{
 "W1": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "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": 0.3519932145886344,
      "recall": 0.8302972195589645
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.3519932145886344,
      "recall": 0.8302972195589645
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.39058524173027986,
      "recall": 0.7948226270373921
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.4389312977099237,
      "recall": 0.7651006711409396
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.4389312977099237,
      "recall": 0.7651006711409396
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.4533502968617472,
      "recall": 0.7555129434324065
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.4847328244274809,
      "recall": 0.7363374880153404
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.4847328244274809,
      "recall": 0.7363374880153404
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.4974554707379135,
      "recall": 0.7209971236816874
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5161153519932146,
      "recall": 0.7066155321188878
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5161153519932146,
      "recall": 0.7066155321188878
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5229007633587786,
      "recall": 0.7018216682646213
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.5364715860899067,
      "recall": 0.6903163950143816
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.5364715860899067,
      "recall": 0.6903163950143816
     },
     {
      "P1": 0.25,
      "closed": 0.5441051738761662,
      "recall": 0.6826462128475551
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5525869380831213,
      "recall": 0.6749760306807286
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5525869380831213,
      "recall": 0.6749760306807286
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.5581000848176421,
      "recall": 0.6711409395973155
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.5670059372349449,
      "recall": 0.6644295302013423
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.5670059372349449,
      "recall": 0.6644295302013423
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.5729431721798134,
      "recall": 0.6567593480345159
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.5818490245971162,
      "recall": 0.6481303930968361
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.5818490245971162,
      "recall": 0.6481303930968361
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.5860899067005938,
      "recall": 0.6442953020134228
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.5937234944868532,
      "recall": 0.6404602109300096
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.5937234944868532,
      "recall": 0.6404602109300096
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.597540288379983,
      "recall": 0.6356663470757431
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6043256997455471,
      "recall": 0.6289549376797698
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6043256997455471,
      "recall": 0.6289549376797698
     },
     {
      "P1": 0.5,
      "closed": 0.6064461407972859,
      "recall": 0.6270373921380633
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.621713316369805,
      "recall": 0.6078619367209971
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.621713316369805,
      "recall": 0.6078619367209971
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6242578456318915,
      "recall": 0.6059443911792906
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6314673452078032,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6314673452078032,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6361323155216285,
      "recall": 0.5934803451581975
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6467345207803223,
      "recall": 0.5819750719079578
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6467345207803223,
      "recall": 0.5819750719079578
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6505513146734521,
      "recall": 0.5810162991371045
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6620016963528415,
      "recall": 0.5685522531160115
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6620016963528415,
      "recall": 0.5685522531160115
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6653944020356234,
      "recall": 0.5647171620325983
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.6755725190839694,
      "recall": 0.551294343240652
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.6755725190839694,
      "recall": 0.551294343240652
     },
     {
      "P1": 0.75,
      "closed": 0.6793893129770993,
      "recall": 0.5465004793863855
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.6925360474978796,
      "recall": 0.5302013422818792
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.6925360474978796,
      "recall": 0.5302013422818792
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.6988973706530959,
      "recall": 0.5234899328859061
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.7124681933842238,
      "recall": 0.5100671140939598
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.7124681933842238,
      "recall": 0.5100671140939598
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.7175572519083969,
      "recall": 0.5033557046979866
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7336726039016115,
      "recall": 0.48609779482262705
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7336726039016115,
      "recall": 0.48609779482262705
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7468193384223918,
      "recall": 0.4650047938638543
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.7760814249363868,
      "recall": 0.4276126558005753
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.7760814249363868,
      "recall": 0.4276126558005753
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7892281594571671,
      "recall": 0.4074784276126558
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8363019508057676,
      "recall": 0.32502396931927136
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8363019508057676,
      "recall": 0.32502396931927136
     },
     {
      "P1": 1.0,
      "closed": 0.8685326547921968,
      "recall": 0.26462128475551294
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 360.0,
    "AUC_p1": 0.86386975818794
   },
   "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": 0.15000000596046448
   },
   "final": {
    "a": 313.0,
    "b": 106.0,
    "c": 47.0,
    "d": 257.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.8694444444444445,
    "POFD": 0.29201101928374656,
    "FAR": 0.2529832935560859,
    "FBI": 1.163888888888889,
    "CSI": 0.6716738197424893,
    "SEDI": 0.7413600842535456
   },
   "one_stage": {
    "a": 264.0,
    "b": 56.0,
    "c": 96.0,
    "d": 307.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.7333333333333333,
    "POFD": 0.15426997245179064,
    "FAR": 0.175,
    "FBI": 0.8888888888888888,
    "CSI": 0.6346153846153846,
    "SEDI": 0.739562327132372
   },
   "AUC_p1": 0.86386975818794
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.38210347752332485,
      "recall": 0.7938638542665388
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.38210347752332485,
      "recall": 0.7938638542665388
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.4033078880407125,
      "recall": 0.7861936720997124
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.44529262086514,
      "recall": 0.7526366251198466
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.44529262086514,
      "recall": 0.7526366251198466
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.4580152671755725,
      "recall": 0.7440076701821668
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.47879558948261236,
      "recall": 0.725790987535954
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.47879558948261236,
      "recall": 0.725790987535954
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.4889737065309584,
      "recall": 0.7171620325982742
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5021204410517388,
      "recall": 0.7056567593480345
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5021204410517388,
      "recall": 0.7056567593480345
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5076335877862596,
      "recall": 0.700862895493768
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.51696352841391,
      "recall": 0.6960690316395014
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.51696352841391,
      "recall": 0.6960690316395014
     },
     {
      "P1": 0.25,
      "closed": 0.5233248515691264,
      "recall": 0.6912751677852349
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.5322307039864291,
      "recall": 0.6845637583892618
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.5322307039864291,
      "recall": 0.6845637583892618
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.5343511450381679,
      "recall": 0.6826462128475551
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.547921967769296,
      "recall": 0.6701821668264621
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.547921967769296,
      "recall": 0.6701821668264621
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.551314673452078,
      "recall": 0.6663470757430489
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.5581000848176421,
      "recall": 0.660594439117929
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.5581000848176421,
      "recall": 0.660594439117929
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.5623409669211196,
      "recall": 0.6538830297219559
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.5720949957591179,
      "recall": 0.6452540747842761
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.5720949957591179,
      "recall": 0.6452540747842761
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.5793044953350297,
      "recall": 0.6375838926174496
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.5894826123833757,
      "recall": 0.6308724832214765
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.5894826123833757,
      "recall": 0.6308724832214765
     },
     {
      "P1": 0.5,
      "closed": 0.5937234944868532,
      "recall": 0.6270373921380633
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.5996607294317218,
