{
 "W1": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.4979253112033195,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.3566581849024597,
      "recall": 0.835091083413231
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.3566581849024597,
      "recall": 0.835091083413231
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.39567430025445294,
      "recall": 0.8063279002876318
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.44656488549618323,
      "recall": 0.7698945349952061
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.44656488549618323,
      "recall": 0.7698945349952061
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.4669211195928753,
      "recall": 0.7545541706615532
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.491518235793045,
      "recall": 0.7353787152444871
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.491518235793045,
      "recall": 0.7353787152444871
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.49915182357930454,
      "recall": 0.7248322147651006
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5118744698897371,
      "recall": 0.7142857142857143
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5118744698897371,
      "recall": 0.7142857142857143
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5203562340966921,
      "recall": 0.7085330776605945
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5326547921967769,
      "recall": 0.6970278044103547
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5326547921967769,
      "recall": 0.6970278044103547
     },
     {
      "P1": 0.25,
      "closed": 0.5390161153519932,
      "recall": 0.6903163950143816
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5500424088210347,
      "recall": 0.6816874400767018
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5500424088210347,
      "recall": 0.6816874400767018
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.5551314673452078,
      "recall": 0.6788111217641419
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.5657336726039016,
      "recall": 0.6701821668264621
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.5657336726039016,
      "recall": 0.6701821668264621
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.5687022900763359,
      "recall": 0.6682646212847555
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.5763358778625954,
      "recall": 0.660594439117929
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.5763358778625954,
      "recall": 0.660594439117929
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.582273112807464,
      "recall": 0.6538830297219559
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.590754877014419,
      "recall": 0.6471716203259827
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.590754877014419,
      "recall": 0.6471716203259827
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.5949957591178965,
      "recall": 0.6433365292425696
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.602629346904156,
      "recall": 0.6356663470757431
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.602629346904156,
      "recall": 0.6356663470757431
     },
     {
      "P1": 0.5,
      "closed": 0.6089906700593724,
      "recall": 0.6299137104506232
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.6170483460559797,
      "recall": 0.6241610738255033
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.6170483460559797,
      "recall": 0.6241610738255033
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6208651399491094,
      "recall": 0.6203259827420902
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6297709923664122,
      "recall": 0.6088207094918504
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6297709923664122,
      "recall": 0.6088207094918504
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6340118744698897,
      "recall": 0.6049856184084372
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6433418150975403,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6433418150975403,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6488549618320612,
      "recall": 0.5906040268456376
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6590330788804071,
      "recall": 0.5810162991371045
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6590330788804071,
      "recall": 0.5810162991371045
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6649703138252756,
      "recall": 0.573346116970278
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.6709075487701441,
      "recall": 0.5666347075743049
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.6709075487701441,
      "recall": 0.5666347075743049
     },
     {
      "P1": 0.75,
      "closed": 0.6721798134011874,
      "recall": 0.5647171620325983
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.6836301950805768,
      "recall": 0.5560882070949185
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.6836301950805768,
      "recall": 0.5560882070949185
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.688295165394402,
      "recall": 0.5493767976989453
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.6963528413910094,
      "recall": 0.5378715244487057
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.6963528413910094,
      "recall": 0.5378715244487057
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.70186598812553,
      "recall": 0.5321188878235859
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7158608990670059,
      "recall": 0.5167785234899329
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7158608990670059,
      "recall": 0.5167785234899329
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7264631043256997,
      "recall": 0.5052732502396932
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.7514843087362171,
      "recall": 0.4707574304889741
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.7514843087362171,
      "recall": 0.4707574304889741
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7726887192536047,
      "recall": 0.4419942473633749
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8210347752332485,
      "recall": 0.36337488015340363
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8210347752332485,
      "recall": 0.36337488015340363
     },
     {
      "P1": 1.0,
      "closed": 0.8566581849024597,
      "recall": 0.30393096836049854
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 360.0,
    "AUC_p1": 0.8710361187633915
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.10000000149011612
   },
   "final": {
    "a": 325.0,
    "b": 119.0,
    "c": 35.0,
    "d": 244.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.9027777777777778,
    "POFD": 0.3278236914600551,
    "FAR": 0.268018018018018,
    "FBI": 1.2333333333333334,
    "CSI": 0.6784968684759917,
    "SEDI": 0.7467964598533794
   },
   "one_stage": {
    "a": 271.0,
    "b": 55.0,
    "c": 89.0,
    "d": 308.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.7527777777777778,
    "POFD": 0.15151515151515152,
    "FAR": 0.1687116564417178,
    "FBI": 0.9055555555555556,
    "CSI": 0.653012048192771,
    "SEDI": 0.7598129067959467
   },
   "AUC_p1": 0.8710361187633915
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.3850720949957591,
      "recall": 0.8053691275167785
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.3850720949957591,
      "recall": 0.8053691275167785
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.4054283290924512,
      "recall": 0.7909875359539789
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.44826123833757425,
      "recall": 0.7555129434324065
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.44826123833757425,
      "recall": 0.7555129434324065
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.460559796437659,
      "recall": 0.7449664429530202
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.4804919423240034,
      "recall": 0.7296260786193672
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.4804919423240034,
      "recall": 0.7296260786193672
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.4885496183206107,
      "recall": 0.7181208053691275
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5063613231552162,
      "recall": 0.7046979865771812
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5063613231552162,
      "recall": 0.7046979865771812
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5131467345207803,
      "recall": 0.7027804410354745
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5250212044105174,
      "recall": 0.6960690316395014
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5250212044105174,
      "recall": 0.6960690316395014
     },
     {
      "P1": 0.25,
      "closed": 0.5309584393553859,
      "recall": 0.6912751677852349
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5402883799830365,
      "recall": 0.6816874400767018
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5402883799830365,
      "recall": 0.6816874400767018
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.544529262086514,
      "recall": 0.6768935762224353
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.55470737913486,
      "recall": 0.6682646212847555
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.55470737913486,
      "recall": 0.6682646212847555
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.5585241730279898,
      "recall": 0.663470757430489
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.5648854961832062,
      "recall": 0.6558005752636625
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.5648854961832062,
      "recall": 0.6558005752636625
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.5674300254452926,
      "recall": 0.6548418024928092
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.5737913486005088,
      "recall": 0.6510067114093959
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.5737913486005088,
      "recall": 0.6510067114093959
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.5763358778625954,
      "recall": 0.6481303930968361
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.5860899067005938,
      "recall": 0.638542665388303
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.5860899067005938,
      "recall": 0.638542665388303
     },
     {
      "P1": 0.5,
      "closed": 0.589058524173028,
