{
 "W1": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.45643153526970953,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.3982188295165394,
      "recall": 0.8734177215189873
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.3982188295165394,
      "recall": 0.8734177215189873
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.42790500424088207,
      "recall": 0.8512658227848101
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.47667514843087366,
      "recall": 0.8122362869198312
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.47667514843087366,
      "recall": 0.8122362869198312
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.4910941475826972,
      "recall": 0.79957805907173
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.5118744698897371,
      "recall": 0.7805907172995781
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.5118744698897371,
      "recall": 0.7805907172995781
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.5241730279898219,
      "recall": 0.7732067510548524
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5407124681933841,
      "recall": 0.7616033755274262
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5407124681933841,
      "recall": 0.7616033755274262
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5474978795589482,
      "recall": 0.7542194092827004
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5597964376590331,
      "recall": 0.740506329113924
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5597964376590331,
      "recall": 0.740506329113924
     },
     {
      "P1": 0.25,
      "closed": 0.5636132315521629,
      "recall": 0.740506329113924
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5687022900763359,
      "recall": 0.7341772151898734
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5687022900763359,
      "recall": 0.7341772151898734
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.5737913486005088,
      "recall": 0.729957805907173
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.5801526717557253,
      "recall": 0.7204641350210971
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.5801526717557253,
      "recall": 0.7204641350210971
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.5831212892281594,
      "recall": 0.7194092827004219
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.590754877014419,
      "recall": 0.7056962025316456
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.590754877014419,
      "recall": 0.7056962025316456
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.5954198473282443,
      "recall": 0.7025316455696202
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.6043256997455471,
      "recall": 0.689873417721519
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.6043256997455471,
      "recall": 0.689873417721519
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.60941475826972,
      "recall": 0.6835443037974683
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6183206106870229,
      "recall": 0.669831223628692
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6183206106870229,
      "recall": 0.669831223628692
     },
     {
      "P1": 0.5,
      "closed": 0.6221374045801527,
      "recall": 0.6635021097046413
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.6280746395250212,
      "recall": 0.6561181434599156
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.6280746395250212,
      "recall": 0.6561181434599156
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6340118744698897,
      "recall": 0.6476793248945147
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.640373197625106,
      "recall": 0.6371308016877637
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.640373197625106,
      "recall": 0.6371308016877637
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6441899915182359,
      "recall": 0.6318565400843882
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6539440203562341,
      "recall": 0.619198312236287
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6539440203562341,
      "recall": 0.619198312236287
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6603053435114503,
      "recall": 0.6128691983122363
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6709075487701441,
      "recall": 0.5928270042194093
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6709075487701441,
      "recall": 0.5928270042194093
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6734520780322307,
      "recall": 0.5896624472573839
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.681509754028838,
      "recall": 0.580168776371308
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.681509754028838,
      "recall": 0.580168776371308
     },
     {
      "P1": 0.75,
      "closed": 0.6887192536047497,
      "recall": 0.5643459915611815
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.6959287531806615,
      "recall": 0.5537974683544303
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.6959287531806615,
      "recall": 0.5537974683544303
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.7001696352841391,
      "recall": 0.54957805907173
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.7179813401187447,
      "recall": 0.5284810126582279
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.7179813401187447,
      "recall": 0.5284810126582279
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.7239185750636132,
      "recall": 0.5179324894514767
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7383375742154368,
      "recall": 0.49156118143459915
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7383375742154368,
      "recall": 0.49156118143459915
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7476675148430874,
      "recall": 0.47890295358649787
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.7731128074639525,
      "recall": 0.4356540084388186
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.7731128074639525,
      "recall": 0.4356540084388186
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7913486005089059,
      "recall": 0.4029535864978903
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8430873621713316,
      "recall": 0.3048523206751055
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8430873621713316,
      "recall": 0.3048523206751055
     },
     {
      "P1": 1.0,
      "closed": 0.8795589482612384,
      "recall": 0.23628691983122363
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 330.0,
    "AUC_p1": 0.8206299637597347
   },
   "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": 0.16670000553131104
   },
   "final": {
    "a": 263.0,
    "b": 113.0,
    "c": 67.0,
    "d": 280.0,
    "n": 723.0,
    "base": 0.45643153526970953,
    "POD": 0.796969696969697,
    "POFD": 0.2875318066157761,
    "FAR": 0.300531914893617,
    "FBI": 1.1393939393939394,
    "CSI": 0.5936794582392777,
    "SEDI": 0.6677457571691382
   },
   "one_stage": {
    "a": 229.0,
    "b": 87.0,
    "c": 101.0,
    "d": 306.0,
    "n": 723.0,
    "base": 0.45643153526970953,
    "POD": 0.693939393939394,
    "POFD": 0.22137404580152673,
    "FAR": 0.27531645569620256,
    "FBI": 0.9575757575757575,
    "CSI": 0.5491606714628298,
    "SEDI": 0.6277545158545603
   },
   "AUC_p1": 0.8206299637597347
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.4321458863443596,
      "recall": 0.8154008438818565
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.4321458863443596,
      "recall": 0.8154008438818565
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.4563189143341815,
      "recall": 0.8016877637130801
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.49660729431721795,
      "recall": 0.7795358649789029
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.49660729431721795,
      "recall": 0.7795358649789029
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.5114503816793894,
      "recall": 0.7637130801687764
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.5318066157760815,
      "recall": 0.7457805907172996
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.5318066157760815,
      "recall": 0.7457805907172996
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.5458015267175573,
      "recall": 0.7310126582278481
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5648854961832062,
      "recall": 0.7056962025316456
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5648854961832062,
      "recall": 0.7056962025316456
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5716709075487701,
      "recall": 0.6930379746835443
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5814249363867685,
      "recall": 0.6845991561181435
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5814249363867685,
      "recall": 0.6845991561181435
     },
     {
      "P1": 0.25,
      "closed": 0.5877862595419847,
      "recall": 0.680379746835443
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5954198473282443,
      "recall": 0.6719409282700421
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5954198473282443,
      "recall": 0.6719409282700421
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.5992366412213741,
      "recall": 0.669831223628692
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.6072943172179813,
      "recall": 0.6603375527426161
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.6072943172179813,
      "recall": 0.6603375527426161
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.6119592875318066,
      "recall": 0.6540084388185654
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.621713316369805,
      "recall": 0.6445147679324894
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.621713316369805,
      "recall": 0.6445147679324894
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.6272264631043257,
      "recall": 0.6350210970464135
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.6340118744698897,
      "recall": 0.6276371308016878
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.6340118744698897,
      "recall": 0.6276371308016878
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.6378286683630194,
      "recall": 0.6213080168776371
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6475826972010178,
      "recall": 0.6086497890295358
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6475826972010178,
      "recall": 0.6086497890295358
     },
     {
      "P1": 0.5,
      "closed": 0.6505513146734521,
      "recall": 0.6054852320675106
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.6590330788804071,
      "recall": 0.5949367088607594