      "recall": 0.6193672099712368
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.5996607294317218,
      "recall": 0.6193672099712368
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6055979643765903,
      "recall": 0.6184084372003835
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6123833757421544,
      "recall": 0.6116970278044104
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6123833757421544,
      "recall": 0.6116970278044104
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6166242578456319,
      "recall": 0.6059443911792906
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.6251060220525869,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.6251060220525869,
      "recall": 0.5973154362416108
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.6276505513146735,
      "recall": 0.5934803451581975
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.6348600508905853,
      "recall": 0.5867689357622243
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.6348600508905853,
      "recall": 0.5867689357622243
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.6395250212044106,
      "recall": 0.5829338446788112
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.6475826972010178,
      "recall": 0.573346116970278
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.6475826972010178,
      "recall": 0.573346116970278
     },
     {
      "P1": 0.75,
      "closed": 0.6513994910941476,
      "recall": 0.5685522531160115
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.6611535199321459,
      "recall": 0.5551294343240653
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.6611535199321459,
      "recall": 0.5551294343240653
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.6653944020356234,
      "recall": 0.5503355704697986
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.676420695504665,
      "recall": 0.5417066155321189
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.676420695504665,
      "recall": 0.5417066155321189
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.6861747243426632,
      "recall": 0.5330776605944392
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.6963528413910094,
      "recall": 0.5196548418024928
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.6963528413910094,
      "recall": 0.5196548418024928
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7065309584393553,
      "recall": 0.5071907957813998
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.734520780322307,
      "recall": 0.47555129434324067
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.734520780322307,
      "recall": 0.47555129434324067
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.7442748091603053,
      "recall": 0.4650047938638543
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.775657336726039,
      "recall": 0.4247363374880153
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.775657336726039,
      "recall": 0.4247363374880153
     },
     {
      "P1": 1.0,
      "closed": 0.8057675996607294,
      "recall": 0.37583892617449666
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 360.0,
    "AUC_p1": 0.8318717477808387
   },
   "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": 0.06669999659061432
   },
   "final": {
    "a": 312.0,
    "b": 142.0,
    "c": 48.0,
    "d": 221.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.8666666666666667,
    "POFD": 0.39118457300275483,
    "FAR": 0.31277533039647576,
    "FBI": 1.261111111111111,
    "CSI": 0.6215139442231076,
    "SEDI": 0.6441007249588326
   },
   "one_stage": {
    "a": 262.0,
    "b": 74.0,
    "c": 98.0,
    "d": 289.0,
    "n": 723.0,
    "base": 0.4979253112033195,
    "POD": 0.7277777777777777,
    "POFD": 0.20385674931129477,
    "FAR": 0.22023809523809523,
    "FBI": 0.9333333333333333,
    "CSI": 0.6036866359447005,
    "SEDI": 0.6824542701942914
   },
   "AUC_p1": 0.8318717477808387
  }
 },
 "W2": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "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": 0.5483460559796438,
      "recall": 0.5455764075067024
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5483460559796438,
      "recall": 0.5455764075067024
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.597540288379983,
      "recall": 0.5013404825737265
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6666666666666667,
      "recall": 0.435656836461126
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6666666666666667,
      "recall": 0.435656836461126
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.6891433418150976,
      "recall": 0.41420911528150134
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7324003392705682,
      "recall": 0.3699731903485255
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7324003392705682,
      "recall": 0.3699731903485255
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7548770144189991,
      "recall": 0.339142091152815
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7824427480916031,
      "recall": 0.30563002680965146
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7824427480916031,
      "recall": 0.30563002680965146
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7964376590330788,
      "recall": 0.2935656836461126
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8176420695504665,
      "recall": 0.27211796246648795
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8176420695504665,
      "recall": 0.27211796246648795
     },
     {
      "P1": 0.25,
      "closed": 0.825275657336726,
      "recall": 0.2613941018766756
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8384223918575063,
      "recall": 0.2453083109919571
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8384223918575063,
      "recall": 0.2453083109919571
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8456318914334182,
      "recall": 0.2359249329758713
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8566581849024597,
      "recall": 0.22117962466487937
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8566581849024597,
      "recall": 0.22117962466487937
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8600508905852418,
      "recall": 0.2131367292225201
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8719253604749788,
      "recall": 0.19168900804289543
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8719253604749788,
      "recall": 0.19168900804289543
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8753180661577609,
      "recall": 0.1863270777479893
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8795589482612384,
      "recall": 0.1836461126005362
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8795589482612384,
      "recall": 0.1836461126005362
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8863443596268024,
      "recall": 0.17560321715817695
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8982188295165394,
      "recall": 0.15683646112600536
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8982188295165394,
      "recall": 0.15683646112600536
     },
     {
      "P1": 0.5,
      "closed": 0.9016115351993215,
      "recall": 0.15415549597855227
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9122137404580153,
      "recall": 0.13672922252010725
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9122137404580153,
      "recall": 0.13672922252010725
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9139100932994063,
      "recall": 0.1353887399463807
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9228159457167091,
      "recall": 0.1260053619302949
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9228159457167091,
      "recall": 0.1260053619302949
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9270568278201866,
      "recall": 0.11662198391420911
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9342663273960984,
      "recall": 0.1032171581769437
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9342663273960984,
      "recall": 0.1032171581769437
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9380831212892282,
      "recall": 0.09651474530831099
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9461407972858354,
      "recall": 0.08042895442359249
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9461407972858354,
      "recall": 0.08042895442359249
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9474130619168787,
      "recall": 0.07908847184986595
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9508057675996607,
      "recall": 0.07238605898123325
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9508057675996607,
      "recall": 0.07238605898123325
     },
     {
      "P1": 0.75,
      "closed": 0.9525021204410518,
      "recall": 0.06970509383378017
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9567430025445293,
      "recall": 0.06702412868632708
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9567430025445293,
      "recall": 0.06702412868632708
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9580152671755725,
      "recall": 0.06300268096514745
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.96225614927905,
      "recall": 0.057640750670241284
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.96225614927905,
      "recall": 0.057640750670241284
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9648006785411366,
      "recall": 0.05361930294906166
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9686174724342663,
      "recall": 0.04691689008042895
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9686174724342663,
      "recall": 0.04691689008042895
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9703138252756573,
      "recall": 0.04289544235924933
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9766751484308737,
      "recall": 0.03485254691689008
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9766751484308737,
      "recall": 0.03485254691689008
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9809160305343512,
      "recall": 0.032171581769437
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9877014418999152,
      "recall": 0.02546916890080429
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9877014418999152,
      "recall": 0.02546916890080429
     },
     {
      "P1": 1.0,
      "closed": 0.9919423240033927,
      "recall": 0.0160857908847185