      "recall": 0.6375838926174496
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.5979643765903309,
      "recall": 0.6289549376797698
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.5979643765903309,
      "recall": 0.6289549376797698
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6013570822731128,
      "recall": 0.6279961649089166
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6085665818490247,
      "recall": 0.6222435282837967
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6085665818490247,
      "recall": 0.6222435282837967
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6132315521628499,
      "recall": 0.6145733461169702
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6221374045801527,
      "recall": 0.6040268456375839
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6221374045801527,
      "recall": 0.6040268456375839
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6259541984732824,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6357082273112807,
      "recall": 0.588686481303931
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6357082273112807,
      "recall": 0.588686481303931
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6407972858354538,
      "recall": 0.5838926174496645
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.6450381679389313,
      "recall": 0.5790987535953979
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.6450381679389313,
      "recall": 0.5790987535953979
     },
     {
      "P1": 0.75,
      "closed": 0.6480067854113656,
      "recall": 0.5771812080536913
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.655640373197625,
      "recall": 0.5666347075743049
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.655640373197625,
      "recall": 0.5666347075743049
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.6624257845631891,
      "recall": 0.5608820709491851
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.6751484308736218,
      "recall": 0.5503355704697986
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.6751484308736218,
      "recall": 0.5503355704697986
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.6844783715012723,
      "recall": 0.5378715244487057
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.6984732824427481,
      "recall": 0.5215723873441994
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.6984732824427481,
      "recall": 0.5215723873441994
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7069550466497032,
      "recall": 0.5129434324065196
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.727735368956743,
      "recall": 0.48801534036433364
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.727735368956743,
      "recall": 0.48801534036433364
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7446988973706531,
      "recall": 0.46883988494726747
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.7794741306191688,
      "recall": 0.42090124640460214
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.7794741306191688,
      "recall": 0.42090124640460214
     },
     {
      "P1": 1.0,
      "closed": 0.8044953350296862,
      "recall": 0.37871524448705657
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 360.0,
    "AUC_p1": 0.8420875420875421
   },
   "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": 311.0,
    "b": 126.0,
    "c": 49.0,
    "d": 237.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.8638888888888889,
    "POFD": 0.34710743801652894,
    "FAR": 0.28832951945080093,
    "FBI": 1.2138888888888888,
    "CSI": 0.6399176954732511,
    "SEDI": 0.6840581653193196
   },
   "one_stage": {
    "a": 265.0,
    "b": 64.0,
    "c": 95.0,
    "d": 299.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.7361111111111112,
    "POFD": 0.1763085399449036,
    "FAR": 0.1945288753799392,
    "FBI": 0.9138888888888889,
    "CSI": 0.625,
    "SEDI": 0.7195503372879493
   },
   "AUC_p1": 0.8420875420875421
  }
 },
 "W2": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.37206085753803597,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5530110262934691,
      "recall": 0.5388739946380697
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5530110262934691,
      "recall": 0.5388739946380697
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6051738761662426,
      "recall": 0.4839142091152815
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6743002544529262,
      "recall": 0.41152815013404825
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6743002544529262,
      "recall": 0.41152815013404825
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7005937234944868,
      "recall": 0.3847184986595174
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.734520780322307,
      "recall": 0.3552278820375335
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.734520780322307,
      "recall": 0.3552278820375335
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7557251908396947,
      "recall": 0.33378016085790885
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7824427480916031,
      "recall": 0.31233243967828417
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7824427480916031,
      "recall": 0.31233243967828417
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7930449533502969,
      "recall": 0.2975871313672922
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8146734520780322,
      "recall": 0.2667560321715818
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8146734520780322,
      "recall": 0.2667560321715818
     },
     {
      "P1": 0.25,
      "closed": 0.8240033927056828,
      "recall": 0.25067024128686327
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8418150975402884,
      "recall": 0.2292225201072386
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8418150975402884,
      "recall": 0.2292225201072386
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8469041560644615,
      "recall": 0.22117962466487937
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8532654792196777,
      "recall": 0.21447721179624665
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8532654792196777,
      "recall": 0.21447721179624665
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8592027141645462,
      "recall": 0.2064343163538874
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8710771840542832,
      "recall": 0.19436997319034852
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8710771840542832,
      "recall": 0.19436997319034852
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8770144189991518,
      "recall": 0.1863270777479893
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8876166242578456,
      "recall": 0.17024128686327078
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8876166242578456,
      "recall": 0.17024128686327078
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8893129770992366,
      "recall": 0.1675603217158177
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.899067005937235,
      "recall": 0.15683646112600536
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.899067005937235,
      "recall": 0.15683646112600536
     },
     {
      "P1": 0.5,
      "closed": 0.9050042408821035,
      "recall": 0.14611260053619302
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.910941475826972,
      "recall": 0.13941018766756033
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.910941475826972,
      "recall": 0.13941018766756033
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9156064461407973,
      "recall": 0.13270777479892762
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9245122985581001,
      "recall": 0.12332439678284182
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9245122985581001,
      "recall": 0.12332439678284182
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9287531806615776,
      "recall": 0.1193029490616622
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9342663273960984,
      "recall": 0.10455764075067024
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9342663273960984,
      "recall": 0.10455764075067024
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9376590330788804,
      "recall": 0.10053619302949061
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9440203562340967,
      "recall": 0.09249329758713137
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9440203562340967,
      "recall": 0.09249329758713137
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9474130619168787,
      "recall": 0.08445040214477212
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.952078032230704,
      "recall": 0.07506702412868632
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.952078032230704,
      "recall": 0.07506702412868632
     },
     {
      "P1": 0.75,
      "closed": 0.9541984732824428,
      "recall": 0.07238605898123325
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.957167090754877,
      "recall": 0.06702412868632708
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.957167090754877,
      "recall": 0.06702412868632708
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9588634435962681,
      "recall": 0.06568364611260054
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9631043256997456,
      "recall": 0.06166219839142091
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9631043256997456,
      "recall": 0.06166219839142091
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9648006785411366,
      "recall": 0.06032171581769437
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9686174724342663,
      "recall": 0.05361930294906166
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9686174724342663,
      "recall": 0.05361930294906166
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9715860899067006,
      "recall": 0.049597855227882036
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9775233248515691,
      "recall": 0.04155495978552279
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9775233248515691,
      "recall": 0.04155495978552279
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9826123833757422,
      "recall": 0.03485254691689008
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9902459711620017,
      "recall": 0.020107238605898123
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9902459711620017,
      "recall": 0.020107238605898123
