tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=9 objective=binary sigmoid:1 feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score distance_m surface_turf feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [1000:4260] none tree_sizes=3316 3399 3400 3398 3390 3407 3404 3401 3419 3407 3400 3413 3407 3403 3416 3409 3399 3418 3428 3411 3421 3396 3402 3429 3414 3434 3404 3426 3415 3427 3405 3427 3419 3430 3439 3424 3436 3427 3442 3418 3431 3439 3423 3437 3439 3442 3430 3444 3438 3405 3440 3450 3439 3408 3418 3424 3440 3421 3408 3444 3419 3443 Tree=0 num_leaves=31 num_cat=0 split_feature=3 3 0 4 1 1 2 3 0 8 0 3 2 1 3 3 1 0 8 3 4 0 3 0 2 3 8 1 0 3 split_gain=384.661 58.7418 24.0582 24.8692 19.3406 13.4604 15.7389 10.7853 8.73318 6.84656 5.99647 5.8441 4.81788 4.75418 4.57049 4.21242 4.05544 6.81039 3.66889 2.92988 2.6996 2.67294 2.5983 2.37319 2.27117 2.2145 2.05811 2.03933 3.22344 2.35806 threshold=6.354166666666667 3.4722222222222228 1.0000000180025095e-35 4.5000000000000009 0.43650793650793657 0.11805555555555557 0.31666666666666671 2.5277777777777781 3.5000000000000004 2250.0000000000005 1.5000000000000002 9.6333333333333346 0.58571428571428574 0.47222222222222227 4.8166666666666673 8.7638888888888911 0.18333333333333338 1.5000000000000002 2625.0000000000005 5.6125000000000007 1.5000000000000002 6.5000000000000009 4.7638888888888902 2.5000000000000004 0.29285714285714287 3.5277777777777781 1250.0000000000002 0.21111111111111114 1.5000000000000002 2.4722222222222228 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 8 7 6 14 27 9 20 -6 23 24 19 22 -10 17 -9 -19 26 -4 -18 -3 -5 -7 -26 -14 28 -1 -30 right_child=2 5 3 11 10 12 -8 16 15 -11 -12 -13 13 -15 -16 -17 21 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-1.1875984998490345 -1.2956447143723733 -1.24876514452679 -1.3104935152280188 -1.3119020506630388 -1.2766821792906482 -1.3049795546543488 -1.2354987497703922 -1.2369434509951633 -1.3017623595542382 -1.1941076504006711 -1.2312270316675151 -1.3308316948974683 -1.2232122820283917 -1.1743089830594085 -1.2698615101976398 -1.3312466036797068 -1.2280145949853853 -1.1931150038131604 -1.0935793704754244 -1.3385932108069616 -1.2767581100614147 -1.2829496190188439 -1.1658125284221783 -1.3254218717899702 -1.3160138160986712 -1.2758378274786262 -1.2666015005459783 -1.1986874700078112 -1.1270395027262725 -1.1789062860327284 leaf_weight=12.022799202109317 194.72968628759889 23.961686562043273 7.4215663654395021 87.270738586860546 12.208064502371643 9.8130150248666421 83.862321861686951 11.285787474145765 68.444790395755263 2.2718222662806502 17.885008191518466 165.84362421559808 3.6490381241637833 1.7237499661277969 84.292278098809334 14.71931445096561 15.706561143162164 18.527969010260225 0.97449316643178363 1.1506335105514143 29.510284768468409 2.5776568849287278 0.98270936767221329 51.680160501194223 3.6957919092037619 47.676499121821706 10.887451785478332 9.3291979384334791 5.3886041676455516 3.6933411758000148 leaf_count=300 5253 552 129 1792 297 199 1838 290 1414 37 380 3099 89 26 1818 256 269 423 14 23 552 134 19 876 72 1049 282 184 106 87 internal_value=-1.28597 -1.24643 -1.31021 -1.31685 -1.21553 -1.25889 -1.25179 -1.2026 -1.29781 -1.27835 -1.24967 -1.32449 -1.27633 -1.25313 -1.2643 -1.30698 -1.21711 -1.20603 -1.18814 -1.26179 -1.28354 -1.23576 -1.2455 -1.31693 -1.28294 -1.27873 -1.25571 -1.17922 -1.17062 -1.14813 internal_weight=1003.19 381.295 621.892 427.162 109.599 271.695 193.099 79.5064 122.368 39.2037 30.0931 304.795 78.5962 17.4109 109.237 83.1641 49.0725 30.7882 19.5025 15.6871 36.9319 18.2842 24.9444 138.951 61.1853 51.3723 14.5365 30.4339 21.1047 9.08195 internal_count=21859 8451 13408 8155 2484 5967 4227 1807 2388 718 677 5767 1740 420 2389 1670 1130 727 437 394 681 403 571 2668 1320 1121 371 677 493 193 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 3 0 4 1 1 2 3 0 3 8 3 0 2 3 1 3 4 1 0 8 0 1 3 2 3 3 2 3 3 split_gain=344.007 48.9705 22.5689 23.5378 15.8042 11.7752 13.9428 8.22886 7.99543 6.29504 5.97035 5.64394 5.10677 4.54243 4.36219 5.43009 3.9919 3.86905 2.98894 5.41529 2.65666 2.26767 2.22945 2.04753 2.87876 2.37375 2.12203 2.02599 2.12826 2.0135 threshold=6.354166666666667 3.4142857142857146 1.0000000180025095e-35 4.5000000000000009 0.43650793650793657 0.11805555555555557 0.35416666666666669 2.5277777777777781 3.5000000000000004 4.8166666666666673 1950.0000000000002 9.6333333333333346 1.5000000000000002 0.58571428571428574 5.6125000000000007 0.47222222222222227 8.7638888888888911 3.5000000000000004 0.18333333333333338 1.5000000000000002 2625.0000000000005 2.5000000000000004 0.31666666666666671 5.3166666666666673 0.5277777777777779 5.1055555555555561 5.5277777777777786 0.29285714285714287 3.5277777777777781 5.7071428571428582 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 8 7 6 9 -1 10 -3 22 21 -6 27 15 -15 -10 -12 19 -9 -21 -5 -4 25 26 -8 -25 -7 -29 -28 right_child=2 5 3 11 12 13 23 18 16 -11 17 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=0.095484974764148911 -0.0092459692538183029 0.040857822982093561 0.0076666548516441564 -0.025015835298137491 0.008773108674718505 -0.018264039017559925 0.048933115927168064 0.045281268973190472 -0.015144853521108793 0.016150625178259981 0.1229155885918945 -0.043763611121358487 0.050398583112883755 0.029160457328315237 -0.054190384778666334 0.12683887854545101 -0.044179277466058577 0.011242020444776197 0.047250601622077393 0.083855589184389887 0.16448121961439044 -0.038362681335194757 -0.023318527340053873 0.082691166903834934 0.13091761030710239 0.002456298772977001 -0.010815322866152395 -0.028074025767809815 0.0095662584597250092 0.054947161179034192 leaf_weight=32.268027651376229 193.66113454525197 35.017929582494645 28.97065410123696 85.987190232747309 12.272314688534438 9.7072175653541688 46.608184208520015 11.599076106951545 67.831750250770256 97.730927678456055 1.7461390845710403 161.62384055383154 18.439272801689782 14.900013885580625 1.3756948675727461 1.5730295326793555 14.341327425412599 1.3954467047005892 18.639153457694192 19.0102163984584 1.0797454863786686 50.523761488053424 7.2602122879252411 5.6842830588911948 1.5933035197667766 2.9193489840981774 1.4480179461825171 4.0745398696453767 47.950231072951965 5.9332063175570511 leaf_count=677 5253 752 540 1792 297 199 1035 290 1414 2058 28 3099 380 375 26 23 256 22 399 410 14 876 128 122 29 55 37 79 1049 145 internal_value=-2.25604e-05 0.0367044 -0.0233652 -0.0298805 0.0643886 0.0253602 0.0319192 0.0757753 -0.0113354 0.0226682 0.00719096 -0.0374412 0.0337651 0.00912891 0.0313447 0.0384879 -0.0202121 0.0733118 0.0631384 0.0724835 0.0881889 -0.0299556 0.00145761 0.0510519 0.0674668 0.0461936 0.0597292 0.00270561 0.0066183 0.0420461 internal_weight=1003.17 389.824 613.341 419.68 113.308 276.516 196.935 82.5962 121.546 132.749 39.3725 298.135 30.7116 79.5807 17.8487 16.473 82.1731 3.14159 50.3282 31.689 20.09 136.511 36.2309 64.1863 14.6588 49.5275 13.0655 61.732 52.0248 7.38122 internal_count=21859 8451 13408 8155 2467 5984 4233 1790 2388 2810 718 5767 677 1751 424 398 1670 50 1113 714 424 2668 668 1423 333 1090 304 1327 1128 182 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=3 3 0 4 1 1 2 0 3 3 3 8 0 3 2 3 1 4 1 0 0 0 8 1 8 2 2 8 3 3 split_gain=308.236 41.319 21.1651 22.2648 12.8998 10.147 11.6309 7.31633 6.69042 5.45262 5.43143 5.14368 4.37621 3.78245 3.70975 3.84157 4.51354 3.12172 2.70312 4.4125 2.18237 2.16662 2.05176 2.0298 2.02884 1.86885 1.97935 2.09444 2.07774 2.0969 threshold=6.354166666666667 3.4722222222222228 1.0000000180025095e-35 4.5000000000000009 0.43650793650793657 0.11805555555555557 0.35416666666666669 3.5000000000000004 2.5277777777777781 9.6333333333333346 4.8166666666666673 1950.0000000000002 1.5000000000000002 8.7638888888888911 0.58571428571428574 5.6125000000000007 0.47222222222222227 3.5000000000000004 0.18333333333333338 1.5000000000000002 6.5000000000000009 2.5000000000000004 2625.0000000000005 0.31666666666666671 2625.0000000000005 0.29285714285714287 0.35416666666666669 1850.0000000000002 3.8452380952380958 5.8452380952380958 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 7 8 6 10 11 -1 21 -3 23 -6 -9 25 16 -16 -13 19 -10 -20 24 -21 -4 -5 -7 -27 28 -28 -30 right_child=2 5 3 9 12 14 -8 13 18 -11 -12 17 -14 -15 15 -17 -18 -19 20 22 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.08626864003380072 -0.0088314536782098316 0.037937845344852915 0.0072511563174861892 -0.026156597639390645 0.0082923625812344817 -0.017539292975938828 0.046903626068617942 -0.014516716866282029 0.041946639704120561 -0.042689868118935215 0.015202041655362953 0.10936633183582201 0.046561334344543855 -0.043106557723817704 0.026345562592002009 -0.053176177355785219 0.11283083503515756 0.01061339885999215 0.049588762376363921 0.07620785375245151 0.00068795452386960238 -0.037295631373445957 0.14441255533050498 -0.022461685542416145 0.0052853246169498533 0.023280064286230525 -0.021324022859361275 -0.026716476363816452 0.016922413876812453 -0.024691953468329364 leaf_weight=33.884668867755408 192.64005288587941 35.806270447615589 29.09585635936196 79.263268440089632 12.333001829165825 9.6055621367744362 65.879828685636994 67.243817946948639 11.887323115241086 157.5100384233001 98.614259119483449 1.861100387206533 18.947200862982868 13.972750925400758 15.025246765112348 1.3329260936006893 1.6769707425846707 1.4039672911167145 16.639944220624333 20.34671600010552 2.6441361136821788 49.399722193582647 1.1658291593193997 7.162835307972272 5.4856985267251721 13.090382042038184 5.8429784627733161 5.8713444973727738 23.503257862291552 3.4746552509750463 leaf_count=677 5253 752 540 1675 297 199 1417 1414 290 3099 2058 28 380 256 371 26 23 22 269 423 134 876 14 128 117 256 121 115 549 80 internal_value=-4.1177e-05 0.034159 -0.0225142 -0.0289057 0.0589926 0.0236965 0.0296932 -0.0108493 0.0689364 -0.0363807 0.0212583 0.00679419 0.0314728 -0.0194354 0.00857344 0.02851 0.035029 0.0669029 0.0577889 0.0663947 0.0428837 -0.0289728 0.0799041 0.00138144 -0.0241214 0.0027163 0.00647367 0.000787713 0.00570795 0.0115626 internal_weight=1002.61 397.573 605.039 412.399 117.849 279.724 200.3 120.74 86.5686 291.659 134.421 39.5238 31.2802 81.2166 79.4233 18.0351 16.7022 3.26507 52.6839 33.3999 19.2841 134.149 21.5125 36.2587 84.749 61.3882 51.7826 38.6922 32.8209 26.9779 internal_count=21859 8451 13408 8155 2484 5967 4227 2388 1807 5767 2810 718 677 1670 1740 420 394 50 1130 727 403 2668 437 668 1792 1320 1121 865 750 629 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=3 3 3 4 1 1 2 0 3 3 8 0 3 2 3 1 3 4 1 0 3 8 0 4 2 3 2 2 8 3 split_gain=276.633 35.147 19.8407 21.0487 10.7642 8.8535 10.1757 6.69343 5.46365 5.30217 4.46467 3.77047 3.58312 3.27589 3.45619 3.75117 2.87751 2.56999 2.25127 3.6421 2.24813 2.18676 1.87357 1.84784 1.74318 2.10841 1.69478 1.75591 1.91273 1.88014 threshold=6.354166666666667 3.4722222222222228 58.500000000000007 4.5000000000000009 0.43650793650793657 0.11805555555555557 0.31666666666666671 3.5000000000000004 2.5277777777777781 8.0500000000000025 1950.0000000000002 1.5000000000000002 8.7638888888888911 0.58571428571428574 5.6125000000000007 0.47222222222222227 4.8166666666666673 3.5000000000000004 0.18333333333333338 1.5000000000000002 11.683333333333335 2885.0000000000005 6.5000000000000009 1.5000000000000002 0.64583333333333337 2.6125000000000003 0.29285714285714287 0.35416666666666669 1850.0000000000002 3.8452380952380958 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 8 6 16 10 -1 -5 23 -6 -9 26 15 -15 21 -12 19 -10 -11 -3 -20 -2 -13 -26 -7 -28 29 -29 right_child=2 5 -4 9 11 13 -8 12 18 20 17 24 -14 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.078558939606709788 -0.021629084431216375 0.028915582518667507 -0.0084337024875090656 -0.023628575255639168 0.0078403303168199916 -0.016837889561754523 0.040267796341725344 -0.013910501690197325 0.038955912956411147 -0.035510794423347335 0.098498149691648287 0.019004045302423056 -0.042058766363595318 0.02466430583185375 -0.052198886550468143 0.1016418190793424 0.013342043730543563 0.010023850082886643 0.045875721845127899 0.072963155694509077 -0.046248872156316567 0.09584689631857346 0.00065330296667521917 0.0068599519990179981 0.045271331087863298 0.10488746728123871 0.021824052549875392 -0.020515796140489345 -0.025777666421797088 0.01090930259890361 leaf_weight=35.310251618769087 7.0690715424861414 25.341124476567561 191.66463970326856 72.153472250334517 12.390338805597795 9.5079511086492783 90.31425170842067 66.680268078090194 12.152786673628723 137.79685396446729 1.960357346571981 5.3988034901487092 13.614002622460246 15.241209102430735 1.2910546588827845 1.7660078615881492 86.557595259715526 1.4120011683553457 17.075603278921339 22.357243665605438 75.420864158553741 1.2820831714197982 2.6451387158886055 29.214229855241456 12.328429770243018 1.6859017527604017 13.260982450585912 5.771367059948715 5.7832005354866842 27.152526524852419 leaf_count=677 128 541 5253 1486 297 199 1838 1414 290 2732 28 107 256 371 26 23 1818 22 269 437 1549 30 134 540 237 36 256 121 115 629 internal_value=-5.63159e-05 0.0318618 -0.0216892 -0.0279573 0.0543774 0.0222167 0.0277513 -0.0103826 0.0632525 -0.0353445 0.0064242 0.0293898 -0.0186831 0.00809873 0.0266704 0.0326576 0.0177635 0.0614541 0.0532864 0.0609874 -0.0393091 0.0321388 0.03981 0.00130944 0.0431436 0.0524431 0.00257089 0.00612187 0.000742332 0.00540067 internal_weight=1001.6 404.614 596.986 405.321 121.344 283.269 203.495 119.95 89.541 285.371 39.6557 31.8035 80.2943 79.7743 18.2983 17.0072 113.181 3.37236 54.2308 34.51 213.218 26.6232 19.7207 36.2833 19.4131 14.0143 61.476 51.9681 38.7071 32.9239 internal_count=21859 8451 13408 8155 2484 5967 4227 2388 1807 5767 718 677 1670 1740 420 394 2389 50 1130 727 4281 571 403 668 380 273 1320 1121 865 750 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=3 3 3 4 1 1 2 0 3 3 3 8 3 0 2 3 1 4 0 8 1 0 3 4 8 8 3 2 2 3 split_gain=248.602 30.1286 18.5889 19.8848 9.08674 7.74457 8.82627 6.12197 5.13185 4.54274 4.18183 3.899 3.40459 3.26294 2.8996 3.11744 3.16584 2.14998 2.09026 1.91248 1.89677 3.04794 1.76785 1.68201 1.66984 1.75456 1.66873 2.16994 1.94544 2.42203 threshold=6.354166666666667 3.4722222222222228 58.500000000000007 4.5000000000000009 0.43650793650793657 0.11805555555555557 0.35416666666666669 3.5000000000000004 9.6333333333333346 2.5277777777777781 4.8166666666666673 1950.0000000000002 8.9500000000000011 1.5000000000000002 0.58571428571428574 5.6125000000000007 0.47222222222222227 3.5000000000000004 2.5000000000000004 2625.0000000000005 0.18333333333333338 1.5000000000000002 4.7638888888888902 1.5000000000000002 1250.0000000000002 1650.0000000000002 5.3166666666666673 0.5277777777777779 0.41428571428571431 5.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 9 6 10 11 18 -1 22 23 -9 -6 -7 16 24 -13 19 -5 21 -11 -3 -2 -16 -26 28 -28 -8 -30 right_child=2 5 -4 8 13 14 26 12 -10 20 -12 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.071997423107430847 -0.020820229679792225 0.031063643585785075 -0.0080521764727204317 -0.024245939521561236 0.0074150289176975375 0.0024350508577785888 0.059796461664488744 -0.013621968841528269 -0.04063577209031901 0.036258386612155177 0.013348906325212476 0.089554202126968338 -0.042695063008476489 0.040074615448228497 0.051196037954682895 -0.051254156157781075 0.092463961862092728 0.0094704889903638317 -0.035402767170329599 0.0065055174892179827 0.03704485059556132 0.066987897099964985 0.095067707160056025 0.0064914229581856499 -0.01899405544155415 0.02523205869536968 0.048228177716184727 0.10680194369483248 0.035165542269496801 -0.015975151202977884 leaf_weight=36.567357569342235 6.978859321883589 36.077397706297432 190.73312875537204 76.742778969026631 12.444524413924212 61.55272653380851 7.5653070719690723 67.572515477325396 149.69709971110478 12.397493603195469 100.35899628943912 2.0459616611187803 11.833238308230646 19.840282500713329 3.9429643392431961 1.2501516061020073 1.8421222899341945 1.419578677043319 47.428696446754032 5.4125834275037041 20.120771857354612 23.113226266587844 1.1121305490742077 29.32617232508278 3.0532534279220718 8.4465292147760902 14.108699434580556 1.7807483116630454 43.006035569473852 2.4469209469098123 leaf_count=677 128 732 5253 1675 297 1320 165 1448 3099 290 2058 28 222 380 89 26 23 22 876 117 403 437 20 540 87 195 304 29 874 45 internal_value=-6.86152e-05 0.0297761 -0.0208887 -0.0270333 0.0503143 0.0208536 0.0259733 -0.00993449 -0.0343298 0.0583082 0.018656 0.00607826 -0.0179545 0.0274856 0.00765576 0.0249931 0.0305078 0.0567498 -0.027045 -0.02222 0.04931 0.0562596 0.0329776 0.00124135 0.0231172 0.0134898 0.0405795 0.0547926 0.0363199 0.0324124 internal_weight=1000.22 411.028 589.191 398.457 124.484 286.544 206.456 119.176 279.281 92.1988 137.549 39.7706 79.4058 32.2848 80.0877 18.535 17.2849 3.46554 129.584 82.1554 55.6315 35.5107 37.1895 36.305 15.4427 11.4998 68.9077 15.8894 53.0183 45.453 internal_count=21859 8451 13408 8155 2484 5967 4227 2388 5767 1807 2810 718 1670 677 1740 420 394 50 2668 1792 1130 727 752 668 371 282 1417 333 1084 919 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=3 3 0 4 1 1 2 0 3 3 8 3 0 2 3 1 3 3 8 8 3 4 8 4 3 8 2 0 3 8 split_gain=223.668 26.0167 17.4074 18.7737 7.81896 6.89809 7.91527 5.59763 4.98954 3.75943 3.45224 3.22675 2.83685 2.80463 2.86723 2.63965 2.31739 2.19382 2.16889 2.06309 1.85144 1.83587 1.82496 1.71037 1.60584 1.50204 1.7138 1.4974 1.47806 5.07201 threshold=6.354166666666667 3.4142857142857146 1.0000000180025095e-35 4.5000000000000009 0.41428571428571431 0.11805555555555557 0.31666666666666671 3.5000000000000004 8.0500000000000025 2.5277777777777781 2250.0000000000005 8.9500000000000011 1.5000000000000002 0.58571428571428574 5.6125000000000007 0.47222222222222227 4.2678571428571432 11.683333333333335 3185.0000000000005 1250.0000000000002 3.683333333333334 4.5000000000000009 1950.0000000000002 1.5000000000000002 3.6125000000000003 1850.0000000000002 0.29285714285714287 5.5000000000000009 6.8166666666666673 1500.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 7 9 6 16 10 -5 -1 23 28 -6 25 15 20 22 27 19 21 24 -18 -3 -4 -15 26 -7 -10 29 -9 right_child=2 5 3 8 12 13 -8 11 17 -11 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.066347808057741195 -0.0076863454032713181 0.027608360482584644 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74.374301095526221 11.524575404760979 8.089002951421433 1.2284013697935723 30.19918593079592 1.585502438858384 8.2941977381242378 45.491467850825586 7.385046269436315 49.364911023426885 9.2236546999811235 leaf_count=674 5253 370 129 1486 297 178 1844 175 2548 1111 37 222 385 57 26 23 220 1549 22 1571 294 173 33 552 24 165 984 184 1056 217 internal_value=-7.86546e-05 0.0278738 -0.0201127 -0.0261337 0.0467882 0.0196249 0.0244193 -0.00950424 -0.0333373 0.0541268 0.00575408 -0.017249 0.0257474 0.0072337 0.0241127 0.0292137 0.0156452 -0.0373007 0.0125258 0.0115883 0.0224897 0.0255196 0.0317444 0.00178284 0.0507698 0.00210412 0.00515681 -0.0334789 -0.013048 -0.000637063 internal_weight=998.52 416.875 581.644 391.801 126.595 290.28 209.298 118.422 273.379 93.859 39.8706 78.5512 32.7359 80.982 18.8746 17.6644 115.362 203.364 96.6378 95.1473 15.7574 20.773 18.7246 37.163 4.23282 62.1074 53.8132 131.919 67.0319 17.667 internal_count=21859 8451 13408 8155 2467 5984 4233 2388 5767 1785 718 1670 682 1751 424 398 2389 4281 1986 1964 375 393 403 681 81 1327 1162 2732 1448 392 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=3 3 3 4 1 1 2 2 1 3 0 4 2 3 1 3 8 3 8 0 8 1 4 8 3 0 8 8 8 8 split_gain=201.467 21.8026 15.5144 19.4433 7.10914 6.18568 6.40461 5.2943 4.90718 4.8981 4.02689 3.66842 2.30895 2.38306 2.34068 2.29628 3.55323 2.92319 2.23925 2.08344 2.87586 1.89786 1.89076 1.8223 1.95089 1.82063 1.81256 3.82754 1.64951 1.62221 threshold=6.3166666666666673 3.4722222222222228 58.500000000000007 4.5000000000000009 0.18333333333333338 0.11805555555555557 0.31666666666666671 0.31666666666666671 0.15476190476190479 9.6333333333333346 1.5000000000000002 2.5000000000000004 0.58571428571428574 5.6125000000000007 0.47222222222222227 6.8166666666666673 1250.0000000000002 6.6125000000000007 2625.0000000000005 2.5000000000000004 1850.0000000000002 0.13392857142857145 5.5000000000000009 2250.0000000000005 8.6125000000000025 1.5000000000000002 2625.0000000000005 1950.0000000000002 3185.0000000000005 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 11 6 22 15 23 18 -6 26 -7 14 -14 16 17 -2 25 29 -21 -22 28 24 -9 -5 27 -1 -3 -17 right_child=2 5 -4 9 10 12 -8 8 -10 -11 -12 -13 13 -15 -16 19 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.063869727606216564 0.0031011550914950524 0.01737333376533989 -0.0073356870184656982 -0.018096543843580382 0.0066375073774912301 0.0022693316540947986 0.033095210296988344 0.023300245762529623 -0.017836582625293224 -0.038664313126934351 0.038047687943269348 0.03479669218901936 0.020314379992924389 -0.04884564409865827 0.078216487145734898 -0.02138866331108534 -0.012227071645321906 0.08192400346001727 -0.0015226298260351836 -0.026010895336337693 0.014052071429330371 -0.056473432610193663 0.00046398038504187524 0.071268031682442806 -0.019627378394860177 -0.031359827707419456 0.10587989571128814 -0.0015867275712158392 0.072403142067635679 0.034584581013877971 leaf_weight=42.128525324261574 2.672476461800616 93.63087726418189 188.99495562570638 38.456204517511651 12.544172084444254 61.223299216451835 92.77147545041089 18.932611560344419 12.256094701544496 142.34430244236137 54.696062121425228 15.83362762605975 15.809819851991511 1.1088277244125482 1.9619956298847672 2.2452040773723629 13.856755293175864 2.100888302682506 9.2915290155215171 54.299224642558329 7.5137837950314843 1.0926381270401178 17.91287565004086 1.6837923659477372 3.0767858879698897 79.078632431496544 2.3041996303945771 2.3583655708644065 1.3818554263561953 3.0568635617964901 leaf_count=780 51 1931 5253 914 297 1307 1797 374 231 3099 990 339 371 24 23 45 290 40 192 1111 172 19 379 26 56 1591 35 43 19 60 internal_value=-8.70145e-05 0.02649 -0.0191026 -0.0247764 0.0434778 0.0187709 0.0233612 -0.00828818 0.00784825 -0.0322978 0.0321879 0.0555998 0.00698345 0.0222697 0.0267067 -0.0149684 0.000589014 0.0377932 -0.0251522 -0.0192177 -0.0217547 0.00509843 0.0153645 0.0211346 0.0172992 -0.0270202 0.0626394 0.0603997 0.0181737 0.0108823 internal_weight=996.619 415.666 580.953 391.958 129.865 285.801 205.697 122.787 35.9493 269.171 67.2402 62.6247 80.1039 18.8806 17.7718 86.8378 18.6301 4.77336 126.826 68.2077 62.9056 8.60642 112.926 23.6932 22.0094 117.535 46.7911 44.4869 95.0127 5.30207 internal_count=21859 8335 13524 8271 2484 5851 4126 2475 687 5796 1287 1197 1725 418 394 1788 381 91 2697 1407 1302 191 2329 456 430 2505 858 823 1950 105 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=3 3 0 4 1 1 2 0 3 0 4 3 3 8 3 3 8 3 2 2 2 8 8 8 4 0 0 3 8 3 split_gain=181.568 19.6834 15.2374 16.6917 6.13502 5.2566 6.08584 4.78293 4.67868 3.67495 3.15493 3.1296 3.02214 2.89777 2.30674 2.16765 2.36491 2.14299 2.03665 1.85519 2.3007 1.84824 1.53361 3.29712 1.52736 1.51554 1.47992 1.46512 1.45407 1.37755 threshold=6.354166666666667 3.4722222222222228 1.0000000180025095e-35 4.5000000000000009 0.18333333333333338 0.11805555555555557 0.35416666666666669 3.5000000000000004 8.0500000000000025 2.5000000000000004 2.5000000000000004 4.8166666666666673 8.9500000000000011 1850.0000000000002 1.5500000000000003 4.7071428571428582 1350.0000000000002 11.683333333333335 0.29285714285714287 0.73214285714285732 0.35416666666666669 1175.0000000000002 2625.0000000000005 1950.0000000000002 3.5000000000000004 3.5000000000000004 3.5000000000000004 4.7638888888888902 1500.0000000000002 5.3166666666666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 7 10 6 11 13 -5 21 22 27 -9 -4 -11 16 26 25 -17 20 -18 -6 23 -1 -15 -10 -7 -3 -23 -8 right_child=2 5 3 8 9 15 29 12 17 14 -12 -13 -14 24 -16 18 19 