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.6133624289668048
   },
   "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": 159.0,
    "b": 178.0,
    "c": 110.0,
    "d": 276.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.5910780669144982,
    "POFD": 0.3920704845814978,
    "FAR": 0.5281899109792285,
    "FBI": 1.2527881040892193,
    "CSI": 0.35570469798657717,
    "SEDI": 0.282770683402768
   },
   "one_stage": {
    "a": 45.0,
    "b": 37.0,
    "c": 224.0,
    "d": 417.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.16728624535315986,
    "POFD": 0.08149779735682819,
    "FAR": 0.45121951219512196,
    "FBI": 0.3048327137546468,
    "CSI": 0.14705882352941177,
    "SEDI": 0.17907740997591673
   },
   "AUC_p1": 0.6133624289668048
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6081424936386768,
      "recall": 0.5134048257372654
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6081424936386768,
      "recall": 0.5134048257372654
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6501272264631044,
      "recall": 0.46648793565683644
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6967769296013571,
      "recall": 0.4168900804289544
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6967769296013571,
      "recall": 0.4168900804289544
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7128922815945717,
      "recall": 0.4008042895442359
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7413061916878712,
      "recall": 0.3646112600536193
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7413061916878712,
      "recall": 0.3646112600536193
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7514843087362171,
      "recall": 0.353887399463807
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7735368956743003,
      "recall": 0.32707774798927614
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7735368956743003,
      "recall": 0.32707774798927614
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7786259541984732,
      "recall": 0.31769436997319034
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.7930449533502969,
      "recall": 0.30160857908847183
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.7930449533502969,
      "recall": 0.30160857908847183
     },
     {
      "P1": 0.25,
      "closed": 0.7972858354537744,
      "recall": 0.29624664879356566
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.806615776081425,
      "recall": 0.2801608579088472
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.806615776081425,
      "recall": 0.2801608579088472
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.811704834605598,
      "recall": 0.27211796246648795
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8197625106022053,
      "recall": 0.2640750670241287
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8197625106022053,
      "recall": 0.2640750670241287
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8244274809160306,
      "recall": 0.26005361930294907
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8316369804919423,
      "recall": 0.2520107238605898
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8316369804919423,
      "recall": 0.2520107238605898
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8346055979643766,
      "recall": 0.24664879356568364
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8422391857506362,
      "recall": 0.2386058981233244
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8422391857506362,
      "recall": 0.2386058981233244
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8447837150127226,
      "recall": 0.23190348525469168
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.851145038167939,
      "recall": 0.21983914209115282
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.851145038167939,
      "recall": 0.21983914209115282
     },
     {
      "P1": 0.5,
      "closed": 0.8558100084817641,
      "recall": 0.2131367292225201
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.863019508057676,
      "recall": 0.20241286863270777
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.863019508057676,
      "recall": 0.20241286863270777
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.8659881255301103,
      "recall": 0.1970509383378016
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.8731976251060221,
      "recall": 0.1903485254691689
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.8731976251060221,
      "recall": 0.1903485254691689
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.8765903307888041,
      "recall": 0.18498659517426275
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.8837998303647159,
      "recall": 0.17560321715817695
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.8837998303647159,
      "recall": 0.17560321715817695
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.8876166242578456,
      "recall": 0.17292225201072386
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.8944020356234097,
      "recall": 0.16219839142091153
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.8944020356234097,
      "recall": 0.16219839142091153
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9003392705682782,
      "recall": 0.1554959785522788
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.905852417302799,
      "recall": 0.15281501340482573
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.905852417302799,
      "recall": 0.15281501340482573
     },
     {
      "P1": 0.75,
      "closed": 0.9088210347752332,
      "recall": 0.15013404825737264
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9147582697201018,
      "recall": 0.14343163538873996
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9147582697201018,
      "recall": 0.14343163538873996
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.916030534351145,
      "recall": 0.14075067024128687
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9245122985581001,
      "recall": 0.12734584450402145
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9245122985581001,
      "recall": 0.12734584450402145
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9291772688719253,
      "recall": 0.11796246648793565
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9355385920271416,
      "recall": 0.10455764075067024
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9355385920271416,
      "recall": 0.10455764075067024
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9406276505513147,
      "recall": 0.0938337801608579
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9478371501272265,
      "recall": 0.0777479892761394
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9478371501272265,
      "recall": 0.0777479892761394
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9529262086513995,
      "recall": 0.06970509383378017
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.963952502120441,
      "recall": 0.054959785522788206
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.963952502120441,
      "recall": 0.054959785522788206
     },
     {
      "P1": 1.0,
      "closed": 0.9754028837998303,
      "recall": 0.04155495978552279
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.6115691990239589
   },
   "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": 147.0,
    "b": 169.0,
    "c": 122.0,
    "d": 285.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.5464684014869888,
    "POFD": 0.3722466960352423,
    "FAR": 0.5348101265822784,
    "FBI": 1.174721189591078,
    "CSI": 0.3356164383561644,
    "SEDI": 0.24887955382565677
   },
   "one_stage": {
    "a": 50.0,
    "b": 51.0,
    "c": 219.0,
    "d": 403.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.18587360594795538,
    "POFD": 0.11233480176211454,
    "FAR": 0.504950495049505,
    "FBI": 0.3754646840148699,
    "CSI": 0.15625,
    "SEDI": 0.14070003365102784
   },
   "AUC_p1": 0.6115691990239589
  }
 },
 "W3": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "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": 0.5687022900763359,
      "recall": 0.456
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5687022900763359,
      "recall": 0.456
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6251060220525869,
      "recall": 0.404
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6921119592875318,
      "recall": 0.33066666666666666
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6921119592875318,
      "recall": 0.33066666666666666
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7175572519083969,
      "recall": 0.2986666666666667
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7599660729431722,
      "recall": 0.244
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7599660729431722,
      "recall": 0.244
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.775657336726039,
      "recall": 0.224
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8095843935538591,
      "recall": 0.19333333333333333
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8095843935538591,
      "recall": 0.19333333333333333
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.825275657336726,
      "recall": 0.17733333333333334
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8418150975402884,
      "recall": 0.15466666666666667
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8418150975402884,
      "recall": 0.15466666666666667
     },
     {
      "P1": 0.25,
      "closed": 0.85284139100933,
      "recall": 0.148
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8689567430025446,
      "recall": 0.13466666666666666
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8689567430025446,
      "recall": 0.13466666666666666
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8740458015267176,
      "recall": 0.132
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8880407124681934,
      "recall": 0.112
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8880407124681934,
      "recall": 0.112
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8948261238337574,
      "recall": 0.10533333333333333
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9054283290924512,
      "recall": 0.09733333333333333
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9054283290924512,
      "recall": 0.09733333333333333
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9105173876166243,
      "recall": 0.088