     },
     {
      "P1": 1.0,
      "closed": 0.9936386768447837,
      "recall": 0.010723860589812333
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.621096244861864
   },
   "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": 153.0,
    "b": 188.0,
    "c": 116.0,
    "d": 266.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.5687732342007435,
    "POFD": 0.41409691629955947,
    "FAR": 0.5513196480938416,
    "FBI": 1.2676579925650557,
    "CSI": 0.3347921225382932,
    "SEDI": 0.22111243624164342
   },
   "one_stage": {
    "a": 43.0,
    "b": 35.0,
    "c": 226.0,
    "d": 419.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.15985130111524162,
    "POFD": 0.07709251101321586,
    "FAR": 0.44871794871794873,
    "FBI": 0.2899628252788104,
    "CSI": 0.14144736842105263,
    "SEDI": 0.17700443236305255
   },
   "AUC_p1": 0.621096244861864
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6149279050042409,
      "recall": 0.49195710455764075
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6149279050042409,
      "recall": 0.49195710455764075
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6560644614079729,
      "recall": 0.450402144772118
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6993214588634435,
      "recall": 0.4155495978552279
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6993214588634435,
      "recall": 0.4155495978552279
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7158608990670059,
      "recall": 0.3967828418230563
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7446988973706531,
      "recall": 0.3632707774798928
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7446988973706531,
      "recall": 0.3632707774798928
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7523324851569126,
      "recall": 0.3512064343163539
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7697201017811705,
      "recall": 0.3297587131367292
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7697201017811705,
      "recall": 0.3297587131367292
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.77735368956743,
      "recall": 0.3203753351206434
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.7900763358778626,
      "recall": 0.30563002680965146
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.7900763358778626,
      "recall": 0.30563002680965146
     },
     {
      "P1": 0.25,
      "closed": 0.7951653944020356,
      "recall": 0.2949061662198391
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8032230703986429,
      "recall": 0.2868632707774799
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8032230703986429,
      "recall": 0.2868632707774799
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8087362171331637,
      "recall": 0.2774798927613941
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8176420695504665,
      "recall": 0.2680965147453083
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8176420695504665,
      "recall": 0.2680965147453083
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8214588634435962,
      "recall": 0.26541554959785524
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8312128922815946,
      "recall": 0.2546916890080429
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8312128922815946,
      "recall": 0.2546916890080429
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8341815097540288,
      "recall": 0.2520107238605898
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8435114503816794,
      "recall": 0.2386058981233244
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8435114503816794,
      "recall": 0.2386058981233244
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8481764206955047,
      "recall": 0.2292225201072386
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8545377438507209,
      "recall": 0.21983914209115282
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8545377438507209,
      "recall": 0.21983914209115282
     },
     {
      "P1": 0.5,
      "closed": 0.8583545377438507,
      "recall": 0.21715817694369974
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.864715860899067,
      "recall": 0.21045576407506703
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.864715860899067,
      "recall": 0.21045576407506703
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.8668363019508057,
      "recall": 0.2037533512064343
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.8740458015267176,
      "recall": 0.19302949061662197
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.8740458015267176,
      "recall": 0.19302949061662197
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.8778625954198473,
      "recall": 0.1876675603217158
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.8846480067854113,
      "recall": 0.17828418230563003
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.8846480067854113,
      "recall": 0.17828418230563003
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.8884648006785412,
      "recall": 0.17560321715817695
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.8944020356234097,
      "recall": 0.16890080428954424
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.8944020356234097,
      "recall": 0.16890080428954424
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.899067005937235,
      "recall": 0.16085790884718498
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9045801526717557,
      "recall": 0.15415549597855227
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9045801526717557,
      "recall": 0.15415549597855227
     },
     {
      "P1": 0.75,
      "closed": 0.9071246819338422,
      "recall": 0.14745308310991956
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9134860050890585,
      "recall": 0.14075067024128687
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9134860050890585,
      "recall": 0.14075067024128687
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9164546225614928,
      "recall": 0.13672922252010725
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9240882103477523,
      "recall": 0.12332439678284182
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9240882103477523,
      "recall": 0.12332439678284182
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9274809160305344,
      "recall": 0.1193029490616622
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9346904156064462,
      "recall": 0.10857908847184987
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9346904156064462,
      "recall": 0.10857908847184987
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9414758269720102,
      "recall": 0.0938337801608579
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9512298558100085,
      "recall": 0.0777479892761394
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9512298558100085,
      "recall": 0.0777479892761394
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9575911789652247,
      "recall": 0.06568364611260054
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9728583545377438,
      "recall": 0.04691689008042895
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9728583545377438,
      "recall": 0.04691689008042895
     },
     {
      "P1": 1.0,
      "closed": 0.9813401187446988,
      "recall": 0.03485254691689008
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.613133157558587
   },
   "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": 146.0,
    "b": 164.0,
    "c": 123.0,
    "d": 290.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.5427509293680297,
    "POFD": 0.36123348017621143,
    "FAR": 0.5290322580645161,
    "FBI": 1.1524163568773234,
    "CSI": 0.3371824480369515,
    "SEDI": 0.25923647781625
   },
   "one_stage": {
    "a": 47.0,
    "b": 51.0,
    "c": 222.0,
    "d": 403.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.17472118959107807,
    "POFD": 0.11233480176211454,
    "FAR": 0.5204081632653061,
    "FBI": 0.3643122676579926,
    "CSI": 0.146875,
    "SEDI": 0.12130540138710812
   },
   "AUC_p1": 0.613133157558587
  }
 },
 "W3": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.37206085753803597,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5852417302798982,
      "recall": 0.43066666666666664
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5852417302798982,
      "recall": 0.43066666666666664
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6399491094147582,
      "recall": 0.372
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7078032230703987,
      "recall": 0.2986666666666667
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7078032230703987,
      "recall": 0.2986666666666667
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7281594571670907,
      "recall": 0.2773333333333333
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7642069550466497,
      "recall": 0.23466666666666666
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7642069550466497,
      "recall": 0.23466666666666666
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7820186598812553,
      "recall": 0.21866666666666668
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.813401187446989,
      "recall": 0.18266666666666667
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.813401187446989,
      "recall": 0.18266666666666667
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8244274809160306,
      "recall": 0.172
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8447837150127226,
      "recall": 0.152
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8447837150127226,
      "recall": 0.152
     },
     {
      "P1": 0.25,
      "closed": 0.8549618320610687,
      "recall": 0.144
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8753180661577609,
      "recall": 0.12533333333333332
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8753180661577609,
      "recall": 0.12533333333333332
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8804071246819338,
      "recall": 0.12
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8965224766751484,
      "recall": 0.104
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8965224766751484,
      "recall": 0.104
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9007633587786259,
      "recall": 0.096
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9088210347752332,
      "recall": 0.08666666666666667