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.059223915502735584 -0.0069996878835435943 0.025788163725123221 0.00039994928589121622 -0.020131098106836037 0.074869718708388711 0.0671242780062105 0.029432852903666613 -0.011930833458197478 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6.4851626458949454 1.1858567160379596 16.358015761635215 16.829233020191168 leaf_count=780 5253 732 652 1486 27 43 1084 1448 2210 24 339 2058 222 35 717 152 112 1549 712 45 538 168 35 43 31 522 138 20 351 333 internal_value=-9.39221e-05 0.0245279 -0.0186309 -0.0244033 0.0405632 0.0173437 0.0214464 -0.0087009 -0.0314118 0.0301317 0.0516881 0.0154092 -0.0159843 0.00532919 0.0393119 0.0064853 0.0143412 -0.0353667 -0.00204214 0.00804464 0.00456202 0.0154592 0.0581249 0.0560774 0.0420831 -0.0315222 0.036642 0.027515 0.0124965 0.0332173 internal_weight=994.53 427.157 567.373 379.188 132.164 294.993 214.099 117.015 262.173 68.2079 63.9564 141.517 77.0278 39.987 41.9566 80.8936 42.1047 194.117 38.789 32.834 30.2377 26.2513 47.8725 45.4912 4.72867 126.416 9.27062 38.7642 25.0044 72.5826 internal_count=21859 8451 13408 8155 2484 5967 4227 2388 5767 1287 1197 2810 1670 718 741 1740 876 4281 864 695 650 546 858 823 66 2732 181 752 519 1417 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=3 2 0 4 1 1 2 3 2 1 3 8 0 3 3 3 3 3 8 3 8 3 2 0 3 0 8 1 0 0 split_gain=163.747 17.0574 13.5561 17.2348 5.26828 5.05895 5.18672 4.59401 4.52678 4.33048 4.12391 3.20109 2.97722 2.6353 3.82893 2.36384 2.16136 2.53504 2.12311 2.07151 3.18053 2.47562 1.99224 1.85802 1.85422 1.83831 2.65629 1.76588 1.75772 1.72628 threshold=6.3166666666666673 0.61250000000000016 1.0000000180025095e-35 4.5000000000000009 0.23611111111111113 0.11805555555555557 0.23611111111111113 9.6333333333333346 0.31666666666666671 0.15476190476190479 2.9500000000000006 1075.0000000000002 1.5000000000000002 3.683333333333334 3.0500000000000003 4.3166666666666673 4.6125000000000007 4.8166666666666673 2625.0000000000005 6.8166666666666673 1250.0000000000002 6.6125000000000007 0.29285714285714287 5.5000000000000009 2.3541666666666674 2.5000000000000004 1850.0000000000002 0.13392857142857145 1.5000000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -2 8 10 6 15 18 19 -10 28 -7 -6 14 24 -1 -17 -18 29 20 21 -4 -13 -16 -14 -21 -27 -28 -3 -5 right_child=2 4 3 7 12 11 -8 -9 9 -11 -12 22 13 -15 23 16 17 -19 -20 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.028530962285864176 -0.0066778433007459274 0.047306665424847849 0.0033497806331012265 -0.016492550824955106 0.0054828057881157865 0.091975356560901847 0.027967836378572138 -0.036765071396435478 0.019574900438695308 -0.017104995493205041 0.03602224359642113 -0.017210896183431076 0.039628779491817152 0.0074649047609888167 0.087769186797814078 -0.029883260063429479 0.067866123437359926 0.0086452301389503515 -0.00023285969333310791 0.010191401010464854 -0.011394677033356414 0.075120769826063721 0.0075756179183879739 0.020949889412308357 0.015072141903367496 -0.024581625203788721 0.013894620682840831 -0.055379261511366053 0.069984774565083827 -0.029597119688003354 leaf_weight=17.744488397939733 187.41222436321647 15.864404116412741 2.6646887186029771 37.488015918631447 12.692846765295199 1.0659316488308821 110.86037649564355 135.46814522553291 23.980626641158324 12.110390590300083 40.860654538225162 9.1474929853548854 22.914855752655285 8.5904435870834259 4.9774396114844413 3.5366198418196282 1.8534076586656727 72.27479574466679 9.142518036591353 5.3370613926285833 13.698064741797223 2.1881329477655527 71.260654582364538 1.3152842587587654 11.567643277359819 52.928054095992138 7.5226067800540459 1.0481211782898752 18.517434741002035 76.238405381179632 leaf_count=370 5253 300 51 914 297 27 2113 3099 456 231 797 195 378 167 69 68 33 1472 192 105 290 40 1484 41 205 1111 172 19 319 1591 internal_value=-9.92432e-05 0.0233648 -0.0176817 -0.0231114 0.037865 0.0164458 0.0206124 -0.030415 -0.00757917 0.00726691 0.0467598 0.00589692 0.0270805 0.0326337 0.0379362 0.0120659 0.00830402 0.0101259 -0.0234139 -0.0138543 0.000928006 0.0357113 0.00475582 0.0738028 0.0313909 -0.0179572 -0.0204 0.00542306 0.0595207 -0.0252774 internal_weight=992.272 425.045 567.227 379.815 137.301 287.744 206.27 258.337 121.478 36.091 75.2425 81.4741 62.0585 49.3657 40.7752 95.4093 77.6648 74.1282 122.869 85.3867 18.5509 4.85282 80.4081 6.29272 34.4825 66.8358 61.4988 8.57073 34.3818 113.726 internal_count=21859 8335 13524 8271 2573 5762 4056 5796 2475 687 1416 1706 1157 860 693 1943 1573 1505 2697 1788 381 91 1679 110 583 1407 1302 191 619 2505 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=3 2 0 4 1 3 1 2 0 3 0 3 8 0 8 8 3 3 3 3 3 3 0 8 3 0 3 0 3 3 split_gain=147.798 15.4665 13.2999 14.7927 4.62125 4.43177 4.27816 4.86938 4.06152 3.61503 3.08347 2.83255 2.74424 2.59577 2.56301 2.50428 2.38669 3.24276 2.22101 1.92321 1.90192 2.25312 1.88207 1.73641 1.61737 1.58562 1.82513 1.55251 1.54525 2.93148 threshold=6.354166666666667 0.61250000000000016 1.0000000180025095e-35 4.5000000000000009 0.23611111111111113 10.950000000000001 0.11805555555555557 0.23611111111111113 3.5000000000000004 2.9500000000000006 2.5000000000000004 8.7638888888888911 1075.0000000000002 1.5000000000000002 2625.0000000000005 1850.0000000000002 3.683333333333334 3.0500000000000003 4.3166666666666673 3.0500000000000003 4.6125000000000007 4.8166666666666673 3.5000000000000004 2050.0000000000005 2.3541666666666674 2.5000000000000004 4.9500000000000011 5.5000000000000009 3.1339285714285716 3.5277777777777781 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -2 8 9 10 7 18 15 -3 14 -10 -8 -6 -5 -4 17 24 -1 22 -20 -22 -14 -13 -15 26 -9 -19 -27 -30 right_child=2 4 3 5 13 -7 12 25 11 -11 -12 23 19 16 -16 -17 -18 27 20 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.026734461652989552 -0.006369657328070483 0.055486382668230874 0.0002805149145687752 -0.021111342197369053 0.0051928146815984942 -0.038173870757133854 0.083425555809844024 0.027626385056104836 -0.01058800305152865 0.033692884609261772 -0.033373507027503364 -0.042746447099339627 0.0089691774513195304 0.037053765493751986 0.011745386747368487 0.038696333682615186 0.0066349223585564984 0.080339720485735858 -0.028818513521668494 0.0017695368448256269 0.062614366164065405 0.0075872600007459885 0.057100522765261431 0.027181191531602106 0.014226277959314901 -0.036434916806466974 0.054722993784647282 0.019712951476557109 0.069505307070898401 0.021429776993756137 leaf_weight=17.983645879335199 186.67519101469486 35.019671102406036 35.291135581921253 91.621392246822609 12.730592418165953 93.732129867205458 1.1150544853298914 19.954421128848029 63.630557192292599 41.669964136216549 60.034091799024111 11.000733992041202 5.5494953414165575 23.272334023560234 6.3464024867862454 4.821944835362955 8.6771625753171957 5.1607943422441158 3.4852514023659742 72.316047252276178 1.9069583990058152 75.942930099996374 3.2034766437282087 0.96569128512055691 11.64072088683133 1.0965829738706805 9.0251883303335472 1.3275966909386623 3.2993411433271822 81.438118140612232 leaf_count=370 5253 619 652 2183 297 2211 27 364 1414 800 1226 232 100 378 147 66 168 69 68 1546 33 1532 46 24 205 16 159 41 64 1549 internal_value=-0.000103854 0.0216809 -0.0172375 -0.0227588 0.0354089 -0.0295605 0.015218 0.01894 -0.00796148 0.0436447 -0.0244507 -0.0147852 0.00552035 0.025353 -0.0189829 0.00489843 0.0304779 0.0354751 0.0108332 0.00444881 0.0073174 0.00893517 0.0265846 -0.0371033 0.0294426 0.0259527 0.0360651 0.0679348 0.0225385 0.0233016 internal_weight=989.935 435.815 554.119 367.444 139.499 251.734 296.317 214.132 115.71 76.6896 158.002 75.597 82.1841 62.8092 97.9678 40.1131 50.0786 41.4014 99.3188 81.069 81.3351 77.8499 8.75297 11.9664 34.9131 114.814 28.9796 6.48839 85.834 84.7375 internal_count=21859 8451 13408 8155 2577 5767 5874 4155 2388 1419 3556 1670 1719 1158 2330 718 861 693 2003 1692 1633 1565 146 256 583 2152 523 110 1629 1613 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=3 3 0 3 2 1 1 1 4 3 3 8 0 4 3 3 3 2 1 3 0 4 3 8 3 8 2 4 1 2 split_gain=133.437 13.7288 12.409 14.1038 5.83823 4.81831 4.14092 3.69368 4.23868 2.94729 2.83336 2.83197 2.67181 2.36755 2.02898 2.00278 2.57371 2.5265 2.86955 2.00027 1.90039 2.37797 1.80636 1.77812 1.73985 1.90441 1.71588 1.71123 1.70934 1.62708 threshold=6.354166666666667 3.4722222222222228 1.0000000180025095e-35 8.5357142857142865 0.31666666666666671 0.15476190476190479 0.18333333333333338 0.11805555555555557 2.5000000000000004 5.5277777777777786 11.683333333333335 1850.0000000000002 2.5000000000000004 2.5000000000000004 5.3166666666666673 4.2111111111111121 4.0500000000000007 0.41428571428571431 1.0000000180025095e-35 6.1055555555555561 3.5000000000000004 6.5000000000000009 1.5500000000000003 1500.0000000000002 4.7071428571428582 1350.0000000000002 0.29285714285714287 5.5000000000000009 1.0000000180025095e-35 0.35416666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -2 4 -4 -6 13 8 9 14 20 19 -8 -1 15 16 -3 18 -17 23 21 -5 -14 -11 25 -9 -26 -10 -18 -27 right_child=2 7 3 10 5 -7 12 24 27 11 -12 -13 22 -15 -16 17 28 -19 -20 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31 leaf_value=0.047832048798572294 -0.0060746449147040284 0.034274194853516675 -0.015603722048413121 -0.008523571268134595 0.024474261222582658 -0.01922037913733167 0.012637860511742045 0.031947070620165711 0.014528728650423987 0.010785037112432812 -0.040000810653452679 0.058911081547678934 0.089512737700165865 0.026147504652203626 0.054524302064759847 0.02303855127706159 0.13380600956427841 0.0056127931415283 0.07107454130674562 0.030918897478206128 -0.036961401087453362 -0.027611590583415224 0.030857233139655556 -0.026107268688435433 -0.024763713429726306 0.02951237505049345 0.0026195294655276401 -0.0018416513524678792 0.046160733271917692 0.001303074731565678 leaf_weight=50.249161079802548 185.97236037352314 20.283012327568915 142.62029846277619 21.054291147149797 18.28649116584484 9.632801917698087 26.862922882404177 9.5907425718660573 115.96898264955007 6.6677101474304035 62.693419299118432 2.5681812483653621 1.3545710422768014 16.794509477629617 8.44807420293 15.272586434601182 1.1366053107194596 15.379414771994332 3.9036459118797202 4.6430668151078853 35.085095820771585 72.50735338285989 42.345268252345932 6.4020926155608322 6.9706418478972401 6.308892609731628 31.906259257008514 18.511854969072829 1.0896004379756048 26.936692953657712 leaf_count=858 5253 384 3158 414 358 189 546 181 2100 141 1553 58 24 339 171 267 18 292 120 96 748 1735 717 162 152 112 712 385 33 583 internal_value=-0.000107216 0.0204118 -0.0165716 -0.0219661 -0.0115106 0.0093986 0.0335017 0.0144472 0.0178152 0.0264989 -0.031285 0.00984284 0.0250472 0.0424 0.0316551 0.0282695 0.0398755 0.0207095 0.0328171 0.00272846 -0.0270376 -0.0233162 0.0326754 -0.00728623 0.00536813 0.0123187 -0.0022903 0.0122753 0.0909087 0.00665625 internal_weight=987.447 439.594 547.852 361.88 170.54 27.9193 137.606 301.988 220.275 85.794 191.34 20.2811 70.5628 67.0437 65.5129 57.0649 22.5092 34.5556 19.1762 17.7129 128.647 93.5616 43.6998 13.0698 81.7132 42.8363 38.8769 134.481 2.22621 33.2456 internal_count=21859 8451 13408 8155 3705 547 2484 5967 4227 1742 4450 457 1287 1197 1285 1114 435 679 387 399 2897 2149 741 303 1740 876 864 2485 51 695 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=3 2 3 4 3 1 1 4 2 1 3 3 8 3 0 2 8 3 8 3 3 2 8 0 8 1 8 8 0 8 split_gain=120.601 12.0114 11.0219 14.6199 4.19323 3.68449 3.61634 3.65476 3.45093 3.40491 2.43496 3.04357 2.30994 2.30798 2.29266 2.12219 1.93596 1.81676 2.99941 2.51914 1.66962 1.61489 1.63873 1.59755 2.36945 1.63271 1.50799 1.496 1.49276 1.42102 threshold=6.3166666666666673 0.61250000000000016 17.500000000000004 4.5000000000000009 11.683333333333335 0.69047619047619058 0.11805555555555557 2.5000000000000004 0.31666666666666671 0.15476190476190479 5.5277777777777786 6.2111111111111121 1075.0000000000002 3.683333333333334 5.5000000000000009 0.5277777777777779 1850.0000000000002 6.8166666666666673 1500.0000000000002 6.7638888888888902 8.1833333333333353 0.29285714285714287 1350.0000000000002 2.5000000000000004 1850.0000000000002 0.13392857142857145 1500.0000000000002 1750.0000000000002 9.5000000000000018 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 8 14 13 7 10 17 -10 15 16 -8 -3 20 -1 26 18 19 -2 -5 22 -14 29 -25 -26 -12 -17 -29 -19 right_child=2 5 -4 4 -6 -7 12 -9 9 -11 11 -13 21 -15 -16 27 -18 23 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.032849521445196879 0.013084859363901606 0.037048331354578121 -0.0058092696721669806 -0.016482005832564775 -0.03924463235367609 0.0079420487126384085 0.074663390220023926 0.011835786378117072 0.017033963993887683 -0.015627071734308908 0.010975132749829192 0.06558283483045195 -0.053258209472012222 0.018397529579808003 -0.050568426881315499 0.024932959665444288 0.046059330535330734 -0.020440156824863821 -0.017366229693148601 0.095325781760164791 -0.026597804784430308 0.0063229071721563239 -0.0038752944741493427 -0.022445484969085643 0.014046290019429045 -0.054111451165377356 -0.021148313260684056 -0.047802849253620855 0.025737331036651951 0.031925909676957596 leaf_weight=58.840541107534762 7.6304878519599715 107.8470270398559 185.74747986930214 64.62602670383535 60.361968750411279 14.949788312348344 1.1675378712825466 127.24315710362475 24.498342050431802 11.834464598498014 7.7267949560562155 2.145502970328379 2.2351661539396428 19.602245193264707 7.8017175190143453 3.599846957029512 2.2028120334580299 2.2145575485224063 9.6580700714293908 1.0605628380435517 110.59547050750024 72.083855106258909 6.7630028050270994 50.92303316661264 7.5068824885820487 0.99512947537004937 6.930054582113371 2.0138189334975323 1.0497621090762552 3.1216688124695793 leaf_count=1132 150 1877 5265 1472 1537 337 27 2354 456 231 162 46 43 359 227 78 51 45 211 20 2548 1484 152 1111 172 19 176 25 32 60 internal_value=-0.000109846 0.019506 -0.0157146 -0.0207855 -0.0278167 0.0314252 0.013733 0.0171891 -0.00645843 0.00639548 0.0252494 0.00949278 0.00483531 0.0341798 -0.0240477 0.0298209 0.00235495 -0.0120777 0.00181036 0.0231207 -0.0228668 0.00382982 -0.0161421 -0.0160127 -0.0183659 0.00606868 -0.00421348 0.00307749 -0.0226037 0.0101938 internal_weight=984.977 436.401 548.576 362.828 243.385 142.399 294.002 211.752 119.443 36.3328 84.5091 19.0052 82.2496 127.449 183.023 65.504 16.8597 83.1104 18.3491 8.69105 175.221 81.082 8.99817 64.7613 59.425 8.50201 14.6568 6.66343 3.06358 5.33623 internal_count=21859 8335 13524 8259 5784 2573 5762 4056 2475 687 1702 435 1706 2236 4247 1267 389 1788 381 170 4020 1679 195 1407 1302 191 338 135 57 105 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=3 2 3 4 3 1 1 2 2 1 0 3 8 8 0 1 1 8 3 3 8 0 3 3 8 3 0 0 0 3 split_gain=108.931 10.6328 10.2647 13.7071 4.06316 3.41053 3.21178 3.34322 3.14109 3.06229 2.85622 2.77641 2.41662 2.01005 1.9007 1.78011 1.71958 1.74871 2.81031 2.50998 1.59918 2.48601 2.27979 1.66502 1.66128 1.56247 1.53961 1.48827 1.47929 1.64048 threshold=6.3166666666666673 0.61250000000000016 17.500000000000004 4.5000000000000009 10.950000000000001 0.23611111111111113 0.11805555555555557 0.31666666666666671 0.31666666666666671 0.15476190476190479 2.5000000000000004 2.9500000000000006 2625.0000000000005 1075.0000000000002 1.5000000000000002 0.35416666666666669 0.11805555555555557 1250.0000000000002 6.8166666666666673 6.6125000000000007 1850.0000000000002 2.5000000000000004 6.6125000000000007 6.4142857142857155 1750.0000000000002 3.0500000000000003 3.5000000000000004 3.5000000000000004 1.5000000000000002 2.2250000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 8 10 11 7 -1 16 -10 12 28 -5 -8 -7 -16 17 18 19 -2 21 24 23 -23 -19 26 -15 -17 -3 -30 right_child=2 5 -4 4 -6 14 13 -9 9 -11 -12 -13 -14 25 15 27 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.010564426600230511 0.003058180221885086 0.035731090383778544 -0.005538464095746448 -0.018786305223396298 -0.035610450466284457 0.0038417691659943728 0.068699674862380572 0.023150875122172315 0.01603866205037752 -0.014992307817358417 -0.030740885960775927 0.027879745928589907 0.013436544532834403 0.0073740039732404609 0.017261676426211282 0.024629675496362524 -0.028286669855079844 -0.0061248148152850315 -0.0059680566397224159 0.079392748968312138 0.0047517458532373505 -0.01954585564635538 -0.027215976556308176 0.038448215363883605 0.054973593704538117 0.0011892243939765198 0.050268804863412522 0.050781109091252864 0.079831688129630138 0.047206553092015088 leaf_weight=117.80216193444284 2.2254819884919383 16.72039853155232 185.10505347178707 87.904722658385197 86.412151751933379 12.907684589931334 1.2044360308209423 95.554765465572018 24.712014432820524 11.72169102918633 58.24085830657782 42.976420418980069 6.2310789227485648 5.6231562940392603 29.557316692164477 12.497633859029522 12.969473630999344 3.0583659343860736 14.537229106913854 2.0865251639088456 9.8818134054599778 2.486217224205574 30.998947660316389 2.4644013339238882 1.7486949759186243 72.274872080795575 3.3311241156552569 9.6344317655057221 5.2692250853842806 14.336447201076224 leaf_count=2329 41 300 5265 2183 2199 297 27 1727 456 231 1255 797 147 100 487 200 281 60 285 34 214 48 733 60 32 1533 46 173 74 245 internal_value=-0.000111901 0.0183861 -0.0150965 -0.0200429 -0.0269495 0.0295337 0.0129629 0.0162014 -0.00617123 0.00605517 -0.0220379 0.036481 -0.0166534 0.00458081 0.0210049 0.0252909 -0.0115735 -0.00845405 0.0045467 0.0399955 -0.0132933 -0.0176685 -0.0221841 0.0093234 0.0161013 0.00363007 0.0233315 0.0360138 0.0466569 0.0559749 internal_weight=982.475 439.69 542.785 357.68 238.789 143.9 295.791 213.357 118.891 36.4337 152.377 79.3025 94.1358 82.4336 64.5971 51.6894 82.4572 69.4877 18.8492 4.31201 50.6384 40.7566 35.9496 4.95062 4.80706 81.2292 8.95428 22.1321 36.3261 19.6057 internal_count=21859 8335 13524 8259 5784 2573 5762 4056 2475 687 3585 1416 2330 1706 1157 860 1788 1507 360 75 1147 933 841 108 92 1679 146 373 619 319 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=3 3 3 3 2 1 1 1 2 3 3 4 0 0 4 8 3 8 3 3 3 3 1 3 3 8 1 2 3 1 split_gain=98.4686 10.0413 12.1784 9.81973 4.51288 3.64732 3.04603 2.6642 3.28492 2.64275 2.02063 2.01646 1.91414 1.83731 2.12217 1.48183 1.47439 1.44454 1.4229 1.40744 1.60725 1.75982 2.10105 2.28045 1.95893 1.6079 2.50585 1.58099 1.42831 1.51308 threshold=6.354166666666667 17.500000000000004 8.5357142857142865 3.4722222222222228 0.31666666666666671 0.15476190476190479 0.18333333333333338 0.11805555555555557 0.35416666666666669 11.683333333333335 4.8166666666666673 2.5000000000000004 2.5000000000000004 3.5000000000000004 6.5000000000000009 2450.0000000000005 1.5500000000000003 1175.0000000000002 7.3166666666666673 4.7071428571428582 3.5277777777777781 3.7071428571428577 0.31666666666666671 3.6125000000000003 3.7638888888888893 1350.0000000000002 0.18333333333333338 0.61250000000000016 4.4722222222222232 0.2678571428571429 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 15 -6 11 8 10 13 -5 -1 17 14 -4 18 -14 -8 -2 20 27 22 23 -22 -23 26 -26 -9 29 -28 right_child=1 -3 9 7 5 -7 12 19 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.040452980199477573 -0.0092359268415424783 -0.0052794618933918571 -0.0067479710349213186 0.019962174657956147 0.020924451365113492 -0.017285851308545926 0.060907547291191237 -0.031180088847426537 0.023229546934017405 -0.037605849474043003 0.0068988989639180336 0.020775300346389247 0.077134399688605443 -0.034683288184158417 -0.025081850394925061 0.0036196801914929362 0.02553075155766249 0.0077872495401305267 -0.019907279001747671 -0.0025026282192898374 -0.02258272082572876 -0.037245574188190737 0.068590049538665099 0.057726723046526089 -0.024802265590101878 0.0061618245863422419 0.068180469687348796 0.036097764505841561 0.09832392211855176 0.0080408674444524542 leaf_weight=51.797298474455033 55.479564519277289 184.49278076596636 20.491979479721522 40.985866266499016 18.836310734074235 9.343053764478098 1.3460679166018952 3.8834058075935891 77.696912379709829 57.387178375030771 106.5782549773719 17.390118375000384 1.4294590020144813 32.969191091992911 68.697574155545851 11.340286382939665 43.695099878153542 26.002750079525416 71.488646620885334 38.936572058778268 2.0592252417927734 2.1200436130675397 2.9862427075620701 1.5487863978523817 1.4381996712054412 22.927223079903797 1.9485209757068274 1.1265307561134248 1.1715974207227473 2.2577199970255606 leaf_count=858 1294 5265 414 752 358 189 27 76 1417 1541 2058 339 24 748 1735 237 717 519 1627 864 40 44 44 31 28 492 38 21 22 40 internal_value=-0.000113125 -0.0147001 -0.0197229 0.01711 -0.0099819 0.00825557 0.0280031 0.0120944 0.0149085 -0.0287554 0.0105272 0.035507 0.0208394 -0.0245977 -0.0208695 -0.0136977 0.0271655 0.0104018 -0.0152444 0.00440158 0.0105861 0.0140563 0.0375676 0.0118912 0.00919057 0.0125004 0.0338218 -0.016052 0.0494997 0.0359003 internal_weight=979.852 530.527 346.034 449.326 166.488 28.1794 141.661 307.665 225.261 179.546 147.564 69.1874 72.4734 122.159 89.1896 138.308 45.1246 27.3488 126.968 82.4041 43.4675 38.4576 6.59425 3.60801 31.8633 29.7433 6.81604 5.00994 5.37784 4.20624 internal_count=21859 13408 8143 8451 3705 547 2484 5967 4227 4438 2810 1197 1287 2897 2149 3158 741 546 2921 1740 876 779 115 71 664 620 128 97 100 78 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=3 3 3 3 2 1 3 2 1 4 2 0 4 8 1 0 4 8 3 4 1 0 0 3 4 1 2 1 1 8 split_gain=89.0834 11.3767 10.0925 8.29902 2.91233 3.03108 2.55979 2.54412 4.23107 2.53944 2.3789 2.66711 1.93523 1.83651 2.31224 1.75854 1.98999 1.46278 1.39527 1.28678 1.28491 1.35797 1.42494 1.94723 1.27698 2.35172 1.36154 2.23521 1.68771 1.42974 threshold=6.7071428571428582 17.500000000000004 4.2678571428571432 8.5357142857142865 0.61250000000000016 0.69047619047619058 11.683333333333335 0.31666666666666671 0.15476190476190479 2.5000000000000004 0.29285714285714287 2.5000000000000004 1.5000000000000002 1650.0000000000002 0.47222222222222227 3.5000000000000004 6.5000000000000009 2250.0000000000005 9.4142857142857164 2.5000000000000004 0.11805555555555557 2.5000000000000004 9.5000000000000018 5.6833333333333345 2.5000000000000004 0.13392857142857145 0.73214285714285732 0.31666666666666671 0.18333333333333338 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 7 12 24 15 -2 9 -9 20 13 17 -12 -15 16 18 -1 -5 -14 21 -4 -23 -24 25 -6 27 29 -28 -27 right_child=1 -3 10 6 5 -7 -8 8 -10 -11 11 -13 19 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31 leaf_value=0.0053422920586858177 -0.014278228293987725 -0.0050318183391594527 -0.00072292717496720267 -0.020863014640124647 0.040948566901249345 0.0064910403493942843 -0.036739672984654005 0.04631381682084882 -0.028048252577619771 0.0019641322392253699 0.013423274869153491 0.0099033010720768234 0.030985695633678798 0.05405158142905675 -0.0033722894458936151 -0.033784060230000933 -0.024257807569988504 0.043498045624404125 0.0054131032911734133 0.015275430168935067 -0.014702281750933053 0.012983099826191733 0.036352251175101401 -0.030596858270507534 0.018277440960840687 -0.041723035568669353 0.073792913152652045 0.024974252794927262 0.028607384414546428 0.011416801244537342 leaf_weight=37.853791084701641 119.04605575796063 183.90934158978757 55.90552932345804 9.2034117653934135 45.141451467368938 15.144502992085362 55.84275454061958 5.7685115251661063 6.421644045476568 7.328156822875826 9.7273647116949196 108.33433265425697 23.883335332650631 9.1490912897279468 2.1685341386582868 32.174821839608285 67.510411231529531 2.6904161635320625 11.200741574895799 28.692337533242608 9.1480601628259972 50.235456583225641 1.4611414956161741 4.2313063681140193 18.849723767189062 2.3873347482549461 2.198717251099878 14.540003308889935 34.370695054317594 2.6942929564029328 leaf_count=745 2756 5265 1135 180 772 337 1541 116 130 132 166 2177 385 155 44 748 1735 44 234 546 204 820 67 138 360 61 31 221 552 62 internal_value=-0.000113718 -0.0149103 0.0152886 -0.020687 0.0228879 0.027571 -0.0278953 -0.0115349 0.00519714 0.0214982 0.00835434 0.0130674 0.0160823 0.0293553 0.0430488 -0.0237825 -0.0201222 0.00787422 -0.00643889 0.0224121 0.00331414 0.0047879 0.0102965 -0.0134123 0.0302273 0.0324502 0.025623 0.0149977 0.0313241 -0.0135481 internal_weight=977.213 498.406 478.807 314.497 228.447 135.327 175.932 138.564 19.5183 13.0967 250.361 129.379 93.1199 21.045 11.3176 120.089 87.9146 40.5442 20.4042 52.5757 120.981 111.833 55.9279 5.69245 120.182 101.332 56.191 19.6216 36.5694 5.08163 internal_count=21859 12837 9022 7572 4116 2396 4438 3134 378 248 4906 2542 1720 365 199 2897 2149 789 414 931 2364 2160 1025 205 2059 1699 927 344 583 123 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=3 3 4 2 3 1 8 1 4 0 0 3 3 3 2 3 3 8 2 8 0 3 0 2 1 2 3 2 8 8 split_gain=80.7516 8.29059 11.6665 7.55392 3.52775 2.52634 2.43912 2.41306 2.61243 2.24527 2.22574 2.02199 1.78253 2.67167 1.85377 1.77071 2.69166 1.64418 1.59547 1.56968 2.46611 1.81174 1.5944 1.50677 1.78827 2.45704 1.95671 1.95929 1.48393 1.51301 threshold=6.3166666666666673 58.500000000000007 4.5000000000000009 0.61250000000000016 11.683333333333335 0.23611111111111113 2450.0000000000005 0.11805555555555557 2.5000000000000004 5.5000000000000009 5.5000000000000009 2.9500000000000006 5.5277777777777786 6.1055555555555561 0.5277777777777779 7.5357142857142865 8.6833333333333353 1075.0000000000002 0.31666666666666671 1350.0000000000002 2.5000000000000004 8.1833333333333353 2.5000000000000004 0.41428571428571431 0.11805555555555557 0.21111111111111114 7.8166666666666673 0.29285714285714287 1850.0000000000002 1500.