MODEL_A_KJSMGRD_Gravel_COMGE.txt

tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=IP1 IP2 IP3 IP4 IP5
feature_infos=[5.2999999999999998:9.1999999999999993] [2.2000000000000002:65.9387596297111] [109.43486439275551:516] [0.57699999999999996:2.0339999999999998] [0.080000000000000002:1.3839999999999999]
tree_sizes=834 771 846 772 770 772 775 772 696 702 704 843 778 777 851 773 780 847 780 782 774 785 711 779 779 848 858 780 781 780 782 778 785 706 707 781 780 864 789 706 717 785 855 717 781 857 780 854 857 790 858 794 788 863 788 712 782 785 786 788 714 793 783 791 790 787 787 865 712 792 712 719 717 789 791 789 790 793 787 784 714 789 719 781 718 867 785 784 863 793 716 788 788 794 794 792 718 794 861 786

Tree=0
num_leaves=10
num_cat=0
split_feature=2 4 4 1 2 1 2 4 2
split_gain=56.4984 16.7377 16.3656 5.15118 5.0069 2.9065 1.40664 1.08493 0.109729
threshold=220.35000000000002 0.18729110071394048 0.33579895497821893 15.883828126993802 261.69346066705333 5.8843785703050138 172.92091887412423 0.36480492159903311 277.35000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3 -7 -8 -5
right_child=2 5 4 8 -6 6 7 -9 -10
leaf_value=0.077144631368126812 0.064342887129358123 0.33866597796011699 0.20455246688730153 -0.043557528597407275 0.070438955814486004 0.295558063686712 0.20455246688730153 0.26322712798165832 -0.063674555258329518
leaf_count=20 22 24 24 20 21 28 21 32 24
internal_value=0 0.924838 -1.04148 -1.67745 -0.10873 1.24518 1.06352 0.871395 -2.0737
internal_count=236 125 111 66 45 105 81 53 44
shrinkage=1


Tree=1
num_leaves=9
num_cat=0
split_feature=2 4 4 2 2 1 1 2
split_gain=45.947 13.7789 13.1296 4.24747 4.04771 2.49753 1.37103 2.05629
threshold=220.35000000000002 0.18729110071394048 0.33579895497821893 254.72857795761237 261.69346066705333 5.8843785703050138 8.5631954230303027 190.70067843112631
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3 -7 -8
right_child=2 5 4 -5 -6 6 7 -9
leaf_value=-0.067811435685855001 -0.092819380845489602 0.17127204818094832 0.046768274398375498 -0.19509067751261952 -0.073799111739619672 0.065165207583527646 0.16035608291215755 0.076901608280132733
leaf_count=20 29 24 24 37 21 33 24 24
internal_value=0 0.842254 -0.934209 -1.50153 -0.0977272 1.13716 0.968571 1.18588
internal_count=236 125 111 66 45 105 81 48
shrinkage=0.1


Tree=2
num_leaves=10
num_cat=0
split_feature=2 4 4 1 2 1 2 3 4
split_gain=37.689 11.4235 10.785 3.75596 3.28154 2.23318 1.22746 1.03123 0.114346
threshold=220.35000000000002 0.18729110071394048 0.33579895497821893 15.883828126993802 261.69346066705333 5.8843785703050138 172.92091887412423 0.92383569004219235 0.25244454211345563
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3 -7 -8 -5
right_child=2 5 4 8 -6 6 7 -9 -10
leaf_value=-0.060934639045193841 -0.068991192485726799 0.16005327442034534 0.042327445918701641 -0.18025282084783481 -0.066330833288977417 0.12317056445942164 0.097270815800026084 0.04057901150837083 -0.15970055527929616
leaf_count=20 22 24 24 23 21 28 28 25 21
internal_value=0 0.771569 -0.846086 -1.36337 -0.0880581 1.04517 0.885825 0.70485 -1.70451
internal_count=236 125 111 66 45 105 81 53 44
shrinkage=0.1


Tree=3
num_leaves=9
num_cat=0
split_feature=2 4 4 2 4 1 1 2
split_gain=31.1111 9.52159 9.01612 3.38985 2.68588 2.05295 1.24717 1.73573
threshold=220.35000000000002 0.18729110071394048 0.33579895497821893 254.72857795761237 0.42152095783676591 5.8843785703050138 8.5631954230303027 190.70067843112631
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3 -7 -8
right_child=2 5 4 -5 -6 6 7 -9
leaf_value=-0.054877517087653205 -0.074065470897780233 0.15117130414644719 0.04232281391740092 -0.16648466961357491 -0.056011722195184133 0.05065178233970602 0.14201955556871212 0.063936302627633321
leaf_count=20 29 24 22 37 23 33 24 24
internal_value=0 0.709883 -0.771739 -1.25115 -0.0794888 0.965207 0.812701 1.02421
internal_count=236 125 111 66 45 105 81 48
shrinkage=0.1


Tree=4
num_leaves=9
num_cat=0
split_feature=2 4 0 4 2 1 1 2
split_gain=25.7755 7.97026 7.96273 2.66473 2.46325 1.92259 1.18702 2.41907
threshold=220.35000000000002 0.18729110071394048 7.5000000000000009 0.27459279614177784 261.69346066705333 5.8843785703050138 11.100093836411352 172.92091887412423
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 -7
right_child=2 5 3 4 -6 6 -8 -9
leaf_value=-0.049502197641662554 0.021239893812806471 0.14399198871430696 -0.14499017620918692 -0.020010780438300405 -0.11405851397927125 0.10726810446645035 0.11835444644485978 0.023981395518500152
leaf_count=20 29 24 36 21 25 27 20 34
internal_value=0 0.655303 -0.706125 -1.03004 -0.709271 0.89465 0.747506 0.603243
internal_count=236 125 111 82 46 105 81 61
shrinkage=0.1


Tree=5
num_leaves=9
num_cat=0
split_feature=2 4 4 2 2 1 1 2
split_gain=21.3638 7.29943 6.68874 2.87146 2.43137 1.82613 1.09016 1.63743
threshold=220.35000000000002 0.32450000000000007 0.18729110071394048 261.69346066705333 254.72857795761237 5.8843785703050138 8.5631954230303027 190.70067843112631
decision_type=2 2 2 2 2 2 2 2
left_child=2 4 -1 -3 -2 -4 -7 -8
right_child=1 3 5 -5 -6 6 7 -9
leaf_value=-0.044704253765086403 -0.069070159145992557 0.039159959708833708 0.13809242578963304 -0.058825023764084362 -0.15141072566430672 0.039863439537433376 0.12928311813698609 0.051531448226257617
leaf_count=20 28 26 24 23 34 33 24 24
internal_value=0 -0.64533 0.60606 -0.0695602 -1.12564 0.830992 0.688276 0.892018
internal_count=236 111 125 49 62 105 81 48
shrinkage=0.1


Tree=6
num_leaves=9
num_cat=0
split_feature=2 4 4 2 1 3 4 4
split_gain=17.8716 10.0566 10.0198 2.92361 2.44119 1.29704 1.19195 1.06243
threshold=227.55397529843091 0.33579895497821893 0.17364456601386494 261.69346066705333 7.7513849430639432 0.92383569004219235 0.25244454211345563 0.3060911879960293
decision_type=2 2 2 2 2 2 2 2
left_child=2 6 -1 -3 7 -6 -2 -4
right_child=1 3 4 -5 5 -7 -8 -9
leaf_value=-0.078378184620038455 -0.15195751922739451 0.059945179250359359 0.14742720890847816 -0.045466271295591068 0.081403857608577171 0.023027048222736369 -0.091628290308423843 0.080266491746241078
leaf_count=20 31 22 26 21 35 33 28 20
internal_value=0 -0.647041 0.518077 0.0810305 0.777284 0.528933 -1.23104 1.17424
internal_count=236 102 134 43 114 68 59 46
shrinkage=0.1


Tree=7
num_leaves=9
num_cat=0
split_feature=2 0 4 2 1 1 2 4
split_gain=14.9537 6.37617 4.67099 1.98747 1.71149 1.10381 2.10997 0.768508
threshold=220.35000000000002 7.5000000000000009 0.18729110071394048 251.03479344628801 5.8843785703050138 11.100093836411352 172.92091887412423 0.32450000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -4 6 -6 -5
right_child=1 3 4 7 5 -7 -8 -9
leaf_value=-0.035899569674419762 0.028245978304785258 -0.046282211286160349 0.1293103603242797 -0.13870253412743441 0.090310438486572858 0.1020773159578805 0.0097962337462071877 -0.085509204255547033
leaf_count=20 29 32 24 28 27 20 34 22
internal_value=0 -0.551385 0.521663 -0.854692 0.719687 0.583195 0.44038 -1.12904
internal_count=236 111 125 82 105 81 61 50
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=2 4 0 1 4 3 1
split_gain=13.6885 11.3274 8.19022 8.9878 2.81094 0.83342 1.31221
threshold=282.24118909121501 0.15800000000000003 7.5000000000000009 10.195389051752898 0.27459279614177784 1.2347722529903207 8.2237000026568836
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.12227370856838052 -0.1251972569285445 0.039871908536442055 0.08955272018449037 -0.099685112143719279 -0.010117563082775215 0.1332265781725038 0.10655337427980963
leaf_count=21 35 24 35 27 39 21 34
internal_value=0 0.216253 0.397632 0.0011571 -0.452455 0.933614 0.806042
internal_count=236 201 180 101 66 79 58
shrinkage=0.1


Tree=9
num_leaves=8
num_cat=0
split_feature=2 4 0 1 4 1 1
split_gain=11.6152 9.46678 6.88788 7.46667 2.36285 0.804727 1.28923
threshold=282.24118909121501 0.15800000000000003 7.5000000000000009 10.195389051752898 0.27459279614177784 7.7513849430639432 11.691791721540499
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.11380326950853764 -0.11815700611868769 0.11642344810472049 0.083168206220266203 -0.09174087392828216 -0.0090997416515266171 0.027238411880041693 0.099605405614887024
leaf_count=21 35 33 35 27 39 20 26
internal_value=0 0.199429 0.366171 0.00123233 -0.410826 0.866222 0.69665
internal_count=236 201 180 101 66 79 46
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=2 4 0 1 4 1 1
split_gain=9.88861 7.93764 5.8157 6.20769 1.98961 0.816824 1.07366
threshold=282.24118909121501 0.15800000000000003 7.5000000000000009 10.195389051752898 0.27459279614177784 7.7513849430639432 11.691791721540499
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.10633578994941512 -0.11187673410583443 0.11182432718668577 0.077289807805206404 -0.084534321979899796 -0.0081851567078810028 0.024784010660850272 0.091257654108595807
leaf_count=21 35 33 35 27 39 20 26
internal_value=0 0.184247 0.337704 0.00128125 -0.373197 0.805946 0.636495
internal_count=236 201 180 101 66 79 46
shrinkage=0.1


Tree=11
num_leaves=10
num_cat=0
split_feature=1 4 3 4 0 0 4 2 2
split_gain=8.90247 8.67306 6.2323 6.21506 2.92944 4.07529 5.0473 1.14915 0.128987
threshold=16.020000000000003 0.37628207571213418 1.3815000000000002 0.17364456601386494 8.1000000000000032 7.6500000000000012 0.28786934891291921 205.50000000000003 277.35000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 6 -5 -7 -2
right_child=1 -3 -4 4 -6 7 -8 -9 -10
leaf_value=-0.089462813819109657 -0.10895476607262505 0.030730868242781085 0.15737670841522647 0.09457236880280738 -0.04189400382489674 0.14391791097781861 -0.046624187212274709 0.069941444688608884 -0.13207530643957816
leaf_count=21 25 28 21 24 20 20 30 20 27
internal_value=0 -0.605084 0.314128 0.154213 0.370051 0.533122 0.115911 1.0508 -1.20006
internal_count=236 80 156 135 114 94 54 40 52
shrinkage=0.1