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9088210347752332,
      "recall": 0.08666666666666667
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.914334181509754,
      "recall": 0.084
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9249363867684478,
      "recall": 0.07333333333333333
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9249363867684478,
      "recall": 0.07333333333333333
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9296013570822731,
      "recall": 0.068
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9397794741306191,
      "recall": 0.058666666666666666
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9397794741306191,
      "recall": 0.058666666666666666
     },
     {
      "P1": 0.5,
      "closed": 0.9457167090754877,
      "recall": 0.05733333333333333
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9546225614927905,
      "recall": 0.04533333333333334
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9546225614927905,
      "recall": 0.04533333333333334
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9580152671755725,
      "recall": 0.04133333333333333
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9664970313825275,
      "recall": 0.029333333333333333
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9664970313825275,
      "recall": 0.029333333333333333
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9698897370653096,
      "recall": 0.02666666666666667
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9720101781170484,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9720101781170484,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9737065309584394,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9758269720101781,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9758269720101781,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9792196776929601,
      "recall": 0.02
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9821882951653944,
      "recall": 0.018666666666666668
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9821882951653944,
      "recall": 0.018666666666666668
     },
     {
      "P1": 0.75,
      "closed": 0.9830364715860899,
      "recall": 0.018666666666666668
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9851569126378287,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9851569126378287,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9872773536895675,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.989821882951654,
      "recall": 0.010666666666666666
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.989821882951654,
      "recall": 0.010666666666666666
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.991518235793045,
      "recall": 0.008
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9936386768447837,
      "recall": 0.008
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9936386768447837,
      "recall": 0.008
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9944868532654793,
      "recall": 0.006666666666666667
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9970313825275657,
      "recall": 0.004
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9970313825275657,
      "recall": 0.004
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.0026666666666666666
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9991518235793045,
      "recall": 0.0013333333333333333
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9991518235793045,
      "recall": 0.0013333333333333333
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.596682934018964
   },
   "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": 141.0,
    "b": 181.0,
    "c": 128.0,
    "d": 273.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.5241635687732342,
    "POFD": 0.3986784140969163,
    "FAR": 0.562111801242236,
    "FBI": 1.1970260223048328,
    "CSI": 0.31333333333333335,
    "SEDI": 0.18023782488125822
   },
   "one_stage": {
    "a": 30.0,
    "b": 20.0,
    "c": 239.0,
    "d": 434.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.11152416356877323,
    "POFD": 0.04405286343612335,
    "FAR": 0.4,
    "FBI": 0.18587360594795538,
    "CSI": 0.10380622837370242,
    "SEDI": 0.1828825111493332
   },
   "AUC_p1": 0.596682934018964
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6136556403731976,
      "recall": 0.4266666666666667
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6136556403731976,
      "recall": 0.4266666666666667
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6624257845631891,
      "recall": 0.376
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7205258693808312,
      "recall": 0.30133333333333334
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7205258693808312,
      "recall": 0.30133333333333334
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7446988973706531,
      "recall": 0.2733333333333333
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7777777777777778,
      "recall": 0.22533333333333333
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7777777777777778,
      "recall": 0.22533333333333333
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7921967769296013,
      "recall": 0.21066666666666667
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8121289228159457,
      "recall": 0.18666666666666668
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8121289228159457,
      "recall": 0.18666666666666668
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8180661577608143,
      "recall": 0.18
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8299406276505513,
      "recall": 0.16266666666666665
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8299406276505513,
      "recall": 0.16266666666666665
     },
     {
      "P1": 0.25,
      "closed": 0.8350296861747244,
      "recall": 0.15866666666666668
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8452078032230704,
      "recall": 0.14533333333333334
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8452078032230704,
      "recall": 0.14533333333333334
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8477523324851569,
      "recall": 0.14133333333333334
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8562340966921119,
      "recall": 0.132
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8562340966921119,
      "recall": 0.132
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.859626802374894,
      "recall": 0.128
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8706530958439356,
      "recall": 0.11866666666666667
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8706530958439356,
      "recall": 0.11866666666666667
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8753180661577609,
      "recall": 0.11333333333333333
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8846480067854113,
      "recall": 0.108
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8846480067854113,
      "recall": 0.108
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8897370653095844,
      "recall": 0.10666666666666667
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.899067005937235,
      "recall": 0.09866666666666667
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.899067005937235,
      "recall": 0.09866666666666667
     },
     {
      "P1": 0.5,
      "closed": 0.9045801526717557,
      "recall": 0.09333333333333334
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9117896522476675,
      "recall": 0.08666666666666667
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9117896522476675,
      "recall": 0.08666666666666667
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9173027989821882,
      "recall": 0.08
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9270568278201866,
      "recall": 0.06666666666666667
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9270568278201866,
      "recall": 0.06666666666666667
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9308736217133163,
      "recall": 0.06533333333333333
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9402035623409669,
      "recall": 0.058666666666666666
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9402035623409669,
      "recall": 0.058666666666666666
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.94529262086514,
      "recall": 0.05333333333333334
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9495335029686175,
      "recall": 0.04933333333333333
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9495335029686175,
      "recall": 0.04933333333333333
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9512298558100085,
      "recall": 0.048
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9550466497031382,
      "recall": 0.042666666666666665
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9550466497031382,
      "recall": 0.042666666666666665
     },
     {
      "P1": 0.75,
      "closed": 0.9597116200169635,
      "recall": 0.034666666666666665
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9648006785411366,
      "recall": 0.029333333333333333
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9648006785411366,
      "recall": 0.029333333333333333
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9664970313825275,
      "recall": 0.02666666666666667
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9707379134860051,
      "recall": 0.024
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9707379134860051,
      "recall": 0.024
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9732824427480916,
      "recall": 0.02
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9766751484308737,
      "recall": 0.02
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9766751484308737,
      "recall": 0.02
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9792196776929601,
      "recall": 0.016
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9847328244274809,
      "recall": 0.012
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9847328244274809,
      "recall": 0.012
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.989821882951654,
      "recall": 0.006666666666666667
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9953350296861747,
      "recall": 0.0026666666666666666
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9953350296861747,
      "recall": 0.0026666666666666666