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 7 10 11 9 8 12 19 -4 -5 14 18 -1 -8 -17 -9 -14 21 -21 22 -2 24 25 -11 27 -27 29 -20 right_child=1 -3 4 5 -6 -7 15 17 -10 23 -12 -13 13 -15 -16 16 -18 -19 28 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.027000068134644901 -0.019338783019076631 -0.0047779113200648315 -0.019876183062154485 0.039248636646712021 -0.03562958760683007 0.017506386328857825 0.041467219280432496 0.060498760116134781 0.0092311005046914526 -0.020614910062599037 -0.048512332014771897 0.023425593422351964 -0.019691229193432792 0.041635049783949461 -0.00045620559879630578 -0.036317568162784655 0.060279132501270982 0.002830507299944344 0.023363371736552466 0.013462872539242429 -0.01316130562536269 -0.010664608722438134 0.024902690181832221 0.02591487236909042 -0.041172202387872683 0.11439954691138066 -0.059823248620165553 0.018239960595165177 0.063196096300596805 -0.02566537705797069 leaf_weight=61.032351307292913 2.3998294658958939 182.91501076247846 165.37986638777647 37.246826048668567 54.645762970916621 66.016765667983492 4.6547909113578481 1.2549598623882037 130.02095987963366 20.898615550906019 7.0758810964307477 44.089146719764358 7.3007563009316545 4.3335244691625112 6.8363212877120523 2.3104343804006935 1.0484115642902905 81.790404886867861 3.8581736162523157 11.197639428043201 38.956449819941099 8.2708784611895663 13.449772453607236 1.8822388662520086 7.6951457977302189 0.64815653369896553 0.62984226005210064 2.8992325337621878 1.2324482165277002 2.657339734454581 leaf_count=1132 49 5253 4020 619 1549 1157 86 27 2354 579 227 797 180 94 135 47 22 1679 75 226 716 142 220 58 197 20 22 91 21 65 internal_value=-0.000113754 -0.0133791 -0.017952 0.015501 -0.024559 0.0247733 -0.00512099 0.0109515 0.0137224 -0.0070796 -0.0210511 0.0306716 0.0204152 0.00704201 0.0242344 0.021502 -0.00616641 0.00370197 -0.00291963 -0.00217632 -0.00721707 0.00830498 0.018204 -0.0175891 -0.0200878 -0.0136175 0.0213901 0.0358096 0.0128839 0.00336709 internal_weight=974.628 526.958 344.043 447.67 227.102 147.353 116.941 300.317 217.272 108.928 172.456 81.336 87.2509 19.3822 67.8687 8.01364 3.35885 83.0454 15.0487 74.2746 50.1541 24.1205 15.8496 34.6532 32.771 25.0758 4.17723 3.54739 7.74796 6.51551 internal_count=21859 13524 8271 8335 5796 2573 2475 5762 4056 2320 4247 1416 1702 435 1267 155 69 1706 341 1353 942 411 269 967 909 712 133 111 161 140 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 1 4 2 1 4 2 0 0 4 8 1 2 0 2 3 3 3 1 8 3 8 8 0 3 3 split_gain=73.1098 9.86887 8.27166 7.55765 2.35159 2.32557 3.47713 2.15872 3.8047 2.2046 1.96235 2.35326 1.68228 1.83651 1.6616 1.73922 1.6611 2.91386 1.47822 1.35299 2.52119 1.58567 1.58268 1.53561 1.52297 1.50571 1.47795 1.40159 1.32394 1.5637 threshold=6.7071428571428582 17.500000000000004 4.2678571428571432 8.5357142857142865 11.683333333333335 0.13392857142857145 2.5000000000000004 0.31666666666666671 0.15476190476190479 2.5000000000000004 0.29285714285714287 2.5000000000000004 3.5000000000000004 6.5000000000000009 1250.0000000000002 0.47222222222222227 0.73214285714285732 2.5000000000000004 0.31666666666666671 3.3541666666666674 3.5277777777777781 3.7071428571428577 0.31666666666666671 2250.0000000000005 3.6125000000000003 1350.0000000000002 1650.0000000000002 6.5000000000000009 3.3166666666666669 2.6125000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 7 12 6 18 -2 9 -9 -4 14 13 -5 -12 -16 19 -18 -1 26 -21 22 24 25 -22 -23 27 -7 29 -28 right_child=1 -3 10 4 -6 16 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 20 21 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.018404467598290047 -0.013061233148171146 -0.0045662904113652272 0.0028306917069833406 -0.0055114363320415008 -0.035040170239902003 0.010752399160499065 0.014713885788986004 0.04282339527811397 -0.027095826629990501 0.0017946216356018443 0.0012736053924501214 0.0086916098256318297 -0.032327650769653445 -0.022781717535702763 0.042261019090449596 0.00070633303807768376 0.0079670069950224572 0.031773293630268776 0.03292155902114996 -0.02622409664513799 -0.022875701949676738 0.024652157116701726 0.058300703771483331 0.051130722471616069 0.050829607177708992 -0.01230511994106361 0.049964025048314237 -0.039127973857177305 0.075654259507749066 0.012577543974888947 leaf_weight=1.4301422947028317 116.72492304762395 182.81632583887182 121.48746200328156 20.127546573907694 52.940387951359753 10.539614515390925 48.109812221931406 5.9119227817500377 6.3005155079154056 7.3379509113528911 4.901319609692794 109.37015338293008 30.917109416178505 65.445608915930933 13.370618753901001 3.1022010872147794 22.533863244988524 29.920927801481412 73.446819225914737 6.3579449157859953 1.7819590059361901 3.652315208752813 2.8746262118966683 1.4230404887348402 1.1552219011646228 11.230548299283781 3.870886438096929 1.6255269398970984 1.3029129551941885 10.079644561581516 leaf_count=30 2756 5265 2364 414 1541 152 906 116 130 132 84 2177 748 1735 218 63 450 470 1253 119 35 67 40 27 24 247 64 50 24 158 internal_value=-0.000113687 -0.0137561 0.0136685 -0.0192517 -0.0263023 0.0204969 0.0252023 -0.0104858 0.00489094 0.0201011 0.00740583 0.011657 -0.0223312 -0.0187196 0.026831 0.0344353 0.0151558 0.0215464 0.0319412 0.00915834 0.0015249 0.00950161 0.0319262 0.00150898 0.00611332 -0.00323565 0.0170861 0.0040873 0.027453 0.0229513 internal_weight=972.09 488.522 483.568 305.706 169.431 231.336 122.987 136.275 19.5504 13.2499 252.232 130.744 116.49 85.5732 21.3741 16.4728 108.349 52.4548 74.877 55.8942 28.4757 22.1177 5.81181 16.3059 2.93718 14.8829 27.4186 12.1651 15.2534 13.9505 internal_count=21859 12837 9022 7572 4438 4116 2189 3134 378 248 4906 2542 2897 2149 365 281 1927 920 1283 1007 559 440 99 341 59 314 448 202 246 222 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=3 3 4 3 3 8 1 8 4 1 0 8 0 3 3 3 3 3 8 8 0 3 1 3 4 3 2 1 2 3 split_gain=66.2419 7.16557 10.3757 6.19393 3.31754 2.21172 2.04975 2.21838 2.13365 2.04663 2.02242 1.7914 1.69299 1.49635 2.46628 1.42913 2.41486 1.78066 1.52655 1.42809 2.17973 1.61598 1.40647 1.36639 1.36252 1.6145 1.31173 1.71161 2.21845 1.29564 threshold=6.3166666666666673 17.500000000000004 4.5000000000000009 3.4722222222222228 9.6333333333333346 2450.0000000000005 0.11805555555555557 1075.0000000000002 2.5000000000000004 0.43650793650793657 5.5000000000000009 2625.0000000000005 1.5000000000000002 7.5357142857142865 8.6833333333333353 5.5277777777777786 6.2111111111111121 5.3166666666666673 1850.0000000000002 1350.0000000000002 2.5000000000000004 8.7638888888888911 0.31666666666666671 5.1055555555555561 8.5000000000000018 9.3166666666666682 0.41428571428571431 0.11805555555555557 0.10555555555555557 2.4722222222222228 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 9 11 10 8 -8 15 29 19 12 -4 -7 -15 17 18 23 -17 21 -21 22 -2 -5 -14 -26 27 28 -12 -1 right_child=1 -3 4 6 -6 13 7 -9 -10 -11 26 -13 24 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.033441413625238565 0.018300686331346166 -0.0043502852751882981 -0.0095957833625617064 0.020856606784070881 -0.029180379434938397 0.038750455576056754 0.074103252351419222 0.0021787910779112762 0.0083347753050821566 0.012069706594950214 -0.030026652783006886 0.005091594309701691 -0.024727678908008685 -0.034834157287372512 0.057496573195508653 -0.0056448491205898258 0.054805714485644336 0.042343894562751394 0.037973278744667646 0.012686085226466954 -0.012318442246727816 -0.0182743852341406 -0.033113018600564113 -0.0060217397763699387 -0.037333413455587681 0.046541402971255204 0.023608040023355717 -0.039973620592833312 0.00030903235419761144 0.021911276404490674 leaf_weight=36.706726199659272 18.028284862516536 182.31226155267012 33.620186941145704 55.725915846016278 110.21803766603466 4.7354952612076868 1.0863139686989587 81.754839167949967 134.0896566291708 36.203489850681365 10.492825451648971 8.5496941418969055 64.487672524340553 2.2433017813309566 1.0673789077554827 15.182408059994946 2.2819286043086313 9.0516088399963319 2.3113190792573723 11.270752608125802 38.44763496496239 4.6592849735170594 1.436150794266722 5.1667494535140568 0.94485743436962288 1.4607356146703978 1.9193989351333574 7.4342686494037471 14.159402778002002 72.460584862855512 leaf_count=571 297 5265 914 1015 3087 86 24 1701 2401 677 294 192 1533 47 22 343 46 171 51 226 716 83 31 99 23 35 58 197 418 1236 internal_value=-0.000113008 -0.0123279 -0.0166672 0.013871 -0.0230626 -0.00456645 0.00984111 0.00312195 0.0123281 0.0223717 -0.0064531 -0.0168801 -0.0187491 0.0207216 -0.0050663 0.0182964 0.00642854 0.0216518 0.000118097 -0.00180661 -0.00665012 0.00817573 0.0145072 0.018576 -0.0233494 0.0135975 -0.0165427 -0.0189445 -0.0126029 0.0257882 internal_weight=969.509 517.488 335.175 452.022 219.281 115.894 306.651 82.8412 223.81 145.371 107.848 109.063 100.513 8.04618 3.31068 89.7199 19.7757 69.9443 17.4937 73.8421 49.7184 24.1237 19.4644 60.8927 66.8933 2.40559 34.0059 32.0865 24.6522 109.167 internal_count=21859 13524 8259 8335 5784 2475 5851 1725 4126 2484 2320 2697 2505 155 69 1725 440 1285 394 1353 942 411 328 1114 1591 58 967 909 712 1807 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 1 4 2 1 4 4 0 4 1 2 8 0 8 3 8 1 2 0 3 3 3 2 1 2 3 split_gain=60.0731 8.53677 6.75998 6.7498 2.23976 1.94073 2.86807 1.84252 3.37396 1.92079 1.68412 1.64593 1.70517 1.58215 1.78112 2.55092 1.97712 2.0496 1.48754 1.43467 1.48147 1.39775 2.46253 1.37789 1.32252 1.30985 1.30219 1.27486 1.29866 1.28108 threshold=6.7071428571428582 17.500000000000004 8.5357142857142865 4.2678571428571432 11.683333333333335 0.13392857142857145 2.5000000000000004 0.31666666666666671 0.15476190476190479 2.5000000000000004 5.5000000000000009 3.5000000000000004 6.5000000000000009 0.11805555555555557 0.23611111111111113 1350.0000000000002 2.5000000000000004 1650.0000000000002 4.6125000000000007 1850.0000000000002 0.29285714285714287 0.73214285714285732 2.5000000000000004 11.414285714285716 9.4142857142857164 4.8166666666666673 0.31666666666666671 0.53571428571428581 0.68333333333333346 2.6125000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 5 11 6 26 -2 9 -9 13 12 24 14 15 -5 17 -16 -17 -15 -21 27 -23 -13 -4 -20 -1 28 29 -7 right_child=1 -3 4 10 -6 21 -8 8 -10 -11 -12 23 -14 19 16 18 -18 -19 25 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018508841129598091 -0.01200414189416996 -0.004143968653952057 -0.018747236776565299 0.020666295653481576 -0.033487758378852296 0.031558504832707869 0.013166994191971888 0.039544014894083386 -0.026018419246013669 0.0015095853046363829 -0.0067867865419126193 -0.033021273138162277 -0.02120670753861445 0.0035461563669292001 0.010718452009434701 -0.033245639586843505 0.01141384572185412 0.045516822538274264 0.045612538189859025 -0.040855002968890178 0.0063051402371613156 0.0068982906850726311 0.028663473371078482 0.023901240380629834 0.0072407582412987257 2.9751265323547153e-05 0.029636125640222728 0.048880140832704845 -0.025093995727643422 0.0058156816883728982 leaf_weight=1.431504292006166 114.73839524166783 181.83221636058147 8.8642561024589686 18.622152770097273 50.441473575810051 5.4003299554497053 48.607313982060077 6.0494799997832178 6.1651106401695861 7.3556011719701928 21.504052234499568 28.637740737512562 63.315788796510049 50.827675530004825 7.5907159286084633 3.2886194342208901 80.197670256993206 9.5616120979830139 1.6236036274785863 3.9308962250984214 2.8892516272899229 22.737526293261681 30.331771594562042 1.1041173773846811 10.934209898143306 53.762209729301276 74.365584628096713 1.8470182547898719 3.043421093683718 45.992465253250941 leaf_count=30 2756 5265 180 330 1541 90 906 116 130 132 444 722 1735 1104 122 64 1427 155 29 96 53 450 470 26 234 1082 1253 29 98 790 internal_value=-0.000112258 -0.0126796 -0.0178947 0.0122459 -0.0247289 0.0183759 0.0226473 -0.00958552 0.00459465 0.0186739 0.00659986 -0.020814 -0.017202 0.00783909 0.0102098 0.00454321 0.0147092 0.0301169 -0.000573948 0.000656803 -0.0208763 0.0135166 0.0193382 -0.0309081 -0.0043947 0.00136598 0.0287269 0.00802752 0.00664139 0.00852073 internal_weight=966.994 479.438 297.606 487.555 163.298 233.757 124.404 134.309 19.5702 13.4051 253.798 112.856 83.1143 232.294 174.647 77.2966 97.35 17.1523 58.6744 57.6478 6.82015 109.353 53.0693 29.7419 19.7985 55.3858 75.7971 56.2832 54.4362 51.3928 internal_count=21859 12837 7572 9022 4438 4116 2189 3134 378 248 4906 2897 2149 4462 3209 1505 1704 277 1175 1253 149 1927 920 748 414 1111 1283 1007 978 880 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=3 0 3 2 2 1 3 1 3 1 4 0 4 3 8 0 3 0 3 8 2 8 0 3 8 8 0 3 0 8 split_gain=54.4212 6.49728 8.49759 5.22714 2.6782 2.15484 2.1028 1.90581 1.8762 1.61339 1.72771 1.56651 1.58892 1.42636 1.39943 1.38177 1.39533 1.3295 1.31304 1.85743 1.67468 1.35639 1.33771 1.32885 1.34189 1.28823 1.65652 1.28172 1.27536 1.26929 threshold=6.354166666666667 1.0000000180025095e-35 8.5357142857142865 0.61250000000000016 0.31666666666666671 0.15476190476190479 11.683333333333335 0.23611111111111113 5.4722222222222232 0.11805555555555557 2.5000000000000004 3.5000000000000004 6.5000000000000009 2.9500000000000006 1175.0000000000002 1.5000000000000002 2.2250000000000005 1.5000000000000002 5.5277777777777786 1850.0000000000002 0.5277777777777779 1750.0000000000002 9.5000000000000018 6.1055555555555561 1500.0000000000002 1175.0000000000002 1.5000000000000002 11.414285714285716 7.5000000000000009 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 29 4 9 -3 -6 11 13 14 10 18 12 -4 15 -9 -5 -17 -16 20 23 -1 -22 -23 24 28 26 -8 -13 -20 -2 right_child=1 2 6 7 5 -7 25 8 -10 -11 -12 27 -14 -15 17 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.021974932486168039 -0.0070735059797628402 -0.010643731821316508 -0.0041897486509056645 0.021804755680646278 0.015472564093872238 -0.01419489117167831 0.02300125555692328 0.056399767603534191 -0.050258535412856235 0.0026552094084798788 0.0072096537895801373 -0.032162473245801529 -0.020465802811128045 0.018984832174933977 -0.0010016740812423728 0.062567939220238039 0.033055695345489092 0.017045497848292578 0.022522012901778906 0.042806735535347605 0.016376074786588809 -0.051483337019197842 0.016448751954639636 0.021063399529610505 -0.025858567575370191 -0.034542194673952205 -0.056585088096789297 0.022297284909047671 -0.023413872829769818 0.0016509106044830036 leaf_weight=62.847310375086408 115.81477519384163 131.75859163002733 19.742829192521185 17.479425535564133 19.678601351426099 8.8836961895431141 2.1500426074489947 1.9575174421188553 1.12869228189811 84.235432235171572 136.79412396491261 27.949996484555701 62.352542556117982 45.355099367561479 12.711505428185246 5.4685476124677761 14.96600812293036 51.752736240708373 4.2978917465807225 2.8163269522374312 3.7969731673983906 2.0819931958030793 1.1116190212051154 4.9821108565301975 6.2976919489447027 46.501690187721579 0.93952883942984033 1.1238373590022082 2.3302781927470733 65.13685576784286 leaf_count=1132 3299 3158 414 300 358 189 78 37 20 1719 2436 722 1735 800 283 74 245 818 56 58 78 25 32 96 161 1443 32 26 81 1954 internal_value=-0.000111048 -0.01151 -0.0157801 0.0122646 -0.00763486 0.00624513 -0.0239031 0.0199056 0.0136653 0.00856611 0.0107561 -0.0200838 -0.0165516 0.024968 0.0147515 0.0321254 0.0409535 0.0134868 0.016113 0.00506097 0.0193926 -0.00382281 -0.0278378 -0.000875184 -0.00933113 -0.032465 -0.0012007 -0.0300574 0.00637225 -0.00393299 internal_weight=964.444 502.033 321.081 462.411 160.321 28.5623 160.76 150.82 67.5505 311.592 227.356 111.169 82.0954 83.2691 66.4218 37.914 20.4346 64.4642 90.5622 20.7243 69.8379 6.99059 3.19361 17.908 12.9259 49.5913 3.08957 29.0738 6.62817 180.952 internal_count=21859 13408 8155 8451 3705 547 4450 2577 1158 5874 4155 2897 2149 1419 1138 619 319 1101 1719 452 1267 135 57 394 298 1553 110 748 137 5253 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=3 3 3 3 4 0 8 4 4 8 3 2 1 4 8 8 2 4 0 8 3 1 2 0 8 8 1 8 2 0 split_gain=49.3639 7.36057 6.11213 5.56502 2.28617 3.11934 2.34597 2.25537 1.93914 1.93098 4.48643 2.27275 1.59028 2.36374 1.49798 1.86534 1.65544 1.48457 1.42769 1.4275 1.41703 1.3772 1.27532 2.04089 1.80077 1.76112 1.66121 1.25502 1.15817 1.15519 threshold=6.7071428571428582 17.500000000000004 10.950000000000001 4.2678571428571432 4.5000000000000009 2.5000000000000004 2625.0000000000005 1.5000000000000002 2.5000000000000004 1350.0000000000002 8.4142857142857164 0.41428571428571431 0.13392857142857145 2.5000000000000004 1750.0000000000002 1250.0000000000002 0.23611111111111113 5.5000000000000009 2.5000000000000004 2250.0000000000005 7.2678571428571432 0.21111111111111114 0.23611111111111113 2.5000000000000004 1650.0000000000002 1350.0000000000002 1.0000000180025095e-35 2885.0000000000005 0.31666666666666671 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 12 7 6 -6 19 9 10 20 -11 13 28 15 -10 18 21 -16 -2 -9 22 25 24 -24 26 -5 -15 -1 -14 right_child=1 -3 -4 17 5 -7 -8 8 14 11 -12 -13 29 27 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01865648669780751 -0.022988556564113184 -0.0037564525565685139 -0.02913338479258868 0.021160603745481409 -0.012935276103794222 -0.026667909673614262 0.02069622293773422 0.034947674081066492 0.00087793717667733755 -0.0096451370181128114 -0.027093608278900522 0.057280726538186902 0.0041652056662724512 0.0099091471879206184 0.033505299404128865 -0.024240883729705759 0.02751421661225327 -0.0067104546852832549 -0.011099886935415918 0.023639062018670907 0.10149044223909309 -0.0029084766871687972 0.0094714928650681401 0.0091108516020238488 0.041887180798265998 -0.00049135533690668871 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-0.0129765 0.0047574 0.00586927 -0.00442875 -0.0194365 0.0739398 0.00702566 0.00850896 0.0117606 0.0276177 0.00368589 0.0165603 0.0118027 0.0258642 0.012141 internal_weight=961.961 471.097 290.164 490.864 217.257 130.165 81.8223 87.0923 63.7683 14.0894 4.94552 9.14385 235.73 125.56 49.679 29.8815 19.7975 255.134 14.1041 23.3239 3.29768 233.655 203.299 121.432 17.3862 81.8673 20.0555 49.041 76.5187 110.171 internal_count=21859 12837 7572 9022 5350 3410 2228 1940 1337 316 82 234 4116 2189 1021 633 388 4906 294 603 51 4462 3864 2269 277 1595 359 906 1283 1927 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=3 3 4 3 3 0 8 0 0 1 8 1 3 8 8 8 3 4 8 0 4 3 3 2 3 8 0 3 8 3 split_gain=44.7282 5.32 8.15069 4.26576 2.81457 2.16125 1.93851 1.68296 1.58893 1.87321 1.46793 1.61731 1.38692 1.61758 1.78541 1.6598 1.53899 1.33042 1.26534 1.57374 1.21818 1.20306 2.78001 1.2989 1.52 1.19946 1.79885 1.24863 1.15393 1.87038 threshold=6.3166666666666673 17.500000000000004 4.5000000000000009 3.4722222222222228 11.683333333333335 5.5000000000000009 2450.0000000000005 5.5000000000000009 1.5000000000000002 0.15476190476190479 1075.0000000000002 0.11805555555555557 2.2250000000000005 2625.0000000000005 1850.0000000000002 1350.0000000000002 3.3166666666666669 5.5000000000000009 1175.0000000000002 1.5000000000000002 2.5000000000000004 7.5357142857142865 8.7638888888888911 0.15476190476190479 6.7638888888888902 1350.0000000000002 2.5000000000000004 8.7638888888888911 2625.0000000000005 12.775000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 8 5 -4 7 25 -1 12 20 17 -10 14 15 -14 -17 -12 19 -6 -5 23 -23 -8 -25 27 -27 -2 -20 -30 right_child=1 -3 4 10 18 -7 21 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 28 -21 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.010442204292100382 0.013429716039686649 -0.003577030318027757 -0.015904919335365014 0.052370137925006346 0.023417144976740831 -0.045965327382733262 0.071816303750760341 -0.014757248651246835 0.057507443198289238 0.016549348786031062 0.010701478431305428 0.0013372116213022987 0.0069384063614258921 0.07191835407449873 -0.019122420696015718 0.029649129563732831 0.070252279939050297 -0.0034249869989049528 -0.035030024111468196 -0.056044139998051037 0.011042570220912049 -0.034134214613988779 0.066592001465792861 0.046605551113098775 -0.023825089055838657 0.011827035638317412 -0.010904483918657936 -0.015868456408950776 -0.056178849804062715 0.039834938325072983 leaf_weight=45.913039022084149 19.61034609463832 180.51820242976873 153.33330288423588 3.3250612879637051 2.139942442066967 6.2219892176753993 1.6559327248251046 32.92299647646314 4.2559996364789177 65.08476555049765 203.33352365654335 82.366846319925827 7.1766408145958911 1.9001370482146729 2.1903066099912385 18.574043610126868 2.6691175130690672 18.155386109556048 41.593343381643535 0.87907642975915212 3.8449789763762965 2.2504114974290137 0.98478085332317267 1.8292439779033887 1.3180223378585649 11.327878751013939 37.561914899786643 4.4644600097089997 0.82796778623014633 1.3093633977696297 leaf_count=887 328 5265 4020 76 78 227 28 967 60 1030 3620 1701 116 19 38 291 43 369 1358 32 85 51 18 30 28 226 716 83 27 42 internal_value=-0.000108193 -0.0104412 -0.0143106 0.0111698 -0.0202384 -0.0170771 -0.00357616 -0.00537318 0.0181646 0.0216458 0.00784669 0.00731903 0.0306676 0.0271539 0.0243752 0.0277275 0.0347508 0.00954354 -0.0310275 0.000279647 0.030208 0.0200956 -0.00347352 0.0359706 0.0171104 -0.00113892 -0.00563754 0.00799663 -0.0331889 0.00264074 internal_weight=959.539 500.749 320.231 458.79 206.305 159.555 113.926 105.888 147.764 101.851 311.026 303.856 36.7662 32.5102 30.6101 28.4198 21.2432 221.489 46.7497 3.01902 7.17004 8.03839 3.23519 4.8032 3.14727 72.9646 48.8898 24.0748 43.7307 2.13733 internal_count=21859 13524 8259 8335 5784 4247 2475 2320 2484 1597 5851 5690 567 507 488 450 334 3989 1537 110 161 155 69 86 58 1353 942 411 1427 69 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=3 3 3 3 8 2 0 1 3 2 0 1 8 8 8 3 2 0 8 8 4 2 3 2 3 3 8 8 3 8 split_gain=40.5626 6.32468 5.52046 4.56977 2.10228 2.5543 2.55681 2.46111 1.61543 1.41448 1.82621 1.64948 1.40203 1.30471 4.24927 1.29207 1.25643 1.56662 1.24709 1.22666 2.37363 1.95948 1.93566 1.82443 1.46505 1.66591 1.22174 1.20967 1.19064 1.14444 threshold=6.7071428571428582 17.500000000000004 10.950000000000001 4.2678571428571432 2450.0000000000005 0.18333333333333338 3.5000000000000004 0.11805555555555557 8.7638888888888911 0.61250000000000016 1.5000000000000002 0.13392857142857145 2625.0000000000005 3185.0000000000005 2885.0000000000005 2.2250000000000005 0.29285714285714287 2.5000000000000004 1075.0000000000002 1250.0000000000002 2.5000000000000004 0.35416666666666669 7.7638888888888902 0.43650793650793657 7.6125000000000007 7.3166666666666673 