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.6590330788804071,
      "recall": 0.5949367088607594
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6607294317217982,
      "recall": 0.5907172995780591
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6687871077184054,
      "recall": 0.5759493670886076
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6687871077184054,
      "recall": 0.5759493670886076
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6721798134011874,
      "recall": 0.5717299578059072
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.681509754028838,
      "recall": 0.5569620253164557
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.681509754028838,
      "recall": 0.5569620253164557
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6844783715012723,
      "recall": 0.5548523206751055
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6912637828668363,
      "recall": 0.5485232067510548
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6912637828668363,
      "recall": 0.5485232067510548
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6950805767599662,
      "recall": 0.5453586497890295
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.7044105173876166,
      "recall": 0.5295358649789029
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.7044105173876166,
      "recall": 0.5295358649789029
     },
     {
      "P1": 0.75,
      "closed": 0.7078032230703987,
      "recall": 0.5263713080168776
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.7150127226463104,
      "recall": 0.5179324894514767
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.7150127226463104,
      "recall": 0.5179324894514767
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.7239185750636132,
      "recall": 0.5010548523206751
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.7332485156912638,
      "recall": 0.4873417721518987
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.7332485156912638,
      "recall": 0.4873417721518987
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.7425784563189144,
      "recall": 0.47468354430379744
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7595419847328244,
      "recall": 0.4451476793248945
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7595419847328244,
      "recall": 0.4451476793248945
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7709923664122138,
      "recall": 0.4293248945147679
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.7921967769296013,
      "recall": 0.39556962025316456
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.7921967769296013,
      "recall": 0.39556962025316456
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.8053435114503817,
      "recall": 0.37658227848101267
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8524173027989822,
      "recall": 0.290084388185654
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8524173027989822,
      "recall": 0.290084388185654
     },
     {
      "P1": 1.0,
      "closed": 0.8757421543681085,
      "recall": 0.25
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 330.0,
    "AUC_p1": 0.8312899992289305
   },
   "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": 0.10000000149011612
   },
   "final": {
    "a": 269.0,
    "b": 120.0,
    "c": 61.0,
    "d": 273.0,
    "n": 723.0,
    "base": 0.45643153526970953,
    "POD": 0.8151515151515152,
    "POFD": 0.3053435114503817,
    "FAR": 0.30848329048843187,
    "FBI": 1.1787878787878787,
    "CSI": 0.5977777777777777,
    "SEDI": 0.6696620102114347
   },
   "one_stage": {
    "a": 228.0,
    "b": 72.0,
    "c": 102.0,
    "d": 321.0,
    "n": 723.0,
    "base": 0.45643153526970953,
    "POD": 0.6909090909090909,
    "POFD": 0.183206106870229,
    "FAR": 0.24,
    "FBI": 0.9090909090909091,
    "CSI": 0.5671641791044776,
    "SEDI": 0.6677010927612725
   },
   "AUC_p1": 0.8312899992289305
  }
 },
 "W2": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.34716459197787,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6043256997455471,
      "recall": 0.5353107344632768
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6043256997455471,
      "recall": 0.5353107344632768
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6607294317217982,
      "recall": 0.4703389830508475
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7145886344359627,
      "recall": 0.3940677966101695
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7145886344359627,
      "recall": 0.3940677966101695
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7336726039016115,
      "recall": 0.3700564971751412
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7650551314673453,
      "recall": 0.3305084745762712
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7650551314673453,
      "recall": 0.3305084745762712
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7769296013570823,
      "recall": 0.3135593220338983
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7947413061916879,
      "recall": 0.2909604519774011
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7947413061916879,
      "recall": 0.2909604519774011
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8053435114503817,
      "recall": 0.2824858757062147
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.823579304495335,
      "recall": 0.2627118644067797
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.823579304495335,
      "recall": 0.2627118644067797
     },
     {
      "P1": 0.25,
      "closed": 0.8324851569126378,
      "recall": 0.25
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8456318914334182,
      "recall": 0.23587570621468926
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8456318914334182,
      "recall": 0.23587570621468926
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.851145038167939,
      "recall": 0.2245762711864407
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.863019508057676,
      "recall": 0.20903954802259886
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.863019508057676,
      "recall": 0.20903954802259886
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8706530958439356,
      "recall": 0.19491525423728814
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8791348600508906,
      "recall": 0.1850282485875706
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8791348600508906,
      "recall": 0.1850282485875706
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8825275657336726,
      "recall": 0.18220338983050846
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8931297709923665,
      "recall": 0.16666666666666666
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8931297709923665,
      "recall": 0.16666666666666666
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8977947413061917,
      "recall": 0.16242937853107345
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.904156064461408,
      "recall": 0.15112994350282485
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.904156064461408,
      "recall": 0.15112994350282485
     },
     {
      "P1": 0.5,
      "closed": 0.9071246819338422,
      "recall": 0.1440677966101695
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9134860050890585,
      "recall": 0.13983050847457626
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9134860050890585,
      "recall": 0.13983050847457626
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9173027989821882,
      "recall": 0.13559322033898305
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9245122985581001,
      "recall": 0.1228813559322034
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9245122985581001,
      "recall": 0.1228813559322034
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9279050042408821,
      "recall": 0.12146892655367232
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9325699745547074,
      "recall": 0.11299435028248588
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9325699745547074,
      "recall": 0.11299435028248588
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9368108566581849,
      "recall": 0.10310734463276836
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.943596268023749,
      "recall": 0.09180790960451977
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.943596268023749,
      "recall": 0.09180790960451977
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9469889737065309,
      "recall": 0.08615819209039548
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9525021204410518,
      "recall": 0.07909604519774012
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9525021204410518,
      "recall": 0.07909604519774012
     },
     {
      "P1": 0.75,
      "closed": 0.953774385072095,
      "recall": 0.07768361581920905
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9597116200169635,
      "recall": 0.06497175141242938
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9597116200169635,
      "recall": 0.06497175141242938
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9635284139100933,
      "recall": 0.059322033898305086
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9690415606446141,
      "recall": 0.05084745762711865
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9690415606446141,
      "recall": 0.05084745762711865
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9720101781170484,
      "recall": 0.043785310734463276
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9754028837998303,
      "recall": 0.0423728813559322
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9754028837998303,
      "recall": 0.0423728813559322
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9770992366412213,
      "recall": 0.038135593220338986
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9843087362171332,
      "recall": 0.022598870056497175
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9843087362171332,
      "recall": 0.022598870056497175
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9868532654792197,
      "recall": 0.0211864406779661
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.993214588634436,
      "recall": 0.009887005649717515
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.993214588634436,
      "recall": 0.009887005649717515
     },
     {
      "P1": 1.0,
      "closed": 0.9961832061068703,
      "recall": 0.007062146892655367
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 251.0,
    "AUC_p1": 0.6082238841245189
   },
   "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": 128.0,
    "b": 172.0,
    "c": 123.0,