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.564523524884136
   },
   "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": 129.0,
    "b": 165.0,
    "c": 140.0,
    "d": 289.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.4795539033457249,
    "POFD": 0.3634361233480176,
    "FAR": 0.5612244897959183,
    "FBI": 1.0929368029739777,
    "CSI": 0.29723502304147464,
    "SEDI": 0.16784236148230908
   },
   "one_stage": {
    "a": 27.0,
    "b": 32.0,
    "c": 242.0,
    "d": 422.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.10037174721189591,
    "POFD": 0.07048458149779736,
    "FAR": 0.5423728813559322,
    "FBI": 0.21933085501858737,
    "CSI": 0.08970099667774087,
    "SEDI": 0.07527503357477079
   },
   "AUC_p1": 0.564523524884136
  }
 },
 "W4": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.3665283540802213,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5267175572519084,
      "recall": 0.4980494148244473
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5267175572519084,
      "recall": 0.4980494148244473
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.5784563189143341,
      "recall": 0.4434330299089727
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6501272264631044,
      "recall": 0.3693107932379714
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6501272264631044,
      "recall": 0.3693107932379714
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.68490245971162,
      "recall": 0.33940182054616386
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.736217133163698,
      "recall": 0.2834850455136541
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.736217133163698,
      "recall": 0.2834850455136541
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7540288379983037,
      "recall": 0.270481144343303
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.785835453774385,
      "recall": 0.23667100130039012
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.785835453774385,
      "recall": 0.23667100130039012
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8057675996607294,
      "recall": 0.21196358907672302
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8261238337574215,
      "recall": 0.19115734720416125
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8261238337574215,
      "recall": 0.19115734720416125
     },
     {
      "P1": 0.25,
      "closed": 0.8337574215436812,
      "recall": 0.1846553966189857
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8502968617472434,
      "recall": 0.16644993498049415
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8502968617472434,
      "recall": 0.16644993498049415
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8608990670059372,
      "recall": 0.16124837451235371
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8748939779474131,
      "recall": 0.1469440832249675
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8748939779474131,
      "recall": 0.1469440832249675
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8829516539440203,
      "recall": 0.13914174252275682
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8977947413061917,
      "recall": 0.1235370611183355
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8977947413061917,
      "recall": 0.1235370611183355
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9033078880407125,
      "recall": 0.11313394018205461
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9156064461407973,
      "recall": 0.10143042912873862
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9156064461407973,
      "recall": 0.10143042912873862
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9211195928753181,
      "recall": 0.09102730819245773
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9291772688719253,
      "recall": 0.08062418725617686
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9291772688719253,
      "recall": 0.08062418725617686
     },
     {
      "P1": 0.5,
      "closed": 0.9346904156064462,
      "recall": 0.0741222366710013
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9448685326547922,
      "recall": 0.06241872561768531
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9448685326547922,
      "recall": 0.06241872561768531
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9478371501272265,
      "recall": 0.05981794538361508
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9588634435962681,
      "recall": 0.045513654096228866
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9588634435962681,
      "recall": 0.045513654096228866
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.96225614927905,
      "recall": 0.04031209362808843
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9698897370653096,
      "recall": 0.035110533159947985
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9698897370653096,
      "recall": 0.035110533159947985
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.972434266327396,
      "recall": 0.032509752925877766
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9758269720101781,
      "recall": 0.02860858257477243
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9758269720101781,
      "recall": 0.02860858257477243
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9796437659033079,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9796437659033079,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.75,
      "closed": 0.9826123833757422,
      "recall": 0.022106631989596878
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9843087362171332,
      "recall": 0.02080624187256177
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9843087362171332,
      "recall": 0.02080624187256177
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9864291772688719,
      "recall": 0.015604681404421327
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9902459711620017,
      "recall": 0.010403120936280884
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9902459711620017,
      "recall": 0.010403120936280884
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9936386768447837,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9953350296861747,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9953350296861747,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9970313825275657,
      "recall": 0.005201560468140442
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9974554707379135,
      "recall": 0.0039011703511053317
     },
     {
      "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": 265.0,
    "AUC_p1": 0.5709936557633682
   },
   "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": 0.06669999659061432
   },
   "final": {
    "a": 102.0,
    "b": 125.0,
    "c": 163.0,
    "d": 333.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.3849056603773585,
    "POFD": 0.27292576419213976,
    "FAR": 0.5506607929515418,
    "FBI": 0.8566037735849057,
    "CSI": 0.26153846153846155,
    "SEDI": 0.16711845221293103
   },
   "one_stage": {
    "a": 21.0,
    "b": 21.0,
    "c": 244.0,
    "d": 437.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.07924528301886792,
    "POFD": 0.04585152838427948,
    "FAR": 0.5,
    "FBI": 0.15849056603773584,
    "CSI": 0.07342657342657342,
    "SEDI": 0.10140242297310462
   },
   "AUC_p1": 0.5709936557633682
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5750636132315521,
      "recall": 0.4343302990897269
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5750636132315521,
      "recall": 0.4343302990897269
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6268023748939779,
      "recall": 0.38491547464239273
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6904156064461409,
      "recall": 0.30429128738621586
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6904156064461409,
      "recall": 0.30429128738621586
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7188295165394403,
      "recall": 0.270481144343303
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7565733672603902,
      "recall": 0.22886866059817945
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7565733672603902,
      "recall": 0.22886866059817945
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7718405428329093,
      "recall": 0.20806241872561768
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7977099236641221,
      "recall": 0.18855656697009102
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7977099236641221,
      "recall": 0.18855656697009102
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8074639525021204,
      "recall": 0.17945383615084526
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8244274809160306,
      "recall": 0.1599479843953186
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8244274809160306,
      "recall": 0.1599479843953186
     },
     {
      "P1": 0.25,
      "closed": 0.8303647158608991,
      "recall": 0.15474642392717816
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8439355385920271,
      "recall": 0.14434330299089726
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8439355385920271,
      "recall": 0.14434330299089726
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8481764206955047,
      "recall": 0.13914174252275682
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.859626802374894,
      "recall": 0.12873862158647595
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.859626802374894,
      "recall": 0.12873862158647595
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8642917726887193,
      "recall": 0.12743823146944083
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8723494486853265,
      "recall": 0.1222366710013004
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8723494486853265,
      "recall": 0.1222366710013004
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8765903307888041,
      "recall": 0.11573472041612484
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8867684478371501,
      "recall": 0.10533159947984395
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8867684478371501,
      "recall": 0.10533159947984395
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8918575063613232,
      "recall": 0.10013003901170352
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8999151823579304,
      "recall": 0.09232769830949285
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8999151823579304,
