{
 "W1": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.46196403872752423,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.43256997455470736,
      "recall": 0.8153005464480875
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.43256997455470736,
      "recall": 0.8153005464480875
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.4775233248515691,
      "recall": 0.7923497267759563
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.5301102629346904,
      "recall": 0.7584699453551913
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.5301102629346904,
      "recall": 0.7584699453551913
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.5453774385072094,
      "recall": 0.7486338797814208
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.5670059372349449,
      "recall": 0.7398907103825136
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.5670059372349449,
      "recall": 0.7398907103825136
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.5737913486005088,
      "recall": 0.73224043715847
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.589058524173028,
      "recall": 0.7136612021857923
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.589058524173028,
      "recall": 0.7136612021857923
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5928753180661578,
      "recall": 0.7081967213114754
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.6060220525869381,
      "recall": 0.6950819672131148
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.6060220525869381,
      "recall": 0.6950819672131148
     },
     {
      "P1": 0.25,
      "closed": 0.6102629346904156,
      "recall": 0.6896174863387978
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.6212892281594571,
      "recall": 0.6775956284153005
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.6212892281594571,
      "recall": 0.6775956284153005
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.6246819338422391,
      "recall": 0.6765027322404371
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.6310432569974554,
      "recall": 0.6688524590163935
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.6310432569974554,
      "recall": 0.6688524590163935
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.6344359626802375,
      "recall": 0.66775956284153
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.642069550466497,
      "recall": 0.6579234972677596
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.642069550466497,
      "recall": 0.6579234972677596
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.6467345207803223,
      "recall": 0.653551912568306
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.6560644614079729,
      "recall": 0.6415300546448087
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.6560644614079729,
      "recall": 0.6415300546448087
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.6594571670907549,
      "recall": 0.6404371584699453
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6687871077184054,
      "recall": 0.6284153005464481
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6687871077184054,
      "recall": 0.6284153005464481
     },
     {
      "P1": 0.5,
      "closed": 0.6738761662425785,
      "recall": 0.6196721311475409
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.6827820186598812,
      "recall": 0.6098360655737705
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.6827820186598812,
      "recall": 0.6098360655737705
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6857506361323156,
      "recall": 0.6054644808743169
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6938083121289228,
      "recall": 0.594535519125683
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6938083121289228,
      "recall": 0.594535519125683
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6959287531806615,
      "recall": 0.5934426229508196
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.7048346055979644,
      "recall": 0.5781420765027322
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.7048346055979644,
      "recall": 0.5781420765027322
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.7073791348600509,
      "recall": 0.5748633879781421
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.7145886344359627,
      "recall": 0.5639344262295082
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.7145886344359627,
      "recall": 0.5639344262295082
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.7179813401187447,
      "recall": 0.5573770491803278
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.7285835453774385,
      "recall": 0.5409836065573771
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.7285835453774385,
      "recall": 0.5409836065573771
     },
     {
      "P1": 0.75,
      "closed": 0.734520780322307,
      "recall": 0.5300546448087432
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.7446988973706531,
      "recall": 0.5114754098360655
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.7446988973706531,
      "recall": 0.5114754098360655
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.7485156912637829,
      "recall": 0.5060109289617486
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.7633587786259541,
      "recall": 0.4830601092896175
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.7633587786259541,
      "recall": 0.4830601092896175
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.7680237489397794,
      "recall": 0.4721311475409836
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7888040712468194,
      "recall": 0.4382513661202186
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7888040712468194,
      "recall": 0.4382513661202186
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.8002544529262087,
      "recall": 0.41857923497267757
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.8337574215436812,
      "recall": 0.3617486338797814
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.8337574215436812,
      "recall": 0.3617486338797814
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.8502968617472434,
      "recall": 0.326775956284153
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8969465648854962,
      "recall": 0.22076502732240438
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8969465648854962,
      "recall": 0.22076502732240438
     },
     {
      "P1": 1.0,
      "closed": 0.9215436810856659,
      "recall": 0.16939890710382513
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 334.0,
    "AUC_p1": 0.8488023952095808