    "d": 300.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.5099601593625498,
    "POFD": 0.3644067796610169,
    "FAR": 0.5733333333333334,
    "FBI": 1.1952191235059761,
    "CSI": 0.30260047281323876,
    "SEDI": 0.20921587215959705
   },
   "one_stage": {
    "a": 35.0,
    "b": 37.0,
    "c": 216.0,
    "d": 435.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.1394422310756972,
    "POFD": 0.07838983050847458,
    "FAR": 0.5138888888888888,
    "FBI": 0.2868525896414343,
    "CSI": 0.12152777777777778,
    "SEDI": 0.13574165501670907
   },
   "AUC_p1": 0.6082238841245189
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6153519932145886,
      "recall": 0.5296610169491526
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6153519932145886,
      "recall": 0.5296610169491526
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6590330788804071,
      "recall": 0.480225988700565
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7056827820186599,
      "recall": 0.422316384180791
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7056827820186599,
      "recall": 0.422316384180791
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.720949957591179,
      "recall": 0.4011299435028249
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7519083969465649,
      "recall": 0.3587570621468927
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7519083969465649,
      "recall": 0.3587570621468927
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7642069550466497,
      "recall": 0.3375706214689266
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7845631891433418,
      "recall": 0.3121468926553672
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7845631891433418,
      "recall": 0.3121468926553672
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7913486005089059,
      "recall": 0.3036723163841808
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8023748939779474,
      "recall": 0.2824858757062147
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8023748939779474,
      "recall": 0.2824858757062147
     },
     {
      "P1": 0.25,
      "closed": 0.8091603053435115,
      "recall": 0.2754237288135593
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8180661577608143,
      "recall": 0.2598870056497175
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8180661577608143,
      "recall": 0.2598870056497175
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8223070398642918,
      "recall": 0.2556497175141243
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8295165394402035,
      "recall": 0.24293785310734464
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8295165394402035,
      "recall": 0.24293785310734464
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8350296861747244,
      "recall": 0.23587570621468926
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8405428329092451,
      "recall": 0.23163841807909605
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8405428329092451,
      "recall": 0.23163841807909605
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8443596268023749,
      "recall": 0.2245762711864407
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8575063613231553,
      "recall": 0.2019774011299435
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8575063613231553,
      "recall": 0.2019774011299435
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8604749787955894,
      "recall": 0.1977401129943503
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8676844783715013,
      "recall": 0.1906779661016949
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8676844783715013,
      "recall": 0.1906779661016949
     },
     {
      "P1": 0.5,
      "closed": 0.8706530958439356,
      "recall": 0.18785310734463276
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.8808312128922816,
      "recall": 0.1765536723163842
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.8808312128922816,
      "recall": 0.1765536723163842
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.8850720949957591,
      "recall": 0.17231638418079095
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.8905852417302799,
      "recall": 0.16101694915254236
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.8905852417302799,
      "recall": 0.16101694915254236
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.8952502120441052,
      "recall": 0.15254237288135594
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9011874469889737,
      "recall": 0.1483050847457627
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9011874469889737,
      "recall": 0.1483050847457627
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9045801526717557,
      "recall": 0.14548022598870056
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9117896522476675,
      "recall": 0.12994350282485875
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9117896522476675,
      "recall": 0.12994350282485875
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9156064461407973,
      "recall": 0.1271186440677966
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9215436810856659,
      "recall": 0.11581920903954802
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9215436810856659,
      "recall": 0.11581920903954802
     },
     {
      "P1": 0.75,
      "closed": 0.9249363867684478,
      "recall": 0.11299435028248588
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9300254452926209,
      "recall": 0.10451977401129943
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9300254452926209,
      "recall": 0.10451977401129943
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9329940627650551,
      "recall": 0.1016949152542373
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9414758269720102,
      "recall": 0.08898305084745763
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9414758269720102,
      "recall": 0.08898305084745763
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9469889737065309,
      "recall": 0.08333333333333333
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.955470737913486,
      "recall": 0.06779661016949153
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.955470737913486,
      "recall": 0.06779661016949153
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9597116200169635,
      "recall": 0.059322033898305086
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9660729431721798,
      "recall": 0.052259887005649715
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9660729431721798,
      "recall": 0.052259887005649715
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.972434266327396,
      "recall": 0.043785310734463276
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9826123833757422,
      "recall": 0.026836158192090395
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9826123833757422,
      "recall": 0.026836158192090395
     },
     {
      "P1": 1.0,
      "closed": 0.989821882951654,
      "recall": 0.014124293785310734
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 251.0,
    "AUC_p1": 0.5950351137821595
   },
   "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": 116.0,
    "b": 154.0,
    "c": 135.0,
    "d": 318.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.46215139442231074,
    "POFD": 0.326271186440678,
    "FAR": 0.5703703703703704,
    "FBI": 1.0756972111553784,
    "CSI": 0.28641975308641976,
    "SEDI": 0.1972532507988571
   },
   "one_stage": {
    "a": 41.0,
    "b": 41.0,
    "c": 210.0,
    "d": 431.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.16334661354581673,
    "POFD": 0.08686440677966102,
    "FAR": 0.5,
    "FBI": 0.32669322709163345,
    "CSI": 0.1404109589041096,
    "SEDI": 0.15891256682655877
   },
   "AUC_p1": 0.5950351137821595
  }
 },
 "W3": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.34163208852005533,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6670907548770144,
      "recall": 0.41217150760719223
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6670907548770144,
      "recall": 0.41217150760719223
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7196776929601357,
      "recall": 0.36099585062240663
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.780746395250212,
      "recall": 0.27247579529737204
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.780746395250212,
      "recall": 0.27247579529737204
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7994062765055132,
      "recall": 0.24066390041493776
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8290924512298559,
      "recall": 0.20470262793914246
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8290924512298559,
      "recall": 0.20470262793914246
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8418150975402884,
      "recall": 0.18672199170124482
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.859626802374894,
      "recall": 0.1715076071922545
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.859626802374894,
      "recall": 0.1715076071922545
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.866412213740458,
      "recall": 0.1632088520055325
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8808312128922816,
      "recall": 0.14661134163208853
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8808312128922816,
      "recall": 0.14661134163208853
     },
     {
      "P1": 0.25,
      "closed": 0.8867684478371501,
      "recall": 0.13831258644536654
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8969465648854962,
      "recall": 0.12586445366528354
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8969465648854962,
      "recall": 0.12586445366528354
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8994910941475827,
      "recall": 0.12448132780082988
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9088210347752332,
      "recall": 0.11479944674965421
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9088210347752332,
      "recall": 0.11479944674965421
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9147582697201018,
      "recall": 0.10926694329183956
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9270568278201866,
      "recall": 0.08575380359612725
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9270568278201866,
      "recall": 0.08575380359612725
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9317217981340119,
      "recall": 0.08160442600276625
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9440203562340967,
      "recall": 0.06500691562932227
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9440203562340967,
      "recall": 0.06500691562932227
