00042975595778686965 -0.00021378168952890209 0.00027216650362845731 leaf_weight=50.598135852048472 1.9889005073637225 11.983633700288918 5.5017327079440284 leaf_count=1705 16 419 128 internal_value=0 -0.000121717 5.88574e-05 internal_weight=0 13.9725 56.0999 internal_count=2268 435 1833 is_linear=0 shrinkage=0.000439788 Tree=9332 num_leaves=3 num_cat=0 split_feature=128 52 split_gain=2.3676 1.61675 threshold=1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.144221665365178e-05 -0.00044565994047834158 -0.0002714261896620485 leaf_weight=60.622214380689002 2.117425313224202 3.3532234489061912 leaf_count=1856 173 242 internal_value=0 2.49674e-05 internal_weight=0 63.9754 internal_count=2271 2098 is_linear=0 shrinkage=0.000439788 Tree=9333 num_leaves=3 num_cat=0 split_feature=128 52 split_gain=2.33837 1.59615 threshold=1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021400806257583053 -0.022804197506080811 -0.01388857645130503 leaf_weight=59.876042884378876 2.0719087827924332 3.2785245768823179 leaf_count=1856 173 242 internal_value=0 0.00130404 internal_weight=0 63.1546 internal_count=2271 2098 is_linear=0 shrinkage=0.0224292 Tree=9334 num_leaves=4 num_cat=0 split_feature=42 3 52 split_gain=1.6272 2.39433 1.75479 threshold=-1.0000000180025095e-35 -0.059315 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041115857185463614 5.9244133505631122e-05 4.1446691223829953e-05 -0.00027064680503548525 leaf_weight=4.0530292582463971 53.292364011269456 5.0747967800925817 3.293679918338511 leaf_count=527 1424 105 215 internal_value=0 -0.000159962 3.99575e-05 internal_weight=0 9.12783 56.586 internal_count=2271 632 1639 is_linear=0 shrinkage=0.000439788 Tree=9335 num_leaves=3 num_cat=0 split_feature=128 52 split_gain=2.29592 1.54728 threshold=1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4497479241012323e-05 -0.00044078535755307158 -0.00026391789749686639 leaf_weight=60.563591276781153 2.0631234649972603 3.2996228661636442 leaf_count=1856 173 242 internal_value=0 2.84885e-05 internal_weight=0 63.8632 internal_count=2271 2098 is_linear=0 shrinkage=0.000439788 Tree=9336 num_leaves=4 num_cat=0 split_feature=13 148 15 split_gain=2.0494 2.75527 2.23723 threshold=-0.010339999999999998 -0.043434999999999994 0.038385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0058910896461481e-06 0.00031157571178631931 -0.00011718550907366946 0.00023340119087709844 leaf_weight=21.553226730115512 3.1727764501301854 31.629853412280681 11.307200550849755 leaf_count=845 65 819 544 internal_value=0 -7.79482e-05 7.5149e-05 internal_weight=0 34.8026 32.8604 internal_count=2273 884 1389 is_linear=0 shrinkage=0.000439788 Tree=9337 num_leaves=4 num_cat=0 split_feature=13 148 15 split_gain=2.11069 2.88487 2.30674 threshold=-0.010339999999999998 -0.043434999999999994 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3784032037612288e-06 0.0003151148384201557 -0.00012150820742631529 0.00025146165258325601 leaf_weight=22.920373794768238 3.2072015519315746 31.592030456231896 9.9020045212478163 leaf_count=871 65 819 518 internal_value=0 -8.1117e-05 7.43029e-05 internal_weight=0 34.7992 32.8224 internal_count=2273 884 1389 is_linear=0 shrinkage=0.000439788 Tree=9338 num_leaves=4 num_cat=0 split_feature=13 148 15 split_gain=2.22319 2.76231 2.33129 threshold=-0.010339999999999998 -0.043434999999999994 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4049456814448917e-05 0.015796449164760522 -0.0062702784056867054 0.013050780473412201 leaf_weight=22.660435938755654 3.1219255100713772 31.276544602652848 9.7985786838814857 leaf_count=871 65 819 518 internal_value=0 -0.0042599 0.00392129 internal_weight=0 34.3985 32.459 internal_count=2273 884 1389 is_linear=0 shrinkage=0.0224292 Tree=9339 num_leaves=4 num_cat=0 split_feature=13 48 13 split_gain=2.10308 2.64533 1.42968 threshold=-0.010339999999999998 -0.023659999999999997 -0.014234999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0087734399443707e-05 0.00025467804846045125 -0.00012229583733417497 0.00038677821714008814 leaf_weight=30.162263038070023 4.0623464390482686 30.583913829976154 2.6358774270702261 leaf_count=1295 73 811 94 internal_value=0 -7.79789e-05 7.73557e-05 internal_weight=0 34.6463 32.7981 internal_count=2273 884 1389 is_linear=0 shrinkage=0.000439788 Tree=9340 num_leaves=4 num_cat=0 split_feature=151 4 3 split_gain=1.97841 2.3281 1.07816 threshold=-0.086944999999999981 -0.39125499999999996 -0.036779999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0189426631600481e-05 -0.00032006250782413585 1.3699134903063982e-05 0.00035454644671845722 leaf_weight=3.8027493459412653 4.3549707125348496 53.25902492252726 4.7373515070357808 leaf_count=121 139 1956 70 internal_value=0 -1.16272e-05 0.000214971 internal_weight=0 57.614 8.5401 internal_count=2286 2095 191 is_linear=0 shrinkage=0.000439788 Tree=9341 num_leaves=4 num_cat=0 split_feature=151 4 12 split_gain=2.07429 2.30939 1.35754 threshold=-0.086944999999999981 -0.39125499999999996 0.081560000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036373047525776358 -0.00031943249183546144 1.3628842780358097e-05 6.0956493050631134e-06 leaf_weight=5.1091832915117248 4.336910236728726 53.227825418767907 3.4242953653522363 leaf_count=77 139 1956 114 internal_value=0 -1.15615e-05 0.000220554 internal_weight=0 57.5647 8.53348 internal_count=2286 2095 191 is_linear=0 shrinkage=0.000439788 Tree=9342 num_leaves=4 num_cat=0 split_feature=151 4 12 split_gain=2.05382 2.32423 1.38278 threshold=-0.086944999999999981 -0.39125499999999996 0.081560000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036470069602776947 -0.00032005371521964305 1.4183940158264123e-05 4.4941185356264129e-06 leaf_weight=5.1013685783473175 4.3332913584599728 53.314314993009475 3.4510001822175127 leaf_count=77 139 1956 114 internal_value=0 -1.10379e-05 0.000219686 internal_weight=0 57.6476 8.55237 internal_count=2286 2095 191 is_linear=0 shrinkage=0.000439788 Tree=9343 num_leaves=4 num_cat=0 split_feature=151 4 12 split_gain=2.12426 2.30188 1.38756 threshold=-0.086944999999999981 -0.39125499999999996 0.081560000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036610389776202282 -0.00032108001923325253 1.173254487412276e-05 4.8156196025756299e-06 leaf_weight=5.1132452689125767 4.3290439526317632 53.165735104722216 3.4310569005499474 leaf_count=77 139 1956 114 internal_value=0 -1.34247e-05 0.000221359 internal_weight=0 57.4948 8.5443 internal_count=2286 2095 191 is_linear=0 shrinkage=0.000439788 Tree=9344 num_leaves=4 num_cat=0 split_feature=43 0 4 split_gain=1.51006 2.12944 1.72306 threshold=-0.082894999999999983 -0.10096999999999999 -0.019794999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027488241586365851 8.0825714194809005e-05 -9.9198757669342679e-05 1.7364711293613844e-05 leaf_weight=9.6592403460626901 27.941004499346036 23.27843162505269 10.459021106238195 leaf_count=273 372 1337 313 internal_value=0 -9.99058e-07 0.000141148 internal_weight=0 51.2194 20.1183 internal_count=2295 1709 586 is_linear=0 shrinkage=0.000439788 Tree=9345 num_leaves=4 num_cat=0 split_feature=43 0 4 split_gain=1.5048 2.02518 1.74869 threshold=-0.082894999999999983 -0.10096999999999999 -0.019794999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027569035129216472 7.8728574240028205e-05 -9.7170680466611626e-05 1.606639052440491e-05 leaf_weight=9.6422852714304117 27.83410503669711 23.189075154488819 10.445070714845768 leaf_count=273 372 1337 313 internal_value=0 -1.22076e-06 0.000140834 internal_weight=0 51.0232 20.0874 internal_count=2295 1709 586 is_linear=0 shrinkage=0.000439788 Tree=9346 num_leaves=4 num_cat=0 split_feature=43 4 15 split_gain=1.5681 1.74603 1.50423 threshold=-0.082894999999999983 -0.019794999999999997 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002757916697631094 1.7837371237488811e-05 1.5199958111584841e-05 -0.00025521767323712335 leaf_weight=9.5606488466119135 46.205233090089678 10.346257209933581 4.2428075666748546 leaf_count=273 1405 313 304 internal_value=0 0.000140498 -5.2151e-06 internal_weight=0 19.9069 50.448 internal_count=2295 586 1709 is_linear=0 shrinkage=0.000439788 Tree=9347 num_leaves=3 num_cat=0 split_feature=13 156 split_gain=1.49739 1.5301 threshold=-0.5149999999999999 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01886707245098404 0.0031266786927196268 -0.01215201470306951 leaf_weight=1.6962093123020157 64.903174304787399 3.4552794789233294 leaf_count=37 2061 197 internal_value=0 0.00235122 internal_weight=0 68.3585 internal_count=2295 2258 is_linear=0 shrinkage=0.0224292 Tree=9348 num_leaves=4 num_cat=0 split_feature=159 9 15 split_gain=1.91464 1.57023 0.806223 threshold=-0.032739999999999991 0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020921494494217797 0.0036123644033969238 -0.013819804175018319 -0.0014627661795525745 leaf_weight=2.4616515733723645 59.180038977226559 2.7003518607452852 1.8905362830009824 leaf_count=187 1885 64 121 internal_value=0 0.00284763 -0.0125122 internal_weight=0 61.8804 4.35219 internal_count=2257 1949 308 is_linear=0 shrinkage=0.0224292 Tree=9349 num_leaves=4 num_cat=0 split_feature=159 9 15 split_gain=1.97211 1.45514 0.815857 threshold=-0.032739999999999991 0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040777307422188032 7.1988028128998658e-05 -0.00025471206783747043 -2.895948724435547e-05 leaf_weight=2.5282511083150894 60.094653617400809 2.7394270957520339 1.9403855495111191 leaf_count=187 1885 64 121 internal_value=0 5.76716e-05 -0.000244106 internal_weight=0 62.8341 4.46864 internal_count=2257 1949 308 is_linear=0 shrinkage=0.000439788 Tree=9350 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=1.91392 1.97627 0.338917 threshold=0.18829500000000002 0.077655000000000016 0.40945500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070517157939230918 -0.021354726315812578 0.010501368349194224 -0.0079541773834185796 leaf_weight=48.972979041754343 1.5241734728306244 13.121591751852064 2.5733506996439246 leaf_count=1512 97 497 151 internal_value=0 0.00277786 -0.0130148 internal_weight=0 62.0946 4.09752 internal_count=2257 2009 248 is_linear=0 shrinkage=0.0224292 Tree=9351 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=1.88765 1.89166 0.332229 threshold=0.18829500000000002 0.077655000000000016 0.40945500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4421707602421528e-05 -0.00041475701687300508 0.00020182361779388626 -0.00015519842038937159 leaf_weight=49.373674935548479 1.5219401860417736 13.186099306782124 2.6113560061203316 leaf_count=1512 97 497 151 internal_value=0 5.39711e-05 -0.000252239 internal_weight=0 62.5598 4.1333 internal_count=2257 2009 248 is_linear=0 shrinkage=0.000439788 Tree=9352 num_leaves=3 num_cat=0 split_feature=123 156 split_gain=1.55903 1.81772 threshold=0.087590000000000015 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049121651082402169 0.018766157958508129 -0.017609639837838875 leaf_weight=61.817617724322645 2.2065751366189934 2.9038162393849225 leaf_count=2005 117 177 internal_value=0 -0.000325856 internal_weight=0 64.7214 internal_count=2299 2182 is_linear=0 shrinkage=0.0224292 Tree=9353 num_leaves=3 num_cat=0 split_feature=123 156 split_gain=1.51215 1.74429 threshold=0.087590000000000015 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048021434523584693 0.018612890843168202 -0.017283374877719089 leaf_weight=61.816084191304753 2.175357207446722 2.8927606113988977 leaf_count=2005 117 177 internal_value=0 -0.000318757 internal_weight=0 64.7088 internal_count=2299 2182 is_linear=0 shrinkage=0.0224292 Tree=9354 num_leaves=3 num_cat=0 split_feature=9 123 split_gain=1.53577 1.43334 threshold=0.091600000000000015 0.087590000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0009070064622254e-05 0.00031701500372594634 0.00035506301532819105 leaf_weight=62.58343602493278 2.9169224961515274 2.015607039555106 leaf_count=2145 44 110 internal_value=0 -8.20469e-06 internal_weight=0 64.599 internal_count=2299 2255 is_linear=0 shrinkage=0.000439788 Tree=9355 num_leaves=3 num_cat=0 split_feature=9 123 split_gain=1.51332 1.42668 threshold=0.091600000000000015 0.087590000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7205466489536841e-05 0.00031773066092634074 0.00035599624306869627 leaf_weight=62.705506398484886 2.9106652824775656 2.0267297105801836 leaf_count=2145 44 110 internal_value=0 -5.41921e-06 internal_weight=0 64.7322 internal_count=2299 2255 is_linear=0 shrinkage=0.000439788 Tree=9356 num_leaves=4 num_cat=0 split_feature=16 4 47 split_gain=1.00641 1.21862 0.661802 threshold=0.41593000000000008 0.055610000000000007 0.13082500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3390336159197668e-05 7.4577253667845763e-05 -7.7533635301637433e-05 0.00039232588775234468 leaf_weight=48.880465937229474 2.8171879450965198 19.111300014512381 2.3030088674277067 leaf_count=1683 159 447 8 internal_value=0 1.65785e-05 0.000218424 internal_weight=0 67.9918 5.1202 internal_count=2297 2130 167 is_linear=0 shrinkage=0.000439788 Tree=9357 num_leaves=3 num_cat=0 split_feature=1213 16 split_gain=1.28181 1.08684 threshold=-1.0000000180025095e-35 -0.20174999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014095951183824808 -0.0029876729162786994 0.0036078911749811171 leaf_weight=2.5437415558292278 16.423086050110214 53.365337412509462 leaf_count=352 325 1620 internal_value=0 0.00205539 internal_weight=0 69.7884 internal_count=2297 1945 is_linear=0 shrinkage=0.0224292 Tree=9358 num_leaves=3 num_cat=0 split_feature=1213 43 split_gain=1.24507 1.06534 threshold=-1.0000000180025095e-35 -0.50913499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027285153510803173 0.00031587756148114012 2.8806800262581745e-05 leaf_weight=2.5404854631838125 2.5775857031112528 67.639742615328714 leaf_count=352 32 1913 internal_value=0 3.94278e-05 internal_weight=0 70.2173 internal_count=2297 1945 is_linear=0 shrinkage=0.000439788 Tree=9359 num_leaves=3 num_cat=0 split_feature=1213 43 split_gain=1.26187 1.03068 threshold=-1.0000000180025095e-35 -0.50913499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027417340389815039 0.00031235865493889564 2.8913034843549618e-05 leaf_weight=2.5554627666929255 2.5570709437743053 67.603168914163007 leaf_count=352 32 1913 internal_value=0 3.93257e-05 internal_weight=0 70.1602 internal_count=2297 1945 is_linear=0 shrinkage=0.000439788 Tree=9360 num_leaves=4 num_cat=0 split_feature=0 48 49 split_gain=1.81678 2.16897 1.49099 threshold=-0.14924499999999999 0.086095000000000019 0.13984500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013083378207101183 0.00042906227519420165 -0.016462982637951557 0.016745161196257803 leaf_weight=6.7514960483604209 47.615916533011614 7.0512314453160343 2.9757452500925856 leaf_count=137 1995 65 63 internal_value=0 -0.00778048 0.00139471 internal_weight=0 13.8027 50.5917 internal_count=2260 202 2058 is_linear=0 shrinkage=0.0224292 Tree=9361 num_leaves=4 num_cat=0 split_feature=0 48 13 split_gain=1.73699 2.07356 1.48474 threshold=-0.14924499999999999 0.086095000000000019 -0.47365999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012794728924027277 0.016823317074905728 -0.01609906816019226 0.00040900376353867035 leaf_weight=6.7494173759187088 2.9244989896942561 7.0493477653565151 47.644883278349198 leaf_count=137 50 65 2008 internal_value=0 -0.00760864 0.00136426 internal_weight=0 13.7988 50.5694 internal_count=2260 202 2058 is_linear=0 shrinkage=0.0224292 Tree=9362 num_leaves=4 num_cat=0 split_feature=0 48 49 split_gain=1.66069 1.98216 1.44109 threshold=-0.14924499999999999 0.086095000000000019 0.13984500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012512357927620137 0.00038826687630500194 -0.015742109078070894 0.016487916829928121 leaf_weight=6.7473892585185222 47.586708327206907 7.0479482026944424 2.9526030822598832 leaf_count=137 1995 65 63 internal_value=0 -0.00744031 0.00133471 internal_weight=0 13.7953 50.5393 internal_count=2260 202 2058 is_linear=0 shrinkage=0.0224292 Tree=9363 num_leaves=4 num_cat=0 split_feature=0 48 13 split_gain=1.58765 1.89462 1.43974 threshold=-0.14924499999999999 0.086095000000000019 -0.47365999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001223612461486414 0.016614639524408111 -0.0153920468094266 0.00036923141840212586 leaf_weight=6.7454104566531878 2.8932152239976849 7.0470107336843739 47.624572772800548 leaf_count=137 50 65 2008 internal_value=0 -0.00727543 0.00130555 internal_weight=0 13.7924 50.5178 internal_count=2260 202 2058 is_linear=0 shrinkage=0.0224292 Tree=9364 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.74906 2.29102 threshold=0.12084000000000002 -0.020899999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018799494779752029 -0.015595238278302006 0.012404985551609399 leaf_weight=54.164349475832296 4.0430653833900569 6.2862586813371299 leaf_count=1961 95 168 internal_value=0 -0.000391011 internal_weight=0 60.4506 internal_count=2224 2129 is_linear=0 shrinkage=0.0224292 Tree=9365 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.52336 2.37601 threshold=0.12084000000000002 -0.020899999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7725528596286549e-05 -0.00028438953272267106 0.00024520179249809385 leaf_weight=54.993392498929779 4.1030049675955516 6.3908229089684019 leaf_count=1961 95 168 internal_value=0 -8.20236e-06 internal_weight=0 61.3842 internal_count=2224 2129 is_linear=0 shrinkage=0.000439788 Tree=9366 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.66519 2.2013 threshold=0.12084000000000002 -0.020899999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018386845550013703 -0.015208067090117534 0.012194945070799863 leaf_weight=54.178919166780815 4.0489815016444473 6.2548131042985906 leaf_count=1961 95 168 internal_value=0 -0.000382829 internal_weight=0 60.4337 internal_count=2224 2129 is_linear=0 shrinkage=0.0224292 Tree=9367 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.58943 2.11336 threshold=0.12084000000000002 -0.020899999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017975009525628808 -0.0148504639908078 0.011984992998394497 leaf_weight=54.177660095615693 4.0538836067462389 6.2223418008288709 leaf_count=1961 95 168 internal_value=0 -0.000374305 internal_weight=0 60.4 internal_count=2224 2129 is_linear=0 shrinkage=0.0224292 Tree=9368 num_leaves=4 num_cat=0 split_feature=0 14 43 split_gain=2.0877 3.29341 1.6367 threshold=-0.077944999999999987 -0.10708499999999999 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067987032142713996 0.00034797858554488925 -6.8811283700589133e-05 2.1187606554788054e-05 leaf_weight=1.7708774677521422 3.386068703330241 36.54682047337451 22.918033880279836 leaf_count=49 24 1381 795 internal_value=0 -9.73763e-05 6.34766e-05 internal_weight=0 38.3177 26.3041 internal_count=2249 1430 819 is_linear=0 shrinkage=0.000439788 Tree=9369 num_leaves=4 num_cat=0 split_feature=0 15 43 split_gain=2.10868 3.28481 1.63781 threshold=-0.077944999999999987 -0.0064449999999999985 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019982622250608334 0.00035016182056050728 6.1967385986094376e-05 2.4713560287199481e-05 leaf_weight=22.964278127539274 3.4164605672849602 15.524208671496579 23.131730435180543 leaf_count=797 24 633 795 internal_value=0 -9.42542e-05 6.68167e-05 internal_weight=0 38.4885 26.5482 internal_count=2249 1430 819 is_linear=0 shrinkage=0.000439788 Tree=9370 num_leaves=4 num_cat=0 split_feature=0 15 43 split_gain=2.1159 3.3808 1.61438 threshold=-0.077944999999999987 -0.0064449999999999985 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020406558362899823 0.0003479679433558886 6.2134505289482834e-05 2.3050698397611398e-05 leaf_weight=22.904877869179927 3.3767585991736295 15.432598211446473 22.94722711479335 leaf_count=797 24 633 795 internal_value=0 -9.69302e-05 6.4952e-05 internal_weight=0 38.3375 26.324 internal_count=2249 1430 819 is_linear=0 shrinkage=0.000439788 Tree=9371 num_leaves=4 num_cat=0 split_feature=0 15 43 split_gain=2.25104 3.43118 1.6288 threshold=-0.077944999999999987 -0.0064449999999999985 -0.39943499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020612267475463031 0.00034952188133822803 6.1801358875615003e-05 2.5952551789081205e-05 leaf_weight=22.963822551709654 3.4418691657338085 15.454649359875928 23.071831295152151 leaf_count=797 24 633 795 internal_value=0 -9.83673e-05 6.81779e-05 internal_weight=0 38.4185 26.5137 internal_count=2249 1430 819 is_linear=0 shrinkage=0.000439788 Tree=9372 num_leaves=4 num_cat=0 split_feature=151 4 49 split_gain=2.00063 2.42229 1.02124 threshold=-0.086769999999999986 0.28251000000000009 -0.014099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018543837183996801 -0.0035317648245060812 0.010350476916873708 0.0029818868235207069 leaf_weight=3.795645300335309 48.712548354933688 7.2472563910814634 4.7992455047244658 leaf_count=68 1834 220 117 internal_value=0 -0.00173098 0.00988017 internal_weight=0 55.9598 8.59489 internal_count=2239 2054 185 is_linear=0 shrinkage=0.0224292 Tree=9373 num_leaves=4 num_cat=0 split_feature=151 4 49 split_gain=1.93298 2.37717 0.990661 threshold=-0.086769999999999986 0.28251000000000009 -0.014099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003596588228058971 -6.6163093953610256e-05 0.00020240129538467858 5.960712236025506e-05 leaf_weight=3.7912358684552601 49.146105829785483 7.3054461443243772 4.8420395459377215 leaf_count=68 1834 220 117 internal_value=0 -3.13513e-05 0.000191875 internal_weight=0 56.4516 8.63328 internal_count=2239 2054 185 is_linear=0 shrinkage=0.000439788 Tree=9374 num_leaves=4 num_cat=0 split_feature=43 13 43 split_gain=2.0678 2.31002 1.61797 threshold=-0.082894999999999983 0.11251500000000002 -0.085604999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8854019481687844e-05 -7.6120810567938666e-05 0.00035335386629539923 0.00044139581314594638 leaf_weight=16.626989046085558 43.462088599311983 2.5464379057957549 2.5916210366667647 leaf_count=486 1606 27 120 internal_value=0 -5.22139e-05 0.000119479 internal_weight=0 46.0085 19.2186 internal_count=2239 1633 606 is_linear=0 shrinkage=0.000439788 Tree=9375 num_leaves=4 num_cat=0 split_feature=151 4 12 split_gain=1.92865 2.37289 1.04917 threshold=-0.086769999999999986 0.28251000000000009 0.081180000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031998824348845211 -6.7369386913205452e-05 0.00020096019588691479 1.0036537094742499e-05 leaf_weight=5.016584440643781 49.319303960603065 7.3011966258654857 3.6405814332388218 leaf_count=74 1834 220 111 internal_value=0 -3.27123e-05 0.000189954 internal_weight=0 56.6205 8.65717 internal_count=2239 2054 185 is_linear=0 shrinkage=0.000439788 Tree=9376 num_leaves=4 num_cat=0 split_feature=4 454 151 split_gain=2.65977 2.22562 1.06151 threshold=0.27467500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0369238135910044e-05 -2.1699808888913187e-05 0.00038474140253833163 0.00032557352324543272 leaf_weight=53.835953442332311 2.3378425107202929 2.354980166477616 6.2220900265328947 leaf_count=1966 56 25 193 internal_value=0 -3.20091e-05 0.000230891 internal_weight=0 56.1909 8.55993 internal_count=2240 1991 249 is_linear=0 shrinkage=0.000439788 Tree=9377 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=2.53579 3.569 3.14912 threshold=0.091785000000000019 0.030370000000000005 -0.082164999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022707099758393823 0.00014263535237620306 -0.00026837096303926371 5.6214964109455235e-05 leaf_weight=15.494168226593731 29.598165862078986 4.7224396135861744 14.847831724552632 leaf_count=862 628 153 597 internal_value=0 8.5964e-05 -8.84971e-05 internal_weight=0 34.3206 30.342 internal_count=2240 781 1459 is_linear=0 shrinkage=0.000439788 Tree=9378 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=2.54034 3.57521 3.19232 threshold=0.091785000000000019 0.030370000000000005 -0.082164999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023091808799365572 0.00013877255803970245 -0.00027165401629668777 5.3181744389479057e-05 leaf_weight=15.640475935387714 29.644991890533674 4.7462883152838904 14.944548764781755 leaf_count=862 628 153 597 internal_value=0 8.20109e-05 -9.21538e-05 internal_weight=0 34.3913 30.585 internal_count=2240 781 1459 is_linear=0 shrinkage=0.000439788 Tree=9379 num_leaves=4 num_cat=0 split_feature=4 454 151 split_gain=2.63605 2.24274 1.04294 threshold=0.27467500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0601011919690826e-05 -1.9584309173053008e-05 0.00038504643254393345 0.00032495332290935052 leaf_weight=53.863472366008864 2.3403898591568577 2.3678452085005111 6.1645812625756644 leaf_count=1966 56 25 193 internal_value=0 -3.21319e-05 0.000230312 internal_weight=0 56.2313 8.50497 internal_count=2240 1991 249 is_linear=0 shrinkage=0.000439788 Tree=9380 num_leaves=4 num_cat=0 split_feature=1 4 132 split_gain=1.12229 3.28416 1.66099 threshold=0.077765000000000015 -0.029219999999999999 0.079320000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1496711101922268e-05 2.8579778090052759e-05 -0.00027440547616432225 0.00032962443743565154 leaf_weight=13.235538665616334 44.877313640539114 8.8389640786594992 3.8302647169311959 leaf_count=635 988 548 115 internal_value=0 -6.71252e-05 5.23732e-05 internal_weight=0 22.0745 48.7076 internal_count=2286 1183 1103 is_linear=0 shrinkage=0.000439788 Tree=9381 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=1.18683 1.5503 threshold=-0.25159999999999993 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032176577646355709 0.0003429874675454216 1.2540324209444548e-05 leaf_weight=1.9294077969138914 2.8461988935850959 66.000519905942156 leaf_count=132 55 2099 internal_value=0 2.62927e-05 internal_weight=0 68.8467 internal_count=2286 2154 is_linear=0 shrinkage=0.000439788 Tree=9382 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=1.18227 1.55152 threshold=-0.25159999999999993 -0.15580999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016498659720001016 0.017400506346522626 0.00054088273525916444 leaf_weight=1.9230916433077698 2.8470911323402097 65.493538053859083 leaf_count=132 55 2099 internal_value=0 0.00124792 internal_weight=0 68.3406 internal_count=2286 2154 is_linear=0 shrinkage=0.0224292 Tree=9383 num_leaves=4 num_cat=0 split_feature=1 4 132 split_gain=1.14311 3.30481 1.63667 threshold=0.077765000000000015 -0.029219999999999999 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036169053044870321 0.001499785457335487 -0.014127021814366732 0.017242909123513384 leaf_weight=13.151961548912825 44.716764598626924 8.7972953746907461 3.5700900829124285 leaf_count=635 996 548 107 internal_value=0 -0.00350098 0.00267011 internal_weight=0 21.9493 48.2869 internal_count=2286 1183 1103 is_linear=0 shrinkage=0.0224292 Tree=9384 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=1.75622 1.29913 threshold=0.51074000000000008 0.085050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00088377469519144189 0.021364997739711372 -0.014366964115722348 leaf_weight=63.375005796222695 2.0152356720318485 2.9211889845228134 leaf_count=1968 109 217 internal_value=0 0.000207843 internal_weight=0 66.2962 internal_count=2294 2185 is_linear=0 shrinkage=0.0224292 Tree=9385 num_leaves=3 num_cat=0 split_feature=4 16 split_gain=1.5765 1.28972 threshold=0.50678000000000012 -0.5418599999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015855032676172488 0.01820536942840845 -0.00047647079883461705 leaf_weight=2.5108040871091353 2.5076898136667287 63.237463957952286 leaf_count=61 124 2109 internal_value=0 0.00015162 internal_weight=0 65.7483 internal_count=2294 2170 is_linear=0 shrinkage=0.0224292 Tree=9386 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=1.52944 1.2372 threshold=0.50678000000000012 0.085050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081224099153037147 0.018048535546268441 -0.014107987401071432 leaf_weight=62.818788692575026 2.4733023838689396 2.9069605330114419 leaf_count=1953 124 217 internal_value=0 0.000148434 internal_weight=0 65.7257 internal_count=2294 2170 is_linear=0 shrinkage=0.0224292 Tree=9387 num_leaves=3 num_cat=0 split_feature=4 16 split_gain=1.48353 1.2434 threshold=0.50678000000000012 -0.5418599999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015643719997344593 0.017889698611194313 -0.00046887852250363285 leaf_weight=2.4857367988097385 2.4398445273673124 63.222698995987912 leaf_count=61 124 2109 internal_value=0 0.000145024 internal_weight=0 65.7084 internal_count=2294 2170 is_linear=0 shrinkage=0.0224292 Tree=9388 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.90775 1.95702 threshold=-1.0000000180025095e-35 0.085345000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026518207496587231 -7.6894638378569502e-05 0.00018738336448249139 leaf_weight=3.9217804816144044 54.477839706358282 5.999759615311631 leaf_count=53 1967 218 internal_value=0 -5.06257e-05 internal_weight=0 60.4776 internal_count=2238 2185 is_linear=0 shrinkage=0.000439788 Tree=9389 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.92772 2.0583 threshold=-1.0000000180025095e-35 0.085345000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002659507124574924 -7.8074789185787912e-05 0.00019201256016390222 leaf_weight=3.9331575747637535 54.521910250286055 6.0459518474635834 leaf_count=53 1967 218 internal_value=0 -5.10624e-05 internal_weight=0 60.5679 internal_count=2238 2185 is_linear=0 shrinkage=0.000439788 Tree=9390 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.89308 2.12772 threshold=-1.0000000180025095e-35 0.085345000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002624582820458535 -7.9286066909462901e-05 0.00019451636602572779 leaf_weight=3.9296634743805035 54.638065918371694 6.0840484577274756 leaf_count=53 1967 218 internal_value=0 -5.17999e-05 internal_weight=0 60.7221 internal_count=2238 2185 is_linear=0 shrinkage=0.000439788 Tree=9391 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.89074 1.98318 threshold=-1.0000000180025095e-35 0.085345000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013403857387180617 -0.0040302085336971303 0.0095811590053765452 leaf_weight=3.9003463109547729 54.052724246407251 5.962441283347288 leaf_count=53 1967 218 internal_value=0 -0.00267532 internal_weight=0 60.0152 internal_count=2238 2185 is_linear=0 shrinkage=0.0224292 Tree=9392 num_leaves=4 num_cat=0 split_feature=47 48 3 split_gain=1.77465 2.59564 2.17357 threshold=0.092530000000000015 0.11951500000000001 -0.074084999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1957481022036249e-05 0.00013021439723318607 -0.00047918233843006238 -0.00030373772919371083 leaf_weight=54.478215521784932 3.0420509259856763 2.0560305043798044 8.2756695387361088 leaf_count=2010 114 29 134 internal_value=0 3.57648e-06 -0.000187074 internal_weight=0 56.5342 11.3177 internal_count=2287 2039 248 is_linear=0 shrinkage=0.000439788 Tree=9393 num_leaves=4 num_cat=0 split_feature=47 3 47 split_gain=1.7206 2.18447 2.13174 threshold=0.092530000000000015 -0.074084999999999998 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083008553389269551 0.0067681450100590757 -0.015518308292909153 0.020105799959477717 leaf_weight=53.513115548490532 3.0195948813452551 8.1661250671459111 2.5447804152245217 leaf_count=1983 114 134 56 internal_value=0 -0.00950078 0.000126832 internal_weight=0 11.1857 56.0579 internal_count=2287 248 2039 is_linear=0 shrinkage=0.0224292 Tree=9394 num_leaves=3 num_cat=0 split_feature=48 47 split_gain=1.74505 1.9464 threshold=0.12230500000000001 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1189586567732825e-05 -0.00031504948996746268 -0.0001946718494586428 leaf_weight=54.527535081557971 3.8471216078823991 9.4649082483811053 leaf_count=2012 74 201 internal_value=0 -1.07863e-05 internal_weight=0 63.9924 internal_count=2287 2213 is_linear=0 shrinkage=0.000439788 Tree=9395 num_leaves=3 num_cat=0 split_feature=48 47 split_gain=1.76758 1.91007 threshold=0.12230500000000001 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2294400342605048e-05 -0.00031404416328099217 -0.0001913686591608061 leaf_weight=54.731858664315496 3.8858375479783254 9.4768963629940099 leaf_count=2012 74 201 internal_value=0 -9.28872e-06 internal_weight=0 64.2088 internal_count=2287 2213 is_linear=0 shrinkage=0.000439788 Tree=9396 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=2.0249 1.57234 threshold=0.091600000000000015 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001420411904831845 0.020797639188801807 0.011507971440885344 leaf_weight=61.113849625858393 2.3237528783720327 5.110471942494768 leaf_count=2114 40 175 internal_value=0 -0.000419711 internal_weight=0 66.2243 internal_count=2329 2289 is_linear=0 shrinkage=0.0224292 Tree=9397 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=2.01322 1.43394 threshold=0.091600000000000015 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4577465205308658e-05 0.00040614341547070079 0.00021658916546336975 leaf_weight=62.147996359392891 2.3531329791439921 5.1456189046748468 leaf_count=2114 40 175 internal_value=0 -6.08041e-06 internal_weight=0 67.2936 internal_count=2329 2289 is_linear=0 shrinkage=0.000439788 Tree=9398 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=1.95129 1.4628 threshold=0.091600000000000015 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5880424568956367e-05 0.00039858240152905163 0.00021766531175816133 leaf_weight=61.864773321073244 2.3551878859216222 5.1492075974419995 leaf_count=2114 40 175 internal_value=0 -7.11024e-06 internal_weight=0 67.014 internal_count=2329 2289 is_linear=0 shrinkage=0.000439788 Tree=9399 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=1.94207 1.49899 threshold=0.091600000000000015 0.092660000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013833341706034935 0.020406926434044275 0.011241728201818449 leaf_weight=61.154472622104777 2.3155300147627704 5.1085850575745999 leaf_count=2114 40 175 internal_value=0 -0.000407041 internal_weight=0 66.2631 internal_count=2329 2289 is_linear=0 shrinkage=0.0224292 Tree=9400 num_leaves=3 num_cat=0 split_feature=40 16 split_gain=1.51563 2.21846 threshold=0.051255000000000002 0.50720500000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015671859813973503 0.015819333546768222 -0.023051516891032905 leaf_weight=62.542712046682936 2.9338603831292849 2.1239259068024685 leaf_count=2104 52 147 internal_value=0 -0.000612116 internal_weight=0 64.6666 internal_count=2303 2251 is_linear=0 shrinkage=0.0224292 Tree=9401 num_leaves=3 num_cat=0 split_feature=402 124 split_gain=1.47296 1.69256 threshold=0.086350000000000024 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014789454013133458 -0.016989612562630166 -0.00018623089968375795 leaf_weight=4.0290518325691655 2.4255126827792983 61.100112002504829 leaf_count=164 257 1882 internal_value=0 0.000744264 internal_weight=0 65.1292 internal_count=2303 2046 is_linear=0 shrinkage=0.0224292 Tree=9402 num_leaves=3 num_cat=0 split_feature=40 16 split_gain=1.48851 2.13734 threshold=0.051255000000000002 0.50720500000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0936897831590186e-06 0.00030779907866417542 -0.00044416479755576664 leaf_weight=62.881123767322379 2.930977122139665 2.1176683472122013 leaf_count=2104 52 147 internal_value=0 -1.16042e-05 internal_weight=0 64.9988 internal_count=2303 2251 is_linear=0 shrinkage=0.000439788 Tree=9403 num_leaves=4 num_cat=0 split_feature=42 4 484 split_gain=1.47078 2.52543 1.98227 threshold=0.09202500000000001 0.31595000000000006 -0.0048499999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014444445937316143 -0.0150356319693694 0.015357383873310218 0.0024086389102237803 leaf_weight=3.7292678134663211 6.590166508460241 1.7201854275335788 55.457151445805493 leaf_count=293 397 75 1538 internal_value=0 -0.00872371 0.00134243 internal_weight=0 8.31035 59.1864 internal_count=2303 472 1831 is_linear=0 shrinkage=0.0224292 Tree=9404 num_leaves=4 num_cat=0 split_feature=4 1 16 split_gain=1.53735 2.57726 2.51605 threshold=0.0055300000000000011 0.079805000000000015 -0.083134999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010213811645174669 -0.00015519569039645819 0.00014714215375655101 -0.00013912013344489463 leaf_weight=12.914368453236873 7.0236247754710375 24.170278861009137 23.635693821285031 leaf_count=403 237 409 1213 internal_value=0 7.90144e-05 -5.38666e-05 internal_weight=0 31.1939 36.5501 internal_count=2262 646 1616 is_linear=0 shrinkage=0.000439788 Tree=9405 num_leaves=4 num_cat=0 split_feature=4 16 1 split_gain=1.46389 2.52803 2.50684 threshold=0.0055300000000000011 -0.083134999999999987 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052149086758815355 -0.0079343702427977832 -0.0071544716852650139 0.0073197449327869072 leaf_weight=12.85810144586844 6.9886471122599714 23.435756063322515 23.922452468043048 leaf_count=403 237 1213 409 internal_value=0 -0.00277184 0.00386819 internal_weight=0 36.2939 30.9111 internal_count=2262 1616 646 is_linear=0 shrinkage=0.0224292 Tree=9406 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=1.45624 2.46945 2.44933 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8676685171358976e-05 -0.00015055050074746414 -0.00044907944147399312 0.00014440065658329773 leaf_weight=33.791648097638017 7.0157699376868576 2.7724028385837292 24.109323271028188 leaf_count=1527 237 89 409 internal_value=0 -5.15285e-05 7.78655e-05 internal_weight=0 36.5641 31.1251 internal_count=2262 1616 646 is_linear=0 shrinkage=0.000439788 Tree=9407 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=1.3618 2.4515 2.44253 threshold=0.0055300000000000011 -1.0000000180025095e-35 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8504417943602992e-05 -0.00015398594043515625 -0.0004466397712976291 0.00014028821932362114 leaf_weight=33.959200954371681 7.0307170224496103 2.7811492976798027 24.125191468716366 leaf_count=1527 237 89 409 internal_value=0 -5.11283e-05 7.3828e-05 internal_weight=0 36.7404 31.1559 internal_count=2262 1616 646 is_linear=0 shrinkage=0.000439788 Tree=9408 num_leaves=4 num_cat=0 split_feature=1 15 43 split_gain=1.67986 2.8918 2.18157 threshold=0.091785000000000019 0.035255000000000009 -0.17632999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010775997503959928 0.0057834055975102168 -0.014242439142257746 -0.0064470487167403515 leaf_weight=4.2406376705912399 27.018766916529788 4.1711951427932936 28.192829008517947 leaf_count=98 627 148 1390 internal_value=0 0.00309817 -0.00419014 internal_weight=0 31.19 32.4335 internal_count=2263 775 1488 is_linear=0 shrinkage=0.0224292 Tree=9409 num_leaves=4 num_cat=0 split_feature=1 15 43 split_gain=1.64396 2.80202 2.05193 threshold=0.091785000000000019 0.030370000000000005 -0.17632999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020359281016440626 0.0001122529577341801 -0.00027241498033941442 -0.00012310240311032801 leaf_weight=4.2621933255768445 27.242877893640983 4.2125481335460782 28.334321039661745 leaf_count=98 625 150 1390 internal_value=0 6.06038e-05 -8.02908e-05 internal_weight=0 31.4554 32.5965 internal_count=2263 775 1488 is_linear=0 shrinkage=0.000439788 Tree=9410 num_leaves=4 num_cat=0 split_feature=1 1 43 split_gain=1.60687 2.83186 2.08552 threshold=0.091785000000000019 0.092485000000000026 -0.17632999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010545278619632566 0.027960212569570281 0.0011986803242055872 -0.0063067893304339139 leaf_weight=4.234101779550655 2.1166378661582739 29.026385633098471 28.162431295293345 leaf_count=98 21 754 1390 internal_value=0 0.00303355 -0.00409938 internal_weight=0 31.143 32.3965 internal_count=2263 775 1488 is_linear=0 shrinkage=0.0224292 Tree=9411 num_leaves=4 num_cat=0 split_feature=1 15 43 split_gain=1.53733 2.75493 1.99595 threshold=0.091785000000000019 0.035255000000000009 -0.17632999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010326050236286983 0.0055936104567437589 -0.013961552609665345 -0.0061725202368313114 leaf_weight=4.2274917548384101 26.956080480311361 4.1682289392920202 28.130421848050219 leaf_count=98 627 148 1390 internal_value=0 0.00296779 -0.0040122 internal_weight=0 31.1243 32.3579 internal_count=2263 775 1488 is_linear=0 shrinkage=0.0224292 Tree=9412 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.29205 1.99336 0.676659 threshold=0.18829500000000002 0.14114500000000005 0.059705000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040578772334439063 -0.019158056582820618 0.018617718847706157 -0.00022599583101153703 leaf_weight=58.8279760337673 2.6575626468813871 2.8888214753824277 1.4727639322973116 leaf_count=1961 196 28 64 internal_value=0 0.000490141 -0.0124395 internal_weight=0 61.7168 4.13033 internal_count=2249 1989 260 is_linear=0 shrinkage=0.0224292 Tree=9413 num_leaves=4 num_cat=0 split_feature=0 48 13 split_gain=1.18115 2.84482 1.91992 threshold=-0.10071499999999999 0.086260000000000017 -0.095439999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014388753840980634 0.000165514172606439 -0.00014256858459012274 -0.00010781256290114619 leaf_weight=21.814947047470927 5.9724326065497726 9.6598610849196103 29.184154859710816 leaf_count=334 122 137 1656 internal_value=0 5.59388e-05 -6.13149e-05 internal_weight=0 31.4748 35.1566 internal_count=2249 471 1778 is_linear=0 shrinkage=0.000439788 Tree=9414 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.23202 1.93353 0.672551 threshold=0.18829500000000002 0.14114500000000005 0.059705000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6517983018914751e-06 -0.00036922053164006007 0.00036167353744777814 -7.2349467976214808e-07 leaf_weight=59.412081740986196 2.6456761445610928 2.8716183448996153 1.4957289482299527 leaf_count=1961 196 28 64 internal_value=0 1.04356e-05 -0.000236747 internal_weight=0 62.2837 4.14141 internal_count=2249 1989 260 is_linear=0 shrinkage=0.000439788 Tree=9415 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.24414 1.92344 0.65925 threshold=0.18829500000000002 0.14114500000000005 0.059705000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039497076046804826 -0.01893759367505625 0.018369154164486843 -0.00021884698369234457 leaf_weight=58.853075768406597 2.6291128111467961 2.8636999724330954 1.4736749746805342 leaf_count=1961 196 28 64 internal_value=0 0.000481108 -0.0122462 internal_weight=0 61.7168 4.10279 internal_count=2249 1989 260 is_linear=0 shrinkage=0.0224292 Tree=9416 num_leaves=3 num_cat=0 split_feature=16 43 split_gain=1.66643 1.33585 threshold=0.50720500000000013 -0.15648499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019749132482656609 -0.00036685946202337136 -3.9013425296681524e-07 leaf_weight=7.4195592878704693 2.1841693816286343 58.4114887755577 leaf_count=164 150 1961 internal_value=0 2.19631e-05 internal_weight=0 65.831 internal_count=2275 2125 is_linear=0 shrinkage=0.000439788 Tree=9417 num_leaves=3 num_cat=0 split_feature=16 43 split_gain=1.64888 1.40594 threshold=0.50720500000000013 -0.15648499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020283519538942063 -0.00036474488556764571 -1.1306083257524528e-07 leaf_weight=7.4268003559309355 2.1742549746859359 58.262395092611314 leaf_count=164 150 1961 internal_value=0 2.28845e-05 internal_weight=0 65.6892 internal_count=2275 2125 is_linear=0 shrinkage=0.000439788 Tree=9418 num_leaves=4 num_cat=0 split_feature=52 2 43 split_gain=1.52875 2.1101 1.24808 threshold=-0.24600999999999998 0.10669500000000001 -0.15109999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027697459418860815 0.0098151319597720409 0.0022084381962514275 0.00016441388708069181 leaf_weight=2.2175509137341569 7.6675897628920202 2.5233711849032261 54.82678918591796 leaf_count=168 173 100 1834 internal_value=0 -0.0118349 0.00135112 internal_weight=0 4.74092 62.4944 internal_count=2275 268 2007 is_linear=0 shrinkage=0.0224292 Tree=9419 num_leaves=3 num_cat=0 split_feature=16 43 split_gain=1.65341 1.33024 threshold=0.50720500000000013 -0.15648499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019747692995972845 -0.00036775830755682445 -7.4392704551354903e-07 leaf_weight=7.3587613161689651 2.161056643106348 58.227003217090214 leaf_count=164 150 1961 internal_value=0 2.15476e-05 internal_weight=0 65.5858 internal_count=2275 2125 is_linear=0 shrinkage=0.000439788 Tree=9420 num_leaves=4 num_cat=0 split_feature=52 42 43 split_gain=1.54339 1.55339 1.11489 threshold=-0.39935999999999994 -0.11377999999999998 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020971366846188992 -0.023663242573403225 -0.00096882289040023568 -0.00063332896953253125 leaf_weight=2.7375198515974262 1.5372463296368994 60.605370687546156 2.1282128610382633 leaf_count=114 109 1956 126 internal_value=0 -0.00153732 0.0115562 internal_weight=0 62.1426 4.86573 internal_count=2305 2065 240 is_linear=0 shrinkage=0.0224292 Tree=9421 num_leaves=4 num_cat=0 split_feature=52 42 47 split_gain=1.47763 1.49856 1.13668 threshold=-0.39935999999999994 -0.11377999999999998 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017094614221384555 -0.023322143875656214 -0.00094703523639467157 0.02353826346000628 leaf_weight=2.7313560998381936 1.5251629420424695 60.609459679708834 2.1260392376570962 leaf_count=213 109 1956 27 internal_value=0 -0.00150325 0.0113185 internal_weight=0 62.1346 4.8574 internal_count=2305 2065 240 is_linear=0 shrinkage=0.0224292 Tree=9422 num_leaves=4 num_cat=0 split_feature=52 42 47 split_gain=1.40584 1.40576 1.1661 threshold=-0.39935999999999994 -0.11377999999999998 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9702912780822282e-05 -0.00044048875125191772 -1.5173174091475382e-05 0.00046198870068482671 leaf_weight=2.7647715860857707 1.5219196431014541 61.120248862364406 2.1267876102938317 leaf_count=213 109 1956 27 internal_value=0 -2.56375e-05 0.000218721 internal_weight=0 62.6422 4.89156 internal_count=2305 2065 240 is_linear=0 shrinkage=0.000439788 Tree=9423 num_leaves=4 num_cat=0 split_feature=52 42 47 split_gain=1.41529 1.44359 1.10098 threshold=-0.39935999999999994 -0.11377999999999998 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016672024206714439 -0.022965505144949393 -0.00092242527541628748 0.023193741433603046 leaf_weight=2.7328196556936737 1.513377549682217 60.623330984258473 2.1097474662092282 leaf_count=213 109 1956 27 internal_value=0 -0.00146619 0.0110999 internal_weight=0 62.1367 4.84257 internal_count=2305 2065 240 is_linear=0 shrinkage=0.0224292 Tree=9424 num_leaves=4 num_cat=0 split_feature=52 1 47 split_gain=1.69927 3.72541 2.29235 threshold=0.11614000000000001 0.11230000000000001 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6588624772266461e-05 -0.00052882919609769578 0.00012764036806186369 -0.00019195646334097647 leaf_weight=44.180038201609932 3.935903906296061 2.8857869859384664 11.732124758318603 leaf_count=1645 300 68 266 internal_value=0 -0.000251541 -1.93188e-05 internal_weight=0 6.82169 55.9122 internal_count=2279 368 1911 is_linear=0 shrinkage=0.000439788 Tree=9425 num_leaves=4 num_cat=0 split_feature=52 1 47 split_gain=1.71692 3.64133 2.27556 threshold=0.11614000000000001 0.11230000000000001 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012119269017229377 -0.02719956109225204 0.0061606201329103411 -0.0099260922284609508 leaf_weight=43.754923467454773 3.8798966908209414 2.8383024088398088 11.673978972932671 leaf_count=1645 300 68 266 internal_value=0 -0.013128 -0.00113648 internal_weight=0 6.7182 55.4289 internal_count=2279 368 1911 is_linear=0 shrinkage=0.0224292 Tree=9426 num_leaves=4 num_cat=0 split_feature=52 12 47 split_gain=1.66162 3.54477 2.17489 threshold=0.11614000000000001 0.045590000000000006 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011848965990323766 0.0032273010097672531 -0.029446880665798727 -0.0097043352699447347 leaf_weight=43.749797249680569 3.366926435246568 3.2891589339988059 11.673367752611737 leaf_count=1645 82 286 266 internal_value=0 -0.0129569 -0.00111117 internal_weight=0 6.65609 55.4232 internal_count=2279 368 1911 is_linear=0 shrinkage=0.0224292 Tree=9427 num_leaves=4 num_cat=0 split_feature=52 2 13 split_gain=1.68964 2.13928 1.46278 threshold=-0.013374999999999998 1.0000000180025095e-35 -0.091889999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027870776444526338 -0.00028551950575664113 -4.2757877121831191e-05 -4.8618066544547046e-06 leaf_weight=4.1629423864142181 9.4797758770491765 26.948524773376448 22.168857133881147 leaf_count=91 375 1075 738 internal_value=0 -0.000106048 4.01387e-05 internal_weight=0 36.4283 26.3318 internal_count=2279 1450 829 is_linear=0 shrinkage=0.000439788 Tree=9428 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=1.46656 2.43966 2.41366 threshold=-0.10071499999999999 -0.074459999999999985 0.086095000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015340183012517929 5.4876535989906275e-05 -0.00017472781344510997 -0.00010875861616065444 leaf_weight=20.768673392271015 17.416582090536394 18.379653351538991 10.072902433728357 leaf_count=331 762 1060 138 internal_value=0 -6.30446e-05 6.77655e-05 internal_weight=0 35.7962 30.8416 internal_count=2291 1822 469 is_linear=0 shrinkage=0.000439788 Tree=9429 num_leaves=4 num_cat=0 split_feature=52 1 151 split_gain=1.83391 3.40423 1.29505 threshold=0.11614000000000001 0.10114000000000002 -0.21628999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015950663011792585 -0.027311717366670228 0.0048861470366115987 0.0017938872995364545 leaf_weight=2.1271891481073899 3.3015170183073215 3.2775077839414735 57.590178013842888 leaf_count=58 260 99 1874 internal_value=0 -0.0113038 0.00115691 internal_weight=0 6.57902 59.7174 internal_count=2291 359 1932 is_linear=0 shrinkage=0.0224292 Tree=9430 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=1.43307 2.45606 2.39452 threshold=-0.10071499999999999 -0.074459999999999985 0.086095000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078279267230200351 0.0029040509754899723 -0.0088880750132561154 -0.0055219101050945135 leaf_weight=20.669380060244297 17.304554023784476 18.228764664821256 10.022828548082542 leaf_count=331 762 1060 138 internal_value=0 -0.00314689 0.00346769 internal_weight=0 35.5333 30.6922 internal_count=2291 1822 469 is_linear=0 shrinkage=0.0224292 Tree=9431 num_leaves=4 num_cat=0 split_feature=52 1 151 split_gain=1.75933 3.21146 1.68786 threshold=0.11614000000000001 0.10114000000000002 -0.27336999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038322274109845643 -0.00052352994797020744 8.8422537163006514e-05 3.6046043250210772e-05 leaf_weight=1.8988155637493935 3.2787414543579407 3.3275092785952438 58.630012828159124 leaf_count=48 260 99 1884 internal_value=0 -0.000215928 2.27767e-05 internal_weight=0 6.60625 60.5288 internal_count=2291 359 1932 is_linear=0 shrinkage=0.000439788 Tree=9432 num_leaves=4 num_cat=0 split_feature=2 47 48 split_gain=1.72439 3.07202 1.33435 threshold=0.08826500000000001 0.092530000000000015 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025437438818738531 0.004246890883552179 -0.018784347524794413 -0.0094925668300624606 leaf_weight=19.671723513695273 37.102392858696476 5.8173938598665691 3.9146793534482631 leaf_count=969 1119 152 68 internal_value=0 -0.00449437 0.00293179 internal_weight=0 25.4891 41.0171 internal_count=2308 1121 1187 is_linear=0 shrinkage=0.0224292 Tree=9433 num_leaves=4 num_cat=0 split_feature=13 403 15 split_gain=1.71407 2.07836 1.4168 threshold=-0.094869999999999996 0.093800000000000008 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3727826742933637e-05 -1.5376901472959628e-05 -0.00047896056049398901 0.00036595445057234786 leaf_weight=10.126578942647027 51.094435620582317 1.922534603090752 3.8765756856009821 leaf_count=221 1872 146 69 internal_value=0 -3.2354e-05 0.000140544 internal_weight=0 53.017 14.0032 internal_count=2308 2018 290 is_linear=0 shrinkage=0.000439788 Tree=9434 num_leaves=4 num_cat=0 split_feature=13 48 15 split_gain=1.67299 2.0476 1.45661 threshold=-0.094869999999999996 0.091545000000000015 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025061141125867362 -0.00417759092855839 0.0062926709234516678 0.01874213088467799 leaf_weight=10.033542856230268 40.369284041823221 12.226968606450098 3.8299826320471757 leaf_count=221 1797 221 69 internal_value=0 -0.00174219 0.00701114 internal_weight=0 52.5963 13.8635 internal_count=2308 2018 290 is_linear=0 shrinkage=0.0224292 Tree=9435 num_leaves=4 num_cat=0 split_feature=13 457 16 split_gain=1.72747 1.95515 0.930319 threshold=-0.094869999999999996 0.078435000000000019 -0.084754999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024476832983885992 -7.2260187799685433e-05 0.00014341380824915183 1.7985862603913718e-05 leaf_weight=7.6278311793230387 43.550896042567956 9.9760585794374474 6.4554107545154675 leaf_count=174 1849 169 116 internal_value=0 -3.20273e-05 0.000140982 internal_weight=0 53.527 14.0832 internal_count=2308 2018 290 is_linear=0 shrinkage=0.000439788 Tree=9436 num_leaves=3 num_cat=0 split_feature=34 2 split_gain=1.19688 1.54207 threshold=-0.0011599999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015769536802973928 0.015539126210244454 0.00061415695593144276 leaf_weight=2.0671767715666638 3.6836713682714608 58.612812265289904 leaf_count=89 53 2127 internal_value=0 0.00150118 internal_weight=0 62.2965 internal_count=2269 2180 is_linear=0 shrinkage=0.0224292 Tree=9437 num_leaves=3 num_cat=0 split_feature=47 49 split_gain=1.62591 1.41055 threshold=0.11312500000000002 0.15481000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8571496544927729e-05 0.00021942821500217308 0.00031156605931430639 leaf_weight=55.470807145878098 7.0695975039125178 2.6023148950621353 leaf_count=2114 109 46 internal_value=0 -3.68017e-06 internal_weight=0 58.0731 internal_count=2269 2160 is_linear=0 shrinkage=0.000439788 Tree=9438 num_leaves=3 num_cat=0 split_feature=47 49 split_gain=1.60751 1.3983 threshold=0.11312500000000002 0.15481000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010737550104451142 0.011068447355619552 0.015826442125315376 leaf_weight=54.816869164265199 6.983388519514846 2.5596177187003368 leaf_count=2114 109 46 internal_value=0 -0.000314808 internal_weight=0 57.3765 internal_count=2269 2160 is_linear=0 shrinkage=0.0224292 Tree=9439 num_leaves=3 num_cat=0 split_feature=47 49 split_gain=1.54034 1.346 threshold=0.11312500000000002 0.15481000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010496270717549232 0.010847445418768309 0.01559010985894293 leaf_weight=54.819591538147051 6.9664261033540233 2.5406447343862046 leaf_count=2114 109 46 internal_value=0 -0.000307665 internal_weight=0 57.3602 internal_count=2269 2160 is_linear=0 shrinkage=0.0224292 Tree=9440 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.74299 1.63439 threshold=-0.094929999999999987 -0.061624999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017494096823616384 0.0063775296076154951 -0.0012727211342191691 leaf_weight=2.6162516630138262 20.383809029995291 45.093016322457288 leaf_count=46 665 1559 internal_value=0 0.00111007 internal_weight=0 65.4768 internal_count=2270 2224 is_linear=0 shrinkage=0.0224292 Tree=9441 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.6665 1.56348 threshold=-0.094929999999999987 -0.061624999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017107250856795667 0.0062407916702248026 -0.0012441473136584438 leaf_weight=2.6158422583539496 20.363863722921224 45.094443268623309 leaf_count=46 665 1559 internal_value=0 0.00108553 internal_weight=0 65.4583 internal_count=2270 2224 is_linear=0 shrinkage=0.0224292 Tree=9442 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.59326 1.49559 threshold=-0.094929999999999987 -0.061624999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016727859268811065 0.0061067545322499124 -0.0012162151631361123 leaf_weight=2.6156043011869761 20.344698904226334 45.095859784579943 leaf_count=46 665 1559 internal_value=0 0.00106153 internal_weight=0 65.4406 internal_count=2270 2224 is_linear=0 shrinkage=0.0224292 Tree=9443 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=1.2748 2.57512 1.92541 threshold=-0.081934999999999994 -0.071759999999999977 -0.086814999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6956393211377584e-05 -0.00053002766227971357 -8.5507384806648192e-06 0.00044593797810976997 leaf_weight=15.391348128631991 1.884494712576269 48.407513558502387 2.7409422743148744 leaf_count=531 51 1648 40 internal_value=0 -2.82847e-05 0.000107673 internal_weight=0 50.292 18.1323 internal_count=2270 1699 571 is_linear=0 shrinkage=0.000439788 Tree=9444 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=1.8495 2.61931 1.94952 threshold=0.089985000000000023 1.0000000180025095e-35 0.0035350000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036887753204110837 1.1471277215044179e-05 -2.1514175219832849e-05 0.00024844957853920632 leaf_weight=5.1016667195835934 30.832555189410414 23.331054720010798 8.5650933199644879 leaf_count=586 806 635 215 internal_value=0 -8.40471e-05 6.3086e-05 internal_weight=0 28.4327 39.3976 internal_count=2242 1221 1021 is_linear=0 shrinkage=0.000439788 Tree=9445 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=1.83749 2.61592 1.90231 threshold=0.089985000000000023 1.0000000180025095e-35 0.0035350000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003684168606382764 1.1306783990958157e-05 -2.1772615610578929e-05 0.00024616609578485197 leaf_weight=5.121292404006911 30.664446094277082 23.294001141259287 8.506483246927699 leaf_count=586 806 635 215 internal_value=0 -8.44538e-05 6.24047e-05 internal_weight=0 28.4153 39.1709 internal_count=2242 1221 1021 is_linear=0 shrinkage=0.000439788 Tree=9446 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=1.71174 2.58069 1.95853 threshold=0.089985000000000023 1.0000000180025095e-35 0.0035350000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01869184090703389 0.00040760495698137635 -0.0010158285130493355 0.012604432689129579 leaf_weight=5.0475825377582195 30.389887130982061 23.112885250498948 8.4502384825327663 leaf_count=586 806 635 215 internal_value=0 -0.00419466 0.00306609 internal_weight=0 28.1605 38.8401 internal_count=2242 1221 1021 is_linear=0 shrinkage=0.0224292 Tree=9447 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=1.63918 2.50652 1.88386 threshold=0.089985000000000023 1.0000000180025095e-35 0.0035350000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018500639672075162 0.00039850460850337442 -0.00099310969665649318 0.01238365053798505 leaf_weight=4.9862590392126576 30.387140417163209 23.111814744930598 8.4087970785128601 leaf_count=586 806 635 215 internal_value=0 -0.00411043 0.00300103 internal_weight=0 28.0981 38.7959 internal_count=2242 1221 1021 is_linear=0 shrinkage=0.0224292 Tree=9448 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.80335 1.78156 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021312840742784705 0.025356689847720836 0.00065109258202922162 leaf_weight=1.8179599080024207 1.4839552715420712 63.731119690773539 leaf_count=119 16 2131 internal_value=0 0.00122052 internal_weight=0 65.2151 internal_count=2266 2147 is_linear=0 shrinkage=0.0224292 Tree=9449 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.80626 1.71625 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041316726579017284 0.0004933001570683901 1.6895056427878961e-05 leaf_weight=1.8285348329861779 1.4775681545725081 64.303098377566585 leaf_count=119 16 2131 internal_value=0 2.77361e-05 internal_weight=0 65.7807 internal_count=2266 2147 is_linear=0 shrinkage=0.000439788 Tree=9450 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.73797 1.7215 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040971533063752957 0.00049285241817937394 1.3464566341393379e-05 leaf_weight=1.8152779338001881 1.4633202903205518 64.050313176443979 leaf_count=119 16 2131 internal_value=0 2.43127e-05 internal_weight=0 65.5136 internal_count=2266 2147 is_linear=0 shrinkage=0.000439788 Tree=9451 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=1.73318 1.73004 threshold=-0.11377999999999998 -0.10509499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020958965398910269 0.025173686422691032 0.00064117210300170284 leaf_weight=1.8066886406734273 1.4606187016470347 63.745407447194339 leaf_count=119 16 2131 internal_value=0 0.00119791 internal_weight=0 65.206 internal_count=2266 2147 is_linear=0 shrinkage=0.0224292 Tree=9452 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=1.78279 2.94876 2.42568 threshold=-0.0016099999999999997 -0.005069999999999999 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015140617198028386 -0.022297085031350982 0.023704959975001588 -0.0016649411739084639 leaf_weight=31.651504287327725 3.143126446653695 3.310626470936767 30.71487522473717 leaf_count=1444 124 66 672 internal_value=0 0.00362715 -0.00359176 internal_weight=0 34.9621 33.858 internal_count=2306 1510 796 is_linear=0 shrinkage=0.0224292 Tree=9453 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=1.70586 2.85327 2.7127 threshold=-0.0016099999999999997 -0.005069999999999999 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014800836026871418 -0.011859043010851375 0.023404654223758918 0.0013163204636497414 leaf_weight=31.652334880838453 12.39383949573539 3.2785078001825232 21.431285952185135 leaf_count=1444 387 66 409 internal_value=0 0.00354952 -0.00351522 internal_weight=0 34.9308 33.8251 internal_count=2306 1510 796 is_linear=0 shrinkage=0.0224292 Tree=9454 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=1.63215 2.76056 2.34165 threshold=-0.0016099999999999997 -0.005069999999999999 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014468679284050227 -0.022027196966101479 0.023106426765745276 -0.001564579398511227 leaf_weight=31.653174331064292 3.0784622908095107 3.2469443134777967 30.710716626701924 leaf_count=1444 124 66 672 internal_value=0 0.0034735 -0.00344027 internal_weight=0 34.9001 33.7892 internal_count=2306 1510 796 is_linear=0 shrinkage=0.0224292 Tree=9455 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=1.56168 2.67054 2.57289 threshold=-0.0016099999999999997 -0.005069999999999999 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014143969588226437 -0.011524997241661368 0.022810179952881125 0.0013293490034144645 leaf_weight=31.654021386514842 12.322784563270941 3.2159421746209764 21.434418796934551 leaf_count=1444 387 66 409 internal_value=0 0.00339906 -0.00336688 internal_weight=0 34.87 33.7572 internal_count=2306 1510 796 is_linear=0 shrinkage=0.0224292 Tree=9456 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=2.06723 3.21891 2.82741 threshold=0.095510000000000012 0.091105000000000005 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061934418769491145 0.010656924377806184 -0.023235906320984323 -0.0045101980250259093 leaf_weight=32.457688240304606 17.707097289205198 3.4890092277564682 9.4818034349173086 leaf_count=1465 481 116 188 internal_value=0 -0.00282569 0.00536812 internal_weight=0 35.9467 27.1889 internal_count=2250 1581 669 is_linear=0 shrinkage=0.0224292 Tree=9457 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=1.99219 3.10367 2.74977 threshold=0.095510000000000012 0.091105000000000005 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8857273222925921e-06 0.00020638196021949861 -0.00044423430370686971 -8.5297446952119107e-05 leaf_weight=32.874612540963426 17.934743862126201 3.5038996311577639 9.5774468669660546 leaf_count=1465 481 116 188 internal_value=0 -5.19323e-05 0.000104855 internal_weight=0 36.3785 27.5122 internal_count=2250 1581 669 is_linear=0 shrinkage=0.000439788 Tree=9458 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=1.9774 3.10031 2.71067 threshold=0.095510000000000012 0.091105000000000005 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060326473427163498 0.010451099579600215 -0.022868937022709677 -0.0044001476026660569 leaf_weight=32.464410152937262 17.652011640022469 3.4646554416858626 9.4966430780459614 leaf_count=1465 481 116 188 internal_value=0 -0.00276136 0.00525667 internal_weight=0 35.9291 27.1487 internal_count=2250 1581 669 is_linear=0 shrinkage=0.0224292 Tree=9459 num_leaves=4 num_cat=0 split_feature=4 15 3 split_gain=1.90844 2.64978 1.60732 threshold=0.27467500000000006 -0.14173499999999997 0.11932000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026924113727653416 0.01624493126144291 4.9769605671721636e-05 -0.0053069850105375554 leaf_weight=1.8794230772309664 6.3714049936224892 52.375276998144955 2.3818691430187755 leaf_count=111 197 1863 79 internal_value=0 -0.000893767 0.0103816 internal_weight=0 54.2547 8.75327 internal_count=2250 1974 276 is_linear=0 shrinkage=0.0224292 Tree=9460 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.48046 1.89808 threshold=0.10195500000000002 0.18997000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00091354157456648968 0.019470279506318456 -0.016182604539324325 leaf_weight=58.444874469051229 2.0009839593112693 3.4412475550598165 leaf_count=2123 28 112 internal_value=0 -4.1806e-05 internal_weight=0 61.8861 internal_count=2263 2235 is_linear=0 shrinkage=0.0224292 Tree=9461 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=2.09797 1.71916 threshold=-0.40771999999999992 -0.24028999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050635159702055392 0.00043852592570257627 1.0906118613318197e-05 leaf_weight=1.4594146486260786 1.8551948538702152 61.031972347131841 leaf_count=82 36 2145 internal_value=0 2.36503e-05 internal_weight=0 62.8872 internal_count=2263 2181 is_linear=0 shrinkage=0.000439788 Tree=9462 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.42757 1.82102 threshold=0.10195500000000002 0.18997000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00089337696921640915 0.019205367139431207 -0.015886177230082139 leaf_weight=58.447852444412547 1.9825241961661948 3.4263831595808361 leaf_count=2123 28 112 internal_value=0 -4.04305e-05 internal_weight=0 61.8742 internal_count=2263 2235 is_linear=0 shrinkage=0.0224292 Tree=9463 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.35654 1.75983 threshold=0.10195500000000002 0.18997000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9009622606603172e-05 0.00036975150015864153 -0.00030353300872184994 leaf_weight=59.002367384956415 1.9734251996997034 3.4447044711359913 leaf_count=2123 28 112 internal_value=0 1.1302e-06 internal_weight=0 62.4471 internal_count=2263 2235 is_linear=0 shrinkage=0.000439788 Tree=9464 num_leaves=3 num_cat=0 split_feature=401 11 split_gain=1.52044 1.60917 threshold=0.082280000000000006 0.081005000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023823891804653796 -0.018036643106132549 -0.011706286015084609 leaf_weight=60.552978065859179 2.0632229251859817 4.353957316998275 leaf_count=1941 213 120 internal_value=0 0.00143416 internal_weight=0 64.9069 internal_count=2274 2061 is_linear=0 shrinkage=0.0224292 Tree=9465 num_leaves=4 num_cat=0 split_feature=42 403 133 split_gain=1.46074 1.48793 0.843664 threshold=-0.091229999999999992 1.0000000180025095e-35 0.087985000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057275360325511442 0.00070130815688910445 -0.012983426938585689 0.023607653835339682 leaf_weight=4.5805425043636196 56.19851849703582 4.2838878603197363 1.8612416961063898 leaf_count=194 1777 256 47 internal_value=0 -0.000271754 0.0109482 internal_weight=0 60.4824 6.44178 internal_count=2274 2033 241 is_linear=0 shrinkage=0.0224292 Tree=9466 num_leaves=4 num_cat=0 split_feature=42 403 133 split_gain=1.40191 1.4304 0.823193 threshold=-0.091229999999999992 1.0000000180025095e-35 0.087985000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056034998245059562 0.00068563654299037629 -0.012768161247094002 0.023333475704869891 leaf_weight=4.5773817759400108 56.194226893576115 4.2590144729801969 1.8413259236401698 leaf_count=194 1777 256 47 internal_value=0 -0.000265933 0.0107438 internal_weight=0 60.4532 6.41871 internal_count=2274 2033 241 is_linear=0 shrinkage=0.0224292 Tree=9467 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=1.39115 1.68333 threshold=0.081005000000000008 0.094435000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013671161072447314 -0.011355891471479753 0.006151098326736687 leaf_weight=37.457573757495084 4.4199872906792725 24.943580445846237 leaf_count=1549 126 599 internal_value=0 0.0016391 internal_weight=0 62.4012 internal_count=2274 2148 is_linear=0 shrinkage=0.0224292 Tree=9468 num_leaves=4 num_cat=0 split_feature=52 3 2 split_gain=3.30062 1.55056 1.44051 threshold=-0.24600999999999998 -0.10628499999999998 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051333855208959248 0.00018176334055285955 1.2359323380730615e-05 -3.772315842072261e-05 leaf_weight=3.0098323210622757 13.181394401271289 50.175284919082969 2.0811826191093132 leaf_count=181 236 1757 88 internal_value=0 4.76481e-05 -0.000319777 internal_weight=0 63.3567 5.09101 internal_count=2262 1993 269 is_linear=0 shrinkage=0.000439788 Tree=9469 num_leaves=4 num_cat=0 split_feature=52 15 2 split_gain=3.33115 1.67688 1.47279 threshold=-0.24600999999999998 -0.0087699999999999983 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051690012731647587 -2.5556736460416431e-05 0.00011754677716228573 -3.7081645205911965e-05 leaf_weight=3.0111836057067185 30.913160529197057 32.444447138270789 2.0964619518308609 leaf_count=181 988 1005 88 internal_value=0 4.77377e-05 -0.000320827 internal_weight=0 63.3576 5.10765 internal_count=2262 1993 269 is_linear=0 shrinkage=0.000439788 Tree=9470 num_leaves=4 num_cat=0 split_feature=52 15 2 split_gain=3.21879 1.6986 1.44725 threshold=-0.24600999999999998 -0.0087699999999999983 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026268168269125362 -0.0014475341559129699 0.0059347774797323637 -0.0017970146302190909 leaf_weight=2.9649814828026129 30.56118725449096 32.167657672247969 2.0567700835526921 leaf_count=181 988 1005 88 internal_value=0 0.0023388 -0.0162902 internal_weight=0 62.7288 5.02175 internal_count=2262 1993 269 is_linear=0 shrinkage=0.0224292 Tree=9471 num_leaves=4 num_cat=0 split_feature=52 15 2 split_gain=3.10378 1.56828 1.4451 threshold=-0.24600999999999998 -0.0087699999999999983 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051175297716187765 -2.5546010185520781e-05 0.00011301449937889854 -3.218537359559749e-05 leaf_weight=2.9276986743170701 30.824202675926927 32.380525452331767 2.0729167375138786 leaf_count=181 988 1005 88 internal_value=0 4.54529e-05 -0.000313835 internal_weight=0 63.2047 5.00062 internal_count=2262 1993 269 is_linear=0 shrinkage=0.000439788 Tree=9472 num_leaves=3 num_cat=0 split_feature=14 16 split_gain=1.70998 1.05118 threshold=0.062655000000000016 0.066010000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0052384350426319098 -0.016819788807706935 -0.0016148242550695017 leaf_weight=49.927597778015979 2.092541747285849 14.526163027720029 leaf_count=1741 78 425 internal_value=0 0.00369387 internal_weight=0 64.4538 internal_count=2244 2166 is_linear=0 shrinkage=0.0224292 Tree=9473 num_leaves=3 num_cat=0 split_feature=14 16 split_gain=1.64204 1.0055 threshold=0.062655000000000016 0.066010000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0051245051822555428 -0.016550090104431557 -0.0015785608897151955 leaf_weight=49.893687238607981 2.0794039345546471 14.526997533338543 leaf_count=1741 78 425 internal_value=0 0.00361293 internal_weight=0 64.4207 internal_count=2244 2166 is_linear=0 shrinkage=0.0224292 Tree=9474 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=1.55167 1.05803 threshold=0.062655000000000016 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5730717716041212e-05 -0.00031536964075221964 0.00020656821681138896 leaf_weight=55.72864517387643 2.0829902298112293 9.2044079382358159 leaf_count=1998 78 168 internal_value=0 6.85838e-05 internal_weight=0 64.9331 internal_count=2244 2166 is_linear=0 shrinkage=0.000439788 Tree=9475 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=1.55947 1.07695 threshold=0.062655000000000016 -0.09194999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018270693419293881 -0.00031733982332566663 4.0465779173476051e-05 leaf_weight=12.820156899020729 2.071328511506862 52.050615291781924 leaf_count=307 78 1859 internal_value=0 6.86218e-05 internal_weight=0 64.8708 internal_count=2244 2166 is_linear=0 shrinkage=0.000439788 Tree=9476 num_leaves=3 num_cat=0 split_feature=376 157 split_gain=1.59517 1.70354 threshold=0.048375000000000008 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015339372262473068 0.00027215384691258566 -5.7719771540677159e-05 leaf_weight=8.5590495010014802 3.5910801543741391 53.498553809356054 leaf_count=269 123 1886 internal_value=0 -2.85646e-05 internal_weight=0 62.0576 internal_count=2278 2155 is_linear=0 shrinkage=0.000439788 Tree=9477 num_leaves=3 num_cat=0 split_feature=376 157 split_gain=1.57176 1.72506 threshold=0.048375000000000008 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0078824302239142892 0.013807002987096728 -0.0029836476398785333 leaf_weight=8.5102120804394854 3.5597648831826509 53.158460750164522 leaf_count=269 123 1886 internal_value=0 -0.00148216 internal_weight=0 61.6687 internal_count=2278 2155 is_linear=0 shrinkage=0.0224292 Tree=9478 num_leaves=3 num_cat=0 split_feature=376 49 split_gain=1.51306 1.66305 threshold=0.048375000000000008 -0.088729999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011323212308538064 0.013608634147810312 -7.5312610954402778e-05 leaf_weight=7.5139575632056212 3.5312514897377687 54.138529995799217 leaf_count=112 123 2043 internal_value=0 -0.00144924 internal_weight=0 61.6525 internal_count=2278 2155 is_linear=0 shrinkage=0.0224292 Tree=9479 num_leaves=3 num_cat=0 split_feature=376 157 split_gain=1.45634 1.65052 threshold=0.048375000000000008 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0077549212855690403 0.013410766094995457 -0.0028843350208004022 leaf_weight=8.4906867863492135 3.5035786809439733 53.154661800066606 leaf_count=269 123 1886 internal_value=0 -0.001417 internal_weight=0 61.6453 internal_count=2278 2155 is_linear=0 shrinkage=0.0224292 Tree=9480 num_leaves=4 num_cat=0 split_feature=42 133 13 split_gain=1.44704 1.76496 0.929012 threshold=0.10258000000000002 0.10357500000000001 0.15196000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5046625035730566e-05 -0.00036756919504411128 0.00033693582613503339 6.8655296004878526e-05 leaf_weight=57.928474722393275 2.6632831744773275 3.9861101180467804 1.4490845683612859 leaf_count=1820 215 189 30 internal_value=0 5.45804e-05 -0.000214249 internal_weight=0 61.9146 4.11237 internal_count=2254 2009 245 is_linear=0 shrinkage=0.000439788 Tree=9481 num_leaves=4 num_cat=0 split_feature=42 133 13 split_gain=1.45508 1.74441 0.941382 threshold=0.10258000000000002 0.10357500000000001 0.15196000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5951144385833119e-05 -0.00036651288941676337 0.00033502910547897005 7.0779554303460304e-05 leaf_weight=58.215774746626266 2.6898643921431349 4.0148433459289654 1.4598759766086002 leaf_count=1820 215 189 30 internal_value=0 5.53432e-05 -0.000213054 internal_weight=0 62.2306 4.14974 internal_count=2254 2009 245 is_linear=0 shrinkage=0.000439788 Tree=9482 num_leaves=4 num_cat=0 split_feature=42 133 13 split_gain=1.50452 1.73995 0.896456 threshold=0.10258000000000002 0.10357500000000001 0.15196000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8361605674195165e-05 -0.00036636890167377856 0.00033710309920477607 6.2453036673735114e-05 leaf_weight=58.192682477351354 2.6706008043965985 4.0136917274649013 1.4442510421504264 leaf_count=1820 215 189 30 internal_value=0 5.77346e-05 -0.000216265 internal_weight=0 62.2064 4.11485 internal_count=2254 2009 245 is_linear=0 shrinkage=0.000439788 Tree=9483 num_leaves=4 num_cat=0 split_feature=42 133 13 split_gain=1.44561 1.79622 0.913284 threshold=0.10258000000000002 0.10357500000000001 0.15196000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018215439969467451 -0.018726551678423402 0.017377954793286823 0.0034245707117979973 leaf_weight=57.616253097444769 2.6379612686214378 3.9742442912247489 1.4378749846946446 leaf_count=1820 215 189 30 internal_value=0 0.00283043 -0.0109325 internal_weight=0 61.5905 4.07584 internal_count=2254 2009 245 is_linear=0 shrinkage=0.0224292 Tree=9484 num_leaves=4 num_cat=0 split_feature=43 484 150 split_gain=1.62424 2.33591 2.15053 threshold=-0.074459999999999985 0.08654000000000002 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001351783427696352 -9.1382404002144645e-05 0.00023412851118225338 -0.00032854512744975059 leaf_weight=21.889325126440102 34.30813538703751 4.8502409276284189 2.1034274233224997 leaf_count=798 1247 109 85 internal_value=0 -5.09695e-05 9.42951e-05 internal_weight=0 39.1584 23.9928 internal_count=2239 1356 883 is_linear=0 shrinkage=0.000439788 Tree=9485 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.64763 2.23974 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023160733213788028 0.023964570560486918 -9.9971300709194194e-05 leaf_weight=1.4729897474171583 1.993128710944801 58.828985511574501 leaf_count=24 43 2172 internal_value=0 0.000695891 internal_weight=0 60.8221 internal_count=2239 2215 is_linear=0 shrinkage=0.0224292 Tree=9486 num_leaves=4 num_cat=0 split_feature=43 484 150 split_gain=1.49185 2.32124 2.14263 threshold=-0.074459999999999985 0.08654000000000002 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013102076700475057 -8.9492605925698237e-05 0.00023566167956870791 -0.00033050494507129885 leaf_weight=21.862457994757282 34.268457501625562 4.8282191697894623 2.1172068831292554 leaf_count=798 1247 109 85 internal_value=0 -4.92425e-05 9.00413e-05 internal_weight=0 39.0967 23.9797 internal_count=2239 1356 883 is_linear=0 shrinkage=0.000439788 Tree=9487 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=1.58239 2.30399 0.446865 threshold=-0.24297999999999997 -0.095594999999999986 -0.14574499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012899987293719714 -0.00018871061456079367 2.8346605856375068e-05 0.00042251811410462433 leaf_weight=2.1517656010182691 11.830171871251876 46.860412150411776 1.9015991924370599 leaf_count=43 276 1785 135 internal_value=0 -1.54524e-05 0.000268037 internal_weight=0 58.6906 4.05336 internal_count=2239 2061 178 is_linear=0 shrinkage=0.000439788 Tree=9488 num_leaves=3 num_cat=0 split_feature=453 1375 split_gain=2.11504 1.43778 threshold=1.0000000180025095e-35 0.060690000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011609867738545299 -0.018445536372967329 0.017123245900778891 leaf_weight=60.320680865954046 2.6567573069332857 2.9601432868248585 leaf_count=2126 59 77 internal_value=0 0.00191261 internal_weight=0 63.2808 internal_count=2262 2203 is_linear=0 shrinkage=0.0224292 Tree=9489 num_leaves=4 num_cat=0 split_feature=15 12 0 split_gain=1.58382 2.24586 1.818 threshold=0.088435000000000014 0.084045000000000022 -0.12280499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002827634057011173 -0.01426440259825258 -0.0067298124349680433 0.011763707160898714 leaf_weight=34.686988468760319 1.5328867667485599 19.198790772093616 10.473886404771518 leaf_count=696 47 1063 456 internal_value=0 -0.000578735 0.00842337 internal_weight=0 53.8858 12.0068 internal_count=2262 1759 503 is_linear=0 shrinkage=0.0224292 Tree=9490 num_leaves=3 num_cat=0 split_feature=453 1375 split_gain=2.03492 1.37784 threshold=1.0000000180025095e-35 0.060690000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011148925566560413 -0.018197337826025492 0.016809338914523207 leaf_weight=60.266334405464477 2.6356155170433331 2.9330651597028909 leaf_count=2126 59 77 internal_value=0 0.00184812 internal_weight=0 63.1994 internal_count=2262 2203 is_linear=0 shrinkage=0.0224292 Tree=9491 num_leaves=3 num_cat=0 split_feature=453 1375 split_gain=1.9579 1.32743 threshold=1.0000000180025095e-35 0.060690000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010899913070587753 -0.017924185250273471 0.016541954639806011 leaf_weight=60.261035294978456 2.6162766403067499 2.914150223017713 leaf_count=2126 59 77 internal_value=0 0.00180754 internal_weight=0 63.1752 internal_count=2262 2203 is_linear=0 shrinkage=0.0224292 Tree=9492 num_leaves=3 num_cat=0 split_feature=401 9 split_gain=1.31566 1.29662 threshold=0.085900000000000018 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016744832897492251 -0.016591700940718036 -0.012246192877372258 leaf_weight=59.547716764312781 2.2241069531428357 3.5486520466147331 leaf_count=2002 192 66 internal_value=0 0.000888092 internal_weight=0 63.0964 internal_count=2260 2068 is_linear=0 shrinkage=0.0224292 Tree=9493 num_leaves=3 num_cat=0 split_feature=401 9 split_gain=1.45086 1.22064 threshold=0.087110000000000007 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2843394574164266e-05 -0.00035231897026861915 -0.00023066126350287147 leaf_weight=60.40281022868794 2.0945227024913029 3.5839067655251702 leaf_count=2009 185 66 internal_value=0 1.80201e-05 internal_weight=0 63.9867 internal_count=2260 2075 is_linear=0 shrinkage=0.000439788 Tree=9494 num_leaves=3 num_cat=0 split_feature=401 9 split_gain=1.27796 1.24729 threshold=0.085900000000000018 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3932464796096996e-05 -0.00031894055259579853 -0.00023263001643395852 leaf_weight=60.217078267751276 2.2224299152912854 3.5789532862690967 leaf_count=2002 192 66 internal_value=0 1.89132e-05 internal_weight=0 63.796 internal_count=2260 2068 is_linear=0 shrinkage=0.000439788 Tree=9495 num_leaves=3 num_cat=0 split_feature=401 10 split_gain=1.30364 1.22757 threshold=0.085900000000000018 -0.011559999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030913100818711427 -0.00032132478952519181 2.9627996607447148e-05 leaf_weight=2.1220554405554131 2.2458799408595942 61.396836362899421 leaf_count=76 192 1992 internal_value=0 1.82212e-05 internal_weight=0 63.5189 internal_count=2260 2068 is_linear=0 shrinkage=0.000439788 Tree=9496 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.9559 