Tree=12
num_leaves=9
num_cat=0
split_feature=2 4 0 1 4 3 1 1
split_gain=7.93315 5.70356 5.83679 5.48039 1.64886 0.855129 1.26917 0.667417
threshold=288.15000000000003 0.15800000000000003 7.5000000000000009 10.195389051752898 0.27459279614177784 1.2347722529903207 8.2237000026568836 16.020000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 -6
right_child=-2 2 3 4 7 -7 -8 -9
leaf_value=-0.094993711280772553 -0.11646433554714178 0.020053098833614114 0.069704767921520625 -0.081451147420823725 0.013200939258681453 0.1198099773898659 0.088958900794215687 -0.040608381722506526
leaf_count=21 29 24 35 30 21 22 34 20
internal_value=0 0.149703 0.277282 -0.0538924 -0.391363 0.761089 0.628903 -0.130202
internal_count=236 207 186 106 71 80 58 41
shrinkage=0.1


Tree=13
num_leaves=9
num_cat=0
split_feature=2 4 0 2 1 3 4 1
split_gain=6.832 4.80338 4.9015 4.66092 1.56306 0.796022 1.35308 0.143366
threshold=288.15000000000003 0.15800000000000003 7.5000000000000009 190.70067843112631 16.020000000000003 1.2347722529903207 0.26871586815093884 12.471586406343588
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 7 6 -3 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.089264354264368545 -0.11154924639281526 0.10744444485511245 0.070496052459419659 -0.020149491771659759 -0.072698140376438874 0.11415036351274264 0.033357891979794253 0.0049214447889603585
leaf_count=21 29 22 32 22 32 22 36 20
internal_value=0 0.138358 0.255763 -0.0493308 -0.340124 0.706713 0.579365 -0.0766808
internal_count=236 207 186 106 74 80 58 42
shrinkage=0.1


Tree=14
num_leaves=10
num_cat=0
split_feature=2 0 4 2 3 4 1 4 4
split_gain=5.89602 4.0884 4.97333 2.97821 3.37627 1.41583 1.39544 1.78021 0.118749
threshold=288.15000000000003 6.5000000000000009 0.15800000000000003 190.70067843112631 1.0006868987855939 0.27459279614177784 8.5631954230303027 0.3060911879960293 0.40615401028963055
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 -4 -7
right_child=-2 2 3 4 -6 8 -8 -9 -10
leaf_value=0.12166380745361305 -0.10703910505067452 -0.10716095361478986 0.081167803751079792 -0.071898895114674566 0.063269105997932215 0.002551588098688991 0.10360327066085738 -0.015994034153039856 -0.01945412900773634
leaf_count=22 29 20 22 30 24 23 24 21 21
internal_value=0 0.127986 0.0310632 0.157828 -0.0730215 -0.308552 0.56211 0.308248 -0.0820481
internal_count=236 207 185 165 98 74 67 43 44
shrinkage=0.1


Tree=15
num_leaves=9
num_cat=0
split_feature=2 0 4 1 4 3 1 1
split_gain=5.09572 3.52752 4.258 2.73409 2.94189 2.94712 2.75 1.3341
threshold=288.15000000000003 6.5000000000000009 0.15800000000000003 7.7513849430639432 0.34130715792973049 0.92383569004219235 15.883828126993802 11.892408927675403
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.11584015425078248 -0.10284693186726286 -0.10218464027884003 0.079479580582257459 -0.038105109150022909 0.081531989122995807 -0.014411496562760055 -0.10060915871418941 0.038653153115175844
leaf_count=22 29 20 33 26 32 29 24 21
internal_value=0 0.118493 0.0287581 0.145224 0.0108621 0.351636 -0.321724 -0.0158324
internal_count=236 207 185 165 132 61 71 47
shrinkage=0.1


Tree=16
num_leaves=9
num_cat=0
split_feature=2 0 4 2 4 1 1 4
split_gain=4.46941 3.16184 3.49893 2.62361 2.57359 4.13937 2.62316 1.13511
threshold=310.9500000000001 6.5000000000000009 0.15800000000000003 172.92091887412423 0.37392138762912047 16.253234129970512 16.596389473623947 0.25244454211345563
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.11032522922243647 -0.12305437591431352 -0.097562074872038496 0.072038900643271439 -0.025806237283273772 -0.0038624899136758921 -0.09899972084593775 0.094439752787421505 0.043986347900082864
leaf_count=22 20 20 39 22 36 33 20 24
internal_value=0 0.0891015 0.00773953 0.108045 -0.0250579 -0.30118 0.327428 0.104115
internal_count=236 216 194 174 135 79 56 46
shrinkage=0.1


Tree=17
num_leaves=10
num_cat=0
split_feature=2 4 0 3 1 1 2 4 1
split_gain=3.96368 5.69484 1.6902 5.77379 2.06878 1.98335 0.978559 0.874212 0.725675
threshold=227.55397529843091 0.33579895497821893 7.6500000000000012 1.2134139131931276 8.2237000026568836 9.4557530949367017 169.88696259420021 0.25244454211345563 19.53431186408746
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 6 -4 -5 -2 -3
right_child=1 8 5 4 -6 -7 -8 -9 -10
leaf_value=-0.10209672967105517 -0.12762744796841655 -0.0072612842638715208 0.10735969118471973 0.051137391224946649 0.1086688230998802 0.0174511631133277 -0.034546816890592233 -0.063728849085206957 0.049192900093793186
leaf_count=20 31 21 27 20 20 27 20 28 22
internal_value=0 -0.352471 0.281395 0.0352866 0.476848 0.590053 0.088262 -0.936341 0.197859
internal_count=236 102 134 80 60 54 40 59 43
shrinkage=0.1


Tree=18
num_leaves=9
num_cat=0
split_feature=2 0 4 3 3 2 4 3
split_gain=3.85967 2.75008 2.7113 2.72136 3.02535 5.05244 3.2743 0.962277
threshold=310.9500000000001 6.5000000000000009 0.15800000000000003 0.70859131692344268 0.92383569004219235 237.32734820814107 0.26871586815093884 1.1940000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8
right_child=-2 2 3 4 6 -7 7 -9
leaf_value=0.10502998838626601 -0.12094872990237521 -0.090697896984597071 -0.059759415895586733 0.11265821695066738 0.07162513865629988 -0.016584298409576547 -0.074901591153985966 -0.012735884106834053
leaf_count=22 20 20 27 38 26 32 20 31
internal_value=0 0.0818268 0.00441297 0.0919981 0.219349 0.578061 -0.103082 -0.393189
internal_count=236 216 194 174 147 70 77 51
shrinkage=0.1


Tree=19
num_leaves=9
num_cat=0
split_feature=2 0 4 3 3 2 4 3
split_gain=3.41106 2.36894 2.33055 2.20506 2.52395 4.29981 2.69655 0.760666
threshold=310.9500000000001 6.5000000000000009 0.15800000000000003 0.70859131692344268 0.92383569004219235 237.32734820814107 0.26871586815093884 1.1940000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8
right_child=-2 2 3 4 6 -7 7 -9
leaf_value=0.099994823195496879 -0.11867712032595373 -0.086665343925144939 -0.05324915178829695 0.10536177831399787 0.066739289350480888 -0.015032957727587781 -0.066417729176067836 -0.01141457177589765
leaf_count=22 20 20 27 38 26 32 20 31
internal_value=0 0.0754396 0.00445721 0.0842604 0.200676 0.533905 -0.092503 -0.350708
internal_count=236 216 194 174 147 70 77 51
shrinkage=0.1


Tree=20
num_leaves=9
num_cat=0
split_feature=2 3 3 2 0 4 3 2
split_gain=3.04858 1.92867 2.66789 3.88389 2.5436 2.18404 1.17972 1.47005
threshold=282.24118909121501 0.70859131692344268 0.92383569004219235 208.50000000000003 6.9500000000000011 0.25737457457130608 1.3815000000000002 172.92091887412423
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -5 7 -4
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=-0.047681953442717417 -0.08068503710504786 0.14236865424022313 0.057613316590280343 -0.041276602773502806 -0.059098410265444781 0.066155150912410685 0.088179609943318166 -0.024286819746460506
leaf_count=27 35 25 28 22 28 20 21 30
internal_value=0 0.101087 0.200818 0.578478 -0.0467161 0.1718 0.224376 0.068437
internal_count=236 201 174 67 107 42 79 58
shrinkage=0.1


Tree=21
num_leaves=9
num_cat=0
split_feature=2 4 2 1 4 2 1 1
split_gain=2.78395 2.19835 2.61487 1.30866 1.81227 1.53553 0.241171 1.01618e-05
threshold=310.9500000000001 0.45472382795746885 251.03479344628801 7.7513849430639432 0.22314387645611847 211.82417395979544 5.4400000000000013 19.064190505952052
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -4
right_child=-2 -3 7 4 5 -7 -8 -9
leaf_value=0.025940042047967782 -0.11544028300605785 0.059151399999697291 -0.065482274675225993 -0.057146909279517891 -0.017049963038846146 0.054875501489763737 0.066518688654679858 -0.065215715749232836
leaf_count=28 20 32 20 27 38 27 24 20
internal_value=0 0.066441 -0.0533224 0.0996996 -0.0451081 0.161845 0.498104 -0.653628
internal_count=236 216 184 144 92 65 52 40
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=0
split_feature=2 0 4 2 4 2 2
split_gain=2.47081 1.92878 2.35552 3.08893 1.43809 1.07011 2.37648
threshold=310.9500000000001 6.5000000000000009 0.45472382795746885 251.03479344628801 0.18050000000000002 211.82417395979544 174.01036406707752
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.093994592918744235 -0.11382081517025021 -0.050960726681851587 0.053996440348205166 -0.083731951801253438 0.051402022254413204 0.047566485362964483 -0.045771021431423198
leaf_count=22 20 24 32 37 36 32 33
internal_value=0 0.0604563 -0.00292176 -0.137349 0.0332268 0.160583 -0.0409928
internal_count=236 216 194 162 125 101 69
shrinkage=0.1


Tree=23
num_leaves=9
num_cat=0
split_feature=2 0 4 2 0 4 3 1
split_gain=2.19767 1.65728 1.93663 2.63023 1.45464 2.7176 1.608 1.62082
threshold=310.9500000000001 6.5000000000000009 0.45472382795746885 251.03479344628801 7.6500000000000012 0.27459279614177784 1.2134139131931276 8.2237000026568836
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.089278836908472367 -0.11238550551462421 -0.072016350875324792 0.049279320857323797 -0.078693205994235432 -0.014475443868592761 0.090921286957643704 -0.046438165350820057 0.053259586561531673
leaf_count=22 20 23 32 37 34 24 22 22
internal_value=0 0.0553988 -0.00271351 -0.12544 0.0303401 0.304158 -0.226804 0.0791161
internal_count=236 216 194 162 125 58 67 44
shrinkage=0.1