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9469889737065309,
      "recall": 0.06085753803596127
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9563189143341815,
      "recall": 0.04426002766251729
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9563189143341815,
      "recall": 0.04426002766251729
     },
     {
      "P1": 0.5,
      "closed": 0.9592875318066157,
      "recall": 0.040110650069156296
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9643765903307888,
      "recall": 0.0318118948824343
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9643765903307888,
      "recall": 0.0318118948824343
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9686174724342663,
      "recall": 0.030428769017980636
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9732824427480916,
      "recall": 0.02627939142461964
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9732824427480916,
      "recall": 0.02627939142461964
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9758269720101781,
      "recall": 0.02351313969571231
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9787955894826124,
      "recall": 0.022130013831258646
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9787955894826124,
      "recall": 0.022130013831258646
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9792196776929601,
      "recall": 0.022130013831258646
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9826123833757422,
      "recall": 0.019363762102351315
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9826123833757422,
      "recall": 0.019363762102351315
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9830364715860899,
      "recall": 0.019363762102351315
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9868532654792197,
      "recall": 0.015214384508990318
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9868532654792197,
      "recall": 0.015214384508990318
     },
     {
      "P1": 0.75,
      "closed": 0.9872773536895675,
      "recall": 0.015214384508990318
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9893977947413062,
      "recall": 0.012448132780082987
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9893977947413062,
      "recall": 0.012448132780082987
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.991518235793045,
      "recall": 0.011065006915629323
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9927905004240882,
      "recall": 0.011065006915629323
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9927905004240882,
      "recall": 0.011065006915629323
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9940627650551315,
      "recall": 0.009681881051175657
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9961832061068703,
      "recall": 0.006915629322268326
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.996607294317218,
      "recall": 0.006915629322268326
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9970313825275657,
      "recall": 0.006915629322268326
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9987277353689568,
      "recall": 0.004149377593360996
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9987277353689568,
      "recall": 0.004149377593360996
     },
     {
      "P1": 1.0,
      "closed": 0.9991518235793045,
      "recall": 0.0027662517289073307
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 247.0,
    "AUC_p1": 0.5713265063110264
   },
   "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": 115.0,
    "b": 157.0,
    "c": 132.0,
    "d": 319.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.46558704453441296,
    "POFD": 0.32983193277310924,
    "FAR": 0.5772058823529411,
    "FBI": 1.1012145748987854,
    "CSI": 0.28465346534653463,
    "SEDI": 0.19689261736387803
   },
   "one_stage": {
    "a": 17.0,
    "b": 14.0,
    "c": 230.0,
    "d": 462.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.06882591093117409,
    "POFD": 0.029411764705882353,
    "FAR": 0.45161290322580644,
    "FBI": 0.12550607287449392,
    "CSI": 0.06513409961685823,
    "SEDI": 0.14144739582791313
   },
   "AUC_p1": 0.5713265063110264
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6361323155216285,
      "recall": 0.45504840940525587
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6361323155216285,
      "recall": 0.45504840940525587
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.679813401187447,
      "recall": 0.4066390041493776
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7340966921119593,
      "recall": 0.34163208852005533
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7340966921119593,
      "recall": 0.34163208852005533
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7553011026293469,
      "recall": 0.3153526970954357
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.785835453774385,
      "recall": 0.2710926694329184
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.785835453774385,
      "recall": 0.2710926694329184
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7943172179813401,
      "recall": 0.2600276625172891
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8138252756573368,
      "recall": 0.23374827109266944
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8138252756573368,
      "recall": 0.23374827109266944
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8206106870229007,
      "recall": 0.2268326417704011
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.83206106870229,
      "recall": 0.21161825726141079
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.83206106870229,
      "recall": 0.21161825726141079
     },
     {
      "P1": 0.25,
      "closed": 0.8371501272264631,
      "recall": 0.20608575380359612
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8443596268023749,
      "recall": 0.19640387275242047
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8443596268023749,
      "recall": 0.19640387275242047
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8498727735368956,
      "recall": 0.18948824343015214
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8532654792196777,
      "recall": 0.1839557399723375
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8532654792196777,
      "recall": 0.1839557399723375
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8575063613231553,
      "recall": 0.1798063623789765
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8617472434266328,
      "recall": 0.1715076071922545
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8617472434266328,
      "recall": 0.1715076071922545
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.866412213740458,
      "recall": 0.1673582295988935
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8757421543681085,
      "recall": 0.1590594744121715
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8757421543681085,
      "recall": 0.1590594744121715
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8808312128922816,
      "recall": 0.15352697095435686
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8927056827820187,
      "recall": 0.14384508990318118
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8927056827820187,
      "recall": 0.14384508990318118
     },
     {
      "P1": 0.5,
      "closed": 0.8982188295165394,
      "recall": 0.13831258644536654
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9050042408821035,
      "recall": 0.13001383125864455
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9050042408821035,
      "recall": 0.13001383125864455
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9096692111959288,
      "recall": 0.12309820193637622
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9181509754028838,
      "recall": 0.11065006915629322
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9181509754028838,
      "recall": 0.11065006915629322
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9219677692960135,
      "recall": 0.10511756569847856
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9287531806615776,
      "recall": 0.09820193637621023
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9287531806615776,
      "recall": 0.09820193637621023
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9312977099236641,
      "recall": 0.0954356846473029
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9393553859202715,
      "recall": 0.08575380359612725
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9393553859202715,
      "recall": 0.08575380359612725
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9440203562340967,
      "recall": 0.08160442600276625
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.952078032230704,
      "recall": 0.07053941908713693
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.952078032230704,
      "recall": 0.07053941908713693
     },
     {
      "P1": 0.75,
      "closed": 0.9541984732824428,
      "recall": 0.0677731673582296
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.960559796437659,
      "recall": 0.05532503457814661
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.960559796437659,
      "recall": 0.05532503457814661
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.96225614927905,
      "recall": 0.051175656984785614
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9673452078032231,
      "recall": 0.04702627939142462
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9673452078032231,
      "recall": 0.04702627939142462
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9686174724342663,
      "recall": 0.04564315352697095
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9720101781170484,
      "recall": 0.04149377593360996
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9720101781170484,
      "recall": 0.04149377593360996
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9741306191687871,
      "recall": 0.040110650069156296
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9809160305343512,
      "recall": 0.030428769017980636
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9809160305343512,
      "recall": 0.030428769017980636
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9830364715860899,
      "recall": 0.029045643153526972
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9906700593723494,
      "recall": 0.016597510373443983
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9906700593723494,
      "recall": 0.016597510373443983
     },
     {
      "P1": 1.0,
      "closed": 0.9940627650551315,
      "recall": 0.013831258644536652
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 247.0,
