{
 "W1": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.43568464730290457,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.39355385920271413,
      "recall": 0.8822355289421158
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.39355385920271413,
      "recall": 0.8822355289421158
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.43511450381679384,
      "recall": 0.8512974051896207
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.4868532654792197,
      "recall": 0.8083832335329342
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.4868532654792197,
      "recall": 0.8083832335329342
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.503392705682782,
      "recall": 0.7934131736526946
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.5305343511450382,
      "recall": 0.7674650698602794
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.5305343511450382,
      "recall": 0.7674650698602794
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.5419847328244275,
      "recall": 0.7534930139720559
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5602205258693809,
      "recall": 0.7315369261477046
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5602205258693809,
      "recall": 0.7315369261477046
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5691263782866836,
      "recall": 0.7235528942115769
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5810008481764206,
      "recall": 0.7085828343313373
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5810008481764206,
      "recall": 0.7085828343313373
     },
     {
      "P1": 0.25,
      "closed": 0.5848176420695504,
      "recall": 0.7035928143712575
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5932994062765056,
      "recall": 0.6976047904191617
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5932994062765056,
      "recall": 0.6976047904191617
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.5949957591178965,
      "recall": 0.6966067864271457
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.602629346904156,
      "recall": 0.6866267465069861
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.602629346904156,
      "recall": 0.6866267465069861
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.6055979643765903,
      "recall": 0.6836327345309381
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.6119592875318066,
      "recall": 0.6726546906187625
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.6119592875318066,
      "recall": 0.6726546906187625
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.6162001696352841,
      "recall": 0.6666666666666666
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.6221374045801527,
      "recall": 0.6586826347305389
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.6221374045801527,
      "recall": 0.6586826347305389
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.6246819338422391,
      "recall": 0.654690618762475
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6340118744698897,
      "recall": 0.6397205588822356
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6340118744698897,
      "recall": 0.6397205588822356
     },
     {
      "P1": 0.5,
      "closed": 0.6374045801526718,
      "recall": 0.6347305389221557
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.6429177268871925,
      "recall": 0.6287425149700598
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.6429177268871925,
      "recall": 0.6287425149700598
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.64715860899067,
      "recall": 0.6227544910179641
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6535199321458863,
      "recall": 0.6147704590818364
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6535199321458863,
      "recall": 0.6147704590818364
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6573367260390162,
      "recall": 0.6117764471057884
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6641221374045801,
      "recall": 0.6037924151696606
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6641221374045801,
      "recall": 0.6037924151696606
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6692111959287532,
      "recall": 0.5978043912175649
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6781170483460559,
      "recall": 0.5878243512974052
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6781170483460559,
      "recall": 0.5878243512974052
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6823579304495335,
      "recall": 0.5818363273453094
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.6887192536047497,
      "recall": 0.5718562874251497
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.6887192536047497,
      "recall": 0.5718562874251497
     },
     {
      "P1": 0.75,
      "closed": 0.6929601357082273,
      "recall": 0.564870259481038
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.7031382527565734,
      "recall": 0.5508982035928144
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.7031382527565734,
      "recall": 0.5508982035928144
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.7078032230703987,
      "recall": 0.5459081836327345
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.7196776929601357,
      "recall": 0.530938123752495
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.7196776929601357,
      "recall": 0.530938123752495
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.7247667514843088,
      "recall": 0.5229540918163673
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7400339270568278,
      "recall": 0.49800399201596807
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7400339270568278,
      "recall": 0.49800399201596807
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7468193384223918,
      "recall": 0.48602794411177647
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.7714164546225615,
      "recall": 0.4441117764471058
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.7714164546225615,
      "recall": 0.4441117764471058
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7888040712468194,
      "recall": 0.41417165668662675
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8341815097540288,
      "recall": 0.32934131736526945
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8341815097540288,
      "recall": 0.32934131736526945
     },
     {
      "P1": 1.0,
      "closed": 0.8821034775233249,
      "recall": 0.2375249500998004
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 315.0,
    "AUC_p1": 0.8501322751322752
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.10000000149011612
   },
   "final": {
    "a": 262.0,
    "b": 129.0,
    "c": 53.0,
    "d": 279.0,
    "n": 723.0,
    "base": 0.43568464730290457,
    "POD": 0.8317460317460318,
    "POFD": 0.3161764705882353,
    "FAR": 0.329923273657289,
    "FBI": 1.2412698412698413,
    "CSI": 0.5900900900900901,
    "SEDI": 0.6773696632619788
   },
   "one_stage": {
    "a": 226.0,
    "b": 64.0,
    "c": 89.0,
    "d": 344.0,
    "n": 723.0,
    "base": 0.43568464730290457,
    "POD": 0.7174603174603175,
    "POFD": 0.1568627450980392,
    "FAR": 0.2206896551724138,
    "FBI": 0.9206349206349206,
    "CSI": 0.5963060686015831,
    "SEDI": 0.7222075457036624
   },
   "AUC_p1": 0.8501322751322752
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.44783715012722647,
      "recall": 0.8343313373253493
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.44783715012722647,
      "recall": 0.8343313373253493
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.4720101781170484,
      "recall": 0.8193612774451098
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.5063613231552162,
      "recall": 0.7844311377245509
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.5063613231552162,
      "recall": 0.7844311377245509
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.5186598812553012,
      "recall": 0.7724550898203593
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.5356234096692112,
      "recall": 0.7514970059880239
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.5356234096692112,
      "recall": 0.7514970059880239
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.5424088210347753,
      "recall": 0.7475049900199601
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5602205258693809,
      "recall": 0.7285429141716567
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5602205258693809,
      "recall": 0.7285429141716567
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5661577608142494,
      "recall": 0.7235528942115769
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5763358778625954,
      "recall": 0.7065868263473054
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5763358778625954,
      "recall": 0.7065868263473054
     },
     {
      "P1": 0.25,
      "closed": 0.5801526717557253,
      "recall": 0.7015968063872255
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.587362171331637,
      "recall": 0.6926147704590818
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.587362171331637,
      "recall": 0.6926147704590818
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.590754877014419,
      "recall": 0.688622754491018
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.5983884648006785,
      "recall": 0.6806387225548902
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.5983884648006785,
      "recall": 0.6806387225548902
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.600932994062765,
      "recall": 0.6786427145708582
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.6077184054283291,
      "recall": 0.6706586826347305
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.6077184054283291,
      "recall": 0.6706586826347305
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.6136556403731976,
      "recall": 0.6636726546906188
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.6170483460559797,
      "recall": 0.6586826347305389
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.6170483460559797,
      "recall": 0.6586826347305389
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.6225614927905004,
      "recall": 0.6516966067864272
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6276505513146735,
      "recall": 0.6477045908183633
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6276505513146735,
      "recall": 0.6477045908183633
     },
     {
      "P1": 0.5,
      "closed": 0.6314673452078032,
      "recall": 0.6437125748502994
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.6382527565733673,
      "recall": 0.6347305389221557
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.6382527565733673,
      "recall": 0.6347305389221557
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6391009329940628,
      "recall": 0.6337325349301397
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6454622561492791,
      "recall": 0.6237524950099801
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6454622561492791,
      "recall": 0.6237524950099801
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6467345207803223,