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9219677692960135,
      "recall": 0.07866666666666666
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9219677692960135,
      "recall": 0.07866666666666666
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9304495335029687,
      "recall": 0.07066666666666667
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9410517387616624,
      "recall": 0.06
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9410517387616624,
      "recall": 0.06
     },
     {
      "P1": 0.5,
      "closed": 0.9474130619168787,
      "recall": 0.05466666666666667
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9558948261238338,
      "recall": 0.04666666666666667
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9558948261238338,
      "recall": 0.04666666666666667
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9580152671755725,
      "recall": 0.04666666666666667
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9652247667514843,
      "recall": 0.036
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9652247667514843,
      "recall": 0.036
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9669211195928753,
      "recall": 0.032
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9715860899067006,
      "recall": 0.029333333333333333
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9715860899067006,
      "recall": 0.029333333333333333
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9741306191687871,
      "recall": 0.02666666666666667
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9770992366412213,
      "recall": 0.02266666666666667
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9779474130619169,
      "recall": 0.02266666666666667
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9821882951653944,
      "recall": 0.018666666666666668
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9821882951653944,
      "recall": 0.018666666666666668
     },
     {
      "P1": 0.75,
      "closed": 0.9834605597964376,
      "recall": 0.016
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9864291772688719,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9864291772688719,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9868532654792197,
      "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": 0.9902459711620017,
      "recall": 0.010666666666666666
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9936386768447837,
      "recall": 0.006666666666666667
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9936386768447837,
      "recall": 0.006666666666666667
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.996607294317218,
      "recall": 0.004
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.996607294317218,
      "recall": 0.004
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9970313825275657,
      "recall": 0.004
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.998303647158609,
      "recall": 0.0013333333333333333
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.998303647158609,
      "recall": 0.0013333333333333333
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0013333333333333333
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.5845520200448717
   },
   "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": 143.0,
    "b": 185.0,
    "c": 126.0,
    "d": 269.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.5315985130111525,
    "POFD": 0.40748898678414097,
    "FAR": 0.5640243902439024,
    "FBI": 1.2193308550185873,
    "CSI": 0.31497797356828194,
    "SEDI": 0.17817247855493934
   },
   "one_stage": {
    "a": 32.0,
    "b": 20.0,
    "c": 237.0,
    "d": 434.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.11895910780669144,
    "POFD": 0.04405286343612335,
    "FAR": 0.38461538461538464,
    "FBI": 0.19330855018587362,
    "CSI": 0.11072664359861592,
    "SEDI": 0.19822593399765223
   },
   "AUC_p1": 0.5845520200448717
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6119592875318066,
      "recall": 0.43866666666666665
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6119592875318066,
      "recall": 0.43866666666666665
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6607294317217982,
      "recall": 0.38533333333333336
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7213740458015268,
      "recall": 0.31066666666666665
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7213740458015268,
      "recall": 0.31066666666666665
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7417302798982188,
      "recall": 0.2773333333333333
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.772264631043257,
      "recall": 0.23866666666666667
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.772264631043257,
      "recall": 0.23866666666666667
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7845631891433418,
      "recall": 0.22133333333333333
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8044953350296862,
      "recall": 0.19733333333333333
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8044953350296862,
      "recall": 0.19733333333333333
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8129770992366412,
      "recall": 0.19333333333333333
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8256997455470738,
      "recall": 0.17333333333333334
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8256997455470738,
      "recall": 0.17333333333333334
     },
     {
      "P1": 0.25,
      "closed": 0.8299406276505513,
      "recall": 0.168
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8405428329092451,
      "recall": 0.15333333333333332
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8405428329092451,
      "recall": 0.15333333333333332
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8447837150127226,
      "recall": 0.14933333333333335
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8541136556403732,
      "recall": 0.13733333333333334
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8541136556403732,
      "recall": 0.13733333333333334
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8575063613231553,
      "recall": 0.13466666666666666
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8676844783715013,
      "recall": 0.12933333333333333
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8676844783715013,
      "recall": 0.12933333333333333
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8744698897370653,
      "recall": 0.12133333333333333
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8825275657336726,
      "recall": 0.11866666666666667
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8825275657336726,
      "recall": 0.11866666666666667
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8854961832061069,
      "recall": 0.11333333333333333
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8939779474130619,
      "recall": 0.104
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8939779474130619,
      "recall": 0.104
     },
     {
      "P1": 0.5,
      "closed": 0.9011874469889737,
      "recall": 0.096
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9105173876166243,
      "recall": 0.08266666666666667
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9105173876166243,
      "recall": 0.08266666666666667
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9139100932994063,
      "recall": 0.07733333333333334
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9257845631891434,
      "recall": 0.07066666666666667
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9257845631891434,
      "recall": 0.07066666666666667
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9308736217133163,
      "recall": 0.06666666666666667
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9389312977099237,
      "recall": 0.058666666666666666
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9389312977099237,
      "recall": 0.058666666666666666
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9418999151823579,
      "recall": 0.05333333333333334
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9478371501272265,
      "recall": 0.04533333333333334
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9478371501272265,
      "recall": 0.04533333333333334
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.950381679389313,
      "recall": 0.044
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9550466497031382,
      "recall": 0.037333333333333336
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9550466497031382,
      "recall": 0.037333333333333336
     },
     {
      "P1": 0.75,
      "closed": 0.957167090754877,
      "recall": 0.037333333333333336
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9601357082273113,
      "recall": 0.036
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9601357082273113,
      "recall": 0.036
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9626802374893978,
      "recall": 0.034666666666666665
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9686174724342663,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9686174724342663,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9703138252756573,
      "recall": 0.025333333333333333
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9749787955894826,
      "recall": 0.021333333333333333
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9749787955894826,
      "recall": 0.021333333333333333
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9775233248515691,
      "recall": 0.018666666666666668
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9813401187446988,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9813401187446988,
      "recall": 0.014666666666666666
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9855810008481765,
      "recall": 0.008
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9927905004240882,
      "recall": 0.004
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9927905004240882,
      "recall": 0.004
     },
     {
      "P1": 1.0,
      "closed": 0.9949109414758269,
      "recall": 0.004
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 269.0,
    "AUC_p1": 0.5562492835268493
   },
   "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": 124.0,
    "b": 166.0,
    "c": 145.0,
    "d": 288.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.46096654275092935,
    "POFD": 0.3656387665198238,
    "FAR": 0.5724137931034483,