      "recall": 0.09232769830949285
     },
     {
      "P1": 0.5,
      "closed": 0.9062765055131468,
      "recall": 0.0858257477243173
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9202714164546225,
      "recall": 0.07802340702210664
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9202714164546225,
      "recall": 0.07802340702210664
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9249363867684478,
      "recall": 0.07152145643693109
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9338422391857506,
      "recall": 0.0611183355006502
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9338422391857506,
      "recall": 0.0611183355006502
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9385072094995759,
      "recall": 0.05721716514954486
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9457167090754877,
      "recall": 0.04811443433029909
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9457167090754877,
      "recall": 0.04811443433029909
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9495335029686175,
      "recall": 0.04291287386215865
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9533502968617472,
      "recall": 0.036410923276983094
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9533502968617472,
      "recall": 0.036410923276983094
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.957167090754877,
      "recall": 0.031209362808842653
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9618320610687023,
      "recall": 0.02860858257477243
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9618320610687023,
      "recall": 0.02860858257477243
     },
     {
      "P1": 0.75,
      "closed": 0.9652247667514843,
      "recall": 0.02600780234070221
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9686174724342663,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9686174724342663,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9711620016963528,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9754028837998303,
      "recall": 0.02080624187256177
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9754028837998303,
      "recall": 0.02080624187256177
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9770992366412213,
      "recall": 0.01950585175552666
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9830364715860899,
      "recall": 0.015604681404421327
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9830364715860899,
      "recall": 0.015604681404421327
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9855810008481765,
      "recall": 0.014304291287386216
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9902459711620017,
      "recall": 0.010403120936280884
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9902459711620017,
      "recall": 0.010403120936280884
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9927905004240882,
      "recall": 0.006501950585175552
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9961832061068703,
      "recall": 0.0039011703511053317
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9961832061068703,
      "recall": 0.0039011703511053317
     },
     {
      "P1": 1.0,
      "closed": 0.998303647158609,
      "recall": 0.002600780234070221
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 265.0,
    "AUC_p1": 0.5416206640850293
   },
   "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": 101.0,
    "b": 136.0,
    "c": 164.0,
    "d": 322.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.38113207547169814,
    "POFD": 0.29694323144104806,
    "FAR": 0.5738396624472574,
    "FBI": 0.8943396226415095,
    "CSI": 0.2518703241895262,
    "SEDI": 0.12525744506739114
   },
   "one_stage": {
    "a": 23.0,
    "b": 21.0,
    "c": 242.0,
    "d": 437.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.08679245283018867,
    "POFD": 0.04585152838427948,
    "FAR": 0.4772727272727273,
    "FBI": 0.1660377358490566,
    "CSI": 0.08041958041958042,
    "SEDI": 0.12039722288014472
   },
   "AUC_p1": 0.5416206640850293
  }
 },
 "W5": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.38450899031811897,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5619168787107718,
      "recall": 0.4805699481865285
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5619168787107718,
      "recall": 0.4805699481865285
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6089906700593724,
      "recall": 0.43005181347150256
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6832061068702291,
      "recall": 0.3601036269430052
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6832061068702291,
      "recall": 0.3601036269430052
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7035623409669212,
      "recall": 0.327720207253886
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7548770144189991,
      "recall": 0.27461139896373055
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7548770144189991,
      "recall": 0.27461139896373055
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7748091603053435,
      "recall": 0.2551813471502591
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8002544529262087,
      "recall": 0.22797927461139897
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8002544529262087,
      "recall": 0.22797927461139897
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8083121289228159,
      "recall": 0.22020725388601037
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8295165394402035,
      "recall": 0.1955958549222798
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8295165394402035,
      "recall": 0.1955958549222798
     },
     {
      "P1": 0.25,
      "closed": 0.8396946564885497,
      "recall": 0.1800518134715026
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8566581849024597,
      "recall": 0.15803108808290156
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8566581849024597,
      "recall": 0.15803108808290156
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8651399491094147,
      "recall": 0.14507772020725387
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8833757421543681,
      "recall": 0.13082901554404144
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8833757421543681,
      "recall": 0.13082901554404144
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8944020356234097,
      "recall": 0.11917098445595854
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9054283290924512,
      "recall": 0.10362694300518134
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9054283290924512,
      "recall": 0.10362694300518134
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.910941475826972,
      "recall": 0.09585492227979274
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9253604749787956,
      "recall": 0.07772020725388601
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9253604749787956,
      "recall": 0.07772020725388601
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9312977099236641,
      "recall": 0.07642487046632124
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9410517387616624,
      "recall": 0.06606217616580311
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9410517387616624,
      "recall": 0.06606217616580311
     },
     {
      "P1": 0.5,
      "closed": 0.9448685326547922,
      "recall": 0.06217616580310881
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.953774385072095,
      "recall": 0.04792746113989637
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.953774385072095,
      "recall": 0.04792746113989637
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9575911789652247,
      "recall": 0.04145077720207254
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9618320610687023,
      "recall": 0.04015544041450777
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9618320610687023,
      "recall": 0.04015544041450777
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9631043256997456,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9686174724342663,
      "recall": 0.034974093264248704
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9686174724342663,
      "recall": 0.034974093264248704
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9728583545377438,
      "recall": 0.031088082901554404
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9783715012722647,
      "recall": 0.025906735751295335
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9783715012722647,
      "recall": 0.025906735751295335
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9813401187446988,
      "recall": 0.023316062176165803
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9834605597964376,
      "recall": 0.01683937823834197
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9834605597964376,
      "recall": 0.01683937823834197
     },
     {
      "P1": 0.75,
      "closed": 0.9843087362171332,
      "recall": 0.015544041450777202
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9872773536895675,
      "recall": 0.012953367875647668
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9872773536895675,
      "recall": 0.012953367875647668
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9889737065309584,
      "recall": 0.009067357512953367
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9919423240033927,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9919423240033927,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.993214588634436,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9936386768447837,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9953350296861747,
      "recall": 0.0051813471502590676
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9953350296861747,
      "recall": 0.0051813471502590676
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9970313825275657,
      "recall": 0.0012953367875647669
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9987277353689568,
      "recall": 0.0
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9987277353689568,
      "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": 278.0,
    "AUC_p1": 0.5623070083259235
   },
   "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": 139.0,
    "b": 158.0,
    "c": 139.0,
    "d": 287.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.5,
    "POFD": 0.3550561797752809,
    "FAR": 0.531986531986532,
    "FBI": 1.0683453237410072,