      "recall": 0.6217564870259481
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6526717557251909,
      "recall": 0.6117764471057884
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6526717557251909,
      "recall": 0.6117764471057884
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.655640373197625,
      "recall": 0.6107784431137725
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6632739609838847,
      "recall": 0.5988023952095808
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6632739609838847,
      "recall": 0.5988023952095808
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6670907548770144,
      "recall": 0.5958083832335329
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.6709075487701441,
      "recall": 0.592814371257485
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.6709075487701441,
      "recall": 0.592814371257485
     },
     {
      "P1": 0.75,
      "closed": 0.6751484308736218,
      "recall": 0.5868263473053892
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.6810856658184903,
      "recall": 0.5748502994011976
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.6810856658184903,
      "recall": 0.5748502994011976
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.6823579304495335,
      "recall": 0.5738522954091816
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.6912637828668363,
      "recall": 0.562874251497006
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.6912637828668363,
      "recall": 0.562874251497006
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.6955046649703138,
      "recall": 0.5538922155688623
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7128922815945717,
      "recall": 0.530938123752495
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7128922815945717,
      "recall": 0.530938123752495
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.72264631043257,
      "recall": 0.5149700598802395
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.7387616624257846,
      "recall": 0.48902195608782434
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.7387616624257846,
      "recall": 0.48902195608782434
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7497879558948262,
      "recall": 0.4660678642714571
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.7909245122985581,
      "recall": 0.3902195608782435
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.7909245122985581,
      "recall": 0.3902195608782435
     },
     {
      "P1": 1.0,
      "closed": 0.821882951653944,
      "recall": 0.3313373253493014
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 315.0,
    "AUC_p1": 0.8132119514472456
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "logreg0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "logreg1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "logreg2",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "logreg3",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "logreg0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "logreg1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "logreg2",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "logreg3",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.05000000074505806
   },
   "final": {
    "a": 264.0,
    "b": 161.0,
    "c": 51.0,
    "d": 247.0,
    "n": 723.0,
    "base": 0.43568464730290457,
    "POD": 0.8380952380952381,
    "POFD": 0.3946078431372549,
    "FAR": 0.3788235294117647,
    "FBI": 1.3492063492063493,
    "CSI": 0.5546218487394958,
    "SEDI": 0.6042693641598149
   },
   "one_stage": {
    "a": 220.0,
    "b": 81.0,
    "c": 95.0,
    "d": 327.0,
    "n": 723.0,
    "base": 0.43568464730290457,
    "POD": 0.6984126984126984,
    "POFD": 0.19852941176470587,
    "FAR": 0.2691029900332226,
    "FBI": 0.9555555555555556,
    "CSI": 0.5555555555555556,
    "SEDI": 0.6582496441740421
   },
   "AUC_p1": 0.8132119514472456
  }
 },
 "W2": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.35408022130013833,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5525869380831213,
      "recall": 0.5958279009126467
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5525869380831213,
      "recall": 0.5958279009126467
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6077184054283291,
      "recall": 0.5358539765319427
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6738761662425785,
      "recall": 0.4471968709256845
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6738761662425785,
      "recall": 0.4471968709256845
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7022900763358779,
      "recall": 0.41199478487614083
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7387616624257846,
      "recall": 0.3533246414602347
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7387616624257846,
      "recall": 0.3533246414602347
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7519083969465649,
      "recall": 0.34028683181225555
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7777777777777778,
      "recall": 0.3089960886571056
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7777777777777778,
      "recall": 0.3089960886571056
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7883799830364716,
      "recall": 0.29335071707953064
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.806615776081425,
      "recall": 0.26988265971316816
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.806615776081425,
      "recall": 0.26988265971316816
     },
     {
      "P1": 0.25,
      "closed": 0.813401187446989,
      "recall": 0.2633637548891786
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8269720101781171,
      "recall": 0.2503259452411995
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8269720101781171,
      "recall": 0.2503259452411995
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8346055979643766,
      "recall": 0.23859191655801826
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8452078032230704,
      "recall": 0.2255541069100391
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8452078032230704,
      "recall": 0.2255541069100391
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8524173027989822,
      "recall": 0.2151238591916558
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8655640373197625,
      "recall": 0.196870925684485
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8655640373197625,
      "recall": 0.196870925684485
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8685326547921968,
      "recall": 0.19426336375488917
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8778625954198473,
      "recall": 0.18122555410691005
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8778625954198473,
      "recall": 0.18122555410691005
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8829516539440203,
      "recall": 0.17340286831812254
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8880407124681934,
      "recall": 0.1681877444589309
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8880407124681934,
      "recall": 0.1681877444589309
     },
     {
      "P1": 0.5,
      "closed": 0.8897370653095844,
      "recall": 0.16427640156453716
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.8960983884648007,
      "recall": 0.1577574967405476
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.8960983884648007,
      "recall": 0.1577574967405476
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9016115351993215,
      "recall": 0.14602346805736635
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9088210347752332,
      "recall": 0.13428943937418514
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9088210347752332,
      "recall": 0.13428943937418514
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9134860050890585,
      "recall": 0.1290743155149935
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9164546225614928,
      "recall": 0.12777053455019557
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9164546225614928,
      "recall": 0.12777053455019557
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9181509754028838,
      "recall": 0.12516297262059975
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9223918575063613,
      "recall": 0.11734028683181226
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9223918575063613,
      "recall": 0.11734028683181226
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9240882103477523,
      "recall": 0.11603650586701435
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9274809160305344,
      "recall": 0.10821382007822686
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9274809160305344,
      "recall": 0.10821382007822686
     },
     {
      "P1": 0.75,
      "closed": 0.9308736217133163,
      "recall": 0.1016949152542373
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9376590330788804,
      "recall": 0.09256844850065189
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9376590330788804,
      "recall": 0.09256844850065189
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9423240033927057,
      "recall": 0.08604954367666232
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9499575911789653,
      "recall": 0.07822685788787484
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9499575911789653,
      "recall": 0.07822685788787484
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9533502968617472,
      "recall": 0.07301173402868318
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9631043256997456,
      "recall": 0.05215123859191656
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9631043256997456,
      "recall": 0.05215123859191656
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9669211195928753,
      "recall": 0.0469361147327249
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9770992366412213,
      "recall": 0.03389830508474576
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9770992366412213,
      "recall": 0.03389830508474576
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9817642069550466,
      "recall": 0.027379400260756193
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.989821882951654,
      "recall": 0.01564537157757497
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.989821882951654,
      "recall": 0.01564537157757497
     },
     {
      "P1": 1.0,
      "closed": 0.9957591178965225,
      "recall": 0.005215123859191656
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 256.0,
    "AUC_p1": 0.6101612687366167
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.05000000074505806
   },
   "final": {
    "a": 146.0,
    "b": 171.0,
    "c": 110.0,
    "d": 296.0,
    "n": 723.0,
    "base": 0.35408022130013833,
    "POD": 0.5703125,
    "POFD": 0.36616702355460384,
    "FAR": 0.5394321766561514,
    "FBI": 1.23828125,
    "CSI": 0.34192037470725994,
    "SEDI": 0.2901465574338174
   },
   "one_stage": {
    "a": 39.0,
    "b": 34.0,
    "c": 217.0,
    "d": 433.0,
    "n": 723.0,
    "base": 0.35408022130013833,
    "POD": 0.15234375,
    "POFD": 0.0728051391862955,