    "AUC_p1": 0.5704929745177423
   },
   "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": 104.0,
    "b": 142.0,
    "c": 143.0,
    "d": 334.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.42105263157894735,
    "POFD": 0.29831932773109243,
    "FAR": 0.5772357723577236,
    "FBI": 0.9959514170040485,
    "CSI": 0.26735218508997427,
    "SEDI": 0.1804324178724729
   },
   "one_stage": {
    "a": 26.0,
    "b": 30.0,
    "c": 221.0,
    "d": 446.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.10526315789473684,
    "POFD": 0.06302521008403361,
    "FAR": 0.5357142857142857,
    "FBI": 0.22672064777327935,
    "CSI": 0.09386281588447654,
    "SEDI": 0.10767969554563936
   },
   "AUC_p1": 0.5704929745177423
  }
 },
 "W4": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.34163208852005533,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6043256997455471,
      "recall": 0.4470108695652174
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6043256997455471,
      "recall": 0.4470108695652174
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6552162849872774,
      "recall": 0.3953804347826087
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7162849872773537,
      "recall": 0.32472826086956524
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7162849872773537,
      "recall": 0.32472826086956524
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7442748091603053,
      "recall": 0.2826086956521739
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7798982188295165,
      "recall": 0.2554347826086957
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7798982188295165,
      "recall": 0.2554347826086957
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7913486005089059,
      "recall": 0.24864130434782608
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8180661577608143,
      "recall": 0.21739130434782608
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8180661577608143,
      "recall": 0.21739130434782608
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8273960983884648,
      "recall": 0.2078804347826087
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8481764206955047,
      "recall": 0.18070652173913043
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8481764206955047,
      "recall": 0.18070652173913043
     },
     {
      "P1": 0.25,
      "closed": 0.8562340966921119,
      "recall": 0.17391304347826086
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8719253604749788,
      "recall": 0.15760869565217392
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8719253604749788,
      "recall": 0.15760869565217392
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8753180661577609,
      "recall": 0.15489130434782608
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8854961832061069,
      "recall": 0.14266304347826086
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8854961832061069,
      "recall": 0.14266304347826086
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8888888888888888,
      "recall": 0.13858695652173914
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9020356234096693,
      "recall": 0.12635869565217392
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9020356234096693,
      "recall": 0.12635869565217392
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9050042408821035,
      "recall": 0.12228260869565218
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.916030534351145,
      "recall": 0.11005434782608696
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.916030534351145,
      "recall": 0.11005434782608696
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9215436810856659,
      "recall": 0.10326086956521739
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9351145038167938,
      "recall": 0.08967391304347826
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9351145038167938,
      "recall": 0.08967391304347826
     },
     {
      "P1": 0.5,
      "closed": 0.9410517387616624,
      "recall": 0.08288043478260869
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.950381679389313,
      "recall": 0.06793478260869565
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.950381679389313,
      "recall": 0.06793478260869565
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9558948261238338,
      "recall": 0.06114130434782609
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9648006785411366,
      "recall": 0.04619565217391304
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9648006785411366,
      "recall": 0.04619565217391304
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9677692960135709,
      "recall": 0.043478260869565216
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9728583545377438,
      "recall": 0.03804347826086957
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9728583545377438,
      "recall": 0.03804347826086957
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9766751484308737,
      "recall": 0.03260869565217391
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9796437659033079,
      "recall": 0.02717391304347826
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9796437659033079,
      "recall": 0.02717391304347826
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9821882951653944,
      "recall": 0.021739130434782608
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9868532654792197,
      "recall": 0.014945652173913044
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9868532654792197,
      "recall": 0.014945652173913044
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9885496183206107,
      "recall": 0.014945652173913044
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9893977947413062,
      "recall": 0.01358695652173913
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9944868532654793,
      "recall": 0.004076086956521739
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9949109414758269,
      "recall": 0.002717391304347826
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9949109414758269,
      "recall": 0.002717391304347826
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9961832061068703,
      "recall": 0.002717391304347826
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9991518235793045,
      "recall": 0.0
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9991518235793045,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 247.0,
    "AUC_p1": 0.5427737896778144
   },
   "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": 97.0,
    "b": 155.0,
    "c": 150.0,
    "d": 321.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.39271255060728744,
    "POFD": 0.32563025210084034,
    "FAR": 0.6150793650793651,
    "FBI": 1.0202429149797572,
    "CSI": 0.24129353233830847,
    "SEDI": 0.09903427937358962
   },
   "one_stage": {
    "a": 16.0,
    "b": 12.0,
    "c": 231.0,
    "d": 464.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.06477732793522267,
    "POFD": 0.025210084033613446,
    "FAR": 0.42857142857142855,
    "FBI": 0.11336032388663968,
    "CSI": 0.06177606177606178,
    "SEDI": 0.15133286467466261
   },
   "AUC_p1": 0.5427737896778144
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6102629346904156,
      "recall": 0.41304347826086957
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6102629346904156,
      "recall": 0.41304347826086957
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6543681085665818,
      "recall": 0.3654891304347826
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7099236641221374,
      "recall": 0.3125
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7099236641221374,
      "recall": 0.3125
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7319762510602206,
      "recall": 0.2907608695652174
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7663273960983885,
      "recall": 0.2554347826086957
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7663273960983885,
      "recall": 0.2554347826086957
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7760814249363868,
      "recall": 0.24728260869565216
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7964376590330788,
      "recall": 0.2269021739130435
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7964376590330788,
      "recall": 0.2269021739130435
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.806615776081425,
      "recall": 0.21467391304347827
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8197625106022053,
      "recall": 0.2078804347826087
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8197625106022053,
      "recall": 0.2078804347826087
     },
     {
      "P1": 0.25,
      "closed": 0.8261238337574215,
      "recall": 0.20516304347826086
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8375742154368109,
      "recall": 0.19429347826086957
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8375742154368109,
      "recall": 0.19429347826086957
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8452078032230704,
      "recall": 0.19021739130434784
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8566581849024597,
      "recall": 0.17798913043478262
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8566581849024597,
      "recall": 0.17798913043478262
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8604749787955894,
      "recall": 0.17391304347826086
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8676844783715013,
      "recall": 0.16576086956521738
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8676844783715013,
      "recall": 0.16576086956521738
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8744698897370653,
      "recall": 0.16032608695652173
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8808312128922816,
      "recall": 0.15353260869565216
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8808312128922816,
      "recall": 0.15353260869565216
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8863443596268024,
      "recall": 0.1453804347826087
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8952502120441052,
      "recall": 0.13994565217391305
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8952502120441052,
      "recall": 0.13994565217391305
     },
     {
      "P1": 0.5,
      "closed": 0.899067005937235,
      "recall": 0.1358695652173913
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.909245122985581,
      "recall": 0.12228260869565218
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.909245122985581,
      "recall": 0.12228260869565218
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.914334181509754,
      "recall": 0.11956521739130435