1.77683 threshold=0.12879500000000002 -0.089609999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01711140954978755 -0.015489917977190916 0.002659492658081413 leaf_weight=2.3542262893461148 3.3888746657969469 62.822172007244717 leaf_count=47 67 2156 internal_value=0 0.00194055 internal_weight=0 65.1764 internal_count=2270 2203 is_linear=0 shrinkage=0.0224292 Tree=9497 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.8737 1.69918 threshold=0.12879500000000002 -0.089609999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016737146491637 -0.015183711359015565 0.0026005237099021639 leaf_weight=2.3533231667242935 3.3801599618213904 62.806326465336042 leaf_count=47 67 2156 internal_value=0 0.00189742 internal_weight=0 65.1596 internal_count=2270 2203 is_linear=0 shrinkage=0.0224292 Tree=9498 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.90341 1.6064 threshold=0.12879500000000002 -0.089609999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031422268867746387 -0.00029704428795887083 5.2563249551446983e-05 leaf_weight=2.3781164415122467 3.4074064894323319 63.257184630512711 leaf_count=47 67 2156 internal_value=0 3.91862e-05 internal_weight=0 65.6353 internal_count=2270 2203 is_linear=0 shrinkage=0.000439788 Tree=9499 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.79533 1.62303 threshold=0.12879500000000002 -0.089609999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016355806192192717 -0.014881172545932277 0.0025443849856163041 leaf_weight=2.3531333141145288 3.3723827890846669 62.799707043646777 leaf_count=47 67 2156 internal_value=0 0.00185717 internal_weight=0 65.1528 internal_count=2270 2203 is_linear=0 shrinkage=0.0224292 Tree=9500 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=1.20595 2.98534 threshold=0.18621500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4442586448062469e-05 0.00028193536962344023 -0.00041076432418290376 leaf_weight=57.601239903015767 3.0969599492382249 3.1997372681464631 leaf_count=1876 29 337 internal_value=0 1.41746e-06 internal_weight=0 60.801 internal_count=2242 2213 is_linear=0 shrinkage=0.000439788 Tree=9501 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=1.21379 3.00159 threshold=0.18621500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5986745316033271e-05 0.0002845527363824918 -0.00041143799565128165 leaf_weight=57.848669319788542 3.0946831579785785 3.1829154557372012 leaf_count=1876 29 337 internal_value=0 3.05267e-06 internal_weight=0 61.0316 internal_count=2242 2213 is_linear=0 shrinkage=0.000439788 Tree=9502 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=1.14695 2.97541 threshold=0.18621500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012822771886580617 0.014149265742245681 -0.021106616182251469 leaf_weight=56.940219762055449 3.0576486117206505 3.1322523643750619 leaf_count=1876 29 337 internal_value=0 0.000108558 internal_weight=0 60.0725 internal_count=2242 2213 is_linear=0 shrinkage=0.0224292 Tree=9503 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=1.10212 2.87869 threshold=0.18621500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012536654524207792 0.013901118880161378 -0.020899890100837044 leaf_weight=56.933978012154284 3.0429345164448014 3.0929211672660122 leaf_count=1876 29 337 internal_value=0 0.000105908 internal_weight=0 60.0269 internal_count=2242 2213 is_linear=0 shrinkage=0.0224292 Tree=9504 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=1.43075 1.57998 threshold=0.25845500000000005 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0078537491146253892 -0.015309431217826889 0.00031666715858276738 leaf_weight=20.715562696375855 2.262614742855475 43.030709584873648 leaf_count=646 68 1547 internal_value=0 0.0027676 internal_weight=0 63.7463 internal_count=2261 2193 is_linear=0 shrinkage=0.0224292 Tree=9505 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=1.39605 1.41092 threshold=0.25845500000000005 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014800346935676524 -0.00029537136649233616 8.9162373511554474e-06 leaf_weight=20.866452041991579 2.2712998325459912 43.46748709710414 leaf_count=646 68 1547 internal_value=0 5.40591e-05 internal_weight=0 64.3339 internal_count=2261 2193 is_linear=0 shrinkage=0.000439788 Tree=9506 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=1.35414 1.58112 threshold=0.25845500000000005 0.095195000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010903295530792574 -0.00029126445950938238 -3.183112523148334e-05 leaf_weight=39.201844396573051 2.2599349215242901 25.376305332565153 leaf_count=1444 68 749 internal_value=0 5.36867e-05 internal_weight=0 64.5781 internal_count=2261 2193 is_linear=0 shrinkage=0.000439788 Tree=9507 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=1.33789 1.46916 threshold=0.25845500000000005 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014921800447708069 -0.00028937245934404238 7.2114493725380599e-06 leaf_weight=20.854365843553751 2.2624459161352197 43.371668775693252 leaf_count=646 68 1547 internal_value=0 5.3352e-05 internal_weight=0 64.226 internal_count=2261 2193 is_linear=0 shrinkage=0.000439788 Tree=9508 num_leaves=4 num_cat=0 split_feature=2 16 2 split_gain=1.68307 3.58947 2.57855 threshold=0.083055000000000018 -0.17035999999999998 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022685955686414951 0.00046710786640333408 -0.00024340736592069832 1.7729101614718104e-05 leaf_weight=4.2256910022078982 2.5978811273289457 12.053343364606915 43.910800060744123 leaf_count=85 88 483 1567 internal_value=0 -0.000121213 4.30119e-05 internal_weight=0 16.279 46.5087 internal_count=2223 568 1655 is_linear=0 shrinkage=0.000439788 Tree=9509 num_leaves=3 num_cat=0 split_feature=16 150 split_gain=1.6999 2.59503 threshold=-0.51054499999999992 -0.084634999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002162761726249136 0.00031350939540649369 -4.9928048627342814e-05 leaf_weight=6.3190298288245677 4.0750641448466913 52.863439796310786 leaf_count=118 70 2035 internal_value=0 -2.38206e-05 internal_weight=0 56.9385 internal_count=2223 2105 is_linear=0 shrinkage=0.000439788 Tree=9510 num_leaves=3 num_cat=0 split_feature=16 150 split_gain=1.72305 2.64967 threshold=-0.51054499999999992 -0.084634999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00021842220153426618 0.00031577309934724201 -5.0056400603537901e-05 leaf_weight=6.3058404767871243 4.1096795435405502 52.793365782647697 leaf_count=118 70 2035 internal_value=0 -2.35382e-05 internal_weight=0 56.903 internal_count=2223 2105 is_linear=0 shrinkage=0.000439788 Tree=9511 num_leaves=3 num_cat=0 split_feature=16 150 split_gain=1.66859 2.5324 threshold=-0.51054499999999992 -0.084634999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010976971885769843 0.015887467769607221 -0.002559315547093322 leaf_weight=6.2351016746451924 4.0142914868156359 52.153310231976548 leaf_count=118 70 2035 internal_value=0 -0.00123598 internal_weight=0 56.1676 internal_count=2223 2105 is_linear=0 shrinkage=0.0224292 Tree=9512 num_leaves=4 num_cat=0 split_feature=47 47 0 split_gain=1.46154 3.5951 2.5529 threshold=0.088915000000000008 0.10980000000000002 -0.23081999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040668416241344108 -0.00034426482165310953 0.00010361077616653629 3.0998149622426885e-05 leaf_weight=3.7434549548561327 6.4002554208500424 7.5213420253821823 49.907403800522388 leaf_count=46 149 129 1926 internal_value=0 -0.000102483 5.73467e-05 internal_weight=0 13.9216 53.6509 internal_count=2250 278 1972 is_linear=0 shrinkage=0.000439788 Tree=9513 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.41191 1.35382 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038326482240110199 0.00039179224984693971 2.3626532592709576e-05 leaf_weight=1.5816421140189039 1.9731163277101575 63.868244794137127 leaf_count=22 44 2184 internal_value=0 3.477e-05 internal_weight=0 65.8414 internal_count=2250 2228 is_linear=0 shrinkage=0.000439788 Tree=9514 num_leaves=4 num_cat=0 split_feature=47 47 0 split_gain=1.47448 3.63914 2.50146 threshold=0.088915000000000008 0.10980000000000002 -0.23081999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040404779088441524 -0.00034845367029694011 0.00010344240844009903 2.9931313373201088e-05 leaf_weight=3.6973131781414841 6.3768538912536297 7.4607094259008591 49.543402419465565 leaf_count=46 149 129 1926 internal_value=0 -0.000105001 5.60474e-05 internal_weight=0 13.8376 53.2407 internal_count=2250 278 1972 is_linear=0 shrinkage=0.000439788 Tree=9515 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.447 1.33675 threshold=-0.53696499999999991 -0.45122499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020009129190022686 0.019897555821650838 0.0011243691125152337 leaf_weight=1.5643775513162825 1.9484827254891559 63.276172556368465 leaf_count=22 44 2184 internal_value=0 0.00169085 internal_weight=0 65.2247 internal_count=2250 2228 is_linear=0 shrinkage=0.0224292 Tree=9516 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=1.96055 3.47169 3.00821 threshold=-0.10071499999999999 0.092265000000000014 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3356197827076859e-05 -0.00012853638840284575 0.00026653271422139691 0.00027931017333448506 leaf_weight=20.787724966515729 29.252628705158259 5.0250940712503498 10.069620380378181 leaf_count=332 1655 163 125 internal_value=0 -7.05034e-05 8.22627e-05 internal_weight=0 34.2777 30.8573 internal_count=2275 1818 457 is_linear=0 shrinkage=0.000439788 Tree=9517 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=1.48972 3.15063 2.80366 threshold=-0.10071499999999999 0.092265000000000014 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0695482789808038e-05 -0.00011846774757241883 0.00026000677244325657 0.00026405324916621282 leaf_weight=20.72595910941482 28.856702739611592 4.970808009049505 9.8532512743258831 leaf_count=332 1655 163 125 internal_value=0 -6.27372e-05 7.11639e-05 internal_weight=0 33.8275 30.5792 internal_count=2275 1818 457 is_linear=0 shrinkage=0.000439788 Tree=9518 num_leaves=4 num_cat=0 split_feature=3 0 16 split_gain=1.62423 2.6969 1.93455 threshold=-0.10432499999999999 -0.032619999999999989 -0.23454999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017998230897626748 -0.00022895102329761178 -0.018514709679542322 0.00023353736939660003 leaf_weight=4.981122876484732 46.330938085457319 4.4280038057004267 8.0477112042792651 leaf_count=72 1850 135 218 internal_value=0 -0.00183049 0.00704165 internal_weight=0 50.7589 13.0288 internal_count=2275 1985 290 is_linear=0 shrinkage=0.0224292 Tree=9519 num_leaves=4 num_cat=0 split_feature=3 0 16 split_gain=1.61874 2.72261 1.92196 threshold=-0.10432499999999999 -0.10071499999999999 -0.23454999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035146150668693781 6.1753981238143693e-05 -0.00014094689593892459 6.0384258153318665e-06 leaf_weight=5.0177125055870411 26.878940005524779 24.463667274048024 8.1692679899415435 leaf_count=72 377 1608 218 internal_value=0 -3.48452e-05 0.000137792 internal_weight=0 51.3426 13.187 internal_count=2275 1985 290 is_linear=0 shrinkage=0.000439788 Tree=9520 num_leaves=4 num_cat=0 split_feature=12 2 48 split_gain=1.61734 2.83382 1.61055 threshold=0.084045000000000022 0.08826500000000001 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014692853292987151 -0.00020346585016162193 7.0265490166578895e-05 -4.2289562939965552e-05 leaf_weight=26.692698259228564 13.070300077383083 16.565542742220259 12.892429137697034 leaf_count=565 798 742 205 internal_value=0 -5.05115e-05 8.53116e-05 internal_weight=0 29.6358 39.5851 internal_count=2310 1540 770 is_linear=0 shrinkage=0.000439788 Tree=9521 num_leaves=4 num_cat=0 split_feature=12 2 48 split_gain=1.48899 2.6756 1.61115 threshold=0.084045000000000022 0.08826500000000001 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074027679298457561 -0.010134795362212731 0.0035546353868111946 -0.0023193107057726398 leaf_weight=26.295575118980196 12.800311081892007 16.318733630838096 12.709416187826717 leaf_count=565 798 742 205 internal_value=0 -0.00246574 0.00423533 internal_weight=0 29.119 39.005 internal_count=2310 1540 770 is_linear=0 shrinkage=0.0224292 Tree=9522 num_leaves=4 num_cat=0 split_feature=12 2 16 split_gain=1.47803 2.59897 1.55941 threshold=0.084045000000000022 0.08826500000000001 0.16333000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012017088657966719 -0.00019573511791840095 6.8271529009161872e-05 -0.00012362609789485452 leaf_weight=33.176372028990954 12.842798388013763 16.402425821694806 5.9741746859817786 leaf_count=674 798 742 96 internal_value=0 -4.77169e-05 8.29266e-05 internal_weight=0 29.2452 39.1505 internal_count=2310 1540 770 is_linear=0 shrinkage=0.000439788 Tree=9523 num_leaves=4 num_cat=0 split_feature=12 2 48 split_gain=1.4316 2.62082 1.50607 threshold=0.084045000000000022 0.08826500000000001 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014292313878708069 -0.00019444703536682973 7.0603050089055111e-05 -4.0857873520440252e-05 leaf_weight=26.391332272998625 12.827389357788435 16.445413632651253 12.795933349392724 leaf_count=565 798 742 205 internal_value=0 -4.55933e-05 8.29219e-05 internal_weight=0 29.2728 39.1873 internal_count=2310 1540 770 is_linear=0 shrinkage=0.000439788 Tree=9524 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.55622 1.33444 threshold=-0.28298999999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015111679969303991 -0.014831075031435789 0.001965879284213181 leaf_weight=3.0130473198823884 2.4545007628330486 62.537276287656141 leaf_count=88 118 2131 internal_value=0 0.00132735 internal_weight=0 64.9918 internal_count=2337 2249 is_linear=0 shrinkage=0.0224292 Tree=9525 num_leaves=3 num_cat=0 split_feature=43 48 split_gain=1.50211 1.28964 threshold=-0.28298999999999996 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029065329382277772 3.9546895082715361e-05 -0.00025125905094718044 leaf_weight=3.0164240365456854 62.380988022716792 3.0769094412810309 leaf_count=88 2187 62 internal_value=0 2.5808e-05 internal_weight=0 65.4579 internal_count=2337 2249 is_linear=0 shrinkage=0.000439788 Tree=9526 num_leaves=3 num_cat=0 split_feature=43 48 split_gain=1.49203 1.32659 threshold=-0.28298999999999996 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014829674964793137 0.0020122753848982578 -0.013058949757636667 leaf_weight=3.0009175128552661 61.915401124693062 3.0654898493592091 leaf_count=88 2187 62 internal_value=0 0.00129766 internal_weight=0 64.9809 internal_count=2337 2249 is_linear=0 shrinkage=0.0224292 Tree=9527 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.43128 1.28137 threshold=-0.28298999999999996 -0.49071999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01455630414903253 -0.014592037407028953 0.0018936389807956461 leaf_weight=2.9891960677641682 2.4463994656398418 62.520513984982244 leaf_count=88 118 2131 internal_value=0 0.00126875 internal_weight=0 64.9669 internal_count=2337 2249 is_linear=0 shrinkage=0.0224292 Tree=9528 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.40093 1.35134 threshold=0.091040000000000024 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.2620432709730941e-05 -0.00032932088457433595 0.00013555730817930292 leaf_weight=52.161763483289633 2.4365916156516496 13.041982567678131 leaf_count=1601 174 496 internal_value=0 9.04852e-06 internal_weight=0 65.2037 internal_count=2271 2097 is_linear=0 shrinkage=0.000439788 Tree=9529 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.40807 1.28745 threshold=0.091040000000000024 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1856865899064726e-05 -0.00033392967795510618 0.00013271222664063093 leaf_weight=51.717740621540543 2.3784659863440529 13.032882632694962 leaf_count=1601 174 496 internal_value=0 9.28445e-06 internal_weight=0 64.7506 internal_count=2271 2097 is_linear=0 shrinkage=0.000439788 Tree=9530 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.41554 1.30937 threshold=0.091040000000000024 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011359794153852671 -0.017137963923449098 0.0068499413211611238 leaf_weight=51.387533496251535 2.3631809416879141 12.906614373888258 leaf_count=1601 174 496 internal_value=0 0.000468697 internal_weight=0 64.2941 internal_count=2271 2097 is_linear=0 shrinkage=0.0224292 Tree=9531 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.35794 1.25193 threshold=0.091040000000000024 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011104087109415732 -0.01681519051747693 0.0066998220335797503 leaf_weight=51.392161132259162 2.354982289221879 12.900334716566247 leaf_count=1601 174 496 internal_value=0 0.000458243 internal_weight=0 64.2925 internal_count=2271 2097 is_linear=0 shrinkage=0.0224292 Tree=9532 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.54817 1.55883 threshold=-0.51416499999999987 0.148925 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019015446372256019 0.0009098688032944534 0.020087938955196127 leaf_weight=1.8743469639593957 63.114206767095084 2.1877105905732597 leaf_count=48 2192 32 internal_value=0 0.00155805 internal_weight=0 65.3019 internal_count=2272 2224 is_linear=0 shrinkage=0.0224292 Tree=9533 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.46342 1.54469 threshold=-0.51416499999999987 0.148925 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036043170107248482 1.8982762990097957e-05 0.00039276533169102062 leaf_weight=1.8760242930293305 63.532568587110745 2.1939292411479974 leaf_count=48 2192 32 internal_value=0 3.15699e-05 internal_weight=0 65.7265 internal_count=2272 2224 is_linear=0 shrinkage=0.000439788 Tree=9534 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.4829 1.51213 threshold=-0.51416499999999987 0.148925 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018641186137923354 0.00089065652368158104 0.0198958622489908 leaf_weight=1.8683455612772366 63.11767655954668 2.1597895464274179 leaf_count=48 2192 32 internal_value=0 0.0015251 internal_weight=0 65.2775 internal_count=2272 2224 is_linear=0 shrinkage=0.0224292 Tree=9535 num_leaves=3 num_cat=0 split_feature=4 1348 split_gain=1.42172 1.17215 threshold=-0.51416499999999987 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018283348251357832 0.00094319272302869923 0.017968405801393365 leaf_weight=1.8626262139150629 63.162523682058918 2.0830940382202234 leaf_count=48 2180 44 internal_value=0 0.00149185 internal_weight=0 65.2456 internal_count=2272 2224 is_linear=0 shrinkage=0.0224292 Tree=9536 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=1.70298 4.84906 2.28258 threshold=-0.10071499999999999 -0.077944999999999987 0.11932000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063087111311412557 -0.016750212060801104 0.0018544762135808968 -0.0095165448971471361 leaf_weight=23.803903383924993 10.429913200114241 21.639969878934608 5.6601052700061691 leaf_count=346 996 773 98 internal_value=0 -0.00420259 0.00326445 internal_weight=0 32.0699 29.464 internal_count=2213 1769 444 is_linear=0 shrinkage=0.0224292 Tree=9537 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=1.63179 4.70202 2.1788 threshold=-0.10023499999999998 -0.077944999999999987 0.11932000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0061678494716589458 -0.016587536142089403 0.0018134114024100187 -0.0092737453225742381 leaf_weight=23.800328193390218 10.296555867849294 21.634148294544502 5.6783097612715201 leaf_count=352 990 773 98 internal_value=0 -0.00412663 0.00318934 internal_weight=0 31.9307 29.4786 internal_count=2213 1763 450 is_linear=0 shrinkage=0.0224292 Tree=9538 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=1.56343 4.52676 2.08365 threshold=-0.10071499999999999 -0.077944999999999987 0.11932000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060481376700296224 -0.016320129817516578 0.001773243038736021 -0.0090376617616046168 leaf_weight=23.730601111657737 10.232993959452417 21.62848389552164 5.6962454622916985 leaf_count=346 996 773 98 internal_value=0 -0.00404412 0.00312397 internal_weight=0 31.8615 29.4268 internal_count=2213 1769 444 is_linear=0 shrinkage=0.0224292 Tree=9539 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=1.51518 2.42499 0.00676589 threshold=0.18829500000000002 0.14114500000000005 -0.080624999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081609302115795629 -0.017935968656226122 0.020802348200480589 -0.01453844819445935 leaf_weight=55.55085839004596 1.4630263373037453 2.719864171172957 1.4374598080848944 leaf_count=1955 130 21 107 internal_value=0 0.000199459 -0.0163583 internal_weight=0 58.2707 2.90049 internal_count=2213 1976 237 is_linear=0 shrinkage=0.0224292 Tree=9540 num_leaves=4 num_cat=0 split_feature=42 14 3 split_gain=2.27753 2.71979 0.341794 threshold=0.10273000000000002 -0.10708499999999999 -0.052614999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018972803665704616 -0.021488762681390435 0.0036761961500112357 -0.0073942391464793169 leaf_weight=2.7803274190409857 2.1077105389485955 56.593030086459976 1.5085493440128619 leaf_count=71 169 1949 72 internal_value=0 0.00260983 -0.0156788 internal_weight=0 59.3734 3.61626 internal_count=2261 2020 241 is_linear=0 shrinkage=0.0224292 Tree=9541 num_leaves=4 num_cat=0 split_feature=42 15 3 split_gain=2.19199 1.71113 0.338519 threshold=0.10273000000000002 -0.11689999999999999 -0.052614999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073319003897905129 -0.021303387867877926 0.0040178923564018199 -0.0072363896209080751 leaf_weight=7.6561574622498929 2.0788589047642749 51.698764944519326 1.5073128510266531 leaf_count=295 169 1725 72 internal_value=0 0.002552 -0.0154605 internal_weight=0 59.3549 3.58617 internal_count=2261 2020 241 is_linear=0 shrinkage=0.0224292 Tree=9542 num_leaves=4 num_cat=0 split_feature=42 14 1 split_gain=2.15236 2.51421 0.345118 threshold=0.10273000000000002 -0.10708499999999999 0.11421000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035197309184653027 -0.00040851121978926434 7.0297995660042187e-05 -0.00012961505705433806 leaf_weight=2.844968397395859 2.1714420393018368 57.140316939290187 1.4514083671674596 leaf_count=71 178 1949 63 internal_value=0 5.0165e-05 -0.000298043 internal_weight=0 59.9853 3.62285 internal_count=2261 2020 241 is_linear=0 shrinkage=0.000439788 Tree=9543 num_leaves=3 num_cat=0 split_feature=14 4 split_gain=1.95885 1.91271 threshold=-0.10708499999999999 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030250272411484741 -0.00032914852475345469 6.5209661011970236e-05 leaf_weight=3.2093999724711457 2.4615390090475548 58.098045634424352 leaf_count=92 115 2054 internal_value=0 4.90817e-05 internal_weight=0 60.5596 internal_count=2261 2169 is_linear=0 shrinkage=0.000439788 Tree=9544 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=1.81532 1.87395 threshold=0.41592000000000007 -0.083839999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003215611258017045 0.020376327953000629 -0.0047162286542252047 leaf_weight=26.514470429451194 1.9954176536994044 34.409035150558566 leaf_count=785 15 1443 internal_value=0 -0.00126429 internal_weight=0 60.9235 internal_count=2243 2228 is_linear=0 shrinkage=0.0224292 Tree=9545 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.77251 1.87355 threshold=0.41592000000000007 -0.010339999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.5925010515481637e-05 0.0003973185206301486 -9.7064462503571727e-05 leaf_weight=30.199631320061599 1.9894594290672092 31.729840105617768 leaf_count=1385 15 843 internal_value=0 -2.24656e-05 internal_weight=0 61.9295 internal_count=2243 2228 is_linear=0 shrinkage=0.000439788 Tree=9546 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.74889 1.83062 threshold=0.41592000000000007 -0.010339999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002768651714268754 0.020096879893928683 -0.0050081209065190044 leaf_weight=29.570179343165137 1.9779132182229648 31.355585740330753 leaf_count=1385 15 843 internal_value=0 -0.001234 internal_weight=0 60.9258 internal_count=2243 2228 is_linear=0 shrinkage=0.0224292 Tree=9547 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=1.62647 1.80726 threshold=0.41592000000000007 -0.083839999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.509617533302192e-05 0.00038492191084864606 -8.6450756888832589e-05 leaf_weight=26.856839805237541 1.9534735047709535 35.076417313936417 leaf_count=785 15 1443 internal_value=0 -2.07339e-05 internal_weight=0 61.9333 internal_count=2243 2228 is_linear=0 shrinkage=0.000439788 Tree=9548 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.59428 3.13163 1.56455 threshold=-0.076519999999999991 0.087235000000000021 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038676733616882786 -0.0005930167622288159 -0.014814583589374252 0.025158399222570908 leaf_weight=19.452401998391455 35.689166415936825 9.9456664355457161 1.8889368979162089 leaf_count=740 1291 257 36 internal_value=0 -0.00369737 0.00577293 internal_weight=0 45.6348 21.3413 internal_count=2324 1548 776 is_linear=0 shrinkage=0.0224292 Tree=9549 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.49327 3.02262 1.50279 threshold=-0.076519999999999991 0.087235000000000021 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.4959222878703759e-05 -1.0709311447002145e-05 -0.00028414982075795913 0.00048484841837309991 leaf_weight=19.594404939365408 35.909099740679494 9.976790315777178 1.8799880424116953 leaf_count=740 1291 257 36 internal_value=0 -7.02559e-05 0.000111242 internal_weight=0 45.8859 21.4744 internal_count=2324 1548 776 is_linear=0 shrinkage=0.000439788 Tree=9550 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.37407 2.94051 1.43111 threshold=-0.076519999999999991 0.087235000000000021 -0.077814999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.369207361958982e-05 -9.1611225491305242e-06 -0.00027832813980684237 0.00047267754279312334 leaf_weight=19.703431744866979 36.151701409176212 10.00864653208191 1.88952993731118 leaf_count=735 1291 257 41 internal_value=0 -6.76138e-05 0.000108993 internal_weight=0 46.1603 21.593 internal_count=2324 1548 776 is_linear=0 shrinkage=0.000439788 Tree=9551 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.45955 3.03898 1.50282 threshold=-0.076519999999999991 0.087235000000000021 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6014142927319103e-05 -8.189821327811283e-06 -0.00028221078322840891 0.00048522478334474695 leaf_weight=19.622147395303958 35.982201796382242 9.9857434356017603 1.8867178423524809 leaf_count=740 1291 257 36 internal_value=0 -6.78086e-05 0.000112308 internal_weight=0 45.9679 21.5089 internal_count=2324 1548 776 is_linear=0 shrinkage=0.000439788 Tree=9552 num_leaves=4 num_cat=0 split_feature=13 2 13 split_gain=1.68164 2.63906 1.52559 threshold=-0.017449999999999997 0.089765000000000025 -0.010339999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015794800440772479 0.016830798094672122 -0.00052357321088518545 -0.0001252303659010698 leaf_weight=9.2551255023113317 2.8806534354353053 14.745531054159526 33.603942623814191 leaf_count=744 125 579 854 internal_value=0 -0.00642033 0.00122164 internal_weight=0 24.0007 36.4846 internal_count=2302 1323 979 is_linear=0 shrinkage=0.0224292 Tree=9553 num_leaves=4 num_cat=0 split_feature=12 2 4 split_gain=1.70323 2.20877 1.7718 threshold=0.079705000000000012 0.086210000000000023 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015164537500494003 -0.00026882332151088477 -2.0290706348492501e-05 -5.9889068613485494e-05 leaf_weight=14.446599908253122 10.612201281134732 19.802134745224521 16.258380819164813 leaf_count=234 725 985 358 internal_value=0 -0.000107123 3.96696e-05 internal_weight=0 30.4143 30.705 internal_count=2302 1710 592 is_linear=0 shrinkage=0.000439788 Tree=9554 num_leaves=4 num_cat=0 split_feature=13 2 13 split_gain=1.61252 2.54735 1.4693 threshold=-0.017449999999999997 0.089765000000000025 -0.010339999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015543369485630214 0.016574792200956118 -0.00051081741728593313 -0.00011955063944997303 leaf_weight=9.1953544443183564 2.860247235183123 14.749799327420531 33.610750821286729 leaf_count=744 125 579 854 internal_value=0 -0.00629136 0.00119769 internal_weight=0 23.9452 36.471 internal_count=2302 1323 979 is_linear=0 shrinkage=0.0224292 Tree=9555 num_leaves=4 num_cat=0 split_feature=12 2 4 split_gain=1.59872 2.18867 1.76408 threshold=0.079705000000000012 0.086635000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014977786254513113 -0.00026259743375497285 -1.6301530375353921e-05 -6.122660929819355e-05 leaf_weight=14.43948977639957 10.837784116191871 19.541705769454211 16.289716159659292 leaf_count=234 761 949 358 internal_value=0 -0.000104277 3.79547e-05 internal_weight=0 30.3795 30.7292 internal_count=2302 1710 592 is_linear=0 shrinkage=0.000439788 Tree=9556 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.51977 1.30028 threshold=-0.20907999999999996 0.14114500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031959456410206311 1.8177102980806783e-05 0.00026643096935594676 leaf_weight=2.402023585962751 58.54295868590475 4.3676677506955448 leaf_count=228 1886 104 internal_value=0 3.54881e-05 internal_weight=0 62.9106 internal_count=2218 1990 is_linear=0 shrinkage=0.000439788 Tree=9557 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.4857 1.29506 threshold=-0.20907999999999996 0.14114500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003184573478712661 1.583070829224083e-05 0.00026408485129400831 leaf_weight=2.395140219977292 58.362736557688777 4.3496915538198655 leaf_count=228 1886 104 internal_value=0 3.31246e-05 internal_weight=0 62.7124 internal_count=2218 1990 is_linear=0 shrinkage=0.000439788 Tree=9558 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.50501 1.29473 threshold=-0.20907999999999996 0.14114500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032024233542729579 1.5585060727250198e-05 0.00026364978959637941 leaf_weight=2.4053245679533566 58.302024395955186 4.3560271543974514 leaf_count=228 1886 104 internal_value=0 3.29057e-05 internal_weight=0 62.6581 internal_count=2218 1990 is_linear=0 shrinkage=0.000439788 Tree=9559 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.51004 1.26784 threshold=-0.20907999999999996 0.14114500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032045344511193814 1.617129013032385e-05 0.00026182491618486985 leaf_weight=2.4052145289356295 58.338113366259677 4.3489856287924331 leaf_count=228 1886 104 internal_value=0 3.32883e-05 internal_weight=0 62.6871 internal_count=2218 1990 is_linear=0 shrinkage=0.000439788 Tree=9560 num_leaves=3 num_cat=0 split_feature=10 3 split_gain=1.46122 1.39396 threshold=-0.0026549999999999994 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015343193379906616 -0.00069516517685849993 0.016020327738889409 leaf_weight=3.264225834658645 60.620176853043859 2.5990861640530047 leaf_count=104 2085 90 internal_value=0 -3.32445e-06 internal_weight=0 63.2193 internal_count=2279 2175 is_linear=0 shrinkage=0.0224292 Tree=9561 num_leaves=3 num_cat=0 split_feature=10 160 split_gain=1.42687 1.46903 threshold=-0.0026549999999999994 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029928916343342033 -0.00042537706914681556 1.296505451628236e-05 leaf_weight=3.2775570995181615 1.4954970360656705 62.457826604268803 leaf_count=104 181 1994 internal_value=0 2.59089e-06 internal_weight=0 63.9533 internal_count=2279 2175 is_linear=0 shrinkage=0.000439788 Tree=9562 num_leaves=3 num_cat=0 split_feature=10 3 split_gain=1.40103 1.34873 threshold=-0.0026549999999999994 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015049938826247141 -0.00067701581352309762 0.015856616127006951 leaf_weight=3.253609794923249 60.635438845180943 2.5688978859816407 leaf_count=104 2085 90 internal_value=0 -4.31979e-07 internal_weight=0 63.2043 internal_count=2279 2175 is_linear=0 shrinkage=0.0224292 Tree=9563 num_leaves=3 num_cat=0 split_feature=3 480 split_gain=1.3608 1.24809 threshold=0.18307500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3966768217211175e-05 0.00031834218198799374 -0.00032294918653480242 leaf_weight=61.937987085826308 2.7307992756595914 2.1831211491416971 leaf_count=1985 110 184 internal_value=0 2.40313e-06 internal_weight=0 64.1211 internal_count=2279 2169 is_linear=0 shrinkage=0.000439788 Tree=9564 num_leaves=3 num_cat=0 split_feature=484 4 split_gain=1.24195 1.26505 threshold=-0.082244999999999985 0.50500500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015239471012111785 0.00098237218887773292 0.01835809605395727 leaf_weight=2.2678542734520297 60.468513114447887 2.1650886440584136 leaf_count=214 1930 125 internal_value=0 0.00158842 internal_weight=0 62.6336 internal_count=2269 2055 is_linear=0 shrinkage=0.0224292 Tree=9565 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.19476 1.58844 threshold=-0.082244999999999985 -0.24124999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029256159295120544 0.00029039751371824087 1.3256071710793838e-05 leaf_weight=2.2524654665667176 4.2723496963753851 58.926278878257108 leaf_count=214 177 1878 internal_value=0 3.20734e-05 internal_weight=0 63.1986 internal_count=2269 2055 is_linear=0 shrinkage=0.000439788 Tree=9566 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.2021 1.62117 threshold=-0.082244999999999985 -0.24124999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029361509919177665 0.00029167700167675591 1.2034952490042622e-05 leaf_weight=2.2665038426421225 4.2830572911298068 59.014318086780804 leaf_count=214 177 1878 internal_value=0 3.10394e-05 internal_weight=0 63.2974 internal_count=2269 2055 is_linear=0 shrinkage=0.000439788 Tree=9567 num_leaves=3 num_cat=0 split_feature=484 15 split_gain=1.22247 1.59636 threshold=-0.082244999999999985 -0.24124999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029701995292864461 0.00029005000158157008 1.2073545952033151e-05 leaf_weight=2.2587698362003712 4.2673420681130656 58.96364426422133 leaf_count=214 177 1878 internal_value=0 3.09156e-05 internal_weight=0 63.231 internal_count=2269 2055 is_linear=0 shrinkage=0.000439788 Tree=9568 num_leaves=3 num_cat=0 split_feature=124 1373 split_gain=1.42369 1.76391 threshold=-0.087944999999999982 0.078175000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017739566623564785 0.002512857596590205 -0.018281935589594848 leaf_weight=1.908043039487892 62.07950786276615 2.1032823161804108 leaf_count=50 2142 59 internal_value=0 0.00182617 internal_weight=0 64.1828 internal_count=2251 2201 is_linear=0 shrinkage=0.0224292 Tree=9569 num_leaves=3 num_cat=0 split_feature=1373 2 split_gain=1.34053 1.45434 threshold=0.085770000000000013 0.13754500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2238194317707829e-05 -0.00031816539118224374 0.00032283665929333765 leaf_weight=61.214125187078707 2.0975409759557797 3.2609899104063507 leaf_count=2064 45 142 internal_value=0 3.75328e-05 internal_weight=0 64.4751 internal_count=2251 2206 is_linear=0 shrinkage=0.000439788 Tree=9570 num_leaves=3 num_cat=0 split_feature=1373 124 split_gain=1.34216 1.62196 threshold=0.085770000000000013 -0.087944999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003678508075779866 -0.00031832466876924369 4.899018216773467e-05 leaf_weight=1.8400463875332196 2.104770440113497 62.685716563692949 leaf_count=49 45 2157 internal_value=0 3.69981e-05 internal_weight=0 64.5258 internal_count=2251 2206 is_linear=0 shrinkage=0.000439788 Tree=9571 num_leaves=3 num_cat=0 split_feature=124 1373 split_gain=1.35673 1.68949 threshold=-0.087944999999999982 0.078175000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017297675695833022 0.002458293122049135 -0.017937091928849184 leaf_weight=1.9111143515892752 62.08131502582205 2.0938237650261717 leaf_count=50 2142 59 internal_value=0 0.00178772 internal_weight=0 64.1751 internal_count=2251 2201 is_linear=0 shrinkage=0.0224292 Tree=9572 num_leaves=4 num_cat=0 split_feature=51 1 43 split_gain=2.15905 2.14532 1.64866 threshold=0.089530000000000012 0.094435000000000005 0.076795000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5311049933265449e-06 -0.00057222530721040543 -6.8281810783079041e-05 0.00021237832395275345 leaf_weight=46.588495684422014 2.2187669389390958 6.0776919990748866 8.6525309660100884 leaf_count=1712 164 132 213 internal_value=0 -0.000204059 3.63054e-05 internal_weight=0 8.29646 55.241 internal_count=2221 296 1925 is_linear=0 shrinkage=0.000439788 Tree=9573 num_leaves=4 num_cat=0 split_feature=51 1 43 split_gain=2.17151 2.09743 1.61197 threshold=0.089530000000000012 0.094435000000000005 0.076795000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013616651537308997 -0.029221710622117147 -0.0036705072288626796 0.010732065425452724 leaf_weight=46.06847488063454 2.1966341318773157 5.9987589095071598 8.5469160561704012 leaf_count=1712 164 132 213 internal_value=0 -0.0105711 0.00179752 internal_weight=0 8.19539 54.6154 internal_count=2221 296 1925 is_linear=0 shrinkage=0.0224292 Tree=9574 num_leaves=4 num_cat=0 split_feature=43 4 0 split_gain=1.92724 1.31801 1.17255 threshold=0.076795000000000016 -0.35136499999999998 0.045760000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011723741560332636 0.0025667553918242124 -0.00021018368374642413 0.019162593387784452 leaf_weight=5.5576395339739966 4.7989405342909759 48.524565267445951 3.8589426591188385 leaf_count=157 214 1820 30 internal_value=0 -0.00139707 0.00998965 internal_weight=0 54.0822 8.65788 internal_count=2221 1977 244 is_linear=0 shrinkage=0.0224292 Tree=9575 num_leaves=4 num_cat=0 split_feature=51 1 43 split_gain=2.07078 2.07198 1.50075 threshold=0.089530000000000012 0.094435000000000005 0.095525000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041441873912933597 -0.029123228348797776 -0.003546817002545926 0.012110418000299364 leaf_weight=48.325106392718226 2.1539849744810891 5.9987947299723601 6.2117331939100486 leaf_count=1736 164 132 189 internal_value=0 -0.0103564 0.00175036 internal_weight=0 8.15278 54.5368 internal_count=2221 296 1925 is_linear=0 shrinkage=0.0224292 Tree=9576 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.86306 1.47786 threshold=-0.38049499999999997 0.24813000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014973810366971924 0.00085350046656724717 -0.015796544840559128 leaf_weight=4.5215030105446194 57.141392749245597 2.794761208363524 leaf_count=106 2058 74 internal_value=0 7.23429e-05 internal_weight=0 59.9362 internal_count=2238 2132 is_linear=0 shrinkage=0.0224292 Tree=9577 num_leaves=3 num_cat=0 split_feature=13 51 split_gain=1.79833 1.4501 threshold=-0.38049499999999997 -0.10593999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014771622963218777 -0.012492164361210787 0.0010389689424094883 leaf_weight=4.4813087019483637 4.2723923980036025 55.653471104719529 leaf_count=106 224 1908 internal_value=0 7.06003e-05 internal_weight=0 59.9259 internal_count=2238 2132 is_linear=0 shrinkage=0.0224292 Tree=9578 num_leaves=3 num_cat=0 split_feature=151 48 split_gain=1.70104 1.66898 threshold=-0.28286499999999998 0.095425000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020858520613598122 0.00010330937479327813 0.010180626952658547 leaf_weight=1.7121431784132699 52.858510259276954 9.7817487554020754 leaf_count=53 1979 206 internal_value=0 0.00167958 internal_weight=0 62.6403 internal_count=2238 2185 is_linear=0 shrinkage=0.0224292 Tree=9579 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.79257 1.40637 threshold=-0.38049499999999997 0.24813000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028793454945236072 1.4819541987902819e-05 -0.00030349441464380515 leaf_weight=4.4726705832599682 57.318593190765796 2.7973531714114861 leaf_count=106 2058 74 internal_value=0 -8.4086e-08 internal_weight=0 60.1159 internal_count=2238 2132 is_linear=0 shrinkage=0.000439788 Tree=9580 num_leaves=4 num_cat=0 split_feature=2 12 457 split_gain=2.19297 2.99349 1.35563 threshold=0.08826500000000001 0.10115500000000001 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081610398835767674 0.020222968455515085 0.011679243274242895 0.0028584803996867837 leaf_weight=20.775929527021621 2.3878540284931651 4.6705838113866767 37.743317243466208 leaf_count=1036 28 92 1158 internal_value=0 -0.00451343 0.00390081 internal_weight=0 25.4465 40.1312 internal_count=2314 1128 1186 is_linear=0 shrinkage=0.0224292 Tree=9581 num_leaves=4 num_cat=0 split_feature=2 12 457 split_gain=2.0989 2.86658 1.31527 threshold=0.08826500000000001 0.10115500000000001 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0079904775592019618 0.019985670607398812 0.011447089726865348 0.0027960784365129898 leaf_weight=20.744243122568609 2.3625268494943148 4.6589443751508943 37.720897423056613 leaf_count=1036 28 92 1158 internal_value=0 -0.00441971 0.00381827 internal_weight=0 25.4032 40.0834 internal_count=2314 1128 1186 is_linear=0 shrinkage=0.0224292 Tree=9582 num_leaves=4 num_cat=0 split_feature=2 12 457 split_gain=2.09586 