    "FAR": 0.4657534246575342,
    "FBI": 0.28515625,
    "CSI": 0.13448275862068965,
    "SEDI": 0.17460182433629598
   },
   "AUC_p1": 0.6101612687366167
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.594147582697201,
      "recall": 0.5619295958279009
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.594147582697201,
      "recall": 0.5619295958279009
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.63019508057676,
      "recall": 0.5254237288135594
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6819338422391857,
      "recall": 0.4641460234680574
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6819338422391857,
      "recall": 0.4641460234680574
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7073791348600509,
      "recall": 0.4276401564537158
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7379134860050891,
      "recall": 0.3741851368970013
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7379134860050891,
      "recall": 0.3741851368970013
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7480916030534351,
      "recall": 0.36114732724902215
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7637828668363019,
      "recall": 0.34028683181225555
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7637828668363019,
      "recall": 0.34028683181225555
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7692960135708227,
      "recall": 0.3285528031290743
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.7841391009329941,
      "recall": 0.30378096479791394
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.7841391009329941,
      "recall": 0.30378096479791394
     },
     {
      "P1": 0.25,
      "closed": 0.787531806615776,
      "recall": 0.2985658409387223
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.7964376590330788,
      "recall": 0.28552803129074317
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.7964376590330788,
      "recall": 0.28552803129074317
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8015267175572519,
      "recall": 0.2790091264667536
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8142493638676844,
      "recall": 0.2607561929595828
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8142493638676844,
      "recall": 0.2607561929595828
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8176420695504665,
      "recall": 0.258148631029987
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8244274809160306,
      "recall": 0.24771838331160365
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8244274809160306,
      "recall": 0.24771838331160365
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8282442748091603,
      "recall": 0.23989569752281617
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8354537743850721,
      "recall": 0.23076923076923078
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8354537743850721,
      "recall": 0.23076923076923078
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8384223918575063,
      "recall": 0.22685788787483702
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8452078032230704,
      "recall": 0.21642764015645372
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8452078032230704,
      "recall": 0.21642764015645372
     },
     {
      "P1": 0.5,
      "closed": 0.8460559796437659,
      "recall": 0.21642764015645372
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.8545377438507209,
      "recall": 0.20208604954367665
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.8545377438507209,
      "recall": 0.20208604954367665
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.8566581849024597,
      "recall": 0.1981747066492829
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.8634435962680238,
      "recall": 0.19035202086049544
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.8634435962680238,
      "recall": 0.19035202086049544
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.868108566581849,
      "recall": 0.18383311603650587
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.8731976251060221,
      "recall": 0.17992177314211213
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.8731976251060221,
      "recall": 0.17992177314211213
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.8765903307888041,
      "recall": 0.17470664928292046
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.8854961832061069,
      "recall": 0.16427640156453716
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.8854961832061069,
      "recall": 0.16427640156453716
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.8871925360474979,
      "recall": 0.16427640156453716
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.8905852417302799,
      "recall": 0.1590612777053455
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.8905852417302799,
      "recall": 0.1590612777053455
     },
     {
      "P1": 0.75,
      "closed": 0.8918575063613232,
      "recall": 0.15514993481095177
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.8977947413061917,
      "recall": 0.14993481095176012
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.8977947413061917,
      "recall": 0.14993481095176012
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9016115351993215,
      "recall": 0.14471968709256844
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9067005937234944,
      "recall": 0.13689700130378096
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9067005937234944,
      "recall": 0.13689700130378096
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9130619168787107,
      "recall": 0.12646675358539766
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9181509754028838,
      "recall": 0.11864406779661017
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9181509754028838,
      "recall": 0.11864406779661017
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9202714164546225,
      "recall": 0.1121251629726206
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9338422391857506,
      "recall": 0.0938722294654498
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9338422391857506,
      "recall": 0.0938722294654498
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9410517387616624,
      "recall": 0.08213820078226858
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9563189143341815,
      "recall": 0.06649282920469361
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9563189143341815,
      "recall": 0.06649282920469361
     },
     {
      "P1": 1.0,
      "closed": 0.9669211195928753,
      "recall": 0.04302477183833116
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 256.0,
    "AUC_p1": 0.5942016862955032
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "logreg0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "logreg1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "logreg2",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "logreg3",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "logreg0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "logreg1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "logreg2",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "logreg3",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 154.0,
    "b": 194.0,
    "c": 102.0,
    "d": 273.0,
    "n": 723.0,
    "base": 0.35408022130013833,
    "POD": 0.6015625,
    "POFD": 0.41541755888650966,
    "FAR": 0.5574712643678161,
    "FBI": 1.359375,
    "CSI": 0.3422222222222222,
    "SEDI": 0.264999137109443
   },
   "one_stage": {
    "a": 60.0,
    "b": 65.0,
    "c": 196.0,
    "d": 402.0,
    "n": 723.0,
    "base": 0.35408022130013833,
    "POD": 0.234375,
    "POFD": 0.139186295503212,
    "FAR": 0.52,
    "FBI": 0.48828125,
    "CSI": 0.18691588785046728,
    "SEDI": 0.16623492913341661
   },
   "AUC_p1": 0.5942016862955032
  }
 },
 "W3": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.3457814661134163,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5932994062765056,
      "recall": 0.4783180026281209
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5932994062765056,
      "recall": 0.4783180026281209
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6513994910941476,
      "recall": 0.4126149802890933
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7319762510602206,
      "recall": 0.31011826544021026
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7319762510602206,
      "recall": 0.31011826544021026
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7569974554707379,
      "recall": 0.27989487516425754
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8027989821882952,
      "recall": 0.22470433639947437
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8027989821882952,
      "recall": 0.22470433639947437
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8227311280746396,
      "recall": 0.19185282522996058
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8515691263782867,
      "recall": 0.15637319316688567
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8515691263782867,
      "recall": 0.15637319316688567
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8575063613231553,
      "recall": 0.14848883048620237
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8770144189991518,
      "recall": 0.13009198423127463
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8770144189991518,
      "recall": 0.13009198423127463
     },
     {
      "P1": 0.25,
      "closed": 0.8821034775233249,
      "recall": 0.12089356110381078
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8931297709923665,
      "recall": 0.10906701708278581
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8931297709923665,
      "recall": 0.10906701708278581
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.9020356234096693,
      "recall": 0.09855453350854139
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9134860050890585,
      "recall": 0.08804204993429698
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9134860050890585,
      "recall": 0.08804204993429698
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9189991518235793,
      "recall": 0.08147174770039421
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9291772688719253,
      "recall": 0.06964520367936924
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9291772688719253,
      "recall": 0.06964520367936924
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9325699745547074,
      "recall": 0.0657030223390276
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9406276505513147,
      "recall": 0.05387647831800263
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9406276505513147,
      "recall": 0.05387647831800263
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.943596268023749,
      "recall": 0.04862023653088042
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9512298558100085,
      "recall": 0.03942181340341656
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9512298558100085,
      "recall": 0.03942181340341656
     },
     {
      "P1": 0.5,
      "closed": 0.955470737913486,
      "recall": 0.03679369250985545