    "FBI": 1.0780669144981412,
    "CSI": 0.2850574712643678,
    "SEDI": 0.13825101893907965
   },
   "one_stage": {
    "a": 31.0,
    "b": 33.0,
    "c": 238.0,
    "d": 421.0,
    "n": 723.0,
    "base": 0.37206085753803597,
    "POD": 0.11524163568773234,
    "POFD": 0.07268722466960352,
    "FAR": 0.515625,
    "FBI": 0.2379182156133829,
    "CSI": 0.10264900662251655,
    "SEDI": 0.101971783783844
   },
   "AUC_p1": 0.5562492835268493
  }
 },
 "W4": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "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": 0.5114503816793894,
      "recall": 0.5032509752925878
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5114503816793894,
      "recall": 0.5032509752925878
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.5691263782866836,
      "recall": 0.45123537061118335
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6484308736217133,
      "recall": 0.3719115734720416
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6484308736217133,
      "recall": 0.3719115734720416
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.6789652247667515,
      "recall": 0.3368010403120936
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7340966921119593,
      "recall": 0.2847854356306892
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7340966921119593,
      "recall": 0.2847854356306892
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7553011026293469,
      "recall": 0.26397919375812745
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7862595419847328,
      "recall": 0.23146944083224968
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7862595419847328,
      "recall": 0.23146944083224968
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7994062765055132,
      "recall": 0.21976592977893367
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.821882951653944,
      "recall": 0.20546163849154747
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.821882951653944,
      "recall": 0.20546163849154747
     },
     {
      "P1": 0.25,
      "closed": 0.8303647158608991,
      "recall": 0.19505851755526657
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8473282442748091,
      "recall": 0.17685305591677503
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8473282442748091,
      "recall": 0.17685305591677503
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8553859202714165,
      "recall": 0.16775032509752927
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8744698897370653,
      "recall": 0.1482444733420026
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8744698897370653,
      "recall": 0.1482444733420026
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8816793893129771,
      "recall": 0.14174252275682706
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.897370653095844,
      "recall": 0.12483745123537061
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.897370653095844,
      "recall": 0.12483745123537061
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9037319762510603,
      "recall": 0.11703511053315994
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9147582697201018,
      "recall": 0.10013003901170352
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9147582697201018,
      "recall": 0.10013003901170352
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9202714164546225,
      "recall": 0.09232769830949285
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9279050042408821,
      "recall": 0.08062418725617686
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9279050042408821,
      "recall": 0.08062418725617686
     },
     {
      "P1": 0.5,
      "closed": 0.9308736217133163,
      "recall": 0.0754226267880364
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9410517387616624,
      "recall": 0.06501950585175553
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9410517387616624,
      "recall": 0.06501950585175553
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9457167090754877,
      "recall": 0.05721716514954486
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9575911789652247,
      "recall": 0.045513654096228866
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9575911789652247,
      "recall": 0.045513654096228866
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9614079728583546,
      "recall": 0.04291287386215865
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9669211195928753,
      "recall": 0.0377113133940182
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9669211195928753,
      "recall": 0.0377113133940182
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9703138252756573,
      "recall": 0.036410923276983094
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9745547073791349,
      "recall": 0.031209362808842653
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9745547073791349,
      "recall": 0.031209362808842653
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9762510602205259,
      "recall": 0.02860858257477243
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9804919423240034,
      "recall": 0.02340702210663199
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9804919423240034,
      "recall": 0.02340702210663199
     },
     {
      "P1": 0.75,
      "closed": 0.9830364715860899,
      "recall": 0.01950585175552666
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9864291772688719,
      "recall": 0.015604681404421327
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9864291772688719,
      "recall": 0.015604681404421327
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9881255301102629,
      "recall": 0.013003901170351105
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.991518235793045,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.991518235793045,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.993214588634436,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9953350296861747,
      "recall": 0.006501950585175552
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9953350296861747,
      "recall": 0.006501950585175552
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9961832061068703,
      "recall": 0.006501950585175552
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9978795589482612,
      "recall": 0.0039011703511053317
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9978795589482612,
      "recall": 0.0039011703511053317
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9991518235793045,
      "recall": 0.0013003901170351106
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9991518235793045,
      "recall": 0.0013003901170351106
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 265.0,
    "AUC_p1": 0.5624783719205735
   },
   "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": 135.0,
    "c": 163.0,
    "d": 323.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.3849056603773585,
    "POFD": 0.29475982532751094,
    "FAR": 0.569620253164557,
    "FBI": 0.8943396226415095,
    "CSI": 0.255,
    "SEDI": 0.13401751194644218
   },
   "one_stage": {
    "a": 23.0,
    "b": 22.0,
    "c": 242.0,
    "d": 436.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.08679245283018867,
    "POFD": 0.048034934497816595,
    "FAR": 0.4888888888888889,
    "FBI": 0.16981132075471697,
    "CSI": 0.08013937282229965,
    "SEDI": 0.11265962835659127
   },
   "AUC_p1": 0.5624783719205735
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5750636132315521,
      "recall": 0.43693107932379716
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5750636132315521,
      "recall": 0.43693107932379716
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6246819338422391,
      "recall": 0.38751625487646296
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6912637828668363,
      "recall": 0.31209362808842656
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6912637828668363,
      "recall": 0.31209362808842656
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7179813401187447,
      "recall": 0.27828348504551365
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7574215436810856,
      "recall": 0.22756827048114434
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7574215436810856,
      "recall": 0.22756827048114434
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7701441899915182,
      "recall": 0.21196358907672302
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.7909245122985581,
      "recall": 0.19115734720416125
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.7909245122985581,
      "recall": 0.19115734720416125
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.7998303647158609,
      "recall": 0.18205461638491546
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8155216284987277,
      "recall": 0.16384915474642392
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8155216284987277,
      "recall": 0.16384915474642392
     },
     {
      "P1": 0.25,
      "closed": 0.8197625106022053,
      "recall": 0.15734720416124837
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8379983036471585,
      "recall": 0.13914174252275682
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8379983036471585,
      "recall": 0.13914174252275682
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8435114503816794,
      "recall": 0.1378413524057217
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8566581849024597,
      "recall": 0.13003901170351106
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8566581849024597,
      "recall": 0.13003901170351106
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.861323155216285,
      "recall": 0.12613784135240572
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8719253604749788,
      "recall": 0.11573472041612484
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8719253604749788,
      "recall": 0.11573472041612484
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8770144189991518,
      "recall": 0.11313394018205461
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8821034775233249,
      "recall": 0.10533159947984395
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8821034775233249,
      "recall": 0.10533159947984395
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8888888888888888,
      "recall": 0.10013003901170352
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8965224766751484,
      "recall": 0.09362808842652796
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8965224766751484,