2.71136 1.2977 threshold=0.08826500000000001 0.10115500000000001 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015298382652782143 0.00039043730721117982 0.00021667775574804682 5.6097912108095129e-05 leaf_weight=20.843337726942313 2.3678368217661037 4.6851601891248711 38.123053114787581 leaf_count=1036 28 92 1158 internal_value=0 -8.50298e-05 7.58243e-05 internal_weight=0 25.5285 40.4909 internal_count=2314 1128 1186 is_linear=0 shrinkage=0.000439788 Tree=9583 num_leaves=4 num_cat=0 split_feature=2 12 457 split_gain=2.00873 2.74193 1.27554 threshold=0.08826500000000001 0.10115500000000001 -0.098834999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007819452754467781 0.019747641282040578 0.011211081126970225 0.0027362609628960467 leaf_weight=20.715644993127174 2.3378165815374805 4.6481861562115219 37.706861464942676 leaf_count=1036 28 92 1158 internal_value=0 -0.0043261 0.00373833 internal_weight=0 25.3638 40.0447 internal_count=2314 1128 1186 is_linear=0 shrinkage=0.0224292 Tree=9584 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=1.36611 1.33778 threshold=-0.45122499999999993 0.12796000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017177084354574965 -0.00076873269191606464 0.010265303008236516 leaf_weight=2.4915628624694355 56.786041388850208 6.1044871737212807 leaf_count=57 2064 150 internal_value=0 0.000305079 internal_weight=0 62.8905 internal_count=2271 2214 is_linear=0 shrinkage=0.0224292 Tree=9585 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=1.32053 1.28263 threshold=-0.45122499999999993 0.12796000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016967658743235879 -0.00075147196830980981 0.010068411729181815 leaf_weight=2.4662653288651191 56.787869894664254 6.0848641809752726 leaf_count=57 2064 150 internal_value=0 0.000298422 internal_weight=0 62.8727 internal_count=2271 2214 is_linear=0 shrinkage=0.0224292 Tree=9586 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=1.34566 1.24647 threshold=-0.45122499999999993 0.12796000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033387910176430226 -1.4344026810963462e-05 0.00019421573695160271 leaf_weight=2.4956282266939516 57.245300199510439 6.1173971787429755 leaf_count=57 2064 150 internal_value=0 5.84395e-06 internal_weight=0 63.3627 internal_count=2271 2214 is_linear=0 shrinkage=0.000439788 Tree=9587 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=1.27672 1.22898 threshold=-0.45122499999999993 0.12796000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016759220859496497 -0.00073421301553083513 0.0098713216185123825 leaf_weight=2.442188784147219 56.798539131978032 6.0664194367418522 leaf_count=57 2064 150 internal_value=0 0.000291899 internal_weight=0 62.865 internal_count=2271 2214 is_linear=0 shrinkage=0.0224292 Tree=9588 num_leaves=4 num_cat=0 split_feature=2 159 48 split_gain=2.52035 3.05095 2.52373 threshold=0.084025000000000016 -0.22563499999999997 -0.086624999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019824267037947593 -0.020428689116509455 -0.011049342618328703 0.0029761374274866197 leaf_weight=1.764135255296426 2.4297263542248393 16.719271922680491 43.30923408593867 leaf_count=49 41 633 1538 internal_value=0 -0.00808522 0.00172483 internal_weight=0 18.4834 45.739 internal_count=2261 682 1579 is_linear=0 shrinkage=0.0224292 Tree=9589 num_leaves=4 num_cat=0 split_feature=2 159 48 split_gain=2.41407 2.92741 2.41517 threshold=0.084025000000000016 -0.22563499999999997 -0.088899999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01950331878315735 -0.02058512646769595 -0.010824582967365503 0.0028785920824050551 leaf_weight=1.7533837010341837 2.306066960329189 16.684437803829496 43.408724880447153 leaf_count=49 36 633 1543 internal_value=0 -0.0079233 0.00168687 internal_weight=0 18.4378 45.7148 internal_count=2261 682 1579 is_linear=0 shrinkage=0.0224292 Tree=9590 num_leaves=4 num_cat=0 split_feature=2 131 2 split_gain=2.31209 2.80905 1.71273 threshold=0.084025000000000016 0.098515000000000005 0.084395000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010831680197508572 0.025377564960695535 0.017190536000093324 0.00085491198248886866 leaf_weight=16.389878586956915 1.4617364866408014 2.0040623171371399 44.230795209806956 leaf_count=600 35 82 1544 internal_value=0 -0.00776394 0.00164968 internal_weight=0 18.3939 45.6925 internal_count=2261 682 1579 is_linear=0 shrinkage=0.0224292 Tree=9591 num_leaves=4 num_cat=0 split_feature=2 159 48 split_gain=2.23166 2.81915 2.27193 threshold=0.084025000000000016 -0.22563499999999997 -0.088899999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000365783605100309 -0.0004042122716669785 -0.00021899235275010288 3.8474251370488638e-05 leaf_weight=1.742376897054785 2.3443619738100088 16.972496059628611 43.724843465588719 leaf_count=49 36 633 1543 internal_value=0 -0.000164232 1.57888e-05 internal_weight=0 18.7149 46.0692 internal_count=2261 682 1579 is_linear=0 shrinkage=0.000439788 Tree=9592 num_leaves=4 num_cat=0 split_feature=4 12 4 split_gain=1.40245 1.69685 1.58148 threshold=-0.084044999999999995 0.098285000000000011 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012371998472141382 0.02106235398752623 0.0075497996329251362 -0.00011207870310727633 leaf_weight=9.3819139154638815 1.8214600707676698 2.7748178873112002 49.41336085254602 leaf_count=402 80 59 1711 internal_value=0 -0.00782007 0.000648263 internal_weight=0 12.1567 51.2348 internal_count=2252 461 1791 is_linear=0 shrinkage=0.0224292 Tree=9593 num_leaves=4 num_cat=0 split_feature=4 12 52 split_gain=1.3262 1.62625 1.5332 threshold=-0.084044999999999995 0.098285000000000011 0.0035300000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023528684506911982 -3.0236978252641456e-05 0.0001464455733283088 0.00014660917515399788 leaf_weight=9.4417848075099737 39.029147089220487 2.7823154119946585 12.503768898388897 leaf_count=402 1159 59 632 internal_value=0 -0.000148308 1.27108e-05 internal_weight=0 12.2241 51.5329 internal_count=2252 461 1791 is_linear=0 shrinkage=0.000439788 Tree=9594 num_leaves=4 num_cat=0 split_feature=4 12 52 split_gain=1.34131 1.62341 1.54698 threshold=-0.084044999999999995 0.098285000000000011 0.0035300000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012109129810547965 -0.0015682653622049632 0.0073914223440709479 0.007525928802413975 leaf_weight=9.3668053313285764 38.845647891399267 2.7707196840951829 12.397096993742705 leaf_count=402 1159 59 632 internal_value=0 -0.00765298 0.000633865 internal_weight=0 12.1375 51.2427 internal_count=2252 461 1791 is_linear=0 shrinkage=0.0224292 Tree=9595 num_leaves=4 num_cat=0 split_feature=4 12 4 split_gain=1.28407 1.55429 1.49263 threshold=-0.084044999999999995 0.098285000000000011 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011857762683611149 0.020448989622353524 0.0072375343413328295 -0.00011897382150954782 leaf_weight=9.351406014769962 1.8220292376411169 2.7666187603467725 49.41505596539082 leaf_count=402 80 59 1711 internal_value=0 -0.00749366 0.000619782 internal_weight=0 12.118 51.2371 internal_count=2252 461 1791 is_linear=0 shrinkage=0.0224292 Tree=9596 num_leaves=3 num_cat=0 split_feature=15 150 split_gain=1.60653 1.29767 threshold=0.22558500000000004 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019070649133131036 -0.019146829695847072 0.0006947254275687535 leaf_weight=1.9761696807108808 1.9810175299644459 62.301483682465459 leaf_count=20 23 2261 internal_value=0 0.00126517 internal_weight=0 64.2777 internal_count=2304 2281 is_linear=0 shrinkage=0.0224292 Tree=9597 num_leaves=3 num_cat=0 split_feature=15 147 split_gain=1.54509 1.29406 threshold=0.22558500000000004 0.090115000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005846129786177697 -0.018842513995408254 0.016757037876294022 leaf_weight=61.680225309168009 1.9683150476776052 2.574712799396365 leaf_count=2214 23 67 internal_value=0 0.00123743 internal_weight=0 64.2549 internal_count=2304 2281 is_linear=0 shrinkage=0.0224292 Tree=9598 num_leaves=4 num_cat=0 split_feature=12 43 14 split_gain=1.36604 1.74321 1.38011 threshold=0.092355000000000007 -0.15648499999999999 -0.23083499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014680012895620528 0.007138825091070688 -0.011027298524173647 0.0029900978232034465 leaf_weight=2.3065424151009202 3.6947806942634989 9.3469273095397494 50.833526844086009 leaf_count=77 94 605 1528 internal_value=0 -0.00587783 0.00221813 internal_weight=0 13.0417 53.1401 internal_count=2304 699 1605 is_linear=0 shrinkage=0.0224292 Tree=9599 num_leaves=4 num_cat=0 split_feature=12 52 43 split_gain=1.32136 1.66659 1.64546 threshold=0.092355000000000007 0.17002500000000001 -0.15648499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2618448137198305e-05 0.00013554630239316536 -0.00026833000632100356 -0.00021038708140328093 leaf_weight=50.254382443080431 3.6930674383047508 3.107309518082956 9.3838641595862082 leaf_count=1451 94 154 605 internal_value=0 4.32579e-05 -0.000112637 internal_weight=0 53.3617 13.0769 internal_count=2304 1605 699 is_linear=0 shrinkage=0.000439788 Tree=9600 num_leaves=4 num_cat=0 split_feature=43 2 4 split_gain=1.8599 2.73488 1.3792 threshold=0.090280000000000013 0.092320000000000013 -0.42305999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016864993033347084 -0.00059574622469951819 2.3459228101067223e-05 8.1859716855824216e-05 leaf_weight=4.5851653057034119 2.1004882447432456 3.9478390164204029 55.546514960695959 leaf_count=137 105 122 1936 internal_value=0 -0.000192779 6.27104e-05 internal_weight=0 6.04833 60.1317 internal_count=2300 227 2073 is_linear=0 shrinkage=0.000439788 Tree=9601 num_leaves=4 num_cat=0 split_feature=43 2 4 split_gain=1.77975 2.75066 1.34384 threshold=0.090280000000000013 0.092320000000000013 -0.42305999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085602986590591068 -0.030430232807219022 0.0014473885860409347 0.0041131421883143261 leaf_weight=4.5417327711184035 2.0737430989829582 3.8934585309707472 54.752340925930412 leaf_count=137 105 122 1936 internal_value=0 -0.00969255 0.00313995 internal_weight=0 5.9672 59.2941 internal_count=2300 227 2073 is_linear=0 shrinkage=0.0224292 Tree=9602 num_leaves=4 num_cat=0 split_feature=43 2 4 split_gain=1.70813 2.68452 1.2851 threshold=0.090280000000000013 0.092320000000000013 -0.42305999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083746006937572229 -0.030244427243470713 0.0014154140301778366 0.0040227088762934014 leaf_weight=4.5387721464212509 2.0401815191471533 3.8925537691134195 54.728261133150681 leaf_count=137 105 122 1936 internal_value=0 -0.00953403 0.00307091 internal_weight=0 5.93274 59.267 internal_count=2300 227 2073 is_linear=0 shrinkage=0.0224292 Tree=9603 num_leaves=4 num_cat=0 split_feature=43 2 4 split_gain=1.64627 2.62306 1.25467 threshold=0.090280000000000013 0.092320000000000013 -0.42305999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016223779729648716 -0.0005888178540222681 2.6669756213812959e-05 7.7278262370917053e-05 leaf_weight=4.5647990661964277 2.0156221011529842 3.91356580245224 54.979617306688169 leaf_count=137 105 122 1936 internal_value=0 -0.000183783 5.88703e-05 internal_weight=0 5.92919 59.5444 internal_count=2300 227 2073 is_linear=0 shrinkage=0.000439788 Tree=9604 num_leaves=4 num_cat=0 split_feature=403 12 43 split_gain=1.49647 1.70561 0.856645 threshold=0.092660000000000006 0.084045000000000022 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018844637846568931 -0.00051985046843758742 -0.0059317974346141771 0.018797177921711171 leaf_weight=36.944457586203498 1.8212478608929812 22.632911857691397 3.1327675934189747 leaf_count=724 100 1340 82 internal_value=0 -0.00108581 0.0117209 internal_weight=0 59.5774 4.95402 internal_count=2246 2064 182 is_linear=0 shrinkage=0.0224292 Tree=9605 num_leaves=4 num_cat=0 split_feature=403 12 3 split_gain=1.40145 1.68293 0.863612 threshold=0.092660000000000006 0.084045000000000022 -0.078904999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9861330726742538e-05 5.2113609597783196e-05 -0.00011166041773686952 0.00041911676943661358 leaf_weight=37.261461487356428 2.6453672142779396 22.859610211489553 2.3258774790647285 leaf_count=724 109 1340 73 internal_value=0 -1.77684e-05 0.000224769 internal_weight=0 60.1211 4.97124 internal_count=2246 2064 182 is_linear=0 shrinkage=0.000439788 Tree=9606 num_leaves=4 num_cat=0 split_feature=403 12 3 split_gain=1.4318 1.6306 0.845763 threshold=0.092660000000000006 0.084045000000000022 -0.078904999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018457740979532981 0.0027738244798966496 -0.005798089609219687 0.021354820420345342 leaf_weight=36.936159438964751 2.6395813522958633 22.622592185055055 2.3034246233492004 leaf_count=724 109 1340 73 internal_value=0 -0.00105857 0.0114814 internal_weight=0 59.5588 4.94301 internal_count=2246 2064 182 is_linear=0 shrinkage=0.0224292 Tree=9607 num_leaves=4 num_cat=0 split_feature=403 12 3 split_gain=1.33681 1.58486 0.810763 threshold=0.092660000000000006 0.084045000000000022 -0.078904999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6887474857478745e-05 5.1619150961781035e-05 -0.00011042673206839933 0.00040850091540607544 leaf_weight=37.150315419630715 2.6423149704842217 22.764625996892619 2.2968516882810937 leaf_count=724 109 1340 73 internal_value=0 -1.91018e-05 0.000218513 internal_weight=0 59.9149 4.93917 internal_count=2246 2064 182 is_linear=0 shrinkage=0.000439788 Tree=9608 num_leaves=4 num_cat=0 split_feature=16 14 43 split_gain=1.98818 1.53098 0.575408 threshold=0.3935300000000001 -0.10708499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029369663036043077 -0.00050875468351572778 1.9194851886903995e-05 -0.00014440855407124053 leaf_weight=3.1853101863798647 1.8433781876010473 53.885763036894105 1.5623051013571956 leaf_count=87 135 1947 91 internal_value=0 1.63905e-06 -0.000343353 internal_weight=0 57.0711 3.40568 internal_count=2260 2034 226 is_linear=0 shrinkage=0.000439788 Tree=9609 num_leaves=4 num_cat=0 split_feature=16 4 43 split_gain=1.96941 1.51337 0.550878 threshold=0.3935300000000001 -0.0016099999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034521153891869387 -0.026005373497889492 -0.003920206528413947 -0.0076624263117538649 leaf_weight=29.645635025789488 1.8136745715110012 26.520481097884385 1.5360952294904553 leaf_count=1359 135 675 91 internal_value=0 -2.90918e-05 -0.017685 internal_weight=0 56.1661 3.34977 internal_count=2260 2034 226 is_linear=0 shrinkage=0.0224292 Tree=9610 num_leaves=4 num_cat=0 split_feature=16 14 43 split_gain=1.90179 1.47349 0.555558 threshold=0.3935300000000001 -0.10708499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029126933196980221 -0.00050623809222063152 1.6963440401917076e-05 -0.00014527802685506655 leaf_weight=3.1584943439065674 1.7938875250401909 53.561061212275035 1.5517012621021411 leaf_count=87 135 1947 91 internal_value=0 -2.93082e-07 -0.000340597 internal_weight=0 56.7196 3.34559 internal_count=2260 2034 226 is_linear=0 shrinkage=0.000439788 Tree=9611 num_leaves=4 num_cat=0 split_feature=16 14 43 split_gain=1.89976 1.47614 0.548475 threshold=0.3935300000000001 -0.10708499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014964011128763676 -0.025850732214078027 0.0008562459895391255 -0.0074848226697609302 leaf_weight=3.1236616642891013 1.7834149475856977 53.056432058118617 1.5370106634436513 leaf_count=87 135 1947 91 internal_value=0 -2.81581e-05 -0.0174406 internal_weight=0 56.1801 3.32043 internal_count=2260 2034 226 is_linear=0 shrinkage=0.0224292 Tree=9612 num_leaves=4 num_cat=0 split_feature=50 48 1 split_gain=1.53753 2.70921 1.84931 threshold=0.083090000000000011 0.12879500000000002 0.10612500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.129712616785674e-05 -0.00039766161586624093 -0.00038291727726892205 8.2690120179795541e-05 leaf_weight=57.352749954388855 3.5258250292665698 2.7654490820234505 2.7449571770684997 leaf_count=1808 364 41 79 internal_value=0 4.07481e-05 -0.000187781 internal_weight=0 60.1182 6.27078 internal_count=2292 1849 443 is_linear=0 shrinkage=0.000439788 Tree=9613 num_leaves=4 num_cat=0 split_feature=50 48 1 split_gain=1.54569 2.7445 1.92177 threshold=0.083090000000000011 0.12879500000000002 0.10612500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3623967640902962e-05 -0.00039712678314736188 -0.00038209904770913233 9.009822340434841e-05 leaf_weight=57.621230439533747 3.5741623704207077 2.7828781583934861 2.7645233083894709 leaf_count=1808 364 41 79 internal_value=0 4.29748e-05 -0.000184998 internal_weight=0 60.4041 6.33869 internal_count=2292 1849 443 is_linear=0 shrinkage=0.000439788 Tree=9614 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.53402 2.34145 threshold=0.12879500000000002 0.083090000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0031135709409422035 -0.013027886577281451 -0.012488656952365645 leaf_weight=56.980975395446421 3.7061740828851262 5.2689092707760201 leaf_count=1808 69 415 internal_value=0 0.00178955 internal_weight=0 62.2499 internal_count=2292 2223 is_linear=0 shrinkage=0.0224292 Tree=9615 num_leaves=4 num_cat=0 split_feature=50 48 1 split_gain=1.44739 2.62931 1.89747 threshold=0.083090000000000011 0.12879500000000002 0.10612500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8906721263203488e-05 -0.00039692655841075993 -0.00037916019252042757 8.9828164716369418e-05 leaf_weight=57.287322595942442 3.5067612252239533 2.7595782119306014 2.7521368705602072 leaf_count=1808 364 41 79 internal_value=0 3.86603e-05 -0.00018327 internal_weight=0 60.0469 6.2589 internal_count=2292 1849 443 is_linear=0 shrinkage=0.000439788 Tree=9616 num_leaves=4 num_cat=0 split_feature=42 2 12 split_gain=1.97872 3.01724 2.09836 threshold=0.08845500000000002 1.0000000180025095e-35 0.092215000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032370695347561172 0.00023557623192799808 -2.3637071668393911e-05 -0.00010829759665915111 leaf_weight=7.8331018363423928 9.3395808432831 37.140116476803541 5.4055623901767822 leaf_count=279 337 1284 357 internal_value=0 -7.60162e-05 0.000109535 internal_weight=0 44.9732 14.7451 internal_count=2257 1563 694 is_linear=0 shrinkage=0.000439788 Tree=9617 num_leaves=4 num_cat=0 split_feature=42 2 12 split_gain=1.94631 2.9893 2.12976 threshold=0.08845500000000002 1.0000000180025095e-35 0.092215000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032217017916565029 0.00023505358155387034 -2.3532976287601375e-05 -0.000110429016917875 leaf_weight=7.8279205962498954 9.3734656879626055 37.31370563502287 5.4414105641153574 leaf_count=279 337 1284 357 internal_value=0 -7.54334e-05 0.000108181 internal_weight=0 45.1416 14.8149 internal_count=2257 1563 694 is_linear=0 shrinkage=0.000439788 Tree=9618 num_leaves=4 num_cat=0 split_feature=42 2 12 split_gain=1.98208 2.97757 2.07484 threshold=0.08845500000000002 1.0000000180025095e-35 0.092215000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032113605438975759 0.00023599257891535714 -2.2914475588801574e-05 -0.00010592791241889612 leaf_weight=7.8257681678660438 9.3461604057436016 37.1169832423152 5.4045577373835831 leaf_count=279 337 1284 357 internal_value=0 -7.49574e-05 0.00011074 internal_weight=0 44.9428 14.7507 internal_count=2257 1563 694 is_linear=0 shrinkage=0.000439788 Tree=9619 num_leaves=4 num_cat=0 split_feature=42 2 42 split_gain=2.03421 3.00341 1.71141 threshold=0.08845500000000002 1.0000000180025095e-35 0.088575000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016639225969953163 0.0279371034747724 -0.0013063832735311341 0.0030084847237679718 leaf_weight=7.7679195550790601 1.5314041908568459 36.817062220842217 13.081614534572735 leaf_count=279 11 1284 683 internal_value=0 -0.00398376 0.00565398 internal_weight=0 44.585 14.613 internal_count=2257 1563 694 is_linear=0 shrinkage=0.0224292 Tree=9620 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=1.64769 2.71661 1.49707 threshold=0.10114000000000002 -0.0064449999999999985 0.10078500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010401100276639291 0.008487343394797767 0.001864716468121931 -0.0037358196922715535 leaf_weight=14.080543387905207 17.217977550244544 25.521164614371855 7.1113428657845352 leaf_count=738 459 956 98 internal_value=0 -0.00249935 0.00491444 internal_weight=0 39.6017 24.3293 internal_count=2251 1694 557 is_linear=0 shrinkage=0.0224292 Tree=9621 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=1.59421 2.60084 1.36381 threshold=0.10114000000000002 -0.0064449999999999985 0.10078500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019890900837168186 0.00016185876825642565 3.5724699117826116e-05 -6.568966060559742e-05 leaf_weight=14.143253089149537 17.297735032847417 25.739629002476477 7.2053541789646252 leaf_count=738 459 956 98 internal_value=0 -4.75364e-05 9.4947e-05 internal_weight=0 39.8829 24.5031 internal_count=2251 1694 557 is_linear=0 shrinkage=0.000439788 Tree=9622 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=1.576 2.60077 1.43255 threshold=0.10114000000000002 -0.0064449999999999985 0.10078500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010187966496392866 0.0083149726916569282 0.0018221807295709506 -0.0036416223952523245 leaf_weight=14.04787594188633 17.173938843518048 25.524441785445106 7.1193806367373318 leaf_count=738 459 956 98 internal_value=0 -0.00244419 0.00481087 internal_weight=0 39.5723 24.2933 internal_count=2251 1694 557 is_linear=0 shrinkage=0.0224292 Tree=9623 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=1.51005 1.50704 threshold=-0.5149999999999999 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019894748593502206 -0.0018614711672719573 0.0053263368795977454 leaf_weight=1.7891781853031705 38.204834604940288 23.800101720822568 leaf_count=34 1683 534 internal_value=0 0.000898302 internal_weight=0 62.0049 internal_count=2251 2217 is_linear=0 shrinkage=0.0224292 Tree=9624 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=2.10114 1.88099 threshold=0.13148500000000005 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.5789325825909699e-05 -0.00031897983457305194 -0.00032015578264280806 leaf_weight=57.869702564974887 2.951112138129246 2.3989138103102041 leaf_count=1994 51 222 internal_value=0 5.99328e-05 internal_weight=0 60.2686 internal_count=2267 2216 is_linear=0 shrinkage=0.000439788 Tree=9625 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=2.08119 1.82251 threshold=0.13148500000000005 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0037797693409812629 -0.016314089529147896 -0.016247592764408562 leaf_weight=57.337227299013648 2.9318654813978346 2.3621075294527136 leaf_count=1994 51 222 internal_value=0 0.00298241 internal_weight=0 59.6993 internal_count=2267 2216 is_linear=0 shrinkage=0.0224292 Tree=9626 num_leaves=3 num_cat=0 split_feature=47 9 split_gain=1.99625 1.75681 threshold=0.13148500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.025210169898716168 -0.016020157808244982 0.002252432695039921 leaf_weight=1.7080411005190388 2.9191877595221731 57.945332083310859 leaf_count=65 51 2151 internal_value=0 0.00291763 internal_weight=0 59.6534 internal_count=2267 2216 is_linear=0 shrinkage=0.0224292 Tree=9627 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=1.91469 1.74957 threshold=0.13148500000000005 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0036340589562352593 -0.015729603428946137 -0.016058512224720163 leaf_weight=57.265669969963483 2.9069190412119488 2.3446021518921034 leaf_count=1994 51 222 internal_value=0 0.00285461 internal_weight=0 59.6103 internal_count=2267 2216 is_linear=0 shrinkage=0.0224292 Tree=9628 num_leaves=4 num_cat=0 split_feature=484 50 13 split_gain=1.57653 1.98612 0.913453 threshold=-0.0048499999999999993 0.099210000000000007 -0.073984999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4702079850739606e-05 8.5361898760653975e-06 0.00032488808057190311 -0.00042955057310663133 leaf_weight=1.4406734479889567 52.738114104219903 4.1207324816430164 2.339846401561771 leaf_count=225 1662 159 130 internal_value=0 3.15645e-05 -0.000261032 internal_weight=0 56.8588 3.78052 internal_count=2176 1821 355 is_linear=0 shrinkage=0.000439788 Tree=9629 num_leaves=4 num_cat=0 split_feature=484 50 13 split_gain=1.57702 1.97694 0.913574 threshold=-0.0048499999999999993 0.099210000000000007 -0.073984999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3854828173772424e-05 7.9483129938370022e-06 0.0003244494482743922 -0.00043020860112270599 leaf_weight=1.4426305768665773 52.748394471131178 4.0958344863818175 2.3410288518907683 leaf_count=225 1662 159 130 internal_value=0 3.08547e-05 -0.000261677 internal_weight=0 56.8442 3.78366 internal_count=2176 1821 355 is_linear=0 shrinkage=0.000439788 Tree=9630 num_leaves=4 num_cat=0 split_feature=484 50 13 split_gain=1.55365 2.02973 0.909393 threshold=-0.0048499999999999993 0.099210000000000007 -0.073984999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5165886402203768e-05 7.7260906460632282e-06 0.00032747131468990166 -0.00042889914791499856 leaf_weight=1.4373176956360114 52.825015539761807 4.121885471453651 2.3262631774896354 leaf_count=225 1662 159 130 internal_value=0 3.09716e-05 -0.000260089 internal_weight=0 56.9469 3.76358 internal_count=2176 1821 355 is_linear=0 shrinkage=0.000439788 Tree=9631 num_leaves=4 num_cat=0 split_feature=484 50 13 split_gain=1.56101 1.95431 0.898866 threshold=-0.0048499999999999993 0.099210000000000007 -0.073984999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3075348751642153e-05 7.8941701938221864e-06 0.00032211604144536239 -0.00042819063269611415 leaf_weight=1.4369891262040257 52.864364523986069 4.1081958751396987 2.3340527684704275 leaf_count=225 1662 159 130 internal_value=0 3.06525e-05 -0.000260823 internal_weight=0 56.9726 3.77104 internal_count=2176 1821 355 is_linear=0 shrinkage=0.000439788 Tree=9632 num_leaves=3 num_cat=0 split_feature=1456 13 split_gain=1.46829 1.16079 threshold=-1.0000000180025095e-35 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036144707298678825 -0.00032407829426117169 3.7661196633202421e-05 leaf_weight=1.9080769910724473 1.7438760695513327 64.177552517496451 leaf_count=214 26 2033 internal_value=0 2.80007e-05 internal_weight=0 65.9214 internal_count=2273 2059 is_linear=0 shrinkage=0.000439788 Tree=9633 num_leaves=3 num_cat=0 split_feature=1456 13 split_gain=1.45903 1.21573 threshold=-1.0000000180025095e-35 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018492011336637169 -0.017124752922370968 0.0018762281811891119 leaf_weight=1.8954005040236541 1.7211871656181745 63.813770359984346 leaf_count=214 26 2033 internal_value=0 0.00137235 internal_weight=0 65.535 internal_count=2273 2059 is_linear=0 shrinkage=0.0224292 Tree=9634 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.1787 1.37558 threshold=0.15238000000000004 -0.07192999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0034305425311157664 0.013077520237511027 -0.003159637999415545 leaf_weight=31.274297390285938 3.6925614386673251 32.444254277436585 leaf_count=1051 48 1174 internal_value=0 7.50085e-05 internal_weight=0 63.7186 internal_count=2273 2225 is_linear=0 shrinkage=0.0224292 Tree=9635 num_leaves=3 num_cat=0 split_feature=1456 13 split_gain=1.40574 1.15722 threshold=-1.0000000180025095e-35 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01828507416800956 -0.01666587435176833 0.0018171863329134068 leaf_weight=1.8732599190625467 1.7318893346382527 63.77012602159175 leaf_count=214 26 2033 internal_value=0 0.00132378 internal_weight=0 65.502 internal_count=2273 2059 is_linear=0 shrinkage=0.0224292 Tree=9636 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.45225 1.87464 1.47366 threshold=0.088115000000000013 0.083325000000000024 0.088365000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4767847992261423e-05 0.022842201424735101 -0.014989585131977044 0.0033298617371551424 leaf_weight=33.986491678700986 2.1097700873215244 4.8245889856866588 22.970551448767537 leaf_count=657 37 556 1004 internal_value=0 -0.00193528 0.00498738 internal_weight=0 38.8111 25.0803 internal_count=2254 1213 1041 is_linear=0 shrinkage=0.0224292 Tree=9637 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=1.3733 1.87057 1.59151 threshold=0.088115000000000013 0.083325000000000024 0.12500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1690435811612553e-06 6.3723574847248483e-05 -0.00028880350405444106 0.0004713317747592385 leaf_weight=34.351948978608561 23.387972758747768 4.8997664769137819 1.9941434943902994 leaf_count=657 990 556 51 internal_value=0 -3.51508e-05 9.60775e-05 internal_weight=0 39.2517 25.3821 internal_count=2254 1213 1041 is_linear=0 shrinkage=0.000439788 Tree=9638 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=1.38765 1.80789 1.53812 threshold=0.088115000000000013 0.083325000000000024 0.12500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0521927324186526e-05 0.0032580878385263193 -0.014765092857802033 0.023959282773001855 leaf_weight=33.993987896639737 23.130121116928425 4.7885974907612754 1.9405297201155907 leaf_count=657 990 556 51 internal_value=0 -0.00189128 0.00487742 internal_weight=0 38.7826 25.0707 internal_count=2254 1213 1041 is_linear=0 shrinkage=0.0224292 Tree=9639 num_leaves=4 num_cat=0 split_feature=12 474 1 split_gain=1.3282 1.8184 1.50311 threshold=0.088115000000000013 0.084660000000000027 0.12500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003689958072854447 0.0031854844120757187 0.01096946653453551 0.023796032795094138 leaf_weight=33.897796483242701 23.127156176726661 4.8490413359231743 1.9104905171116104 leaf_count=1056 990 157 51 internal_value=0 -0.00185088 0.0047751 internal_weight=0 38.7468 25.0376 internal_count=2254 1213 1041 is_linear=0 shrinkage=0.0224292 Tree=9640 num_leaves=4 num_cat=0 split_feature=4 43 2 split_gain=1.49365 2.25986 2.23472 threshold=0.053330000000000009 -0.08292999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012172525196038062 0.00045106685565179559 -8.5170564127359409e-05 5.9886259546715658e-05 leaf_weight=14.971272696406229 3.3248461404400613 32.008654727349722 18.243294071467972 leaf_count=495 73 1330 441 internal_value=0 -1.92156e-05 0.000120534 internal_weight=0 46.9799 21.5681 internal_count=2339 1825 514 is_linear=0 shrinkage=0.000439788 Tree=9641 num_leaves=4 num_cat=0 split_feature=42 132 4 split_gain=1.46352 2.06084 1.49021 threshold=-1.0000000180025095e-35 0.081465000000000024 0.053330000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028545752582607076 3.0514318955404222e-06 0.00016674854015864856 0.00015494109624765304 leaf_weight=6.0846761610521281 40.69449121884827 2.8486554442861234 18.009430299747692 leaf_count=515 1302 127 395 internal_value=0 -0.00014121 4.9684e-05 internal_weight=0 8.93333 58.7039 internal_count=2339 642 1697 is_linear=0 shrinkage=0.000439788 Tree=9642 num_leaves=4 num_cat=0 split_feature=42 1 9 split_gain=1.41879 1.8287 1.46437 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.091600000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019916966227056479 0.0017678082001919805 0.00096222073170659729 0.019524229432453872 leaf_weight=3.41953172401122 55.988767919938255 5.4586212854017049 2.4195549550422575 leaf_count=465 1660 177 37 internal_value=0 -0.00710514 0.0025095 internal_weight=0 8.87815 58.4083 internal_count=2339 642 1697 is_linear=0 shrinkage=0.0224292 Tree=9643 num_leaves=4 num_cat=0 split_feature=42 132 4 split_gain=1.42384 2.03237 1.4643 threshold=-1.0000000180025095e-35 0.081465000000000024 0.053330000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028229236872126968 3.4687292096860047e-06 0.00016790558289748241 0.00015393257925072095 leaf_weight=6.0670686143939729 40.814357380258116 2.8314152189668675 18.020454630170207 leaf_count=515 1302 127 395 internal_value=0 -0.000138991 4.95891e-05 internal_weight=0 8.89848 58.8348 internal_count=2339 642 1697 is_linear=0 shrinkage=0.000439788 Tree=9644 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=1.34322 2.07812 threshold=0.079885000000000025 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.1246289496530101e-06 -0.00027419877848325336 0.00039099854407939372 leaf_weight=61.637994596057979 3.3857221125035712 2.6255377304914864 leaf_count=2167 104 43 internal_value=0 9.25229e-06 internal_weight=0 64.2635 internal_count=2314 2210 is_linear=0 shrinkage=0.000439788 Tree=9645 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=1.33305 2.1184 threshold=0.079885000000000025 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040206781875921731 -0.014085774694522631 0.020293274918711562 leaf_weight=60.586290217045189 3.3238196691818294 2.5756752716188194 leaf_count=2167 104 43 internal_value=0 0.000447742 internal_weight=0 63.162 internal_count=2314 2210 is_linear=0 shrinkage=0.0224292 Tree=9646 num_leaves=4 num_cat=0 split_feature=0 0 42 split_gain=1.28146 2.07217 1.07064 threshold=-0.020899999999999998 -0.053124999999999999 0.077855000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2552129900055923e-05 0.00020721244614144214 -0.000383789603928105 -8.9622303405757783e-05 leaf_weight=52.108843654440534 8.5879325234800472 3.0610079881807897 3.2203787132457355 leaf_count=1922 205 117 70 internal_value=0 -3.32753e-05 0.000126245 internal_weight=0 55.1699 11.8083 internal_count=2314 2039 275 is_linear=0 shrinkage=0.000439788 Tree=9647 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=1.31032 2.05568 threshold=0.079885000000000025 0.091600000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.015110616410963e-06 -0.00027080545653655156 0.00039046459889337796 leaf_weight=61.493109529943013 3.3837219315209941 2.6048587383338591 leaf_count=2167 104 43 internal_value=0 9.2494e-06 internal_weight=0 64.098 internal_count=2314 2210 is_linear=0 shrinkage=0.000439788 Tree=9648 num_leaves=4 num_cat=0 split_feature=42 49 4 split_gain=2.86347 2.20638 2.11371 threshold=0.092395000000000019 -0.05529499999999999 0.31595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0062940483375367607 -0.018733674953715036 0.0045907330506449523 0.0095850098614858777 leaf_weight=11.846055942891324 5.8719741824552321 44.522259484300776 1.6980400128886683 leaf_count=221 402 1579 79 internal_value=0 0.00230189 -0.0123733 internal_weight=0 56.3683 7.57001 internal_count=2281 1800 481 is_linear=0 shrinkage=0.0224292 Tree=9649 num_leaves=4 num_cat=0 split_feature=42 39 14 split_gain=2.78617 2.08767 1.29858 threshold=0.092395000000000019 0.084155000000000021 -0.23083499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022356390386518441 -0.00036032420870664341 0.00019331208232859542 6.0660088109801009e-05 leaf_weight=3.2818139950322793 5.9539282684308992 1.6768260140306663 53.623271557401722 leaf_count=69 388 93 1731 internal_value=0 -0.000238486 4.41989e-05 internal_weight=0 7.63075 56.9051 internal_count=2281 481 1800 is_linear=0 shrinkage=0.000439788 Tree=9650 num_leaves=4 num_cat=0 split_feature=42 39 49 split_gain=2.73646 2.1156 2.08915 threshold=0.092395000000000019 0.084155000000000021 -0.05529499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011959178444306767 -0.00035880658813431087 0.00019776449957460915 8.708736463572354e-05 leaf_weight=11.950462628738022 5.9610516383745553 1.6819867506055741 45.107382907377541 leaf_count=221 388 93 1579 internal_value=0 -0.000236136 4.3774e-05 internal_weight=0 7.64304 57.0578 internal_count=2281 481 1800 is_linear=0 shrinkage=0.000439788 Tree=9651 num_leaves=4 num_cat=0 split_feature=42 39 49 split_gain=2.74989 2.13004 2.12122 threshold=0.092395000000000019 0.084155000000000021 -0.05529499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012050675201591745 -0.00036135388973937627 0.00019864405897710116 8.8059765193218432e-05 leaf_weight=11.926009078666537 5.9070424216170059 1.6744659211108226 44.821802670842771 leaf_count=221 388 93 1579 internal_value=0 -0.000237483 4.4202e-05 internal_weight=0 7.58151 56.7478 internal_count=2281 481 1800 is_linear=0 shrinkage=0.000439788 Tree=9652 num_leaves=4 num_cat=0 split_feature=2 40 1375 split_gain=2.16823 3.62563 1.66538 threshold=0.08826500000000001 0.051255000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087645060702706504 0.015711190003705303 0.023623619747214299 0.00094357406272271881 leaf_weight=21.0936586925875 4.3085127409758561 1.8765200180350792 34.241050004649878 leaf_count=1071 44 20 1127 internal_value=0 -0.00610118 0.00260104 internal_weight=0 22.9702 38.5496 internal_count=2262 1091 1171 is_linear=0 shrinkage=0.0224292 Tree=9653 num_leaves=4 num_cat=0 split_feature=2 40 1375 split_gain=2.07729 3.4954 1.60907 threshold=0.08826500000000001 0.051255000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085855283701613914 0.015493660839293235 0.023414683964004913 0.00092256924545801268 leaf_weight=21.051293655257499 4.2716977976251647 1.8512570606835641 34.235653567891859 leaf_count=1071 44 20 1127 internal_value=0 -0.00598154 0.00254585 internal_weight=0 22.9026 38.5074 internal_count=2262 1091 1171 is_linear=0 shrinkage=0.0224292 Tree=9654 num_leaves=4 num_cat=0 split_feature=2 40 1375 split_gain=2.03102 3.40174 1.55343 threshold=0.08826500000000001 0.051255000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016264239726638944 0.00030146502819892367 0.00045704745355371762 2.1147478000199927e-05 leaf_weight=21.176674251094031 4.2801501968169751 1.8456508916715382 34.600073880536002 leaf_count=1071 44 20 1127 internal_value=0 -0.000112626 5.21392e-05 internal_weight=0 23.0223 38.8802 internal_count=2262 1091 1171 is_linear=0 shrinkage=0.000439788 Tree=9655 num_leaves=4 num_cat=0 split_feature=2 40 1375 split_gain=2.05765 3.40783 1.55666 threshold=0.08826500000000001 0.051255000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016347117587417527 0.00030177926023599943 0.00045675666686093578 2.1289177573374976e-05 leaf_weight=21.199869930769186 4.2837632940463655 1.8455891175253771 34.63101946006509 leaf_count=1071 44 20 1127 internal_value=0 -0.000113463 5.22985e-05 internal_weight=0 23.0455 38.9148 internal_count=2262 1091 1171 is_linear=0 shrinkage=0.000439788 Tree=9656 num_leaves=3 num_cat=0 split_feature=4 9 split_gain=1.98152 1.6155 threshold=0.51026500000000008 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1692880733814248e-05 0.00039471072034060075 -0.00036539788094917737 leaf_weight=55.506000956138678 1.9030415991346661 3.1327587061168733 leaf_count=2081 107 57 internal_value=0 -5.91e-05 internal_weight=0 58.6388 internal_count=2245 2138 is_linear=0 shrinkage=0.000439788 Tree=9657 num_leaves=3 num_cat=0 split_feature=4 9 split_gain=1.95036 1.61982 threshold=0.51026500000000008 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021459091962967572 0.020097191460505915 -0.018731827235559183 leaf_weight=55.057319750428633 1.87368774412971 3.1122056268650331 leaf_count=2081 107 57 internal_value=0 -0.00303915 internal_weight=0 58.1695 internal_count=2245 2138 is_linear=0 shrinkage=0.0224292 Tree=9658 num_leaves=3 num_cat=0 split_feature=4 9 split_gain=1.71579 1.5343 threshold=0.50973500000000016 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.0575196323060419e-05 0.00035938012254898221 -0.00035607667441460742 leaf_weight=55.473895880674945 1.954509694902298 3.1320874212979097 leaf_count=2079 110 56 internal_value=0 -5.75471e-05 internal_weight=0 58.606 internal_count=2245 2135 is_linear=0 shrinkage=0.000439788 Tree=9659 num_leaves=3 num_cat=0 split_feature=4 9 split_gain=1.67913 1.56074 threshold=0.50973500000000016 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.002066916016040486 0.018290867934005708 -0.018375602556172776 leaf_weight=54.995241958192764 1.9170160814883264 3.1010230873434912 leaf_count=2079 110 56 internal_value=0 -0.00294318 internal_weight=0 58.0963 internal_count=2245 2135 is_linear=0 shrinkage=0.0224292 Tree=9660 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.59765 1.66413 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042969791515307993 -0.00010667608721962844 5.3869578977122066e-05 leaf_weight=1.633888513048986 17.397366547813363 44.106816521896917 leaf_count=191 1048 1015 internal_value=0 8.43785e-06 internal_weight=0 61.5042 internal_count=2254 2063 is_linear=0 shrinkage=0.000439788 Tree=9661 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=1.58669 3.69438 2.62377 threshold=1.0000000180025095e-35 0.088965000000000002 0.030370000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012042479973241767 0.0044544684596853866 0.01116893993929753 -0.010016432990975908 leaf_weight=12.996455722991415 37.582916525971086 4.6767068821827698 7.5540797704743445 leaf_count=1023 779 146 306 internal_value=0 -0.0058948 0.00202942 internal_weight=0 17.6732 45.137 internal_count=2254 1169 1085 is_linear=0 shrinkage=0.0224292 Tree=9662 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.5742 1.60686 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021922520859645543 -0.0054107832015264411 0.0026662194948827351 leaf_weight=1.6150759999513855 