   },
   "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": 0.25
   },
   "final": {
    "a": 259.0,
    "b": 80.0,
    "c": 75.0,
    "d": 309.0,
    "n": 723.0,
    "base": 0.46196403872752423,
    "POD": 0.7754491017964071,
    "POFD": 0.20565552699228792,
    "FAR": 0.2359882005899705,
    "FBI": 1.0149700598802396,
    "CSI": 0.6256038647342995,
    "SEDI": 0.7277617240170732
   },
   "one_stage": {
    "a": 237.0,
    "b": 61.0,
    "c": 97.0,
    "d": 328.0,
    "n": 723.0,
    "base": 0.46196403872752423,
    "POD": 0.7095808383233533,
    "POFD": 0.15681233933161953,
    "FAR": 0.20469798657718122,
    "FBI": 0.8922155688622755,
    "CSI": 0.6,
    "SEDI": 0.7148611403473442
   },
   "AUC_p1": 0.8488023952095808
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.46819338422391854,
      "recall": 0.8065573770491803
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.46819338422391854,
      "recall": 0.8065573770491803
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.493214588634436,
      "recall": 0.7923497267759563
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.5326547921967769,
      "recall": 0.7617486338797814
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.5326547921967769,
      "recall": 0.7617486338797814
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.546225614927905,
      "recall": 0.7497267759562841
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.563189143341815,
      "recall": 0.7366120218579235
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.563189143341815,
      "recall": 0.7366120218579235
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.5754877014419,
      "recall": 0.7234972677595628
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.5928753180661578,
      "recall": 0.7081967213114754
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.5928753180661578,
      "recall": 0.7081967213114754
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.5966921119592875,
      "recall": 0.7049180327868853
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.6102629346904156,
      "recall": 0.6939890710382514
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.6102629346904156,
      "recall": 0.6939890710382514
     },
     {
      "P1": 0.25,
      "closed": 0.6166242578456319,
      "recall": 0.6852459016393443
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.6280746395250212,
      "recall": 0.6743169398907104
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.6280746395250212,
      "recall": 0.6743169398907104
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.633587786259542,
      "recall": 0.6655737704918033
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.6399491094147582,
      "recall": 0.6579234972677596
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.6399491094147582,
      "recall": 0.6579234972677596
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.643765903307888,
      "recall": 0.6513661202185792
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.6505513146734521,
      "recall": 0.6426229508196721
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.6505513146734521,
      "recall": 0.6426229508196721
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.6564885496183206,
      "recall": 0.6349726775956284
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.6666666666666667,
      "recall": 0.6218579234972678
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.6666666666666667,
      "recall": 0.6218579234972678
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.6709075487701441,
      "recall": 0.6153005464480874
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.6776929601357082,
      "recall": 0.6076502732240437
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.6776929601357082,
      "recall": 0.6076502732240437
     },
     {
      "P1": 0.5,
      "closed": 0.6802374893977947,
      "recall": 0.6043715846994535
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.686598812553011,
      "recall": 0.5956284153005464
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.686598812553011,
      "recall": 0.5956284153005464
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.6887192536047497,
      "recall": 0.5934426229508196
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.6946564885496183,
      "recall": 0.585792349726776
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.6946564885496183,
      "recall": 0.585792349726776
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.6963528413910094,
      "recall": 0.5825136612021858
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.7022900763358779,
      "recall": 0.5770491803278689
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.7022900763358779,
      "recall": 0.5770491803278689
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.7056827820186599,
      "recall": 0.5748633879781421
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.7133163698049194,
      "recall": 0.5672131147540984
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.7133163698049194,
      "recall": 0.5672131147540984
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.7162849872773537,
      "recall": 0.5617486338797815
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.7247667514843088,
      "recall": 0.546448087431694
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.7247667514843088,
      "recall": 0.546448087431694
     },
     {
      "P1": 0.75,
      "closed": 0.7281594571670907,
      "recall": 0.5409836065573771
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.7340966921119593,
      "recall": 0.5278688524590164
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.7340966921119593,
      "recall": 0.5278688524590164
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.7408821034775233,
      "recall": 0.5202185792349727
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.7514843087362171,
      "recall": 0.5038251366120219
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.7514843087362171,
      "recall": 0.5038251366120219
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.7565733672603902,
      "recall": 0.49836065573770494
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.7731128074639525,
      "recall": 0.47540983606557374
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.7731128074639525,
      "recall": 0.47540983606557374
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.7820186598812553,
      "recall": 0.4601092896174863
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.8032230703986429,