      "recall": 0.09362808842652796
     },
     {
      "P1": 0.5,
      "closed": 0.8994910941475827,
      "recall": 0.08972691807542263
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9134860050890585,
      "recall": 0.08322496749024708
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9134860050890585,
      "recall": 0.08322496749024708
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9228159457167091,
      "recall": 0.07282184655396619
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9338422391857506,
      "recall": 0.0611183355006502
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9338422391857506,
      "recall": 0.0611183355006502
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9376590330788804,
      "recall": 0.055916775032509754
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9461407972858354,
      "recall": 0.0494148244473342
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9461407972858354,
      "recall": 0.0494148244473342
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9495335029686175,
      "recall": 0.04291287386215865
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9567430025445293,
      "recall": 0.032509752925877766
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9567430025445293,
      "recall": 0.032509752925877766
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9588634435962681,
      "recall": 0.031209362808842653
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.96225614927905,
      "recall": 0.027308192457737322
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.96225614927905,
      "recall": 0.027308192457737322
     },
     {
      "P1": 0.75,
      "closed": 0.9626802374893978,
      "recall": 0.027308192457737322
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9664970313825275,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9664970313825275,
      "recall": 0.0247074122236671
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9681933842239185,
      "recall": 0.02340702210663199
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9749787955894826,
      "recall": 0.022106631989596878
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9749787955894826,
      "recall": 0.022106631989596878
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9766751484308737,
      "recall": 0.02080624187256177
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9813401187446988,
      "recall": 0.016905071521456438
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9813401187446988,
      "recall": 0.016905071521456438
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9843087362171332,
      "recall": 0.016905071521456438
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9893977947413062,
      "recall": 0.011703511053315995
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9893977947413062,
      "recall": 0.011703511053315995
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9923664122137404,
      "recall": 0.007802340702210663
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.996607294317218,
      "recall": 0.002600780234070221
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.996607294317218,
      "recall": 0.002600780234070221
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 265.0,
    "AUC_p1": 0.5422262503089725
   },
   "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": 107.0,
    "b": 165.0,
    "c": 158.0,
    "d": 293.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.4037735849056604,
    "POFD": 0.36026200873362446,
    "FAR": 0.6066176470588235,
    "FBI": 1.0264150943396226,
    "CSI": 0.24883720930232558,
    "SEDI": 0.06379075937773897
   },
   "one_stage": {
    "a": 23.0,
    "b": 22.0,
    "c": 242.0,
    "d": 436.0,
    "n": 723.0,
    "base": 0.3665283540802213,
    "POD": 0.08679245283018867,
    "POFD": 0.048034934497816595,
    "FAR": 0.4888888888888889,
    "FBI": 0.16981132075471697,
    "CSI": 0.08013937282229965,
    "SEDI": 0.11265962835659127
   },
   "AUC_p1": 0.5422262503089725
  }
 },
 "W5": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "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": 0.563189143341815,
      "recall": 0.4727979274611399
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.563189143341815,
      "recall": 0.4727979274611399
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6212892281594571,
      "recall": 0.4183937823834197
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6840542832909244,
      "recall": 0.3471502590673575
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6840542832909244,
      "recall": 0.3471502590673575
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7052586938083121,
      "recall": 0.32512953367875647
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7531806615776081,
      "recall": 0.2759067357512953
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7531806615776081,
      "recall": 0.2759067357512953
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7697201017811705,
      "recall": 0.26295336787564766
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8015267175572519,
      "recall": 0.2266839378238342
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8015267175572519,
      "recall": 0.2266839378238342
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.811704834605598,
      "recall": 0.21761658031088082
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8375742154368109,
      "recall": 0.18523316062176165
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8375742154368109,
      "recall": 0.18523316062176165
     },
     {
      "P1": 0.25,
      "closed": 0.8456318914334182,
      "recall": 0.17616580310880828
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.863019508057676,
      "recall": 0.15284974093264247
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.863019508057676,
      "recall": 0.15284974093264247
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8702290076335878,
      "recall": 0.14378238341968913
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8842239185750637,
      "recall": 0.12823834196891193
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8842239185750637,
      "recall": 0.12823834196891193
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8901611535199322,
      "recall": 0.12564766839378239
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.905852417302799,
      "recall": 0.10621761658031088
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.905852417302799,
      "recall": 0.10621761658031088
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9151823579304496,
      "recall": 0.09455958549222798
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9270568278201866,
      "recall": 0.08290155440414508
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9270568278201866,
      "recall": 0.08290155440414508
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9325699745547074,
      "recall": 0.07642487046632124
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9427480916030534,
      "recall": 0.06606217616580311
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9427480916030534,
      "recall": 0.06606217616580311
     },
     {
      "P1": 0.5,
      "closed": 0.9461407972858354,
      "recall": 0.06217616580310881
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9541984732824428,
      "recall": 0.04922279792746114
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9541984732824428,
      "recall": 0.04922279792746114
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9567430025445293,
      "recall": 0.046632124352331605
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9643765903307888,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9643765903307888,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9656488549618321,
      "recall": 0.03756476683937824
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9711620016963528,
      "recall": 0.031088082901554404
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9711620016963528,
      "recall": 0.031088082901554404
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9728583545377438,
      "recall": 0.029792746113989636
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9770992366412213,
      "recall": 0.025906735751295335
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9770992366412213,
      "recall": 0.025906735751295335
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9804919423240034,
      "recall": 0.022020725388601035
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9838846480067854,
      "recall": 0.015544041450777202
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9838846480067854,
      "recall": 0.015544041450777202
     },
     {
      "P1": 0.75,
      "closed": 0.9843087362171332,
      "recall": 0.014248704663212436
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9868532654792197,
      "recall": 0.011658031088082901
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9868532654792197,
      "recall": 0.011658031088082901
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9877014418999152,
      "recall": 0.010362694300518135
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9910941475826972,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9910941475826972,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9919423240033927,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.993214588634436,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.993214588634436,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9940627650551315,
      "recall": 0.006476683937823834
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9953350296861747,
      "recall": 0.006476683937823834
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9987277353689568,
      "recall": 0.0012953367875647669
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9987277353689568,
      "recall": 0.0012953367875647669
     },
     {
      "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": 0.567642066122383
   },
   "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": 133.0,
    "b": 166.0,
    "c": 145.0,
    "d": 279.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.4784172661870504,
    "POFD": 0.37303370786516854,
    "FAR": 0.5551839464882943,
    "FBI": 1.0755395683453237,
    "CSI": 0.29954954954954954,
    "SEDI": 0.1523487758324583
   },
   "one_stage": {