Tree=24
num_leaves=9
num_cat=0
split_feature=2 3 3 1 4 3 2 1
split_gain=1.95842 1.78635 1.69154 4.33399 3.01659 1.97051 1.18836 1.86587
threshold=310.9500000000001 0.70859131692344268 0.92383569004219235 10.642757660851688 0.27459279614177784 1.3815000000000002 169.88696259420021 16.596389473623947
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -8
right_child=-2 2 5 4 -6 -7 7 -9
leaf_value=-0.051357402301161516 -0.11111057192154405 0.15003910562263245 0.031268137869491619 -0.055361572468115544 0.061229030722654898 0.084720063640130294 -0.066019496329230876 0.019006492737662216
leaf_count=28 20 21 29 30 27 22 38 21
internal_value=0 0.0509856 0.145487 0.434561 0.0919078 -0.0585306 -0.187918 -0.349266
internal_count=236 216 188 78 57 110 88 59
shrinkage=0.1


Tree=25
num_leaves=10
num_cat=0
split_feature=2 0 1 4 1 2 1 1 4
split_gain=1.74841 1.64667 3.4641 3.01624 2.27852 1.60198 1.41951 2.00122 1.18052
threshold=310.9500000000001 7.5000000000000009 8.2237000026568836 0.45472382795746885 8.2237000026568836 169.88696259420021 16.253234129970512 13.562764749679845 0.34211204015068014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 5 -1 7 -4 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10
leaf_value=0.037889461562028687 -0.10997586297396539 0.08352375138346041 -0.077997706101314498 0.043494285823660064 0.027170378352313281 -0.069149990348823145 -0.10455370021715582 0.018673462365614461 0.10529951153618622
leaf_count=24 20 21 27 20 23 25 33 22 21
internal_value=0 0.047045 -0.135982 -0.316224 0.318667 -0.167488 -0.556796 -0.327056 0.670156
internal_count=236 216 123 102 93 49 82 49 44
shrinkage=0.1


Tree=26
num_leaves=10
num_cat=0
split_feature=2 1 2 2 0 3 1 2 2
split_gain=1.56625 1.74437 3.79977 1.16166 1.15573 2.81726 1.91807 1.08885 0.714315
threshold=282.24118909121501 18.759630309413264 227.55397529843091 250.96750123931596 7.6500000000000012 1.2134139131931276 8.2237000026568836 191.85385513667629 169.88696259420021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -6 -7
right_child=-2 -3 3 -5 7 6 -8 -9 -10
leaf_value=-0.076441673484445263 -0.067898558567978565 0.064292379430222271 -0.099000376382346295 -0.018278068490728161 0.085755542981149402 0.032930808718516558 0.096168355628149294 0.012792885139448441 -0.046902642637614914
leaf_count=20 35 26 22 20 30 20 20 23 20
internal_value=0 0.0689544 -0.0297028 -0.644051 0.205588 -0.00879453 0.335631 0.489217 -0.0764045
internal_count=236 201 175 42 133 80 60 53 40
shrinkage=0.1


Tree=27
num_leaves=9
num_cat=0
split_feature=2 3 3 2 4 3 2 4
split_gain=1.45814 1.5874 1.67788 3.41336 2.09472 1.76026 0.853439 1.56849
threshold=310.9500000000001 0.70859131692344268 0.92383569004219235 208.50000000000003 0.27459279614177784 1.3815000000000002 169.88696259420021 0.36480492159903311
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -8
right_child=-2 2 5 4 -6 -7 7 -9
leaf_value=-0.049929770299994063 -0.10839035023337647 0.13473760073479132 0.02397318522057805 -0.04577139888711447 0.05554686680984533 0.079753950679016181 -0.076901301515798048 -9.8373270370882382e-05
leaf_count=28 20 25 29 29 24 22 29 30
internal_value=0 0.0415411 0.132874 0.430328 0.0986673 -0.0722975 -0.196674 -0.334055
internal_count=236 216 188 78 53 110 88 59
shrinkage=0.1


Tree=28
num_leaves=9
num_cat=0
split_feature=0 3 2 4 4 1 1 2
split_gain=1.39982 2.72724 2.43536 1.84862 1.50657 0.956864 0.944815 0.320859
threshold=7.5000000000000009 0.89250000000000018 191.85385513667629 0.27459279614177784 0.21050000000000002 8.2237000026568836 15.680000000000001 251.03479344628801
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -7 -5
right_child=1 -3 3 7 5 6 -8 -9
leaf_value=-0.044802678350943426 0.076000638248335264 -0.089228482493227082 -0.071534153635052944 0.028929785882635301 0.0010857571256301006 0.10102463224024825 0.027096360407408406 -0.011978478907990368
leaf_count=21 27 24 38 21 34 23 22 26
internal_value=0 -0.167755 0.0241131 -0.189246 0.25387 0.417045 0.637762 0.102976
internal_count=236 136 112 85 100 79 45 47
shrinkage=0.1


Tree=29
num_leaves=9
num_cat=0
split_feature=2 3 3 2 0 1 2 4
split_gain=1.29332 1.44739 1.51532 3.28895 1.46675 0.92451 0.745441 1.34856
threshold=310.9500000000001 0.70859131692344268 0.92383569004219235 237.32734820814107 6.5000000000000009 10.642757660851688 169.88696259420021 0.36480492159903311
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 -8
right_child=-2 2 4 -5 6 -7 7 -9
leaf_value=-0.048211925971314268 -0.10753973869766163 0.14126201280892595 0.075070127593176827 -0.017788242591364644 0.022930403616860762 0.05985662874069575 -0.072399578395198311 -0.00019341310917202697
leaf_count=28 20 21 22 37 29 20 29 30
internal_value=0 0.0389581 0.128212 0.41804 -0.0685629 0.931702 -0.181691 -0.312125
internal_count=236 216 188 78 110 41 88 59
shrinkage=0.1


Tree=30
num_leaves=9
num_cat=0
split_feature=3 3 4 2 1 1 2 2
split_gain=1.24798 2.30756 2.19031 1.58149 1.31545 1.49016 1.02471 0.814687
threshold=1.0006868987855939 0.89250000000000018 0.27459279614177784 227.55397529843091 8.2237000026568836 15.680000000000001 169.88696259420021 251.03479344628801
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -2 -4
right_child=4 -3 7 -5 5 -7 -8 -9
leaf_value=-0.0051349127559899514 0.031239968841779167 -0.083346513702548183 0.054009136989668187 -0.11442841365451535 0.096088635317699955 0.006668087513895464 -0.056637039244460667 -0.0072315444537408811
leaf_count=21 24 24 37 28 26 25 25 26
internal_value=0 -0.160949 0.0201345 -0.476258 0.243561 0.514506 -0.136782 0.315705
internal_count=236 136 112 49 100 51 49 63
shrinkage=0.1


Tree=31
num_leaves=9
num_cat=0
split_feature=2 3 3 1 1 0 1 2
split_gain=1.14479 1.31009 1.36185 2.74783 1.23276 1.17885 0.644972 1.21822
threshold=310.9500000000001 0.70859131692344268 0.92383569004219235 16.253234129970512 10.642757660851688 6.5000000000000009 16.596389473623947 172.92091887412423
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 -7
right_child=-2 2 5 -5 -6 6 -8 -9
leaf_value=-0.046259492471899311 -0.10678225620112612 0.13920565211706373 0.069011320161023681 -0.031905431051479964 0.048153621751120944 0.017615480557593866 0.018311589177745724 -0.056270896812232789
leaf_count=28 20 21 22 28 29 31 21 36
internal_value=0 0.0361241 0.123067 0.403959 0.771862 -0.0653702 -0.166703 -0.302495
internal_count=236 216 188 78 50 110 88 67
shrinkage=0.1


Tree=32
num_leaves=9
num_cat=0
split_feature=4 2 4 1 1 2 4 1
split_gain=1.32039 1.3699 0.928726 0.73905 0.895247 0.908588 0.900444 0.821375
threshold=0.45472382795746885 251.03479344628801 0.28786934891291921 5.8843785703050138 12.154018882810536 227.55397529843091 0.30950000000000005 8.1580416141613359
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.054468365750369951 0.040807103595300341 -0.11442519684384933 -0.025027475586819965 0.046150714323067416 0.062476141583756556 -0.007726985838051809 -0.061051770805755273 -0.034117028068057796
leaf_count=31 36 30 26 20 20 27 26 20
internal_value=0 -0.103389 -0.564807 0.0178108 -0.0544936 0.196632 -0.26347 0.015191
internal_count=236 200 56 144 113 47 66 40
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=4 2 0 1 1 2 2
split_gain=1.07918 1.26046 1.25476 2.03349 1.37565 1.1186 0.755231
threshold=0.45472382795746885 288.15000000000003 7.5000000000000009 16.253234129970512 8.2237000026568836 169.88696259420021 219.00000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.024113383158867022 0.037035411637370917 -0.10995035059080366 -0.028804949924193659 -0.095980870731310897 0.053070692660219722 -0.076488084093837283 0.027344923794752625
leaf_count=24 36 23 38 29 38 22 26
internal_value=0 -0.0938475 -0.042303 -0.253154 0.214971 -0.203224 -0.026788
internal_count=236 200 177 93 84 46 64
shrinkage=0.1


Tree=34
num_leaves=8
num_cat=0
split_feature=4 1 1 4 1 1 4
split_gain=0.978898 2.58787 1.86157 1.54914 1.17649 2.27119 0.600148
threshold=0.34130715792973049 15.805442306849995 18.759630309413264 0.40615401028963055 7.7513849430639432 11.892408927675403 0.25244454211345563
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 -3
right_child=2 6 -4 -5 5 -7 -8
leaf_value=0.056538166349968416 0.042916804493560362 -0.14811769000166478 0.079312711186951823 -0.033518523200452295 -0.066677277093340301 0.040745252058666463 -0.061894218170810214
leaf_count=39 33 23 24 36 28 27 26
internal_value=0 -0.173558 0.186163 -0.0220976 0.0765881 -0.13634 -0.83862
internal_count=236 143 93 69 94 55 49
shrinkage=0.1


Tree=35
num_leaves=9
num_cat=0
split_feature=2 1 1 3 0 3 1 2
split_gain=0.951037 1.90364 2.66379 2.60823 2.65637 2.18165 1.10671 0.696741
threshold=282.24118909121501 18.759630309413264 16.020000000000003 0.70859131692344268 7.6500000000000012 1.3815000000000002 10.642757660851688 172.92091887412423
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.072468597394096376 -0.060529687627076868 0.068254937387050366 -0.093346817377079366 0.011768911449213638 0.13428809745677861 0.11496586834299363 0.045587626632720167 -0.045061414602899773
leaf_count=20 35 26 21 31 21 20 28 34
internal_value=0 0.053175 -0.0558094 0.0724891 0.231013 -0.0783136 0.729828 -0.245505
internal_count=236 201 175 154 134 85 49 65
shrinkage=0.1


Tree=36
num_leaves=9
num_cat=0
split_feature=4 2 0 1 1 2 1 1
split_gain=1.08012 1.05049 1.00992 1.56268 1.2541 0.884751 0.689479 1.54745
threshold=0.45472382795746885 288.15000000000003 7.5000000000000009 16.253234129970512 8.2237000026568836 169.88696259420021 9.4557530949367017 13.562764749679845
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.017462307073808442 0.036714826217309468 -0.10922671482091134 0.037129902804765344 -0.090474780109678035 0.048649903336583748 -0.073726068417060378 -0.071361231737513423 0.024073167372533118
leaf_count=24 36 23 22 29 38 22 21 21
internal_value=0 -0.0976257 -0.0525538 -0.24476 0.181842 -0.225732 -0.052524 -0.223075
internal_count=236 200 177 93 84 46 64 42
shrinkage=0.1