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9202714164546225,
      "recall": 0.11005434782608696
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9202714164546225,
      "recall": 0.11005434782608696
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9236641221374046,
      "recall": 0.10597826086956522
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9346904156064462,
      "recall": 0.09103260869565218
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9346904156064462,
      "recall": 0.09103260869565218
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9385072094995759,
      "recall": 0.08559782608695653
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.94529262086514,
      "recall": 0.07336956521739131
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.94529262086514,
      "recall": 0.07336956521739131
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9495335029686175,
      "recall": 0.06385869565217392
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9546225614927905,
      "recall": 0.0625
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9546225614927905,
      "recall": 0.0625
     },
     {
      "P1": 0.75,
      "closed": 0.957167090754877,
      "recall": 0.058423913043478264
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9643765903307888,
      "recall": 0.04483695652173913
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9643765903307888,
      "recall": 0.04483695652173913
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9656488549618321,
      "recall": 0.042119565217391304
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9745547073791349,
      "recall": 0.03260869565217391
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9745547073791349,
      "recall": 0.03260869565217391
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9783715012722647,
      "recall": 0.029891304347826088
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9821882951653944,
      "recall": 0.025815217391304348
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9821882951653944,
      "recall": 0.025815217391304348
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9847328244274809,
      "recall": 0.020380434782608696
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.991518235793045,
      "recall": 0.009510869565217392
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.991518235793045,
      "recall": 0.009510869565217392
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9927905004240882,
      "recall": 0.006793478260869565
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9957591178965225,
      "recall": 0.005434782608695652
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9957591178965225,
      "recall": 0.005434782608695652
     },
     {
      "P1": 1.0,
      "closed": 0.9987277353689568,
      "recall": 0.002717391304347826
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 247.0,
    "AUC_p1": 0.5318613275269622
   },
   "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": 88.0,
    "b": 124.0,
    "c": 159.0,
    "d": 352.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.3562753036437247,
    "POFD": 0.2605042016806723,
    "FAR": 0.5849056603773585,
    "FBI": 0.8582995951417004,
    "CSI": 0.2371967654986523,
    "SEDI": 0.14482712442526255
   },
   "one_stage": {
    "a": 24.0,
    "b": 26.0,
    "c": 223.0,
    "d": 450.0,
    "n": 723.0,
    "base": 0.34163208852005533,
    "POD": 0.09716599190283401,
    "POFD": 0.0546218487394958,
    "FAR": 0.52,
    "FBI": 0.20242914979757085,
    "CSI": 0.08791208791208792,
    "SEDI": 0.11525443523760683
   },
   "AUC_p1": 0.5318613275269622
  }
 },
 "W5": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.3360995850622407,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6017811704834606,
      "recall": 0.46987951807228917
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6017811704834606,
      "recall": 0.46987951807228917
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6581849024597116,
      "recall": 0.41231593038821956
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7179813401187447,
      "recall": 0.3427041499330656
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7179813401187447,
      "recall": 0.3427041499330656
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7459711620016963,
      "recall": 0.31057563587684067
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7883799830364716,
      "recall": 0.2556894243641232
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7883799830364716,
      "recall": 0.2556894243641232
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8006785411365565,
      "recall": 0.23694779116465864
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.825275657336726,
      "recall": 0.2182061579651941
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.825275657336726,
      "recall": 0.2182061579651941
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8337574215436812,
      "recall": 0.20883534136546184
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8532654792196777,
      "recall": 0.18473895582329317
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8532654792196777,
      "recall": 0.18473895582329317
     },
     {
      "P1": 0.25,
      "closed": 0.8600508905852418,
      "recall": 0.17938420348058903
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8761662425784563,
      "recall": 0.15930388219544847
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8761662425784563,
      "recall": 0.15930388219544847
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8825275657336726,
      "recall": 0.1499330655957162
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8922815945716709,
      "recall": 0.13788487282463185
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8922815945716709,
      "recall": 0.13788487282463185
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8986429177268872,
      "recall": 0.12717536813922356
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9139100932994063,
      "recall": 0.107095046854083
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9139100932994063,
      "recall": 0.107095046854083
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.916030534351145,
      "recall": 0.10575635876840696
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9291772688719253,
      "recall": 0.08835341365461848
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9291772688719253,
      "recall": 0.08835341365461848
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9329940627650551,
      "recall": 0.08299866131191433
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.943596268023749,
      "recall": 0.07362784471218206
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.943596268023749,
      "recall": 0.07362784471218206
     },
     {
      "P1": 0.5,
      "closed": 0.9457167090754877,
      "recall": 0.07362784471218206
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.955470737913486,
      "recall": 0.06291834002677377
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.955470737913486,
      "recall": 0.06291834002677377
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9588634435962681,
      "recall": 0.05622489959839357
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9656488549618321,
      "recall": 0.04819277108433735
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9656488549618321,
      "recall": 0.04819277108433735
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9690415606446141,
      "recall": 0.041499330655957165
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9741306191687871,
      "recall": 0.030789825970548863
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9741306191687871,
      "recall": 0.030789825970548863
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9766751484308737,
      "recall": 0.029451137884872823
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9817642069550466,
      "recall": 0.020080321285140562
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9817642069550466,
      "recall": 0.020080321285140562
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9843087362171332,
      "recall": 0.01606425702811245
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9868532654792197,
      "recall": 0.014725568942436412
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9868532654792197,
      "recall": 0.014725568942436412
     },
     {
      "P1": 0.75,
      "closed": 0.9881255301102629,
      "recall": 0.014725568942436412
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.989821882951654,
      "recall": 0.012048192771084338
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.989821882951654,
      "recall": 0.012048192771084338
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.991518235793045,
      "recall": 0.0107095046854083
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9940627650551315,
      "recall": 0.009370816599732263
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9949109414758269,
      "recall": 0.008032128514056224
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9949109414758269,
      "recall": 0.008032128514056224
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9970313825275657,
      "recall": 0.00535475234270415
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9970313825275657,
      "recall": 0.00535475234270415
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.002677376171352075
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9995759117896522,
      "recall": 0.0
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 243.0,
    "AUC_p1": 0.5618912894375857
   },
   "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": 102.0,
    "b": 163.0,
    "c": 141.0,
    "d": 317.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.41975308641975306,
    "POFD": 0.33958333333333335,
    "FAR": 0.6150943396226415,
    "FBI": 1.0905349794238683,
    "CSI": 0.2512315270935961,
    "SEDI": 0.11741590924784148
   },
   "one_stage": {
    "a": 21.0,
    "b": 17.0,
    "c": 222.0,
    "d": 463.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.08641975308641975,
    "POFD": 0.035416666666666666,
    "FAR": 0.4473684210526316,
    "FBI": 0.15637860082304528,
    "CSI": 0.08076923076923077,
    "SEDI": 0.15997802160557403
   },
   "AUC_p1": 0.5618912894375857
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6085665818490247,
      "recall": 0.46586345381526106
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6085665818490247,
      "recall": 0.46586345381526106