1250.0000000000002 1500.0000000000002 8.3166666666666682 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 9 5 6 -2 8 19 13 -11 12 15 14 18 -12 -5 26 -1 20 21 -7 -22 24 25 -21 -18 -26 -8 -25 right_child=1 -3 -4 16 -6 7 28 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 23 22 -23 -24 29 27 -27 -28 -29 -30 -31 leaf_value=0.044363477245709132 -0.011737741148166322 -0.0034058102163682206 -0.027586943236931449 0.0015837922813302801 0.0063131660522817313 0.071702986842757763 -0.018407729581573367 -0.019715518504804439 -0.021043642154625383 0.0098900384291712978 0.055112956552362563 0.01710262756223568 0.074336026453324891 -0.037131346260919809 0.065710962714810237 0.024713669815323046 -0.0010383074719598304 0.0061778890240011828 0.0079257836782079261 -0.0057228117217076107 -0.02846587431538853 -0.0032891124428215696 0.050210020594338226 0.013038550767402401 -0.019546928858305293 -0.05818352544707972 0.027085251997653926 0.026976287363518765 -0.034847265952802457 0.071409144612396461 leaf_weight=2.4115081180352993 108.42120763715855 180.12407072615844 69.876748908684249 122.79775194615303 15.539741648084599 3.2079262451443409 23.874439446278359 14.03454455578685 4.837325744534609 46.048972090149874 3.9906633555538056 60.8447167159527 1.7585058212280262 1.4340999461710442 3.4115853516850612 28.166595530575478 4.9853943864015973 111.3897687584124 89.450315831621253 6.0637463267703442 2.4530703882919629 1.1957493331283329 1.147475119680166 2.1924070398054023 2.0029655779762825 2.0165583959424112 17.132596033083246 4.620187851414812 20.446489555196479 1.3610624592402016 leaf_count=52 2840 5265 2222 2364 362 63 570 326 109 887 56 967 19 22 52 467 84 2177 1594 152 43 21 19 45 49 59 281 105 563 24 internal_value=-0.000106424 -0.0107313 -0.015389 0.00986421 -0.0113951 -0.0127858 -0.0158738 -0.00233516 0.00550849 0.0148607 0.0180584 0.0220278 0.0308635 0.0102047 0.0109173 0.0284862 0.005234 0.0085914 0.00888233 0.0103994 0.0267198 0.0513401 -0.00339228 0.00324423 -0.00452604 -0.0188152 0.0207462 0.0129068 -0.0259917 0.0353959 internal_weight=957.238 463.416 283.292 493.822 213.415 197.875 152.742 45.133 31.0985 237.517 140.809 94.7605 33.9158 96.7075 95.2734 32.1573 256.306 133.508 91.8618 26.2611 8.00422 4.40368 3.60055 18.2569 14.7035 8.0803 22.118 6.62315 44.3209 3.55347 internal_count=21859 12837 7572 9022 5350 4988 3973 1015 689 4116 2396 1509 542 1720 1698 523 4906 2542 1646 580 146 84 62 434 365 211 365 154 1133 69 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=3 3 4 2 3 8 0 1 0 3 1 4 8 0 8 8 8 1 3 3 8 8 2 8 1 2 3 2 8 2 split_gain=36.731 4.55606 7.18141 3.51877 2.5796 1.64559 1.48906 1.40244 1.36859 1.4955 1.35872 1.22872 1.20311 1.49197 1.21175 2.18686 1.12821 1.11833 1.09862 1.86112 1.2603 1.61608 1.25857 1.62303 1.09245 2.28486 1.77429 1.53928 1.3273 1.11165 threshold=6.3166666666666673 17.500000000000004 4.5000000000000009 0.61250000000000016 8.0500000000000025 2450.0000000000005 5.5000000000000009 0.69047619047619058 5.5000000000000009 11.683333333333335 0.11805555555555557 2.5000000000000004 1175.0000000000002 1.5000000000000002 2625.0000000000005 2885.0000000000005 1500.0000000000002 0.15476190476190479 6.2111111111111121 5.6125000000000007 1850.0000000000002 1500.0000000000002 0.5277777777777779 1250.0000000000002 0.11805555555555557 0.21111111111111114 7.8166666666666673 0.29285714285714287 1250.0000000000002 0.41428571428571431 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 10 -4 6 -2 -5 9 -6 11 18 13 -11 -14 -16 -3 -12 19 22 21 -21 -1 -24 25 28 27 -27 -8 -26 right_child=1 16 4 7 8 -7 24 -9 -10 12 17 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 29 26 -28 -29 -30 -31 leaf_value=0.018136924576326003 -0.00085296229866283163 -0.0074864369007209197 -0.010109483146141941 0.017870641745571868 -0.017980821145936382 0.018522655231034107 0.0060390676311878845 0.0021177802219302204 -0.047614289132973803 0.02370117160306728 -0.017008069404703157 0.0059472798161737499 -0.033330083080098237 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2548 155 120 337 197 78 190 2354 1347 32 27 40 2852 1516 46 145 45 156 21 117 197 20 24 111 459 36 internal_value=-0.000104659 -0.00958925 -0.0132265 0.0100334 -0.0189076 -0.00315073 -0.00482928 0.0162446 -0.0225623 -0.0215985 0.00696509 0.00900167 -0.0291724 0.00163977 -0.0313855 0.00647178 -0.00324245 0.00156679 0.0134847 0.0125829 -0.00303144 -0.00857837 0.0159491 -0.00379907 -0.0137493 -0.00843822 0.021811 0.0341341 -0.0162239 -0.0296398 internal_weight=954.991 493.397 313.648 461.594 200.564 113.084 104.955 152.629 141.702 136.452 308.966 224.333 44.1076 2.95582 41.1518 2.01048 179.749 84.6325 90.906 88.5231 15.6994 13.6124 72.8237 7.26333 32.3607 24.2542 4.9648 4.24353 19.2894 8.1065 internal_count=21859 13524 8259 8335 5784 2475 2320 2573 4269 4072 5762 4056 1524 110 1414 67 5265 1706 1702 1656 346 301 1310 138 967 734 155 131 579 233 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=3 3 3 3 8 8 2 1 0 1 3 8 4 3 8 3 2 4 1 3 0 1 8 2 8 3 8 8 8 8 split_gain=33.313 5.41383 4.93651 3.82572 1.89993 1.85532 2.13036 2.2731 2.12396 1.79766 1.36865 1.69207 3.25665 2.37211 1.89731 2.32161 2.06935 1.3603 1.64652 1.32933 1.27018 1.53673 1.2176 1.17618 1.51373 1.13332 1.35729 1.04173 1.02007 2.04692 threshold=6.7071428571428582 17.500000000000004 10.950000000000001 3.4722222222222228 1075.0000000000002 2625.0000000000005 0.18333333333333338 1.0000000180025095e-35 3.5000000000000004 0.11805555555555557 8.7638888888888911 1350.0000000000002 2.5000000000000004 7.7638888888888902 1750.0000000000002 8.3166666666666682 0.47222222222222227 5.5000000000000009 0.11805555555555557 8.3166666666666682 1.5000000000000002 0.15476190476190479 1850.0000000000002 0.29285714285714287 1350.0000000000002 2.2250000000000005 1350.0000000000002 1750.0000000000002 2625.0000000000005 1850.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 20 9 6 8 10 -2 -5 11 12 -8 -14 -13 16 22 18 -6 -10 -1 25 -16 24 -20 -22 -27 -3 29 -28 right_child=1 27 -4 4 17 -7 7 -9 19 -11 -12 14 13 -15 15 -17 -18 -19 23 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.0086825243281137606 -0.010826703643581469 -0.0059564413236235687 -0.026049041515361533 0.019640601410711313 0.0084454871140180517 0.0066265516893825168 0.06491632895237491 -0.016507253548956428 -0.015985708195238854 0.083877758785144932 -0.018955520436647014 -0.016632549273755147 -0.028715167664729598 0.053724925000509495 -0.014514441580239654 0.089180282451711668 0.068223791365372141 -0.0069281584229992756 -0.047989308290852642 -0.033568607626127588 0.051141724314907225 0.014076568122570658 0.038210902339950018 0.0025115403633382428 -0.0041873879492237837 0.0045246680236099412 0.030960493110720466 0.001972280026278471 0.064398831242021878 -0.019752619095861061 leaf_weight=46.296292788515245 106.79630402103993 114.46582965257929 67.037485221043426 7.1124388255994386 229.76371300314827 14.762389051444186 3.6433088725898477 17.191965140992579 23.745031470981814 1.2860454880865289 4.402869482029927 7.2727840879360874 2.5800169744470627 1.3184767384082077 4.9567413936601934 1.0125008116010574 1.2199169024825094 20.980922072694966 2.6547923533445879 19.64135590923695 4.2385797770702984 65.860253261018727 1.4054501760983837 77.832147195011146 7.6739328614175975 7.2197471299759846 21.423368577580739 64.9254677552548 1.8927730545401562 2.193484127521514 leaf_count=887 2845 3308 2222 159 4091 350 53 463 575 28 94 164 48 23 104 19 19 434 53 564 60 1030 29 1597 176 116 334 1957 19 38 internal_value=-0.000102948 -0.00985376 -0.0142364 0.00886119 0.005985 -0.0104645 -0.0117572 -0.00221479 -0.0146166 0.0294771 0.00662007 0.0114304 0.0309289 -0.000833798 0.00216272 0.0180673 0.00857104 0.00540283 0.0062166 -0.0239456 0.0155597 0.018656 -0.00286706 0.0004077 -0.0154458 0.0268145 0.0236641 -0.00308687 0.0290809 0.0262504 internal_weight=952.806 456.378 276.987 496.428 347.304 209.949 195.187 45.004 150.183 8.39848 27.8121 23.4092 7.5418 3.89849 15.8674 8.59461 7.58211 338.906 317.925 43.3864 149.124 102.828 6.36219 88.1609 10.3287 36.968 32.7294 179.391 25.5096 23.6169 internal_count=21859 12837 7572 9022 6538 5350 5000 1016 3984 187 553 459 124 71 335 171 152 6351 5917 1139 2484 1597 133 1826 229 567 507 5265 391 372 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=3 0 4 2 3 0 8 1 8 2 3 0 1 2 8 8 0 1 0 8 3 4 2 4 3 3 2 3 8 3 split_gain=30.2118 3.89829 6.28259 2.91742 2.29461 1.97849 1.40956 1.31693 1.52104 1.99438 1.8738 1.3221 1.29213 1.25972 1.17722 1.17064 1.41156 1.14036 1.11595 1.24444 1.41184 1.10922 1.0819 1.04522 1.04236 2.44296 1.08247 1.33076 1.02279 1.67781 threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 0.61250000000000016 11.683333333333335 5.5000000000000009 2450.0000000000005 0.11805555555555557 1350.0000000000002 0.43650793650793657 8.1547619047619069 2.5000000000000004 0.23611111111111113 0.10555555555555557 1650.0000000000002 1175.0000000000002 1.5000000000000002 0.11805555555555557 1.5000000000000002 2985.0000000000005 7.9500000000000011 2.5000000000000004 0.47222222222222227 2.5000000000000004 7.5357142857142865 8.7638888888888911 0.15476190476190479 6.7638888888888902 2625.0000000000005 12.775000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 6 17 5 18 7 8 10 11 22 14 21 -13 -10 16 -6 23 19 20 -4 -5 -3 -1 26 -26 -8 -28 -17 -30 right_child=1 2 4 12 15 -7 24 -9 9 -11 -12 13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.012217163760301524 -0.0029278735773712061 0.020504933098682999 0.0067129674735133859 0.022182232754676012 0.023861536984955346 -0.043925041409464433 0.06331302854899433 -0.015447116660292659 -0.017668649684706505 0.021331909130306428 -0.011309739273613922 -0.021861665785557902 0.0095923970269089776 -0.0048181537910261182 0.031940859327931663 -0.031886245626966465 -0.055123562801030049 0.0012967194430982261 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internal_value=-0.000101002 -0.00880402 -0.0122119 0.00902826 -0.017622 -0.0147434 -0.00278696 -0.00436067 -0.00150836 -0.0063452 0.0079854 -0.00962897 0.0146672 -0.0124578 0.0141959 -0.0278051 0.00287849 0.00624042 -0.0136324 -0.00754676 -0.00877117 0.0188143 0.0166718 0.00809789 0.0171466 -0.00471012 0.0316517 0.0143521 -0.0300166 0.00397909 internal_weight=950.627 486.675 308.032 463.952 195.698 152.569 112.334 104.115 82.8096 54.8598 27.9497 49.0413 153.489 43.8363 5.20494 43.1289 2.89952 310.463 146.973 49.8039 48.6367 84.4649 19.2732 225.672 8.21963 3.27889 4.94074 3.19501 40.2294 2.09713 internal_count=21859 13524 8271 8335 5796 4247 2475 2320 1809 1279 530 1168 2573 1069 99 1549 110 5762 4020 1547 1515 1416 348 4056 155 69 86 58 1439 70 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=3 3 3 3 2 1 3 0 4 3 3 8 0 1 4 8 8 3 3 3 1 8 8 2 3 2 8 8 3 8 split_gain=27.3769 4.28262 4.73693 3.0728 1.6205 1.95826 1.617 1.35973 1.39036 1.3474 1.29284 1.12544 1.30681 1.09395 1.57577 1.05057 1.19827 1.18824 1.03728 1.70639 1.27521 1.03069 1.68836 1.02858 1.57353 1.56501 1.19393 2.3214 1.12095 1.03293 threshold=6.5277777777777786 17.500000000000004 8.5357142857142865 4.2678571428571432 0.31666666666666671 0.15476190476190479 11.683333333333335 3.5000000000000004 6.5000000000000009 11.414285714285716 9.4142857142857164 1175.0000000000002 1.5000000000000002 0.13392857142857145 2.5000000000000004 2900.0000000000005 1350.0000000000002 8.7638888888888911 4.2111111111111121 4.0500000000000007 1.0000000180025095e-35 2625.0000000000005 2885.0000000000005 0.61250000000000016 3.9500000000000006 0.5277777777777779 2625.0000000000005 1950.0000000000002 3.5277777777777781 1850.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 13 -2 -6 7 8 10 15 -4 12 -8 14 18 16 17 -9 19 23 -21 -13 -23 25 26 28 27 -25 -1 -30 right_child=1 -3 6 -5 5 -7 11 9 -10 -11 -12 21 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 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50.059337656067783 0.97841906812391144 16.058555002470769 6.4588085839895939 1.8406630127192318 1.3136238704319105 1.3254962968494508 1.0278015062212937 1.0401735398918388 40.415771445936684 1.7123916124637606 4.1296068592273505 2.1686149202287188 2.0921033421473103 10.448697627743057 1.7712978570343683 leaf_count=168 2892 5265 180 4692 297 159 78 28 1735 26 234 1362 32 1927 906 23 500 171 31 18 37 29 40 663 32 78 31 37 165 23 internal_value=-9.91107e-05 -0.00884823 -0.012691 0.00814839 -0.00608045 0.00563967 -0.0190541 -0.0156443 -0.0122703 -0.0255654 -0.000432479 -0.0273185 0.00270524 0.0121806 0.0153472 -0.027894 -0.0299844 -0.0137795 0.0198071 0.0207077 0.0602066 -0.0295551 0.00479515 0.0192828 0.0237865 0.0114784 0.0219837 0.0201375 0.0166416 0.00636802 internal_weight=948.502 460.255 281.533 488.247 138.081 24.3026 143.452 101.553 75.781 25.7715 18.6874 41.8997 2.90488 240.119 127.698 24.745 23.7666 7.708 77.6382 75.7975 2.63912 38.9948 2.06798 73.1584 46.3889 26.7695 44.6765 42.5079 22.6399 12.22 internal_count=21859 13051 7786 8808 3348 456 4438 2897 2149 748 414 1541 110 4116 2189 722 699 199 1283 1252 55 1431 69 1197 763 434 731 700 356 188 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=3 3 4 3 3 0 8 0 0 1 0 8 3 8 1 8 0 8 0 2 2 1 0 2 1 2 3 3 8 8 split_gain=24.7989 3.32112 5.51553 2.46629 2.09403 1.88578 1.25512 1.20169 1.1722 1.17304 1.0599 1.10996 1.26781 1.0577 1.15959 1.05453 1.21178 1.03505 2.34405 2.76636 1.64752 1.1951 1.16086 1.07017 0.992685 1.84428 1.61052 1.47861 1.26673 1.11467 threshold=6.3166666666666673 17.500000000000004 4.5000000000000009 3.4722222222222228 11.683333333333335 5.5000000000000009 2450.0000000000005 5.5000000000000009 1.5000000000000002 0.15476190476190479 1.5000000000000002 2985.0000000000005 7.9500000000000011 1075.0000000000002 0.11805555555555557 1175.0000000000002 1.5000000000000002 1500.0000000000002 4.5000000000000009 0.61250000000000016 0.73214285714285732 0.10555555555555557 3.5000000000000004 0.84523809523809534 0.11805555555555557 0.21111111111111114 7.8166666666666673 7.1055555555555561 1650.0000000000002 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 8 5 10 7 -2 -1 17 11 12 -4 -5 -15 16 -6 20 -19 -20 22 -21 -10 -22 25 28 27 -27 -9 -26 right_child=1 -3 4 13 15 -7 -8 24 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 21 23 -23 -24 -25 29 26 -28 -29 -30 -31 leaf_value=0.0068176187608072246 -0.00037237688928366477 -0.0026597365146428481 0.0068152563739214272 0.024282825048923002 0.020769169901048906 -0.042939535710699799 0.016330940738358286 -0.0028547358326128235 -0.022437429070793283 0.012386957623848227 -0.015695155961108802 0.041017952883836313 -0.012353414553106243 0.0070286259553662455 0.0001238319969945708 -0.028691646243978877 -0.054589989157958513 0.039080847344902428 -0.046224709810849425 0.0081333209916477668 0.064173644013860595 0.073538447152614303 0.024728429510690386 0.018747497335277929 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-0.0126177 -0.0066489 -0.00783517 0.00561362 0.00516543 -0.0264676 0.0025435 0.0234925 0.0302515 0.000621114 0.0131603 0.0293299 -0.00711964 0.0270204 -0.0120962 -0.00701386 0.0197903 0.0311665 -0.0142829 -0.0276484 internal_weight=946.508 480.421 302.008 466.087 190.429 149.57 111.578 103.328 150.063 103.422 144.254 49.0737 47.882 316.024 308.615 40.8592 2.90931 37.053 22.3997 5.14237 14.6533 3.18841 5.94894 8.70437 31.3974 23.6641 5.04838 4.34355 18.6157 7.73332 internal_count=21859 13524 8259 8335 5784 4247 2475 2320 2484 1597 4020 1547 1515 5851 5690 1537 110 567 334 98 233 68 94 139 967 734 155 131 579 233 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 8 2 0 1 2 1 0 0 8 3 8 3 3 3 4 8 3 4 8 3 2 1 2 8 8 split_gain=22.5222 3.94796 3.95994 2.76575 2.06345 1.57486 1.5994 1.86257 1.82567 1.42559 1.37665 1.29416 2.08002 2.01235 1.18497 1.15518 1.52848 1.12427 1.53771 2.22863 3.67309 1.37774 1.09461 0.99572 1.02417 0.970387 1.55981 1.12879 2.04755 1.55318 threshold=6.7071428571428582 17.500000000000004 10.950000000000001 4.8166666666666673 4.9500000000000011 2625.0000000000005 0.18333333333333338 3.5000000000000004 1.0000000180025095e-35 0.35416666666666669 0.21111111111111114 3.5000000000000004 4.5000000000000009 1250.0000000000002 8.3166666666666682 1175.0000000000002 2.4722222222222228 8.6125000000000025 8.1833333333333353 2.5000000000000004 1250.0000000000002 7.9500000000000011 2.5000000000000004 1750.0000000000002 7.7638888888888902 0.61250000000000016 0.69047619047619058 0.41428571428571431 2250.0000000000005 1850.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 15 -5 6 7 -2 17 -6 11 13 -13 -11 -9 16 -1 18 19 20 -8 -22 -20 24 -21 27 -27 28 29 -17 right_child=1 -3 -4 4 9 -7 8 14 -10 10 -12 12 -14 -15 -16 25 -18 -19 22 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.061004462849297704 -0.0089803014798888869 -0.0025310077363489068 -0.02319615497700837 -0.03198297213273376 0.00083579288624561978 0.0070088787443004039 0.070343378805789766 -0.013999365543788984 -0.014803508450664672 -0.010812833496892984 -0.0047373864425089007 -0.022297236434530077 0.014094184790875611 0.035438431716666177 -0.031098276954770326 0.011198024280811838 0.016377910123122574 -0.01515639007013869 0.01234071797953689 -0.030977227446710266 -0.010655591027165637 0.057798104619830641 0.068867324739847899 0.010610625178244001 0.014358581980658695 0.014358189901208133 -0.0026205487732041477 0.0025832026536413174 0.042203838953224902 -0.020284387369872856 leaf_weight=2.4319046454866102 103.49947513844205 178.12128429699698 62.16796087986063 4.1959038200948262 145.2923618889173 14.657780688328783 2.901887791347697 22.902186787363576 16.671726081327506 2.927923389030183 12.033987655962845 4.6877814863316898 24.180004674435622 11.951543304341611 18.172037794073219 55.634902882339048 9.0926081754951138 5.0783106111339285 1.6484039647839372 5.440388355586947 4.4956991419931001 0.87871406766862481 1.7825884952908382 4.0080287094788218 1.6157132871448991 127.44137590595665 15.13321889504172 76.25885887333385 5.0272823428967959 4.2144154055786194 leaf_count=47 2845 5265 2222 84 2788 350 39 575 463 47 252 60 544 178 564 950 169 109 25 114 108 12 38 78 30 2057 320 1365 81 80 internal_value=-9.45293e-05 -0.00829154 -0.0121501 0.00717778 0.00272025 -0.0087798 -0.0100037 -0.0125555 -0.00171722 0.00344442 0.0102391 0.0143588 0.00818466 0.0263373 -0.0215643 0.010277 0.025795 0.00611664 0.0108608 0.00538825 0.0250127 0.000536556 0.0417094 -0.00929139 -0.0205962 0.00964663 0.012556 0.00670758 0.0115555 0.00898112 internal_weight=944.546 444.042 265.921 500.504 205.27 203.753 189.095 144.574 44.5215 201.074 55.7812 43.7473 28.8678 14.8795 41.0742 295.235 11.5245 27.8497 22.7714 19.3404 8.2763 5.37441 3.43099 11.0641 7.0561 283.71 142.575 141.135 64.8766 59.8493 internal_count=21859 12837 7572 9022 3953 5350 5000 3984 1016 3869 1081 829 604 225 1139 5069 216 553 444 381 159 120 63 222 144 4853 2377 2476 1111 1030 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=3 3 3 4 3 0 2 1 3 0 8 0 4 8 3 8 0 8 8 4 8 8 8 3 3 2 8 0 3 0 split_gain=20.447 5.1127 3.24667 2.59244 1.81221 1.49682 1.48284 2.03783 1.47908 1.19349 1.73839 1.61722 1.13876 1.0328 1.35722 0.987934 1.14683 1.0951 1.81828 0.977926 1.60523 1.58133 1.32129 3.35293 2.23266 1.3441 0.964109 0.953654 2.05567 0.936379 threshold=7.2678571428571432 17.500000000000004 4.8166666666666673 4.5000000000000009 4.9500000000000011 5.5000000000000009 0.35416666666666669 0.21111111111111114 11.683333333333335 3.5000000000000004 1250.0000000000002 4.5000000000000009 1.5000000000000002 1175.0000000000002 2.4722222222222228 1175.0000000000002 1.5000000000000002 2625.0000000000005 2885.0000000000005 2.5000000000000004 1750.0000000000002 1350.0000000000002 1650.0000000000002 8.4142857142857164 7.9500000000000011 0.31666666666666671 1500.0000000000002 3.5000000000000004 3.5277777777777781 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 13 12 -4 8 -6 9 -5 10 -8 -11 -2 14 -1 16 -10 29 -19 22 21 -21 23 25 -24 -14 -3 -16 -29 -17 right_child=1 26 4 5 6 -7 7 -9 15 11 -12 -13 19 -15 27 17 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.057366368728854582 -0.017072529343883716 -0.0063689133495440468 -0.030822578390964459 -0.013392799047868588 0.00031935517685537107 -0.042962357044254801 -0.0085196637433627969 -0.0081585546055723494 0.020929003173264342 -0.017261738987716185 0.033096782064304456 0.01348948485363561 0.099225687180057962 0.0091429482247607063 0.0027220801436737135 -0.025679275614552549 -0.054246484273285572 0.059036455749962351 -0.038417335939720493 -0.00016778088668692589 0.0086565674126583558 -0.02720474911899283 -0.043613944809436922 -0.020574572488733019 0.030833284561278759 0.035338827988575551 0.0010135932531446907 -0.0076949652273134274 0.069492674090086207 -0.049756528689744686 leaf_weight=2.4561643685255481 14.520576657825556 82.433131867872476 4.1376824358812874 116.19080816266091 184.43958923858418 5.4130844022033662 3.1014890460501219 13.035893985219444 2.2016266351565714 5.1175832639064565 13.142883582182547 25.982712462608106 1.2744686437072217 284.34257654912307 5.6184366530778771 29.309703669898454 0.65923286031465966 0.94865838438272365 0.96603037789463997 11.128997863357656 13.511754652114176 10.520575073224789 2.1622836598617141 2.1836786312342156 1.8850381694683163 2.3255139560096723 95.409931994809114 1.5257884288221251 1.9844429536606183 4.6833507956835083 leaf_count=47 403 2413 84 3348 3788 228 51 275 78 68 198 583 25 4853 106 1205 32 27 40 221 280 260 57 48 49 35 2852 24 39 142 internal_value=-9.242e-05 -0.00871181 0.00619914 -0.0138101 0.00199123 -0.0171173 0.00254581 0.00934679 -0.0162145 0.0141667 0.0251511 0.00842934 -0.00489785 0.00973917 0.0243731 -0.0246712 0.00360618 -0.0269242 0.00986746 -0.000968666 -0.00486647 -0.0133064 0.0129721 0.0283061 -0.00894018 0.0579561 -0.00240832 0.0154959 0.0359416 -0.0289965 internal_weight=942.614 397.728 544.885 219.885 248.958 160.372 244.82 60.3806 154.959 47.3447 16.2444 31.1003 59.5129 295.927 11.5848 38.7686 2.86086 35.9077 1.91469 44.9923 35.1613 21.6496 9.83098 5.78366 4.04732 3.59998 177.843 9.12867 3.51023 33.9931 internal_count=21859 11743 10116 6478 5047 5100 4963 1175 4872 900 249 651 1378 5069 216 1524 110 1414 67 975 761 481 214 108 106 60 5265 169 63 1347 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=3 3 4 3 3 0 8 8 4 3 0 1 3 8 2 8 8 0 3 2 3 8 4 3 3 2 2 3 4 3 split_gain=18.5405 2.61407 4.43372 1.90806 1.78889 1.29841 1.168 1.49425 1.47182 1.64851 1.05222 1.08892 1.18264 1.21749 1.10571 1.03587 1.07344 1.68094 1.32881 2.01716 1.52764 1.01164 2.0872 1.09665 0.9888 0.947223 1.44292 1.06723 1.1087 1.20569 threshold=6.3166666666666673 17.500000000000004 4.5000000000000009 3.4722222222222228 9.6333333333333346 1.5000000000000002 2625.0000000000005 2870.0000000000005 8.5000000000000018 9.3166666666666682 1.5000000000000002 0.18333333333333338 2.2250000000000005 1350.0000000000002 0.73214285714285732 2450.0000000000005 1350.0000000000002 2.5000000000000004 6.8166666666666673 0.18333333333333338 6.6125000000000007 1250.0000000000002 15.500000000000002 9.9500000000000011 2.7321428571428577 0.10555555555555557 0.13392857142857145 9.3166666666666682 2.5000000000000004 6.6125000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 15 10 5 -4 8 -8 -7 -10 -1 12 -12 14 -14 16 18 -18 19 20 -2 22 -6 -23 -16 -19 -27 28 -28 -30 right_child=1 -3 4 -5 21 6 7 -9 9 -11 11 -13 13 -15 24 -17 17 25 -20 -21 -22 23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.0053686152835339916 0.022368860888227701 -0.0022916370489444097 -0.00193370956456842 0.0047563299009565629 -0.014587493543984443 -0.01790362547836041 0.052582610297484234 -0.0068688718531246017 -0.031874964125490207 0.058876308276532278 0.045619530311049775 0.010345387076024828 -0.01759354547674009 0.022780781972818992 -0.0013201807547967381 0.014881627775784341 0.010449808554708097 -0.019754460810755853 -0.002417268678174371 0.0048211572901711219 0.096410756035112566 -0.055639835794776105 0.053716938327871666 -0.021938375199491308 0.050767039542484432 0.056649551115261904 -0.011728630575164206 -0.040691603622159435 0.038842440484458673 -0.00098097053672567287 leaf_weight=46.910347369638629 1.5805929726921575 177.57651135713269 32.668893480117958 317.84487441418253 23.443905057721143 55.833555428853742 1.3776025001425285 4.5401173101563472 0.80581596493720931 1.3203472453930658 4.3050753368479482 63.986942723250735 4.0711651715064354 27.821490926176011 2.22725395215457 8.3357271194108744 11.395406557740897 18.847190727396082 24.533390233304999 6.8721239160672667 1.245640284148976 2.5147093275627688 1.1744526317343105 60.188433323231266 1.5419235966696758 0.89619695878354733 23.091752538675792 2.2805449673469402 2.391017807384741 9.2672171829394738 leaf_count=887 26 5265 975 5851 751 1533 37 94 23 35 61 990 58 421 41 155 226 477 507 124 21 81 40 2215 26 29 599 63 41 207 internal_value=-9.05389e-05 -0.00708347 -0.0099718 0.00695419 -0.014732 -0.0100417 -0.0141884 0.006971 -0.0163488 0.0244816 0.0115847 0.0143898 0.0208648 0.0178765 0.000473486 -0.0020679 -0.00344764 -0.0070753 0.00377652 0.0194446 0.0550022 -0.0199178 -0.0113289 -0.02329 0.0199881 -0.0105929 -0.00604013 -0.00755732 -0.00538281 0.00718652 internal_weight=940.89 472.181 294.605 468.709 183.868 96.5463 63.8774 5.91772 57.9597 2.12616 150.864 103.954 39.9669 35.6618 7.84034 110.737 102.401 68.1693 34.2317 9.69836 2.82623 87.3215 24.6184 62.7031 3.76918 56.7739 37.9267 37.0305 34.75 11.6582 internal_count=21859 13524 8259 8335 5784 2697 1722 131 1591 58 2484 1597 607 546 125 2475 2320 1642 678 171 47 3087 791 2296 67 1416 939 910 847 248 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 2 1 0 4 4 3 0 8 0 3 8 8 2 8 4 8 3 3 8 8 2 8 8 0 3 split_gain=16.8272 4.35594 2.69578 2.32432 1.66333 1.29837 1.82893 1.18333 1.65495 1.27917 1.76152 1.04786 1.53875 1.45725 1.03167 1.33941 2.88373 1.08401 1.00468 1.21999 0.95603 1.18638 0.92262 0.907148 0.900687 2.56568 1.37813 0.887981 0.845009 1.79265 threshold=7.2678571428571432 17.500000000000004 4.8166666666666673 10.950000000000001 4.9500000000000011 0.35416666666666669 0.21111111111111114 3.5000000000000004 5.5000000000000009 4.5000000000000009 9.9500000000000011 3.5000000000000004 1250.0000000000002 4.5000000000000009 9.4142857142857164 2870.0000000000005 2985.0000000000005 0.41428571428571431 2985.0000000000005 7.5000000000000009 1175.0000000000002 2.4722222222222228 6.6125000000000007 1250.0000000000002 1075.0000000000002 0.2678571428571429 1175.0000000000002 1750.0000000000002 3.5000000000000004 3.5277777777777781 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 20 7 -4 24 11 9 14 10 -2 12 -7 -13 15 17 -17 -9 -11 -20 21 -1 -8 -16 25 -6 -26 -3 -23 -30 right_child=1 27 4 -5 5 6 22 8 -10 18 -12 13 -14 -15 23 16 -18 -19 19 -21 -22 28 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.053552114327313764 8.1913808979802323e-05 -0.004856115207848611 -0.02987370357802176 -0.021207445396272596 0.0045126559293261342 -0.0083234852613710882 -0.003932153077167269 -0.012282103536660026 -0.033164546272683781 -0.010383398150551721 0.055118199073977414 -0.016672260259030316 0.030817964332910359 0.012561389559055954 -0.00075097953691766564 0.069069745180857317 -0.03903756065004714 0.046504416644508724 -0.019277174111253598 0.062264903267627826 0.0082288253785359547 0.0025050716477934866 -0.051697373393648854 -0.046666993965544357 -0.029670906926916665 0.099528465796998963 0.00027379237464967903 0.0024982712751078096 -0.0072801944337349926 0.064539048964572382 leaf_weight=2.4763312947291629 22.414754377811679 112.80528068419198 4.0896369900565324 59.11033200113377 3.9836029267171389 3.0967628612015714 11.904151678761989 33.143797534467978 10.771526191850453 78.084525385672521 1.5547308847308148 5.0928964557369936 13.272835742513051 26.158897574967341 1.5599531889602065 1.5649677534966024 1.0181940473557913 0.80318339820223528 0.81276658549904723 1.0529831498861311 285.52079337870356 5.6270512861863136 1.1047988724894811 3.4651830277143745 3.9281352610255444 0.86469732067780558 175.79097562918935 64.519476935664102 1.5238199241939585 2.0215191979077645 leaf_count=47 418 3308 84 2222 95 51 250 886 351 2291 24 68 198 583 43 37 25 20 18 27 4853 106 25 116 75 21 3597 1957 24 39 internal_value=-8.83642e-05 -0.00798366 0.00558516 -0.0127622 0.00175087 0.00227833 0.00862644 -0.00956725 -0.0156993 -0.00647958 0.00365173 0.0131653 0.0234133 0.00779738 -0.0111721 -0.00825017 0.0264575 -0.0108912 -0.009517 0.0267432 0.00880165 0.0228422 -0.00798866 -0.0324133 0.000192978 0.0214588 -0.000380711 -0.00218023 0.0145512 0.0336705 internal_weight=939.139 392.682 546.457 215.357 249.287 245.198 60.6303 156.247 52.3268 103.92 23.9695 47.6214 16.3696 31.2518 41.5553 36.5301 2.58316 33.947 79.9503 1.86575 297.17 11.6487 13.009 5.02514 184.567 4.8483 179.719 177.325 9.17239 3.54534 internal_count=21859 11743 10116 6478 5047 4963 1175 4256 1478 2778 442 900 249 651 1127 968 62 906 2336 45 5069 216 275 159 3788 116 3672 5265 169 63 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=3 0 4 0 3 3 0 1 3 8 8 8 4 0 2 3 8 0 3 1 2 3 3 3 4 3 2 3 2 2 split_gain=15.2497 2.21827 3.7678 1.67758 1.80496 1.62342 0.959833 0.999561 1.08295 1.18794 0.925147 1.76805 1.57129 1.92694 1.36325 1.03301 1.09478 1.53653 1.04738 1.00605 1.11888 1.11821 1.11659 2.22844 1.62573 1.92806 1.59387 1.44417 1.39167 1.29529 threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 11.683333333333335 3.4722222222222228 1.5000000000000002 0.18333333333333338 2.2250000000000005 2625.0000000000005 3185.0000000000005 2450.0000000000005 2.5000000000000004 8.5000000000000018 0.10555555555555557 10.763888888888891 1350.0000000000002 2.5000000000000004 8.4142857142857164 1.0000000180025095e-35 0.18333333333333338 8.5357142857142865 6.6125000000000007 6.8166666666666673 2.5000000000000004 7.7638888888888902 0.13392857142857145 8.1547619047619069 0.18333333333333338 0.2678571428571429 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 10 4 -4 6 -1 8 -8 -10 11 15 13 -13 -15 16 19 18 -18 21 -21 22 28 -24 29 -26 27 -27 -3 -25 right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=0.0046093213554309342 -0.002066225266845047 0.030960881569707405 -0.010161451593501902 -0.041758785029125223 -0.022573405960044524 0.004246655511419734 0.043222154647854776 0.0093501748009608716 0.014444938853662407 0.055641381838288317 -0.050716867477826215 0.094157989032306932 0.0060583410632134103 0.060443112175949325 -0.052980367310194447 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24 174 1406 50 33 191 110 45 19 98 28 23 25 39 33 internal_value=-8.62915e-05 -0.00648408 -0.00917077 -0.0136242 -0.0127973 0.00626997 0.0105353 0.0132115 0.0194202 0.0165743 -0.00189078 -0.00146121 0.0220661 0.0550421 0.00440048 -0.00317989 -0.00268837 -0.00637463 0.0104014 0.00466954 -0.010217 0.00968588 0.0148781 0.0206428 0.0108587 -0.000634685 0.0256095 0.00154371 -0.00901371 0.0385925 internal_weight=937.498 467.223 290.535 180.262 175.115 470.275 151.306 104.234 39.9684 35.6999 110.273 109.312 7.44162 2.43191 1.05981 101.87 100.908 67.2278 11.3456 33.6806 8.48888 25.1917 20.2678 16.3281 12.7507 9.01478 3.9398 2.50522 3.9397 3.73588 internal_count=21859 13524 8271 5796 5556 8335 2484 1597 607 546 2475 2457 137 65 47 2320 2296 1630 224 666 224 442 332 271 226 174 76 53 61 52 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 3 3 0 0 0 4 4 3 8 2 8 3 3 8 8 2 8 3 8 8 1 2 2 8 8 split_gain=13.9484 3.73761 2.26096 2.03115 1.64506 1.75282 1.34311 2.24805 1.39828 1.08487 1.535 1.05358 1.53724 0.974619 1.63131 1.07184 1.29231 0.952595 1.17061 2.47346 1.20671 0.90787 0.897599 0.892359 1.27004 1.14481 1.23531 0.933986 0.887355 0.869379 threshold=7.2678571428571432 17.500000000000004 5.5277777777777786 10.950000000000001 5.354166666666667 4.8166666666666673 4.9500000000000011 9.5000000000000018 3.5000000000000004 3.5000000000000004 5.5000000000000009 4.5000000000000009 9.4142857142857164 1350.0000000000002 0.5634920634920636 1750.0000000000002 5.2111111111111121 9.4142857142857164 2870.0000000000005 2985.0000000000005 0.43650793650793657 2985.0000000000005 8.9500000000000011 1075.0000000000002 1175.0000000000002 0.21111111111111114 0.58571428571428574 0.2678571428571429 1250.0000000000002 1175.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 9 5 -1 -7 8 -8 11 17 12 -2 -10 15 16 -15 18 20 -20 -11 -13 -23 27 -25 26 -26 -4 -19 -5 right_child=1 -3 23 29 -6 6 7 -9 13 10 -12 21 -14 14 -16 -17 -18 28 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0079594407577580212 -0.0017973194176545853 -0.0019713957102447297 0.0074736490691434346 0.0022162457818388805 0.020341369592494898 -0.028937417903105694 0.0037893346307691076 0.031880742415792598 0.00933338856531357 -0.011544698575588376 -0.031979156090310996 -0.0095080884548961048 0.03471807316393135 -0.013102883497971313 -0.065471802631279122 -0.0015589160736364939 -0.062286606818557348 0.00010557975337124832 0.062160087976230897 -0.037960837181469066 0.054792874746175529 -0.0052953898663266868 0.064113344949208756 -0.030415784502415846 0.00080818630039878421 -0.014746838064807935 0.03988460044742375 0.05795015028701328 -0.0458702433867497 -0.021589958874489328 leaf_weight=298.23376060347783 20.668786288791186 176.84996031231037 3.1495439712889484 4.1337798797758287 22.189050908946228 4.0419244180138767 36.673754667710227 5.3239370743176542 4.1185687118369882 32.797529134091803 10.349474670722996 76.900828186831973 3.3493020088644689 4.2115738923907911 1.6218802221992508 8.8685081884000265 1.9557588182506149 1.5384846946108144 1.6396806799457402 0.98891993954021007 0.70016284473240276 1.046203464269637 0.83960613608360279 3.4839330055076507 138.4639416889745 11.941305330903559 2.0524787403992368 1.2925269709667189 3.3019296878774185 53.065147297505064 leaf_count=5069 384 5265 74 161 401 84 682 173 58 891 351 2291 58 74 24 140 38 43 37 25 15 23 22 73 2922 239 32 33 116 2061 internal_value=-8.4025e-05 -0.00733459 0.00505538 -0.011823 0.00712298 0.00631952 -0.00100031 0.000798521 -0.00208189 -0.00883666 -0.0147742 -0.00587285 0.00329472 -0.0124456 -0.0178304 -0.0126914 -0.0286998 -0.0104277 -0.00763685 0.0244931 -0.0101581 -0.00866759 0.025607 6.32522e-05 -0.000566212 0.000115904 0.00137896 0.022161 -0.0312572 -0.0198695 internal_weight=935.792 388.17 547.622 211.32 387.239 365.05 66.8159 62.774 57.45 154.121 51.3162 102.805 24.0181 20.7763 16.6577 15.0358 6.16733 40.9667 36.1263 2.6286 33.4977 78.7866 1.88581 160.384 155.942 152.458 140.516 4.44207 4.84041 57.1989 internal_count=21859 11743 10116 6478 6743 6342 1273 1189 1016 4256 1478 2778 442 334 276 252 112 1127 968 62 906 2336 45 3373 3266 3193 2954 107 159 2222 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=3 3 2 3 8 8 8 1 8 1 8 3 3 4 1 2 3 2 3 4 0 1 0 3 1 3 1 8 0 8 split_gain=12.6298 3.43613 2.07037 1.93896 1.5604 1.40594 1.84939 1.55192 2.23584 1.18755 1.09016 1.44596 2.42845 1.14805 1.73558 1.33378 1.52752 1.18478 1.05868 1.01214 1.38183 0.988534 1.10478 1.05847 0.971296 0.968647 1.51325 0.93049 1.09734 1.03306 threshold=7.2678571428571432 17.500000000000004 0.61250000000000016 11.683333333333335 1075.0000000000002 2250.0000000000005 1950.0000000000002 0.29285714285714287 3050.0000000000005 0.38750000000000007 1650.0000000000002 6.8166666666666673 6.7638888888888902 4.5000000000000009 0.10555555555555557 0.29285714285714287 3.9500000000000006 0.41428571428571431 4.8166666666666673 4.5000000000000009 5.5000000000000009 0.13392857142857145 5.5000000000000009 8.7071428571428573 0.69047619047619058 3.2678571428571432 0.41428571428571431 1175.0000000000002 1.5000000000000002 2625.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 19 -1 6 10 8 -7 -9 11 12 13 14 -6 18 17 -17 -16 21 -21 -2 23 -23 -4 -12 -27 28 -5 -29 right_child=1 -3 24 27 5 7 -8 9 -10 -11 25 -13 -14 -15 15 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.022909276554161834 -0.00080072313365979735 -0.0018751805632646387 0.010994719188102187 0.02263082874460547 0.0060668281852747884 0.019179886779584755 -0.017903655198974043 0.087610925097196271 -0.011946648481114017 0.022042181173191205 0.020706417412000012 -0.014653824648226897 0.066190067401980371 -0.0097793056548276438 0.011884341166865495 -0.054065454193055563 0.004263032933761182 -0.010720690350166625 -0.040847948133837179 -0.010780125756504787 -0.039428436096018149 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0.00235533 0.00148296 0.0128976 0.00906826 0.0475852 0.00215861 -0.000631359 0.000860723 0.000265616 0.00211201 -0.00628093 -0.0028023 -0.0176734 -0.0291755 -0.00915002 -0.01187 -0.00378182 -0.018007 -0.00866857 0.00965264 0.00502258 0.00410522 -0.0218962 0.00600657 -0.0242092 internal_weight=934.3 385.97 548.33 209.336 391.644 382.181 352.973 29.2085 26.3046 2.9039 341.085 172.775 156.158 154.749 130.72 41.8679 36.3456 11.7063 5.52239 173.294 115.016 58.2772 10.0969 7.65613 156.686 168.311 159.01 36.0424 2.75912 33.2833 internal_count=21859 11743 10116 6478 7531 7319 6828 491 439 52 6586 3271 2844 2819 2335 865 740 210 125 4937 3563 1374 243 166 2585 3315 3181 1541 110 1431 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=3 3 3 3 3 3 3 0 0 2 1 0 8 0 8 0 3 0 3 3 3 3 8 2 8 3 8 0 8 3 split_gain=11.4338 3.15529 1.91541 1.81904 1.4994 1.50283 1.23604 1.98723 1.27903 0.957023 1.44029 1.23149 2.3234 1.81846 1.3528 1.18281 1.80959 1.64061 1.42761 1.03744 0.943587 1.45935 0.890102 1.5416 0.980934 1.22898 0.867658 1.0149 0.963835 1.73429 threshold=7.2678571428571432 17.500000000000004 5.5277777777777786 11.683333333333335 5.354166666666667 4.8166666666666673 4.9500000000000011 9.5000000000000018 3.5000000000000004 0.11805555555555557 1.0000000180025095e-35 3.5000000000000004 2900.0000000000005 5.5000000000000009 1250.0000000000002 6.5000000000000009 7.6125000000000007 7.5000000000000009 8.6125000000000025 8.4142857142857164 8.1547619047619069 8.6833333333333353 1350.0000000000002 0.5634920634920636 1750.0000000000002 5.2111111111111121 1175.0000000000002 1.5000000000000002 2625.0000000000005 12.775000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 9 5 -1 -7 8 -8 11 15 -2 14 -14 20 16 -11 -17 19 -18 -13 -22 -10 24 25 -24 27 -5 -28 -30 right_child=1 -3 -4 26 -6 6 7 -9 22 10 -12 12 13 -15 -16 17 18 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 29 -31 leaf_value=0.0071943781445113113 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8.7909480763228185 1.3784483751096559 5.1299253979523192 1.8921436305026862 1.6413520724745465 4.5347778516079416 4.1882154123609352 1.5788191994070064 8.8782860871356188 1.8996529509167883 30.726143890499429 0.57290810695849348 0.65277638658881088 1.2332082986831663 leaf_count=5069 3107 5265 3373 78 401 84 682 173 58 83 355 55 19 27 740 22 138 68 107 36 43 137 74 24 140 38 1362 32 27 42 internal_value=-8.01108e-05 -0.00669917 0.00454987 -0.0108792 0.00644832 0.00568017 -0.00109885 0.000615456 -0.00211063 -0.00875637 -0.00137643 -0.0106402 -0.0191076 0.0299933 -0.0227254 0.00626594 0.00233489 0.039962 0.0100678 0.0204784 -0.00603558 -0.0165333 -0.0120579 -0.0172439 -0.0122867 -0.0277452 -0.0212045 0.00566377 -0.0234862 0.0112087 internal_weight=932.73 383.901 548.828 207.474 388.392 366.014 66.8282 62.8346 57.436 172.092 34.9962 137.096 32.6991 2.24393 30.4552 22.3238 19.9916 2.33226 15.813 10.6831 8.68078 6.17613 20.6803 16.545 14.9662 6.08787 35.3817 2.76956 32.6121 1.88598 internal_count=21859 11743 10116 6478 6743 6342 1273 1189 1016 4937 809 4128 1021 46 975 454 364 90 281 174 235 180 334 276 252 112 1541 110 1431 69 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=3 3 2 3 8 8 8 8 8 3 3 4 1 2 3 2 0 3 8 8 2 3 3 3 1 1 1 3 3 1 split_gain=10.3533 2.89802 1.78364 1.70439 1.39733 1.25102 1.72358 1.39924 1.16493 1.28456 2.13593 1.02203 1.55693 1.22454 1.41643 1.10502 0.989227 1.42598 1.19965 2.68294 1.48985 1.16802 0.980019 0.973825 1.5982 0.972845 0.942189 0.934271 1.02872 0.898794 threshold=7.2678571428571432 17.500000000000004 0.61250000000000016 10.950000000000001 1075.0000000000002 2250.0000000000005 1850.0000000000002 3340.0000000000005 1650.0000000000002 6.8166666666666673 6.7638888888888902 4.5000000000000009 0.10555555555555557 0.29285714285714287 3.9500000000000006 0.41428571428571431 3.5000000000000004 8.9500000000000011 2855.0000000000005 2985.0000000000005 0.11805555555555557 10.683333333333335 4.8166666666666673 3.0500000000000003 0.41428571428571431 0.29285714285714287 0.23611111111111113 5.3166666666666673 2.9500000000000006 0.13392857142857145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 16 -1 6 8 25 9 10 11 12 -6 22 15 -15 -2 18 20 -20 -18 -19 -14 -10 -25 -7 27 28 29 -4 right_child=1 -3 26 -5 5 7 -8 -9 23 -11 -12 -13 13 14 -16 -17 17 21 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.021409834771127182 -0.0048520480984118909 -0.0016963071220231043 0.014584421732224321 -0.01799986337854843 0.005530580222625499 0.013066492712256572 -0.01297541799770096 -0.016439984875798858 0.023046803097864971 -0.01406004090067791 0.060975849670974629 -0.0094392348980070224 0.010809075447220907 -0.05277272854645032 0.0039163416749022724 -0.010559778943318566 -0.021177702357695033 -0.03044280270825217 0.064455010720154429 -0.038426594686696305 6.9999012336044328e-05 0.029816361063914595 -0.039863885102059231 0.0051102071568892779 -0.027781610534181624 0.04699008427427899 0.0045490056035296491 0.047529899638893501 0.0065471590548705346 0.036919497298494065 leaf_weight=9.5460533266378302 101.10779054386262 176.23212720321391 32.894596062977797 54.649783321982113 89.156466927790916 23.292619227249823 20.166444148384926 3.7809370942413798 7.2532590791597604 16.453650731898279 1.4525764325517219 23.933268100819532 1.2355352914063349 1.8411555577734748 24.716156216266199 9.8143038322109799 16.756439691746664 13.393850257743846 1.6190255588735447 1.0412220273428827 16.251650264519412 0.85552924421790599 4.1898042447367061 149.4662415692419 3.7867001576641988 2.3242786740884176 70.876596016584102 1.8448654636740673 46.225614160697205 5.2189112661726531 leaf_count=212 2778 5265 532 2222 1470 397 421 55 100 427 25 484 23 28 530 182 505 460 39 26 417 31 102 2958 78 39 1159 26 781 87 internal_value=-7.8403e-05 -0.00640163 0.00431654 -0.0104334 0.00251429 0.00204316 0.0012189 0.0119537 0.00207773 -0.00077122 0.000627339 6.13713e-05 0.00179772 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threshold=5.5277777777777786 7.2678571428571432 15.500000000000002 11.683333333333335 5.354166666666667 4.8166666666666673 2625.0000000000005 12.775000000000002 2.5000000000000004 1650.0000000000002 4.9500000000000011 9.5000000000000018 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.13392857142857145 5.5000000000000009 8.7071428571428573 2625.0000000000005 1.5000000000000002 5.4722222222222232 2.5000000000000004 9.5000000000000018 1350.0000000000002 0.5634920634920636 1750.0000000000002 5.2111111111111121 0.15476190476190479 1175.0000000000002 2.4722222222222228 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 3 13 5 28 8 -8 9 -5 -7 12 -12 15 -15 -3 17 -17 20 -11 21 22 -6 -14 25 26 27 -25 29 -1 right_child=1 2 -4 6 18 10 7 -9 -10 19 11 -13 23 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.048527901490056091 -0.00014216520635929337 -0.00017261175961979947 -0.0016853427252428372 -0.010156716577017137 0.058617440834516601 -0.027197621898578751 -0.054365069986924933 0.059542027530116073 -0.048639429638655279 -0.022799461104412638 0.0031877876604476823 0.027616366675315154 0.0081185250097913809 -0.0095205004332825239 -0.038202868078682367 -0.017694175685632554 -0.046333231745084268 0.02488764530378107 0.060354568624037701 -0.054033878767828072 0.0096516455793662533 -0.0081658134197096725 0.0049120906047020324 -0.028083459126201318 -0.063024343607139682 -0.0018247504203603129 -0.059982744748546757 0.020490263951079557 0.0059936674664437892 0.011360074253803681 leaf_weight=2.4921315430695463 160.49475325304365 47.718414613963915 179.4200351064249 14.368081974891661 3.1375713446250346 3.9449976075229634 0.61436762847006221 1.0873648235574362 4.4964758307432922 7.2123495111882203 36.832975041817235 5.4638432914525756 4.1496883963836266 108.11990945851952 4.1136774178476108 5.6772124751296342 2.3163285315895337 1.818494798033498 1.1295247836969782 3.075017970079557 15.798801934924995 1.2002556770021326 1.2832286304183069 2.7985872908263927 1.5343869489443012 8.8896137780211557 1.8437704719508472 1.3669298369495662 288.18887933218491 9.2822696153884845 leaf_count=47 3373 1131 5411 644 46 84 27 37 165 387 682 173 58 3348 215 126 77 40 18 135 274 16 47 47 24 140 38 27 4853 169 internal_value=-7.63418e-05 -0.00434082 -0.00611396 -0.0100746 0.0058442 0.00511001 -0.0215173 0.0184187 -0.0238486 -0.0193274 -0.00118822 0.000443574 -0.00214226 -0.00799501 -0.0105718 -0.00296809 -0.0165632 -0.00736362 0.0177865 -0.0321358 0.0155418 0.0320969 0.0430284 -0.0116803 -0.0166798 -0.011907 -0.0268218 -0.0121438 0.00651311 0.0192269 internal_weight=929.87 540.532 380.038 200.618 389.337 366.788 30.8537 1.70173 29.1519 24.6554 66.8248 62.8798 57.416 169.764 112.234 57.5305 9.81204 7.49571 22.5494 10.2874 21.4199 5.62106 4.4208 20.583 16.4333 14.8989 6.00929 4.16552 299.963 11.7744 internal_count=21859 15116 11743 6332 6743 6342 1395 64 1331 1166 1273 1189 1016 4937 3563 1374 243 166 401 522 383 109 93 334 276 252 112 74 5069 216 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=3 3 3 8 4 0 2 8 0 3 1 3 3 0 8 1 1 3 8 3 3 1 2 3 3 3 3 3 3 4 split_gain=8.50021 1.34565 2.46046 1.65794 1.2738 1.63676 1.06667 0.919222 1.37081 0.876836 0.854784 0.872413 1.09056 0.84461 0.823277 0.815929 0.880845 0.802846 1.524 1.43964 1.12061 0.798483 1.0971 0.898404 1.19283 0.889992 1.04441 1.5928 1.46548 1.37979 threshold=6.3166666666666673 17.500000000000004 10.950000000000001 2450.0000000000005 4.5000000000000009 5.5000000000000009 0.61250000000000016 1350.0000000000002 2.5000000000000004 8.4142857142857164 0.69047619047619058 5.4722222222222232 5.2111111111111121 2.5000000000000004 1500.0000000000002 0.11805555555555557 0.15476190476190479 7.6125000000000007 2985.0000000000005 7.9500000000000011 6.9500000000000011 1.0000000180025095e-35 0.18333333333333338 6.5277777777777786 8.7071428571428573 8.5357142857142865 6.6125000000000007 6.8166666666666673 7.2678571428571432 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 7 13 15 21 9 -9 11 12 -8 -6 -3 -1 -17 18 20 -19 -5 25 -23 -24 -25 26 -2 -28 -29 -30 right_child=1 14 -4 17 5 -7 10 8 -10 -11 -12 -13 -14 -15 -16 16 -18 19 -20 -21 -22 22 23 24 -26 -27 27 28 29 -31 leaf_value=0.0045009838935654257 -0.009377664392807513 -0.0052255471675342318 -0.016797391857739801 0.01111471540007907 -0.0056708917196599089 -0.045830341958330523 0.0092700948874022259 0.0033738691482153686 -0.0087243267657630685 0.037999428993634718 -0.0027934154402237087 -0.026504782280309058 0.056106596426635895 -0.01521642460227153 0.0016368302266041317 -0.017662528910792046 0.00035297752086421263 -0.058819902660442104 -0.008587327640009303 0.0061071322575312614 0.056518844289827279 -0.049665778446534026 0.042479917688144353 -0.018108207863943935 0.042790478877671463 -0.010235635715475349 0.047931963468417327 -0.019119844683011429 0.049592968160352691 0.0081348727065129224 leaf_weight=230.69983073556227 3.9546746720279833 81.171930045064272 53.122173353621633 2.4430444837780687 70.142275222158105 3.0757649991583085 137.04134421926653 9.0347514177656176 54.864095290553905 2.2922616405967338 16.43822290698165 1.6846594535745669 1.2542282504728053 34.607341607670946 94.689322097847338 7.4208244665906014 79.181734099526864 0.94240009391796675 2.8663309243274853 9.0787170322691946 3.0624743532971479 1.3680327154579552 1.0274892711313439 4.9345758456984186 0.96062158793210972 4.7995418604405122 3.7379423213224099 3.0953953337443627 2.853440788574515 6.7650884370523272 leaf_count=4056 61 2413 2222 35 2180 177 2189 174 1407 50 337 29 18 972 2852 190 1516 27 60 229 59 34 32 137 22 110 45 58 40 128 internal_value=-7.4348e-05 -0.00495611 -0.00711506 -0.00483825 -0.00611349 -0.00988017 0.00461335 -0.00203934 -0.0054549 0.0103811 0.00799258 0.0092592 0.00969486 -0.00882456 -0.00153062 0.00294752 -0.00119074 0.00954931 0.0209783 1.30164e-06 0.036371 0.00470993 -0.00875046 -0.000664945 -0.00818478 0.00913729 0.0136937 0.0192396 0.0108039 0.0204339 internal_weight=928.611 454.89 279.028 225.906 207.513 107.825 473.721 99.6879 66.1911 11.327 156.418 139.98 138.296 104.75 175.861 317.302 86.6026 18.393 8.37185 10.0211 5.50552 33.4968 8.29072 6.92269 5.8952 25.2061 20.4065 16.4519 12.7139 9.61853 internal_count=21859 13524 8259 6037 5627 3329 8335 2298 1631 224 2573 2236 2207 3152 5265 5762 1706 410 154 256 94 667 225 191 159 442 332 271 226 168 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=3 4 3 3 8 3 0 8 0 1 4 8 8 8 1 3 3 1 3 3 3 0 2 8 3 8 8 3 8 4 split_gain=7.75136 2.27862 1.69986 1.39149 1.07381 1.83376 1.29797 1.12038 0.847562 0.760099 1.13955 1.00235 0.883849 0.877579 0.931702 0.851107 1.57438 1.09717 0.793007 0.743441 1.94922 2.06229 1.63821 1.23205 1.09472 1.18262 0.779133 0.742497 1.25746 2.52081 threshold=7.2678571428571432 15.500000000000002 11.683333333333335 4.2678571428571432 2625.0000000000005 12.775000000000002 2.5000000000000004 1650.0000000000002 1.5000000000000002 0.13392857142857145 2.5000000000000004 1850.0000000000002 2885.0000000000005 1950.0000000000002 0.2678571428571429 4.2111111111111121 4.0500000000000007 1.0000000180025095e-35 3.6125000000000003 3.7071428571428577 3.8452380952380958 4.5000000000000009 0.61250000000000016 1350.0000000000002 3.6125000000000003 1750.0000000000002 1350.0000000000002 11.414285714285716 1250.0000000000002 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 27 9 6 -6 7 -4 -9 10 15 19 -12 14 -13 16 -1 -18 -14 24 -21 23 26 -22 -11 -26 -23 -2 -29 -30 right_child=1 -3 4 -5 5 -7 -8 8 -10 11 12 13 18 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.012378697813917513 -0.0079124624476241724 -0.0015140984953625331 -0.0090263782468383742 0.0014568774666400715 -0.054066069108035832 0.055488421237261699 -0.048080526756764233 -0.02156859651274029 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3.7738106417054951 1.7006794530898321 0.6981776044412985 2.3426613650517538 leaf_count=1197 4792 5411 644 6000 27 37 165 387 135 1338 861 15 22 174 30 31 18 37 23 77 28 23 27 67 27 26 95 45 18 82 internal_value=-7.2341e-05 -0.00560014 -0.00930209 0.00370852 -0.0202919 0.0182661 -0.022623 -0.0180973 -0.0310098 0.00651448 0.00913948 0.00356132 0.0033656 0.0157088 0.0454681 0.0129415 0.0137591 0.0510946 0.0308808 0.00177304 -0.00798786 0.00128144 -0.0195786 0.0207669 0.00366672 0.0307041 -0.00620065 -0.00734502 0.0121593 -0.00709701 internal_weight=927.204 376.599 197.586 550.606 29.8674 1.70273 28.1647 23.9135 9.86733 245.129 129.775 115.354 51.5259 14.8026 2.12216 78.2489 76.3716 2.72294 2.76213 100.552 16.338 12.6842 6.126 6.55816 84.2136 3.58445 4.83237 167.718 4.74152 3.04084 internal_count=21859 11743 6332 10116 1395 64 1331 1166 522 4116 2189 1927 906 219 45 1283 1252 55 45 1708 317 240 145 95 1391 53 118 4937 145 100 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=3 3 3 4 3 3 3 0 0 8 8 8 0 8 2 1 2 0 8 0 8 0 3 3 3 3 8 3 3 2 split_gain=7.09019 1.26595 1.18505 2.08846 1.92654 1.0861 1.02653 1.5826 1.03912 0.754699 0.750304 2.31131 1.07921 1.02849 0.741335 1.19413 1.03426 1.029 1.95344 1.50311 1.33235 1.01994 0.863218 1.47238 0.86126 0.860768 1.16662 0.980261 1.09478 0.947829 threshold=5.5277777777777786 5.354166666666667 7.2678571428571432 14.500000000000002 11.683333333333335 4.8166666666666673 4.9500000000000011 9.5000000000000018 3.5000000000000004 2625.0000000000005 2625.0000000000005 2885.0000000000005 2.5000000000000004 1650.0000000000002 0.11805555555555557 0.13392857142857145 0.15476190476190479 3.5000000000000004 2900.0000000000005 5.5000000000000009 1250.0000000000002 5.5000000000000009 8.1547619047619069 8.6833333333333353 8.7071428571428573 7.6125000000000007 1250.0000000000002 8.5357142857142865 8.4142857142857164 0.41428571428571431 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -2 4 14 -1 -7 8 -8 -3 12 -12 13 -6 17 16 -16 -4 20 -20 22 24 -19 -24 -17 26 -18 28 -27 -28 right_child=2 9 3 -5 10 6 7 -9 -10 -11 11 -13 -14 -15 15 21 25 18 19 -21 -22 -23 23 -25 -26 27 29 -29 -30 -31 leaf_value=0.0056267211682429407 -0.00021090466743031429 0.014399090646875569 -0.0062826246476318974 -0.0015134663458348677 -0.0096189251997857612 -0.026317794512068733 0.0026724365477354822 0.025679729751291992 -0.011361881713324744 0.055929194666898788 0.064481441731387354 -0.054800792408331092 -0.047590097311308588 -0.032622243283793026 0.04510638067468685 -0.016454616644262617 0.018956037525025674 0.021533820906268722 -0.017493238081016976 0.064165731671264853 -0.027112622110158881 -0.045361708388595448 -0.056305216586973975 0.001054912257621106 0.022886140291534532 0.0098584435517156104 -0.045741798325208041 -0.008715551766663358 0.052348099288215127 0.01248761728534626 leaf_weight=300.8712714354981 160.49711191866862 21.577416001411624 101.39822275298073 182.54127136671403 11.649845111542627 3.8976533020304478 36.977528655466813 5.5266097375279051 20.502072344144381 1.1523467740043987 0.90520955622196086 0.73656451422721148 4.0255112628619818 8.3361689691986367 1.5307596443299214 5.5442017359164293 1.7350541249470577 2.4555615526333039 1.0153996180742972 1.2663588436844291 20.386151427973459 2.1994933365403995 1.5101075067068448 4.3170578907447634 1.8572279729414729 10.257367346272076 2.7253639579994346 5.9178936170646912 1.7789326215570334 0.93985473893553706 leaf_count=5069 3373 383 3107 5597 537 84 682 173 334 18 26 36 163 447 36 126 34 55 19 27 740 77 43 137 40 210 83 148 36 19 internal_value=-7.02941e-05 0.00505317 -0.00380631 -0.00534499 -0.00897852 0.00434543 -0.00141663 0.000123795 -0.00233338 0.0165046 -0.0217349 0.0109667 -0.0239709 -0.0192136 -0.00701704 -0.000487666 0.00529141 -0.0087184 -0.0166983 0.0278269 -0.0202421 -0.0154668 -0.00333166 -0.0138099 -0.00658291 0.00268176 -0.0148209 0.00794621 0.0161383 -0.0308103 internal_weight=926.032 390.505 535.527 375.03 192.488 367.775 66.9039 63.0062 57.4796 22.7298 25.6533 1.64177 24.0115 19.986 166.835 34.4861 24.8852 132.349 30.9506 2.28176 28.6689 9.60092 8.28273 5.82717 7.40143 23.3545 5.40027 17.9542 12.0363 3.66522 internal_count=21859 6743 15116 11743 6146 6342 1273 1189 1016 401 1209 62 1147 984 4937 809 566 4128 1021 46 975 243 235 180 166 530 136 394 246 102 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=3 3 3 2 1 3 4 3 4 8 8 3 0 0 8 3 0 3 2 8 4 2 0 1 2 8 3 0 0 4 split_gain=6.40642 1.14048 1.3116 1.27786 1.13305 1.07937 1.91488 1.48702 0.969649 1.10911 0.933387 1.81646 1.21926 1.20222 1.07556 0.929285 1.44046 1.17287 0.902507 1.61025 0.930555 1.73392 0.794346 0.713731 0.709497 0.707759 0.983049 0.759302 1.61219 0.688664 threshold=5.5277777777777786 5.3166666666666673 4.8166666666666673 0.5277777777777779 0.35416666666666669 7.2678571428571432 15.500000000000002 11.683333333333335 4.5000000000000009 1750.0000000000002 2250.0000000000005 12.775000000000002 1.5000000000000002 2.5000000000000004 1650.0000000000002 4.9500000000000011 9.5000000000000018 5.2111111111111121 0.41428571428571431 1250.0000000000002 2.5000000000000004 0.29285714285714287 1.5000000000000002 0.21111111111111114 0.58571428571428574 1175.0000000000002 2.4722222222222228 3.5000000000000004 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 25 8 15 23 7 29 18 -10 13 -12 -13 14 -9 -4 17 -17 19 -3 21 -21 -16 24 -2 26 -1 -28 -29 -7 right_child=5 3 4 -5 -6 6 -8 10 9 -11 11 12 -14 -15 22 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.045181919005382182 0.00031239771844583826 0.028906726775752057 -0.025336525517763865 0.059444345898190823 -0.042388050931348079 -0.0022455810769772596 -0.0013654590984163491 -0.0082874002364005141 0.015068529005984292 0.074611896849126211 -0.053898555952028186 -0.0034377471372679033 0.093526650230920549 -0.047195941064237593 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19 32 23 20 162 381 774 171 79 137 30 91 122 133 249 39 4853 106 40 23 3563 internal_value=-6.8689e-05 0.00479418 0.00400414 0.0140249 -0.00282177 -0.00362976 -0.00510355 -0.00853306 0.011743 0.0370178 -0.0190056 0.0143688 0.0484253 -0.0214273 -0.0170943 -0.0016057 0.000108331 -0.00269821 0.00847517 0.00200949 -0.00652233 0.00466514 -0.0303441 -0.000200382 0.000763832 0.00533797 0.0173271 0.00986678 0.0278167 -0.00671031 internal_weight=924.875 390.975 360.15 30.8243 58.8716 533.9 373.421 194.749 29.3498 3.36026 28.8711 1.95322 1.30313 26.9179 23.0432 57.1161 53.2686 47.7098 25.9895 17.5422 13.3178 7.7587 9.20076 160.479 148.096 301.279 11.8265 9.32817 3.61092 165.877 internal_count=21859 6743 6213 530 1144 15116 11743 6332 505 55 1395 75 43 1320 1158 1108 1024 853 450 313 243 152 514 3373 3124 5069 216 169 63 4937 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=3 3 3 2 1 3 4 3 4 8 3 0 3 2 8 4 8 1 3 8 4 3 8 2 1 2 0 8 8 0 split_gain=5.7863 1.01989 1.18246 1.13398 1.04929 0.981559 1.75846 1.69437 0.851565 0.946102 0.850496 1.29042 1.07512 0.808539 1.43924 0.84834 1.54798 1.11866 0.68676 1.09575 2.23587 0.956049 0.675128 0.67173 0.949104 0.846695 1.17474 0.903647 0.742402 0.671369 threshold=5.5277777777777786 5.3166666666666673 4.8166666666666673 0.5277777777777779 0.35416666666666669 7.2678571428571432 14.500000000000002 11.683333333333335 4.5000000000000009 1750.0000000000002 4.9500000000000011 9.5000000000000018 5.2111111111111121 0.41428571428571431 1250.0000000000002 2.5000000000000004 1750.0000000000002 1.0000000180025095e-35 11.414285714285716 1250.0000000000002 7.5000000000000009 11.236111111111112 3340.0000000000005 0.35416666666666669 0.10555555555555557 0.41428571428571431 2.5000000000000004 1500.0000000000002 2250.0000000000005 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 29 8 10 22 7 18 13 -10 -4 12 23 14 -3 16 -16 -18 21 -20 -21 -7 -2 24 28 -25 -27 -28 -12 -1 right_child=5 3 4 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=0.0059814298014079087 0.00012246594079571823 0.027144011161871012 -0.024385662419871404 0.055778955437609128 -0.041204140771420782 -0.0065461779865484022 -0.0013606294095525808 -0.020438416124732225 0.0142165227686053 0.068593136200545857 -0.0032839747356313352 0.022798559851044578 -0.026006265801460343 0.02069202050388853 -0.022888507701974661 -0.021233035327900208 0.051566723897596624 0.001915497914593983 0.043849018781759452 0.069914413805822473 -0.030733427455886825 -0.042801923048210323 -0.033788450189484016 0.036220153873973621 -0.035915129535862782 0.025962699503054371 0.01094578294293079 -0.027620251179804253 0.037880589220465943 -0.0010059156598861987 leaf_weight=262.0666475967667 158.95581094208893 4.2725166322416142 3.7988879488821103 1.492362434422829 1.716611752683092 158.46973146112185 182.17192761355045 24.746321844124395 2.1359122535213824 1.2789020631462333 27.760407354175193 5.60340955893298 4.4368841211071404 8.4930772458192241 3.1136888584878744 5.5071812412788859 1.9468540241941807 2.7184874044396565 1.7446768283843983 0.73115597397554699 2.2493482208665228 1.8394100884506759 1.4814111221348856 2.42843443010588 2.1741986691343405 3.5802624783682386 2.7848747200705475 3.3412527779873926 1.1402883175760496 39.568244969892021 leaf_count=4056 3351 70 84 25 36 4734 5597 1209 36 19 518 171 79 137 67 91 29 56 45 18 82 58 22 36 44 59 40 55 22 1013 internal_value=-6.67122e-05 0.00454881 0.0038007 0.0132576 -0.00268789 -0.00345958 -0.00486959 -0.00823786 0.0111041 0.0345814 -0.00152893 0.000101681 -0.00256755 0.00802672 0.00190057 -0.0062171 0.00441346 0.022635 -0.00640843 0.0123785 -0.00604322 -0.00696218 -0.000190653 -0.000160806 -0.00405653 0.00981538 0.00320919 -0.0100885 -0.00165981 0.00506483 internal_weight=923.749 391.359 360.4 30.959 58.7655 532.39 371.953 189.781 29.4666 3.41481 57.0489 53.25 47.6466 26.0518 17.5587 13.2862 7.77903 4.66534 165.034 4.72518 2.9805 160.309 160.437 43.2097 31.0749 12.1348 9.70639 6.12613 28.9007 301.635 internal_count=21859 6743 6213 530 1144 15116 11743 6146 505 55 1108 1024 853 450 313 243 152 85 4937 145 100 4792 3373 774 584 190 154 95 540 5069 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=3 3 3 2 1 3 4 3 3 0 3 4 8 2 8 4 2 2 1 2 8 8 0 8 0 0 2 1 0 8 split_gain=5.22548 0.914044 1.06671 1.00922 0.971473 0.892163 1.60653 1.5785 0.77796 1.15715 0.984889 0.749835 0.813654 0.724449 1.28786 0.773058 1.51021 0.661495 0.648008 0.678574 0.645269 2.12353 1.05069 0.951015 0.714439 0.638332 0.638118 1.09365 0.981038 1.7848 threshold=5.5277777777777786 5.3166666666666673 4.8166666666666673 0.5277777777777779 0.35416666666666669 7.2678571428571432 14.500000000000002 11.683333333333335 4.9500000000000011 9.5000000000000018 5.2111111111111121 4.5000000000000009 1750.0000000000002 0.41428571428571431 1250.0000000000002 2.5000000000000004 0.29285714285714287 0.35416666666666669 0.21111111111111114 0.64583333333333337 2625.0000000000005 2870.0000000000005 2.5000000000000004 1650.0000000000002 1.5000000000000002 3.5000000000000004 0.11805555555555557 0.13392857142857145 3.5000000000000004 2900.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 11 8 18 7 26 -4 10 -10 13 -13 14 25 16 -16 -18 -2 -20 22 -22 23 -9 -25 -3 28 -28 -7 -30 right_child=5 3 4 -5 -6 6 -8 20 9 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.0048059632975078481 0.00073428056699085804 0.05366416825969901 -0.02346420473403495 0.052457853216243411 -0.040052529663527923 -0.0053285932066647126 -0.0012937425231275103 -0.0079879224125191904 -0.00015611003147365847 0.021497030499311752 -0.025042760124666955 0.013419081075491973 0.063359363793480575 0.01955858529470391 0.05339419914585395 -0.020362369607093964 -0.017405535535648439 0.016078474763611805 -0.0075686850017881229 -0.04908964183524752 0.090735503555064045 -0.029701177103688792 -0.046574948180697941 -0.020480013726928103 -0.053198434202425954 0.012382281404341295 0.005461397874909988 -0.014542567392594836 -0.019101785409300066 0.026711601727364667 leaf_weight=301.97714426075328 148.12780823079845 1.3732854674162904 3.7518896719357135 1.5071010034298513 1.678646008895156 99.809090718787871 182.0149033709076 11.27729572008594 43.174234671151055 5.6444405500333223 4.3787197276324141 2.1493425210937853 1.314351277425885 8.5348832026684267 1.2988529621507021 5.4568373974543647 4.210860926341411 2.2702244030369911 11.21676209493671 1.0786439040675748 0.54904485028237004 1.0978116970509288 3.6401747917079765 5.3225652056971731 2.4303133406451707 2.94357450815005 24.815713744846107 9.4286711414079019 27.910463301532562 2.3011860324331783 leaf_count=5069 3124 22 84 25 36 3107 5597 537 774 171 79 36 19 137 30 91 82 40 230 19 17 45 163 317 130 48 566 243 975 46 internal_value=-6.47062e-05 0.00431662 0.00360773 0.0125469 -0.00256406 -0.00329623 -0.00464464 -0.00787883 -0.00145904 9.29285e-05 -0.0024477 0.0105116 0.0323697 0.00760952 0.00179968 -0.00593449 0.00418521 -0.0056766 -0.000181264 -0.0112112 -0.0197682 0.0104512 -0.0219634 -0.0172556 -0.0307363 0.0255149 -0.00611878 -4.63901e-05 -0.0077181 -0.0156122 internal_weight=922.685 391.664 360.605 31.0593 58.6279 531.02 370.597 188.582 56.9493 53.1974 47.553 29.5522 3.46369 26.0885 17.5536 13.2368 7.77994 6.48109 160.423 12.2954 24.3172 1.64686 22.6703 19.0302 7.75288 4.31686 164.265 34.2444 130.021 30.2116 internal_count=21859 6743 6213 530 1144 15116 11743 6146 1108 1024 853 505 55 450 313 243 152 122 3373 249 1209 62 1147 984 447 70 4937 809 4128 1021 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=3 4 0 8 0 4 1 8 2 8 3 3 2 3 3 2 0 2 3 2 3 3 2 1 8 8 3 3 8 0 split_gain=4.72014 0.835655 2.32665 1.75322 1.432 1.0727 0.908367 1.21798 1.60912 1.22291 1.28712 1.32964 1.09768 2.76115 2.23215 0.92377 0.898676 1.13033 1.90079 0.859872 0.819135 0.96175 0.90097 0.899494 0.806948 0.960715 0.797205 1.16739 1.02896 0.816993 threshold=5.5277777777777786 4.5000000000000009 1.5000000000000002 3295.0000000000005 5.5000000000000009 6.5000000000000009 0.11805555555555557 1250.0000000000002 0.5277777777777779 1175.0000000000002 8.1547619047619069 5.7071428571428582 0.18333333333333338 6.8166666666666673 7.3166666666666673 0.61250000000000016 2.5000000000000004 0.29285714285714287 6.6833333333333345 0.21111111111111114 5.3166666666666673 4.8166666666666673 0.5277777777777779 0.35416666666666669 1750.0000000000002 1075.0000000000002 9.9500000000000011 9.5277777777777803 1750.0000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 6 3 24 5 -4 7 9 26 -2 11 -11 13 -13 -15 -8 -14 18 19 -18 21 -1 -22 -23 25 -3 27 29 -28 -9 right_child=1 2 4 -5 -6 -7 15 8 -10 10 -12 12 16 14 -16 -17 17 -19 -20 -21 22 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.004560402160896454 -0.0091415986475424336 0.017278379575813695 -0.0043886421851711249 0.075780493894966008 -0.038939620853131122 -0.014623041995708908 -0.0057912630786707189 0.0087159128924048593 0.047443512455001231 -0.020878719751173169 -0.0072303071042055383 0.06373405440249906 -0.020741033725981163 -0.044718663702702631 0.034150335071484267 -0.050590856740335727 -0.0018231409151493634 0.030552146702173516 0.030917047538455335 -0.055915054409951592 0.0099494853037660272 -0.0013891656516056179 0.049429927832878306 -0.038930530580743437 0.0015303414900915649 -0.0049787495535426355 -0.0063314409595564784 -0.049709031440755544 0.068769044524621362 -0.004401652814801398 leaf_weight=302.316684583285 7.4035145142260594 5.0043850405444337 51.235427846427285 0.72424213215708633 4.3051417575347832 51.177325053891934 34.465831925444945 14.165306528733707 1.6549927740998089 1.9862756333532221 6.0730510996654621 4.359340724008236 1.680841143708675 1.4001823868024987 2.4969798461534083 1.1904263694304962 1.6003317349632182 7.7035890607803594 2.7813111597643001 1.3582685028382 29.640604575597539 56.882487158953609 1.5191232978540927 1.6416260744426825 94.936261059749995 155.52236618959131 0.93245822477911022 1.3167038089886762 0.89277481952740345 73.255984764384493 leaf_count=5069 165 188 1351 25 246 1754 842 252 24 36 130 58 26 28 44 22 23 117 44 21 505 1108 25 36 3020 4945 26 36 24 1669 internal_value=-6.28991e-05 -0.00314134 -0.00448749 -0.00190357 -0.0106905 -0.00950294 -0.000211085 0.00171395 -0.00141432 0.00914072 0.0134458 0.0183958 0.0217323 0.0363952 0.00581408 -0.00728695 0.0137278 0.0180374 0.00124125 -0.0266563 0.00409631 0.00342466 0.0118743 -0.00244222 -0.00212381 -0.00428489 -0.00230717 -0.00297996 0.0304024 -0.00227615 internal_weight=921.624 529.623 362.905 256.187 106.718 102.413 166.718 131.062 92.2182 38.8437 31.4402 25.3671 23.3808 8.2565 3.89716 35.6563 15.1243 13.4435 5.73991 2.9586 392.001 360.841 31.1597 58.5241 255.463 160.527 90.5632 88.738 1.82523 87.4213 internal_count=21859 15116 11529 8178 3351 3105 3587 2723 2031 692 527 397 361 130 72 864 231 205 88 44 6743 6213 530 1144 8153 5133 2007 1957 50 1921 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=3 8 8 4 3 0 8 2 0 3 0 2 0 3 3 0 0 8 2 8 3 0 3 3 8 0 8 8 8 3 split_gain=4.30921 1.05859 1.34609 1.1649 1.85792 1.17706 0.938704 0.922747 1.02706 1.32813 0.843194 0.720301 0.843881 0.719055 0.682666 0.967049 1.21308 0.848278 1.15866 0.846037 0.718656 0.703914 0.67628 0.702286 1.57158 0.90905 1.39984 0.666034 0.661863 1.60127 threshold=6.3166666666666673 2625.0000000000005 2760.0000000000005 15.500000000000002 11.683333333333335 2.5000000000000004 1650.0000000000002 0.18333333333333338 5.5000000000000009 8.7071428571428573 1.5000000000000002 0.61250000000000016 1.5000000000000002 5.4722222222222232 7.4722222222222232 4.5000000000000009 2.5000000000000004 2985.0000000000005 0.15476190476190479 3295.0000000000005 6.7638888888888902 7.5000000000000009 5.2111111111111121 3.683333333333334 1500.0000000000002 5.5000000000000009 1750.0000000000002 1075.0000000000002 1250.0000000000002 11.414285714285716 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 -3 4 7 6 -6 8 28 -10 -8 -1 -13 22 17 16 19 18 -4 -16 -19 -17 23 -14 -25 26 -26 -9 29 -2 right_child=1 2 14 -5 5 -7 10 27 9 -11 -12 12 13 -15 15 21 -18 20 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0018791833766910013 -0.001983117536965067 0.041624443475950075 0.055209863521492479 -0.0010542999362502783 -0.0065819611868744334 -0.046122772121529307 -0.018145546973920068 0.033304125307851443 -0.010565009177097543 -0.041992064968464922 -0.052998649719868285 0.00046954240468434982 0.010388822780976942 -0.024758309086785037 -0.0034953033587487576 0.046646245746964667 -0.033084484731183431 0.023412420062417779 -0.0015701964614600117 0.046789821523439461 -0.030294935878526909 -0.0029460323710068701 0.044876277475523876 0.018421258671620405 -0.03427881709570707 -0.032815870014404079 0.010604302876369959 -0.00046520370867885559 -0.0074910292017725854 0.048105369460530671 leaf_weight=319.09521765215413 35.794189701335654 2.412045743258207 2.195572148077193 171.05487359835718 13.389029827440259 3.4967770687871953 6.3737597025428823 1.4979598665377114 14.433529689444642 4.3825847659436468 2.3845727869802431 47.745953690805322 87.437751530844253 1.607361189322545 11.153274333104491 1.5832734435098237 3.5206539818318552 1.1508228537859397 1.5208235799218526 0.90428985003382045 1.3576970682479439 1.3055650873975537 1.2929251230088983 7.0885551174601487 2.4487705845385772 3.4794556400011052 5.9784766951343045 57.81608928469268 105.03965435362238 1.6700679995119561 leaf_count=5762 982 56 37 5155 644 165 387 42 446 231 135 887 1326 29 391 31 80 20 27 29 31 52 18 119 40 79 75 1310 3231 42 internal_value=-6.12695e-05 -0.00360213 0.00597319 -0.004224 -0.00642555 -0.0191639 -0.0149074 -0.00494498 -0.00690568 -0.0178849 -0.0276348 0.00324359 0.00601528 0.00843711 0.00249058 -0.00233627 -0.00726345 0.0168101 0.0319743 0.000275966 -0.00565584 0.0242338 0.00893241 0.00849577 -0.000218193 -0.011315 -0.00243773 0.000387631 -0.00545599 0.000249709 internal_weight=920.612 444.437 27.104 417.333 246.278 25.6441 22.1474 220.634 161.32 18.8161 8.75833 476.174 157.079 109.333 24.692 18.4671 15.5782 6.22492 3.7164 12.0576 2.50852 2.88884 107.726 106.433 18.9953 11.9067 8.42725 59.314 142.504 37.4643 internal_count=21859 13524 754 12770 7615 1331 1166 6284 4932 677 522 8335 2573 1686 698 583 500 115 64 420 51 83 1657 1639 313 194 115 1352 4255 1024 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=0 split_feature=2 3 0 4 0 8 8 4 3 0 4 1 8 8 8 0 2 2 3 3 2 3 0 8 3 8 3 8 8 8 split_gain=3.91969 1.07082 1.65383 1.27732 1.61972 1.27396 1.27264 1.07932 0.999728 0.878255 0.912564 0.874191 1.38445 1.97481 1.41757 2.74692 1.65363 1.86741 1.13588 1.11728 1.31928 1.08708 1.04408 0.918333 0.85262 0.82927 0.784919 1.10273 1.25836 0.758857 threshold=0.31666666666666671 6.5277777777777786 2.5000000000000004 6.5000000000000009 1.5000000000000002 3295.0000000000005 1350.0000000000002 4.5000000000000009 7.154761904761906 5.5000000000000009 7.5000000000000009 0.21111111111111114 3050.0000000000005 2625.0000000000005 1950.0000000000002 9.5000000000000018 0.84523809523809534 0.58571428571428574 3.1339285714285716 2.5277777777777781 0.89444444444444449 2.6125000000000003 4.5000000000000009 2940.0000000000005 4.9500000000000011 2625.0000000000005 10.612500000000002 1250.0000000000002 1650.0000000000002 2870.