17.252943179091744 43.827765900928625 leaf_count=191 1048 1015 internal_value=0 0.0003838 internal_weight=0 61.0807 internal_count=2254 2063 is_linear=0 shrinkage=0.0224292 Tree=9663 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.5307 1.53672 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021799071886642121 -0.0052936961296647768 0.0026078287824186138 leaf_weight=1.5882042961661671 17.239593997295742 43.804752442227255 leaf_count=191 1048 1015 internal_value=0 0.000375394 internal_weight=0 61.0443 internal_count=2254 2063 is_linear=0 shrinkage=0.0224292 Tree=9664 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=1.26732 1.14707 threshold=-0.098834999999999992 -0.10147999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015723572415170757 0.0038032813424994437 -0.002214497657834475 leaf_weight=2.8753274850896551 29.460854092953241 34.662126783108761 leaf_count=50 445 1803 internal_value=0 0.000550638 internal_weight=0 64.123 internal_count=2298 2248 is_linear=0 shrinkage=0.0224292 Tree=9665 num_leaves=3 num_cat=0 split_feature=40 39 split_gain=1.23126 1.31293 threshold=0.084220000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016540130587980689 -0.016360792344804521 0.0022629940030032569 leaf_weight=1.9061814462620521 1.9354691997923499 63.105672831733273 leaf_count=43 40 2215 internal_value=0 0.00170698 internal_weight=0 65.0119 internal_count=2298 2258 is_linear=0 shrinkage=0.0224292 Tree=9666 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=1.21955 1.09941 threshold=-0.098834999999999992 -0.10147999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015444090683463989 0.0036990819275249656 -0.0021945444619457235 leaf_weight=2.856184215808752 29.427450974144904 34.652068837235674 leaf_count=50 445 1803 internal_value=0 0.000512301 internal_weight=0 64.0795 internal_count=2298 2248 is_linear=0 shrinkage=0.0224292 Tree=9667 num_leaves=3 num_cat=0 split_feature=40 39 split_gain=1.17277 1.26219 threshold=0.084220000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016268091664702822 -0.015980016708492088 0.0021888464100334824 leaf_weight=1.9017867585644115 1.937713548531973 63.04678357999228 leaf_count=43 40 2215 internal_value=0 0.00164378 internal_weight=0 64.9486 internal_count=2298 2258 is_linear=0 shrinkage=0.0224292 Tree=9668 num_leaves=4 num_cat=0 split_feature=2 2 43 split_gain=1.27695 1.83147 1.60596 threshold=-1.0000000180025095e-35 -0.080194999999999975 -0.50913499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031853378008536858 0.014232506934394843 0.021043752130392571 -0.0031082290150640235 leaf_weight=3.2624682244522774 2.8122020643640999 2.9976305761483664 52.730279045400721 leaf_count=88 45 62 2104 internal_value=0 0.0084454 -0.00222565 internal_weight=0 6.2601 55.5425 internal_count=2299 150 2149 is_linear=0 shrinkage=0.0224292 Tree=9669 num_leaves=3 num_cat=0 split_feature=157 43 split_gain=1.4367 1.09561 threshold=-0.083944999999999978 -0.078624999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018857275114261482 0.00393225155001895 -0.0025635409089111356 leaf_weight=2.195183077200908 19.310376259688383 40.269188448578689 leaf_count=185 677 1437 internal_value=0 -0.000457599 internal_weight=0 59.5796 internal_count=2299 2114 is_linear=0 shrinkage=0.0224292 Tree=9670 num_leaves=3 num_cat=0 split_feature=157 43 split_gain=1.38088 1.05161 threshold=-0.083944999999999978 -0.50913499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036265718167954349 0.00024961914005198284 -2.1386926783819781e-05 leaf_weight=2.1853752427521149 2.8915700658108099 57.05036986325058 leaf_count=185 46 2068 internal_value=0 -8.23841e-06 internal_weight=0 59.9419 internal_count=2299 2114 is_linear=0 shrinkage=0.000439788 Tree=9671 num_leaves=3 num_cat=0 split_feature=157 43 split_gain=1.3687 1.06267 threshold=-0.083944999999999978 -0.50913499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036040137784246369 0.00025034827664961181 -2.1138775208532878e-05 leaf_weight=2.1897939992295496 2.9124345986638209 57.183378045694326 leaf_count=185 46 2068 internal_value=0 -7.90632e-06 internal_weight=0 60.0958 internal_count=2299 2114 is_linear=0 shrinkage=0.000439788 Tree=9672 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=1.73071 1.36062 0.783533 threshold=-0.24600999999999998 0.13840500000000003 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001532132546286466 0.0012076365186574681 0.01836190539422736 -0.023017945974143344 leaf_weight=1.4486519142992613 55.124493953074307 2.4096745952756455 2.0706328987052984 leaf_count=36 1886 107 224 internal_value=0 0.00193195 -0.0142297 internal_weight=0 57.5342 3.51928 internal_count=2253 1993 260 is_linear=0 shrinkage=0.0224292 Tree=9673 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=1.6697 1.31933 0.773163 threshold=-0.24600999999999998 0.13840500000000003 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001498024623831875 0.0011806839897600665 0.018168089327704001 -0.022918982879185496 leaf_weight=1.448836896928696 55.118744094284693 2.3812833493830103 2.0334332614038431 leaf_count=36 1886 107 224 internal_value=0 0.00188999 -0.0140633 internal_weight=0 57.5 3.48227 internal_count=2253 1993 260 is_linear=0 shrinkage=0.0224292 Tree=9674 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=1.6107 1.27903 0.762734 threshold=-0.24600999999999998 0.13840500000000003 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014646778450032054 0.001154329831297668 0.017973623721577132 -0.022818757312274167 leaf_weight=1.449019247094838 55.113151888636366 2.3535807925309191 1.9970508804653944 leaf_count=36 1886 107 224 internal_value=0 0.00184891 -0.0138972 internal_weight=0 57.4667 3.44607 internal_count=2253 1993 260 is_linear=0 shrinkage=0.0224292 Tree=9675 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=1.55366 1.23972 0.752249 threshold=-0.24600999999999998 0.13840500000000003 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001432075890498295 0.0011285607106665352 0.017778553788809208 -0.022717209100336037 leaf_weight=1.4491989031121186 55.107713083694762 2.3265532014193004 1.9614727051530279 leaf_count=36 1886 107 224 internal_value=0 0.0018087 -0.0137314 internal_weight=0 57.4343 3.41067 internal_count=2253 1993 260 is_linear=0 shrinkage=0.0224292 Tree=9676 num_leaves=3 num_cat=0 split_feature=10 0 split_gain=2.69265 1.65714 threshold=-0.0026549999999999994 0.17126500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047448697227174297 4.9519797132289053e-06 0.00037943867693455903 leaf_weight=2.5987201817933956 60.09657456075638 2.3567416477071665 leaf_count=101 2149 26 internal_value=0 1.91953e-05 internal_weight=0 62.4533 internal_count=2276 2175 is_linear=0 shrinkage=0.000439788 Tree=9677 num_leaves=3 num_cat=0 split_feature=10 0 split_gain=2.72545 1.58126 threshold=-0.0026549999999999994 0.17126500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047780139017331963 6.1723256301446819e-06 0.00037321487267882116 leaf_weight=2.6023051162483162 60.087784379061986 2.3402405086617355 leaf_count=101 2149 26 internal_value=0 2.00416e-05 internal_weight=0 62.428 internal_count=2276 2175 is_linear=0 shrinkage=0.000439788 Tree=9678 num_leaves=3 num_cat=0 split_feature=10 0 split_gain=2.70941 1.59954 threshold=-0.0026549999999999994 0.17126500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024400665767728664 0.00025401509887852994 0.019127861950515995 leaf_weight=2.5672054889691927 59.627421873823096 2.3288092256352675 leaf_count=101 2149 26 internal_value=0 0.000969119 internal_weight=0 61.9562 internal_count=2276 2175 is_linear=0 shrinkage=0.0224292 Tree=9679 num_leaves=3 num_cat=0 split_feature=10 0 split_gain=2.61583 1.54711 threshold=-0.0026549999999999994 0.17126500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024067573711480179 0.00024832390110827318 0.018906345444308765 leaf_weight=2.5448770543862329 59.62641005907949 2.3037579581550736 leaf_count=101 2149 26 internal_value=0 0.000948002 internal_weight=0 61.9302 internal_count=2276 2175 is_linear=0 shrinkage=0.0224292 Tree=9680 num_leaves=4 num_cat=0 split_feature=457 10 3 split_gain=1.9957 1.87991 1.28738 threshold=0.080930000000000016 -0.012544999999999999 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039462656065598586 4.00636633540636e-05 -4.180102215436271e-05 0.00037420548674715719 leaf_weight=1.965012489550644 4.6843299420142994 50.439031830073191 4.2465515113872243 leaf_count=63 132 2049 53 internal_value=0 -2.52984e-05 0.000199404 internal_weight=0 52.404 8.93088 internal_count=2297 2112 185 is_linear=0 shrinkage=0.000439788 Tree=9681 num_leaves=4 num_cat=0 split_feature=457 10 3 split_gain=1.94915 1.86619 1.28459 threshold=0.080930000000000016 -0.012544999999999999 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020090047405671527 0.0018860510579951518 -0.0021838581159048069 0.018977201752110567 leaf_weight=1.9476472445730895 4.6505615782643854 50.031925770401131 4.2087719372939318 leaf_count=63 132 2049 53 internal_value=0 -0.0013422 0.0100288 internal_weight=0 51.9796 8.85933 internal_count=2297 2112 185 is_linear=0 shrinkage=0.0224292 Tree=9682 num_leaves=4 num_cat=0 split_feature=457 10 151 split_gain=1.87278 1.78819 1.26013 threshold=0.080930000000000016 -0.012544999999999999 -0.044604999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019696041398951983 0.0017877986931996281 -0.0021349620189711443 0.018763372657162304 leaf_weight=1.9424915820873128 4.6327034985733917 50.030361669712875 4.1776850419410021 leaf_count=63 148 2049 37 internal_value=0 -0.00131209 0.0098604 internal_weight=0 51.9729 8.81039 internal_count=2297 2112 185 is_linear=0 shrinkage=0.0224292 Tree=9683 num_leaves=4 num_cat=0 split_feature=457 10 3 split_gain=1.95655 1.76144 1.28314 threshold=0.080930000000000016 -0.012544999999999999 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038236136854343346 3.9125809948849914e-05 -4.1076497321154924e-05 0.00037197179317890685 leaf_weight=1.9550808338008199 4.7387462688220676 50.668181391499047 4.238077798851009 leaf_count=63 132 2049 53 internal_value=0 -2.52118e-05 0.000196723 internal_weight=0 52.6233 8.97682 internal_count=2297 2112 185 is_linear=0 shrinkage=0.000439788 Tree=9684 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.04904 1.59734 threshold=0.15238000000000004 -0.088099999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013574466709714551 0.017127891784816062 0.00025730140391213484 leaf_weight=4.5197778320441548 3.3766526693889309 56.284450792540611 leaf_count=333 43 1918 internal_value=0 -0.000774797 internal_weight=0 60.8042 internal_count=2294 2251 is_linear=0 shrinkage=0.0224292 Tree=9685 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=1.97694 1.53535 threshold=0.15238000000000004 -0.088099999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013342319206154682 0.016905533887361154 0.00025153729441977396 leaf_weight=4.4958857377869199 3.344946035573229 56.283330024992438 leaf_count=333 43 1918 internal_value=0 -0.000757884 internal_weight=0 60.7792 internal_count=2294 2251 is_linear=0 shrinkage=0.0224292 Tree=9686 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=1.97321 1.53633 threshold=0.15238000000000004 -0.088099999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025970126604065732 0.00033090676325456166 5.5455210754062234e-06 leaf_weight=4.5416332542588398 3.3637018188637731 57.107300143098655 leaf_count=333 43 1918 internal_value=0 -1.40694e-05 internal_weight=0 61.6489 internal_count=2294 2251 is_linear=0 shrinkage=0.000439788 Tree=9687 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=1.90702 1.47551 threshold=0.15238000000000004 -0.088099999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01311005374348395 0.016682924009016525 0.00024651440066588765 leaf_weight=4.4737555108870302 3.3143977620875367 56.298102642965432 leaf_count=333 43 1918 internal_value=0 -0.000740545 internal_weight=0 60.7719 internal_count=2294 2251 is_linear=0 shrinkage=0.0224292 Tree=9688 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=1.93464 2.03404 threshold=0.13849500000000003 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0069642809348236835 0.019188702323256795 -0.0015673318957858066 leaf_weight=22.197322039955907 3.2864432341211787 38.267615788342937 leaf_count=890 100 1266 internal_value=0 0.00156592 internal_weight=0 60.4649 internal_count=2256 2156 is_linear=0 shrinkage=0.0224292 Tree=9689 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=1.88046 1.96046 threshold=0.13849500000000003 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013376335130442567 0.00037131021417133336 -2.9743515012069317e-05 leaf_weight=22.394700016821616 3.2779932274170269 38.609789078154563 leaf_count=890 100 1266 internal_value=0 3.03028e-05 internal_weight=0 61.0045 internal_count=2256 2156 is_linear=0 shrinkage=0.000439788 Tree=9690 num_leaves=4 num_cat=0 split_feature=43 3 12 split_gain=1.85056 1.94886 1.78904 threshold=-0.074459999999999985 -0.077774999999999983 0.089810000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7343392195399926e-05 3.7778622032677601e-05 0.0003078488054486127 -0.00018545406085642799 leaf_weight=15.049040455383876 32.085678397315178 8.7925737124533025 8.8409667185567269 leaf_count=663 785 254 554 internal_value=0 0.000143585 -1.0508e-05 internal_weight=0 23.8416 40.9266 internal_count=2256 917 1339 is_linear=0 shrinkage=0.000439788 Tree=9691 num_leaves=3 num_cat=0 split_feature=1 43 split_gain=1.87166 1.94297 threshold=0.13849500000000003 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0068065012959136828 0.018948473490810899 -0.0015318306098762193 leaf_weight=22.191939743714329 3.2521217668072486 38.286430574184578 leaf_count=890 100 1266 internal_value=0 0.00152902 internal_weight=0 60.4784 internal_count=2256 2156 is_linear=0 shrinkage=0.0224292 Tree=9692 num_leaves=4 num_cat=0 split_feature=43 160 3 split_gain=1.63724 2.11245 1.69933 threshold=-0.063379999999999978 -0.026164999999999997 -0.08824499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2917788513006361e-05 0.00011819673320603527 -0.00010950628337744279 0.00017460700537604468 leaf_weight=7.9153430757271535 10.689807397629236 29.826641299571747 16.569676219518442 leaf_count=275 245 1002 735 internal_value=0 -4.9402e-05 9.45945e-05 internal_weight=0 40.5164 24.485 internal_count=2257 1247 1010 is_linear=0 shrinkage=0.000439788 Tree=9693 num_leaves=4 num_cat=0 split_feature=43 160 16 split_gain=1.54484 2.07217 1.68523 threshold=-0.063379999999999978 -0.026164999999999997 0.23211500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.556146831071477e-05 0.00011621087044921875 -0.0001087907295043128 0.00029530861247192516 leaf_weight=18.717150875195106 10.738641574452229 29.970424255130638 5.8716269996839392 leaf_count=850 245 1002 160 internal_value=0 -4.94109e-05 9.01543e-05 internal_weight=0 40.7091 24.5888 internal_count=2257 1247 1010 is_linear=0 shrinkage=0.000439788 Tree=9694 num_leaves=4 num_cat=0 split_feature=43 474 16 split_gain=1.63583 1.83939 1.83099 threshold=-0.063379999999999978 0.084660000000000027 0.23211500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012959573812511482 -0.0043405712773509865 0.010613871204787932 0.015690449490863446 leaf_weight=18.485576072555663 35.611255482785282 4.6630157764047899 5.8356808362041184 leaf_count=850 1152 95 160 internal_value=0 -0.00260491 0.00475939 internal_weight=0 40.2743 24.3213 internal_count=2257 1247 1010 is_linear=0 shrinkage=0.0224292 Tree=9695 num_leaves=4 num_cat=0 split_feature=43 160 16 split_gain=1.56469 2.0658 1.76124 threshold=-0.063379999999999978 -0.026164999999999997 0.23211500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012669498392934629 0.0059387509369648456 -0.0055853992840793213 0.015408396629676368 leaf_weight=18.485145176131713 10.610771964413969 29.652873241207999 5.8098629610176422 leaf_count=850 245 1002 160 internal_value=0 -0.00254704 0.00465815 internal_weight=0 40.2636 24.295 internal_count=2257 1247 1010 is_linear=0 shrinkage=0.0224292 Tree=9696 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.72975 2.13098 threshold=0.12879500000000002 0.092475000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001333289980971169 -0.012691738755675948 0.013338356937192271 leaf_weight=55.086698570425142 3.7457915360832876 8.5815893291473895 leaf_count=2055 65 203 internal_value=0 0.00295492 internal_weight=0 63.6683 internal_count=2323 2258 is_linear=0 shrinkage=0.0224292 Tree=9697 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.63431 2.06563 threshold=0.12879500000000002 0.092475000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6157267909714081e-05 -0.00024053183790013983 0.0002577226467785032 leaf_weight=55.328481955075404 3.7537715972623564 8.5920812192380236 leaf_count=2055 65 203 internal_value=0 5.73515e-05 internal_weight=0 63.9206 internal_count=2323 2258 is_linear=0 shrinkage=0.000439788 Tree=9698 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.66021 2.12455 threshold=0.12879500000000002 0.092475000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6633744026613303e-05 -0.00024114075989236833 0.00026081072958372876 leaf_weight=55.627703709908928 3.7767418852090477 8.6416735748061893 leaf_count=2055 65 203 internal_value=0 5.81893e-05 internal_weight=0 64.2694 internal_count=2323 2258 is_linear=0 shrinkage=0.000439788 Tree=9699 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.63499 2.06355 threshold=0.12879500000000002 0.092475000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5479161868819748e-05 -0.00024092388160327946 0.00025675799662044549 leaf_weight=55.402313208874602 3.7637497632504155 8.6048805935315595 leaf_count=2055 65 203 internal_value=0 5.66387e-05 internal_weight=0 64.0072 internal_count=2323 2258 is_linear=0 shrinkage=0.000439788 Tree=9700 num_leaves=3 num_cat=0 split_feature=1 50 split_gain=1.50919 1.32273 threshold=0.13539000000000004 0.083090000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014582823456658642 0.013670758380681122 -0.011736412277780609 leaf_weight=53.060485859949722 3.6136615176956175 5.444182922539766 leaf_count=1721 135 422 internal_value=0 -0.00122787 internal_weight=0 58.5047 internal_count=2278 2143 is_linear=0 shrinkage=0.0224292 Tree=9701 num_leaves=3 num_cat=0 split_feature=1 50 split_gain=1.45181 1.31714 threshold=0.13539000000000004 0.083090000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1557231654692326e-06 0.000262627484585926 -0.00022771531466201706 leaf_weight=53.439998829572914 3.6282878240881464 5.5058573239998614 leaf_count=1721 135 422 internal_value=0 -2.32911e-05 internal_weight=0 58.9459 internal_count=2278 2143 is_linear=0 shrinkage=0.000439788 Tree=9702 num_leaves=3 num_cat=0 split_feature=1 50 split_gain=1.44965 1.27117 threshold=0.13539000000000004 0.083090000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001418643760858114 0.013443171295451419 -0.011528111191974742 leaf_weight=53.068618923823351 3.5918354495079248 5.4189547021924218 leaf_count=1721 135 422 internal_value=0 -0.00120023 internal_weight=0 58.4876 internal_count=2278 2143 is_linear=0 shrinkage=0.0224292 Tree=9703 num_leaves=3 num_cat=0 split_feature=1 457 split_gain=1.39336 1.22663 threshold=0.13539000000000004 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013807601405084087 0.013222954944724877 -0.0018776927243240715 leaf_weight=2.6070629835594437 3.5703141926187518 55.855791779562878 leaf_count=44 135 2099 internal_value=0 -0.00117395 internal_weight=0 58.4629 internal_count=2278 2143 is_linear=0 shrinkage=0.0224292 Tree=9704 num_leaves=4 num_cat=0 split_feature=13 4 453 split_gain=1.68472 2.76144 1.52957 threshold=-0.083999999999999977 -0.077654999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017218171982427786 -0.001940611321110018 -0.00079905692001714561 -0.020989911536672869 leaf_weight=6.2871554908961143 42.34427384070591 13.310232758675282 2.2136316693176914 leaf_count=197 1538 489 44 internal_value=0 0.00499229 -0.00289556 internal_weight=0 19.5974 44.5579 internal_count=2268 686 1582 is_linear=0 shrinkage=0.0224292 Tree=9705 num_leaves=4 num_cat=0 split_feature=13 4 453 split_gain=1.59725 2.61324 1.44204 threshold=-0.083999999999999977 -0.077654999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032934945849133647 -3.6448813210877022e-05 -1.3939813304158722e-05 -0.00040153759417797574 leaf_weight=6.2852398142695192 42.580925704958645 13.411373563704272 2.1819826870996613 leaf_count=197 1538 489 44 internal_value=0 9.58175e-05 -5.44088e-05 internal_weight=0 19.6966 44.7629 internal_count=2268 686 1582 is_linear=0 shrinkage=0.000439788 Tree=9706 num_leaves=4 num_cat=0 split_feature=13 4 453 split_gain=1.5597 2.58332 1.56361 threshold=-0.083999999999999977 -0.077654999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032671106720049678 -3.4679787975145167e-05 -1.3808496469617938e-05 -0.00041054775874959038 leaf_weight=6.2966223798739547 42.994115148422452 13.557644537141185 2.2340958418062646 leaf_count=197 1538 489 44 internal_value=0 9.43947e-05 -5.34116e-05 internal_weight=0 19.8543 45.2282 internal_count=2268 686 1582 is_linear=0 shrinkage=0.000439788 Tree=9707 num_leaves=4 num_cat=0 split_feature=13 4 453 split_gain=1.69356 2.62934 1.47771 threshold=-0.083999999999999977 -0.077654999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033105597453271556 -3.8060367839611999e-05 -1.1958837856410364e-05 -0.00040559141673060723 leaf_weight=6.3413191129311626 42.721765709586634 13.484247411720842 2.2074670120564397 leaf_count=197 1538 489 44 internal_value=0 9.79693e-05 -5.62825e-05 internal_weight=0 19.8256 44.9292 internal_count=2268 686 1582 is_linear=0 shrinkage=0.000439788 Tree=9708 num_leaves=3 num_cat=0 split_feature=9 51 split_gain=2.23724 1.19158 threshold=0.084755000000000011 0.091805000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00094102348620524374 -0.018152024760990707 0.0081716297966230606 leaf_weight=50.568420189714971 3.4590104326307474 8.401287098012288 leaf_count=1926 68 277 internal_value=0 0.000359461 internal_weight=0 58.9697 internal_count=2271 2203 is_linear=0 shrinkage=0.0224292 Tree=9709 num_leaves=3 num_cat=0 split_feature=9 454 split_gain=2.12682 1.56655 threshold=0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038952748116112779 -0.00034327029044553444 2.1210792284105156e-05 leaf_weight=1.8343999696771778 3.5017496951186322 57.876546626967865 leaf_count=48 68 2155 internal_value=0 8.47189e-06 internal_weight=0 59.7109 internal_count=2271 2203 is_linear=0 shrinkage=0.000439788 Tree=9710 num_leaves=3 num_cat=0 split_feature=2 43 split_gain=1.61583 1.21132 threshold=-0.055814999999999997 -0.50775499999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014866700010931398 0.014506337978472601 -0.00046764613203716609 leaf_weight=3.7617357215176517 2.8377176761568981 55.820234102155382 leaf_count=91 41 2139 internal_value=0 0.00026124 internal_weight=0 58.658 internal_count=2271 2180 is_linear=0 shrinkage=0.0224292 Tree=9711 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=2.07093 1.14842 threshold=0.084755000000000011 -0.50775499999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01426062365282767 -0.017507793092504925 -0.00035482391778927263 leaf_weight=2.8223722826951407 3.4397534462405011 56.137853459955295 leaf_count=41 68 2162 internal_value=0 0.000349194 internal_weight=0 58.9602 internal_count=2271 2203 is_linear=0 shrinkage=0.0224292 Tree=9712 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.17269 1.16747 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5864710826680233e-05 0.00033167982613782772 -0.00017351022263311345 leaf_weight=59.079413029942771 2.3653732412694799 5.6237694536976042 leaf_count=2117 102 60 internal_value=0 1.76208e-05 internal_weight=0 64.7032 internal_count=2279 2177 is_linear=0 shrinkage=0.000439788 Tree=9713 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.0892 1.18616 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018486954615164948 0.016617086687607713 -0.0089892404118693935 leaf_weight=58.482451451045108 2.2811695656364455 5.5443387396226163 leaf_count=2117 102 60 internal_value=0 0.000907795 internal_weight=0 64.0268 internal_count=2279 2177 is_linear=0 shrinkage=0.0224292 Tree=9714 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.05811 1.13281 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018074886877033861 0.01647321397799708 -0.0087787991577126367 leaf_weight=58.474625683952354 2.2500011754727884 5.5502983551850766 leaf_count=2117 102 60 internal_value=0 0.000887423 internal_weight=0 64.0249 internal_count=2279 2177 is_linear=0 shrinkage=0.0224292 Tree=9715 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.05198 1.11073 threshold=0.25682500000000003 0.12406500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4481975649569772e-05 0.00032155982362831227 -0.00017035241991734425 leaf_weight=59.178779089660111 2.2479636498192113 5.5860898997925679 leaf_count=2117 102 60 internal_value=0 1.67696e-05 internal_weight=0 64.7649 internal_count=2279 2177 is_linear=0 shrinkage=0.000439788 Tree=9716 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=2.43283 1.91346 threshold=0.10259500000000001 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031939301539532175 0.00032807064001502749 8.6359097020156953e-07 leaf_weight=3.8413964700839633 4.1365877497009924 55.252164609090187 leaf_count=246 53 1957 internal_value=0 -2.00512e-05 internal_weight=0 59.0936 internal_count=2256 2203 is_linear=0 shrinkage=0.000439788 Tree=9717 num_leaves=4 num_cat=0 split_feature=457 1 124 split_gain=2.53941 2.03587 1.90376 threshold=0.060310000000000009 0.090740000000000015 -0.043384999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026890391808205349 1.4891529354828396e-05 0.00042466901602894561 -5.4111044072613097e-05 leaf_weight=3.7766639319679589 4.7709293987973052 4.5953946748468297 50.237813201797053 leaf_count=138 87 95 1936 internal_value=0 0.000216395 -3.1439e-05 internal_weight=0 9.36632 54.0145 internal_count=2256 182 2074 is_linear=0 shrinkage=0.000439788 Tree=9718 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=2.45888 1.90137 threshold=0.10259500000000001 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016394175961792028 0.016759560510091136 -4.3374315459631285e-05 leaf_weight=3.8091182437101443 4.1278517630344131 54.698501084367081 leaf_count=246 53 1957 internal_value=0 -0.00111289 internal_weight=0 58.5076 internal_count=2256 2203 is_linear=0 shrinkage=0.0224292 Tree=9719 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=2.33956 1.88656 threshold=0.10259500000000001 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031779392493983975 0.00032305571052584984 1.1098479051018055e-06 leaf_weight=3.8184609186700973 4.103293156142171 55.147864548138614 leaf_count=246 53 1957 internal_value=0 -1.96375e-05 internal_weight=0 58.9663 internal_count=2256 2203 is_linear=0 shrinkage=0.000439788 Tree=9720 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=1.65966 1.65636 threshold=-0.035729999999999991 0.023790000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034674385982451757 5.1363738397959655e-05 -0.00035929526377819144 leaf_weight=2.2201452121662433 60.89652314362138 1.9419132811569841 leaf_count=44 2169 78 internal_value=0 3.85678e-05 internal_weight=0 62.8384 internal_count=2291 2247 is_linear=0 shrinkage=0.000439788 Tree=9721 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=1.30408 1.74144 threshold=0.057600000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0815837272051251e-05 -0.00032360265284000009 -0.00018071632916188924 leaf_weight=56.749486805128981 1.9906448114991224 6.408713320925016 leaf_count=2112 75 104 internal_value=0 3.62602e-05 internal_weight=0 63.1582 internal_count=2291 2216 is_linear=0 shrinkage=0.000439788 Tree=9722 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=1.66633 1.61994 threshold=-0.035729999999999991 0.023790000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034685681573895977 5.0873913475323831e-05 -0.00035718802916178685 leaf_weight=2.2308595363283521 61.096189200944082 1.9224894894016404 leaf_count=44 2169 78 internal_value=0 3.83209e-05 internal_weight=0 63.0187 internal_count=2291 2247 is_linear=0 shrinkage=0.000439788 Tree=9723 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=1.28487 1.73198 threshold=0.057600000000000005 0.043560000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.9353429391946694e-05 -0.00032125547367357102 -0.00018166212886331579 leaf_weight=56.95431985603318 2.0018634381560778 6.3977363063459043 leaf_count=2112 75 104 internal_value=0 3.49666e-05 internal_weight=0 63.3521 internal_count=2291 2216 is_linear=0 shrinkage=0.000439788 Tree=9724 num_leaves=3 num_cat=0 split_feature=483 12 split_gain=1.53257 1.31653 threshold=0.088070000000000009 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011420335431270667 -0.00029152407195800703 -1.3519688656546129e-05 leaf_weight=33.647440136865953 2.5509838281368493 29.095218850568699 leaf_count=654 213 1383 internal_value=0 5.49891e-05 internal_weight=0 62.7427 internal_count=2250 2037 is_linear=0 shrinkage=0.000439788 Tree=9725 num_leaves=3 num_cat=0 split_feature=483 12 split_gain=1.54658 1.25381 threshold=0.088070000000000009 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0056178635419840764 -0.015179396435536658 -0.00077413552453045012 leaf_weight=33.247485101678649 2.5286420522661492 28.797553046954363 leaf_count=654 213 1383 internal_value=0 0.00265176 internal_weight=0 62.045 internal_count=2250 2037 is_linear=0 shrinkage=0.0224292 Tree=9726 num_leaves=3 num_cat=0 split_feature=483 12 split_gain=1.48303 1.20036 threshold=0.088070000000000009 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0054994780430069976 -0.014899097234453715 -0.00075680308509274016 leaf_weight=33.202355135906146 2.5189023132725188 28.796828820137989 leaf_count=654 213 1383 internal_value=0 0.00259428 internal_weight=0 61.9992 internal_count=2250 2037 is_linear=0 shrinkage=0.0224292 Tree=9727 num_leaves=3 num_cat=0 split_feature=483 12 split_gain=1.42779 1.19933 threshold=0.088070000000000009 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001084747843808382 -0.0002846385834034437 -1.3704861304351845e-05 leaf_weight=33.408034957368727 2.5219395966396396 29.03065306085 leaf_count=654 213 1383 internal_value=0 5.16809e-05 internal_weight=0 62.4387 internal_count=2250 2037 is_linear=0 shrinkage=0.000439788 Tree=9728 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=2.0294 1.92702 threshold=-0.012544999999999999 -0.0043649999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044550414995201922 -5.3838892395476798e-05 0.00010355722663656266 leaf_weight=2.2475431384700633 31.374317063084163 28.87179813582361 leaf_count=89 1141 1035 internal_value=0 2.15991e-05 internal_weight=0 60.2461 internal_count=2265 2176 is_linear=0 shrinkage=0.000439788 Tree=9729 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=2.02458 2.02075 threshold=-0.012544999999999999 -0.0043649999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022813196569850275 -0.0028378429095540568 0.0054182291301022928 leaf_weight=2.2272185332294603 31.076904069755301 28.641441880040475 leaf_count=89 1141 1035 internal_value=0 0.00112231 internal_weight=0 59.7183 internal_count=2265 2176 is_linear=0 shrinkage=0.0224292 Tree=9730 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=1.94763 1.9323 threshold=-0.012544999999999999 -0.0043649999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022427479445081187 -0.0027738461989679293 0.005300855990213937 leaf_weight=2.2151756126349929 31.081174141603015 28.619672048489065 leaf_count=89 1141 1035 internal_value=0 0.0010975 internal_weight=0 59.7008 internal_count=2265 2176 is_linear=0 shrinkage=0.0224292 Tree=9731 num_leaves=3 num_cat=0 split_feature=10 15 split_gain=1.87319 1.84769 threshold=-0.012544999999999999 -0.0043649999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022044041469926463 -0.0027112922548325441 0.0051858908672397074 leaf_weight=2.2036223035047433 31.085449064484465 28.598655115796191 leaf_count=89 1141 1035 internal_value=0 0.00107323 internal_weight=0 59.6841 internal_count=2265 2176 is_linear=0 shrinkage=0.0224292 Tree=9732 num_leaves=4 num_cat=0 split_feature=130 148 1 split_gain=1.51044 1.71828 1.67702 threshold=-1.0000000180025095e-35 -0.080634999999999984 0.081190000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026884481842741642 -0.016394927816843131 0.002897157926548407 0.0012692283435461755 leaf_weight=1.9444045870986872 2.3981803809365365 59.40007418758546 2.3208006376517005 leaf_count=145 60 1967 85 internal_value=0 0.00214367 -0.011628 internal_weight=0 61.7983 4.26521 internal_count=2257 2027 230 is_linear=0 shrinkage=0.0224292 Tree=9733 num_leaves=4 num_cat=0 split_feature=130 148 52 split_gain=1.45449 1.64411 1.6317 threshold=-1.0000000180025095e-35 -0.080634999999999984 -0.030274999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073869332967980575 -0.016047956660941963 0.0028332578381825447 -0.021686038568928041 leaf_weight=1.4864829201724203 2.3955224643796091 59.378097886412434 2.7404825397325103 leaf_count=47 60 1967 183 internal_value=0 0.00209633 -0.0114748 internal_weight=0 61.7736 4.22697 internal_count=2257 2027 230 is_linear=0 shrinkage=0.0224292 Tree=9734 num_leaves=4 num_cat=0 split_feature=130 1 148 split_gain=1.37078 1.67484 1.53989 threshold=-1.0000000180025095e-35 0.081190000000000012 -0.080634999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052351371526247758 -0.00030184465911233617 3.266852013503495e-05 5.5621472369929936e-05 leaf_weight=1.8809202469146828 2.4066377885319516 2.3284043435487547 59.720713336056406 leaf_count=145 60 85 1967 internal_value=0 -0.000217101 4.16858e-05 internal_weight=0 4.20932 62.1274 internal_count=2257 230 2027 is_linear=0 shrinkage=0.000439788 Tree=9735 num_leaves=4 num_cat=0 split_feature=130 1 148 split_gain=1.38206 1.67693 1.5417 threshold=-1.0000000180025095e-35 0.081190000000000012 -0.080634999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052363164719238539 -0.00030294526844440396 3.1689927149778095e-05 5.4809701211215757e-05 leaf_weight=1.8942936075181922 2.4054414381753295 2.3310459617714514 59.762134647077801 leaf_count=145 60 85 1967 internal_value=0 -0.000218506 4.08784e-05 internal_weight=0 4.22534 62.1676 internal_count=2257 230 2027 is_linear=0 shrinkage=0.000439788 Tree=9736 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.45427 2.05214 threshold=-0.43150999999999995 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018161071458786218 0.00098927175432903945 0.015431002969929873 leaf_weight=1.797616062540327 59.812036176733045 5.3777827809753935 leaf_count=17 2161 101 internal_value=0 0.0021848 internal_weight=0 65.1898 internal_count=2279 2262 is_linear=0 shrinkage=0.0224292 Tree=9737 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.38835 1.98003 threshold=-0.43150999999999995 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017723422844673053 0.00096715969708874522 0.015202424945602904 leaf_weight=1.8011216585437058 59.807794541361773 5.3369610543149966 leaf_count=17 2161 101 internal_value=0 0.00213749 internal_weight=0 65.1448 internal_count=2279 2262 is_linear=0 shrinkage=0.0224292 Tree=9738 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=1.30287 1.75037 0.982738 threshold=0.10098000000000001 0.092805000000000012 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2095266082963512e-05 6.9096747236367811e-05 0.0001974838301862005 0.00029354978102576749 leaf_weight=36.592243473621693 19.603806332111166 6.3635140243225115 4.6592270388409807 leaf_count=1583 426 144 126 internal_value=0 -1.5051e-05 0.000112395 internal_weight=0 42.9558 24.263 internal_count=2279 1727 552 is_linear=0 shrinkage=0.000439788 Tree=9739 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.32501 1.90949 threshold=-0.43150999999999995 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017294002527887882 0.00094534513790812567 0.01497259292521182 leaf_weight=1.8046044721268106 59.808106046118837 5.2972374070004653 leaf_count=17 2161 101 internal_value=0 0.00209071 internal_weight=0 65.1053 internal_count=2279 2262 is_linear=0 shrinkage=0.0224292 Tree=9740 num_leaves=4 num_cat=0 split_feature=457 4 15 split_gain=2.03433 2.4083 0.901443 threshold=0.041935000000000007 0.071395000000000014 -0.073334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017028043873538402 0.00024127819941221522 3.93956074021118e-05 -1.3056345936765851e-05 leaf_weight=31.215532440387278 5.3064866663262364 16.024435412044113 5.4536609190108702 leaf_count=1696 101 381 123 internal_value=0 -9.91683e-05 0.000112577 internal_weight=0 47.24 10.7601 internal_count=2301 2077 224 is_linear=0 shrinkage=0.000439788 Tree=9741 num_leaves=4 num_cat=0 split_feature=457 4 15 split_gain=2.07811 2.28992 0.87889 threshold=0.041935000000000007 0.071395000000000014 -0.073334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017017118235367507 0.00024037696646181766 3.460242713900407e-05 -1.0668086654108099e-05 leaf_weight=31.161013547063249 5.3035054854262853 15.964790613015792 5.4651566491647809 leaf_count=1696 101 381 123 internal_value=0 -0.000100814 0.000113177 internal_weight=0 47.1258 10.7687 internal_count=2301 2077 224 is_linear=0 shrinkage=0.000439788 Tree=9742 num_leaves=4 num_cat=0 split_feature=43 52 13 split_gain=1.77099 2.32023 1.2825 threshold=-0.15817999999999996 -0.05819499999999999 0.18997000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031427403096251203 4.1321748030890843e-05 -0.00015632209640184823 -5.2356587183962407e-05 leaf_weight=3.8929047048841303 17.433652330206542 33.629310607630259 3.4843076587621908 leaf_count=69 620 1509 103 internal_value=0 -8.88533e-05 0.000141424 internal_weight=0 51.063 7.37721 internal_count=2301 2129 172 is_linear=0 shrinkage=0.000439788 Tree=9743 num_leaves=4 num_cat=0 split_feature=457 43 15 split_gain=2.09785 2.23754 0.892134 threshold=0.041935000000000007 -0.053419999999999988 -0.073334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088070804002736945 0.0123326735497566 -0.0091767315416779321 -0.00063199408773754518 leaf_weight=18.293045812957189 5.2668733229620557 28.380487370367291 5.3921747976692114 leaf_count=941 101 1136 123 internal_value=0 -0.00523611 0.00578473 internal_weight=0 46.6735 10.659 internal_count=2301 2077 224 is_linear=0 shrinkage=0.0224292 Tree=9744 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=1.7644 2.39139 threshold=0.12230500000000001 0.014055000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0033483950763616406 -0.015264777913327091 0.0058882121664770781 leaf_weight=33.174700787938036 3.7494697600434383 24.496751081227103 leaf_count=1607 80 564 internal_value=0 0.000575632 internal_weight=0 57.6715 internal_count=2251 2171 is_linear=0 shrinkage=0.0224292 Tree=9745 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.69185 3.12091 threshold=0.12230500000000001 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0062774019248086517 -0.014971097120625216 -0.0042011385336736852 leaf_weight=26.201122869653773 3.7377825747944362 31.4314214433698 leaf_count=419 80 1752 internal_value=0 0.000563156 internal_weight=0 57.6325 internal_count=2251 2171 is_linear=0 shrinkage=0.0224292 Tree=9746 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=1.71765 3.69298 3.5802 threshold=-0.10071499999999999 0.086330000000000018 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017727545412290276 -0.00015383036815140913 -0.00016393370241903215 0.00018725394745506055 leaf_weight=19.855344615960352 25.627587407964711 8.8573522227316044 7.7334362883993881 leaf_count=324 1586 129 212 internal_value=0 7.19795e-05 -7.47015e-05 internal_weight=0 28.7127 33.361 internal_count=2251 453 1798 is_linear=0 shrinkage=0.000439788 Tree=9747 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.59976 3.03693 threshold=0.12230500000000001 -0.10071499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012093952829088233 -0.00028559440663183673 -8.1287310993031372e-05 leaf_weight=26.280179640118149 3.7391578125061633 31.627183720268476 leaf_count=419 80 1752 internal_value=0 1.04992e-05 internal_weight=0 57.9074 internal_count=2251 2171 is_linear=0 shrinkage=0.000439788 Tree=9748 num_leaves=3 num_cat=0 split_feature=124 4 split_gain=1.42006 1.45312 threshold=-0.087944999999999982 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036695100352959406 -0.00027884579018776717 3.2340917931309446e-05 leaf_weight=1.8934862138503366 3.0276667046127832 61.234716980525718 leaf_count=50 113 2116 internal_value=0 1.76012e-05 internal_weight=0 64.2624 internal_count=2279 2229 is_linear=0 shrinkage=0.000439788 Tree=9749 num_leaves=3 num_cat=0 split_feature=4 124 split_gain=1.45231 1.41824 threshold=-0.49367499999999992 -0.087944999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028717793808209768 -0.00036006445759236038 3.1660932040814446e-05 leaf_weight=3.1013630355155319 1.8224626519950096 61.066060820283838 leaf_count=114 49 2116 internal_value=0 2.02032e-05 internal_weight=0 62.8885 internal_count=2279 2165 is_linear=0 shrinkage=0.000439788 Tree=9750 num_leaves=3 num_cat=0 split_feature=124 4 split_gain=1.42509 1.42395 threshold=-0.087944999999999982 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01897008676363995 -0.014201782808494949 0.0015582313343826188 leaf_weight=1.8678270951859293 3.0090778047888298 60.617146251717941 leaf_count=50 113 2116 internal_value=0 0.000808856 internal_weight=0 63.6262 internal_count=2279 2229 is_linear=0 shrinkage=0.0224292 Tree=9751 num_leaves=3 num_cat=0 split_feature=124 4 split_gain=1.32442 1.35418 threshold=-0.087944999999999982 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035771865731815106 -0.00027150474881688409 2.9160775195639012e-05 leaf_weight=1.8802176197186771 3.0223631055705473 61.144703060213942 leaf_count=50 113 2116 internal_value=0 1.49224e-05 internal_weight=0 64.1671 internal_count=2279 2229 is_linear=0 shrinkage=0.000439788 Tree=9752 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.75511 1.61948 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021762957498485017 -0.00056621606412998748 0.015906403740940885 leaf_weight=1.8534034120093554 58.492121270601956 3.145783172303708 leaf_count=36 2149 93 internal_value=0 0.000279153 internal_weight=0 61.6379 internal_count=2278 2242 is_linear=0 shrinkage=0.0224292 Tree=9753 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=1.55533 1.40512 threshold=1.0000000180025095e-35 0.092165000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012728302481982401 -0.017900750009161158 0.007516343270442075 leaf_weight=49.843046819664551 2.4266785517938834 11.188132437961029 leaf_count=2004 58 216 internal_value=0 0.000340232 internal_weight=0 61.0312 internal_count=2278 2220 is_linear=0 shrinkage=0.0224292 Tree=9754 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.67885 1.56619 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021337054564013455 -0.00054854656382261632 0.015718190308627457 leaf_weight=1.8429646459699132 58.470210245335238 3.1182794046471818 leaf_count=36 2149 93 internal_value=0 0.000279668 internal_weight=0 61.5885 internal_count=2278 2242 is_linear=0 shrinkage=0.0224292 Tree=9755 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.60893 1.51118 threshold=-0.095559999999999992 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020911765543920057 -0.00053623758634519924 0.01551285211416225 leaf_weight=1.838706065507721 58.471215183244112 3.0892720009169343 leaf_count=36 2149 93 internal_value=0 0.000273709 internal_weight=0 61.5605 internal_count=2278 2242 is_linear=0 shrinkage=0.0224292 Tree=9756 num_leaves=4 num_cat=0 split_feature=15 151 15 split_gain=1.05113 2.734 2.04764 threshold=0.09167500000000002 0.15288500000000002 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00097549649582248763 -0.017554712204197367 0.016345015230299149 0.01337492782251651 leaf_weight=54.492684810534456 4.8305208868694072 1.5723651163280008 5.4883832067021094 leaf_count=1761 366 6 162 internal_value=0 -0.00920607 0.000341433 internal_weight=0 6.40289 59.9811 internal_count=2295 372 1923 is_linear=0 shrinkage=0.0224292 Tree=9757 num_leaves=4 num_cat=0 split_feature=2 15 2 split_gain=1.27746 3.53588 2.44352 threshold=0.09302500000000001 0.030370000000000005 0.091475000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8290835050958932e-05 -0.00061887567343203286 -0.022005943174908817 0.017635380056760432 leaf_weight=34.454429993402755 22.750303088885179 4.6718861495792217 4.4560893249533811 leaf_count=1323 694 199 79 internal_value=0 -0.00427534 0.00204348 internal_weight=0 27.4222 38.9105 internal_count=2295 893 1402 is_linear=0 shrinkage=0.0224292 Tree=9758 num_leaves=4 num_cat=0 split_feature=2 15 2 split_gain=1.19899 3.44776 2.4613 threshold=0.09302500000000001 0.030370000000000005 0.091475000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1142379967042186e-06 -8.5116065203470979e-06 -0.00042132346317206513 0.00034501007026188797 leaf_weight=34.904365157125767 23.095878570949029 4.6924431748484485 4.5309484518838863 leaf_count=1323 694 199 79 internal_value=0 -7.8462e-05 4.07742e-05 internal_weight=0 27.7883 39.4353 internal_count=2295 893 1402 is_linear=0 shrinkage=0.000439788 Tree=9759 num_leaves=4 num_cat=0 split_feature=2 15 2 split_gain=1.22089 3.40703 2.35403 threshold=0.09302500000000001 0.030370000000000005 0.091475000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8634409640202261e-05 -0.00060137678653971458 -0.02165287367045796 0.017359316936779161 leaf_weight=34.463091866370632 22.760511794620928 4.6404901154746758 4.427313736354562 leaf_count=1323 694 199 79 internal_value=0 -0.00417914 0.00200026 internal_weight=0 27.401 38.8904 internal_count=2295 893 1402 is_linear=0 shrinkage=0.0224292 Tree=9760 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.643 1.86932 threshold=-0.096529999999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018149734039343574 -0.017896572750971507 0.00086215441653797649 leaf_weight=2.60316764388699 2.7773766980726569 60.23019140185761 leaf_count=42 334 1886 internal_value=0 3.0098e-05 internal_weight=0 63.0076 internal_count=2262 2220 is_linear=0 shrinkage=0.0224292 Tree=9761 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.57998 1.89698 threshold=-0.096529999999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034816402312670328 -0.00035173025746866165 1.6777847087187299e-05 leaf_weight=2.6129586094757533 2.8078127194985418 61.042870948610016 leaf_count=42 334 1886 internal_value=0 4.72529e-07 internal_weight=0 63.8507 internal_count=2262 2220 is_linear=0 shrinkage=0.000439788 Tree=9762 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.58305 1.84105 threshold=-0.096529999999999991 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017883746709231721 -0.017656124092988328 0.00085994355014831477 leaf_weight=2.5822372893453567 2.8092546088773807 60.186412165205184 leaf_count=42 126 2094 internal_value=0 2.91312e-05 internal_weight=0 62.9957 internal_count=2262 2220 is_linear=0 shrinkage=0.0224292 Tree=9763 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.51899 1.91038 threshold=-0.096529999999999991 -0.0048499999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034548031905599392 -0.00034962605452728082 1.9349159885003807e-05 leaf_weight=2.5872787775006136 2.8210861838942938 61.083428085225478 leaf_count=42 334 1886 internal_value=0 2.96107e-06 internal_weight=0 63.9045 internal_count=2262 2220 is_linear=0 shrinkage=0.000439788 Tree=9764 num_leaves=4 num_cat=0 split_feature=3 150 47 split_gain=1.30687 1.51555 1.23066 threshold=0.10703500000000001 0.092390000000000014 0.084210000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034877893684010113 -0.0012686666203495043 -0.0094764716471566618 -0.017113377079123488 leaf_weight=46.933432849916699 8.155969935920437 5.0030569849434405 3.517848835035692 leaf_count=1926 168 148 54 internal_value=0 0.00223591 -0.00606354 internal_weight=0 51.9365 11.6738 internal_count=2296 2074 222 is_linear=0 shrinkage=0.0224292 Tree=9765 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.42434 1.38936 threshold=0.062655000000000016 0.10703500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.6176929893715928e-05 -0.00036015129099533125 -0.00011448856476454907 leaf_weight=50.961278397851856 1.8921317437991536 11.24603285118428 leaf_count=2009 71 216 internal_value=0 2.52978e-05 internal_weight=0 62.2073 internal_count=2296 2225 is_linear=0 shrinkage=0.000439788 Tree=9766 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.44895 1.44521 threshold=0.062655000000000016 0.10703500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029019922717761228 -0.018559526989123883 -0.0060107377213155701 leaf_weight=50.568894280939276 1.8881576159371878 11.155564227148714 leaf_count=2009 71 216 internal_value=0 0.00128982 internal_weight=0 61.7245 internal_count=2296 2225 is_linear=0 shrinkage=0.0224292 Tree=9767 num_leaves=3 num_cat=0 split_feature=1374 3 split_gain=1.19833 1.33424 threshold=0.087855000000000016 0.10703500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028013101079800659 -0.016066310187516898 -0.0057578933269976712 leaf_weight=50.361753096456141 2.0604940145076389 11.180130134618592 leaf_count=2022 60 214 internal_value=0 0.00124508 internal_weight=0 61.5419 internal_count=2296 2236 is_linear=0 shrinkage=0.0224292 Tree=9768 num_leaves=3 num_cat=0 split_feature=10 1 split_gain=1.64605 1.18514 threshold=-0.012544999999999999 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041971697484752529 -7.149525975489246e-05 5.9704948021746002e-05 leaf_weight=2.0243371591350288 19.392623841278009 42.394136012934723 leaf_count=77 1168 990 internal_value=0 1.85166e-05 internal_weight=0 61.7868 internal_count=2235 2158 is_linear=0 shrinkage=0.000439788 Tree=9769 num_leaves=3 num_cat=0 split_feature=10 133 split_gain=1.63968 1.12901 threshold=-0.012544999999999999 -0.24395999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042097590587747348 -0.00033609664528944766 2.8941208866408391e-05 leaf_weight=2.0078595371960537 1.6658712171531522 59.788057190745349 leaf_count=77 134 2024 internal_value=0 1.89446e-05 internal_weight=0 61.4539 internal_count=2235 2158 is_linear=0 shrinkage=0.000439788 Tree=9770 num_leaves=3 num_cat=0 split_feature=10 1 split_gain=1.64822 1.10877 threshold=-0.012544999999999999 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021594160549086833 -0.0035299538899178523 0.0029819641829542786 leaf_weight=1.9885283061139478 19.147127106287144 41.91632770646811 leaf_count=77 1168 990 internal_value=0 0.000939614 internal_weight=0 61.0635 internal_count=2235 2158 is_linear=0 shrinkage=0.0224292 Tree=9771 num_leaves=3 num_cat=0 split_feature=2 4 split_gain=1.61061 1.09712 threshold=-0.0091949999999999983 -0.44477499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029740197516938809 -0.00020753665753045584 2.9971992254576313e-05 leaf_weight=4.1253947751611113 4.0173545163124791 55.257512121076843 leaf_count=114 122 1999 internal_value=0 1.38132e-05 internal_weight=0 59.2749 internal_count=2235 2121 is_linear=0 shrinkage=0.000439788 Tree=9772 num_leaves=4 num_cat=0 split_feature=42 39 15 split_gain=1.65124 2.66707 1.39697 threshold=0.091735000000000025 0.084535000000000013 0.15891500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012892477253311795 -0.017707303492154224 0.01263410550265661 -0.016834839099555254 leaf_weight=53.01087185679944 6.0081222875496669 1.9070500924863152 2.2103202091529957 leaf_count=1746 402 100 25 internal_value=0 -0.0103842 0.000558233 internal_weight=0 7.91517 55.2212 internal_count=2273 502 1771 is_linear=0 shrinkage=0.0224292 Tree=9773 num_leaves=4 num_cat=0 split_feature=42 39 15 split_gain=1.59085 2.57005 1.34028 threshold=0.091735000000000025 0.084535000000000013 0.15891500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012605067098041096 -0.017451271182452141 0.012440744436028391 -0.016525174489806751 leaf_weight=53.003995717272346 5.9603598062449228 1.8937012759633942 2.2016911556420373 leaf_count=1746 402 100 25 internal_value=0 -0.0102313 0.000545717 internal_weight=0 7.85406 55.2057 internal_count=2273 502 1771 is_linear=0 shrinkage=0.0224292 Tree=9774 num_leaves=4 num_cat=0 split_feature=42 39 15 split_gain=1.54187 2.51789 1.281 threshold=0.091735000000000025 0.084535000000000013 0.15891500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5520129148978268e-05 -0.00033616964586340311 0.00024205533335363219 -0.00031572297029935161 leaf_weight=53.392456073061339 5.9675930904995758 1.9096185070811769 2.1968990858877069 leaf_count=1746 402 100 25 internal_value=0 -0.000195748 1.19304e-05 internal_weight=0 7.87721 55.5894 internal_count=2273 502 1771 is_linear=0 shrinkage=0.000439788 Tree=9775 num_leaves=4 num_cat=0 split_feature=42 39 15 split_gain=1.53035 2.51342 1.26807 threshold=0.091735000000000025 0.084535000000000013 0.15891500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5222681624520485e-05 -0.00033607590674901422 0.00024194373750465123 -0.00031475541327742043 leaf_weight=53.410465020435595 5.9484044806295051 1.9088927724878884 2.1906171920418265 leaf_count=1746 402 100 25 internal_value=0 -0.000195403 1.17245e-05 internal_weight=0 7.8573 55.6011 internal_count=2273 502 1771 is_linear=0 shrinkage=0.000439788 Tree=9776 num_leaves=3 num_cat=0 split_feature=376 12 split_gain=1.3619 2.1021 threshold=0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01280134373829309 0.01407230238707978 0.001207689229343742 leaf_weight=5.9700944322448768 3.546554725355235 53.704793737830869 leaf_count=206 110 1941 internal_value=0 -0.000197471 internal_weight=0 59.6749 internal_count=2257 2147 is_linear=0 shrinkage=0.0224292 Tree=9777 num_leaves=3 num_cat=0 split_feature=13 376 split_gain=1.31392 1.4318 threshold=-0.42370999999999998 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014165898154999506 0.00050799916323422602 0.016342080515111872 leaf_weight=2.8762099080322505 57.301415203406805 3.0055623543230459 leaf_count=80 2077 100 internal_value=0 0.00130206 internal_weight=0 60.307 internal_count=2257 2177 is_linear=0 shrinkage=0.0224292 Tree=9778 num_leaves=3 num_cat=0 split_feature=376 12 split_gain=1.26673 1.96083 threshold=0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023970292721840064 0.00026943457360333701 2.4315052032114454e-05 leaf_weight=6.0294353856934313 3.4949678899865821 54.129100743240542 leaf_count=206 110 1941 internal_value=0 -2.214e-06 internal_weight=0 60.1585 internal_count=2257 2147 is_linear=0 shrinkage=0.000439788 Tree=9779 num_leaves=3 num_cat=0 split_feature=376 12 split_gain=1.27503 1.92317 threshold=0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023658199352500606 0.00026968887353087851 2.4057369250947402e-05 leaf_weight=6.0682985772600651 3.513087685161735 54.455179555897757 leaf_count=206 110 1941 internal_value=0 -2.14161e-06 internal_weight=0 60.5235 internal_count=2257 2147 is_linear=0 shrinkage=0.000439788 Tree=9780 num_leaves=4 num_cat=0 split_feature=457 160 1 split_gain=2.11491 2.08668 1.02588 threshold=-0.0046349999999999994 -0.082299999999999984 0.099450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024567957473436573 -0.0090825056115164133 0.0036943493862852655 -0.0037950910557819672 leaf_weight=2.2178446741136204 7.3765816683319363 49.274633291021019 2.5881418898352422 leaf_count=135 373 1716 53 internal_value=0 0.00202817 -0.0134405 internal_weight=0 56.6512 4.80599 internal_count=2277 2089 188 is_linear=0 shrinkage=0.0224292 Tree=9781 num_leaves=4 num_cat=0 split_feature=457 1447 1 split_gain=1.98102 1.9315 1.04308 threshold=-0.0046349999999999994 -1.0000000180025095e-35 0.099450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047435502210314021 -0.00040422405293679537 5.1796695504760335e-05 -6.6823057103401171e-05 leaf_weight=2.231228977495447 1.837303355897119 55.728095724235573 2.6556465231114998 leaf_count=135 201 1888 53 internal_value=0 3.71128e-05 -0.000254014 internal_weight=0 57.5654 4.88688 internal_count=2277 2089 188 is_linear=0 shrinkage=0.000439788 Tree=9782 num_leaves=4 num_cat=0 split_feature=457 1447 1 split_gain=1.95443 1.97958 1.05449 threshold=-0.0046349999999999994 -1.0000000180025095e-35 0.099450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047455613268221526 -0.00040756792263673108 5.4889815845404467e-05 -6.2310341859626807e-05 leaf_weight=2.1943212545984343 1.830834533216829 55.626162966823813 2.6361464821966365 leaf_count=135 201 1888 53 internal_value=0 4.00234e-05 -0.000250711 internal_weight=0 57.457 4.83047 internal_count=2277 2089 188 is_linear=0 shrinkage=0.000439788 Tree=9783 num_leaves=3 num_cat=0 split_feature=1447 13 split_gain=1.8281 1.73278 threshold=-1.0000000180025095e-35 -0.095439999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02084365590014816 0.0090433030775909969 -0.00044900989238223706 leaf_weight=1.8840184322455105 12.134960742150723 47.412793970729354 leaf_count=218 271 1788 internal_value=0 0.00148766 internal_weight=0 59.5478 internal_count=2277 2059 is_linear=0 shrinkage=0.0224292 Tree=9784 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.89964 1.72156 threshold=0.12879500000000002 -0.23081999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013654351627959983 -0.019221433870999408 -0.00089325835645048097 leaf_weight=4.4018418876657952 2.6306469877499685 55.031613112125342 leaf_count=58 57 2164 internal_value=0 0.000188225 internal_weight=0 59.4335 internal_count=2279 2222 is_linear=0 shrinkage=0.0224292 Tree=9785 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.79862 1.67501 threshold=0.12879500000000002 -0.23081999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026570523699940164 -0.00036530941332703641 -1.5359739323599439e-05 leaf_weight=4.4093564095746833 2.6237201721230567 55.445718041230748 leaf_count=58 57 2164 internal_value=0 5.42365e-06 internal_weight=0 59.8551 internal_count=2279 2222 is_linear=0 shrinkage=0.000439788 Tree=9786 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.80351 1.68884 threshold=0.12879500000000002 -0.23081999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026527808242354182 -0.00036419759983621241 -1.5794516128360934e-05 leaf_weight=4.4457324042814426 2.6534561728458348 55.894199656578621 leaf_count=58 57 2164 internal_value=0 4.99173e-06 internal_weight=0 60.3399 internal_count=2279 2222 is_linear=0 shrinkage=0.000439788 Tree=9787 num_leaves=3 num_cat=0 split_feature=48 47 split_gain=1.82071 1.39858 threshold=0.12879500000000002 0.11069000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00080695786820280942 -0.018854224951884591 0.012088067615474997 leaf_weight=54.868130840567574 2.6192453595228917 4.5656272377200358 leaf_count=2141 57 81 internal_value=0 0.000187185 internal_weight=0 59.4338 internal_count=2279 2222 is_linear=0 shrinkage=0.0224292 Tree=9788 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=1.85304 2.26145 threshold=-0.45122499999999993 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032790664180546277 4.4020395836204022e-06 -0.00046291026519035131 leaf_weight=3.2530755261213917 56.470314598865343 2.0574563804266282 leaf_count=62 2000 155 internal_value=0 -1.21712e-05 internal_weight=0 58.5278 internal_count=2217 2155 is_linear=0 shrinkage=0.000439788 Tree=9789 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=1.42217 1.51178 threshold=0.084755000000000011 0.0084800000000000032 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.3086398431919387e-05 -0.00027751105808576166 -9.6593924272026904e-05 leaf_weight=42.815284423658568 3.2550299732683916 15.641582340378134 leaf_count=1292 60 865 internal_value=0 2.03424e-05 internal_weight=0 58.4569 internal_count=2217 2157 is_linear=0 shrinkage=0.000439788 Tree=9790 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=1.8256 2.1248 threshold=-0.45122499999999993 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016612419174716408 0.00011946815648647745 -0.02347286597177712 leaf_weight=3.2198717416813443 55.874468986537067 1.9697136521326672 leaf_count=62 2000 155 internal_value=0 -0.000691379 internal_weight=0 57.8442 internal_count=2217 2155 is_linear=0 shrinkage=0.0224292 Tree=9791 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=1.76304 2.06756 threshold=-0.45122499999999993 0.093800000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01641100549475228 0.00011679090579440904 -0.02334561299295566 leaf_weight=3.1868934477533903 55.873842957816805 1.9365099577116769 leaf_count=62 2000 155 internal_value=0 -0.000676591 internal_weight=0 57.8104 internal_count=2217 2155 is_linear=0 shrinkage=0.0224292 Tree=9792 num_leaves=4 num_cat=0 split_feature=3 13 2 split_gain=1.80851 3.46215 2.34968 threshold=-0.078904999999999989 -0.023024999999999997 0.092885000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015680609559407574 0.0073533578991540321 0.0023881709285881688 -0.0035593468173173693 leaf_weight=9.4286682872348155 22.546874762506377 12.244445798908826 17.704856757175094 leaf_count=700 443 590 567 internal_value=0 -0.00547935 0.00255396 internal_weight=0 21.6731 40.2517 internal_count=2300 1290 1010 is_linear=0 shrinkage=0.0224292 Tree=9793 num_leaves=3 num_cat=0 split_feature=15 1213 split_gain=1.77107 1.67242 threshold=0.15891500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035701532348374177 -0.00040216682472943521 2.4916824568451394e-05 leaf_weight=2.2866069885906191 2.0638693218352264 57.953867158378898 leaf_count=365 39 1896 internal_value=0 1.03109e-05 internal_weight=0 60.2405 internal_count=2300 2261 is_linear=0 shrinkage=0.000439788 Tree=9794 num_leaves=3 num_cat=0 split_feature=15 3 split_gain=1.74548 1.88649 threshold=0.15891500000000003 -0.078904999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0049248477170970254 -0.020495560929182956 0.0033998228251536848 leaf_weight=21.195044209479647 2.0518558920157366 38.6163578702417 leaf_count=1285 39 976 internal_value=0 0.000449224 internal_weight=0 59.8114 internal_count=2300 2261 is_linear=0 shrinkage=0.0224292 Tree=9795 num_leaves=4 num_cat=0 split_feature=3 13 43 split_gain=1.77601 3.26244 2.26017 threshold=-0.078904999999999989 -0.023024999999999997 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029911019343344949 0.00023707682485260665 4.3579827118065774e-05 -7.4402069211365065e-06 leaf_weight=9.4819758089840906 9.5446395575836487 12.357536792769222 31.043813376982598 leaf_count=700 283 590 727 internal_value=0 -0.000105336 5.0144e-05 internal_weight=0 21.8395 40.5885 internal_count=2300 1290 1010 is_linear=0 shrinkage=0.000439788 Tree=9796 num_leaves=3 num_cat=0 split_feature=13 448 split_gain=1.46708 1.73596 threshold=0.17769000000000004 -0.077994999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019663338635399548 -0.012457695292757164 0.0014540724222235455 leaf_weight=2.0097763258527257 4.5645589498553809 56.332464669884985 leaf_count=52 128 2117 internal_value=0 0.000720424 internal_weight=0 58.3422 internal_count=2297 2169 is_linear=0 shrinkage=0.0224292 Tree=9797 num_leaves=4 num_cat=0 split_feature=457 13 1374 split_gain=1.41491 1.52552 0.69489 threshold=-0.0046349999999999994 0.17769000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020178099527347601 0.0017135516048324927 -0.011906676417049794 -0.001746603041605499 leaf_weight=2.5176284275025855 54.165552773963782 4.4598520969120719 1.7379075987701069 leaf_count=120 1985 125 67 internal_value=0 0.000673871 -0.0126923 internal_weight=0 58.6254 4.25554 internal_count=2297 2110 187 is_linear=0 shrinkage=0.0224292 Tree=9798 num_leaves=3 num_cat=0 split_feature=448 13 split_gain=1.38596 1.56631 threshold=-0.077994999999999981 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018231483398641671 0.0014040444984904383 -0.012342429420891145 leaf_weight=2.0611883255041894 56.306949094215724 4.4841950259451542 leaf_count=56 2117 124 internal_value=0 0.000386493 internal_weight=0 60.7911 internal_count=2297 2241 is_linear=0 shrinkage=0.0224292 Tree=9799 num_leaves=3 num_cat=0 split_feature=448 13 split_gain=1.33319 1.49879 threshold=-0.077994999999999981 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017935964403302446 0.0013726970189673951 -0.012082052066495558 leaf_weight=2.0486149110947727 56.301537003319027 4.4785647179196522 leaf_count=56 2117 124 internal_value=0 0.000377805 internal_weight=0 60.7801 internal_count=2297 2241 is_linear=0 shrinkage=0.0224292 Tree=9800 num_leaves=4 num_cat=0 split_feature=3 1 16 split_gain=3.76277 3.36907 1.74819 threshold=0.10561500000000001 1.0000000180025095e-35 -0.074319999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019092714295560579 3.4072705818008933e-05 5.5931090498494065e-05 0.00036464736495548115 leaf_weight=15.798826659564382 4.9588354523802982 32.987078146359181 8.2279171735972323 leaf_count=1150 118 895 84 internal_value=0 -2.40549e-05 0.000240565 internal_weight=0 48.7859 13.1868 internal_count=2247 2045 202 is_linear=0 shrinkage=0.000439788 Tree=9801 num_leaves=4 num_cat=0 split_feature=3 1 16 split_gain=3.67894 3.32686 1.7508 threshold=0.10561500000000001 1.0000000180025095e-35 -0.074319999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0097353908183863101 0.0015595224461552389 0.0028199687841217618 0.018506858794454233 leaf_weight=15.681336250866478 4.9106114699752643 32.774473111387124 8.1642638552293629 leaf_count=1150 118 895 84 internal_value=0 -0.00124545 0.0121534 internal_weight=0 48.4558 13.0749 internal_count=2247 2045 202 is_linear=0 shrinkage=0.0224292 Tree=9802 num_leaves=4 num_cat=0 split_feature=3 1 16 split_gain=3.53819 3.18621 1.70142 threshold=0.10561500000000001 1.0000000180025095e-35 -0.074319999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0095398035873730542 0.0015252742891274384 0.0027575853812147116 0.018262997105902831 leaf_weight=15.644719273552708 4.9087093737416572 32.764721391368766 8.0888303377396351 leaf_count=1150 118 895 84 internal_value=0 -0.00121882 0.0119533 internal_weight=0 48.4094 12.9975 internal_count=2247 2045 202 is_linear=0 shrinkage=0.0224292 Tree=9803 num_leaves=4 num_cat=0 split_feature=3 1 16 split_gain=3.40241 3.05128 1.65292 threshold=0.10561500000000001 1.0000000180025095e-35 -0.074319999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093473601014369238 0.0014917641054004735 0.0026965561175231597 0.018019511829196217 leaf_weight=15.609487403845376 4.9068544779966023 32.755283314128064 8.0153466124756942 leaf_count=1150 118 895 84 internal_value=0 -0.00119271 0.011755 internal_weight=0 48.3648 12.9222 internal_count=2247 2045 202 is_linear=0 shrinkage=0.0224292 Tree=9804 num_leaves=4 num_cat=0 split_feature=1 16 12 split_gain=2.23169 2.93592 1.91922 threshold=0.079805000000000015 -0.38959499999999997 -0.013764999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0098381044962202978 0.012263475795806651 -0.012643282226832378 -0.00071978594179424775 leaf_weight=3.6608970243214598 6.8540551911619323 14.232069675919318 34.360718090539649 leaf_count=62 260 1130 826 internal_value=0 -0.00803801 0.00144402 internal_weight=0 17.893 41.2148 internal_count=2278 1192 1086 is_linear=0 shrinkage=0.0224292 Tree=9805 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=2.19345 2.09681 1.56798 threshold=0.079805000000000015 -0.033249999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037935949706183826 -0.00014725742724521965 8.5015529411722386e-05 -7.8963668582783465e-05 leaf_weight=4.4511990082496622 9.8249384666980841 31.787581353873975 13.602803548910058 leaf_count=555 443 643 637 internal_value=0 3.01323e-05 -0.000153349 internal_weight=0 41.6125 18.054 internal_count=2278 1086 1192 is_linear=0 shrinkage=0.000439788 Tree=9806 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=1.7958 2.33789 0.892053 threshold=-0.012249999999999999 -0.38959499999999997 -0.12255999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042121275114762307 0.0001396436586371406 -0.00010464219121451801 8.1848213419062431e-05 leaf_weight=1.8705447935462869 9.2732514795825391 41.069305971584754 7.3010971963431057 leaf_count=137 178 1777 186 internal_value=0 -5.96081e-05 0.000151792 internal_weight=0 50.3426 9.17164 internal_count=2278 1955 323 is_linear=0 shrinkage=0.000439788 Tree=9807 num_leaves=4 num_cat=0 split_feature=4 12 157 split_gain=1.75555 2.34322 1.83927 threshold=-0.0086549999999999978 -1.0000000180025095e-35 -0.07686999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022329720201307618 0.00034445683282822602 -0.00017303936978840673 5.3443131921632972e-06 leaf_weight=3.3464043521198645 3.3948012754105994 20.278051086261257 32.966303194469219 leaf_count=85 107 1267 819 internal_value=0 -0.000116763 3.71692e-05 internal_weight=0 23.6245 36.3611 internal_count=2278 1352 926 is_linear=0 shrinkage=0.000439788 Tree=9808 num_leaves=3 num_cat=0 split_feature=11 1375 split_gain=1.46325 1.48528 threshold=0.089270000000000002 -0.43150999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034317193291569221 -0.00028437986230313078 5.9299619428857371e-05 leaf_weight=1.8074104149709445 2.6563093572153766 61.385220975643279 leaf_count=16 75 2188 internal_value=0 4.76881e-05 internal_weight=0 63.1926 internal_count=2279 2204 is_linear=0 shrinkage=0.000439788 Tree=9809 num_leaves=3 num_cat=0 split_feature=11 1375 split_gain=1.44675 1.43795 threshold=0.089270000000000002 -0.42211999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016882077482530684 -0.014543615787783066 0.0029382361765739702 leaf_weight=1.8802376598177932 2.6438715221256635 60.652730811601259 leaf_count=22 75 2182 internal_value=0 0.00233731 internal_weight=0 62.533 internal_count=2279 2204 is_linear=0 shrinkage=0.0224292 Tree=9810 num_leaves=3 num_cat=0 split_feature=456 41 split_gain=1.33029 1.14121 threshold=0.087015000000000023 0.078475000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029733969696184403 -0.01419368667199368 -0.010593539144483405 leaf_weight=59.327390186776256 2.5544056405869915 3.2736267140826376 leaf_count=2050 131 98 internal_value=0 0.00226092 internal_weight=0 62.601 internal_count=2279 2148 is_linear=0 shrinkage=0.0224292 Tree=9811 num_leaves=3 num_cat=0 split_feature=11 1375 split_gain=1.37429 1.37649 threshold=0.089270000000000002 -0.42211999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016546062607226474 -0.01423628143728407 0.0028356047980883647 leaf_weight=1.8823859809344856 2.6337014158634693 60.607415997257021 leaf_count=22 75 2182 internal_value=0 0.00224689 internal_weight=0 62.4898 internal_count=2279 2204 is_linear=0 shrinkage=0.0224292 Tree=9812 num_leaves=4 num_cat=0 split_feature=131 1374 15 split_gain=1.63666 1.3257 1.09852 threshold=0.087705000000000019 -0.094929999999999987 -0.084744999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030385021322183319 2.5645253410521831e-05 5.1341354259258161e-05 -0.00043118766991701892 leaf_weight=2.0876026421028646 1.7169517920665383 57.783815092509258 2.4747633182378186 leaf_count=37 99 1944 232 internal_value=0 3.88636e-05 -0.000244798 internal_weight=0 59.8714 4.19172 internal_count=2312 1981 331 is_linear=0 shrinkage=0.000439788 Tree=9813 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=1.5894 1.67473 1.09263 threshold=0.087705000000000019 -0.24689499999999998 -0.084744999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015005057897872466 0.0013855550714207889 0.00086046984771102398 -0.021983232006929056 leaf_weight=4.5423211008746867 1.703238658574264 54.869021837844002 2.4340312790627641 leaf_count=101 99 1880 232 internal_value=0 0.00194637 -0.0124005 internal_weight=0 59.4113 4.13727 internal_count=2312 1981 331 is_linear=0 shrinkage=0.0224292 Tree=9814 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=1.48873 1.52691 threshold=0.18307500000000002 0.092355000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.8699916536301217e-05 0.00033188541668711756 -0.00014056901437301922 leaf_weight=49.9413465807786 2.8129880546239283 11.24169346546614 leaf_count=1519 113 680 internal_value=0 5.72769e-06 internal_weight=0 61.183 internal_count=2312 2199 is_linear=0 shrinkage=0.000439788 Tree=9815 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=1.5569 1.68188 1.08328 threshold=0.087705000000000019 -0.24689499999999998 -0.084744999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029430722256182693 2.6218312821204489e-05 1.6849828698145571e-05 -0.00042880912047354026 leaf_weight=4.5565906229458042 1.7264963078541766 55.277095919993144 2.418778019706223 leaf_count=101 99 1880 232 internal_value=0 3.80665e-05 -0.00024004 internal_weight=0 59.8337 4.14527 internal_count=2312 1981 331 is_linear=0 shrinkage=0.000439788 Tree=9816 num_leaves=3 num_cat=0 split_feature=457 454 split_gain=1.97379 1.62983 threshold=0.10487 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019157174076000059 -0.017736492953445857 0.0018570257303024164 leaf_weight=1.8964776508037164 2.8745982616528627 60.476368740374028 leaf_count=54 53 2171 internal_value=0 0.00121241 internal_weight=0 62.3728 internal_count=2278 2225 is_linear=0 shrinkage=0.0224292 Tree=9817 num_leaves=3 num_cat=0 split_feature=457 13 split_gain=1.88708 1.38291 threshold=0.10487 -0.5149999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018169913022045681 -0.017343899110424409 0.0017613945965505779 leaf_weight=1.7843680318801478 2.8741702019506183 60.561261897237046 leaf_count=39 53 2186 internal_value=0 0.00118556 internal_weight=0 62.3456 internal_count=2278 2225 is_linear=0 shrinkage=0.0224292 Tree=9818 num_leaves=3 num_cat=0 split_feature=457 13 split_gain=1.80401 1.316 threshold=0.10487 -0.5149999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017670440541946414 -0.016958981892948012 0.0017221026370215565 leaf_weight=1.7940797331175407 2.8739131496331529 60.554227378574751 leaf_count=39 53 2186 internal_value=0 0.00115884 internal_weight=0 62.3483 internal_count=2278 2225 is_linear=0 shrinkage=0.0224292 Tree=9819 num_leaves=3 num_cat=0 split_feature=457 454 split_gain=1.72452 1.57217 threshold=0.10487 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018949009550671483 -0.016581662009848581 0.0017636748137077271 leaf_weight=1.8824673022791092 2.8738192301971131 60.468676004054487 leaf_count=54 53 2171 internal_value=0 0.00113272 internal_weight=0 62.3511 internal_count=2278 2225 is_linear=0 shrinkage=0.0224292 Tree=9820 num_leaves=3 num_cat=0 split_feature=403 14 split_gain=1.84314 1.1943 threshold=-0.088654999999999984 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043717945949332007 4.5130992948180076e-05 -0.00028101582689149431 leaf_weight=1.637155844398875 58.524904645455308 2.2363504953827933 leaf_count=296 1899 77 internal_value=0 3.30425e-05 internal_weight=0 60.7613 internal_count=2272 1976 is_linear=0 shrinkage=0.000439788 Tree=9821 num_leaves=3 num_cat=0 split_feature=403 14 split_gain=1.84468 1.13236 threshold=-0.088654999999999984 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043727850597145558 4.5246174601842567e-05 -0.00027528832626413046 leaf_weight=1.6344076882141951 58.32798549775589 2.1936450844095807 leaf_count=296 1899 77 internal_value=0 3.3545e-05 internal_weight=0 60.5216 internal_count=2272 1976 is_linear=0 shrinkage=0.000439788 Tree=9822 num_leaves=3 num_cat=0 split_feature=403 14 split_gain=1.84613 1.15476 threshold=-0.088654999999999984 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043705377071139506 4.5498095021726927e-05 -0.00027791135017039771 leaf_weight=1.6358204853659106 58.614342821615992 2.1972184322908097 leaf_count=296 1899 77 internal_value=0 3.37292e-05 internal_weight=0 60.8116 internal_count=2272 1976 is_linear=0 shrinkage=0.000439788 Tree=9823 num_leaves=3 num_cat=0 split_feature=403 14 split_gain=1.89815 1.17495 threshold=-0.088654999999999984 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043828112386117609 4.7298630897548763e-05 -0.00027836780373063295 leaf_weight=1.6616538176876918 58.931237632727743 2.2046662324628405 leaf_count=296 1899 77 internal_value=0 3.54713e-05 internal_weight=0 61.1359 internal_count=2272 1976 is_linear=0 shrinkage=0.000439788 Tree=9824 num_leaves=3 num_cat=0 split_feature=11 15 split_gain=1.76187 1.21515 threshold=0.088215000000000002 -0.0070549999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012609960119520861 -0.019152319917626386 0.0051328727446341852 leaf_weight=29.650166836283915 2.0373973181804095 30.134929299021678 leaf_count=1157 82 1035 internal_value=0 0.00196247 internal_weight=0 59.7851 internal_count=2274 2192 is_linear=0 shrinkage=0.0224292 Tree=9825 num_leaves=3 num_cat=0 split_feature=11 51 split_gain=1.6823 1.24255 threshold=0.088215000000000002 -0.40771999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003354211214029532 -0.00036747784512528513 4.7136543567310782e-05 leaf_weight=1.6704378359754617 2.0432843266501086 58.728336714630132 leaf_count=78 82 2114 internal_value=0 3.64536e-05 internal_weight=0 60.3988 internal_count=2274 2192 is_linear=0 shrinkage=0.000439788 Tree=9826 num_leaves=3 num_cat=0 split_feature=11 15 split_gain=1.69234 1.16193 threshold=0.088215000000000002 -0.0070549999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012341951021366856 -0.018840708916058154 0.0050182238161547606 leaf_weight=29.65810680120785 2.024356578731612 30.123993878391047 leaf_count=1157 82 1035 internal_value=0 0.00191697 internal_weight=0 59.7821 internal_count=2274 2192 is_linear=0 shrinkage=0.0224292 Tree=9827 num_leaves=3 num_cat=0 split_feature=11 51 split_gain=1.62663 1.23023 threshold=0.088215000000000002 -0.40771999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017139245777141304 -0.01853693518808645 0.0024181878685924328 leaf_weight=1.645461247931961 2.0118382536720665 58.122728363355691 leaf_count=78 82 2114 internal_value=0 0.00187446 internal_weight=0 59.7682 internal_count=2274 2192 is_linear=0 shrinkage=0.0224292 Tree=9828 num_leaves=4 num_cat=0 split_feature=4 1 43 split_gain=1.19385 4.55726 1.52583 threshold=-0.026374999999999999 1.0000000180025095e-35 -0.083944999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011182138354122633 -0.019502171779972856 0.0010926957041840367 -0.0002140237007437506 leaf_weight=9.0158911503785948 6.537446289576109 30.771926397349489 17.088350938147869 leaf_count=227 531 632 843 internal_value=0 -0.00252412 0.00372728 internal_weight=0 37.3094 26.1042 internal_count=2233 1163 1070 is_linear=0 shrinkage=0.0224292 Tree=9829 num_leaves=4 num_cat=0 split_feature=484 49 160 split_gain=1.10074 1.47779 0.886381 threshold=0.085515000000000022 -0.14750499999999997 -0.080984999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018569881570568576 0.00030193755205803704 -4.1486737625253794e-05 -4.1095026206802833e-05 leaf_weight=6.1881248035351737 3.9746450850580004 51.342062599112296 2.2871329160770975 leaf_count=75 161 1926 71 internal_value=0 -1.69965e-05 0.0001769 internal_weight=0 57.5302 6.26178 internal_count=2233 2001 232 is_linear=0 shrinkage=0.000439788 Tree=9830 num_leaves=3 num_cat=0 split_feature=150 4 split_gain=1.11667 1.38295 threshold=-0.22665999999999997 -0.026374999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028727057551316193 6.668755138550951e-05 -6.6572360290676524e-05 leaf_weight=2.5286886570393099 26.208657305778161 35.363538038922343 leaf_count=27 1067 1139 internal_value=0 -9.84621e-06 internal_weight=0 61.5722 internal_count=2233 2206 is_linear=0 shrinkage=0.000439788 Tree=9831 num_leaves=4 num_cat=0 split_feature=4 1 123 split_gain=1.15861 3.37487 1.39244 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083275000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018209596136091019 -0.021159989122964136 -6.0053333978723032e-06 0.021954530448462604 leaf_weight=31.552579438375687 4.4371018762876728 25.533030333065653 1.8095056418460433 leaf_count=1416 261 485 71 internal_value=0 -0.00314935 0.0029249 internal_weight=0 29.9701 33.3621 internal_count=2233 746 1487 is_linear=0 shrinkage=0.0224292 Tree=9832 num_leaves=4 num_cat=0 split_feature=2 156 43 split_gain=1.42381 2.17454 2.13717 threshold=0.073240000000000013 0.081415000000000015 -0.22778999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028724248202868268 0.0028691053968634586 -0.012260378158161656 -0.0034912540053869158 leaf_weight=1.9222798501432397 42.300746358847846 5.3685557687917926 13.032057361649093 leaf_count=22 1488 286 508 internal_value=0 0.00116098 -0.00676728 internal_weight=0 47.6693 14.9543 internal_count=2304 1774 530 is_linear=0 shrinkage=0.0224292 Tree=9833 num_leaves=4 num_cat=0 split_feature=457 52 16 split_gain=1.38166 2.5288 1.78234 threshold=0.082380000000000009 -0.24600999999999998 -0.093804999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021835445607688311 -0.0062202413951933638 -0.00092266096832642572 0.014020039306376752 leaf_weight=3.0702373274784795 3.3214549888361944 49.827221851965305 6.3480451612340385 leaf_count=251 51 1863 139 internal_value=0 -0.00214391 0.00706898 internal_weight=0 52.8975 9.6695 internal_count=2304 2114 190 is_linear=0 shrinkage=0.0224292 Tree=9834 num_leaves=4 num_cat=0 split_feature=2 16 156 split_gain=1.38118 2.20439 2.15351 threshold=0.073240000000000013 -0.087989999999999985 0.081415000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011627357795638542 5.7909456000667623e-05 -0.0002438028270237379 -0.00023600060294004508 leaf_weight=4.8351567298304863 42.607952061522383 10.198568002856517 5.4178176817595149 leaf_count=130 1488 400 286 internal_value=0 -0.000127994 2.46727e-05 internal_weight=0 15.0337 48.0258 internal_count=2304 530 1774 is_linear=0 shrinkage=0.000439788 Tree=9835 num_leaves=4 num_cat=0 split_feature=48 16 47 split_gain=1.41429 2.53301 2.24217 threshold=0.091545000000000015 -0.094434999999999977 