Tree=37
num_leaves=10
num_cat=0
split_feature=4 2 3 2 1 4 1 4 4
split_gain=0.988015 2.23789 0.961376 1.83281 0.737046 0.766451 0.707475 0.790672 0.194333
threshold=0.22314387645611847 225.29074724279573 1.0006868987855939 190.70067843112631 8.2237000026568836 0.36480492159903311 19.064190505952052 0.36480492159903311 0.18050000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 -6 7 -5 -1
right_child=2 -3 4 6 5 -7 -8 -9 -10
leaf_value=-0.01810006453685931 0.063862871699534307 -0.13685083780651952 -0.0027962000004927122 -0.0051818367410650483 0.019544475820085058 0.091383727386833549 0.014594405334646491 -0.07020236917445874 0.022057384084314305
leaf_count=20 24 25 32 20 22 20 29 24 20
internal_value=0 -0.34235 0.0991373 -0.0706509 0.346875 0.558435 -0.261196 -0.423753 -0.00754159
internal_count=236 65 171 97 74 42 73 44 40
shrinkage=0.1


Tree=38
num_leaves=9
num_cat=0
split_feature=4 2 3 4 0 4 1 2
split_gain=0.879052 0.959746 0.738768 0.93307 1.00796 1.29441 1.22754 1.36761
threshold=0.45472382795746885 288.15000000000003 1.3815000000000002 0.15800000000000003 7.5000000000000009 0.26871586815093884 16.253234129970512 219.00000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.075496282892193345 0.03328988060475959 -0.10856093989056562 0.060553660939033332 0.0878818282742935 -0.040228731810110822 -0.0032538638345176868 -0.083386260298548676 0.039578650535614088
leaf_count=20 36 23 22 23 37 29 25 21
internal_value=0 -0.0902553 -0.0478202 -0.0997045 -0.0291756 0.266108 -0.216446 -0.0381974
internal_count=236 200 177 155 135 52 83 58
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=0
split_feature=4 1 1 4 1 1 4
split_gain=0.860626 1.98541 1.26911 1.30444 0.93877 1.89636 0.535237
threshold=0.34130715792973049 15.805442306849995 18.759630309413264 0.40615401028963055 7.7513849430639432 11.691791721540499 0.23691895225359952
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 -3
right_child=2 6 -4 -5 5 -7 -8
leaf_value=0.051397146468099467 0.043708654418770067 -0.1548255589954371 0.069256604641746211 -0.028133695500603385 -0.067384296802575475 0.032936485033762224 -0.060591833761484186
leaf_count=39 33 21 24 36 26 29 28
internal_value=0 -0.17073 0.176355 0.00246153 0.0499635 -0.139765 -0.79368
internal_count=236 143 93 69 94 55 49
shrinkage=0.1


Tree=40
num_leaves=8
num_cat=0
split_feature=2 4 3 4 2 2 2
split_gain=0.838886 0.901713 0.653519 0.804414 0.804621 0.693706 0.879883
threshold=310.9500000000001 0.45472382795746885 1.3815000000000002 0.15800000000000003 251.03479344628801 211.82417395979544 174.01036406707752
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.073371368659378419 -0.1069500211008228 0.037360058550872453 0.057026321447580269 0.027469841711292256 -0.051209499468209491 0.029903139151001581 -0.037406418359200326
leaf_count=20 20 32 22 36 33 36 37
internal_value=0 0.0283747 -0.0657782 -0.112917 -0.0490634 0.0453762 -0.133568
internal_count=236 216 184 162 142 109 73
shrinkage=0.1


Tree=41
num_leaves=9
num_cat=0
split_feature=2 4 2 3 2 1 2 1
split_gain=0.752151 0.826761 1.96425 0.598095 1.42814 0.841371 0.663479 0.0923618
threshold=310.9500000000001 0.22314387645611847 225.29074724279573 1.0006868987855939 190.70067843112631 8.2237000026568836 250.96750123931596 7.3672804250042132
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -6 -1
right_child=-2 3 -4 5 6 -7 -8 -9
leaf_value=0.017051664217308953 -0.10626507013478551 0.061552229050951181 -0.13820269598408916 -0.0088837362256700587 -0.039137396159235088 0.055919217855937189 0.014150356062503984 -0.011524985711747654
leaf_count=20 20 24 21 32 34 38 27 20
internal_value=0 0.0258024 -0.302127 0.117672 -0.0193508 0.321287 -0.1949 0.000741353
internal_count=236 216 61 155 85 70 61 40
shrinkage=0.1


Tree=42
num_leaves=10
num_cat=0
split_feature=3 3 2 1 0 1 2 1 4
split_gain=0.702395 1.52775 2.29049 1.15145 0.702016 0.816705 1.4139 0.89129 0.379598
threshold=0.70859131692344268 0.92383569004219235 208.50000000000003 21.246869915980582 6.5000000000000009 17.780704535322055 200.32133852110883 7.7957361294908951 0.23691895225359952
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -3 6 7 -6 -4
right_child=1 4 3 -5 5 -7 -8 -9 -10
leaf_value=-0.037311822752288303 0.12680960095407243 0.050153852772186217 0.0018177599691853773 -0.057081925673799751 -0.045471247981361491 0.024464847588693047 -0.093035256148645024 0.029231375153803932 0.054636842341854279
leaf_count=28 25 26 20 26 29 21 20 21 20
internal_value=0 0.0681639 0.371365 0.108974 -0.14625 -0.224976 -0.366664 -0.100647 0.33389
internal_count=236 208 91 66 117 91 70 50 40
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=4 2 1 0 1 1 2
split_gain=0.690415 0.786828 0.597135 0.513895 0.963533 0.841763 0.907281
threshold=0.45472382795746885 288.15000000000003 5.8843785703050138 7.5000000000000009 8.5631954230303027 16.253234129970512 219.00000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.047373077721411763 0.029788693048316224 -0.10841974399646337 -0.041154089658130555 -0.041030110763015118 0.034626110510430595 -0.076987681519727499 0.023465674723116448
leaf_count=31 36 23 20 34 37 29 26
internal_value=0 -0.0834994 -0.0468445 -0.102277 0.0977737 -0.239636 -0.0964646
internal_count=236 200 177 146 57 89 60
shrinkage=0.1


Tree=44
num_leaves=9
num_cat=0
split_feature=1 1 3 4 0 0 2 1
split_gain=0.669946 1.0269 1.27961 1.09284 0.994115 2.01414 1.14879 0.711905
threshold=26.702906535233705 15.680000000000001 1.3815000000000002 0.34130715792973049 8.1000000000000032 7.6500000000000012 205.50000000000003 8.5631954230303027
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 7 -7 -1
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=-0.040089226675424271 0.057069866996994706 -0.077696898595113986 0.11259923317501641 -0.0023243227914731437 -0.048380980508151039 0.12557470554651068 0.026620594710492041 0.01936957899949069
leaf_count=38 24 39 21 26 21 22 20 25
internal_value=0 -0.0422436 0.0922966 -0.342161 0.0218346 0.141371 0.645932 -0.158714
internal_count=236 212 147 65 126 105 42 63
shrinkage=0.1


Tree=45
num_leaves=10
num_cat=0
split_feature=4 2 2 1 4 1 1 4 4
split_gain=0.692939 1.72023 0.820582 1.14587 1.52983 1.4395 1.16596 0.434923 0.124034
threshold=0.22314387645611847 225.29074724279573 282.24118909121501 18.759630309413264 0.30950000000000005 10.195389051752898 7.7957361294908951 0.25244454211345563 0.18050000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 7 6 -6 -2 -1
right_child=2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.017100379124675654 0.01975806591060441 -0.13606489656541657 -0.05548168240678502 0.065324278479797396 -0.031683601002375932 -0.051128966655219356 0.060430414870639451 0.082089339820601015 0.016179472486533588
leaf_count=20 21 25 28 22 21 35 21 23 20
internal_value=0 -0.306801 0.0840823 0.144194 0.0289292 -0.165236 0.198511 0.52374 -0.0232764
internal_count=236 65 171 143 121 77 42 44 40
shrinkage=0.1


Tree=46
num_leaves=9
num_cat=0
split_feature=4 1 1 2 1 1 1 1
split_gain=0.738499 1.47821 0.947127 1.10437 1.38244 0.783531 1.32821 0.483583
threshold=0.34130715792973049 7.7513849430639432 18.759630309413264 220.35000000000002 8.2237000026568836 15.883828126993802 11.892408927675403 21.246869915980582
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -3 -7
right_child=2 5 -4 -5 -6 7 -8 -9
leaf_value=0.047627335168628736 -0.02362812556622158 -0.060546883803334832 0.063305967782615977 -0.042127472051813115 0.068748521553153794 -0.13658612619911797 0.021961415937286996 -0.048503539917908178
leaf_count=39 22 28 24 20 27 20 30 26
internal_value=0 -0.16584 0.165883 0.0157076 0.263092 -0.338336 -0.177773 -0.802216
internal_count=236 143 93 69 49 104 58 46
shrinkage=0.1


Tree=47
num_leaves=10
num_cat=0
split_feature=2 4 2 1 4 4 1 1 1
split_gain=0.641323 0.723606 1.23323 1.10576 1.18372 1.00476 0.549475 1.52384 0.499392
threshold=310.9500000000001 0.34130715792973049 227.55397529843091 17.780704535322055 0.40615401028963055 0.25244454211345563 11.100093836411352 7.895843795731583 5.4400000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -4 7 8 -1
right_child=-2 3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.016964187911120653 -0.10595524857530061 0.049076483048754511 -0.13165272640883202 0.069391617524988222 -0.023828560986181961 -0.026185467078095215 0.04413161115112766 -0.065616252960785729 0.063079539806414675
leaf_count=22 20 30 23 20 36 24 20 20 21
internal_value=0 0.0235994 -0.141929 0.191043 0.0216192 -0.584725 0.0702079 -0.0966 0.348108
internal_count=236 216 130 86 66 47 83 63 43
shrinkage=0.1


Tree=48
num_leaves=10
num_cat=0
split_feature=2 1 2 2 0 3 1 2 2
split_gain=0.644105 1.05384 1.27027 1.09071 0.580911 1.04566 1.06472 0.451885 0.207357
threshold=282.24118909121501 18.759630309413264 227.55397529843091 250.96750123931596 7.6500000000000012 1.2134139131931276 8.2237000026568836 191.85385513667629 169.88696259420021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -6 -7
right_child=-2 -3 3 -5 7 6 -8 -9 -10
leaf_value=-0.054993930927828227 -0.056996582255165497 0.055391898482164872 -0.079533898149628815 0.01156336485993118 0.062040376655190424 0.010343777020598979 0.074135108612648701 0.0095585617904618368 -0.036487119950561135
leaf_count=20 35 26 22 20 30 20 20 23 20
internal_value=0 0.0434848 -0.040581 -0.449654 0.106681 -0.0607415 0.180258 0.330464 -0.139091
internal_count=236 201 175 42 133 80 60 53 40
shrinkage=0.1