    "a": 26.0,
    "b": 25.0,
    "c": 252.0,
    "d": 420.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.09352517985611511,
    "POFD": 0.056179775280898875,
    "FAR": 0.49019607843137253,
    "FBI": 0.18345323741007194,
    "CSI": 0.0858085808580858,
    "SEDI": 0.10177120146890282
   },
   "AUC_p1": 0.567642066122383
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5882103477523325,
      "recall": 0.4183937823834197
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5882103477523325,
      "recall": 0.4183937823834197
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6475826972010178,
      "recall": 0.3549222797927461
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7065309584393553,
      "recall": 0.2914507772020725
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7065309584393553,
      "recall": 0.2914507772020725
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7298558100084818,
      "recall": 0.26813471502590674
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7663273960983885,
      "recall": 0.23186528497409326
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7663273960983885,
      "recall": 0.23186528497409326
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7794741306191688,
      "recall": 0.2189119170984456
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8002544529262087,
      "recall": 0.19689119170984457
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8002544529262087,
      "recall": 0.19689119170984457
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8061916878710772,
      "recall": 0.19041450777202074
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.818490245971162,
      "recall": 0.1800518134715026
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.818490245971162,
      "recall": 0.1800518134715026
     },
     {
      "P1": 0.25,
      "closed": 0.8269720101781171,
      "recall": 0.17357512953367876
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.83206106870229,
      "recall": 0.16839378238341968
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.83206106870229,
      "recall": 0.16839378238341968
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8363019508057676,
      "recall": 0.1645077720207254
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8519932145886344,
      "recall": 0.14507772020725387
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8519932145886344,
      "recall": 0.14507772020725387
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8583545377438507,
      "recall": 0.13989637305699482
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8685326547921968,
      "recall": 0.12435233160621761
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8685326547921968,
      "recall": 0.12435233160621761
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.871501272264631,
      "recall": 0.12176165803108809
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8808312128922816,
      "recall": 0.11398963730569948
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8808312128922816,
      "recall": 0.11398963730569948
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8859202714164546,
      "recall": 0.11269430051813471
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8986429177268872,
      "recall": 0.10492227979274611
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8986429177268872,
      "recall": 0.10492227979274611
     },
     {
      "P1": 0.5,
      "closed": 0.9054283290924512,
      "recall": 0.09715025906735751
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.916030534351145,
      "recall": 0.08808290155440414
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.916030534351145,
      "recall": 0.08808290155440414
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9215436810856659,
      "recall": 0.08031088082901554
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9308736217133163,
      "recall": 0.06865284974093264
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9308736217133163,
      "recall": 0.06865284974093264
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9346904156064462,
      "recall": 0.06476683937823834
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.94529262086514,
      "recall": 0.05181347150259067
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.94529262086514,
      "recall": 0.05181347150259067
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9474130619168787,
      "recall": 0.04792746113989637
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.953774385072095,
      "recall": 0.042746113989637305
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.953774385072095,
      "recall": 0.042746113989637305
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9575911789652247,
      "recall": 0.04015544041450777
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9631043256997456,
      "recall": 0.03626943005181347
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9631043256997456,
      "recall": 0.03626943005181347
     },
     {
      "P1": 0.75,
      "closed": 0.9656488549618321,
      "recall": 0.03238341968911917
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9698897370653096,
      "recall": 0.027202072538860103
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9698897370653096,
      "recall": 0.027202072538860103
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9728583545377438,
      "recall": 0.022020725388601035
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9766751484308737,
      "recall": 0.02072538860103627
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9766751484308737,
      "recall": 0.02072538860103627
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9779474130619169,
      "recall": 0.019430051813471502
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9809160305343512,
      "recall": 0.018134715025906734
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9809160305343512,
      "recall": 0.018134715025906734
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9830364715860899,
      "recall": 0.014248704663212436
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9906700593723494,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9906700593723494,
      "recall": 0.007772020725388601
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9940627650551315,
      "recall": 0.0038860103626943004
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.996607294317218,
      "recall": 0.0
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.996607294317218,
      "recall": 0.0
     },
     {
      "P1": 1.0,
      "closed": 0.9987277353689568,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 278.0,
    "AUC_p1": 0.5589928057553957
   },
   "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": 135.0,
    "b": 161.0,
    "c": 143.0,
    "d": 284.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.4856115107913669,
    "POFD": 0.36179775280898874,
    "FAR": 0.543918918918919,
    "FBI": 1.064748201438849,
    "CSI": 0.30751708428246016,
    "SEDI": 0.1787659266250271
   },
   "one_stage": {
    "a": 23.0,
    "b": 31.0,
    "c": 255.0,
    "d": 414.0,
    "n": 723.0,
    "base": 0.38450899031811897,
    "POD": 0.08273381294964029,
    "POFD": 0.0696629213483146,
    "FAR": 0.5740740740740741,
    "FBI": 0.19424460431654678,
    "CSI": 0.0744336569579288,
    "SEDI": 0.035017337553464506
   },
   "AUC_p1": 0.5589928057553957
  }
 },
 "W6": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 99,
  "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": 0.5589482612383376,
      "recall": 0.46344647519582244
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5589482612383376,
      "recall": 0.46344647519582244
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6157760814249365,
      "recall": 0.402088772845953
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.6895674300254453,
      "recall": 0.32506527415143605
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.6895674300254453,
      "recall": 0.32506527415143605
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7061068702290076,
      "recall": 0.3093994778067885
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7497879558948262,
      "recall": 0.26631853785900783
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7497879558948262,
      "recall": 0.26631853785900783
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7659033078880407,
      "recall": 0.2506527415143603
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8023748939779474,
      "recall": 0.21018276762402088
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8023748939779474,
      "recall": 0.21018276762402088
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.813401187446989,
      "recall": 0.19712793733681463
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8371501272264631,
      "recall": 0.1671018276762402
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8371501272264631,
      "recall": 0.1671018276762402
     },
     {
      "P1": 0.25,
      "closed": 0.8481764206955047,
      "recall": 0.16449086161879894
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8672603901611535,
      "recall": 0.1422976501305483
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8672603901611535,
      "recall": 0.1422976501305483
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8753180661577609,
      "recall": 0.1370757180156658
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8905852417302799,
      "recall": 0.12140992167101827
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8905852417302799,
      "recall": 0.12140992167101827
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8969465648854962,
      "recall": 0.11618798955613577
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9122137404580153,
      "recall": 0.09399477806788512
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9122137404580153,
      "recall": 0.09399477806788512
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9194232400339271,
      "recall": 0.08485639686684072
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9321458863443597,
      "recall": 0.07180156657963446
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9321458863443597,
      "recall": 0.07180156657963446
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9351145038167938,
      "recall": 0.06657963446475196