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 -5 -6 -4 -9 10 26 12 13 14 19 16 17 22 -14 20 -2 -21 -16 -15 -20 -12 -10 -28 -29 -11 right_child=11 2 7 4 6 -7 -8 8 9 29 25 -13 18 23 15 -17 -18 -19 24 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00078451677711861498 0.058211522038347979 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1.7526378057664258 2.4744053813628852 0.95557365729473431 26.002419185725671 196.02187823561735 2.3479238263098523 3.145900547504425 1.8469807438086716 1.2120386818423856 1.0268379940171137 0.75706830230774391 1.5511446603341026 0.47847176007053338 leaf_count=2908 18 497 1499 7800 301 23 825 99 730 212 363 2161 17 78 60 24 37 23 37 16 429 3431 36 41 33 35 31 25 50 20 internal_value=-5.96131e-05 -0.0027719 -0.00415552 -0.00221046 -0.00308604 -0.00167482 -0.0137266 -0.00958286 -0.0151842 -0.01302 -0.0108003 0.00386903 0.00557632 0.00614318 0.00528591 -0.0120052 -0.0206179 -0.0102451 -0.0188233 0.00615449 0.0155562 0.00483219 -0.0230905 0.0296915 -0.0313664 -0.0228142 -0.00597242 0.0167971 -0.00237928 -0.0359478 internal_weight=919.632 544.036 391.661 288.329 269.663 238.086 31.5765 103.332 46.9368 43.1419 39.3339 375.596 250.24 244.558 235.968 11.2864 10.0599 7.97255 5.6817 224.681 27.7038 196.977 6.21991 8.5904 4.32139 11.2754 28.0585 3.33505 2.30821 3.80803 internal_count=21859 15418 12510 9446 8949 7823 1126 3064 1565 1466 1234 6441 4280 4193 4074 180 156 119 87 3894 447 3447 96 119 70 398 836 106 75 232 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=3 4 3 8 2 8 8 1 8 8 1 0 3 2 0 3 1 8 3 3 1 2 3 1 3 4 3 2 8 0 split_gain=3.58177 1.2171 1.34736 0.854801 1.00085 0.95057 1.55182 1.33206 1.6211 1.08761 1.08584 0.879016 1.09823 1.06075 0.756884 1.00924 1.22991 0.945996 0.889166 1.78436 1.06169 1.04854 0.916347 0.753289 0.750338 0.736078 0.710398 1.77216 1.65612 0.938025 threshold=7.2678571428571432 14.500000000000002 11.683333333333335 1075.0000000000002 0.61250000000000016 2250.0000000000005 1850.0000000000002 0.29285714285714287 3050.0000000000005 1650.0000000000002 0.47222222222222227 7.5000000000000009 7.1055555555555561 0.11805555555555557 2.5000000000000004 3.4722222222222228 0.47222222222222227 1750.0000000000002 7.154761904761906 6.6125000000000007 0.11805555555555557 0.41428571428571431 3.9500000000000006 0.69047619047619058 7.2111111111111121 2.5000000000000004 5.2678571428571432 0.41428571428571431 2810.0000000000005 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 5 6 9 8 26 11 -9 12 -5 -13 15 -11 17 -17 19 21 -21 22 -16 -6 -14 -23 27 28 -7 -28 right_child=1 -3 -4 4 23 7 -8 10 -10 14 -12 13 24 -15 18 16 -18 -19 -20 20 -22 25 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.015336558297715795 -0.0051331667177667642 -0.00098550715711715983 -0.01801583498610029 -0.0028034470265215564 0.0067666183444223486 0.08046965208454937 -0.013381867383986232 0.068956258559663974 -0.012169382119561591 0.031058286954481446 0.0088778579272482793 0.060436934932171595 -0.059315354699293103 0.0046365005610273322 0.027710381256871044 -0.0019576641215268784 -0.022876720572154549 0.012620064348658753 0.032328852710282192 -0.028507367566124292 0.019121547784742642 -0.0033378676959235211 0.0045613860698702751 -0.0045995307885576368 -0.0027159716913017899 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0.00646018 0.00385934 0.00824495 0.00643601 0.00828773 0.00118799 0.000476823 -0.0209951 0.0025939 0.00633239 0.00557282 -0.0366402 -0.00525581 0.0142449 0.0256119 0.045932 0.00568846 internal_weight=918.64 365.858 184.583 552.782 540.145 385.067 355.268 29.7995 26.7784 335.122 3.02108 173.609 146.669 26.9401 161.513 61.1394 56.6477 53.2818 100.374 98.1328 8.80729 89.3255 60.5081 155.077 2.43858 28.8174 18.26 7.84203 4.53071 10.418 internal_count=21859 11743 6146 10116 9843 7319 6828 491 439 6407 52 3271 2488 783 3136 1166 1097 1027 1970 1913 228 1685 1140 2524 50 545 307 117 78 190 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=2 3 4 3 1 3 3 0 2 3 8 8 8 8 3 3 3 0 2 0 3 8 3 0 4 0 8 8 1 8 split_gain=3.29072 0.895836 1.66083 0.94255 0.815345 0.814644 1.49819 0.867419 0.937222 1.2132 0.7971 1.24211 0.889523 1.04403 1.02071 1.0219 0.928852 0.883987 1.24331 1.09845 3.45521 0.924827 1.41276 1.28975 1.82924 0.861254 1.43592 1.26796 0.796567 1.20962 threshold=0.31666666666666671 7.6125000000000007 14.500000000000002 11.683333333333335 0.11805555555555557 4.5277777777777786 5.6125000000000007 7.5000000000000009 0.23611111111111113 6.6125000000000007 3185.0000000000005 3050.0000000000005 2250.0000000000005 1250.0000000000002 7.3166666666666673 7.2111111111111121 7.1833333333333345 9.5000000000000018 0.2678571428571429 7.5000000000000009 5.9500000000000011 1650.0000000000002 6.6125000000000007 2.5000000000000004 2.5000000000000004 5.5000000000000009 2870.0000000000005 2885.0000000000005 0.21111111111111114 3050.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 10 -6 -7 -8 -9 -10 11 12 13 -1 15 17 25 18 19 21 -21 22 23 -15 -25 27 -27 -14 29 -2 right_child=28 2 -4 -5 5 6 7 8 9 -11 -12 -13 16 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0068049052746783842 0.0056949033747844095 -0.0063688390967984905 -0.000936834129858676 -0.017390367104751437 0.017049129141177576 -0.036980342211211034 -0.013302988667324184 0.066109550075315771 0.034510678435172734 -0.042060564219136225 0.03016046726244466 -0.047652542364284907 -0.0029869186082197019 -0.0096441908208211111 -0.018992984949378525 0.036954282255558434 0.042504319068879921 -0.015149621465281527 0.051943273684202922 -0.032870333873533969 0.099706029527737994 0.0020728437344456354 -0.028063264806556784 -0.024924468681925636 0.02386906773164002 0.025067164741898931 -0.057375219723745964 0.040176437028128842 0.00028655129321500069 -0.01777605192291885 leaf_weight=43.241094938664219 244.76543744787094 128.16089798355694 181.16169095785187 22.857900973612573 2.3061408294734376 5.034867024105238 6.5560464879381453 0.78690980294777579 1.2265902298254334 0.8945689451174984 2.3042646200628942 1.325763415545224 3.9185159597545844 23.537040037560928 8.4084145909901036 1.7487682251958165 2.343966962711419 10.880336072932549 1.1304855676717114 0.94252781488898918 1.0269030542403923 69.886683346218888 6.8800859308765885 2.5641228921194834 7.656119247848892 0.95442176506549037 1.1826031003147361 3.0071476716548204 125.40420127607646 5.6153627348830915 leaf_count=804 4193 4181 5597 1209 51 110 162 27 42 34 36 25 64 437 248 42 48 374 16 24 33 1380 197 34 127 27 28 61 2161 87 internal_value=-5.61843e-05 -0.00254942 -0.00416479 -0.00803704 8.91414e-06 -0.010554 -0.0149445 -0.00322147 0.0195066 0.00221784 0.000928953 0.000575622 0.000913372 4.55099e-05 -0.002125 -0.00100159 0.0144489 -0.00153472 -0.000230989 -0.000755306 0.0362578 -0.00141484 -0.00741284 -0.00320407 0.0116274 0.00719265 -0.0205554 0.0157548 0.00353934 0.00516851 internal_weight=917.71 541.925 332.18 151.019 209.744 16.8051 14.499 9.46412 2.90807 2.12116 192.939 190.635 189.309 177.903 134.661 126.253 11.4067 124.504 113.624 112.493 1.96943 110.524 40.6374 33.7573 10.2202 9.06269 2.13702 6.92566 375.785 250.381 internal_count=21859 15418 10987 5390 4431 426 375 265 103 76 4005 3969 3944 3716 2912 2664 228 2622 2248 2232 57 2175 795 598 161 180 55 125 6441 4280 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=3 3 2 0 8 8 2 4 8 2 1 8 3 1 3 0 0 0 3 3 2 0 2 8 3 3 8 3 0 0 split_gain=2.99676 0.779112 0.704741 0.806806 0.687773 1.52646 1.44205 2.16109 1.35907 1.01055 0.987493 1.09778 1.00082 0.933003 1.41172 1.2015 0.887782 0.84375 0.856165 0.755678 1.99035 0.719881 1.2227 0.896668 0.85085 0.682403 0.65598 0.738435 0.73232 1.17785 threshold=5.5277777777777786 5.354166666666667 0.61250000000000016 1.5000000000000002 2250.0000000000005 1950.0000000000002 0.29285714285714287 3.5000000000000004 2450.0000000000005 0.5277777777777779 0.29285714285714287 3155.0000000000005 4.6125000000000007 0.35416666666666669 3.5277777777777781 3.5000000000000004 6.5000000000000009 9.5000000000000018 3.8944444444444448 4.354166666666667 0.47222222222222227 6.5000000000000009 0.47222222222222227 1500.0000000000002 4.5277777777777786 4.6125000000000007 2625.0000000000005 5.4722222222222232 9.5000000000000018 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 9 7 -6 -8 13 11 12 -10 14 -1 -15 -7 21 -19 -20 -21 -16 23 -23 -25 -9 27 28 29 -3 right_child=-2 26 3 -5 6 16 8 25 10 -11 -12 -13 -14 15 17 -17 -18 18 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.016041137189143208 -0.002530788822681645 0.017572780439065853 -0.00016033557720451463 0.0076467028398199454 0.092698538739617545 -0.014073473123854891 0.042110521601079372 0.042146775766048583 0.01652500825308946 -0.010623674622604037 0.02524339081944987 -0.038342552514311137 -0.029760575059663532 -0.0056192031653474368 0.001047402315415187 -0.054404836976345461 -0.058818594400337612 -0.038886997560908604 0.032329196300922791 0.021143948316873322 -0.025798472047488794 -0.039487728467669396 0.034055330847692841 0.021399519045470456 -0.021557314277099643 -0.0116635933232428 0.048362389402972723 0.004713121081233642 -0.0054624932079922793 0.072904892168391924 leaf_weight=18.404709076896296 523.85407875598344 2.9417662135456402 47.762105041210788 107.74982754583493 1.2217730255797499 5.4905581223229083 1.8375490161706682 1.0208505094051363 3.4211451655719411 17.407710558180042 2.1721052185166627 2.7503201784566045 1.7732381182722745 10.490336923762838 118.12261034526384 1.4346536532684684 1.3889869184931738 0.78397451246564998 4.3514080347667905 7.9051244911388476 3.1610107917440473 3.44238196438749 1.2026842611048785 1.7817964944224511 3.2650614901040171 1.3933519776910541 1.1848765206523229 16.278834095826824 1.4388133056345394 1.4289721535897113 leaf_count=294 15116 38 887 1655 17 106 25 22 43 357 37 37 25 187 1929 20 28 21 109 219 90 56 29 43 79 27 18 274 49 22 internal_value=-5.48509e-05 0.00324541 0.00268687 0.00524894 0.000826979 3.32704e-05 0.0109394 0.0385125 0.00255296 0.000863495 -0.00463201 -0.0128 0.000724218 0.00201044 0.00300153 -0.0114884 -0.0231076 0.00133512 0.0120845 0.0146764 0.00773498 -2.745e-05 -0.0131275 -0.0198119 -0.00639138 0.0110902 0.0121187 0.0101745 0.0254778 0.0356631 internal_weight=916.863 393.009 369.735 155.512 214.223 198.633 15.5903 3.63598 11.9544 191.753 10.1168 7.9447 5.19438 174.346 162.421 11.925 6.87955 144.016 16.2015 15.4175 11.0661 127.815 9.69192 8.48924 5.04686 2.4142 23.2733 22.0884 5.80955 4.37074 internal_count=21859 6743 6342 2542 3800 3567 233 66 167 3433 142 105 68 3076 2869 207 134 2575 439 418 309 2136 207 178 122 49 401 383 109 60 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=2 3 4 3 1 3 3 8 4 3 3 3 3 0 1 8 8 8 0 2 2 3 0 3 0 8 3 8 0 8 split_gain=2.78173 0.765238 1.51893 0.878199 0.743702 0.73878 0.892418 0.825957 1.96107 0.726763 1.41578 0.805812 1.17661 1.70782 0.722911 1.02911 1.72753 1.25977 2.38559 1.53396 1.64064 0.989128 0.987516 0.966928 1.01047 0.822816 0.798598 0.701852 0.849841 0.912687 threshold=0.31666666666666671 7.6125000000000007 14.500000000000002 11.683333333333335 0.11805555555555557 11.414285714285716 11.236111111111112 1250.0000000000002 7.5000000000000009 4.5277777777777786 5.6125000000000007 6.4142857142857155 6.154761904761906 5.5000000000000009 0.21111111111111114 3050.0000000000005 2625.0000000000005 1950.0000000000002 9.5000000000000018 0.84523809523809534 0.58571428571428574 3.1339285714285716 4.5000000000000009 2.4722222222222228 1.5000000000000002 2940.0000000000005 4.9500000000000011 1250.0000000000002 9.5000000000000018 2250.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 27 6 -3 -7 -9 -6 -11 12 13 -12 15 16 17 23 19 20 22 -17 -19 24 -2 -18 -23 -1 29 -29 right_child=14 2 -4 -5 9 7 -8 8 -10 10 11 -13 -14 -15 -16 21 25 18 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0064888842574446076 0.0079973110601827321 -0.0062032257225943374 -0.00076533135206241975 -0.016688138036778377 0.015784555533236249 0.040000944456200359 -0.042842037213445192 0.065966030107802956 -0.028287629741689975 -0.036034897230829567 -0.055290158977430448 -0.014686504618375227 0.058006663788803849 0.028688241632947559 0.0001499788754377592 0.020598834471740074 0.038992740084404724 -0.0067199739354864112 0.053334581997724263 -0.058246819827743816 0.032521722657722019 -0.047461793969933941 -0.048149165367449932 0.0041955277233972094 0.030730646691609322 0.006909650533214357 -0.0034544667754296404 -0.00085709814007125682 -0.012458917789797463 0.013109390721531999 leaf_weight=43.355563578014966 15.76413046803947 120.96789781061179 180.76229410980582 22.467130938327728 2.3297438489407822 1.8096599522978056 1.6851311457667169 0.75146785535616833 2.0777356573889847 4.9291620335252722 0.97980514541268249 5.7335796046481846 1.1211224868893621 1.5843650194774452 125.4197605741287 1.3597692660987366 5.4696846232982335 3.8613146382194792 1.2477296353317804 2.0760292851773556 1.7658427683054467 2.3878866632003337 2.2922564287582645 202.3517093428718 7.0849726227506826 3.1489606648683548 1.8140849918127058 122.57918906115344 14.01219303639027 12.93134844427186 leaf_count=804 266 3979 5597 1209 51 45 57 18 82 110 20 163 32 50 2161 17 78 60 24 37 23 37 36 3529 99 41 33 2492 489 220 internal_value=-5.28843e-05 -0.0023519 -0.00385052 -0.0075744 1.17854e-05 -0.00596582 -0.00670661 0.0136208 -0.00325281 -0.0101178 -0.0143237 -0.00296157 0.0152801 -0.00340108 0.00324898 0.00479981 0.00528249 0.00448099 -0.011853 -0.0199903 -0.00996159 -0.0164679 -0.0221527 0.00529647 0.0150464 0.0272707 -0.0284628 0.000887669 -0.000736457 0.00047568 internal_weight=916.122 540.077 330.521 149.759 209.556 127.292 122.653 4.63886 2.8292 16.6778 14.348 9.41887 3.68529 2.56417 376.044 250.624 245.063 236.444 11.2432 9.99544 7.91941 5.56174 6.15357 225.201 22.8491 8.61865 4.20197 192.878 149.523 135.511 internal_count=21859 15418 10987 5390 4431 4181 4036 145 100 426 375 265 102 70 6441 4280 4193 4074 180 156 119 87 96 3894 365 119 70 4005 3201 2712 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=2 3 4 3 1 3 3 8 4 3 3 0 2 3 3 8 8 8 8 3 3 3 0 2 0 3 8 3 0 4 split_gain=2.51316 0.693806 1.38566 0.81474 0.677441 0.664187 0.845756 0.716192 1.72534 0.660695 1.31987 0.729084 0.817667 1.02552 0.794612 0.659023 1.20202 0.703549 0.849556 0.930482 0.910832 0.829932 0.770323 1.09008 0.991778 2.89577 0.84396 1.30372 1.16921 1.65043 threshold=0.31666666666666671 7.6125000000000007 14.500000000000002 11.683333333333335 0.11805555555555557 11.414285714285716 11.236111111111112 1250.0000000000002 7.5000000000000009 4.5277777777777786 5.6125000000000007 7.5000000000000009 0.23611111111111113 6.6125000000000007 7.4142857142857155 3185.0000000000005 3050.0000000000005 2250.0000000000005 1250.0000000000002 7.3166666666666673 7.2111111111111121 7.1833333333333345 9.5000000000000018 0.2678571428571429 7.5000000000000009 5.9500000000000011 1650.0000000000002 6.6125000000000007 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 15 6 -3 -7 -9 -6 -11 14 -13 -14 -12 16 17 18 -1 20 22 -19 23 24 26 -26 27 28 -20 -30 right_child=-2 2 -4 -5 9 7 -8 8 -10 10 11 12 13 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0061448123435124324 0.0030853144383660878 -0.0059217778320282697 -0.00072742870867046608 -0.016091099459311493 0.014873049435245898 0.036787636786603781 -0.042229134274954665 0.059593449467763786 -0.027534104047988957 -0.035021505610258352 -0.0053932935579936656 0.060153698898310085 0.029888853928704703 -0.040861592009291646 -0.057142018925124508 0.027206334263617328 -0.04729536197576948 0.0059226122628943658 -0.0091650379748968152 -0.018148144478143318 0.03460984524391799 0.038900854819543085 -0.014138519402924186 0.048210968300510165 -0.031039977634243987 0.08941868168959749 0.0020668654563666153 -0.027103110825198208 -0.023933294403324201 0.02254503422415206 leaf_weight=43.49048803288548 376.1375298839464 120.39633127169077 180.67417654593203 22.144098828266692 2.348402468647552 1.8677688948810089 1.6256256531778479 0.78919545552344095 2.0291197244077921 4.8209885975208797 5.5852036941651004 0.82055869333271436 1.2723311738691339 0.8572873875255026 0.85543233808130015 2.3416573150898321 1.3054415266960848 9.1413323271372047 23.422362027065446 8.2648464085768847 1.7872753125266161 2.4109339772257945 10.740122615698054 1.1543948852922756 0.92140377890314029 1.0880931248830163 69.881224848731563 6.7290188304046969 2.5363151585552242 7.7349881923514658 leaf_count=804 6441 3979 5597 1209 51 45 57 18 82 110 144 27 42 34 18 36 25 180 437 248 42 48 374 16 24 33 1380 197 34 127 internal_value=-5.13188e-05 -0.00224005 -0.00367038 -0.00724249 9.64001e-06 -0.00569607 -0.00640548 0.0127765 -0.00313631 -0.0096953 -0.013755 -0.00283743 0.0177474 0.00140795 -0.0122665 0.00084258 0.000518697 0.000848425 7.1343e-05 -0.00189602 -0.000829936 0.0128051 -0.00133989 -0.000128458 -0.000625307 0.0341854 -0.00125948 -0.00700995 -0.00299711 0.011068 internal_weight=915.174 539.036 329.526 148.852 209.51 126.708 122.022 4.68608 2.81832 16.5602 14.2118 9.39081 2.95018 2.12962 6.44064 192.95 190.608 189.303 177.751 134.26 125.995 11.5523 124.208 113.468 112.313 2.0095 110.304 40.4227 33.6937 10.2713 internal_count=21859 15418 10987 5390 4431 4181 4036 145 100 426 375 265 103 76 162 4005 3969 3944 3716 2912 2664 228 2622 2248 2232 57 2175 795 598 161 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=3 3 2 3 1 4 8 8 8 2 0 2 4 3 3 3 4 0 3 8 3 3 8 3 2 3 0 3 0 3 split_gain=2.31857 0.742757 0.711873 0.684599 0.8084 0.673721 0.661549 0.595363 0.604745 1.91061 1.16683 1.59741 1.09022 2.01359 1.70335 1.1104 0.961128 0.911256 1.80771 1.22726 1.28619 1.09659 1.07067 0.744686 1.05612 0.986558 1.64443 0.953936 0.848609 1.76531 threshold=5.5277777777777786 5.3166666666666673 0.5277777777777779 5.2111111111111121 0.18333333333333338 4.5000000000000009 1750.0000000000002 1075.0000000000002 1750.0000000000002 0.58571428571428574 2.5000000000000004 0.43650793650793657 5.5000000000000009 10.267857142857144 12.775000000000002 9.4142857142857164 5.5000000000000009 1.5000000000000002 6.9500000000000011 2625.0000000000005 11.950000000000001 9.4142857142857164 3295.0000000000005 5.6125000000000007 0.58571428571428574 6.8166666666666673 2.5000000000000004 6.7638888888888902 4.5000000000000009 8.3166666666666682 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 -5 -3 -7 -2 23 10 16 12 13 15 -14 -12 -10 22 -19 20 -20 -21 -18 -9 25 26 -25 -28 -27 -30 right_child=7 2 -4 4 -6 6 -8 8 9 -11 11 -13 14 -15 -16 -17 17 18 19 21 -22 -23 -24 24 -26 28 27 -29 29 -31 leaf_value=0.0024883561374131062 0.0085067789853383018 0.0057652022228190511 0.043432103036899122 -0.024912481382272721 0.018862918584878808 0.011895960888470839 0.056336553394421701 -0.032136994244411021 0.01556378044889486 0.056026961020472756 -0.0011533060320670415 -0.040952534703031847 -0.020578054417848268 0.071630807715674968 0.063602439296521485 -0.041606128851732697 0.0021328537468882198 -0.061869613192023436 -0.0051679358046806782 0.051756983293195627 -0.052600079992198838 -0.011853099981969414 0.060082195863012611 -0.0099771631094507911 -0.042375101017734569 -0.0039850172705401827 0.005678120562321534 0.044382351417612396 -0.0039691647772548732 -0.0328346044223344 leaf_weight=355.9571832171348 12.583221159889602 26.306407607591616 1.5352147151716042 4.5177342257775299 1.3758249864185925 2.1746304826810952 1.3618448507040737 2.3163665762477299 12.155264074332107 1.4908133929129679 56.181053970523408 3.0773781404532192 13.274808649465736 0.9339573044271664 0.62942024103540539 1.7491962772328395 94.073372590764592 1.5333753535207986 10.18282453331568 1.6153239198029035 1.6625733209802991 1.1670394903048871 0.80388785898685355 20.360820568723256 1.7532377720926877 213.44377100604353 45.236971401286155 1.6500670508539759 15.198164588621298 8.130082875709375 leaf_count=6099 429 450 25 80 34 36 19 56 240 25 1280 55 448 38 22 50 3020 34 310 37 97 40 25 399 33 6790 878 30 445 335 internal_value=-5.01553e-05 0.00284842 0.0102278 0.00220851 -0.0146933 0.00851971 0.0290094 -0.00223703 -0.00250283 -0.000365813 -0.000788198 -0.00566722 -0.004175 -0.00120058 -0.0167673 -0.00237477 0.00221564 0.000754427 -0.0102204 -0.00480623 -0.0118253 0.0250763 0.00262385 -0.00389378 -0.00367982 -0.00345667 0.00188782 0.00704022 -0.00497461 -0.014029 internal_weight=914.432 393.229 31.3781 361.851 5.89356 29.8429 3.53648 521.203 508.62 200.53 199.039 75.8458 72.7684 58.8642 13.9042 57.9303 123.194 111.038 16.1611 14.6278 11.8454 2.78236 94.8773 308.089 305.773 304.02 67.2479 46.887 236.772 23.3282 internal_count=21859 6743 530 6213 114 505 55 15116 14687 5721 5696 1893 1838 1368 470 1330 3803 3563 518 484 407 77 3045 8966 8910 8877 1307 908 7570 780 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=2 1 3 8 3 8 8 8 3 3 2 1 2 8 8 3 8 8 3 0 1 2 8 0 3 3 8 3 3 0 split_gain=2.11117 0.657092 0.940285 1.22283 1.52295 0.72865 1.66006 0.749507 1.16823 0.974945 0.879496 0.724361 1.40662 0.719597 0.675363 0.732422 1.1344 1.27208 0.967987 0.946742 1.15545 2.0886 1.35007 0.936728 0.960689 1.09123 1.02134 1.44519 2.12867 1.13262 threshold=0.31666666666666671 0.21111111111111114 2.9500000000000006 3185.0000000000005 4.6125000000000007 2250.0000000000005 2050.0000000000005 2450.0000000000005 3.3541666666666674 5.4722222222222232 0.41428571428571431 0.10555555555555557 0.73214285714285732 1750.0000000000002 1175.0000000000002 5.5277777777777786 2050.0000000000005 1650.0000000000002 7.4722222222222232 2.5000000000000004 0.35416666666666669 0.5277777777777779 2050.0000000000005 5.5000000000000009 3.2111111111111117 2.4722222222222228 1750.0000000000002 3.7071428571428577 4.2111111111111121 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 5 -5 6 -4 -7 -9 10 -10 -2 -13 -14 -3 19 17 18 -17 -16 23 -22 -23 24 25 -21 -26 29 -29 -28 right_child=1 14 3 4 -6 7 -8 8 9 -11 -12 12 13 -15 15 16 -18 -19 -20 20 21 22 -24 -25 26 -27 27 28 -30 -31 leaf_value=-0.0020612283557832909 0.0085984540138467278 0.018134929853467669 0.0033534788899642707 -0.065209097845924602 0.0091395855088775169 0.039583999633549284 -0.028641721512894854 0.045932942890491837 0.015659808990163913 0.024968213305306474 -0.024782247150880357 -0.014091789317070343 0.021765617803706817 0.062432971855287581 -0.0061650355517664755 -0.013718280815868567 0.039896264371799266 -0.032606626392855359 0.02887006252667508 0.0076013270002000428 -0.031572613049499598 0.015905521130701136 0.062745371681083989 -0.01250530368575874 0.00027368129778598376 -0.016885446249189622 0.068760967599261549 -0.033568375937301352 0.024795614697778811 0.01249718816278398 leaf_weight=537.19874194121587 32.231333773354379 4.8649120729532873 192.87191738413321 1.4561315770260983 1.3070290856994686 2.4848791321564923 4.1411533843638599 1.7866239100694645 2.0976485335268062 2.9592431308701634 3.7433808841742575 1.4963084566552414 2.1746749532348986 2.176409229519777 35.684692397197736 4.2186532148771185 0.97424278082326132 5.9824707149928145 1.9513790798373518 8.772909741989908 2.1451664660999112 14.189667601178369 1.7254465184523713 11.53291154826911 12.607237191653413 9.4516298063808772 2.253548984310326 2.1618821974261664 5.6328045503250905 1.4831706661207138 leaf_count=15418 528 84 3358 23 23 35 77 24 25 42 49 25 45 26 646 84 17 134 46 114 32 231 18 297 186 112 28 29 80 23 internal_value=-4.90564e-05 0.0028215 0.0042994 0.00300481 -0.0300407 0.00343944 0.00268095 0.0148712 0.00907077 0.00158704 -0.0102586 0.0115358 0.0277264 0.0421074 -0.000130307 -0.000866089 -0.0120164 -0.0161781 -0.000248983 0.000493679 0.00379588 0.0147412 0.0209837 0.000128177 0.0035675 -0.00509803 0.0101099 0.0208639 0.00860817 0.0464289 internal_weight=913.758 376.559 250.927 212.848 2.76316 210.085 197.013 13.0718 10.5869 8.80027 5.84103 38.0787 5.84739 4.35108 125.633 120.768 13.1267 12.1525 6.17003 107.641 71.9564 18.0603 15.9151 53.8961 42.3632 18.2245 24.1386 11.5314 7.79469 3.73672 internal_count=21859 6441 4280 3656 46 3610 3435 175 140 116 74 624 96 71 2161 2077 281 264 130 1796 1150 281 249 869 572 226 346 160 109 51 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=4 0 8 1 4 8 0 8 2 8 3 3 2 8 8 3 2 1 3 3 3 3 3 3 2 3 3 0 0 3 split_gain=1.95855 1.74944 0.780883 0.724077 1.09599 1.08425 1.26909 1.08903 1.00626 1.07266 1.62766 1.23723 1.04293 0.905169 0.952998 1.17261 1.00904 0.783914 0.820105 1.51819 1.26067 0.753023 0.860588 1.40363 0.937892 0.924707 0.946834 0.825821 3.07626 0.882821 threshold=4.5000000000000009 5.5000000000000009 2870.0000000000005 0.11805555555555557 2.5000000000000004 2625.0000000000005 7.5000000000000009 2450.0000000000005 0.29285714285714287 1650.0000000000002 4.8166666666666673 7.354166666666667 0.23611111111111113 3050.0000000000005 2885.0000000000005 4.3166666666666673 1.0000000180025095e-35 0.18333333333333338 