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9597116200169635,
      "recall": 0.0328515111695138
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9597116200169635,
      "recall": 0.0328515111695138
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9656488549618321,
      "recall": 0.026281208935611037
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9732824427480916,
      "recall": 0.01971090670170828
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9732824427480916,
      "recall": 0.01971090670170828
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9749787955894826,
      "recall": 0.018396846254927726
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9783715012722647,
      "recall": 0.011826544021024968
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9783715012722647,
      "recall": 0.011826544021024968
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9796437659033079,
      "recall": 0.011826544021024968
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9821882951653944,
      "recall": 0.010512483574244415
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9821882951653944,
      "recall": 0.010512483574244415
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9826123833757422,
      "recall": 0.010512483574244415
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9838846480067854,
      "recall": 0.009198423127463863
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9838846480067854,
      "recall": 0.009198423127463863
     },
     {
      "P1": 0.75,
      "closed": 0.9843087362171332,
      "recall": 0.009198423127463863
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9868532654792197,
      "recall": 0.006570302233902759
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9868532654792197,
      "recall": 0.006570302233902759
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9885496183206107,
      "recall": 0.006570302233902759
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9919423240033927,
      "recall": 0.005256241787122208
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9919423240033927,
      "recall": 0.005256241787122208
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9936386768447837,
      "recall": 0.005256241787122208
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9936386768447837,
      "recall": 0.005256241787122208
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9944868532654793,
      "recall": 0.003942181340341655
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.996607294317218,
      "recall": 0.002628120893561104
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.996607294317218,
      "recall": 0.002628120893561104
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.001314060446780552
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9987277353689568,
      "recall": 0.001314060446780552
     },
     {
      "P1": 1.0,
      "closed": 0.9991518235793045,
      "recall": 0.001314060446780552
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 250.0,
    "AUC_p1": 0.5622367864693446
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 126.0,
    "b": 183.0,
    "c": 124.0,
    "d": 290.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.504,
    "POFD": 0.386892177589852,
    "FAR": 0.5922330097087378,
    "FBI": 1.236,
    "CSI": 0.2909930715935335,
    "SEDI": 0.16862457025350502
   },
   "one_stage": {
    "a": 19.0,
    "b": 18.0,
    "c": 231.0,
    "d": 455.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.076,
    "POFD": 0.03805496828752643,
    "FAR": 0.4864864864864865,
    "FBI": 0.148,
    "CSI": 0.0708955223880597,
    "SEDI": 0.12273602461960359
   },
   "AUC_p1": 0.5622367864693446
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5661577608142494,
      "recall": 0.4940867279894875
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5661577608142494,
      "recall": 0.4940867279894875
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6344359626802375,
      "recall": 0.4336399474375821
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7078032230703987,
      "recall": 0.3416557161629435
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7078032230703987,
      "recall": 0.3416557161629435
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7353689567430026,
      "recall": 0.31537450722733246
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7731128074639525,
      "recall": 0.2720105124835742
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7731128074639525,
      "recall": 0.2720105124835742
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7866836301950806,
      "recall": 0.24967148488830487
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8083121289228159,
      "recall": 0.22207621550591328
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8083121289228159,
      "recall": 0.22207621550591328
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.81509754028838,
      "recall": 0.21681997371879105
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8333333333333334,
      "recall": 0.19448094612352168
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8333333333333334,
      "recall": 0.19448094612352168
     },
     {
      "P1": 0.25,
      "closed": 0.8379983036471585,
      "recall": 0.19053876478318002
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.851145038167939,
      "recall": 0.16819973718791065
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.851145038167939,
      "recall": 0.16819973718791065
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8541136556403732,
      "recall": 0.164257555847569
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.861323155216285,
      "recall": 0.15637319316688567
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.861323155216285,
      "recall": 0.15637319316688567
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8659881255301103,
      "recall": 0.1498028909329829
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8770144189991518,
      "recall": 0.1314060446780552
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8770144189991518,
      "recall": 0.1314060446780552
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.879983036471586,
      "recall": 0.1287779237844941
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8871925360474979,
      "recall": 0.12352168199737187
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8871925360474979,
      "recall": 0.12352168199737187
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8897370653095844,
      "recall": 0.11826544021024968
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8948261238337574,
      "recall": 0.11038107752956636
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8948261238337574,
      "recall": 0.11038107752956636
     },
     {
      "P1": 0.5,
      "closed": 0.8960983884648007,
      "recall": 0.10906701708278581
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9011874469889737,
      "recall": 0.1011826544021025
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9011874469889737,
      "recall": 0.1011826544021025
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9037319762510603,
      "recall": 0.1011826544021025
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9122137404580153,
      "recall": 0.09461235216819974
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9122137404580153,
      "recall": 0.09461235216819974
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9173027989821882,
      "recall": 0.08804204993429698
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9266327396098388,
      "recall": 0.07752956636005257
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9266327396098388,
      "recall": 0.07752956636005257
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9304495335029687,
      "recall": 0.07621550591327202
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9376590330788804,
      "recall": 0.06964520367936924
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9376590330788804,
      "recall": 0.06964520367936924
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9393553859202715,
      "recall": 0.06701708278580815
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.94529262086514,
      "recall": 0.06044678055190539
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.94529262086514,
      "recall": 0.06044678055190539
     },
     {
      "P1": 0.75,
      "closed": 0.9486853265479219,
      "recall": 0.056504599211563734
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9525021204410518,
      "recall": 0.051248357424441525
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9525021204410518,
      "recall": 0.051248357424441525
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9563189143341815,
      "recall": 0.045992115637319315
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9618320610687023,
      "recall": 0.03942181340341656
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9618320610687023,
      "recall": 0.03942181340341656
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9626802374893978,
      "recall": 0.03810775295663601
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9669211195928753,
      "recall": 0.035479632063074903
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9669211195928753,
      "recall": 0.035479632063074903
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9715860899067006,
      "recall": 0.030223390275952694
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9804919423240034,
      "recall": 0.018396846254927726
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9804919423240034,
      "recall": 0.018396846254927726
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9851569126378287,
      "recall": 0.01445466491458607
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9940627650551315,
      "recall": 0.005256241787122208
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9940627650551315,
      "recall": 0.005256241787122208
     },
     {
      "P1": 1.0,
      "closed": 0.9957591178965225,
      "recall": 0.002628120893561104
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 250.0,
    "AUC_p1": 0.5387864693446088
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "logreg0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "logreg1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "logreg2",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "logreg3",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "logreg0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "logreg1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "logreg2",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "logreg3",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.05000000074505806
   },
   "final": {
    "a": 99.0,
    "b": 159.0,
    "c": 151.0,
    "d": 314.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.396,
    "POFD": 0.3361522198731501,
    "FAR": 0.6162790697674418,
    "FBI": 1.032,
    "CSI": 0.24205378973105135,
    "SEDI": 0.08815431670339774
   },
   "one_stage": {
    "a": 31.0,