Tree=49
num_leaves=9
num_cat=0
split_feature=4 2 4 1 2 2 4 0
split_gain=0.616401 0.639234 0.50341 1.21498 0.473825 0.954043 0.783363 0.638279
threshold=0.45472382795746885 288.15000000000003 0.15800000000000003 5.8843785703050138 211.82417395979544 237.32734820814107 0.3060911879960293 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.055413190041577548 0.028460636886647572 -0.10823211301070534 0.10691086100446656 0.0064019111373243322 0.053179962507898096 -0.057436117125682085 0.017543028749569881 -0.050775993576851343
leaf_count=21 36 23 24 31 20 28 20 33
internal_value=0 -0.0825183 -0.0507692 0.00047021 -0.0637103 0.0947887 -0.151596 -0.2426
internal_count=236 200 177 156 132 68 48 64
shrinkage=0.1


Tree=50
num_leaves=10
num_cat=0
split_feature=3 3 1 2 0 1 2 1 4
split_gain=0.541833 1.32749 1.73832 0.998785 0.525887 0.506473 1.27337 0.633576 0.347014
threshold=0.92383569004219235 0.70859131692344268 21.246869915980582 208.50000000000003 6.5000000000000009 17.780704535322055 200.32133852110883 7.7957361294908951 0.23691895225359952
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 -6 -5
right_child=4 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.032354672549173173 0.047523644932879222 0.12192250494446905 -0.05445655472826251 0.0043308144939179383 -0.035836125071167284 0.018193558977157107 -0.087211899473340349 0.028311169356934358 0.056874308543146505
leaf_count=28 26 25 26 20 29 21 20 21 20
internal_value=0 0.14577 0.365168 0.582667 -0.144196 -0.210087 -0.321024 -0.0664701 0.361371
internal_count=236 119 91 65 117 91 70 50 40
shrinkage=0.1


Tree=51
num_leaves=9
num_cat=0
split_feature=4 2 4 1 2 2 1 0
split_gain=0.604702 0.569762 0.419672 1.09414 0.376745 0.826897 0.728323 0.604749
threshold=0.45472382795746885 288.15000000000003 0.15800000000000003 5.8843785703050138 211.82417395979544 237.32734820814107 19.064190505952052 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.052485609055704735 0.028321346969948497 -0.10755504975161403 0.10641447963799744 0.0070511414390234187 0.048683993210026213 -0.043901042979088603 0.030255989814641143 -0.048762064221687641
leaf_count=21 36 23 24 31 20 28 20 33
internal_value=0 -0.0826303 -0.0535365 -0.00706813 -0.0656274 0.0768702 -0.153798 -0.225493
internal_count=236 200 177 156 132 68 48 64
shrinkage=0.1


Tree=52
num_leaves=9
num_cat=0
split_feature=1 1 3 0 4 1 1 2
split_gain=0.541856 0.81552 1.01619 0.956732 0.706203 0.690738 0.640101 0.620268
threshold=26.702906535233705 15.680000000000001 1.3815000000000002 7.8500000000000005 0.18050000000000002 8.5631954230303027 7.3672804250042132 190.70067843112631
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 -7
right_child=-2 3 -4 -5 5 7 -8 -9
leaf_value=-0.045288949893389024 0.053843919870904783 -0.073439673260154617 0.11162368236560763 -0.00014059305253961713 0.028362317769482233 0.076687007357848641 -0.042858426934485619 0.013310219354651473
leaf_count=24 24 26 21 39 24 23 21 34
internal_value=0 -0.0386396 0.0852654 -0.317522 0.0249457 0.120682 -0.154704 0.315714
internal_count=236 212 147 65 126 102 45 57
shrinkage=0.1


Tree=53
num_leaves=10
num_cat=0
split_feature=2 4 1 4 2 4 0 1 2
split_gain=0.515975 0.609257 0.377067 0.328926 1.0231 0.562005 1.34695 0.892674 0.345172
threshold=310.9500000000001 0.45472382795746885 5.8843785703050138 0.22050000000000003 225.29074724279573 0.26222847716487391 7.6500000000000012 15.805442306849995 227.55397529843091
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 -8 -7
right_child=-2 -3 3 5 -6 6 7 -9 -10
leaf_value=0.040557453621533332 -0.10536215064505744 0.031245860403739147 -0.0091364202868074573 0.039170443942361209 -0.13233630248145611 -0.064424848413188684 0.07254943457728899 -0.01461337097874546 -0.01754700720695887
leaf_count=31 20 32 24 24 20 22 22 20 21
internal_value=0 0.0208375 -0.0638775 -0.105908 -0.359599 -0.0319868 -0.129648 0.275647 -0.430735
internal_count=236 216 184 153 44 109 85 42 43
shrinkage=0.1


Tree=54
num_leaves=9
num_cat=0
split_feature=3 3 1 1 4 1 2 4
split_gain=0.538791 1.07763 1.55938 0.740782 0.711179 0.579127 0.897906 0.562542
threshold=0.70859131692344268 0.92383569004219235 16.253234129970512 10.642757660851688 0.29150000000000004 6.6805665404183392 221.50000000000003 0.30950000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -3 7 -7
right_child=1 5 4 -5 -6 6 -8 -9
leaf_value=-0.033302722808755153 0.1265477333241786 -0.060105954119238705 -0.12590428159553407 0.043523057732488726 -0.00058683462903966676 0.063092789904520288 -0.035606956770766328 -0.00082538451214885899
leaf_count=28 21 33 20 29 21 24 39 21
internal_value=0 0.0659109 0.343112 0.659141 -0.245178 -0.120382 -0.0238459 0.2362
internal_count=236 208 91 50 41 117 84 45
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=0
split_feature=4 1 1 4 1 1 4
split_gain=0.552847 1.02415 0.641826 0.843041 0.493123 1.19773 0.370482
threshold=0.34130715792973049 7.7513849430639432 18.759630309413264 0.41255656917423816 11.892408927675403 15.805442306849995 0.25244454211345563
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -7
right_child=2 4 -4 -5 5 6 -8
leaf_value=0.043412431231814402 0.036913466845928916 -0.059306367916759098 0.054917915938110011 -0.022760723199392298 0.031841842057131392 -0.14101488952694483 -0.042558574256731117
leaf_count=39 35 28 24 34 27 23 26
internal_value=0 -0.153026 0.146248 0.0213591 -0.298851 -0.123926 -0.574529
internal_count=236 143 93 69 104 76 49
shrinkage=0.1


Tree=56
num_leaves=9
num_cat=0
split_feature=2 1 1 3 0 0 4 2
split_gain=0.526603 1.01896 0.96518 1.24518 1.81504 1.02985 0.760807 0.467444
threshold=282.24118909121501 18.759630309413264 16.020000000000003 0.70859131692344268 7.6500000000000012 6.5000000000000009 0.25244454211345563 172.92091887412423
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -7
right_child=-2 -3 -4 4 6 7 -8 -9
leaf_value=-0.052040013512160602 -0.054206412259220738 0.055794000065329044 -0.064649242222511269 0.10801933677222959 0.027755151710586869 0.010778072463368229 0.10414760933668497 -0.038960158530687405
leaf_count=20 35 26 21 20 24 31 25 34
internal_value=0 0.0406495 -0.045137 0.0363546 0.165297 -0.111175 0.631453 -0.208958
internal_count=236 201 175 154 134 85 49 65
shrinkage=0.1


Tree=57
num_leaves=9
num_cat=0
split_feature=4 1 1 2 1 2 1 1
split_gain=0.566798 0.834167 0.508786 0.741586 0.985475 0.385862 0.495921 0.784392
threshold=0.34130715792973049 7.7513849430639432 7.895843795731583 220.35000000000002 19.064190505952052 277.35000000000008 11.892408927675403 15.805442306849995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -3 -8
right_child=2 5 3 4 -6 -7 7 -9
leaf_value=0.038288188980068735 -0.026372904015527263 -0.052869762006157145 0.059830235926116283 -0.030846608685780208 0.048185948870114813 -0.11489769249772233 0.03030883574179255 -0.046170958973722739
leaf_count=39 20 28 30 20 23 25 26 25
internal_value=0 -0.156103 0.149047 0.246926 0.0395934 -0.287464 -0.240184 -0.0487744
internal_count=236 143 93 73 43 104 79 51
shrinkage=0.1


Tree=58
num_leaves=9
num_cat=0
split_feature=4 1 0 0 4 1 1 2
split_gain=0.533431 0.883922 0.514924 1.31371 1.34616 0.411213 0.857154 0.352121
threshold=0.15800000000000003 5.8843785703050138 7.5000000000000009 7.8500000000000005 0.27459279614177784 8.5631954230303027 15.680000000000001 251.03479344628801
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 -7 -6
right_child=1 2 3 4 7 6 -8 -9
leaf_value=-0.055528742542624077 0.10644273592164014 -0.010121683561001706 -0.07050235948178224 -0.047375072243945139 0.044611381530046818 0.081399251191824243 -0.0005468321340569626 -0.00059056207229578371
leaf_count=21 25 20 21 39 36 23 25 26
internal_value=0 0.041009 0.0028337 -0.113554 0.046711 0.205677 0.374178 0.28391
internal_count=236 215 190 122 101 68 48 62
shrinkage=0.1


Tree=59
num_leaves=9
num_cat=0
split_feature=2 1 3 3 2 3 4 4
split_gain=0.481652 0.85846 0.803895 1.72226 0.991495 0.81428 0.506967 0.74338
threshold=282.24118909121501 18.759630309413264 0.70859131692344268 0.92383569004219235 227.55397529843091 1.1940000000000002 0.33579895497821893 0.22314387645611847
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=-0.046867943238187604 -0.052482977722215177 0.052395955078325708 0.084753164997292046 -0.061144935609330375 0.00073845721111629175 -0.021724401143304491 -0.028603358657439671 0.071251498951660566
leaf_count=24 35 26 36 22 21 20 25 27
internal_value=0 0.0400025 -0.039716 0.0583791 0.492449 -0.1968 0.00374685 0.268821
internal_count=236 201 175 151 57 94 72 47
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=4 2 2 1 4 3 4
split_gain=0.586842 0.725257 0.493265 0.653431 0.478869 0.798726 0.352842
threshold=0.34130715792973049 174.01036406707752 219.00000000000003 15.805442306849995 0.38103907532603759 0.92383569004219235 0.25244454211345563
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -5
right_child=4 2 3 6 5 -7 -8
leaf_value=0.030542596488930675 0.056068150411595713 -0.058870834924336396 0.024395762651483591 -0.13391145806218022 0.033929634148070702 -0.022718300654442317 -0.030667744686914428
leaf_count=37 22 36 22 23 37 34 25
internal_value=0 -0.162189 -0.29889 -0.105026 0.153191 0.0575889 -0.460962
internal_count=236 143 106 70 93 71 48
shrinkage=0.1


Tree=61
num_leaves=9
num_cat=0
split_feature=4 2 4 1 0 1 2 4
split_gain=0.512414 0.461665 0.375964 0.735877 0.405059 0.618466 0.921381 0.538618
threshold=0.45472382795746885 288.15000000000003 0.15800000000000003 5.8843785703050138 7.5000000000000009 16.253234129970512 219.00000000000003 0.26871586815093884
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.052430643304174407 0.02637666750482014 -0.10771489808423595 0.10499158029347018 0.057112401429638839 -0.040013283084034255 -0.073667497417442482 0.031554972274565808 -0.0057411657044198596
leaf_count=21 36 23 24 21 34 25 21 31
internal_value=0 -0.0814234 -0.0554745 -0.009424 -0.0532333 -0.190686 -0.063459 0.140302
internal_count=236 200 177 156 132 80 55 52
shrinkage=0.1