      "recall": 0.42185792349726775
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.8032230703986429,
      "recall": 0.42185792349726775
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.816793893129771,
      "recall": 0.3978142076502732
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.8693808312128923,
      "recall": 0.28524590163934427
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.8693808312128923,
      "recall": 0.28524590163934427
     },
     {
      "P1": 1.0,
      "closed": 0.8918575063613232,
      "recall": 0.2360655737704918
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 334.0,
    "AUC_p1": 0.8413558487138832
   },
   "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": 269.0,
    "b": 102.0,
    "c": 65.0,
    "d": 287.0,
    "n": 723.0,
    "base": 0.46196403872752423,
    "POD": 0.8053892215568862,
    "POFD": 0.2622107969151671,
    "FAR": 0.2749326145552561,
    "FBI": 1.1107784431137724,
    "CSI": 0.6169724770642202,
    "SEDI": 0.7022061971508549
   },
   "one_stage": {
    "a": 226.0,
    "b": 50.0,
    "c": 108.0,
    "d": 339.0,
    "n": 723.0,
    "base": 0.46196403872752423,
    "POD": 0.6766467065868264,
    "POFD": 0.12853470437017994,
    "FAR": 0.18115942028985507,
    "FBI": 0.8263473053892215,
    "CSI": 0.5885416666666666,
    "SEDI": 0.7151681618002381
   },
   "AUC_p1": 0.8413558487138832
  }
 },
 "W2": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.3499308437067773,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6535199321458863,
      "recall": 0.4240231548480463
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6535199321458863,
      "recall": 0.4240231548480463
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7052586938083121,
      "recall": 0.36468885672937773
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7646310432569975,
      "recall": 0.2894356005788712
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7646310432569975,
      "recall": 0.2894356005788712
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7866836301950806,
      "recall": 0.2691751085383502
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.811704834605598,
      "recall": 0.2402315484804631
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.811704834605598,
      "recall": 0.2402315484804631
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8269720101781171,
      "recall": 0.2199710564399421
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8452078032230704,
      "recall": 0.191027496382055
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8452078032230704,
      "recall": 0.191027496382055
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.851145038167939,
      "recall": 0.1837916063675832
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8651399491094147,
      "recall": 0.16353111432706222
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8651399491094147,
      "recall": 0.16353111432706222
     },
     {
      "P1": 0.25,
      "closed": 0.8689567430025446,
      "recall": 0.16353111432706222
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8816793893129771,
      "recall": 0.15340086830680175
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8816793893129771,
      "recall": 0.15340086830680175
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8897370653095844,
      "recall": 0.14182344428364688
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8986429177268872,
      "recall": 0.13314037626628075
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8986429177268872,
      "recall": 0.13314037626628075
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9024597116200169,
      "recall": 0.12590448625180897
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9088210347752332,
      "recall": 0.12011577424023155
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9088210347752332,
      "recall": 0.12011577424023155
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9134860050890585,
      "recall": 0.11287988422575977
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9202714164546225,
      "recall": 0.10709117221418235
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9202714164546225,
      "recall": 0.10709117221418235
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9245122985581001,
      "recall": 0.09985528219971057
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9317217981340119,
      "recall": 0.08827785817655572
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9317217981340119,
      "recall": 0.08827785817655572
     },
     {
      "P1": 0.5,
      "closed": 0.9359626802374894,
      "recall": 0.0824891461649783
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9431721798134012,
      "recall": 0.07380607814761216
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9431721798134012,
      "recall": 0.07380607814761216
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.94529262086514,
      "recall": 0.0723589001447178
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.952078032230704,
      "recall": 0.06367583212735166
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.952078032230704,
      "recall": 0.06367583212735166
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9541984732824428,
      "recall": 0.06222865412445731
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9580152671755725,
      "recall": 0.059334298118668596
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9580152671755725,
      "recall": 0.059334298118668596
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.960559796437659,
      "recall": 0.053545586107091175
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9626802374893978,
      "recall": 0.05209840810419682
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9626802374893978,
      "recall": 0.05209840810419682
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9648006785411366,
      "recall": 0.04630969609261939
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9686174724342663,
      "recall": 0.04341534008683068
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9686174724342663,
      "recall": 0.04341534008683068
     },
     {
      "P1": 0.75,
      "closed": 0.9698897370653096,
      "recall": 0.041968162083936326
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9737065309584394,
      "recall": 0.03473227206946455
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9737065309584394,
      "recall": 0.03473227206946455
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9758269720101781,