0.092530000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8410161289813141e-05 -0.00012573497574248744 0.00025107154217806634 -0.00034451816989519149 leaf_weight=43.931858640435166 5.5631020296241322 9.0275293663498797 4.4763356296680277 leaf_count=1909 98 187 110 internal_value=0 0.000107427 -4.86895e-05 internal_weight=0 14.5906 48.4082 internal_count=2304 285 2019 is_linear=0 shrinkage=0.000439788 Tree=9836 num_leaves=3 num_cat=0 split_feature=1 13 split_gain=2.14509 2.10549 threshold=0.14000500000000002 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010165192976025082 0.00033135874418332409 -0.00010172635499188218 leaf_weight=12.743187338601272 2.9015417824712122 43.084075619685336 leaf_count=246 83 1924 internal_value=0 -5.52841e-05 internal_weight=0 55.8273 internal_count=2253 2170 is_linear=0 shrinkage=0.000439788 Tree=9837 num_leaves=3 num_cat=0 split_feature=1 13 split_gain=2.11709 1.93428 threshold=0.14000500000000002 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0048521173084706496 0.01679603526728974 -0.0051503675634730454 leaf_weight=12.581065202764874 2.8790820086023805 42.647918136912722 leaf_count=246 83 1924 internal_value=0 -0.00287093 internal_weight=0 55.229 internal_count=2253 2170 is_linear=0 shrinkage=0.0224292 Tree=9838 num_leaves=3 num_cat=0 split_feature=1 13 split_gain=2.14273 2.03747 threshold=0.14000500000000002 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010071011755732424 0.00033233843862376605 -9.8959360917592374e-05 leaf_weight=12.80253194817851 2.9144475144094022 43.156170051408026 leaf_count=246 83 1924 internal_value=0 -5.32591e-05 internal_weight=0 55.9587 internal_count=2253 2170 is_linear=0 shrinkage=0.000439788 Tree=9839 num_leaves=3 num_cat=0 split_feature=1 151 split_gain=2.10273 1.94549 threshold=0.14000500000000002 -0.086769999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014490969883772047 0.00032894221488714788 -8.7837227223054086e-05 leaf_weight=8.1041838462297147 2.8961290850538708 47.968387598071786 leaf_count=195 83 1975 internal_value=0 -5.41604e-05 internal_weight=0 56.0726 internal_count=2253 2170 is_linear=0 shrinkage=0.000439788 Tree=9840 num_leaves=4 num_cat=0 split_feature=3 403 13 split_gain=1.68692 2.38223 1.48014 threshold=0.11932000000000002 0.10160500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020478603659947045 0.00034360148374459019 -0.024043262440209674 -0.019877222565809146 leaf_weight=53.414546423886804 3.4645522109913145 1.8013875725755486 3.8184293266822342 leaf_count=1982 113 146 53 internal_value=0 0.00118864 -0.0102823 internal_weight=0 55.2159 7.28298 internal_count=2294 2128 166 is_linear=0 shrinkage=0.0224292 Tree=9841 num_leaves=4 num_cat=0 split_feature=3 1 13 split_gain=1.61446 1.6051 1.41982 threshold=0.11932000000000002 0.099325000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014971871287653225 0.00033598735015429249 0.0066616341365674427 -0.019480545209368382 leaf_weight=37.199194227438738 3.4640330869387981 17.977469446688701 3.8092888084938741 leaf_count=1674 113 454 53 internal_value=0 0.00116248 -0.0100664 internal_weight=0 55.1767 7.27332 internal_count=2294 2128 166 is_linear=0 shrinkage=0.0224292 Tree=9842 num_leaves=4 num_cat=0 split_feature=3 1 13 split_gain=1.54512 1.53698 1.36168 threshold=0.11932000000000002 0.099325000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001463828776963096 0.0003285415187710867 0.0065255307634885075 -0.019089178466457808 leaf_weight=37.194039837767377 3.4635256648216455 17.941605478417841 3.8006863927439545 leaf_count=1674 113 454 53 internal_value=0 0.00113733 -0.00985435 internal_weight=0 55.1356 7.26421 internal_count=2294 2128 166 is_linear=0 shrinkage=0.0224292 Tree=9843 num_leaves=4 num_cat=0 split_feature=3 403 13 split_gain=1.3942 2.42101 1.32294 threshold=0.11932000000000002 0.10160500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0737535112475265e-05 1.481421472637846e-05 -0.00047088392935570211 -0.00035832616357971543 leaf_weight=53.839109117595854 3.5197332667958108 1.8313134561503819 3.8231800279318113 leaf_count=1982 113 146 53 internal_value=0 2.37518e-05 -0.000179891 internal_weight=0 55.6704 7.34291 internal_count=2294 2128 166 is_linear=0 shrinkage=0.000439788 Tree=9844 num_leaves=3 num_cat=0 split_feature=39 9 split_gain=1.88997 2.30152 threshold=0.11163500000000001 0.081890000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00087185914637057853 -0.022802996357212328 -0.018580216498050493 leaf_weight=56.370727323801475 1.899087259238512 3.2164098967041346 leaf_count=2119 61 65 internal_value=0 -0.000183744 internal_weight=0 59.5871 internal_count=2245 2184 is_linear=0 shrinkage=0.0224292 Tree=9845 num_leaves=3 num_cat=0 split_feature=39 9 split_gain=1.78911 2.18021 threshold=0.11163500000000001 0.081890000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7141097481536055e-05 -0.00043238813940047637 -0.00035418532305716351 leaf_weight=56.642902098943523 1.9175844591918565 3.2136476887499148 leaf_count=2119 61 65 internal_value=0 -2.90167e-06 internal_weight=0 59.8565 internal_count=2245 2184 is_linear=0 shrinkage=0.000439788 Tree=9846 num_leaves=3 num_cat=0 split_feature=39 9 split_gain=1.77323 2.19199 threshold=0.11163500000000001 0.081890000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7307391220419574e-05 -0.00043044187231035188 -0.00035456372264750852 leaf_weight=56.703338876011685 1.9168334663336271 3.2218641002436916 leaf_count=2119 61 65 internal_value=0 -2.79272e-06 internal_weight=0 59.9252 internal_count=2245 2184 is_linear=0 shrinkage=0.000439788 Tree=9847 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=1.78315 2.28982 threshold=0.081890000000000004 0.10616500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8654612589908326e-05 -0.0003277213968032727 -0.00044957916840411571 leaf_weight=56.402021985194096 3.3375579253188326 2.0759790436613903 leaf_count=2101 71 73 internal_value=0 1.89093e-06 internal_weight=0 58.478 internal_count=2245 2174 is_linear=0 shrinkage=0.000439788 Tree=9848 num_leaves=3 num_cat=0 split_feature=1 1373 split_gain=2.06672 2.05789 threshold=0.14000500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029941527025264597 0.017149697440044125 0.015834492997980825 leaf_weight=52.164084009966246 2.9889941576175252 3.0744390084582838 leaf_count=2097 89 61 internal_value=0 -0.00194109 internal_weight=0 55.2385 internal_count=2247 2158 is_linear=0 shrinkage=0.0224292 Tree=9849 num_leaves=3 num_cat=0 split_feature=1 150 split_gain=1.95397 2.13662 threshold=0.13840500000000003 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.9828986069266207e-05 0.00032233195305844914 0.00013303799673757669 leaf_weight=44.21340682583741 3.089395254367445 11.470672340938789 leaf_count=1857 104 286 internal_value=0 -3.59488e-05 internal_weight=0 55.6841 internal_count=2247 2143 is_linear=0 shrinkage=0.000439788 Tree=9850 num_leaves=3 num_cat=0 split_feature=1 150 split_gain=1.99194 2.11523 threshold=0.13840500000000003 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.0872008906866504e-05 0.00032362466559351726 0.00013137709802304924 leaf_weight=44.137195274295891 3.1060319201333177 11.414579002620028 leaf_count=1857 104 286 internal_value=0 -3.72297e-05 internal_weight=0 55.5518 internal_count=2247 2143 is_linear=0 shrinkage=0.000439788 Tree=9851 num_leaves=3 num_cat=0 split_feature=1 150 split_gain=1.98764 2.08482 threshold=0.13840500000000003 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0041346261531186373 0.016535787172291847 0.0066520984225034554 leaf_weight=43.779508432951843 3.083406097556689 11.33171744619767 leaf_count=1857 104 286 internal_value=0 -0.00191517 internal_weight=0 55.1112 internal_count=2247 2143 is_linear=0 shrinkage=0.0224292 Tree=9852 num_leaves=3 num_cat=0 split_feature=403 1456 split_gain=2.54207 1.23966 threshold=0.093800000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017184908662531827 -0.023774028246499126 0.0015382377269792028 leaf_weight=1.8151712990318163 2.1428916218419536 59.074870061709589 leaf_count=209 182 1888 internal_value=0 0.000974877 internal_weight=0 60.89 internal_count=2279 2097 is_linear=0 shrinkage=0.0224292 Tree=9853 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.49452 1.17458 threshold=0.093800000000000008 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6642412883471057e-05 -0.00046400791706857186 -0.00019362852289819994 leaf_weight=56.569763253835845 2.1193512776480921 4.6164462338617787 leaf_count=1860 182 237 internal_value=0 1.92137e-05 internal_weight=0 61.1862 internal_count=2279 2097 is_linear=0 shrinkage=0.000439788 Tree=9854 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.47291 1.18877 threshold=0.093800000000000008 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018481010388323974 -0.023674276401379184 -0.010018764732537561 leaf_weight=56.291257145150212 2.1035284960953495 4.5741688550072004 leaf_count=1860 182 237 internal_value=0 0.000953418 internal_weight=0 60.8654 internal_count=2279 2097 is_linear=0 shrinkage=0.0224292 Tree=9855 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.47444 1.13492 threshold=0.093800000000000008 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6807023044926009e-05 -0.00046283814363970888 -0.00018934894671215096 leaf_weight=56.761294055332201 2.1073512011598714 4.6237818468157448 leaf_count=1860 182 237 internal_value=0 1.97184e-05 internal_weight=0 61.3851 internal_count=2279 2097 is_linear=0 shrinkage=0.000439788 Tree=9856 num_leaves=4 num_cat=0 split_feature=457 3 3 split_gain=2.14684 2.5179 1.32527 threshold=0.080930000000000016 -0.10106999999999998 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066688960141229204 0.0010436850740642171 -0.0047081082120721887 0.017673984751887282 leaf_weight=13.021480758950473 4.666975115065723 39.20181630451475 4.972649093659129 leaf_count=284 132 1802 54 internal_value=0 -0.00186994 0.00964049 internal_weight=0 52.2233 9.63962 internal_count=2272 2086 186 is_linear=0 shrinkage=0.0224292 Tree=9857 num_leaves=4 num_cat=0 split_feature=457 3 3 split_gain=2.062 2.40899 1.28902 threshold=0.080930000000000016 -0.10106999999999998 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065334423686211748 0.0010205411609998647 -0.0046040498825742739 0.017464426860064025 leaf_weight=12.994040804200948 4.6662036972738843 39.189273511048441 4.9202705778916425 leaf_count=284 132 1802 54 internal_value=0 -0.00182935 0.00947833 internal_weight=0 52.1833 9.58647 internal_count=2272 2086 186 is_linear=0 shrinkage=0.0224292 Tree=9858 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=2.12569 3.36074 2.20332 threshold=0.083055000000000018 -0.10147999999999999 0.084055000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3857140923309364e-05 0.00051291170551377469 -0.00030067158449883835 2.9644133658301806e-05 leaf_weight=7.2785674228944144 1.885500957701878 9.7553207337114127 43.591722062865983 leaf_count=68 63 534 1607 internal_value=0 -0.000132173 4.98874e-05 internal_weight=0 17.0339 45.4772 internal_count=2272 602 1670 is_linear=0 shrinkage=0.000439788 Tree=9859 num_leaves=4 num_cat=0 split_feature=457 3 3 split_gain=1.97242 2.23253 1.27256 threshold=0.080930000000000016 -0.10106999999999998 0.090900000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012410900076394055 1.9199174871959622e-05 -8.5648657930336057e-05 0.00033964545402611918 leaf_weight=13.032256895090994 4.688224402121703 39.554822339752491 4.8904558367285063 leaf_count=284 132 1802 54 internal_value=0 -3.36398e-05 0.000183155 internal_weight=0 52.5871 9.57868 internal_count=2272 2086 186 is_linear=0 shrinkage=0.000439788 Tree=9860 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=1.59961 2.92599 1.75101 threshold=0.079805000000000015 0.088235000000000022 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011674316429966287 0.0060036878789907194 0.0063867020905303273 -0.0033124601177337114 leaf_weight=13.311137855430845 24.403295092691224 6.806821025546923 17.350638729662023 leaf_count=927 769 314 276 internal_value=0 -0.00556319 0.00213266 internal_weight=0 20.118 41.7539 internal_count=2286 1241 1045 is_linear=0 shrinkage=0.0224292 Tree=9861 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=1.53122 2.80418 1.67456 threshold=0.079805000000000015 0.088235000000000022 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011445573997813452 0.0058743461880888612 0.0062453733148218034 -0.0032358919952107179 leaf_weight=13.273452962767125 24.381876100144837 6.8051797122884627 17.363131828042242 leaf_count=927 769 314 276 internal_value=0 -0.00544941 0.00208535 internal_weight=0 20.0786 41.745 internal_count=2286 1241 1045 is_linear=0 shrinkage=0.0224292 Tree=9862 num_leaves=3 num_cat=0 split_feature=10 1 split_gain=1.49122 1.26461 threshold=-0.012544999999999999 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033568976660960611 -7.6823763940994305e-05 5.1541566709132231e-05 leaf_weight=2.353990921986223 33.365298437287038 26.710642416192059 leaf_count=80 1605 601 internal_value=0 -1.97524e-05 internal_weight=0 60.0759 internal_count=2286 2206 is_linear=0 shrinkage=0.000439788 Tree=9863 num_leaves=4 num_cat=0 split_feature=1 12 132 split_gain=1.45169 2.73209 1.63207 threshold=0.079805000000000015 0.092355000000000007 0.079320000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1055147515051668e-05 1.7277329410833515e-05 -0.0004267282102630964 0.00034205433203227819 leaf_weight=16.335677377697952 39.093945217734472 3.9780602747114235 3.2218882856304836 leaf_count=858 937 383 108 internal_value=0 -0.000100825 4.21487e-05 internal_weight=0 20.3137 42.3158 internal_count=2286 1241 1045 is_linear=0 shrinkage=0.000439788 Tree=9864 num_leaves=4 num_cat=0 split_feature=123 52 133 split_gain=1.94918 2.40009 0.682465 threshold=1.0000000180025095e-35 0.14114500000000005 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012084920067889541 6.927341944181815e-05 0.00016855571986876787 0.00041444653465638997 leaf_weight=44.76992137522916 2.6377837460513538 6.3082298721460566 1.9030042181839233 leaf_count=1790 92 271 98 internal_value=0 -8.50576e-05 0.000215062 internal_weight=0 51.0782 4.54079 internal_count=2251 2061 190 is_linear=0 shrinkage=0.000439788 Tree=9865 num_leaves=4 num_cat=0 split_feature=49 123 0 split_gain=1.93883 1.65487 0.889393 threshold=0.11151500000000002 1.0000000180025095e-35 -0.13582999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057886938353432235 -0.0015335063205118198 0.0092773492591920869 0.016626796534296155 leaf_weight=45.642865414828293 2.268553237186552 3.9710112553402714 3.3449512600896005 leaf_count=1896 42 171 142 internal_value=0 -0.00457973 0.00930745 internal_weight=0 49.6139 5.6135 internal_count=2251 2067 184 is_linear=0 shrinkage=0.0224292 Tree=9866 num_leaves=4 num_cat=0 split_feature=123 52 133 split_gain=1.92505 2.35028 0.674612 threshold=1.0000000180025095e-35 0.14114500000000005 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011770728237189928 7.1020980602682396e-05 0.00016810640660248595 0.00041378701369529624 leaf_weight=44.878275659177461 2.6502297560418802 6.3349351233202915 1.904880229703849 leaf_count=1790 92 271 98 internal_value=0 -8.23034e-05 0.00021549 internal_weight=0 51.2132 4.55511 internal_count=2251 2061 190 is_linear=0 shrinkage=0.000439788 Tree=9867 num_leaves=4 num_cat=0 split_feature=1 48 52 split_gain=1.90208 3.26052 2.8898 threshold=0.094435000000000005 0.092475000000000016 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019246385197166496 -0.0003977264552263128 0.00018732091513266766 8.8384564583755614e-05 leaf_weight=26.417131350927097 2.6412182066778795 5.2226797237813107 21.317367894930612 leaf_count=1454 102 136 559 internal_value=0 -0.000129699 3.45212e-05 internal_weight=0 31.6398 23.9586 internal_count=2251 1590 661 is_linear=0 shrinkage=0.000439788 Tree=9868 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=1.74923 1.47972 threshold=-0.49367499999999992 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028382076073399441 -0.00022363092975953436 7.5454524910323161e-05 leaf_weight=2.9842163465655167 3.3599832491217958 60.437521387015522 leaf_count=114 90 2112 internal_value=0 5.96406e-05 internal_weight=0 63.7975 internal_count=2316 2202 is_linear=0 shrinkage=0.000439788 Tree=9869 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=1.78119 1.50479 threshold=-0.49367499999999992 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028641929656235979 -0.00022247301442226188 7.9159423647315219e-05 leaf_weight=2.9327647264144607 3.3609316796701014 59.989305118313268 leaf_count=114 90 2112 internal_value=0 6.30947e-05 internal_weight=0 63.3502 internal_count=2316 2202 is_linear=0 shrinkage=0.000439788 Tree=9870 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=1.75998 1.43915 threshold=-0.49367499999999992 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014620768022139271 -0.011151274538660811 0.0039418226399996412 leaf_weight=2.9217762158805263 3.3399040148133272 59.304663285720608 leaf_count=114 90 2112 internal_value=0 0.00313398 internal_weight=0 62.6446 internal_count=2316 2202 is_linear=0 shrinkage=0.0224292 Tree=9871 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=1.693 1.41995 threshold=-0.49367499999999992 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028003830386879789 -0.00021779223969215961 7.588691535302932e-05 leaf_weight=2.9406231868197201 3.3448405892377187 59.896950583517537 leaf_count=114 90 2112 internal_value=0 6.02933e-05 internal_weight=0 63.2418 internal_count=2316 2202 is_linear=0 shrinkage=0.000439788 Tree=9872 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=1.82315 1.51971 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037494326463479864 -0.00030048266771815591 4.5093691917714852e-05 leaf_weight=2.184993107977788 2.5418288487355758 63.338573275702629 leaf_count=43 358 1927 internal_value=0 3.16773e-05 internal_weight=0 65.8804 internal_count=2328 2285 is_linear=0 shrinkage=0.000439788 Tree=9873 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=1.83112 1.49949 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019195684916593177 -0.015279543006739832 0.0022905497247322671 leaf_weight=2.1801154908898743 2.5230417555271734 63.102667213076302 leaf_count=43 358 1927 internal_value=0 0.0016108 internal_weight=0 65.6257 internal_count=2328 2285 is_linear=0 shrinkage=0.0224292 Tree=9874 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=1.75132 1.4439 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018777024769880499 -0.015076823562546917 0.0022397862903315107 leaf_weight=2.1791725324583231 2.5001331056130303 63.086051034371849 leaf_count=43 358 1927 internal_value=0 0.00157548 internal_weight=0 65.5862 internal_count=2328 2285 is_linear=0 shrinkage=0.0224292 Tree=9875 num_leaves=3 num_cat=0 split_feature=1374 475 split_gain=1.67488 1.35115 threshold=-0.094929999999999987 -0.077819999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018366008151613739 -0.010210699742680617 0.002422461310372272 leaf_weight=2.1784060418140134 4.5598605799068528 60.987993509930675 leaf_count=43 246 2039 internal_value=0 0.00154091 internal_weight=0 65.5479 internal_count=2328 2285 is_linear=0 shrinkage=0.0224292 Tree=9876 num_leaves=4 num_cat=0 split_feature=156 474 49 split_gain=1.40003 1.68245 1.05522 threshold=0.091255000000000017 0.088585000000000011 -0.05307499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6957005548117469e-05 -0.00056425606736065662 6.4436029644835785e-05 6.0288906365444079e-05 leaf_weight=14.010337875290132 1.7100937677992072 1.5647727414543622 47.585276576319757 leaf_count=256 130 71 1842 internal_value=0 -0.000265226 2.90572e-05 internal_weight=0 3.27487 61.5956 internal_count=2299 201 2098 is_linear=0 shrinkage=0.000439788 Tree=9877 num_leaves=4 num_cat=0 split_feature=156 474 13 split_gain=1.39927 1.67259 1.03345 threshold=0.091255000000000017 0.088585000000000011 -0.47365999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014542969848930786 -0.028853779948302866 0.0032722248488192733 0.00079035246469677902 leaf_weight=2.8656531512024221 1.7002357046435457 1.5438103202686759 58.410016139574054 leaf_count=58 130 71 2040 internal_value=0 -0.0136356 0.00143784 internal_weight=0 3.24405 61.2757 internal_count=2299 201 2098 is_linear=0 shrinkage=0.0224292 Tree=9878 num_leaves=3 num_cat=0 split_feature=13 159 split_gain=1.07902 1.17222 threshold=-0.47365999999999991 0.10559500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01381240701660689 0.0006246870064177786 -0.015861191286278473 leaf_weight=2.9738603412679359 59.266065608940835 2.2331073692835153 leaf_count=67 2071 161 internal_value=0 2.13286e-05 internal_weight=0 61.4992 internal_count=2299 2232 is_linear=0 shrinkage=0.0224292 Tree=9879 num_leaves=4 num_cat=0 split_feature=156 474 49 split_gain=1.3274 1.64212 1.07646 threshold=0.091255000000000017 0.088585000000000011 -0.05307499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8853031823817939e-05 -0.00055669685354816929 6.6527243124440741e-05 5.9911599270354209e-05 leaf_weight=13.982299973402403 1.6922982297223819 1.558938263216987 47.470877601670509 leaf_count=256 130 71 1842 internal_value=0 -0.000259223 2.83241e-05 internal_weight=0 3.25124 61.4532 internal_count=2299 201 2098 is_linear=0 shrinkage=0.000439788 Tree=9880 num_leaves=4 num_cat=0 split_feature=13 159 52 split_gain=1.0861 1.28657 1.07515 threshold=-0.094869999999999996 0.091305000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011010180584475652 0.00053818824894649796 -0.013792420775085948 -0.0042566598797515289 leaf_weight=8.9668787551127007 48.973879721025014 3.349200031797408 3.1168638179915424 leaf_count=177 1791 201 97 internal_value=0 -0.00038381 0.00707177 internal_weight=0 52.3231 12.0837 internal_count=2266 1992 274 is_linear=0 shrinkage=0.0224292 Tree=9881 num_leaves=4 num_cat=0 split_feature=133 159 133 split_gain=1.04991 1.2299 1.16152 threshold=-0.15580999999999998 0.10607000000000001 -0.23119499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010443387986130465 0.00088863786851489245 -0.01548648742375038 0.024652885381712192 leaf_weight=2.3051475743468473 57.767676675720395 2.3843019045057181 1.9065391014555633 leaf_count=156 1920 163 27 internal_value=0 0.000234853 0.0117944 internal_weight=0 60.152 4.21169 internal_count=2266 2083 183 is_linear=0 shrinkage=0.0224292 Tree=9882 num_leaves=4 num_cat=0 split_feature=13 131 52 split_gain=1.0259 1.22417 1.02529 threshold=-0.094869999999999996 0.098515000000000005 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010741665204166103 -0.0011840327779706512 0.014356497887360526 -0.0041757168140324555 leaf_weight=8.9100286080192728 49.639502070991739 2.6689455071027615 3.1187877264401314 leaf_count=177 1827 165 97 internal_value=0 -0.000386156 0.00687345 internal_weight=0 52.3084 12.0288 internal_count=2266 1992 274 is_linear=0 shrinkage=0.0224292 Tree=9883 num_leaves=4 num_cat=0 split_feature=13 150 15 split_gain=1.03024 1.26992 0.980575 threshold=-0.094869999999999996 -0.22665999999999997 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0619595143798958e-05 0.00029205899138406147 -2.1542447589689716e-05 0.00034334743848374566 leaf_weight=8.8917034902733558 2.6095898448256767 50.033268854247808 3.2227851123243445 leaf_count=208 23 1969 66 internal_value=0 -5.89648e-06 0.000136255 internal_weight=0 52.6429 12.1145 internal_count=2266 1992 274 is_linear=0 shrinkage=0.000439788 Tree=9884 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.30675 2.51848 threshold=-0.40274499999999996 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051397201070756799 1.0088989727334872e-05 0.00042647409565663228 leaf_weight=1.5254424054983236 58.021302277369841 2.9334783645572307 leaf_count=91 2060 127 internal_value=0 3.0255e-05 internal_weight=0 60.9548 internal_count=2278 2187 is_linear=0 shrinkage=0.000439788 Tree=9885 num_leaves=4 num_cat=0 split_feature=12 13 456 split_gain=1.48041 2.06189 1.48622 threshold=0.092355000000000007 -0.0035949999999999997 0.086265000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8782618025497118e-05 -0.0002781493206615926 7.0803361554608592e-05 -0.00029044135754948764 leaf_weight=47.089974295259026 6.9527061665085057 6.1647424094207945 2.3195205485944816 leaf_count=1456 411 282 129 internal_value=0 -0.000114289 5.18132e-05 internal_weight=0 13.1174 49.4095 internal_count=2278 693 1585 is_linear=0 shrinkage=0.000439788 Tree=9886 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.2475 2.46233 threshold=-0.40274499999999996 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026105121916642944 0.00051864395184225297 0.021695207949629432 leaf_weight=1.4980030566402991 57.558936917420397 2.8824631286897775 leaf_count=91 2060 127 internal_value=0 0.00153509 internal_weight=0 60.4414 internal_count=2278 2187 is_linear=0 shrinkage=0.0224292 Tree=9887 num_leaves=4 num_cat=0 split_feature=12 13 0 split_gain=1.46921 2.03106 1.70502 threshold=0.092355000000000007 -0.0035949999999999997 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068857133481796092 -0.014220536712424568 0.0035568001348422699 0.0079172535949585468 leaf_weight=30.130413004128055 6.8629682639020757 6.0859932054986512 18.791316185717509 leaf_count=921 411 282 664 internal_value=0 -0.00587228 0.00261881 internal_weight=0 12.949 48.9217 internal_count=2278 693 1585 is_linear=0 shrinkage=0.0224292 Tree=9888 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=1.84473 1.90765 0.639891 threshold=-1.0000000180025095e-35 -0.056339999999999994 -0.08700999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6890634809002895e-05 9.9333560618090124e-05 -6.1188168557885664e-05 -0.00044594306463112805 leaf_weight=1.437737510897023 32.293928180703688 25.697009257175523 2.1588599846897969 leaf_count=178 808 893 359 internal_value=0 2.82063e-05 -0.00029557 internal_weight=0 57.9909 3.5966 internal_count=2238 1701 537 is_linear=0 shrinkage=0.000439788 Tree=9889 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=1.76454 1.93545 0.641477 threshold=-1.0000000180025095e-35 -0.056339999999999994 -0.086544999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.2890444813057104e-05 0.00010258745564447164 -5.9954407205021664e-05 -0.00044564494525067621 leaf_weight=1.4372081503242955 32.0116801735237 25.391745165747125 2.0680669152764031 leaf_count=190 808 893 347 internal_value=0 3.06929e-05 -0.000289902 internal_weight=0 57.4034 3.50528 internal_count=2238 1701 537 is_linear=0 shrinkage=0.000439788 Tree=9890 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=1.70472 1.92378 0.590899 threshold=-1.0000000180025095e-35 -0.056339999999999994 -0.086064999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039252045565737314 0.0051251199039232063 -0.003161481074164663 -0.02269791833760311 leaf_weight=1.4784328399236986 31.845736932308455 25.254440084383532 1.974677357541849 leaf_count=201 808 893 336 internal_value=0 0.00146026 -0.0147262 internal_weight=0 57.1002 3.45311 internal_count=2238 1701 537 is_linear=0 shrinkage=0.0224292 Tree=9891 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=1.71864 1.78385 0.630282 threshold=-1.0000000180025095e-35 -0.056339999999999994 -0.086424999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.49285333294216e-05 9.9076578730364898e-05 -5.6904170545884763e-05 -0.00044522188365933032 leaf_weight=1.4479408960387448 32.00695635911552 25.433210305846387 2.0234210582443657 leaf_count=192 808 893 345 internal_value=0 3.00159e-05 -0.00028782 internal_weight=0 57.4402 3.47136 internal_count=2238 1701 537 is_linear=0 shrinkage=0.000439788 Tree=9892 num_leaves=4 num_cat=0 split_feature=42 2 150 split_gain=2.09711 2.75367 1.76564 threshold=-1.0000000180025095e-35 0.092320000000000013 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024648784288316794 0.021492306187510669 0.0034745923091349809 0.00092516711206375895 leaf_weight=3.6626964321508231 2.1692260146373874 3.3327529595458145 51.989636950224394 leaf_count=395 16 225 1634 internal_value=0 -0.0112773 0.00175623 internal_weight=0 6.99545 54.1589 internal_count=2270 620 1650 is_linear=0 shrinkage=0.0224292 Tree=9893 num_leaves=4 num_cat=0 split_feature=42 2 150 split_gain=2.24547 2.65556 1.65736 threshold=-1.0000000180025095e-35 0.092320000000000013 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048142733889341657 0.00041434076836068765 5.4582407251699181e-05 2.0333946649033634e-05 leaf_weight=3.7320279330797339 2.1300563606200731 3.4087551795214495 52.752345860835248 leaf_count=395 16 225 1634 internal_value=0 -0.000226092 3.57646e-05 internal_weight=0 7.14078 54.8824 internal_count=2270 620 1650 is_linear=0 shrinkage=0.000439788 Tree=9894 num_leaves=4 num_cat=0 split_feature=42 2 150 split_gain=2.02409 2.68937 1.71301 threshold=-1.0000000180025095e-35 0.092320000000000013 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024520674465509852 0.021303001683871548 0.0033856526288602541 0.00090665433032144946 leaf_weight=3.6010943995127027 2.1384588928194708 3.3323860696955308 51.998825139332212 leaf_count=395 16 225 1634 internal_value=0 -0.0111358 0.00171955 internal_weight=0 6.93348 54.1373 internal_count=2270 620 1650 is_linear=0 shrinkage=0.0224292 Tree=9895 num_leaves=4 num_cat=0 split_feature=42 2 150 split_gain=1.95078 2.62813 1.66372 threshold=-1.0000000180025095e-35 0.092320000000000013 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024392869052311073 0.021119732897778441 0.0033118786188998293 0.00088641869636706257 leaf_weight=3.5395649748775204 2.1091336214449248 3.3306544028928329 51.993462431565604 leaf_count=395 16 225 1634 internal_value=0 -0.0109898 0.00168237 internal_weight=0 6.87022 54.1026 internal_count=2270 620 1650 is_linear=0 shrinkage=0.0224292 Tree=9896 num_leaves=4 num_cat=0 split_feature=4 49 151 split_gain=1.84583 2.15762 1.06255 threshold=0.28251000000000009 0.11012500000000001 -0.076249999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045453757843858227 -0.0025279505622204683 0.01314655031896864 0.016113728774218954 leaf_weight=48.558264018152158 2.4203813469130182 3.716053771539463 4.179030606484047 leaf_count=1858 52 151 166 internal_value=0 -0.00328336 0.00928919 internal_weight=0 52.2743 6.59941 internal_count=2227 2009 218 is_linear=0 shrinkage=0.0224292 Tree=9897 num_leaves=4 num_cat=0 split_feature=4 49 49 split_gain=1.8455 2.03064 1.73872 threshold=0.28251000000000009 0.11012500000000001 0.0040150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6298456042369198e-05 0.00033533151720712372 0.00024978785726681267 -0.00014799697362279286 leaf_weight=48.875913285072102 4.5514389497484435 3.7249765769420256 2.0882110928941984 leaf_count=1858 185 151 33 internal_value=0 -6.24162e-05 0.000183333 internal_weight=0 52.6009 6.63965 internal_count=2227 2009 218 is_linear=0 shrinkage=0.000439788 Tree=9898 num_leaves=4 num_cat=0 split_feature=4 49 49 split_gain=1.77202 2.06496 1.7347 threshold=0.28251000000000009 0.11012500000000001 0.0040150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044412105300610455 0.016986182195466958 0.012899982170676 -0.0077384330102809188 leaf_weight=48.558851081163539 4.4763990955170803 3.7005954705828108 2.0783340478083119 leaf_count=1858 185 151 33 internal_value=0 -0.00320898 0.00914695 internal_weight=0 52.2594 6.55473 internal_count=2227 2009 218 is_linear=0 shrinkage=0.0224292 Tree=9899 num_leaves=4 num_cat=0 split_feature=42 51 15 split_gain=1.74076 2.45437 1.66789 threshold=0.086290000000000019 -0.025359999999999997 0.090465000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0048365072637536069 -0.00056430739477049559 -0.0076552240838519267 0.014170496830266938 leaf_weight=10.734198572316471 12.453707287118961 29.968018276141947 5.5834839735480264 leaf_count=344 596 1058 229 internal_value=0 -0.00436012 0.00400707 internal_weight=0 40.7022 18.0372 internal_count=2227 1402 825 is_linear=0 shrinkage=0.0224292 Tree=9900 num_leaves=4 num_cat=0 split_feature=0 15 47 split_gain=2.19798 1.71719 1.13964 threshold=-0.061684999999999997 -0.0070549999999999996 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9493272718240913e-05 0.00011904515166798394 9.2121302210889541e-05 0.0004018982042120529 leaf_weight=26.913497512763797 13.003751563969674 19.381370138863758 3.4875833096884881 leaf_count=974 385 868 44 internal_value=0 -7.63838e-06 0.000179258 internal_weight=0 46.2949 16.4913 internal_count=2271 1842 429 is_linear=0 shrinkage=0.000439788 Tree=9901 num_leaves=4 num_cat=0 split_feature=0 15 47 split_gain=2.20896 1.636 1.04312 threshold=-0.061684999999999997 -0.0070549999999999996 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8866602590064896e-05 0.00012150301498593352 8.9244030645544683e-05 0.00039245714170113414 leaf_weight=26.732527135785631 12.985375105816276 19.236673557004906 3.4787125677103168 leaf_count=974 385 868 44 internal_value=0 -8.50971e-06 0.000179141 internal_weight=0 45.9692 16.4641 internal_count=2271 1842 429 is_linear=0 shrinkage=0.000439788 Tree=9902 num_leaves=4 num_cat=0 split_feature=0 15 47 split_gain=2.24981 1.64826 1.1287 threshold=-0.061684999999999997 -0.0070549999999999996 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040511868696358252 0.0061807338609012764 0.0045806780862823714 0.020585113312133096 leaf_weight=26.543386104135379 12.866321357505514 19.134147838408353 3.468212956286151 leaf_count=974 385 868 44 internal_value=0 -0.000434928 0.00925959 internal_weight=0 45.6775 16.3345 internal_count=2271 1842 429 is_linear=0 shrinkage=0.0224292 Tree=9903 num_leaves=4 num_cat=0 split_feature=0 15 47 split_gain=2.15867 1.57521 1.09739 threshold=-0.061684999999999997 -0.0070549999999999996 0.099265000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039601268412444877 0.0060524768087611581 0.0044783658668325274 0.020307796556035713 leaf_weight=26.545112845337599 12.844922640509141 19.132767874916453 3.437334667731192 leaf_count=974 385 868 44 internal_value=0 -0.000425161 0.00908217 internal_weight=0 45.6779 16.2823 internal_count=2271 1842 429 is_linear=0 shrinkage=0.0224292 Tree=9904 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=1.69274 1.55533 threshold=0.075585000000000013 0.084225000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4350059229509547e-05 -0.0002355854951869355 0.00023733167928463228 leaf_weight=50.840331966074018 4.2227545787391128 7.6085324448908969 leaf_count=1901 135 258 internal_value=0 5.21432e-05 internal_weight=0 58.4489 internal_count=2294 2159 is_linear=0 shrinkage=0.000439788 Tree=9905 num_leaves=3 num_cat=0 split_feature=41 0 split_gain=1.57758 1.50836 threshold=0.075585000000000013 -0.060199999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0149291911506146e-06 -0.00022515805747175393 0.00016172410965957366 leaf_weight=41.634197423057003 4.274884459187887 16.905697256361236 leaf_count=1766 135 393 internal_value=0 5.10202e-05 internal_weight=0 58.5399 internal_count=2294 2159 is_linear=0 shrinkage=0.000439788 Tree=9906 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=1.70403 1.542 threshold=0.075585000000000013 0.084225000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4111995968470874e-05 -0.00023644457100566486 0.00023601967221782583 leaf_weight=50.732201978344847 4.2351317170232496 7.6241466365447641 leaf_count=1901 135 258 internal_value=0 5.18655e-05 internal_weight=0 58.3563 internal_count=2294 2159 is_linear=0 shrinkage=0.000439788 Tree=9907 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=1.65111 1.5502 threshold=0.075585000000000013 0.084225000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4909779913176943e-05 -0.00023147115257708147 0.00023762535982466314 leaf_weight=50.799736538881689 4.2239617905197511 7.6024080242727896 leaf_count=1901 135 258 internal_value=0 5.26683e-05 internal_weight=0 58.4021 internal_count=2294 2159 is_linear=0 shrinkage=0.000439788 Tree=9908 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=1.11357 1.27631 threshold=0.087015000000000023 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016146711401864452 -0.012408112557723124 0.013197213819330528 leaf_weight=54.433492188600439 2.5643946672626035 5.2293231421717783 leaf_count=2059 125 60 internal_value=0 0.00263375 internal_weight=0 59.6628 internal_count=2244 2119 is_linear=0 shrinkage=0.0224292 Tree=9909 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=1.1008 1.30847 threshold=0.087015000000000023 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2774348156140963e-05 -0.00023891653073811647 0.00026167561339920367 leaf_weight=55.026980045890923 2.5899884811628899 5.2768174785560396 leaf_count=2059 125 60 internal_value=0 5.28806e-05 internal_weight=0 60.3038 internal_count=2244 2119 is_linear=0 shrinkage=0.000439788 Tree=9910 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=1.06653 1.23091 threshold=0.087015000000000023 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015797408150711862 -0.012161016035194564 0.012985222239374022 leaf_weight=54.438845453509657 2.5578670765594316 5.1982331525723557 leaf_count=2059 125 60 internal_value=0 0.00257773 internal_weight=0 59.6371 internal_count=2244 2119 is_linear=0 shrinkage=0.0224292 Tree=9911 num_leaves=3 num_cat=0 split_feature=456 457 split_gain=1.01553 1.19227 threshold=0.087015000000000023 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0752448090434325e-05 -0.00023206185193023587 0.00025095741088162598 leaf_weight=54.825154570582072 2.5585468630642927 5.1892317723468286 leaf_count=2059 125 60 internal_value=0 4.98665e-05 internal_weight=0 60.0144 internal_count=2244 2119 is_linear=0 shrinkage=0.000439788 Tree=9912 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=2.0728 2.23247 1.22669 threshold=-0.094869999999999996 -0.032264999999999995 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7580010540809719e-05 -0.0002220688032771564 3.9713894236898771e-06 0.0003089692121573341 leaf_weight=5.608622820585877 10.912953365986594 37.231724894299077 5.5545228210066853 leaf_count=137 949 1029 150 internal_value=0 -4.73328e-05 0.000162849 internal_weight=0 48.1447 11.1631 internal_count=2265 1978 287 is_linear=0 shrinkage=0.000439788 Tree=9913 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=1.99467 2.16889 1.28109 threshold=-0.094869999999999996 -0.032264999999999995 0.08845500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004934825917835724 -0.011279487472948015 0.00014351885559450066 0.015750717052824072 leaf_weight=5.5379795184417144 10.787138456799537 36.965184103197998 5.519740318982258 leaf_count=137 949 1029 150 internal_value=0 -0.00244039 0.00812354 internal_weight=0 47.7523 11.0577 internal_count=2265 1978 287 is_linear=0 shrinkage=0.0224292 Tree=9914 num_leaves=3 num_cat=0 split_feature=131 13 split_gain=1.98908 2.24281 threshold=0.092225000000000015 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001920953586576291 -0.00040067028947459409 -3.3210776804654735e-05 leaf_weight=10.4384981559524 2.3812942926815586 46.71698908001008 leaf_count=256 247 1762 internal_value=0 7.98803e-06 internal_weight=0 57.1555 internal_count=2265 2018 is_linear=0 shrinkage=0.000439788 Tree=9915 num_leaves=3 num_cat=0 split_feature=131 13 split_gain=1.98107 2.38215 threshold=0.092225000000000015 -0.094869999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019845482131635546 -0.0003985333421370579 -3.2991398447390143e-05 leaf_weight=10.527458229244074 2.376403199386913 46.611425110983873 leaf_count=256 247 1762 internal_value=0 9.70306e-06 internal_weight=0 57.1389 internal_count=2265 2018 is_linear=0 shrinkage=0.000439788 Tree=9916 num_leaves=4 num_cat=0 split_feature=52 14 13 split_gain=2.15315 1.53661 0.564491 threshold=0.16180500000000003 -0.24758499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015766138223585992 -0.024419565293859254 0.00263636627651377 -0.0076909701737591894 leaf_weight=2.3584283029822464 1.7332714185631628 57.30871519105699 2.4758109060728648 leaf_count=71 176 1960 80 internal_value=0 0.00190417 -0.0146589 internal_weight=0 59.6671 4.20908 internal_count=2287 2031 256 is_linear=0 shrinkage=0.0224292 Tree=9917 num_leaves=4 num_cat=0 split_feature=52 14 13 split_gain=2.07199 1.464 0.560023 threshold=0.16180500000000003 -0.24758499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015346417069957645 -0.024274711502634105 0.002577975638672526 -0.007530128804528571 leaf_weight=2.3689874378815139 1.7049408054390367 57.292856521985641 2.4724235411169948 leaf_count=71 176 1960 80 internal_value=0 0.00186157 -0.0144436 internal_weight=0 59.6618 4.17736 internal_count=2287 2031 256 is_linear=0 shrinkage=0.0224292 Tree=9918 num_leaves=4 num_cat=0 split_feature=52 48 13 split_gain=1.99589 1.39841 0.559834 threshold=0.16180500000000003 0.092805000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5262970737576448e-06 -0.00047079511159952447 0.00018458007515532692 -0.00014147146285235581 