    "b": 56.0,
    "c": 219.0,
    "d": 417.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.124,
    "POFD": 0.11839323467230443,
    "FAR": 0.6436781609195402,
    "FBI": 0.348,
    "CSI": 0.10130718954248366,
    "SEDI": 0.01175324145731503
   },
   "AUC_p1": 0.5387864693446088
  }
 },
 "W4": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.34024896265560167,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5665818490245971,
      "recall": 0.4980443285528031
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5665818490245971,
      "recall": 0.4980443285528031
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6251060220525869,
      "recall": 0.44328552803129073
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6942324003392706,
      "recall": 0.3663624511082138
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6942324003392706,
      "recall": 0.3663624511082138
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7196776929601357,
      "recall": 0.34419817470664926
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7608142493638677,
      "recall": 0.29465449804432853
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7608142493638677,
      "recall": 0.29465449804432853
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.779050042408821,
      "recall": 0.27509778357235987
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8036471586089906,
      "recall": 0.24119947848761408
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8036471586089906,
      "recall": 0.24119947848761408
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8146734520780322,
      "recall": 0.2255541069100391
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8371501272264631,
      "recall": 0.19165580182529335
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8371501272264631,
      "recall": 0.19165580182529335
     },
     {
      "P1": 0.25,
      "closed": 0.8473282442748091,
      "recall": 0.17992177314211213
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8651399491094147,
      "recall": 0.16036505867014342
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8651399491094147,
      "recall": 0.16036505867014342
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8736217133163698,
      "recall": 0.15514993481095177
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8910093299406276,
      "recall": 0.13298565840938723
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8910093299406276,
      "recall": 0.13298565840938723
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8965224766751484,
      "recall": 0.12385919165580182
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.909245122985581,
      "recall": 0.11342894393741851
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.909245122985581,
      "recall": 0.11342894393741851
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9164546225614928,
      "recall": 0.1016949152542373
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9274809160305344,
      "recall": 0.08604954367666232
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9274809160305344,
      "recall": 0.08604954367666232
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9363867684478372,
      "recall": 0.07692307692307693
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9482612383375743,
      "recall": 0.06779661016949153
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9482612383375743,
      "recall": 0.06779661016949153
     },
     {
      "P1": 0.5,
      "closed": 0.9525021204410518,
      "recall": 0.061277705345501955
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9609838846480068,
      "recall": 0.054758800521512385
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9609838846480068,
      "recall": 0.054758800521512385
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9631043256997456,
      "recall": 0.04954367666232073
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9694656488549618,
      "recall": 0.04432855280312908
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9694656488549618,
      "recall": 0.04432855280312908
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9703138252756573,
      "recall": 0.04432855280312908
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9766751484308737,
      "recall": 0.03389830508474576
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9766751484308737,
      "recall": 0.03389830508474576
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9775233248515691,
      "recall": 0.03389830508474576
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9804919423240034,
      "recall": 0.02998696219035202
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9804919423240034,
      "recall": 0.02998696219035202
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9830364715860899,
      "recall": 0.02607561929595828
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9864291772688719,
      "recall": 0.02216427640156454
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9864291772688719,
      "recall": 0.02216427640156454
     },
     {
      "P1": 0.75,
      "closed": 0.9872773536895675,
      "recall": 0.02216427640156454
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9885496183206107,
      "recall": 0.01955671447196871
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9885496183206107,
      "recall": 0.01955671447196871
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9893977947413062,
      "recall": 0.01694915254237288
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9906700593723494,
      "recall": 0.014341590612777053
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9906700593723494,
      "recall": 0.014341590612777053
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9953350296861747,
      "recall": 0.007822685788787484
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9953350296861747,
      "recall": 0.007822685788787484
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9957591178965225,
      "recall": 0.007822685788787484
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.996607294317218,
      "recall": 0.00651890482398957
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.996607294317218,
      "recall": 0.00651890482398957
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9970313825275657,
      "recall": 0.005215123859191656
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.998303647158609,
      "recall": 0.002607561929595828
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.998303647158609,
      "recall": 0.002607561929595828
     },
     {
      "P1": 1.0,
      "closed": 0.9987277353689568,
      "recall": 0.002607561929595828
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 246.0,
    "AUC_p1": 0.5489978012987677
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.05000000074505806
   },
   "final": {
    "a": 92.0,
    "b": 144.0,
    "c": 154.0,
    "d": 333.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.37398373983739835,
    "POFD": 0.3018867924528302,
    "FAR": 0.6101694915254238,
    "FBI": 0.959349593495935,
    "CSI": 0.2358974358974359,
    "SEDI": 0.10739955578298885
   },
   "one_stage": {
    "a": 10.0,
    "b": 16.0,
    "c": 236.0,
    "d": 461.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.04065040650406504,
    "POFD": 0.033542976939203356,
    "FAR": 0.6153846153846154,
    "FBI": 0.10569105691056911,
    "CSI": 0.03816793893129771,
    "SEDI": 0.02990467029630332
   },
   "AUC_p1": 0.5489978012987677
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5932994062765056,
      "recall": 0.4576271186440678
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5932994062765056,
      "recall": 0.4576271186440678
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6497031382527565,
      "recall": 0.3924380704041721
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7171331636980491,
      "recall": 0.3155149934810952
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7171331636980491,
      "recall": 0.3155149934810952
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7404580152671756,
      "recall": 0.288135593220339
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.77735368956743,
      "recall": 0.24511082138200782
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.77735368956743,
      "recall": 0.24511082138200782
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7938931297709924,
      "recall": 0.22294654498044328
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8125530110262935,
      "recall": 0.2046936114732725
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8125530110262935,
      "recall": 0.2046936114732725
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8248515691263782,
      "recall": 0.19556714471968709
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8367260390161153,
      "recall": 0.18122555410691005
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8367260390161153,
      "recall": 0.18122555410691005
     },
     {
      "P1": 0.25,
      "closed": 0.8405428329092451,
      "recall": 0.1773142112125163
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8545377438507209,
      "recall": 0.16558018252933507
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8545377438507209,
      "recall": 0.16558018252933507
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8604749787955894,
      "recall": 0.16166883963494133
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8676844783715013,
      "recall": 0.15384615384615385
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8676844783715013,
      "recall": 0.15384615384615385
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.871501272264631,
      "recall": 0.14602346805736635
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8770144189991518,
      "recall": 0.1421121251629726
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8770144189991518,
      "recall": 0.1421121251629726
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8804071246819338,
      "recall": 0.13820078226857888
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8876166242578456,
      "recall": 0.1316818774445893
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8876166242578456,
      "recall": 0.1316818774445893
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8888888888888888,
      "recall": 0.1303780964797914
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.899067005937235,
      "recall": 0.12255541069100391
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.899067005937235,
      "recall": 0.12255541069100391
     },
     {
      "P1": 0.5,
      "closed": 0.9028837998303647,
      "recall": 0.11603650586701435
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9117896522476675,
      "recall": 0.10821382007822686
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9117896522476675,
      "recall": 0.10821382007822686
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.916030534351145,
      "recall": 0.10430247718383312
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9245122985581001,