      "recall": 0.03183791606367583
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9796437659033079,
      "recall": 0.02604920405209841
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9796437659033079,
      "recall": 0.02604920405209841
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9817642069550466,
      "recall": 0.02170767004341534
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9838846480067854,
      "recall": 0.020260492040520984
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9838846480067854,
      "recall": 0.020260492040520984
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9860050890585241,
      "recall": 0.01447178002894356
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9885496183206107,
      "recall": 0.011577424023154847
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9885496183206107,
      "recall": 0.011577424023154847
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.989821882951654,
      "recall": 0.011577424023154847
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9927905004240882,
      "recall": 0.008683068017366137
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9927905004240882,
      "recall": 0.008683068017366137
     },
     {
      "P1": 1.0,
      "closed": 0.9953350296861747,
      "recall": 0.005788712011577424
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.6279370952821461
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 126.0,
    "b": 140.0,
    "c": 127.0,
    "d": 330.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.4980237154150198,
    "POFD": 0.2978723404255319,
    "FAR": 0.5263157894736842,
    "FBI": 1.051383399209486,
    "CSI": 0.32061068702290074,
    "SEDI": 0.2878798549058341
   },
   "one_stage": {
    "a": 34.0,
    "b": 21.0,
    "c": 219.0,
    "d": 449.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.13438735177865613,
    "POFD": 0.04468085106382979,
    "FAR": 0.38181818181818183,
    "FBI": 0.21739130434782608,
    "CSI": 0.12408759124087591,
    "SEDI": 0.22615059581289776
   },
   "AUC_p1": 0.6279370952821461
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6560644614079729,
      "recall": 0.47756874095513746
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6560644614079729,
      "recall": 0.47756874095513746
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6870229007633588,
      "recall": 0.4399421128798842
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7294317217981341,
      "recall": 0.39652677279305354
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7294317217981341,
      "recall": 0.39652677279305354
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7497879558948262,
      "recall": 0.3719247467438495
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7748091603053435,
      "recall": 0.32850940665701883
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7748091603053435,
      "recall": 0.32850940665701883
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.7841391009329941,
      "recall": 0.3140376266280753
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8006785411365565,
      "recall": 0.2995658465991317
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8006785411365565,
      "recall": 0.2995658465991317
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.806615776081425,
      "recall": 0.29232995658465993
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.818490245971162,
      "recall": 0.28509406657018815
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.818490245971162,
      "recall": 0.28509406657018815
     },
     {
      "P1": 0.25,
      "closed": 0.8248515691263782,
      "recall": 0.276410998552822
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8350296861747244,
      "recall": 0.26049204052098407
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8350296861747244,
      "recall": 0.26049204052098407
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8409669211195929,
      "recall": 0.25615050651230103
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8469041560644615,
      "recall": 0.24891461649782923
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8469041560644615,
      "recall": 0.24891461649782923
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8494486853265479,
      "recall": 0.24167872648335745
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8575063613231553,
      "recall": 0.2301013024602026
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8575063613231553,
      "recall": 0.2301013024602026
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8621713316369805,
      "recall": 0.2272069464544139
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.8685326547921968,
      "recall": 0.21128798842257598
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.8685326547921968,
      "recall": 0.21128798842257598
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.8719253604749788,
      "recall": 0.20549927641099855
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.8791348600508906,
      "recall": 0.1939218523878437
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.8791348600508906,
      "recall": 0.1939218523878437
     },
     {
      "P1": 0.5,
      "closed": 0.8825275657336726,
      "recall": 0.19247467438494936
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.8914334181509754,
      "recall": 0.1837916063675832
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.8914334181509754,
      "recall": 0.1837916063675832
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.8956743002544529,
      "recall": 0.17655571635311143
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9024597116200169,
      "recall": 0.1678726483357453
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9024597116200169,
      "recall": 0.1678726483357453
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9054283290924512,
      "recall": 0.16353111432706222
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9113655640373197,
      "recall": 0.1577424023154848
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9113655640373197,
      "recall": 0.1577424023154848
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9139100932994063,
      "recall": 0.15340086830680175
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9194232400339271,
      "recall": 0.14327062228654125
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9194232400339271,
      "recall": 0.14327062228654125
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9211195928753181,