5.6833333333333345 7.1833333333333345 8.7071428571428573 8.4142857142857164 6.9500000000000011 5.6833333333333345 0.13392857142857145 8.0500000000000025 7.7071428571428582 6.5000000000000009 9.5000000000000018 7.154761904761906 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 -7 21 9 10 -5 -11 -13 14 -6 -16 -17 -12 -19 -20 -21 22 23 -1 -24 26 27 29 -29 -26 right_child=1 2 -4 8 13 6 -8 -9 -10 11 17 12 -14 -15 15 16 -18 18 19 20 -22 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0071087169248898185 -0.0024765588436799105 -0.045094253539062185 0.023385777791789523 0.02954077303058979 0.0002635132423675389 0.033964481298627287 -0.005609712886974697 -0.04383580215903387 0.00056404598942509643 -0.0082973381041313334 -0.051531601308845834 0.077307894314383008 -0.0052937700841156725 -0.028514534996302594 0.054433793429569638 0.036782186319191182 -0.017635625585386637 -0.059588140914806909 0.037362424683328593 -0.056199492372447847 0.017792475588276038 -0.0187563965228007 -0.021419378000643911 -0.0060164605658872758 0.039368024766700122 -0.011693328871741985 0.059324982556967033 0.14959488318102296 0.014710166747243512 -0.0062876737732656465 leaf_weight=119.87223988221922 370.92714853119355 3.3323978266062109 0.47572036715064303 1.234974071662778 167.96019580218922 6.8724548690952343 2.8726635610510129 1.1278683841228474 174.30273853551992 6.7075674728994255 3.1492985350063236 0.87477456509077434 0.67855637193133589 2.651213787496089 1.8109423108398903 1.4539197348058226 2.0571212937938981 1.0010991393646689 1.2133278124383653 1.6643475873861464 0.88006687781307835 3.1446699208390774 1.3005896235117678 24.539460106694605 1.5852765495437759 1.5931157785234962 2.0726582857132598 0.54290137226053059 1.9092644027186907 3.1883518733957317 leaf_count=2041 11687 226 20 24 3005 83 98 10 3180 160 91 22 24 35 29 22 30 22 30 41 23 103 62 537 29 38 44 16 73 54 internal_value=-4.72366e-05 -0.00282271 -0.0365395 0.00188504 0.00324899 0.00610424 0.0222988 0.00512325 -0.000580623 -0.0120446 -0.0238435 0.00101441 0.0412242 0.000479942 0.000923557 0.0217543 0.00489875 -0.0321803 -0.019374 -0.00866053 -0.030607 0.00546891 0.00595537 0.00487839 0.0187117 0.0235039 0.0295343 0.0209891 0.0445732 0.00887415 internal_weight=912.997 374.735 3.80812 538.262 346.555 170.622 9.74512 160.876 191.707 17.404 9.14311 8.2609 1.55333 175.933 173.282 5.32198 3.51104 7.90814 4.75884 3.75774 2.54441 159.749 156.604 144.412 12.1922 10.8916 9.29845 7.22579 2.45217 4.77363 internal_count=21859 11933 246 9926 6309 3188 181 3007 3617 437 231 206 46 3121 3086 81 52 207 116 94 64 2997 2894 2578 316 254 216 172 89 83 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=0 split_feature=4 0 8 0 3 8 8 1 4 8 0 8 2 8 3 3 2 8 8 3 4 1 3 3 3 0 3 3 2 3 split_gain=1.76885 1.64089 0.741954 0.687114 1.62925 1.16471 1.11715 0.653509 0.987642 0.978828 1.14246 0.990149 0.920274 0.99694 1.5009 1.08612 0.864122 0.82474 0.855612 1.05218 0.900092 0.764642 0.78557 1.37518 1.20017 0.734345 1.34794 2.20533 0.724035 0.699013 threshold=4.5000000000000009 5.5000000000000009 2870.0000000000005 1.5000000000000002 5.9500000000000011 3340.0000000000005 1750.0000000000002 0.11805555555555557 2.5000000000000004 2625.0000000000005 7.5000000000000009 2450.0000000000005 0.29285714285714287 1650.0000000000002 4.8166666666666673 7.354166666666667 0.23611111111111113 3050.0000000000005 2885.0000000000005 4.3166666666666673 3.5000000000000004 0.18333333333333338 5.6833333333333345 7.1833333333333345 8.7071428571428573 5.5000000000000009 5.4722222222222232 6.1055555555555561 0.23611111111111113 4.7638888888888902 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 6 -2 -5 8 9 11 29 -1 13 14 -9 -15 -17 18 25 -20 -21 -16 -23 -24 -25 -10 -27 -28 -12 -11 right_child=1 2 -4 4 -6 -7 -8 12 17 10 28 -13 -14 15 21 16 -18 -19 19 20 -22 22 23 24 -26 26 27 -29 -30 -31 leaf_value=0.0051900358289585086 -0.0011851166839928901 -0.044582664515029784 0.021802297464891214 0.0014434253832477022 -0.0073589432587689964 0.065225732602618477 0.046177408712176876 0.027617343685375269 0.0013513806813407838 0.021620895596503965 0.031114460217911696 -0.042037352302099672 0.00053573577280185427 -0.0079245395627743336 -0.050927508966455773 0.069320465388880897 -0.005049793121315164 -0.027355034732796331 0.051441942246805442 -0.016840386498639559 0.034367374389346367 -0.059008263756712788 0.0346282031966752 -0.055742030868796415 0.016665929422164504 -0.04298927565058993 0.037463958370810325 -0.013088207609014278 -0.02266292967905232 0.056172245357924089 leaf_weight=159.85223198459221 266.74858774464388 3.205336115781392 0.48452231557894254 3.3568162769079199 97.150873496383895 0.66184340137988229 2.3888580148122855 1.2544153334654895 151.20560045101388 4.7676366493105871 0.92328563294722732 1.1175796464085568 174.33693818957215 6.6728689311557883 3.0303432374888075 0.92538830749981549 0.67584442482620943 2.6260640509426585 1.8201970383524884 2.0468187603983097 1.4776386730372908 0.96139532094821323 1.2428787421958989 1.5958402546821164 0.89225305116269726 2.5710081974102676 2.6530140840914092 11.549045360623948 1.9431506194523533 2.1124469246715307 leaf_count=2997 8477 226 20 59 3095 21 35 24 2575 60 47 10 3180 160 91 22 24 35 29 30 22 22 30 41 23 43 40 347 51 23 internal_value=-4.60692e-05 -0.00268737 -0.0358655 -0.00235677 -0.00582888 -0.00102075 0.0200423 0.0017892 0.00308438 0.00579376 0.02118 0.00486215 -0.000554347 -0.0115705 -0.02311 0.000949476 0.0379304 0.000455576 0.000876942 0.0205715 0.00462861 -0.0313497 -0.0187063 -0.00832129 -0.0297759 0.000250309 -0.00967561 -0.00364482 -0.00534111 0.0322295 internal_weight=912.251 373.997 3.68986 370.307 102.897 267.41 5.74567 538.254 346.666 170.716 9.74652 160.97 191.588 17.2512 8.97713 8.2741 1.60123 175.949 173.323 5.34465 3.52446 7.72271 4.69237 3.73097 2.48809 167.979 16.7731 14.2021 2.86644 6.88008 internal_count=21859 11933 246 11687 3189 8498 94 9926 6309 3188 181 3007 3617 437 231 206 46 3121 3086 81 52 207 116 94 64 3005 430 387 98 83 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=31 num_cat=0 split_feature=3 3 8 8 3 4 0 8 2 0 2 4 3 3 3 4 0 3 8 3 3 8 8 1 3 2 3 0 3 4 split_gain=1.59822 0.6893 0.538006 0.526759 0.701577 0.68259 0.796917 0.525356 1.66653 1.11409 1.47578 0.917612 1.7553 1.51426 1.02454 0.846885 0.7913 1.72543 1.11163 1.25317 0.953964 0.820652 0.760095 0.715771 0.697828 0.992189 0.836361 1.44929 0.836052 0.733259 threshold=5.5277777777777786 5.354166666666667 1075.0000000000002 2625.0000000000005 5.4722222222222232 2.5000000000000004 9.5000000000000018 1750.0000000000002 0.58571428571428574 2.5000000000000004 0.43650793650793657 5.5000000000000009 10.267857142857144 12.775000000000002 9.4142857142857164 5.5000000000000009 1.5000000000000002 6.9500000000000011 2625.0000000000005 11.950000000000001 9.4142857142857164 3295.0000000000005 1850.0000000000002 0.11805555555555557 5.6125000000000007 0.58571428571428574 6.8166666666666673 2.5000000000000004 6.7638888888888902 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -3 24 9 15 11 12 14 -13 -11 22 21 -18 19 -19 -20 -17 -9 -12 -4 26 27 -26 29 -29 right_child=2 3 7 -5 -6 -7 -8 8 -10 10 23 13 -14 -15 -16 16 17 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0018312911674007869 0.0083372679340809018 0.045793632674288542 -0.031026748909652804 0.042846777727864604 0.0036257689581030783 -0.0095386472120711548 -0.00020463569961152932 0.022587952334697223 0.052094269960509677 -0.0011480705569525129 -0.0081622716031879133 -0.019386611397563189 0.06562927990278962 0.058478437568008725 -0.040712977126670262 0.0023175362424049002 -0.061010027625205278 -0.0043785896932473809 0.048452368418210934 -0.052432051864873958 -0.010873466443290311 0.051582826257339731 -0.0053906588047757109 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-0.00052868 -0.00531607 -0.00388908 -0.00118413 -0.0156168 -0.00230186 0.00240803 0.00102915 -0.00929811 -0.00404672 -0.0108675 0.0242087 0.00276125 0.0149131 -0.0396424 -0.00342673 -0.00322 -0.00300419 0.00191452 0.00672899 0.00544402 internal_weight=911.481 393.498 517.983 23.379 22.1717 5.82058 4.60798 505.387 199.623 198.107 75.3206 72.3144 58.7614 13.553 57.7945 122.787 110.592 15.8844 14.4201 11.616 2.80406 94.7076 12.1945 3.0062 305.764 303.49 301.771 67.183 46.9879 45.3061 internal_count=21859 6743 15116 401 383 109 93 14687 5721 5696 1893 1838 1368 470 1330 3803 3563 518 484 407 77 3045 240 55 8966 8910 8877 1307 908 878 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=4 0 8 0 3 8 8 8 8 8 3 8 0 0 0 8 3 4 3 3 0 8 8 0 4 8 8 3 3 3 split_gain=1.45919 1.53148 0.713943 0.589294 1.42542 0.984115 0.906955 0.646698 1.4218 1.44754 1.10233 1.43531 0.956273 0.948622 1.02865 0.855196 0.903894 0.697518 1.10454 1.48805 1.44243 0.891361 1.20415 2.4105 0.932878 0.869908 0.813297 1.2945 0.931831 0.686616 threshold=4.5000000000000009 5.5000000000000009 2870.0000000000005 1.5000000000000002 5.9500000000000011 1750.0000000000002 3340.0000000000005 3050.0000000000005 2625.0000000000005 2870.0000000000005 11.683333333333335 1500.0000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 1950.0000000000002 11.414285714285716 6.5000000000000009 9.1833333333333353 8.5357142857142865 4.5000000000000009 1650.0000000000002 1350.0000000000002 2.5000000000000004 5.5000000000000009 1650.0000000000002 1850.0000000000002 6.3166666666666673 6.9500000000000011 7.4722222222222232 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 6 5 -5 -2 8 10 -10 15 12 -12 14 -11 16 17 18 19 25 21 22 24 -24 -20 -6 27 -27 -29 -19 right_child=1 2 -4 4 7 -7 -8 -9 9 13 11 -13 -14 -15 -16 -17 -18 29 20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.0016208035196620366 -0.0010495423543369757 -0.044027724504928943 0.021041204031944892 0.0011957003143688906 -0.010544829595845399 0.042944866775587343 0.055734666533560642 -0.038503739924142959 0.04917363226273519 0.010950076875373622 0.005955507709263958 -0.049592174377104115 -0.039099599697736416 0.041841197122100736 -0.042464838455121993 -0.033445138044100695 0.01798297956658702 -0.056886564451918725 -0.042964911270411681 -0.036106625346262605 0.086091370215008692 -0.013740555614721806 0.10658721179554452 -0.0016113805592141554 0.022202437456102675 0.045362464412162531 -0.036144580207664555 -0.020505042672703023 0.011618769201753707 -0.010994543085580059 leaf_weight=538.38431643816568 266.26011348381445 3.0700594477616501 0.4886549762704816 3.3639779258519402 16.155138531182274 2.4320040344023255 0.70504897739738126 1.5838199956342567 2.1870888851117334 2.0985312350094318 3.667684327287132 3.5062082114538953 1.7347185040744078 1.0524901263415811 1.5799037674441936 2.7638248644505543 4.0067411955751586 0.8387234495603505 0.87988262568251152 3.7016601015097867 0.6475322037222212 2.8225690131584997 0.98604148571757866 1.0770008139079434 1.4610833339393139 2.1299834071978703 1.04779307730496 3.0980178133729614 8.320453222358422 28.864990318554533 leaf_count=9926 8477 226 20 59 406 35 21 32 59 50 168 224 90 25 38 102 123 24 24 120 25 94 28 32 45 33 28 81 261 983 internal_value=-4.38415e-05 -0.00244959 -0.035093 -0.00213475 -0.00536733 0.0187137 -0.000899577 -0.00681802 -0.00628768 0.0155353 -0.00800894 -0.02468 -0.00851175 -1.56065e-05 -0.0119919 -0.00612425 -0.00513119 -0.00641692 -0.00229515 -0.00615649 0.0146001 0.00819417 0.0222523 0.0501027 -0.00229156 -0.00255128 0.00629598 0.00957819 0.00290305 -0.0122904 internal_weight=910.916 372.532 3.55871 368.973 102.008 5.79598 266.965 96.2119 94.6281 6.91801 87.71 8.90861 5.4024 4.73093 3.67844 78.8014 76.0376 72.0309 42.3272 34.453 7.87411 7.22658 4.40401 2.06304 2.34097 30.7514 14.5962 13.5485 11.4185 29.7037 internal_count=21859 11933 246 11687 3189 94 8498 3095 3063 172 2891 482 258 113 88 2409 2307 2184 1177 929 248 223 129 60 69 809 403 375 342 1007 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=2 3 3 3 1 3 8 3 8 8 0 1 2 0 1 2 8 8 1 3 0 3 2 0 2 2 2 2 3 0 split_gain=1.35438 0.606658 0.926509 0.688515 0.58626 0.792689 1.08343 0.775986 0.711854 0.953425 1.09485 0.704359 1.2759 0.697855 1.21785 2.27661 1.11521 0.994301 1.1594 0.872847 0.93627 1.12515 2.03927 1.13562 0.738002 0.717106 1.1457 0.742836 1.17335 0.703218 threshold=0.31666666666666671 9.4142857142857164 8.5357142857142865 8.3166666666666682 0.21111111111111114 2.9500000000000006 3295.0000000000005 5.5277777777777786 1850.0000000000002 1650.0000000000002 3.5000000000000004 0.10555555555555557 0.73214285714285732 2.5000000000000004 0.35416666666666669 0.5277777777777779 2050.0000000000005 1250.0000000000002 0.43650793650793657 5.2111111111111121 5.5000000000000009 3.2111111111111117 0.68333333333333346 6.5000000000000009 0.41428571428571431 0.68333333333333346 0.61250000000000016 0.5277777777777779 4.154761904761906 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 11 -7 13 9 10 -9 -2 -13 -6 19 -16 17 18 -17 20 -15 22 -22 -23 -21 26 27 28 -25 -24 right_child=1 -3 -4 -5 7 6 -8 8 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 24 21 23 29 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016643200880802407 0.0073117553556345544 0.030276664785725799 -0.028111293960655342 0.032172940378763532 -0.0048956976086987026 0.002709641012394114 -0.034483400586339613 -0.018951148680027716 0.024562760658172145 -0.032861696873201944 0.026417115897748047 -0.01363179092893799 0.039945349177421922 0.0015554881760836269 -0.032824436193738801 0.00012637574317875253 0.058895717183052837 0.0085339567825353756 0.057279956600241537 0.0022904880048819978 0.047879417542534781 -0.066624096305778896 -0.051425884605522276 0.054351432023984486 0.04700982436700063 -0.061640674103278073 0.04369826161358209 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0.0379044 -0.000235643 -0.0019079 -0.0149164 0.00766281 -0.0263207 0.0232088 -0.0166152 -0.0098081 -0.0203434 -0.001499 -0.0269184 internal_weight=910.437 376.93 375.009 372.489 370.569 246.745 208.787 123.824 11.9587 10.8043 5.84262 37.9584 5.82754 111.865 74.1695 18.5106 16.2818 14.5426 3.95987 55.6589 51.9532 10.9237 3.66582 7.25788 3.70574 5.8493 5.08112 4.24524 2.34314 1.971 internal_count=21859 6441 6407 6356 6319 4195 3571 2124 258 237 122 624 96 1866 1185 286 253 235 59 899 825 277 85 192 74 169 142 123 79 62 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=0 split_feature=3 0 3 0 3 3 8 8 2 8 3 8 3 3 3 3 8 8 8 3 8 8 8 3 4 1 8 2 8 0 split_gain=1.25573 0.724507 0.784923 0.708799 1.10521 1.25091 0.789055 2.0094 0.948576 0.786895 1.07432 0.703517 1.12558 0.965928 1.8514 0.863656 0.678134 0.66398 1.21635 1.10867 0.647266 0.635722 0.63223 0.630395 0.759785 0.808372 0.620509 0.608849 1.19223 0.81032 threshold=7.2678571428571432 1.0000000180025095e-35 10.950000000000001 3.5000000000000004 8.9500000000000011 10.683333333333335 2855.0000000000005 2985.0000000000005 0.11805555555555557 2985.0000000000005 8.9500000000000011 1250.0000000000002 8.1547619047619069 8.2111111111111121 8.3166666666666682 8.5357142857142865 1075.0000000000002 2870.0000000000005 2625.0000000000005 8.9500000000000011 1500.0000000000002 2985.0000000000005 1750.0000000000002 6.354166666666667 2.5000000000000004 0.2678571428571429 1650.0000000000002 0.15476190476190479 2050.0000000000005 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 20 3 9 6 -6 8 -8 11 17 -11 12 -5 22 -15 -14 23 18 -3 -20 -2 -4 -13 24 25 -1 -16 -10 29 -29 right_child=1 2 21 4 5 -7 7 -9 27 10 -12 13 15 14 26 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.030429622994878548 -0.0033580382241313999 -0.001018071331440503 -0.0094093196333765571 0.025589257494815582 -0.02497730910104818 0.04144888154767698 0.055403785822701272 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4.7118753576069139 1.5175408910727126 2.2039593395720658 4.4091768475736872 0.77068882965250018 8.7900779005512941 leaf_count=97 2405 2616 2202 55 460 31 39 26 34 26 23 112 36 30 38 23 9843 60 25 28 2848 32 112 52 96 28 99 87 19 277 internal_value=-4.18479e-05 -0.00235528 -0.00453204 -0.0026479 -0.00783482 -0.0207964 -0.00305724 0.0230381 -0.00537592 -0.000178243 0.0302282 -0.0145743 0.00318899 -0.0214138 -0.0012966 -0.0280254 0.00144973 -0.000868639 -0.000157947 0.0395006 -2.20938e-05 -0.0101769 -0.0328984 0.012842 0.00800084 0.0197801 -0.0183403 0.00323456 -1.08892e-05 0.00351864 internal_weight=909.775 356.634 184.502 138.33 44.6188 12.0169 32.6019 2.66044 29.9415 93.7114 2.08053 14.4765 4.02445 10.4521 3.79844 1.68142 553.141 91.6309 89.1454 1.89236 172.132 46.1721 6.65366 12.7614 10.7258 6.01396 3.06723 15.465 13.9699 13.1993 internal_count=21859 11743 6490 4256 1478 491 987 65 922 2778 49 505 114 391 167 59 10116 2729 2669 53 5253 2234 224 273 221 125 137 417 383 364 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=0 split_feature=4 0 8 1 4 8 0 8 2 8 3 3 1 3 3 3 8 8 8 8 0 0 8 2 0 1 2 8 3 3 split_gain=1.14911 1.41023 0.65701 0.574942 0.837185 0.895943 0.993291 0.904493 0.819287 0.918939 1.3718 0.953651 0.749797 0.756818 1.23293 1.162 0.724308 0.736322 1.0156 0.67805 1.52944 1.22205 0.666872 1.78221 0.660132 1.03185 1.3743 1.1398 0.638132 0.817601 threshold=4.5000000000000009 5.5000000000000009 2870.0000000000005 0.11805555555555557 2.5000000000000004 2625.0000000000005 7.5000000000000009 2450.0000000000005 0.29285714285714287 1650.0000000000002 4.8166666666666673 7.354166666666667 0.18333333333333338 5.6833333333333345 7.1833333333333345 8.7071428571428573 3050.0000000000005 2885.0000000000005 2985.0000000000005 1175.0000000000002 5.5000000000000009 3.5000000000000004 3205.0000000000005 0.10555555555555557 2.5000000000000004 0.35416666666666669 0.5277777777777779 2050.0000000000005 8.4142857142857164 6.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 -7 28 9 10 -5 -11 -12 -14 -15 -16 17 -6 -19 20 21 -10 23 -8 -21 -26 -27 -28 29 -1 right_child=1 2 -4 8 16 6 22 -9 19 11 12 -13 13 14 15 -17 -18 18 -20 24 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.0039516307598984005 -0.0018859224935111368 -0.04331259644843144 0.018619810845054808 0.025516873881286907 3.711792179539211e-05 0.030137724017261946 0.060138998038384461 -0.040823572963084968 0.010699732110434859 -0.0076994341417369926 -0.050395999422036764 0.034796326266154802 -0.058507029567028059 0.031939802414501797 -0.055309023804791024 0.016446291585873764 -0.026004773034777641 0.035244816036746576 -0.0099457533958709089 -0.0061242226055341371 -0.029403376252761106 0.06235882566738437 0.041461699483580944 -0.043057449651271527 -0.00047199416273662007 -0.023198414736843597 0.012851814910897683 0.055590260345643752 -0.017952727189335192 0.017376471724096405 leaf_weight=144.69046907486052 367.41359229702402 2.9074423150032085 0.50219604149242503 1.275041489914061 168.0808420308249 6.8903036860283446 0.5559820170747124 1.1053816638886917 3.1683367993682614 6.6506213828888558 2.9192834092800126 1.6471714105864519 0.92370725850923907 1.2727306038723329 1.5293123835581357 0.89405052899382997 2.5926504731178275 3.4238375213462851 1.9521303651854394 38.219291889728993 1.4250982082521657 1.7924910006404386 0.60928543738555152 1.6904317180160431 111.16220365979106 2.384071683103687 14.477722985553557 1.7484137159772206 3.0866663746564873 12.305884536200209 leaf_count=2578 11687 226 20 24 3005 83 24 10 55 160 91 46 22 30 41 23 35 46 35 712 33 26 16 58 2061 40 235 18 103 316 internal_value=-4.1067e-05 -0.00218296 -0.0341907 0.00143396 0.00264768 0.00514014 0.0198615 0.00425004 -0.000765327 -0.0112056 -0.0224479 0.000736279 -0.0305599 -0.0180254 -0.0079084 -0.0288364 0.000227633 0.000619727 0.0188351 0.000259191 0.0162506 0.0293657 -0.00493311 -0.0175166 -0.000348697 0.00135225 0.0122488 0.017457 0.00456127 0.00500391 internal_weight=909.297 370.823 3.40964 538.473 346.984 170.934 9.746 161.188 191.49 17.1119 8.81413 8.29779 7.53908 4.6198 3.69609 2.42336 176.049 173.457 5.37597 174.378 6.38593 4.96083 2.8557 2.24641 167.992 129.772 18.6102 16.2261 160.083 156.996 internal_count=21859 11933 246 9926 6309 3188 181 3007 3617 437 231 206 207 116 94 64 3121 3086 81 3180 114 81 98 82 3066 2354 293 253 2997 2894 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=0 split_feature=3 3 8 8 3 2 0 4 8 8 1 8 2 0 2 4 3 3 3 4 1 8 3 2 0 3 4 3 3 0 split_gain=1.06848 0.615132 0.472123 0.663643 0.831178 0.649995 0.768999 0.611396 0.855835 0.466715 0.460905 0.444277 1.4656 1.02189 1.37486 0.736644 1.52616 1.40507 0.934412 0.721724 0.680094 0.668006 0.6568 0.932491 0.656633 1.64874 1.00707 0.95937 0.652326 1.2578 threshold=5.5277777777777786 5.354166666666667 2625.0000000000005 1850.0000000000002 5.4722222222222232 0.41428571428571431 8.5000000000000018 4.5000000000000009 1650.0000000000002 1075.0000000000002 1.0000000180025095e-35 1750.0000000000002 0.58571428571428574 2.5000000000000004 0.43650793650793657 5.5000000000000009 10.267857142857144 12.775000000000002 9.4142857142857164 5.5000000000000009 0.11805555555555557 1850.0000000000002 5.6125000000000007 0.58571428571428574 1.5000000000000002 6.9500000000000011 6.5000000000000009 8.4142857142857164 6.8166666666666673 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 -6 -9 10 -2 22 13 19 15 16 18 -17 -15 21 -16 -13 -11 28 -21 -26 27 -27 29 -24 right_child=9 2 -4 -5 7 -7 -8 8 -10 11 -12 12 -14 14 20 17 -18 -19 -20 24 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.0014230990260079507 0.0058277038639431029 0.031333140477379812 0.040106332892963108 -0.021527693515008085 -0.00047111830420005222 0.060926348984410184 -0.017414623685123972 -0.0020258399065433861 0.049930920883990489 -0.029971929370878111 0.050872308058224652 0.021107544832346455 0.048654111276096673 -0.0011385133704014643 -0.0080513944510114763 -0.018032562689474611 0.060312666816618593 0.056525603453477825 -0.03972469258199731 0.0027754953920534641 -0.057580377780563012 -0.0051359703668456564 -0.0087241834207473379 -0.039863407238410281 -0.060234811698011183 0.046784024912634614 -0.010491599988264703 -0.0075406294018714806 -0.0038274908260471558 0.0062241447463177594 leaf_weight=370.32277331361433 12.034689911798235 3.0635352935642084 1.2161142595577974 1.7407390444895998 12.028752630401867 1.149988151315483 1.0993231246029607 1.5696310102939615 1.6010203473269939 2.2373866462075389 0.59601726970868263 8.9448057457629755 1.539585186052135 56.02123517311702 1.1268160270046785 12.478680834715302 0.99255109532532415 0.66560307532199736 1.6141779823810782 94.65539209616955 1.8006458627278332 3.326588589930906 20.054606119926149 1.6858293915283855 1.3918516363337392 1.7238272179965854 10.915076244223426 1.5376174110656391 232.33845243636412 47.174953628069943 leaf_count=6342 408 40 18 32 202 23 38 26 22 56 21 177 25 1280 20 448 38 22 50 3045 35 63 399 33 34 41 400 43 7570 908 internal_value=-3.99063e-05 0.00192058 0.00977046 0.00811262 0.010628 0.0276519 0.0184599 0.0046774 0.0242097 -0.0015394 0.00795327 -0.00177814 5.96036e-05 -0.000319795 -0.00492898 -0.00355902 -0.00116054 -0.0142571 -0.00221919 0.00249097 -0.0385161 0.0139933 -0.00298154 -0.00278108 0.00121039 -0.0083054 -0.00320697 0.0211725 -0.0025724 0.00176505 internal_weight=908.648 393.792 23.4691 22.253 20.5123 5.31285 4.16286 15.1994 3.17065 514.856 12.6307 502.226 198.734 197.195 74.6997 71.7722 58.628 13.1443 57.6354 122.495 2.92746 12.2714 303.491 301.254 110.224 15.5684 14.1765 3.26144 299.568 67.2296 internal_count=21859 6743 401 383 351 101 78 250 48 15116 429 14687 5721 5696 1893 1838 1368 470 1330 3803 55 240 8966 8910 3563 518 484 84 8877 1307 is_linear=0 shrinkage=0.05 end of trees feature_importances: recent_avg_finish=633 distance_m=401 recent_runs=273 recent_top3_rate=222 recent_win_rate=183 recent_best_finish=148 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 4] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 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] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 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] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [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:[]