    "CSI": 0.31880733944954126,
    "SEDI": 0.20867513115610525
   },
   "one_stage": {
    "a": 27.0,
    "b": 27.0,
    "c": 251.0,
    "d": 418.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.09712230215827339,
    "POFD": 0.060674157303370786,
    "FAR": 0.5,
    "FBI": 0.19424460431654678,
    "CSI": 0.08852459016393442,
    "SEDI": 0.09625389894613827
   },
   "AUC_p1": 0.5623070083259235
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.595843935538592,
      "recall": 0.39896373056994816
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.595843935538592,
      "recall": 0.39896373056994816
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6501272264631044,
      "recall": 0.35751295336787564
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7111959287531806,
      "recall": 0.29533678756476683
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7111959287531806,
      "recall": 0.29533678756476683
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7353689567430026,
      "recall": 0.26813471502590674
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7637828668363019,
      "recall": 0.2266839378238342
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7637828668363019,
      "recall": 0.2266839378238342
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7748091603053435,
      "recall": 0.21761658031088082
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7938931297709924,
      "recall": 0.2033678756476684
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7938931297709924,
      "recall": 0.2033678756476684
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8011026293469041,
      "recall": 0.19430051813471502
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8142493638676844,
      "recall": 0.18134715025906736
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8142493638676844,
      "recall": 0.18134715025906736
     },
     {
      "P1": 0.25,
      "closed": 0.820186598812553,
      "recall": 0.17616580310880828
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8333333333333334,
      "recall": 0.16321243523316062
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8333333333333334,
      "recall": 0.16321243523316062
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8426632739609838,
      "recall": 0.1489637305699482
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8536895674300254,
      "recall": 0.14248704663212436
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8536895674300254,
      "recall": 0.14248704663212436
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.859626802374894,
      "recall": 0.13601036269430053
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8676844783715013,
      "recall": 0.12823834196891193
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8676844783715013,
      "recall": 0.12823834196891193
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8731976251060221,
      "recall": 0.12305699481865284
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8825275657336726,
      "recall": 0.11398963730569948
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8825275657336726,
      "recall": 0.11398963730569948
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8884648006785412,
      "recall": 0.10751295336787564
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8960983884648007,
      "recall": 0.10103626943005181
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8960983884648007,
      "recall": 0.10103626943005181
     },
     {
      "P1": 0.5,
      "closed": 0.9011874469889737,
      "recall": 0.09715025906735751
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.912637828668363,
      "recall": 0.08678756476683938
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.912637828668363,
      "recall": 0.08678756476683938
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9194232400339271,
      "recall": 0.08290155440414508
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9300254452926209,
      "recall": 0.06994818652849741
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9300254452926209,
      "recall": 0.06994818652849741
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9372349448685326,
      "recall": 0.054404145077720206
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9461407972858354,
      "recall": 0.046632124352331605
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9461407972858354,
      "recall": 0.046632124352331605
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9478371501272265,
      "recall": 0.04404145077720207
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9563189143341815,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9563189143341815,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9575911789652247,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9618320610687023,
      "recall": 0.03367875647668394
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9618320610687023,
      "recall": 0.03367875647668394
     },
     {
      "P1": 0.75,
      "closed": 0.9648006785411366,
      "recall": 0.02849740932642487
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9677692960135709,
      "recall": 0.027202072538860103
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9677692960135709,
      "recall": 0.027202072538860103
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9707379134860051,
      "recall": 0.02461139896373057
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9758269720101781,
      "recall": 0.02072538860103627
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9758269720101781,
      "recall": 0.02072538860103627
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9775233248515691,
      "recall": 0.019430051813471502
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9804919423240034,
      "recall": 0.018134715025906734
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9804919423240034,
      "recall": 0.018134715025906734
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9826123833757422,
      "recall": 0.01683937823834197
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9889737065309584,
      "recall": 0.009067357512953367
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9889737065309584,
      "recall": 0.009067357512953367
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9910941475826972,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.996607294317218,
      "recall": 0.0025906735751295338
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.996607294317218,
      "recall": 0.0025906735751295338
     },
     {
      "P1": 1.0,
      "closed": 0.998303647158609,
      "recall": 0.0012953367875647669
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 278.0,
    "AUC_p1": 0.5563252768571659
   },
   "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": 132.0,
    "b": 168.0,
    "c": 146.0,
    "d": 277.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.4748201438848921,
    "POFD": 0.3775280898876405,
    "FAR": 0.56,
    "FBI": 1.079136690647482,
    "CSI": 0.29596412556053814,
    "SEDI": 0.14072919296813918
   },
   "one_stage": {
    "a": 25.0,
    "b": 29.0,
    "c": 253.0,
    "d": 416.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.08992805755395683,
    "POFD": 0.0651685393258427,
    "FAR": 0.5370370370370371,
    "FBI": 0.19424460431654678,
    "CSI": 0.08143322475570032,
    "SEDI": 0.06581140615859143
   },
   "AUC_p1": 0.5563252768571659
  }
 },
 "W6": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.37621023513139695,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5568278201865988,
      "recall": 0.4751958224543081
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5568278201865988,
      "recall": 0.4751958224543081
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6123833757421544,
      "recall": 0.4216710182767624
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.686598812553011,
      "recall": 0.3433420365535248
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.686598812553011,
      "recall": 0.3433420365535248
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7107718405428329,
      "recall": 0.31462140992167104
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7531806615776081,
      "recall": 0.26370757180156656
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7531806615776081,
      "recall": 0.26370757180156656
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.772264631043257,
      "recall": 0.2454308093994778
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7994062765055132,
      "recall": 0.21801566579634465
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7994062765055132,
      "recall": 0.21801566579634465
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8104325699745547,
      "recall": 0.20757180156657964
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8324851569126378,
      "recall": 0.1866840731070496
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8324851569126378,
      "recall": 0.1866840731070496
     },
     {
      "P1": 0.25,
      "closed": 0.8439355385920271,
      "recall": 0.17101827676240208
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8659881255301103,
      "recall": 0.15274151436031333
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8659881255301103,
      "recall": 0.15274151436031333
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8744698897370653,
      "recall": 0.14360313315926893
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8931297709923665,
      "recall": 0.1174934725848564
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8931297709923665,
      "recall": 0.1174934725848564
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9016115351993215,
      "recall": 0.10704960835509138
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9173027989821882,
      "recall": 0.09138381201044386
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9173027989821882,
      "recall": 0.09138381201044386
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9240882103477523,
      "recall": 0.08877284595300261
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9351145038167938,
      "recall": 0.07441253263707572
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9351145038167938,
      "recall": 0.07441253263707572
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9385072094995759,