      "recall": 0.14037626628075253
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9266327396098388,
      "recall": 0.1316931982633864
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9266327396098388,
      "recall": 0.1316931982633864
     },
     {
      "P1": 0.75,
      "closed": 0.9279050042408821,
      "recall": 0.12735166425470332
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9342663273960984,
      "recall": 0.11432706222865413
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9342663273960984,
      "recall": 0.11432706222865413
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9389312977099237,
      "recall": 0.1085383502170767
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9440203562340967,
      "recall": 0.09985528219971057
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9440203562340967,
      "recall": 0.09985528219971057
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9461407972858354,
      "recall": 0.0955137481910275
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.953774385072095,
      "recall": 0.07525325615050651
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.953774385072095,
      "recall": 0.07525325615050651
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9588634435962681,
      "recall": 0.06512301013024602
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9664970313825275,
      "recall": 0.05209840810419682
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9664970313825275,
      "recall": 0.05209840810419682
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9715860899067006,
      "recall": 0.04775687409551375
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9813401187446988,
      "recall": 0.02894356005788712
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9813401187446988,
      "recall": 0.02894356005788712
     },
     {
      "P1": 1.0,
      "closed": 0.9855810008481765,
      "recall": 0.01881331403762663
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.6132074678328148
   },
   "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": 123.0,
    "b": 128.0,
    "c": 130.0,
    "d": 342.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.48616600790513836,
    "POFD": 0.2723404255319149,
    "FAR": 0.5099601593625498,
    "FBI": 0.9920948616600791,
    "CSI": 0.3228346456692913,
    "SEDI": 0.3085587857041996
   },
   "one_stage": {
    "a": 53.0,
    "b": 46.0,
    "c": 200.0,
    "d": 424.0,
    "n": 723.0,
    "base": 0.3499308437067773,
    "POD": 0.20948616600790515,
    "POFD": 0.09787234042553192,
    "FAR": 0.46464646464646464,
    "FBI": 0.391304347826087,
    "CSI": 0.17725752508361203,
    "SEDI": 0.21136369266449756
   },
   "AUC_p1": 0.6132074678328148
  }
 },
 "W3": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.3457814661134163,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.7052586938083121,
      "recall": 0.31486880466472306
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.7052586938083121,
      "recall": 0.31486880466472306
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7510602205258694,
      "recall": 0.2565597667638484
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.816793893129771,
      "recall": 0.17638483965014579
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.816793893129771,
      "recall": 0.17638483965014579
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.8363019508057676,
      "recall": 0.14868804664723032
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8719253604749788,
      "recall": 0.1151603498542274
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8719253604749788,
      "recall": 0.1151603498542274
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8825275657336726,
      "recall": 0.10932944606413994
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.9011874469889737,
      "recall": 0.08892128279883382
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.9011874469889737,
      "recall": 0.08892128279883382
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.9062765055131468,
      "recall": 0.08309037900874636
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.9168787107718406,
      "recall": 0.0728862973760933
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.9168787107718406,
      "recall": 0.0728862973760933
     },
     {
      "P1": 0.25,
      "closed": 0.9236641221374046,
      "recall": 0.06705539358600583
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.9325699745547074,
      "recall": 0.0597667638483965
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.9325699745547074,
      "recall": 0.0597667638483965
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.9372349448685326,
      "recall": 0.056851311953352766
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.94529262086514,
      "recall": 0.043731778425655975
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.94529262086514,
      "recall": 0.043731778425655975
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9499575911789653,
      "recall": 0.037900874635568516
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.953774385072095,
      "recall": 0.03498542274052478
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.953774385072095,
      "recall": 0.03498542274052478
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.957167090754877,
      "recall": 0.033527696793002916
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9635284139100933,
      "recall": 0.029154518950437316
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9635284139100933,
      "recall": 0.029154518950437316
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9652247667514843,
      "recall": 0.029154518950437316
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9694656488549618,
      "recall": 0.023323615160349854
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9694656488549618,
      "recall": 0.023323615160349854
     },
     {
      "P1": 0.5,
      "closed": 0.9715860899067006,
      "recall": 0.023323615160349854
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9741306191687871,
      "recall": 0.021865889212827987
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9741306191687871,
      "recall": 0.021865889212827987
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9770992366412213,
      "recall": 0.01749271137026239
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9817642069550466,
      "recall": 0.011661807580174927
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9817642069550466,