      "recall": 0.09126466753585398
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9245122985581001,
      "recall": 0.09126466753585398
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9279050042408821,
      "recall": 0.08865710560625815
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9334181509754029,
      "recall": 0.08604954367666232
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9334181509754029,
      "recall": 0.08604954367666232
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9376590330788804,
      "recall": 0.08083441981747067
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9469889737065309,
      "recall": 0.07040417209908735
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9469889737065309,
      "recall": 0.07040417209908735
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9508057675996607,
      "recall": 0.06649282920469361
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.953774385072095,
      "recall": 0.05997392438070404
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.953774385072095,
      "recall": 0.05997392438070404
     },
     {
      "P1": 0.75,
      "closed": 0.9558948261238338,
      "recall": 0.05867014341590613
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9614079728583546,
      "recall": 0.05084745762711865
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9614079728583546,
      "recall": 0.05084745762711865
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.96225614927905,
      "recall": 0.05084745762711865
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9677692960135709,
      "recall": 0.04432855280312908
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9677692960135709,
      "recall": 0.04432855280312908
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9698897370653096,
      "recall": 0.04432855280312908
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9728583545377438,
      "recall": 0.04041720990873533
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9728583545377438,
      "recall": 0.04041720990873533
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9745547073791349,
      "recall": 0.03911342894393742
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9796437659033079,
      "recall": 0.02998696219035202
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9796437659033079,
      "recall": 0.02998696219035202
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9826123833757422,
      "recall": 0.024771838331160364
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9893977947413062,
      "recall": 0.014341590612777053
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9893977947413062,
      "recall": 0.014341590612777053
     },
     {
      "P1": 1.0,
      "closed": 0.9936386768447837,
      "recall": 0.007822685788787484
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 246.0,
    "AUC_p1": 0.5292350565015084
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "logreg0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "logreg1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "logreg2",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "logreg3",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "logreg0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "logreg1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "logreg2",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "logreg3",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 92.0,
    "b": 161.0,
    "c": 154.0,
    "d": 316.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.37398373983739835,
    "POFD": 0.33752620545073375,
    "FAR": 0.6363636363636364,
    "FBI": 1.0284552845528456,
    "CSI": 0.22604422604422605,
    "SEDI": 0.05396073482974812
   },
   "one_stage": {
    "a": 11.0,
    "b": 40.0,
    "c": 235.0,
    "d": 437.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.044715447154471545,
    "POFD": 0.08385744234800839,
    "FAR": 0.7843137254901961,
    "FBI": 0.2073170731707317,
    "CSI": 0.038461538461538464,
    "SEDI": -0.11725638938468794
   },
   "AUC_p1": 0.5292350565015084
  }
 },
 "W5": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.3499308437067773,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5653095843935538,
      "recall": 0.5119496855345912
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5653095843935538,
      "recall": 0.5119496855345912
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6178965224766751,
      "recall": 0.4440251572327044
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7027141645462256,
      "recall": 0.34968553459119495
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7027141645462256,
      "recall": 0.34968553459119495
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.734520780322307,
      "recall": 0.3119496855345912
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7752332485156912,
      "recall": 0.26163522012578616
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7752332485156912,
      "recall": 0.26163522012578616
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7866836301950806,
      "recall": 0.2440251572327044
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8125530110262935,
      "recall": 0.2088050314465409
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8125530110262935,
      "recall": 0.2088050314465409
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8227311280746396,
      "recall": 0.19874213836477989
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8486005089058524,
      "recall": 0.16729559748427672
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8486005089058524,
      "recall": 0.16729559748427672
     },
     {
      "P1": 0.25,
      "closed": 0.8583545377438507,
      "recall": 0.15471698113207547
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8736217133163698,
      "recall": 0.1371069182389937
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8736217133163698,
      "recall": 0.1371069182389937
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8812553011026294,
      "recall": 0.12830188679245283
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.899067005937235,
      "recall": 0.10314465408805032
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.899067005937235,
      "recall": 0.10314465408805032
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9024597116200169,
      "recall": 0.1018867924528302
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9117896522476675,
      "recall": 0.09559748427672957
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9117896522476675,
      "recall": 0.09559748427672957
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9168787107718406,
      "recall": 0.09182389937106918
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9270568278201866,
      "recall": 0.0779874213836478
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9270568278201866,
      "recall": 0.0779874213836478
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9300254452926209,
      "recall": 0.07547169811320754
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9427480916030534,
      "recall": 0.05786163522012579
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9427480916030534,
      "recall": 0.05786163522012579
     },
     {
      "P1": 0.5,
      "closed": 0.9461407972858354,
      "recall": 0.05408805031446541
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9558948261238338,
      "recall": 0.045283018867924525
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9558948261238338,
      "recall": 0.045283018867924525
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9626802374893978,
      "recall": 0.03522012578616352
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9728583545377438,
      "recall": 0.02389937106918239
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9728583545377438,
      "recall": 0.02389937106918239
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9766751484308737,
      "recall": 0.022641509433962263
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9796437659033079,
      "recall": 0.01761006289308176
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9796437659033079,
      "recall": 0.01761006289308176
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9817642069550466,
      "recall": 0.01509433962264151
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9847328244274809,
      "recall": 0.012578616352201259
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9847328244274809,
      "recall": 0.012578616352201259
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9872773536895675,
      "recall": 0.011320754716981131
     },
     {
      "P1": 0.75,
      "closed": 0.9872773536895675,
      "recall": 0.011320754716981131
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9902459711620017,
      "recall": 0.007547169811320755
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9902459711620017,
      "recall": 0.007547169811320755
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9919423240033927,
      "recall": 0.006289308176100629
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9919423240033927,
      "recall": 0.006289308176100629
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9923664122137404,
      "recall": 0.006289308176100629
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9944868532654793,
      "recall": 0.005031446540880503
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9944868532654793,
      "recall": 0.005031446540880503
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9970313825275657,
      "recall": 0.0037735849056603774
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9970313825275657,
      "recall": 0.0037735849056603774
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9974554707379135,
      "recall": 0.0025157232704402514
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9995759117896522,
      "recall": 0.0012578616352201257
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9995759117896522,
      "recall": 0.0012578616352201257
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.5689681271549911
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 137.0,
    "b": 192.0,
    "c": 116.0,
    "d": 278.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.541501976284585,
    "POFD": 0.4085106382978723,
    "FAR": 0.5835866261398176,
    "FBI": 1.300395256916996,
    "CSI": 0.30786516853932583,
    "SEDI": 0.19068976436137258
   },
   "one_stage": {
    "a": 22.0,
    "b": 32.0,
    "c": 231.0,
    "d": 438.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.08695652173913043,
    "POFD": 0.06808510638297872,
    "FAR": 0.5925925925925926,
    "FBI": 0.2134387351778656,
    "CSI": 0.07719298245614035,
    "SEDI": 0.0501070306526959
   },
   "AUC_p1": 0.5689681271549911
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.589058524173028,
      "recall": 0.4918238993710692
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.589058524173028,
      "recall": 0.4918238993710692
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6361323155216285,