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6547921967769297,
      "recall": 0.41633199464524767
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7073791348600509,
      "recall": 0.36010709504685406
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7073791348600509,
      "recall": 0.36010709504685406
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7336726039016115,
      "recall": 0.32262382864792505
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7646310432569975,
      "recall": 0.2838018741633199
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7646310432569975,
      "recall": 0.2838018741633199
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.775657336726039,
      "recall": 0.2757697456492637
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7972858354537744,
      "recall": 0.24765729585006693
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7972858354537744,
      "recall": 0.24765729585006693
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8044953350296862,
      "recall": 0.23828647925033467
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.816793893129771,
      "recall": 0.2248995983935743
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.816793893129771,
      "recall": 0.2248995983935743
     },
     {
      "P1": 0.25,
      "closed": 0.825275657336726,
      "recall": 0.21285140562248997
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8409669211195929,
      "recall": 0.19143239625167335
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8409669211195929,
      "recall": 0.19143239625167335
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8464800678541137,
      "recall": 0.18473895582329317
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8566581849024597,
      "recall": 0.17402945113788487
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8566581849024597,
      "recall": 0.17402945113788487
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8608990670059372,
      "recall": 0.17001338688085676
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8723494486853265,
      "recall": 0.1566265060240964
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8723494486853265,
      "recall": 0.1566265060240964
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8748939779474131,
      "recall": 0.1539491298527443
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8871925360474979,
      "recall": 0.13788487282463185
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8871925360474979,
      "recall": 0.13788487282463185
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8918575063613232,
      "recall": 0.13253012048192772
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.899067005937235,
      "recall": 0.12048192771084337
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.899067005937235,
      "recall": 0.12048192771084337
     },
     {
      "P1": 0.5,
      "closed": 0.9054283290924512,
      "recall": 0.11378848728246319
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9122137404580153,
      "recall": 0.10307898259705489
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9122137404580153,
      "recall": 0.10307898259705489
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9164546225614928,
      "recall": 0.0963855421686747
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9249363867684478,
      "recall": 0.08701472556894244
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9249363867684478,
      "recall": 0.08701472556894244
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9283290924512299,
      "recall": 0.08032128514056225
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9346904156064462,
      "recall": 0.07095046854082998
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9346904156064462,
      "recall": 0.07095046854082998
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9380831212892282,
      "recall": 0.06827309236947791
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.94529262086514,
      "recall": 0.058902275769745646
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.94529262086514,
      "recall": 0.058902275769745646
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9495335029686175,
      "recall": 0.0535475234270415
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9575911789652247,
      "recall": 0.04417670682730924
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9575911789652247,
      "recall": 0.04417670682730924
     },
     {
      "P1": 0.75,
      "closed": 0.9626802374893978,
      "recall": 0.03480589022757698
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9660729431721798,
      "recall": 0.0321285140562249
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9660729431721798,
      "recall": 0.0321285140562249
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9677692960135709,
      "recall": 0.030789825970548863
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9728583545377438,
      "recall": 0.022757697456492636
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9728583545377438,
      "recall": 0.022757697456492636
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9758269720101781,
      "recall": 0.018741633199464525
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9821882951653944,
      "recall": 0.01740294511378849
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9821882951653944,
      "recall": 0.01740294511378849
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9851569126378287,
      "recall": 0.01740294511378849
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9889737065309584,
      "recall": 0.013386880856760375
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9889737065309584,
      "recall": 0.013386880856760375
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.989821882951654,
      "recall": 0.012048192771084338
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9940627650551315,
      "recall": 0.006693440428380187
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9940627650551315,
      "recall": 0.006693440428380187
     },
     {
      "P1": 1.0,
      "closed": 0.9978795589482612,
      "recall": 0.0013386880856760374
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 243.0,
    "AUC_p1": 0.537255658436214
   },
   "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": 158.0,
    "c": 151.0,
    "d": 322.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.3786008230452675,
    "POFD": 0.32916666666666666,
    "FAR": 0.632,
    "FBI": 1.02880658436214,
    "CSI": 0.22942643391521197,
    "SEDI": 0.07319246293543619
   },
   "one_stage": {
    "a": 21.0,
    "b": 25.0,
    "c": 222.0,
    "d": 455.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.08641975308641975,
    "POFD": 0.052083333333333336,
    "FAR": 0.5434782608695652,
    "FBI": 0.18930041152263374,
    "CSI": 0.07835820895522388,
    "SEDI": 0.09793313726715316
   },
   "AUC_p1": 0.537255658436214
  }
 },
 "W6": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "n_feat_dropped": 0,
  "base": 0.3360995850622407,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6187446988973706,
      "recall": 0.41255006675567424
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6187446988973706,
      "recall": 0.41255006675567424
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6713316369804919,
      "recall": 0.36181575433911883
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7451229855810009,
      "recall": 0.2963951935914553
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7451229855810009,
      "recall": 0.2963951935914553
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7616624257845632,
      "recall": 0.27236315086782376
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7989821882951654,
      "recall": 0.23230974632843793
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7989821882951654,
      "recall": 0.23230974632843793
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8142493638676844,
      "recall": 0.21228304405874499
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8379983036471585,
      "recall": 0.1882510013351135
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8379983036471585,
      "recall": 0.1882510013351135
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8481764206955047,
      "recall": 0.17890520694259013
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8676844783715013,
      "recall": 0.14953271028037382
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8676844783715013,
      "recall": 0.14953271028037382
     },
     {
      "P1": 0.25,
      "closed": 0.8787107718405428,
      "recall": 0.1321762349799733
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8910093299406276,
      "recall": 0.12149532710280374
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8910093299406276,
      "recall": 0.12149532710280374
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.899067005937235,
      "recall": 0.1041388518024032
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9134860050890585,
      "recall": 0.09078771695594126
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9134860050890585,
      "recall": 0.09078771695594126
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9181509754028838,
      "recall": 0.08811748998664887
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9304495335029687,
      "recall": 0.07476635514018691
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9304495335029687,
      "recall": 0.07476635514018691
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9359626802374894,
      "recall": 0.06809078771695594
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9440203562340967,
      "recall": 0.05874499332443257
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9440203562340967,
      "recall": 0.05874499332443257
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9495335029686175,
      "recall": 0.0520694259012016
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9588634435962681,
      "recall": 0.04005340453938585
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9588634435962681,
      "recall": 0.04005340453938585
     },
     {
      "P1": 0.5,
      "closed": 0.9652247667514843,
      "recall": 0.03471295060080107
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9686174724342663,
      "recall": 0.03337783711615487
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9686174724342663,
      "recall": 0.03337783711615487
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9703138252756573,
      "recall": 0.03337783711615487