Tree=62
num_leaves=9
num_cat=0
split_feature=4 1 4 1 2 1 1 0
split_gain=0.485003 0.633656 0.54366 0.34166 0.336205 0.403576 0.57572 0.240787
threshold=0.34130715792973049 7.7513849430639432 0.41255656917423816 15.883828126993802 277.35000000000008 11.892408927675403 15.805442306849995 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -3 -7 -2
right_child=2 4 3 -5 -6 6 -8 -9
leaf_value=0.03508701231706824 0.06417511534739466 -0.048694719793880348 -0.019569805013052805 0.024061373671828395 -0.11474921647623906 0.025893352053377963 -0.040838043686382185 0.018534686698250556
leaf_count=39 24 28 28 21 25 26 25 20
internal_value=0 -0.149393 0.139433 -0.0259482 -0.263229 -0.221284 -0.0457406 0.409417
internal_count=236 143 93 49 104 79 51 44
shrinkage=0.1


Tree=63
num_leaves=9
num_cat=0
split_feature=2 1 2 1 4 2 2 1
split_gain=0.455625 0.815518 0.783704 1.27068 0.907913 0.570033 0.420617 0.569382
threshold=282.24118909121501 18.759630309413264 220.35000000000002 11.892408927675403 0.42152095783676591 250.96750123931596 190.70067843112631 6.6805665404183392
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 7 -1
right_child=-2 -3 5 -5 -6 -7 -8 -9
leaf_value=-0.054981125183262793 -0.052209503342034946 0.052100785513130909 -0.050631596310167608 0.084964832016703518 0.044150504455497813 0.014910051714471455 -0.067894291815146599 0.012608064717206924
leaf_count=26 35 26 31 20 20 20 22 36
internal_value=0 0.0389824 -0.0392392 0.111199 -0.0309592 -0.319179 -0.220279 -0.0937296
internal_count=236 201 175 124 104 51 84 62
shrinkage=0.1


Tree=64
num_leaves=9
num_cat=0
split_feature=2 4 4 1 0 1 2 4
split_gain=0.41449 0.523074 0.285106 0.688164 0.275253 0.630184 0.725292 0.573216
threshold=310.9500000000001 0.45472382795746885 0.15800000000000003 5.8843785703050138 7.5000000000000009 16.253234129970512 219.00000000000003 0.26871586815093884
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.0483956945996524 -0.10532570955674586 0.02934593288023267 0.10447673537178109 0.054692591124686434 -0.035053493489827052 -0.072713467836705625 0.028350544702028246 -0.010765073531267495
leaf_count=21 20 32 24 21 34 29 22 33
internal_value=0 0.0186031 -0.0656334 -0.0262205 -0.0668793 -0.179614 -0.0508749 0.0934834
internal_count=236 216 184 163 139 85 56 54
shrinkage=0.1


Tree=65
num_leaves=9
num_cat=0
split_feature=1 3 3 2 1 1 4 4
split_gain=0.437713 0.52959 0.986304 1.37301 0.663323 1.12735 0.61656 0.30618
threshold=26.702906535233705 0.70859131692344268 0.92383569004219235 208.50000000000003 15.680000000000001 6.6805665404183392 0.27459279614177784 0.34211204015068014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 -7
right_child=-2 2 4 6 -6 7 -8 -9
leaf_value=-0.038315274228600919 0.050686783634221445 0.12066512699162434 -0.069831844872634705 -0.028462543521132179 -0.057063333472416683 -0.0042466618338783705 0.039821293398260404 0.040831731486347625
leaf_count=27 24 25 33 28 26 30 22 21
internal_value=0 -0.0367022 0.0355817 0.333088 -0.153895 -0.0049864 0.102212 0.201484
internal_count=236 212 185 75 110 84 50 51
shrinkage=0.1


Tree=66
num_leaves=9
num_cat=0
split_feature=2 1 2 1 2 1 2 2
split_gain=0.424475 0.731791 0.634721 1.12887 0.897975 0.519143 0.751024 0.478111
threshold=282.24118909121501 18.759630309413264 220.35000000000002 11.100093836411352 190.70067843112631 6.6805665404183392 172.92091887412423 250.96750123931596
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=-0.032554557154561355 -0.051097491440185931 0.049899721454875999 -0.046268620597662395 0.07020213583524508 -0.063466258098386116 0.077904576710397966 -0.0011651167223739798 0.014578355954061645
leaf_count=28 35 26 31 25 25 21 25 20
internal_value=0 0.0382666 -0.0370548 0.100822 -0.0590164 0.109078 0.275375 -0.291052
internal_count=236 201 175 124 99 74 46 51
shrinkage=0.1


Tree=67
num_leaves=10
num_cat=0
split_feature=1 1 3 0 1 4 1 2 4
split_gain=0.373324 0.455132 0.570463 1.20759 0.936586 0.743326 0.486166 0.795793 0.334998
threshold=26.702906535233705 20.487001962756938 0.70859131692344268 7.6500000000000012 10.642757660851688 0.25244454211345563 6.6805665404183392 221.50000000000003 0.30950000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 8 -8
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.034225187756745705 0.047236447791509956 -0.050004234217487155 -0.057957162877878159 0.1235162122048068 -0.022481879743903269 0.060310907659140225 0.055750591601159583 -0.047004034482257095 0.002791493234606274
leaf_count=27 24 21 33 21 22 20 24 23 21
internal_value=0 -0.0336946 0.0131731 0.0979965 0.464189 0.249768 -0.117876 -0.00830996 0.21358
internal_count=236 212 191 164 63 42 101 68 45
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=4 1 4 3 1 1 4
split_gain=0.424376 0.70974 0.443421 0.658202 0.288939 0.550078 0.255632
threshold=0.34130715792973049 7.7513849430639432 0.38103907532603759 0.92383569004219235 11.691791721540499 15.805442306849995 0.25737457457130608
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 -7
right_child=2 4 3 -5 5 6 -8
leaf_value=0.04076161542575707 0.053445114734986657 -0.05185136862278629 0.030033164593988051 -0.022405773580864832 0.016450697227196161 0.012358024861964335 -0.063352689520293382
leaf_count=39 22 26 37 34 29 24 25
internal_value=0 -0.145043 0.131883 0.0385005 -0.268238 -0.132802 -0.467308
internal_count=236 143 93 71 104 78 49
shrinkage=0.1


Tree=69
num_leaves=9
num_cat=0
split_feature=2 1 1 3 4 1 2 0
split_gain=0.412549 0.708297 0.568075 0.570093 0.549233 0.409263 0.449419 0.241926
threshold=282.24118909121501 18.759630309413264 15.680000000000001 1.3815000000000002 0.44133661213954739 12.471586406343588 172.92091887412423 7.8500000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.0095352084432486252 -0.050255321524864109 0.049709823082117008 -0.038713702242462983 0.1071080101394517 0.038504862173019128 0.030410898060557235 -0.058768074045231815 -0.015107416900912272
leaf_count=38 35 26 30 20 21 20 23 23
internal_value=0 0.0387703 -0.0361506 0.0551415 0.0152573 -0.0944528 -0.192805 -0.379052
internal_count=236 201 175 145 125 104 84 46
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=2 4 1 1 4 4 4
split_gain=0.377785 0.427791 0.570199 0.472093 0.566008 0.22477 0.352044
threshold=310.9500000000001 0.34130715792973049 7.7513849430639432 17.780704535322055 0.41255656917423816 0.22050000000000003 0.27893714211496906
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 -7
right_child=-2 3 5 -5 -6 6 -8
leaf_value=0.037214025048789671 -0.10496824677376837 0.036447522892071517 -0.047064950481305205 0.051839910806787161 -0.016278048661545207 0.011247345768151193 -0.038755942736928076
leaf_count=39 20 32 37 20 34 30 24
internal_value=0 0.0181501 -0.129141 0.152422 0.0384221 -0.239414 -0.12445
internal_count=236 216 130 86 66 91 54
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=2 4 4 4 1 1 1
split_gain=0.361269 0.61806 0.291796 0.610291 0.447084 0.211025 0.479863
threshold=282.24118909121501 0.48885198048274586 0.40615401028963055 0.34130715792973049 7.7513849430639432 11.691791721540499 15.883828126993802
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.033795757448102752 -0.047926984100109614 0.040860544778721336 -0.032653985962380221 0.037517714801101221 -0.041814423462488093 0.013486447557014211 -0.049323661720609605
leaf_count=39 35 24 20 36 26 31 25
internal_value=0 0.0360228 -0.0453748 0.0166743 -0.107567 -0.206187 -0.0866854
internal_count=236 201 177 157 121 82 56
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=4 1 3 4 1 0 1
split_gain=0.366718 0.664219 0.396656 0.542289 0.414162 0.911835 0.53066
threshold=0.15800000000000003 5.8843785703050138 0.70859131692344268 0.23261927925053702 8.2237000026568836 7.5000000000000009 16.020000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7
right_child=1 2 3 4 5 6 -8
leaf_value=-0.050255352211336861 0.10547120058343779 -0.029316818527188516 0.04768514251843313 -0.035989570479009574 0.043703219092952043 0.011540499361857897 -0.046275476638963454
leaf_count=21 25 26 39 23 39 29 34
internal_value=0 0.0350572 0.0030371 0.0709282 -0.0123253 0.0771628 -0.162117
internal_count=236 215 190 164 125 102 63
shrinkage=0.1


Tree=73
num_leaves=9
num_cat=0
split_feature=1 2 1 0 4 1 2 4
split_gain=0.369145 0.460043 0.997173 0.518353 1.20243 0.707179 0.323162 0.247031
threshold=26.702906535233705 190.70067843112631 8.5631954230303027 7.5000000000000009 0.34211204015068014 15.148943281992652 159.57907939124078 0.28786934891291921
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -7
right_child=-2 3 -4 5 -6 7 -8 -9
leaf_value=-0.044341980182167645 0.048260544805333795 -0.038579635462904271 0.079279166996390996 -0.057424685032163129 0.074301973733119184 0.045682262672518868 0.010124393023432252 -0.012391687579870527
leaf_count=23 24 26 24 35 20 21 33 30
internal_value=0 -0.0340945 0.166887 -0.148352 0.162503 -0.278906 -0.0525244 -0.0127022
internal_count=236 212 80 132 46 86 56 51
shrinkage=0.1


Tree=74
num_leaves=9
num_cat=0
split_feature=2 4 3 4 2 2 2 1
split_gain=0.328393 0.410435 0.238409 0.369139 0.348014 0.456023 0.598967 0.115043
threshold=310.9500000000001 0.45472382795746885 1.3815000000000002 0.15800000000000003 251.03479344628801 219.00000000000003 174.01036406707752 10.195389051752898
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.06283962594330654 -0.10428357223918139 0.026545504352033678 0.047280600043228017 0.023715983667938572 -0.041921695443101467 0.026324719999321018 -0.018677953747513212 -0.050629992521789839
leaf_count=20 20 32 22 36 33 32 20 21
internal_value=0 0.01643 -0.0618571 -0.0896958 -0.0446874 0.0214445 -0.136478 -0.358386
internal_count=236 216 184 162 142 109 77 41
shrinkage=0.1


Tree=75
num_leaves=9
num_cat=0
split_feature=1 1 3 4 0 3 4 2
split_gain=0.3316 0.420144 0.634856 0.39712 0.346696 0.330675 0.540223 0.389463
threshold=26.702906535233705 15.680000000000001 1.3815000000000002 0.44133661213954739 7.8500000000000005 0.92383569004219235 0.25244454211345563 172.92091887412423
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 -1 -7
right_child=-2 4 -4 -5 -6 7 -8 -9
leaf_value=-0.012904586740924723 0.045985064620926559 -0.052867889265584306 0.1098043198902305 0.034002119986642612 -0.0044384463541348581 0.0045752511045232154 0.057589842344143383 -0.049797757741543346
leaf_count=28 24 26 21 21 39 30 22 25
internal_value=0 -0.0327296 0.0643391 0.0193751 -0.252548 -0.0752428 0.11476 -0.247437
internal_count=236 212 147 126 65 105 50 55
shrinkage=0.1