      "recall": 0.4389937106918239
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6912637828668363,
      "recall": 0.3635220125786163
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6912637828668363,
      "recall": 0.3635220125786163
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7111959287531806,
      "recall": 0.33962264150943394
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7493638676844784,
      "recall": 0.28679245283018867
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7493638676844784,
      "recall": 0.28679245283018867
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7612383375742154,
      "recall": 0.27547169811320754
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.779050042408821,
      "recall": 0.2591194968553459
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.779050042408821,
      "recall": 0.2591194968553459
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7862595419847328,
      "recall": 0.2540880503144654
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8036471586089906,
      "recall": 0.22515723270440252
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8036471586089906,
      "recall": 0.22515723270440252
     },
     {
      "P1": 0.25,
      "closed": 0.8108566581849025,
      "recall": 0.2188679245283019
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8206106870229007,
      "recall": 0.20628930817610064
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8206106870229007,
      "recall": 0.20628930817610064
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8265479219677693,
      "recall": 0.2
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8363019508057676,
      "recall": 0.19119496855345913
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8363019508057676,
      "recall": 0.19119496855345913
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8392705682782019,
      "recall": 0.18742138364779873
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8502968617472434,
      "recall": 0.17232704402515722
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8502968617472434,
      "recall": 0.17232704402515722
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8558100084817641,
      "recall": 0.16729559748427672
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8659881255301103,
      "recall": 0.1509433962264151
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8659881255301103,
      "recall": 0.1509433962264151
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8710771840542832,
      "recall": 0.14465408805031446
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8821034775233249,
      "recall": 0.12955974842767295
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8821034775233249,
      "recall": 0.12955974842767295
     },
     {
      "P1": 0.5,
      "closed": 0.8871925360474979,
      "recall": 0.1220125786163522
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.8965224766751484,
      "recall": 0.1169811320754717
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.8965224766751484,
      "recall": 0.1169811320754717
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9024597116200169,
      "recall": 0.10817610062893082
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.912637828668363,
      "recall": 0.09433962264150944
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.912637828668363,
      "recall": 0.09433962264150944
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9164546225614928,
      "recall": 0.0930817610062893
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9262086513994912,
      "recall": 0.08427672955974842
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9262086513994912,
      "recall": 0.08427672955974842
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9287531806615776,
      "recall": 0.07924528301886792
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9372349448685326,
      "recall": 0.07169811320754717
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9372349448685326,
      "recall": 0.07169811320754717
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9402035623409669,
      "recall": 0.06792452830188679
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.94529262086514,
      "recall": 0.06540880503144654
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.94529262086514,
      "recall": 0.06540880503144654
     },
     {
      "P1": 0.75,
      "closed": 0.9478371501272265,
      "recall": 0.061635220125786164
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9533502968617472,
      "recall": 0.055345911949685536
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9533502968617472,
      "recall": 0.055345911949685536
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9550466497031382,
      "recall": 0.05408805031446541
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9614079728583546,
      "recall": 0.042767295597484274
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9614079728583546,
      "recall": 0.042767295597484274
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9656488549618321,
      "recall": 0.03647798742138365
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9732824427480916,
      "recall": 0.03018867924528302
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9732824427480916,
      "recall": 0.03018867924528302
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9783715012722647,
      "recall": 0.02389937106918239
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9830364715860899,
      "recall": 0.018867924528301886
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9830364715860899,
      "recall": 0.018867924528301886
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9855810008481765,
      "recall": 0.01761006289308176
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9902459711620017,
      "recall": 0.012578616352201259
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9902459711620017,
      "recall": 0.012578616352201259
     },
     {
      "P1": 1.0,
      "closed": 0.9944868532654793,
      "recall": 0.010062893081761006
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.5448700698006896
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "logreg0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "logreg1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "logreg2",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "logreg3",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "logreg0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "logreg1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "logreg2",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "logreg3",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 122.0,
    "b": 197.0,
    "c": 131.0,
    "d": 273.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.48221343873517786,
    "POFD": 0.41914893617021276,
    "FAR": 0.6175548589341693,
    "FBI": 1.2608695652173914,
    "CSI": 0.27111111111111114,
    "SEDI": 0.09109280793809903
   },
   "one_stage": {
    "a": 36.0,
    "b": 50.0,
    "c": 217.0,
    "d": 420.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.1422924901185771,
    "POFD": 0.10638297872340426,
    "FAR": 0.5813953488372093,
    "FBI": 0.33992094861660077,
    "CSI": 0.1188118811881188,
    "SEDI": 0.07446416265827843
   },
   "AUC_p1": 0.5448700698006896
  }
 },
 "W6": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.3499308437067773,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6106870229007634,
      "recall": 0.4474708171206226
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6106870229007634,
      "recall": 0.4474708171206226
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6696352841391009,
      "recall": 0.38780804150453957
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7353689567430026,
      "recall": 0.3125810635538262
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7353689567430026,
      "recall": 0.3125810635538262
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.76039016115352,
      "recall": 0.2853437094682231
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7960135708227312,
      "recall": 0.2438391699092088
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7960135708227312,
      "recall": 0.2438391699092088
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.811704834605598,
      "recall": 0.22568093385214008
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8358778625954199,
      "recall": 0.19455252918287938
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8358778625954199,
      "recall": 0.19455252918287938
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8443596268023749,
      "recall": 0.1828793774319066
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8604749787955894,
      "recall": 0.16731517509727625
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8604749787955894,
      "recall": 0.16731517509727625
     },
     {
      "P1": 0.25,
      "closed": 0.866412213740458,
      "recall": 0.1621271076523995
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8837998303647159,
      "recall": 0.14526588845654995
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8837998303647159,
      "recall": 0.14526588845654995
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8871925360474979,
      "recall": 0.14137483787289234
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8965224766751484,
      "recall": 0.13229571984435798
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8965224766751484,
      "recall": 0.13229571984435798
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9028837998303647,
      "recall": 0.11932555123216602
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.912637828668363,
      "recall": 0.10894941634241245
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.912637828668363,
      "recall": 0.10894941634241245
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9185750636132315,
      "recall": 0.10116731517509728
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9274809160305344,
      "recall": 0.08690012970168612
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9274809160305344,
      "recall": 0.08690012970168612
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9321458863443597,
      "recall": 0.07782101167315175
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9414758269720102,
      "recall": 0.06874189364461739
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9414758269720102,
      "recall": 0.06874189364461739
     },
     {
      "P1": 0.5,
      "closed": 0.9448685326547922,
      "recall": 0.06355382619974059
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9533502968617472,
      "recall": 0.054474708171206226
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9533502968617472,
      "recall": 0.054474708171206226
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.955470737913486,
      "recall": 0.05058365758754864
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.96225614927905,
      "recall": 0.04539559014267185