leaf_weight=49.765537541226877 1.6807954556988987 10.419054624669114 2.4801879358706165 leaf_count=1804 176 227 80 internal_value=0 3.82264e-05 -0.000276042 internal_weight=0 60.1846 4.16098 internal_count=2287 2031 256 is_linear=0 shrinkage=0.000439788 Tree=9919 num_leaves=4 num_cat=0 split_feature=52 48 13 split_gain=1.9948 1.48018 0.564922 threshold=0.16180500000000003 0.092805000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1623796835371265e-06 -0.00047123816191678946 0.00018705689452470705 -0.00014134290377311286 leaf_weight=49.796725110871648 1.6961309485504896 10.453892658077846 2.4814059343809722 leaf_count=1804 176 227 80 internal_value=0 3.67716e-05 -0.000276819 internal_weight=0 60.2506 4.17754 internal_count=2287 2031 256 is_linear=0 shrinkage=0.000439788 Tree=9920 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=1.33852 1.08785 threshold=-1.0000000180025095e-35 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034782434613006802 0.00017030636109748859 3.8290657833254059e-06 leaf_weight=1.8772833787304524 8.8118961245927476 54.112294540410858 leaf_count=201 168 1942 internal_value=0 2.71871e-05 internal_weight=0 62.9242 internal_count=2311 2110 is_linear=0 shrinkage=0.000439788 Tree=9921 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=1.24082 1.13196 threshold=-1.0000000180025095e-35 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033983280150411241 0.00017126710643325735 1.5287415139536621e-06 leaf_weight=1.8327151151270289 8.8259272210525506 53.946170685685274 leaf_count=201 168 1942 internal_value=0 2.54392e-05 internal_weight=0 62.7721 internal_count=2311 2110 is_linear=0 shrinkage=0.000439788 Tree=9922 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=1.23323 1.13001 threshold=-1.0000000180025095e-35 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017366244247331287 0.0087628967261126449 7.8673627788505382e-05 leaf_weight=1.8137963594572273 8.7526620786156837 53.588655569181583 leaf_count=201 168 1942 internal_value=0 0.00130024 internal_weight=0 62.3413 internal_count=2311 2110 is_linear=0 shrinkage=0.0224292 Tree=9923 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=1.18945 1.08281 threshold=-1.0000000180025095e-35 -0.15648499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017146232473518448 0.0085859240101923695 7.6910232626970456e-05 leaf_weight=1.7963102196201806 8.7333252172047633 53.588313144262429 leaf_count=201 168 1942 internal_value=0 0.00127157 internal_weight=0 62.3216 internal_count=2311 2110 is_linear=0 shrinkage=0.0224292 Tree=9924 num_leaves=4 num_cat=0 split_feature=15 4 0 split_gain=1.47172 2.82257 2.33484 threshold=-0.095594999999999986 0.25025000000000008 -0.23081999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031052148074199219 0.00038780570961080774 6.0016610271769625e-05 1.3176584589599739e-05 leaf_weight=7.4730189418264663 3.4496813847508738 8.4619719345710092 44.472775175730703 leaf_count=228 37 233 1806 internal_value=0 -0.000113918 4.02878e-05 internal_weight=0 15.935 47.9225 internal_count=2304 461 1843 is_linear=0 shrinkage=0.000439788 Tree=9925 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=1.48099 2.69836 2.32357 threshold=-0.095594999999999986 -0.10628999999999998 -0.23081999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0097979802213462e-05 0.00038699764567186345 -0.00037597311542519987 1.2461438489429709e-05 leaf_weight=10.784894976731264 3.4326301467153817 5.1650608907511915 44.612130779555855 leaf_count=377 37 84 1806 internal_value=0 -0.000115223 3.93638e-05 internal_weight=0 15.95 48.0448 internal_count=2304 461 1843 is_linear=0 shrinkage=0.000439788 Tree=9926 num_leaves=4 num_cat=0 split_feature=15 4 0 split_gain=1.55614 2.79837 2.26448 threshold=-0.095594999999999986 0.25025000000000008 -0.23081999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016047742239422385 0.019680465794562757 0.0028423465918396154 0.00071522915669119545 leaf_weight=7.4280635598224753 3.3932343303240478 8.3792982033410208 44.121536340353259 leaf_count=228 37 233 1806 internal_value=0 -0.00604298 0.00207698 internal_weight=0 15.8074 47.5148 internal_count=2304 461 1843 is_linear=0 shrinkage=0.0224292 Tree=9927 num_leaves=4 num_cat=0 split_feature=15 4 0 split_gain=1.48894 2.67822 2.19848 threshold=-0.095594999999999986 0.25025000000000008 -0.23081999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015708824753133815 0.019501540187417794 0.0027810209391157885 0.00069921222044365817 leaf_weight=7.4186445653278943 3.3482467898356836 8.3724881206289847 44.120404760075644 leaf_count=228 37 233 1806 internal_value=0 -0.00591395 0.00203276 internal_weight=0 15.7911 47.4687 internal_count=2304 461 1843 is_linear=0 shrinkage=0.0224292 Tree=9928 num_leaves=4 num_cat=0 split_feature=131 49 1 split_gain=1.72866 1.35954 0.541704 threshold=0.08844500000000001 0.10561500000000001 0.10141500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4201381051836688e-06 -0.00045737944400090668 0.00022563595111757217 -0.00012201393994260891 leaf_weight=48.760836404679821 1.7399747182862477 6.0198965212746307 2.0214179254380724 leaf_count=1737 198 194 104 internal_value=0 2.87999e-05 -0.000278676 internal_weight=0 54.7807 3.76139 internal_count=2233 1931 302 is_linear=0 shrinkage=0.000439788 Tree=9929 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=1.80616 2.4835 threshold=0.081790000000000015 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011314361187292914 -0.016423649285485641 -0.00097199672570018911 leaf_weight=10.131060103985872 3.0354790594108172 44.823357517336035 leaf_count=193 112 1928 internal_value=0 0.00129618 internal_weight=0 54.9544 internal_count=2233 2121 is_linear=0 shrinkage=0.0224292 Tree=9930 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=1.73549 2.52132 threshold=0.081790000000000015 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022374011833180407 -0.00031199063961193096 -1.7940108686626242e-05 leaf_weight=10.221758940258949 3.0700222041764382 45.181264624326559 leaf_count=193 112 1928 internal_value=0 2.67112e-05 internal_weight=0 55.403 internal_count=2233 2121 is_linear=0 shrinkage=0.000439788 Tree=9931 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=1.75815 2.40097 threshold=0.081790000000000015 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021903109403664318 -0.00031466068883934881 -1.722815329180857e-05 leaf_weight=10.174766080023799 3.0705390547789184 45.233923012995547 leaf_count=193 112 1928 internal_value=0 2.62169e-05 internal_weight=0 55.4087 internal_count=2233 2121 is_linear=0 shrinkage=0.000439788 Tree=9932 num_leaves=4 num_cat=0 split_feature=457 52 43 split_gain=1.93574 1.65747 0.894064 threshold=0.080930000000000016 -0.40083999999999992 -0.0083799999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023501093482853608 -0.00020922594025969191 -0.0014289018408975909 0.013948866680163563 leaf_weight=1.753005370190748 3.5439883356757491 50.208479827213068 6.0944202306109201 leaf_count=228 106 1876 95 internal_value=0 -0.0021819 0.00875289 internal_weight=0 51.9615 9.63841 internal_count=2305 2104 201 is_linear=0 shrinkage=0.0224292 Tree=9933 num_leaves=4 num_cat=0 split_feature=457 52 43 split_gain=1.88855 1.66629 0.85508 threshold=0.080930000000000016 -0.40083999999999992 -0.0083799999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046092167938761522 -1.7427484444790241e-06 -2.6849808234017182e-05 0.00026904342750378645 leaf_weight=1.7511295987933397 3.5631485705434898 50.809675065496322 6.1255945327857244 leaf_count=228 106 1876 95 internal_value=0 -4.14736e-05 0.000169651 internal_weight=0 52.5608 9.68874 internal_count=2305 2104 201 is_linear=0 shrinkage=0.000439788 Tree=9934 num_leaves=4 num_cat=0 split_feature=457 52 43 split_gain=1.84515 1.64425 0.862173 threshold=0.080930000000000016 -0.40083999999999992 -0.0083799999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046015920369534431 -3.6474589773812741e-06 -2.6420591354867263e-05 0.00026907435792999798 leaf_weight=1.7300676550125889 3.5505845480420248 50.485879559882733 6.0620293062665933 leaf_count=228 106 1876 95 internal_value=0 -4.09546e-05 0.000168532 internal_weight=0 52.2159 9.61261 internal_count=2305 2104 201 is_linear=0 shrinkage=0.000439788 Tree=9935 num_leaves=4 num_cat=0 split_feature=457 52 43 split_gain=1.85467 1.62432 0.863457 threshold=0.080930000000000016 -0.40083999999999992 -0.0083799999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023468150657876434 -0.00020187529596518973 -0.0013940594591271042 0.013729994258195872 leaf_weight=1.7160059386205819 3.5444946383249771 50.229139638588777 6.0496151956849626 leaf_count=228 106 1876 95 internal_value=0 -0.00213163 0.00859276 internal_weight=0 51.9451 9.59411 internal_count=2305 2104 201 is_linear=0 shrinkage=0.0224292 Tree=9936 num_leaves=4 num_cat=0 split_feature=43 43 12 split_gain=1.48586 1.79629 1.58822 threshold=-0.063379999999999978 -0.088649999999999993 -0.053404999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012579385291875413 -0.021207949518554724 0.011216828383770939 -0.0018630849443868739 leaf_weight=13.412290558616862 2.2519408020807523 10.216769237720653 35.766959529466249 leaf_count=409 100 593 1156 internal_value=0 0.00414062 -0.00301899 internal_weight=0 23.6291 38.0189 internal_count=2258 1002 1256 is_linear=0 shrinkage=0.0224292 Tree=9937 num_leaves=4 num_cat=0 split_feature=43 43 12 split_gain=1.4889 1.64798 1.47935 threshold=-0.063379999999999978 -0.088649999999999993 -0.053404999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7989274731312207e-05 -0.00039862555894893808 0.0002154152644742061 -3.5153995275513501e-05 leaf_weight=13.524150445845182 2.2853733229821946 10.289444993677533 36.10158935063987 leaf_count=409 100 593 1156 internal_value=0 8.29526e-05 -5.69807e-05 internal_weight=0 23.8136 38.387 internal_count=2258 1002 1256 is_linear=0 shrinkage=0.000439788 Tree=9938 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=1.41271 1.68425 1.49743 threshold=-0.063379999999999978 -0.088649999999999993 0.11740500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1533190014550761e-05 -7.9087870301071224e-05 0.00021434258641474881 0.0002676323971178614 leaf_weight=13.525650244800092 35.782083417049989 10.300809353074781 2.5645185359207963 leaf_count=409 1216 593 40 internal_value=0 8.05321e-05 -5.57785e-05 internal_weight=0 23.8265 38.3466 internal_count=2258 1002 1256 is_linear=0 shrinkage=0.000439788 Tree=9939 num_leaves=4 num_cat=0 split_feature=43 43 150 split_gain=1.33915 1.71662 1.55474 threshold=-0.063379999999999978 -0.088649999999999993 0.11740500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5346441813759366e-05 -7.8842195311985906e-05 0.00021296223673298461 0.00027281649403989807 leaf_weight=13.49882277115262 35.75696235653686 10.288877114254317 2.5904390613650312 leaf_count=409 1216 593 40 internal_value=0 7.78171e-05 -5.4963e-05 internal_weight=0 23.7877 38.3474 internal_count=2258 1002 1256 is_linear=0 shrinkage=0.000439788 Tree=9940 num_leaves=4 num_cat=0 split_feature=52 1374 12 split_gain=2.45574 2.05344 0.254145 threshold=-0.24600999999999998 -0.035729999999999991 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012020744657441837 -0.021197335939090907 0.0017135731102064539 -0.024823963334059999 leaf_weight=1.5019931216520483 2.0228548735612994 54.350910227800114 1.76934558391531 leaf_count=41 44 1980 222 internal_value=0 0.000884565 -0.0190494 internal_weight=0 56.3738 3.27134 internal_count=2287 2024 263 is_linear=0 shrinkage=0.0224292 Tree=9941 num_leaves=4 num_cat=0 split_feature=52 474 12 split_gain=2.37277 1.42807 0.256174 threshold=-0.24600999999999998 0.084660000000000027 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011789647984049266 -0.00040182962487346084 0.010924307877598363 -0.024694476666141517 leaf_weight=1.4975114549743005 50.071106462602302 6.2863385826003642 1.7391714441600923 leaf_count=41 1831 193 222 internal_value=0 0.000864805 -0.018828 internal_weight=0 56.3574 3.23668 internal_count=2287 2024 263 is_linear=0 shrinkage=0.0224292 Tree=9942 num_leaves=4 num_cat=0 split_feature=52 1374 0 split_gain=2.30884 1.89369 0.269355 threshold=-0.24600999999999998 -0.035729999999999991 -0.073129999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021877439390108737 -0.00039938040979052103 3.1781080154898485e-05 -0.00047796155619386608 leaf_weight=1.4551724705033851 2.0243673557124557 54.97950319271331 1.7929889195838757 leaf_count=106 44 1980 157 internal_value=0 1.63407e-05 -0.000363803 internal_weight=0 57.0039 3.24816 internal_count=2287 2024 263 is_linear=0 shrinkage=0.000439788 Tree=9943 num_leaves=4 num_cat=0 split_feature=52 1374 12 split_gain=2.29111 1.9618 0.258132 threshold=-0.24600999999999998 -0.035729999999999991 0.045590000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011555493080902365 -0.020766355387394908 0.0016548409592724437 -0.024559714778510475 leaf_weight=1.4934962465922574 2.017709109815768 54.331172141925435 1.709645335987261 leaf_count=41 44 1980 222 internal_value=0 0.000845234 -0.0186008 internal_weight=0 56.3489 3.20314 internal_count=2287 2024 263 is_linear=0 shrinkage=0.0224292 Tree=9944 num_leaves=3 num_cat=0 split_feature=11 15 split_gain=1.76177 1.71203 threshold=0.088215000000000002 0.22558500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001410793020889199 -0.019983831987022544 -0.021001053576447423 leaf_weight=55.917792306511046 2.1245581150403714 1.7498335842974473 leaf_count=2196 84 26 internal_value=0 0.000724015 internal_weight=0 57.6676 internal_count=2306 2222 is_linear=0 shrinkage=0.0224292 Tree=9945 num_leaves=3 num_cat=0 split_feature=11 15 split_gain=1.70743 1.42896 threshold=0.088215000000000002 0.19724500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.8120100930029249e-05 -0.00038358834288512727 -0.00036246895785957948 leaf_weight=56.189704017027225 2.1307350773743101 1.8528996342793096 leaf_count=2193 84 29 internal_value=0 1.55362e-05 internal_weight=0 58.0426 internal_count=2306 2222 is_linear=0 shrinkage=0.000439788 Tree=9946 num_leaves=3 num_cat=0 split_feature=11 15 split_gain=1.66203 1.41706 threshold=0.088215000000000002 0.19724500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6632521303796481e-05 -0.00037857129583157621 -0.0003595838777195494 leaf_weight=56.678586286926929 2.1424323050159719 1.8799203822854895 leaf_count=2193 84 29 internal_value=0 1.41205e-05 internal_weight=0 58.5585 internal_count=2306 2222 is_linear=0 shrinkage=0.000439788 Tree=9947 num_leaves=3 num_cat=0 split_feature=11 15 split_gain=1.69334 1.42903 threshold=0.088215000000000002 0.19724500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013541321240920908 -0.019660783495689685 -0.018596724892102848 leaf_weight=55.820028422453333 2.1097121400787264 1.8474237453192461 leaf_count=2193 84 29 internal_value=0 0.000709047 internal_weight=0 57.6675 internal_count=2306 2222 is_linear=0 shrinkage=0.0224292 Tree=9948 num_leaves=3 num_cat=0 split_feature=10 47 split_gain=1.59613 1.37262 threshold=-0.012544999999999999 0.11312500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017431306788894624 -0.0029679607017716529 0.0082959100156515652 leaf_weight=2.2508626116168662 50.345218828323596 6.0834207772968503 leaf_count=83 2074 106 internal_value=0 -0.00175124 internal_weight=0 56.4286 internal_count=2263 2180 is_linear=0 shrinkage=0.0224292 Tree=9949 num_leaves=3 num_cat=0 split_feature=10 47 split_gain=1.5461 1.32976 threshold=-0.012544999999999999 0.11312500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033411562915804907 -5.727937812861958e-05 0.00015928024467494822 leaf_weight=2.2771062029187297 50.884694481773522 6.1277537220157674 leaf_count=83 2074 106 internal_value=0 -3.39578e-05 internal_weight=0 57.0124 internal_count=2263 2180 is_linear=0 shrinkage=0.000439788 Tree=9950 num_leaves=3 num_cat=0 split_feature=10 51 split_gain=1.52751 1.34109 threshold=-0.012544999999999999 -0.39981499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017069346577674841 0.01322125104672893 -0.0025112127325965725 leaf_weight=2.2469980645082606 2.8530018907258627 53.582057738385174 leaf_count=83 76 2104 internal_value=0 -0.00171168 internal_weight=0 56.4351 internal_count=2263 2180 is_linear=0 shrinkage=0.0224292 Tree=9951 num_leaves=3 num_cat=0 split_feature=10 47 split_gain=1.46261 1.28507 threshold=-0.012544999999999999 0.11312500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016720710546529065 -0.0028495424803111581 0.0080551751716948592 leaf_weight=2.2428457274072562 50.35856948693754 6.075736070284619 leaf_count=83 2074 106 internal_value=0 -0.00167321 internal_weight=0 56.4343 internal_count=2263 2180 is_linear=0 shrinkage=0.0224292 Tree=9952 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=1.18123 1.28278 threshold=-0.087644999999999987 -0.077034999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033175675334292911 0.00029175229507009108 8.7691615851231202e-06 leaf_weight=1.8462284975485079 3.247139880048052 60.276302673662258 leaf_count=53 180 2084 internal_value=0 2.33178e-05 internal_weight=0 63.5234 internal_count=2317 2264 is_linear=0 shrinkage=0.000439788 Tree=9953 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=1.20128 1.27136 threshold=-0.087644999999999987 -0.077034999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033779441162433389 0.0002903747189863856 6.627956176027876e-06 leaf_weight=1.8382256295462855 3.1986161546537906 60.114014048571107 leaf_count=53 180 2084 internal_value=0 2.10463e-05 internal_weight=0 63.3126 internal_count=2317 2264 is_linear=0 shrinkage=0.000439788 Tree=9954 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=1.18275 1.2347 threshold=-0.087644999999999987 -0.077034999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033590361681518148 0.00028885077923244143 7.9519171414030355e-06 leaf_weight=1.8174472685786884 3.1682881817414446 60.009262755239661 leaf_count=53 180 2084 internal_value=0 2.21217e-05 internal_weight=0 63.1776 internal_count=2317 2264 is_linear=0 shrinkage=0.000439788 Tree=9955 num_leaves=3 num_cat=0 split_feature=9 124 split_gain=1.13651 1.15938 threshold=0.091600000000000015 -0.087644999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017699074310032089 0.014644596575217767 0.00050628833058562054 leaf_weight=1.7940113793101762 2.7558202345499003 59.809573743197916 leaf_count=52 45 2220 internal_value=0 -2.92045e-05 internal_weight=0 61.6036 internal_count=2317 2272 is_linear=0 shrinkage=0.0224292 Tree=9956 num_leaves=3 num_cat=0 split_feature=457 4 split_gain=1.81119 1.69309 threshold=-0.098834999999999992 0.053330000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038476839655081195 -4.1142861186734433e-05 0.0001158609205865783 leaf_weight=2.6399814290343775 38.060137681075048 20.383548118164981 leaf_count=47 1708 535 internal_value=0 1.36357e-05 internal_weight=0 58.4437 internal_count=2290 2243 is_linear=0 shrinkage=0.000439788 Tree=9957 num_leaves=3 num_cat=0 split_feature=457 16 split_gain=1.7985 1.47241 threshold=-0.098834999999999992 0.23211500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019648091961213372 -0.00080008558529438432 0.0091729575928253884 leaf_weight=2.6178382888610932 49.239410612549591 8.7548702855801803 leaf_count=47 1914 329 internal_value=0 0.000707977 internal_weight=0 57.9943 internal_count=2290 2243 is_linear=0 shrinkage=0.0224292 Tree=9958 num_leaves=3 num_cat=0 split_feature=457 4 split_gain=1.73986 1.68428 threshold=-0.098834999999999992 0.053330000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019414408094315331 -0.0021090991391929242 0.0059054784621157394 leaf_weight=2.5904665920534162 37.72285441957456 20.259953588585631 leaf_count=47 1708 535 internal_value=0 0.000692321 internal_weight=0 57.9828 internal_count=2290 2243 is_linear=0 shrinkage=0.0224292 Tree=9959 num_leaves=3 num_cat=0 split_feature=457 4 split_gain=1.67806 1.65569 threshold=-0.098834999999999992 0.053330000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037455076327555091 -4.1510538883539443e-05 0.00011383132276923956 leaf_weight=2.5714093014248638 37.935716724889517 20.386152472301546 leaf_count=47 1708 535 internal_value=0 1.2808e-05 internal_weight=0 58.3219 internal_count=2290 2243 is_linear=0 shrinkage=0.000439788 Tree=9960 num_leaves=4 num_cat=0 split_feature=3 133 11 split_gain=1.28511 1.69099 1.34385 threshold=-0.10175499999999998 -0.108885 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010612148195706028 -0.020428466262829695 -0.00038828517126221875 -0.0070865786248994729 leaf_weight=9.8085930553579583 2.2078948601974835 43.378878991476313 2.7509748319553173 leaf_count=222 244 1716 91 internal_value=0 -0.00136703 0.00673065 internal_weight=0 45.5868 12.5596 internal_count=2273 1960 313 is_linear=0 shrinkage=0.0224292 Tree=9961 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=1.28268 1.28748 0.925636 threshold=0.16180500000000003 0.13355500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064697210626736199 -0.024418339810426962 0.019218872726277932 -0.0030924551577592076 leaf_weight=51.839017941258589 1.6579094909986904 1.9293954214963367 2.6459585682903244 leaf_count=1966 187 32 88 internal_value=0 0.00131998 -0.011379 internal_weight=0 53.7684 4.30387 internal_count=2273 1998 275 is_linear=0 shrinkage=0.0224292 Tree=9962 num_leaves=4 num_cat=0 split_feature=3 52 11 split_gain=1.23412 1.87476 1.28935 threshold=-0.10175499999999998 0.16180500000000003 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010417520276955593 -6.1910019535011936e-05 -0.017448071110424773 -0.0069266574120723226 leaf_weight=9.7628006396989786 42.160188108770853 3.350366542249275 2.7513467812673289 leaf_count=222 1710 250 91 internal_value=0 -0.00134861 0.0065995 internal_weight=0 45.5106 12.5141 internal_count=2273 1960 313 is_linear=0 shrinkage=0.0224292 Tree=9963 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=1.22078 1.26934 0.920747 threshold=0.16180500000000003 0.13355500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2770366525289023e-05 -0.00047327481469530485 0.00037433142185022835 -5.6377382283039052e-05 leaf_weight=52.292016270618205 1.6470584547716951 1.9289836984198689 2.6769904359150578 leaf_count=1966 187 32 88 internal_value=0 2.57606e-05 -0.000216559 internal_weight=0 54.221 4.32405 internal_count=2273 1998 275 is_linear=0 shrinkage=0.000439788 Tree=9964 num_leaves=4 num_cat=0 split_feature=457 39 15 split_gain=2.25967 3.07056 0.963612 threshold=0.069910000000000014 0.16946000000000003 -0.008624999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061946716925898333 0.001321736553487899 0.02628412153317141 0.015245616777062694 leaf_weight=43.879903624150529 7.0916781324740441 1.4962996076792467 3.8464854257254029 leaf_count=2060 145 18 51 internal_value=0 -0.00511307 0.0062362 internal_weight=0 45.3762 10.9382 internal_count=2274 2078 196 is_linear=0 shrinkage=0.0224292 Tree=9965 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.29687 2.92465 threshold=-0.13459499999999996 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044143705667978395 -0.00026971015194453827 -1.8753605622676843e-05 leaf_weight=1.7326314870879276 11.274684010683812 43.89230351521951 leaf_count=56 481 1737 internal_value=0 -7.01181e-05 internal_weight=0 55.167 internal_count=2274 2218 is_linear=0 shrinkage=0.000439788 Tree=9966 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.29781 3.00634 threshold=-0.13459499999999996 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044201722914595298 -0.00027176742231381225 -1.7682151253180256e-05 leaf_weight=1.7318528067571595 11.308695867871391 43.972037102859531 leaf_count=56 481 1737 internal_value=0 -6.97359e-05 internal_weight=0 55.2807 internal_count=2274 2218 is_linear=0 shrinkage=0.000439788 Tree=9967 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.24715 2.92752 threshold=-0.13459499999999996 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022501112682487157 -0.01387914151179818 -0.00099863504876667635 leaf_weight=1.68832021419439 11.138656098801219 43.442850149805963 leaf_count=56 481 1737 internal_value=0 -0.00363114 internal_weight=0 54.5815 internal_count=2274 2218 is_linear=0 shrinkage=0.0224292 Tree=9968 num_leaves=3 num_cat=0 split_feature=50 15 split_gain=1.19527 1.69788 threshold=0.11833 -0.25061999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031191463470126447 -0.00030852036311662716 7.5234279734891225e-07 leaf_weight=3.5937992575463786 2.2064390284954234 55.408247009281922 leaf_count=170 138 1946 internal_value=0 1.97999e-05 internal_weight=0 59.002 internal_count=2254 2116 is_linear=0 shrinkage=0.000439788 Tree=9969 num_leaves=3 num_cat=0 split_feature=50 15 split_gain=1.16644 1.61826 threshold=0.11833 -0.25061999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031944744417614361 -0.00029276004587867264 1.8071933261622195e-05 leaf_weight=3.6568349161261713 2.1328109942382971 55.157290640828933 leaf_count=170 138 1946 internal_value=0 3.69079e-05 internal_weight=0 58.8141 internal_count=2254 2116 is_linear=0 shrinkage=0.000439788 Tree=9970 num_leaves=3 num_cat=0 split_feature=50 50 split_gain=1.18182 1.58829 threshold=0.11833 0.10030500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010409718159546733 -0.015095800829965497 0.018368773441872044 leaf_weight=55.692716487719053 2.1223471365428841 2.7757963997555626 leaf_count=1972 138 144 internal_value=0 0.00186934 internal_weight=0 58.4685 internal_count=2254 2116 is_linear=0 shrinkage=0.0224292 Tree=9971 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=1.1756 1.22987 threshold=0.087855000000000016 -0.083134999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011463499273247853 -0.00030334014496571953 -1.5155721203356072e-05 leaf_weight=23.280889392547124 2.0240773970144792 35.833856830828381 leaf_count=758 61 1435 internal_value=0 3.59797e-05 internal_weight=0 59.1147 internal_count=2254 2193 is_linear=0 shrinkage=0.000439788 Tree=9972 num_leaves=3 num_cat=0 split_feature=16 52 split_gain=1.85526 1.29806 threshold=0.51477500000000009 -0.39173999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030452127216245358 -0.00037332009682018507 3.3556234415018031e-05 leaf_weight=3.6062195918343596 2.0591478224978337 60.390399453390955 leaf_count=151 109 1997 internal_value=0 4.89114e-05 internal_weight=0 63.9966 internal_count=2257 2148 is_linear=0 shrinkage=0.000439788 Tree=9973 num_leaves=3 num_cat=0 split_feature=39 456 split_gain=1.81243 1.0753 threshold=0.11163500000000001 0.087015000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030379131792547644 -0.017525959805785328 -0.01240459428297179 leaf_weight=60.586337403758534 2.3494732982126143 2.3380412668793715 leaf_count=2065 66 126 internal_value=0 0.00246054 internal_weight=0 62.9244 internal_count=2257 2191 is_linear=0 shrinkage=0.0224292 Tree=9974 num_leaves=3 num_cat=0 split_feature=42 13 split_gain=1.7615 1.33437 threshold=-0.11377999999999998 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037018092174635731 -0.00033496646890490022 5.6836439790269268e-05 leaf_weight=2.008532772126272 1.7093002866022278 61.955156425120776 leaf_count=126 26 2105 internal_value=0 4.62198e-05 internal_weight=0 63.6645 internal_count=2257 2131 is_linear=0 shrinkage=0.000439788 Tree=9975 num_leaves=3 num_cat=0 split_feature=42 13 split_gain=1.72817 1.36909 threshold=-0.11377999999999998 -0.53696499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018758094593627022 -0.017432317582646323 0.0028969756809002563 leaf_weight=1.9948760746140113 1.6940646682924114 61.570517785133461 leaf_count=126 26 2105 internal_value=0 0.00234751 internal_weight=0 63.2646 internal_count=2257 2131 is_linear=0 shrinkage=0.0224292 Tree=9976 num_leaves=4 num_cat=0 split_feature=2 40 12 split_gain=1.38949 2.42857 2.13724 threshold=0.073240000000000013 0.0046150000000000002 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0092571723638151283 0.0041174233255288359 0.017329713241012443 -0.0098964919397163727 leaf_weight=13.041549337236573 38.605439746146317 1.9741009090357682 6.3604032975874807 leaf_count=514 1281 27 502 internal_value=0 -0.00574424 0.0021318 internal_weight=0 15.0157 44.9658 internal_count=2324 541 1783 is_linear=0 shrinkage=0.0224292 Tree=9977 num_leaves=4 num_cat=0 split_feature=2 40 52 split_gain=1.33016 2.33249 1.6163 threshold=0.073240000000000013 0.0046150000000000002 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090607403910871707 0.0031103545393297276 0.017097635971961577 -0.015552975629379582 leaf_weight=13.02602272650074 42.473434039170343 1.9564779007932873 2.4512474003518028 leaf_count=514 1602 27 181 internal_value=0 -0.00562746 0.00208584 internal_weight=0 14.9825 44.9247 internal_count=2324 541 1783 is_linear=0 shrinkage=0.0224292 Tree=9978 num_leaves=4 num_cat=0 split_feature=124 40 2 split_gain=1.29227 1.74938 0.645836 threshold=-0.043384999999999993 -0.063404999999999989 0.093705000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015391125707946527 -0.017692305367416332 0.0001460676793922957 0.018668922009971799 leaf_weight=1.8891127761171436 2.9007600762488428 52.375176055300699 2.6689091816770087 leaf_count=89 86 2060 89 internal_value=0 -0.000795836 0.0116054 internal_weight=0 55.2759 4.55802 internal_count=2324 2146 178 is_linear=0 shrinkage=0.0224292 Tree=9979 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=1.3106 2.2774 2.06573 threshold=0.073240000000000013 -0.020899999999999998 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018786690638829433 7.9348874281025194e-05 0.00025779252772652992 -0.00018972263976513963 leaf_weight=12.412394527786089 38.81329563135796 2.681944702859254 6.4142286600736034 leaf_count=472 1281 69 502 internal_value=0 -0.000108457 4.11248e-05 internal_weight=0 15.0943 45.2275 internal_count=2324 541 1783 is_linear=0 shrinkage=0.000439788 Tree=9980 num_leaves=3 num_cat=0 split_feature=13 9 split_gain=1.77541 2.12565 threshold=-0.53696499999999991 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042733684527072251 7.4257909647515465e-05 -0.00028134522827734078 leaf_weight=1.500439760959124 57.013736916917878 3.429185816396056 leaf_count=23 2174 66 internal_value=0 5.40006e-05 internal_weight=0 60.4429 internal_count=2263 2240 is_linear=0 shrinkage=0.000439788 Tree=9981 num_leaves=3 num_cat=0 split_feature=13 9 split_gain=1.74239 2.13415 threshold=-0.53696499999999991 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042350926332511191 7.3420892087573325e-05 -0.00028306857199828157 leaf_weight=1.501212550792842 57.192343260031066 3.4249012099025995 leaf_count=23 2174 66 internal_value=0 5.31963e-05 internal_weight=0 60.6172 internal_count=2263 2240 is_linear=0 shrinkage=0.000439788 Tree=9982 num_leaves=3 num_cat=0 split_feature=13 9 split_gain=1.69918 2.10489 threshold=-0.53696499999999991 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041651717687137219 7.3450236507337514e-05 -0.00027946520347015138 leaf_weight=1.506973589741391 57.349102280345733 3.4475924273792762 leaf_count=23 2174 66 internal_value=0 5.3356e-05 internal_weight=0 60.7967 internal_count=2263 2240 is_linear=0 shrinkage=0.000439788 Tree=9983 num_leaves=3 num_cat=0 split_feature=13 9 split_gain=1.74494 2.09501 threshold=-0.53696499999999991 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042299234389776928 7.320053763711002e-05 -0.00028009050853040456 leaf_weight=1.5065982025407709 57.354027220720809 3.4225552755815434 leaf_count=23 2174 66 internal_value=0 5.32237e-05 internal_weight=0 60.7766 internal_count=2263 2240 is_linear=0 shrinkage=0.000439788 Tree=9984 num_leaves=3 num_cat=0 split_feature=42 52 split_gain=1.69061 1.53366 threshold=-0.11377999999999998 0.13584000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021581404349962197 -0.0011970720730980348 0.010417470406435597 leaf_weight=1.8575367751883494 53.840390612277133 6.3798475373218926 leaf_count=124 1909 262 internal_value=0 3.63061e-05 internal_weight=0 60.2202 internal_count=2295 2171 is_linear=0 shrinkage=0.0224292 Tree=9985 num_leaves=3 num_cat=0 split_feature=39 52 split_gain=1.6507 1.58085 threshold=0.10616500000000001 0.14114500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010975741844203072 -0.019193521136037884 0.011074150537262533 leaf_weight=53.81725639289084 2.2942560132833014 5.9434480847813793 leaf_count=1949 80 266 internal_value=0 0.000116104 internal_weight=0 59.7607 internal_count=2295 2215 is_linear=0 shrinkage=0.0224292 Tree=9986 num_leaves=3 num_cat=0 split_feature=16 52 split_gain=1.54768 1.23745 threshold=0.50720500000000013 0.14114500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0518246324572297e-05 -0.00039808338747132654 0.00018651421594139097 leaf_weight=54.2906551233134 1.9229889479192923 6.2047488378118478 leaf_count=1876 149 270 internal_value=0 7.68304e-07 internal_weight=0 60.4954 internal_count=2295 2146 is_linear=0 shrinkage=0.000439788 Tree=9987 num_leaves=3 num_cat=0 split_feature=42 52 split_gain=1.6036 1.4143 threshold=-0.11377999999999998 0.077655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02111996115934036 -0.0020417021434781663 0.0057068004444052918 leaf_weight=1.83765375113387 44.023812905668365 16.193539252460141 leaf_count=124 1459 712 internal_value=0 4.31589e-05 internal_weight=0 60.2174 internal_count=2295 2171 is_linear=0 shrinkage=0.0224292 Tree=9988 num_leaves=3 num_cat=0 split_feature=131 150 split_gain=1.64947 1.25275 threshold=0.092410000000000006 0.079825000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00066036090143481386 -0.017454826025694769 0.0077033347604248915 leaf_weight=45.128900913914663 2.5247598807709428 11.236765422770985 leaf_count=1715 231 282 internal_value=0 0.00100903 internal_weight=0 56.3657 internal_count=2228 1997 is_linear=0 shrinkage=0.0224292 Tree=9989 num_leaves=3 num_cat=0 split_feature=131 150 split_gain=1.58878 1.27035 threshold=0.092410000000000006 0.079825000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1081497580853618e-05 -0.00033268736753964978 0.00015262786456479981 leaf_weight=46.06235596673082 2.5394909005153741 11.42609970072226 leaf_count=1715 231 282 internal_value=0 2.14964e-05 internal_weight=0 57.4885 internal_count=2228 1997 is_linear=0 shrinkage=0.000439788 Tree=9990 num_leaves=3 num_cat=0 split_feature=131 150 split_gain=1.58997 1.20111 threshold=0.092410000000000006 0.079825000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00064373571248259895 -0.017220132719624394 0.0075533920144380488 leaf_weight=45.148313046431895 2.5011913493508464 11.209457518842099 leaf_count=1715 231 282 internal_value=0 0.000988663 internal_weight=0 56.3578 internal_count=2228 1997 is_linear=0 shrinkage=0.0224292 Tree=9991 num_leaves=3 num_cat=0 split_feature=131 150 split_gain=1.53345 1.15119 threshold=0.092410000000000006 0.079825000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00062928230078691534 -0.016994255216250628 0.0074042670409858145 leaf_weight=45.149814429077878 2.4781072331425085 11.1794660260457 leaf_count=1715 231 282 internal_value=0 0.000967075 internal_weight=0 56.3293 internal_count=2228 1997 is_linear=0 shrinkage=0.0224292 Tree=9992 num_leaves=3 num_cat=0 split_feature=9 52 split_gain=1.31967 1.37034 threshold=0.091600000000000015 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6825004766230352e-05 0.00035162658340333395 -0.00022758826280283595 leaf_weight=56.241282704972264 2.5489866147872808 3.735745505517456 leaf_count=1946 46 249 internal_value=0 2.96658e-05 internal_weight=0 59.977 internal_count=2241 2195 is_linear=0 shrinkage=0.000439788 Tree=9993 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=1.30947 1.35773 threshold=0.091600000000000015 0.083995000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043028794398544993 0.017894704521995909 0.0074709695891004213 leaf_weight=45.27020530186212 2.5302510399269513 14.407714146921988 leaf_count=1439 46 756 internal_value=0 0.00147905 internal_weight=0 59.6779 internal_count=2241 2195 is_linear=0 shrinkage=0.0224292 Tree=9994 num_leaves=3 num_cat=0 split_feature=9 52 split_gain=1.25785 1.34235 threshold=0.091600000000000015 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023141557471113546 0.017564307988581915 -0.011573102642040922 leaf_weight=55.961624931054303 2.520498580641287 3.7163349360665725 leaf_count=1946 46 249 internal_value=0 0.00144593 internal_weight=0 59.678 internal_count=2241 2195 is_linear=0 shrinkage=0.0224292 Tree=9995 num_leaves=3 num_cat=0 split_feature=9 52 split_gain=1.23752 1.35172 threshold=0.091600000000000015 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4995167833274119e-05 0.00034103832306112131 -0.00022670009480835326 leaf_weight=56.318839901621004 2.5259987157332935 3.760398196231221 leaf_count=1946 46 249 internal_value=0 2.7923e-05 internal_weight=0 60.0792 internal_count=2241 2195 is_linear=0 shrinkage=0.000439788 Tree=9996 num_leaves=4 num_cat=0 split_feature=0 4 43 split_gain=1.67692 3.56117 0.364012 threshold=0.043130000000000009 -0.21586499999999997 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062082239729224667 0.00011692633322206924 4.5661334156947206e-08 0.00031374494775154258 leaf_weight=1.8286736234731495 4.3093973613649714 54.17617503821657 3.1733893209666348 leaf_count=40 146 2088 26 internal_value=0 -2.04316e-05 0.000200982 internal_weight=0 56.0048 7.48279 internal_count=2300 2128 172 is_linear=0 shrinkage=0.000439788 Tree=9997 num_leaves=4 num_cat=0 split_feature=42 160 2 split_gain=1.6781 1.96974 1.44097 threshold=0.084675000000000014 -0.082244999999999985 -0.13459499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019126645635519714 -0.014483275770589901 0.0076417458525838691 -0.0032092533010297957 leaf_weight=1.4889591015853501 2.2441900573567208 19.249387082037629 39.975988564520662 leaf_count=48 249 741 1262 internal_value=0 0.00532082 -0.00239876 internal_weight=0 21.4936 41.4649 internal_count=2300 990 1310 is_linear=0 shrinkage=0.0224292 Tree=9998 num_leaves=4 num_cat=0 split_feature=0 4 43 split_gain=1.64826 3.5712 0.359117 threshold=0.043130000000000009 -0.21586499999999997 0.076795000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.031834017600986066 0.0058870558919259216 -4.2399489239237093e-05 0.015910474863362757 leaf_weight=1.819309196434914 4.2755277546384596 53.685270382806948 3.1326113327841085 leaf_count=40 146 2088 26 internal_value=0 -0.00109504 0.0101556 internal_weight=0 55.5046 7.40814 internal_count=2300 2128 172 is_linear=0 shrinkage=0.0224292 Tree=9999 num_leaves=4 num_cat=0 split_feature=42 160 2 split_gain=1.64052 1.99024 1.44121 threshold=0.084675000000000014 -0.082244999999999985 -0.13459499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037423471770256918 -0.00028678018932113401 0.00014785388577641482 -6.2147192797759325e-05 leaf_weight=1.4999293513010332 2.2578649235076709 19.472466223554875 40.412647928556225 leaf_count=48 249 741 1262 internal_value=0 0.000102482 -4.63671e-05 internal_weight=0 21.7303 41.9126 internal_count=2300 990 1310 is_linear=0 shrinkage=0.000439788 end of trees feature_importances: Column_1=2651 Column_4=1665 Column_0=1615 Column_3=1489 Column_52=1283 Column_13=1230 Column_12=1185 Column_43=1059 Column_15=1018 Column_2=864 Column_42=782 Column_16=777 Column_403=755 Column_48=725 Column_47=671 Column_133=638 Column_457=582 Column_49=459 Column_484=410 Column_150=368 Column_160=365 Column_151=346 Column_14=306 Column_51=302 Column_123=290 Column_1374=277 Column_39=276 Column_1456=272 Column_11=239 Column_131=232 Column_159=225 Column_1213=222 Column_9=216 Column_157=203 Column_50=198 Column_41=163 Column_454=137 Column_453=133 Column_156=129 Column_401=123 Column_124=108 Column_130=99 Column_147=98 Column_158=98 Column_483=90 Column_1429=88 Column_10=86 Column_456=86 Column_128=83 Column_376=81 Column_40=78 Column_132=74 Column_475=73 Column_1375=67 Column_1447=62 Column_474=53 Column_1212=51 Column_155=41 Column_31=39 Column_480=35 Column_402=34 Column_1348=33 Column_481=28 Column_129=27 Column_148=25 Column_1186=25 Column_448=16 Column_394=14 Column_34=13 Column_472=8 Column_1373=5 Column_1209=4 Column_393=3 Column_447=2 Column_1446=2 Column_30=1 Column_1210=1 parameters: [boosting: dart] [objective: binary] [metric: binary_logloss,auc] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 10000] [learning_rate: 0.0224292] [num_leaves: 4] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 2] [min_data_in_leaf: 68] [min_sum_hessian_in_leaf: 1.43681] [bagging_fraction: 0.727504] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 4] [bagging_seed: 400] [feature_fraction: 0.940248] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 7.95133e-07] [lambda_l2: 0.019091] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [linear_tree: 0] [max_bin: 616] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 3.5345] [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:null