Tree=76
num_leaves=9
num_cat=0
split_feature=2 1 3 0 2 2 1 4
split_gain=0.35942 0.584723 0.610999 1.30584 0.960637 0.593373 0.988895 0.250156
threshold=282.24118909121501 18.759630309413264 0.70859131692344268 7.6500000000000012 227.55397529843091 216.16209275036636 6.6805665404183392 0.30311680035051786
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.041704918710787645 -0.048774705065961238 0.046749248305379819 -0.069348981060019313 0.084767145936301691 -0.0027567535255405029 -0.06401300318407814 0.052792001143265023 0.0041594448924385501
leaf_count=24 35 26 32 36 21 20 22 20
internal_value=0 0.0364572 -0.0326964 0.0613428 0.461986 -0.178643 -0.0272626 0.204817
internal_count=236 201 175 151 57 94 74 42
shrinkage=0.1


Tree=77
num_leaves=9
num_cat=0
split_feature=2 4 1 2 2 0 1 4
split_gain=0.297196 0.526545 0.312358 0.599002 0.401328 0.479156 0.474614 0.433401
threshold=282.24118909121501 0.48885198048274586 7.7513849430639432 159.57907939124078 181.79393425611747 7.5000000000000009 16.253234129970512 0.27459279614177784
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=-0.039659345030527211 -0.044753398836798602 0.038421119335957238 -0.04569621904220033 0.053951178149278273 0.026374620210506572 -0.035679819162736014 -0.070004861129178392 0.023227903845902998
leaf_count=20 35 24 23 33 32 23 25 21
internal_value=0 0.0333506 -0.0437303 0.239131 -0.112909 -0.0219624 -0.187285 -0.0432444
internal_count=236 201 177 53 124 101 69 44
shrinkage=0.1


Tree=78
num_leaves=9
num_cat=0
split_feature=1 2 1 0 4 1 1 1
split_gain=0.312016 0.404564 0.840656 0.426459 1.03463 0.694174 0.286132 0.211778
threshold=26.702906535233705 190.70067843112631 8.5631954230303027 7.5000000000000009 0.34211204015068014 15.148943281992652 5.8843785703050138 17.780704535322055
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -7
right_child=-2 3 -4 5 -6 7 -8 -9
leaf_value=0.044612592613217372 0.045451679167820079 -0.036455057408027368 0.076117950702545734 -0.056279028475794912 0.070588748650191255 0.015811377664681988 -0.01511027481895195 -0.029792861670754026
leaf_count=20 24 26 24 35 20 25 36 26
internal_value=0 -0.0317918 0.159591 -0.141456 0.146706 -0.262224 -0.0394158 0.00523167
internal_count=236 212 80 132 46 86 56 51
shrinkage=0.1


Tree=79
num_leaves=9
num_cat=0
split_feature=2 3 3 1 4 1 2 1
split_gain=0.294086 0.314479 0.67924 0.970974 0.582029 0.53955 0.535476 0.475447
threshold=310.9500000000001 0.70859131692344268 0.92383569004219235 10.642757660851688 0.27459279614177784 6.6805665404183392 202.29560090210427 16.596389473623947
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7 -8
right_child=-2 2 5 4 -6 6 7 -9
leaf_value=-0.02531847928049491 -0.1038688269559829 0.11984326539088835 -0.060095132039637449 -0.026858836107541195 0.040586861390437885 0.029706776171836258 -0.052535431743293538 0.011295249880334228
leaf_count=28 20 21 33 30 27 34 22 21
internal_value=0 0.0153846 0.0732273 0.324473 0.154521 -0.0890838 0.0150842 -0.210768
internal_count=236 216 188 78 57 110 77 43
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=2 1 1 3 4 1 2
split_gain=0.282397 0.46634 0.50378 0.431118 0.416011 0.389741 0.508344
threshold=282.24118909121501 18.759630309413264 15.680000000000001 1.3815000000000002 0.18050000000000002 11.100093836411352 172.92091887412423
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.040734201851502359 -0.043964547397470098 0.04246794096440476 -0.037009192275083119 0.10645655719792746 0.031010687160263936 0.039756635417412672 -0.022547193307124163
leaf_count=24 35 26 30 20 38 27 36
internal_value=0 0.0331305 -0.0295015 0.0607242 0.0275873 0.103825 -0.0204661
internal_count=236 201 175 145 125 101 74
shrinkage=0.1


Tree=81
num_leaves=9
num_cat=0
split_feature=1 1 3 4 1 1 1 0
split_gain=0.276286 0.365288 0.562706 0.334952 0.324782 0.447179 0.393012 0.321882
threshold=26.702906535233705 15.680000000000001 1.3815000000000002 0.18050000000000002 8.5631954230303027 10.195389051752898 7.3672804250042132 7.8500000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -3
right_child=-2 7 -4 4 5 -7 -8 -9
leaf_value=-0.037271770706185474 0.043423542088150052 -0.051254933674113837 0.10925296072851183 0.026062852128871623 0.070847280923816522 0.008240587198660854 -0.033273441388104681 -0.0036053172270179902
leaf_count=24 24 26 21 24 20 37 21 39
internal_value=0 -0.0299332 0.063028 0.0210623 0.0890329 0.244716 -0.106445 -0.238671
internal_count=236 212 147 126 102 57 45 65
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=2 4 4 4 1 1 1
split_gain=0.276033 0.445508 0.266894 0.461577 0.443548 0.202478 0.509594
threshold=282.24118909121501 0.48885198048274586 0.40615401028963055 0.34130715792973049 7.7513849430639432 11.892408927675403 15.805442306849995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.038944211610420248 -0.043687546894388384 0.036078663564875955 -0.031474718010000888 0.035373505935361517 -0.039048398700870977 0.02726074804771841 -0.038865673646027832
leaf_count=39 35 24 20 36 28 26 28
internal_value=0 0.0331518 -0.039539 0.0238063 -0.0886095 -0.188566 -0.0579473
internal_count=236 201 177 157 121 82 54
shrinkage=0.1


Tree=83
num_leaves=9
num_cat=0
split_feature=3 3 1 1 2 1 2 4
split_gain=0.287324 0.518356 0.983097 0.559243 0.49134 0.663114 0.471317 0.85321
threshold=0.70859131692344268 0.92383569004219235 10.642757660851688 6.6805665404183392 202.29560090210427 17.780704535322055 278.04975456335939 0.27459279614177784
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -4
right_child=1 3 6 4 5 -7 -8 -9
leaf_value=-0.02564035069960989 0.11928762059992777 -0.062219476027267941 -0.024636758703782315 0.029359108397487385 -0.05318329464368278 0.023590199577238045 -0.04923556936098511 0.06333295798385935
leaf_count=28 21 33 25 34 25 25 25 20
internal_value=0 0.057545 0.275991 -0.0873796 0.0188536 -0.198925 0.111801 0.252655
internal_count=236 208 91 117 84 50 70 45
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=1 1 3 4 1 2 0
split_gain=0.284274 0.322113 0.533311 0.330947 0.286446 0.464685 0.214586
threshold=26.702906535233705 15.680000000000001 1.3815000000000002 0.18050000000000002 11.100093836411352 172.92091887412423 7.8500000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3
right_child=-2 6 -4 4 -6 -7 -8
leaf_value=-0.038380345061210658 0.044500857609636207 -0.045411415979189629 0.10905053849440804 0.029616700336409747 0.033615687137338507 -0.022249992816552877 -0.0061341500953609228
leaf_count=24 24 26 21 38 28 36 39
internal_value=0 -0.0306304 0.0578593 0.0172495 0.0846883 -0.0240574 -0.228372
internal_count=236 212 147 126 102 74 65
shrinkage=0.1


Tree=85
num_leaves=10
num_cat=0
split_feature=2 4 1 2 2 4 2 3 4
split_gain=0.254276 0.279015 0.222807 0.479973 0.334946 0.5229 0.303208 0.398466 0.366631
threshold=310.9500000000001 0.48885198048274586 7.7513849430639432 159.57907939124078 181.79393425611747 0.18050000000000002 237.32734820814107 0.89250000000000018 0.33579895497821893
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7 -8
right_child=-2 -3 4 -5 5 6 8 -9 -10
leaf_value=-0.037341500689890741 -0.10333867715949337 0.024749068223712603 -0.042456817956227015 0.04890537285137167 -0.079337848345746809 0.053128405738677942 -0.041105088994565935 -0.0066855709338706258 0.015511028420735838
leaf_count=20 20 27 23 33 21 20 32 20 20
internal_value=0 0.0142988 -0.0473649 0.201958 -0.105599 -0.0211876 0.0476515 0.233361 -0.133122
internal_count=236 216 189 53 136 113 92 40 52
shrinkage=0.1


Tree=86
num_leaves=9
num_cat=0
split_feature=3 3 1 1 1 2 1 4
split_gain=0.262483 0.406134 0.908047 0.515921 0.440677 0.420691 0.61468 0.399724
threshold=0.70859131692344268 0.92383569004219235 10.642757660851688 6.6805665404183392 21.246869915980582 202.29560090210427 17.780704535322055 0.25244454211345563
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -5 -7 -4
right_child=1 3 4 5 -6 6 -8 -9
leaf_value=-0.024528260122407539 0.11793204569276812 -0.058767413267603576 -0.01264469953793107 0.028711908502203065 -0.040897173941783632 -0.049589015820641132 0.02483199894051015 0.051499510653144599
leaf_count=28 21 33 22 34 26 25 25 22
internal_value=0 0.0561022 0.254613 -0.071963 0.0978647 0.0310572 -0.171926 0.260178
internal_count=236 208 91 117 70 84 50 44
shrinkage=0.1


Tree=87
num_leaves=9
num_cat=0
split_feature=1 2 1 0 4 1 1 4
split_gain=0.25012 0.299089 0.671317 0.521211 0.811606 0.542678 0.294837 0.246367
threshold=26.702906535233705 190.70067843112631 8.5631954230303027 7.5000000000000009 0.34211204015068014 15.148943281992652 5.8843785703050138 0.3139703921541242
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -7
right_child=-2 3 -4 5 -6 7 -8 -9
leaf_value=0.048153774086842217 0.04215204578740113 -0.026750868495354893 0.07156854492726071 -0.054484480821084813 0.070972886392923248 0.036031457510291791 -0.014921905348966195 -0.017243437140189315
leaf_count=20 24 26 24 35 20 28 36 23
internal_value=0 -0.029008 0.140626 -0.126668 0.201328 -0.26536 -0.0363507 -0.0242314
internal_count=236 212 80 132 46 86 56 51
shrinkage=0.1