      "recall": 0.07049608355091384
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9474130619168787,
      "recall": 0.057441253263707574
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9474130619168787,
      "recall": 0.057441253263707574
     },
     {
      "P1": 0.5,
      "closed": 0.950381679389313,
      "recall": 0.05483028720626632
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9635284139100933,
      "recall": 0.03524804177545692
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9635284139100933,
      "recall": 0.03524804177545692
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9656488549618321,
      "recall": 0.031331592689295036
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9698897370653096,
      "recall": 0.028720626631853787
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9698897370653096,
      "recall": 0.028720626631853787
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9715860899067006,
      "recall": 0.028720626631853787
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9787955894826124,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9787955894826124,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9813401187446988,
      "recall": 0.015665796344647518
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9851569126378287,
      "recall": 0.009138381201044387
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9851569126378287,
      "recall": 0.009138381201044387
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9860050890585241,
      "recall": 0.007832898172323759
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9893977947413062,
      "recall": 0.006527415143603133
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9893977947413062,
      "recall": 0.006527415143603133
     },
     {
      "P1": 0.75,
      "closed": 0.9906700593723494,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9923664122137404,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9923664122137404,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9940627650551315,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9953350296861747,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9953350296861747,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9970313825275657,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9970313825275657,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9978795589482612,
      "recall": 0.0013054830287206266
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9978795589482612,
      "recall": 0.0013054830287206266
     },
     {
      "P1": 0.96670001745224,
      "closed": 1.0,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 272.0,
    "AUC_p1": 0.5731258967001435
   },
   "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": 140.0,
    "b": 176.0,
    "c": 132.0,
    "d": 275.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.5147058823529411,
    "POFD": 0.3902439024390244,
    "FAR": 0.5569620253164557,
    "FBI": 1.161764705882353,
    "CSI": 0.3125,
    "SEDI": 0.17894309090276314
   },
   "one_stage": {
    "a": 19.0,
    "b": 14.0,
    "c": 253.0,
    "d": 437.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.06985294117647059,
    "POFD": 0.031042128603104215,
    "FAR": 0.42424242424242425,
    "FBI": 0.1213235294117647,
    "CSI": 0.06643356643356643,
    "SEDI": 0.13657640622544773
   },
   "AUC_p1": 0.5731258967001435
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5971162001696353,
      "recall": 0.3838120104438642
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5971162001696353,
      "recall": 0.3838120104438642
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6603053435114503,
      "recall": 0.3224543080939948
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7273112807463953,
      "recall": 0.25718015665796345
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7273112807463953,
      "recall": 0.25718015665796345
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7561492790500424,
      "recall": 0.2349869451697128
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7896522476675149,
      "recall": 0.21148825065274152
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7896522476675149,
      "recall": 0.21148825065274152
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.804919423240034,
      "recall": 0.1919060052219321
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8223070398642918,
      "recall": 0.17362924281984335
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8223070398642918,
      "recall": 0.17362924281984335
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8324851569126378,
      "recall": 0.16840731070496084
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8464800678541137,
      "recall": 0.15274151436031333
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8464800678541137,
      "recall": 0.15274151436031333
     },
     {
      "P1": 0.25,
      "closed": 0.85284139100933,
      "recall": 0.1475195822454308
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8672603901611535,
      "recall": 0.1279373368146214
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8672603901611535,
      "recall": 0.1279373368146214
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8723494486853265,
      "recall": 0.1227154046997389
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8846480067854113,
      "recall": 0.10966057441253264
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8846480067854113,
      "recall": 0.10966057441253264
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8876166242578456,
      "recall": 0.10443864229765012
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8982188295165394,
      "recall": 0.09530026109660575
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8982188295165394,
      "recall": 0.09530026109660575
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.904156064461408,
      "recall": 0.08877284595300261
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9164546225614928,
      "recall": 0.07702349869451697
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9164546225614928,
      "recall": 0.07702349869451697
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9189991518235793,
      "recall": 0.0731070496083551
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9312977099236641,
      "recall": 0.057441253263707574
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9312977099236641,
      "recall": 0.057441253263707574
     },
     {
      "P1": 0.5,
      "closed": 0.9351145038167938,
      "recall": 0.05483028720626632
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9448685326547922,
      "recall": 0.04177545691906005
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9448685326547922,
      "recall": 0.04177545691906005
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9491094147582697,
      "recall": 0.03524804177545692
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9558948261238338,
      "recall": 0.02741514360313316
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9558948261238338,
      "recall": 0.02741514360313316
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9580152671755725,
      "recall": 0.024804177545691905
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9635284139100933,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9635284139100933,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9652247667514843,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9711620016963528,
      "recall": 0.018276762402088774
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9711620016963528,
      "recall": 0.018276762402088774
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9741306191687871,
      "recall": 0.016971279373368148
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9796437659033079,
      "recall": 0.014360313315926894
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9796437659033079,
      "recall": 0.014360313315926894
     },
     {
      "P1": 0.75,
      "closed": 0.9821882951653944,
      "recall": 0.013054830287206266
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9843087362171332,
      "recall": 0.01174934725848564
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9843087362171332,
      "recall": 0.01174934725848564
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9860050890585241,
      "recall": 0.01174934725848564
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.989821882951654,
      "recall": 0.010443864229765013
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.989821882951654,
      "recall": 0.010443864229765013
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.991518235793045,
      "recall": 0.007832898172323759
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9944868532654793,
      "recall": 0.006527415143603133
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9944868532654793,
      "recall": 0.006527415143603133
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9953350296861747,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9970313825275657,
      "recall": 0.0039164490861618795
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9970313825275657,
      "recall": 0.0039164490861618795
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.96670001745224,
      "closed": 1.0,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 272.0,
    "AUC_p1": 0.5445863766792748
   },
   "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": 127.0,
    "b": 164.0,
    "c": 145.0,
    "d": 287.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.46691176470588236,
    "POFD": 0.36363636363636365,
    "FAR": 0.563573883161512,
    "FBI": 1.0698529411764706,
    "CSI": 0.29128440366972475,
    "SEDI": 0.14962467841348134
   },
   "one_stage": {
    "a": 15.0,
    "b": 16.0,
    "c": 257.0,
    "d": 435.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.05514705882352941,
    "POFD": 0.03547671840354767,
    "FAR": 0.5161290322580645,
    "FBI": 0.11397058823529412,
    "CSI": 0.052083333333333336,
    "SEDI": 0.07294937144398751
   },
   "AUC_p1": 0.5445863766792748
  }
 },
 "_meta": {
  "ipoint": 2,
  "point": 403,
  "region": 1,
  "lat": 21.25,
  "lon": 104.5,
  "track": "sd",
  "NMEMBER": 60,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}