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.96225614927905,
      "recall": 0.04539559014267185
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.963952502120441,
      "recall": 0.042801556420233464
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9715860899067006,
      "recall": 0.0311284046692607
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9715860899067006,
      "recall": 0.0311284046692607
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9737065309584394,
      "recall": 0.02594033722438392
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9787955894826124,
      "recall": 0.016861219195849545
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9787955894826124,
      "recall": 0.016861219195849545
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9792196776929601,
      "recall": 0.016861219195849545
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9817642069550466,
      "recall": 0.01556420233463035
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9817642069550466,
      "recall": 0.01556420233463035
     },
     {
      "P1": 0.75,
      "closed": 0.9838846480067854,
      "recall": 0.011673151750972763
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9872773536895675,
      "recall": 0.007782101167315175
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9872773536895675,
      "recall": 0.007782101167315175
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9881255301102629,
      "recall": 0.00648508430609598
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9893977947413062,
      "recall": 0.005188067444876783
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9893977947413062,
      "recall": 0.005188067444876783
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9902459711620017,
      "recall": 0.0038910505836575876
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9927905004240882,
      "recall": 0.0025940337224383916
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.996607294317218,
      "recall": 0.0025940337224383916
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.996607294317218,
      "recall": 0.0025940337224383916
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9970313825275657,
      "recall": 0.0025940337224383916
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9978795589482612,
      "recall": 0.0025940337224383916
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9978795589482612,
      "recall": 0.0025940337224383916
     },
     {
      "P1": 1.0,
      "closed": 0.9991518235793045,
      "recall": 0.0012970168612191958
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.5254814565637878
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 117.0,
    "b": 197.0,
    "c": 136.0,
    "d": 273.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.4624505928853755,
    "POFD": 0.41914893617021276,
    "FAR": 0.6273885350318471,
    "FBI": 1.2411067193675889,
    "CSI": 0.26,
    "SEDI": 0.06267501233780957
   },
   "one_stage": {
    "a": 18.0,
    "b": 24.0,
    "c": 235.0,
    "d": 446.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.07114624505928854,
    "POFD": 0.05106382978723404,
    "FAR": 0.5714285714285714,
    "FBI": 0.16600790513833993,
    "CSI": 0.06498194945848375,
    "SEDI": 0.061465291127094174
   },
   "AUC_p1": 0.5254814565637878
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6221374045801527,
      "recall": 0.44357976653696496
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6221374045801527,
      "recall": 0.44357976653696496
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6687871077184054,
      "recall": 0.39948119325551235
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7307039864291773,
      "recall": 0.3320363164721141
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7307039864291773,
      "recall": 0.3320363164721141
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7536047497879559,
      "recall": 0.30609597924773024
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7837150127226463,
      "recall": 0.2697795071335927
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7837150127226463,
      "recall": 0.2697795071335927
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7964376590330788,
      "recall": 0.2529182879377432
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8206106870229007,
      "recall": 0.2140077821011673
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8206106870229007,
      "recall": 0.2140077821011673
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8273960983884648,
      "recall": 0.20752269779507135
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8422391857506362,
      "recall": 0.1828793774319066
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8422391857506362,
      "recall": 0.1828793774319066
     },
     {
      "P1": 0.25,
      "closed": 0.8494486853265479,
      "recall": 0.17509727626459143
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8634435962680238,
      "recall": 0.1582360570687419
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8634435962680238,
      "recall": 0.1582360570687419
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.868108566581849,
      "recall": 0.15304798962386512
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8765903307888041,
      "recall": 0.13618677042801555
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8765903307888041,
      "recall": 0.13618677042801555
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8808312128922816,
      "recall": 0.1309987029831388
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8867684478371501,
      "recall": 0.125810635538262
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8867684478371501,
      "recall": 0.125810635538262
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8918575063613232,
      "recall": 0.11802853437094682
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9011874469889737,
      "recall": 0.10505836575875487
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9011874469889737,
      "recall": 0.10505836575875487
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9037319762510603,
      "recall": 0.10246433203631647
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9117896522476675,
      "recall": 0.0907911802853437
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9117896522476675,
      "recall": 0.0907911802853437
     },
     {
      "P1": 0.5,
      "closed": 0.917726887192536,
      "recall": 0.08560311284046693
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9270568278201866,
      "recall": 0.07392996108949416
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9270568278201866,
      "recall": 0.07392996108949416
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9300254452926209,
      "recall": 0.07003891050583658
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9376590330788804,
      "recall": 0.054474708171206226
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9376590330788804,
      "recall": 0.054474708171206226
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9410517387616624,
      "recall": 0.05317769130998703
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.950381679389313,
      "recall": 0.04669260700389105
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.950381679389313,
      "recall": 0.04669260700389105
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9533502968617472,
      "recall": 0.042801556420233464
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9584393553859203,
      "recall": 0.03631647211413749
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9584393553859203,
      "recall": 0.03631647211413749
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9609838846480068,
      "recall": 0.0324254215304799
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9643765903307888,
      "recall": 0.02464332036316472
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9643765903307888,
      "recall": 0.02464332036316472
     },
     {
      "P1": 0.75,
      "closed": 0.9664970313825275,
      "recall": 0.02464332036316472
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9690415606446141,
      "recall": 0.02204928664072633
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9690415606446141,
      "recall": 0.02204928664072633
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9711620016963528,
      "recall": 0.020752269779507133
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9758269720101781,
      "recall": 0.01556420233463035
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9758269720101781,
      "recall": 0.01556420233463035
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9792196776929601,
      "recall": 0.01297016861219196
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9834605597964376,
      "recall": 0.009079118028534372
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9834605597964376,
      "recall": 0.009079118028534372
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9851569126378287,
      "recall": 0.009079118028534372
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9881255301102629,
      "recall": 0.009079118028534372
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9881255301102629,
      "recall": 0.009079118028534372
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9910941475826972,
      "recall": 0.007782101167315175
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9927905004240882,
      "recall": 0.00648508430609598
     },
     {
      "P1": 1.0,
      "closed": 0.9953350296861747,
      "recall": 0.005188067444876783
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.5126229921789589
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "logreg0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "logreg1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "logreg2",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "logreg3",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "logreg0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "logreg1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "logreg2",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "logreg3",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 115.0,
    "b": 208.0,
    "c": 138.0,
    "d": 262.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.45454545454545453,
    "POFD": 0.4425531914893617,
    "FAR": 0.6439628482972136,
    "FBI": 1.2766798418972332,
    "CSI": 0.24945770065075923,
    "SEDI": 0.01735211661272004
   },
   "one_stage": {
    "a": 31.0,
    "b": 42.0,
    "c": 222.0,
    "d": 428.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.1225296442687747,
    "POFD": 0.08936170212765958,
    "FAR": 0.5753424657534246,
    "FBI": 0.2885375494071146,
    "CSI": 0.10508474576271186,
    "SEDI": 0.07444170890032017
   },
   "AUC_p1": 0.5126229921789589
  }
 },
 "_meta": {
  "ipoint": 16,
  "point": 240,
  "region": 6,
  "lat": 15.25,
  "lon": 108.0,
  "track": "ai",
  "NMEMBER": 60,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}