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9749787955894826,
      "recall": 0.025367156208277702
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9749787955894826,
      "recall": 0.025367156208277702
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9783715012722647,
      "recall": 0.021361815754339118
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9813401187446988,
      "recall": 0.018691588785046728
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9813401187446988,
      "recall": 0.018691588785046728
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9830364715860899,
      "recall": 0.017356475300400534
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9855810008481765,
      "recall": 0.01602136181575434
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9855810008481765,
      "recall": 0.01602136181575434
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9868532654792197,
      "recall": 0.01335113484646195
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9889737065309584,
      "recall": 0.01335113484646195
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9889737065309584,
      "recall": 0.01335113484646195
     },
     {
      "P1": 0.75,
      "closed": 0.9902459711620017,
      "recall": 0.010680907877169559
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9919423240033927,
      "recall": 0.00801068090787717
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9919423240033927,
      "recall": 0.00801068090787717
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9927905004240882,
      "recall": 0.006675567423230975
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9944868532654793,
      "recall": 0.0053404539385847796
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9944868532654793,
      "recall": 0.0053404539385847796
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9961832061068703,
      "recall": 0.0026702269692923898
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9974554707379135,
      "recall": 0.0013351134846461949
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9974554707379135,
      "recall": 0.0013351134846461949
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9987277353689568,
      "recall": 0.0013351134846461949
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9987277353689568,
      "recall": 0.0013351134846461949
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9995759117896522,
      "recall": 0.0
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 243.0,
    "AUC_p1": 0.5878257887517147
   },
   "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": 119.0,
    "b": 171.0,
    "c": 124.0,
    "d": 309.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.4897119341563786,
    "POFD": 0.35625,
    "FAR": 0.5896551724137931,
    "FBI": 1.1934156378600822,
    "CSI": 0.28743961352657005,
    "SEDI": 0.19253750813163015
   },
   "one_stage": {
    "a": 13.0,
    "b": 13.0,
    "c": 230.0,
    "d": 467.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.053497942386831275,
    "POFD": 0.027083333333333334,
    "FAR": 0.5,
    "FBI": 0.10699588477366255,
    "CSI": 0.05078125,
    "SEDI": 0.10699629161445727
   },
   "AUC_p1": 0.5878257887517147
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5916030534351144,
      "recall": 0.40854472630173566
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5916030534351144,
      "recall": 0.40854472630173566
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6463104325699746,
      "recall": 0.3538050734312417
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7103477523324851,
      "recall": 0.2963951935914553
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7103477523324851,
      "recall": 0.2963951935914553
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.731128074639525,
      "recall": 0.27102803738317754
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7646310432569975,
      "recall": 0.24299065420560748
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7646310432569975,
      "recall": 0.24299065420560748
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.77735368956743,
      "recall": 0.23097463284379172
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7947413061916879,
      "recall": 0.20293724966622162
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7947413061916879,
      "recall": 0.20293724966622162
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8061916878710772,
      "recall": 0.1909212283044059
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8231552162849873,
      "recall": 0.16822429906542055
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8231552162849873,
      "recall": 0.16822429906542055
     },
     {
      "P1": 0.25,
      "closed": 0.8286683630195081,
      "recall": 0.16154873164218958
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8447837150127226,
      "recall": 0.14953271028037382
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8447837150127226,
      "recall": 0.14953271028037382
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8490245971162002,
      "recall": 0.14419225634178906
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8625954198473282,
      "recall": 0.1308411214953271
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8625954198473282,
      "recall": 0.1308411214953271
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8638676844783715,
      "recall": 0.1295060080106809
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8740458015267176,
      "recall": 0.12149532710280374
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8740458015267176,
      "recall": 0.12149532710280374
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8787107718405428,
      "recall": 0.11882510013351134
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8867684478371501,
      "recall": 0.11214953271028037
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8867684478371501,
      "recall": 0.11214953271028037
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8914334181509754,
      "recall": 0.1081441922563418
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8994910941475827,
      "recall": 0.10146862483311081
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8994910941475827,
      "recall": 0.10146862483311081
     },
     {
      "P1": 0.5,
      "closed": 0.9020356234096693,
      "recall": 0.09879839786381843
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.914334181509754,
      "recall": 0.09078771695594126
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.914334181509754,
      "recall": 0.09078771695594126
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9198473282442748,
      "recall": 0.08544726301735647
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9312977099236641,
      "recall": 0.06942590120160214
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9312977099236641,
      "recall": 0.06942590120160214
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9368108566581849,
      "recall": 0.06141522029372497
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.94529262086514,
      "recall": 0.04806408544726302
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.94529262086514,
      "recall": 0.04806408544726302
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.950381679389313,
      "recall": 0.044058744993324434
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9575911789652247,
      "recall": 0.04138851802403204
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9575911789652247,
      "recall": 0.04138851802403204
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9614079728583546,
      "recall": 0.03871829105473965
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9664970313825275,
      "recall": 0.03471295060080107
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9664970313825275,
      "recall": 0.03471295060080107
     },
     {
      "P1": 0.75,
      "closed": 0.9681933842239185,
      "recall": 0.03204272363150868
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.972434266327396,
      "recall": 0.0267022696929239
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.972434266327396,
      "recall": 0.0267022696929239
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9745547073791349,
      "recall": 0.02403204272363151
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9787955894826124,
      "recall": 0.018691588785046728
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9787955894826124,
      "recall": 0.018691588785046728
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9809160305343512,
      "recall": 0.01602136181575434
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9860050890585241,
      "recall": 0.012016021361815754
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9860050890585241,
      "recall": 0.012016021361815754
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9868532654792197,
      "recall": 0.010680907877169559
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9906700593723494,
      "recall": 0.00801068090787717
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9906700593723494,
      "recall": 0.00801068090787717
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9923664122137404,
      "recall": 0.00801068090787717
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9953350296861747,
      "recall": 0.004005340453938585
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9953350296861747,
      "recall": 0.004005340453938585
     },
     {
      "P1": 1.0,
      "closed": 0.9978795589482612,
      "recall": 0.0026702269692923898
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 243.0,
    "AUC_p1": 0.5425411522633745
   },
   "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": 92.0,
    "b": 158.0,
    "c": 151.0,
    "d": 322.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.3786008230452675,
    "POFD": 0.32916666666666666,
    "FAR": 0.632,
    "FBI": 1.02880658436214,
    "CSI": 0.22942643391521197,
    "SEDI": 0.07319246293543619
   },
   "one_stage": {
    "a": 23.0,
    "b": 35.0,
    "c": 220.0,
    "d": 445.0,
    "n": 723.0,
    "base": 0.3360995850622407,
    "POD": 0.09465020576131687,
    "POFD": 0.07291666666666667,
    "FAR": 0.603448275862069,
    "FBI": 0.23868312757201646,
    "CSI": 0.08273381294964029,
    "SEDI": 0.055248407760970356
   },
   "AUC_p1": 0.5425411522633745
  }
 },
 "_meta": {
  "ipoint": 10,
  "point": 334,
  "region": 4,
  "lat": 19.75,
  "lon": 104.0,
  "track": "ai",
  "NMEMBER": 60,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}