Tree=88
num_leaves=10
num_cat=0
split_feature=2 4 4 1 3 2 4 0 1
split_gain=0.231571 0.263927 0.201329 0.354556 0.457898 0.388729 0.213605 0.294697 0.191614
threshold=310.9500000000001 0.48885198048274586 0.40615401028963055 16.020000000000003 1.3815000000000002 219.00000000000003 0.20126833641951977 7.5000000000000009 19.53431186408746
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -5
right_child=-2 -3 -4 8 -6 -7 7 -9 -10
leaf_value=-0.043029553382516746 -0.10302592708223579 0.024202922459210893 -0.02893323939068489 -0.060409859721980957 0.1085185775511395 0.033708259797223909 0.019294924544374453 -0.037875118757985632 -0.008606221177115396
leaf_count=20 20 27 20 20 21 27 34 23 24
internal_value=0 0.01348 -0.047288 0.00812033 0.104967 0.0543681 -0.102254 0.0130079 -0.291581
internal_count=236 216 189 169 125 104 77 57 44
shrinkage=0.1


Tree=89
num_leaves=9
num_cat=0
split_feature=2 1 2 1 2 1 2 2
split_gain=0.236309 0.409605 0.450912 0.943861 0.605492 0.399924 0.633035 0.368725
threshold=282.24118909121501 18.759630309413264 220.35000000000002 11.100093836411352 190.70067843112631 6.6805665404183392 172.92091887412423 245.69414040984128
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=-0.03137606026435992 -0.041548252176439537 0.040890554480132103 -0.052228041746657621 0.072049704637648468 -0.057496244678127778 0.075736379145095289 -0.0030352923924932009 -0.00018682839040326597
leaf_count=28 35 26 23 25 25 21 25 28
internal_value=0 0.0313671 -0.0295197 0.0976358 -0.0554589 0.0912341 0.250613 -0.260626
internal_count=236 201 175 124 99 74 46 51
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=1 1 3 3 2 4 2
split_gain=0.230037 0.259826 0.268705 0.449365 0.750643 0.493393 0.33073
threshold=5.8843785703050138 26.702906535233705 0.70859131692344268 0.92383569004219235 237.32734820814107 0.26871586815093884 235.91373292923029
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7
right_child=1 -3 3 5 -6 6 -8
leaf_value=0.046175084571524361 -0.031675457079512484 0.040885421651383411 0.05970356337858336 0.028478829257432888 -0.015894364307259542 -0.01246320151696808 -0.062324043658464605
leaf_count=32 26 24 37 34 34 29 20
internal_value=0 -0.0246613 -0.0581563 0.00440067 0.232067 -0.143175 -0.285249
internal_count=236 204 180 154 71 83 49
shrinkage=0.1


Tree=91
num_leaves=9
num_cat=0
split_feature=4 2 2 2 1 2 1 4
split_gain=0.235068 0.354504 0.195603 0.453538 0.444557 0.337541 0.665242 0.202111
threshold=0.48885198048274586 288.15000000000003 211.82417395979544 237.32734820814107 19.064190505952052 172.92091887412423 6.4970054286582508 0.26871586815093884
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=-0.037160284563050365 0.02155015719374365 -0.10886956445355084 0.042974467592907531 -0.03590161554453037 0.030013597972811969 -0.059233619033124553 0.05681484753816804 -0.015701289612091229
leaf_count=21 30 24 25 33 22 24 22 35
internal_value=0 -0.0566293 -0.0334408 0.0898229 -0.105914 -0.142975 0.117476 -0.311923
internal_count=236 206 182 80 55 102 43 59
shrinkage=0.1


Tree=92
num_leaves=9
num_cat=0
split_feature=1 1 4 2 0 2 2 1
split_gain=0.21968 0.246134 0.632935 0.998359 0.50107 0.371192 0.277684 0.214815
threshold=5.8843785703050138 7.7957361294908951 0.22314387645611847 190.70067843112631 7.5000000000000009 245.69414040984128 282.24118909121501 14.623200811259654
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 -3
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.045317322535787907 -0.028864829130919947 -0.032169879308228844 0.068784438177307825 0.029519485798248802 -0.046282745737057804 0.01612188992300442 -0.045374739664565664 -0.11486753046110321
leaf_count=32 28 21 30 34 23 26 21 21
internal_value=0 -0.0244194 0.0281138 0.115665 -0.0234306 -0.179271 0.0139021 -0.460646
internal_count=236 204 176 134 104 70 47 42
shrinkage=0.1


Tree=93
num_leaves=9
num_cat=0
split_feature=4 1 3 4 1 2 3 2
split_gain=0.199338 0.549428 0.22745 0.537154 0.335784 0.582879 0.303649 0.303845
threshold=0.15800000000000003 5.8843785703050138 0.70859131692344268 0.23261927925053702 8.2237000026568836 202.29560090210427 1.2134139131931276 278.04975456335939
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.043623648662523343 0.10538604896415493 -0.024023677703322768 0.050406964264516567 -0.035327179582520296 0.066502158042667639 0.017387964466620179 -0.038484041559084498 -0.043762075862285116
leaf_count=21 25 26 39 23 22 39 21 20
internal_value=0 0.0259321 -0.00442365 0.0519728 -0.0341121 0.05663 -0.0494965 0.0683021
internal_count=236 215 190 164 125 102 80 59
shrinkage=0.1


Tree=94
num_leaves=9
num_cat=0
split_feature=1 1 3 3 2 1 2 4
split_gain=0.237255 0.277372 0.295542 0.711424 0.698036 0.372364 0.635727 0.441955
threshold=26.702906535233705 20.487001962756938 0.70859131692344268 0.92383569004219235 227.55397529843091 6.2215192532955728 172.92091887412423 0.34211204015068014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=-0.025739052346244646 0.042409548115872435 -0.041900079863153555 0.078728438055867114 -0.07014816901320374 2.6049459201908497e-05 0.055173536484046729 -0.0585434791334156 0.0020620539039489347
leaf_count=27 24 21 36 28 27 20 22 31
internal_value=0 -0.0288635 0.0123931 0.0826855 0.399304 -0.0990577 -0.0203641 -0.180317
internal_count=236 212 191 164 63 101 73 53
shrinkage=0.1


Tree=95
num_leaves=9
num_cat=0
split_feature=4 2 1 2 0 1 2 4
split_gain=0.234548 0.311081 0.207812 0.426443 0.528203 0.408677 0.381455 0.290111
threshold=0.48885198048274586 288.15000000000003 7.7513849430639432 181.79393425611747 7.5000000000000009 16.253234129970512 159.57907939124078 0.27459279614177784
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 7 -1 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.030348888433547452 0.021668478106228239 -0.10840929067568686 -0.047035397862157963 0.031246412036530669 -0.032680574385936127 -0.06864230989015882 0.048010622015046064 0.019785013683381536
leaf_count=20 30 24 23 33 23 29 33 21
internal_value=0 -0.0577938 -0.0367304 -0.0964822 0.00400329 -0.1874 0.209915 -0.0390594
internal_count=236 206 182 129 106 73 53 44
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=1 4 2 2 4 2 0
split_gain=0.192318 0.219616 0.238638 0.254291 0.368712 0.677273 0.176738
threshold=5.8843785703050138 0.45472382795746885 288.15000000000003 211.82417395979544 0.33579895497821893 247.38625290222674 7.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.043872408970906267 -0.0051660494858237907 0.016466978137003575 -0.10814955661421631 0.013834193076088328 0.035504071531991567 -0.077608711311319495 -0.03969977834844076
leaf_count=32 36 35 23 24 25 28 33
internal_value=0 -0.0227322 -0.0905298 -0.0715579 0.0646543 -0.129936 -0.221451
internal_count=236 204 169 146 77 52 69
shrinkage=0.1


Tree=97
num_leaves=9
num_cat=0
split_feature=4 1 3 3 4 4 4 4
split_gain=0.195764 0.508227 0.202316 0.749818 0.628868 0.34381 0.210882 0.20152
threshold=0.15800000000000003 5.8843785703050138 1.0006868987855939 0.89250000000000018 0.27459279614177784 0.26871586815093884 0.34211204015068014 0.38601996669341831
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -6 -7
right_child=1 2 5 -5 6 7 -8 -9
leaf_value=-0.043885305181151607 0.10511866558887061 -0.037226410110407497 0.056359075301313621 -0.062513004549399495 0.053396011155605196 -0.018095559082537901 0.010870113282986277 0.023533517289811869
leaf_count=21 25 39 26 21 23 21 39 21
internal_value=0 0.0256767 -0.00316455 -0.0871624 0.0448404 0.140949 0.222667 0.00876906
internal_count=236 215 190 122 101 68 62 42
shrinkage=0.1


Tree=98
num_leaves=10
num_cat=0
split_feature=1 1 3 1 1 1 0 1 2
split_gain=0.185402 0.292299 0.454498 0.307541 0.41903 0.5168 0.348937 0.256256 0.743734
threshold=26.702906535233705 15.680000000000001 1.3815000000000002 13.028574533333849 10.195389051752898 8.5631954230303027 7.6500000000000012 17.342459846025225 264.50188372558517
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3 -9
right_child=-2 7 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.022510067207735459 0.0380053023510208 -0.046778928082814863 0.10911583985292661 0.039446058394746873 -0.039665073102306651 0.06539676652819558 0.032294111382087175 0.027527004425363041 -0.087651644608267479
leaf_count=38 24 21 21 21 26 21 20 21 23
internal_value=0 -0.026066 0.0632318 0.0247886 -0.0502495 0.0810072 -0.0539484 -0.221369 -0.0236197
internal_count=236 212 147 126 105 79 58 65 44
shrinkage=0.1


Tree=99
num_leaves=9
num_cat=0
split_feature=2 4 2 4 0 1 2 4
split_gain=0.191876 0.181756 0.756167 0.288752 0.367721 0.219003 0.173546 0.146984
threshold=310.9500000000001 0.24591121125448404 227.55397529843091 0.27893714211496906 7.6500000000000012 15.680000000000001 180.30942727157864 0.38103907532603759
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -3 7 -6 -1 -5
right_child=-2 3 -4 4 5 -7 -8 -9
leaf_value=-0.018184947809605029 -0.10281438251837982 0.050428635322738807 -0.11449333906392614 0.0049021720981868647 0.042738566446565984 0.0028712836997556251 0.02493503064144225 -0.026666458623664742
leaf_count=33 20 20 23 30 30 24 23 33
internal_value=0 0.0116671 -0.163207 0.0705585 0.020133 0.206882 0.0100313 -0.14635
internal_count=236 216 79 137 117 54 56 63
shrinkage=0.1


end of trees

feature importances:
IP2=245
IP3=215
IP5=193
IP4=83
IP1=62

parameters:
[boosting: gbdt]
[objective: binary]
[metric: none,binary]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_seed: 30056]
[early_stopping_round: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 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: ]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[verbosity: -1]
[max_bin: 255]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[histogram_pool_size: -1]
[data_random_seed: 175]
[output_model: LightGBM_model.txt]
[snapshot_freq: -1]
[input_model: ]
[output_result: LightGBM_predict_result.txt]
[initscore_filename: ]
[valid_data_initscores: ]
[pre_partition: 0]
[enable_bundle: 1]
[max_conflict_rate: 0]
[is_enable_sparse: 1]
[sparse_threshold: 0.8]
[use_missing: 1]
[zero_as_missing: 0]
[two_round: 0]
[save_binary: 0]
[enable_load_from_binary_file: 1]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[predict_raw_score: 0]
[predict_leaf_index: 0]
[predict_contrib: 0]
[num_iteration_predict: -1]
[pred_early_stop: 0]
[pred_early_stop_freq: 10]
[pred_early_stop_margin: 10]
[convert_model_language: ]
[convert_model: gbdt_prediction.cpp]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[max_position: 20]
[label_gain: ]
[metric_freq: 1]
[is_provide_training_metric: 0]
[eval_at: ]
[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]

end of parameters

pandas_categorical:[]