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9448685326547922,
      "recall": 0.057441253263707574
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9448685326547922,
      "recall": 0.057441253263707574
     },
     {
      "P1": 0.5,
      "closed": 0.9516539440203562,
      "recall": 0.050913838120104436
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9631043256997456,
      "recall": 0.037859007832898174
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9631043256997456,
      "recall": 0.037859007832898174
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9673452078032231,
      "recall": 0.033942558746736295
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9728583545377438,
      "recall": 0.028720626631853787
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9728583545377438,
      "recall": 0.028720626631853787
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9775233248515691,
      "recall": 0.022193211488250653
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9817642069550466,
      "recall": 0.014360313315926894
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9817642069550466,
      "recall": 0.014360313315926894
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9821882951653944,
      "recall": 0.014360313315926894
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9855810008481765,
      "recall": 0.007832898172323759
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9855810008481765,
      "recall": 0.007832898172323759
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9860050890585241,
      "recall": 0.007832898172323759
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9885496183206107,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9885496183206107,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.75,
      "closed": 0.989821882951654,
      "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": 0.993214588634436,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9953350296861747,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9953350296861747,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9961832061068703,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.996607294317218,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9974554707379135,
      "recall": 0.0013054830287206266
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.0
     },
     {
      "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": 0.5851987413590714
   },
   "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": 142.0,
    "b": 181.0,
    "c": 130.0,
    "d": 270.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.5220588235294118,
    "POFD": 0.401330376940133,
    "FAR": 0.5603715170278638,
    "FBI": 1.1875,
    "CSI": 0.31346578366445915,
    "SEDI": 0.17348000095622124
   },
   "one_stage": {
    "a": 17.0,
    "b": 12.0,
    "c": 255.0,
    "d": 439.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.0625,
    "POFD": 0.026607538802660754,
    "FAR": 0.41379310344827586,
    "FBI": 0.10661764705882353,
    "CSI": 0.05985915492957746,
    "SEDI": 0.13735785434955353
   },
   "AUC_p1": 0.5851987413590714
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.5810008481764206,
      "recall": 0.42036553524804177
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.5810008481764206,
      "recall": 0.42036553524804177
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6513994910941476,
      "recall": 0.34464751958224543
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7217981340118744,
      "recall": 0.2650130548302872
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7217981340118744,
      "recall": 0.2650130548302872
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7506361323155216,
      "recall": 0.24673629242819844
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7849872773536896,
      "recall": 0.21279373368146215
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7849872773536896,
      "recall": 0.21279373368146215
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7981340118744699,
      "recall": 0.20234986945169714
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8172179813401188,
      "recall": 0.1814621409921671
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8172179813401188,
      "recall": 0.1814621409921671
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8261238337574215,
      "recall": 0.17232375979112272
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8447837150127226,
      "recall": 0.15274151436031333
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8447837150127226,
      "recall": 0.15274151436031333
     },
     {
      "P1": 0.25,
      "closed": 0.8541136556403732,
      "recall": 0.14360313315926893
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8621713316369805,
      "recall": 0.13577023498694518
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8621713316369805,
      "recall": 0.13577023498694518
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8706530958439356,
      "recall": 0.12924281984334204
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8863443596268024,
      "recall": 0.11618798955613577
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8863443596268024,
      "recall": 0.11618798955613577
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8914334181509754,
      "recall": 0.11096605744125326
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9016115351993215,
      "recall": 0.09921671018276762
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9016115351993215,
      "recall": 0.09921671018276762
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.905852417302799,
      "recall": 0.09530026109660575
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.914334181509754,
      "recall": 0.08093994778067885
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.914334181509754,
      "recall": 0.08093994778067885
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9173027989821882,
      "recall": 0.07571801566579635
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9262086513994912,
      "recall": 0.06527415143603134
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9262086513994912,
      "recall": 0.06527415143603134
     },
     {
      "P1": 0.5,
      "closed": 0.9308736217133163,
      "recall": 0.05483028720626632
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9423240033927057,
      "recall": 0.04177545691906005
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9423240033927057,
      "recall": 0.04177545691906005
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9495335029686175,
      "recall": 0.033942558746736295
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9541984732824428,
      "recall": 0.02741514360313316
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9541984732824428,
      "recall": 0.02741514360313316
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9584393553859203,
      "recall": 0.024804177545691905
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9618320610687023,
      "recall": 0.02349869451697128
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9618320610687023,
      "recall": 0.02349869451697128
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9648006785411366,
      "recall": 0.020887728459530026
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9690415606446141,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9690415606446141,
      "recall": 0.0195822454308094
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9720101781170484,
      "recall": 0.018276762402088774
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9770992366412213,
      "recall": 0.016971279373368148
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9770992366412213,
      "recall": 0.016971279373368148
     },
     {
      "P1": 0.75,
      "closed": 0.9787955894826124,
      "recall": 0.014360313315926894
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9843087362171332,
      "recall": 0.01174934725848564
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9843087362171332,
      "recall": 0.01174934725848564
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9851569126378287,
      "recall": 0.01174934725848564
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9885496183206107,
      "recall": 0.010443864229765013
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9885496183206107,
      "recall": 0.010443864229765013
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9893977947413062,
      "recall": 0.007832898172323759
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.993214588634436,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.993214588634436,
      "recall": 0.005221932114882507
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9944868532654793,
      "recall": 0.0039164490861618795
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9953350296861747,
      "recall": 0.0039164490861618795
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9953350296861747,
      "recall": 0.0039164490861618795
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.996607294317218,
      "recall": 0.0026109660574412533
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9987277353689568,
      "recall": 0.0013054830287206266
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9987277353689568,
      "recall": 0.0013054830287206266
     },
     {
      "P1": 1.0,
      "closed": 0.9991518235793045,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 272.0,
    "AUC_p1": 0.5495059997391418
   },
   "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": 121.0,
    "b": 155.0,
    "c": 151.0,
    "d": 296.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.44485294117647056,
    "POFD": 0.3436807095343681,
    "FAR": 0.5615942028985508,
    "FBI": 1.0147058823529411,
    "CSI": 0.28337236533957844,
    "SEDI": 0.14733089462562612
   },
   "one_stage": {
    "a": 15.0,
    "b": 18.0,
    "c": 257.0,
    "d": 433.0,
    "n": 723.0,
    "base": 0.37621023513139695,
    "POD": 0.05514705882352941,
    "POFD": 0.03991130820399113,
    "FAR": 0.5454545454545454,
    "FBI": 0.1213235294117647,
    "CSI": 0.05172413793103448,
    "SEDI": 0.05458872969127691
   },
   "AUC_p1": 0.5495059997391418
  }
 },
 "_meta": {
  "ipoint": 2,
  "point": 403,
  "region": 1,
  "lat": 21.25,
  "lon": 104.5,
  "track": "ai",
  "NMEMBER": 60,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}