      "recall": 0.011661807580174927
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9843087362171332,
      "recall": 0.008746355685131196
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9872773536895675,
      "recall": 0.0058309037900874635
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9872773536895675,
      "recall": 0.0058309037900874635
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9893977947413062,
      "recall": 0.004373177842565598
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9902459711620017,
      "recall": 0.004373177842565598
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9906700593723494,
      "recall": 0.004373177842565598
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9919423240033927,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9919423240033927,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.75,
      "closed": 0.993214588634436,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9953350296861747,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9953350296861747,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9957591178965225,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9970313825275657,
      "recall": 0.0014577259475218659
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9970313825275657,
      "recall": 0.0014577259475218659
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9974554707379135,
      "recall": 0.0014577259475218659
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9995759117896522,
      "recall": 0.0
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 250.0,
    "AUC_p1": 0.5591881606765328
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 99.0,
    "b": 147.0,
    "c": 151.0,
    "d": 326.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.396,
    "POFD": 0.3107822410147992,
    "FAR": 0.5975609756097561,
    "FBI": 0.984,
    "CSI": 0.24937027707808565,
    "SEDI": 0.12596989793879573
   },
   "one_stage": {
    "a": 13.0,
    "b": 11.0,
    "c": 237.0,
    "d": 462.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.052,
    "POFD": 0.023255813953488372,
    "FAR": 0.4583333333333333,
    "FBI": 0.096,
    "CSI": 0.04980842911877394,
    "SEDI": 0.12282600288530682
   },
   "AUC_p1": 0.5591881606765328
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6844783715012723,
      "recall": 0.3688046647230321
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6844783715012723,
      "recall": 0.3688046647230321
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7268871925360475,
      "recall": 0.3294460641399417
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7760814249363868,
      "recall": 0.26676384839650147
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7760814249363868,
      "recall": 0.26676384839650147
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.8027989821882952,
      "recall": 0.24489795918367346
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8303647158608991,
      "recall": 0.21574344023323616
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8303647158608991,
      "recall": 0.21574344023323616
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8396946564885497,
      "recall": 0.20408163265306123
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8587786259541985,
      "recall": 0.17201166180758018
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8587786259541985,
      "recall": 0.17201166180758018
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8655640373197625,
      "recall": 0.16326530612244897
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8765903307888041,
      "recall": 0.15014577259475217
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8765903307888041,
      "recall": 0.15014577259475217
     },
     {
      "P1": 0.25,
      "closed": 0.879983036471586,
      "recall": 0.14285714285714285
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8880407124681934,
      "recall": 0.1326530612244898
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8880407124681934,
      "recall": 0.1326530612244898
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8931297709923665,
      "recall": 0.1239067055393586
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9016115351993215,
      "recall": 0.10932944606413994
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9016115351993215,
      "recall": 0.10932944606413994
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9079728583545378,
      "recall": 0.09912536443148688
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9173027989821882,
      "recall": 0.08746355685131195
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9173027989821882,
      "recall": 0.08746355685131195
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9202714164546225,
      "recall": 0.08454810495626822
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9287531806615776,
      "recall": 0.07871720116618076
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9287531806615776,
      "recall": 0.07871720116618076
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9308736217133163,
      "recall": 0.07434402332361516
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9363867684478372,
      "recall": 0.06559766763848396
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9363867684478372,
      "recall": 0.06559766763848396
     },
     {
      "P1": 0.5,
      "closed": 0.9406276505513147,
      "recall": 0.056851311953352766
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9469889737065309,
      "recall": 0.052478134110787174
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9469889737065309,
      "recall": 0.052478134110787174
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9495335029686175,
      "recall": 0.048104956268221574
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9525021204410518,
      "recall": 0.043731778425655975
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9525021204410518,
      "recall": 0.043731778425655975
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9567430025445293,
      "recall": 0.04227405247813411
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9643765903307888,
      "recall": 0.030612244897959183
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9643765903307888,
      "recall": 0.030612244897959183
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9686174724342663,
      "recall": 0.026239067055393587
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9720101781170484,
      "recall": 0.02478134110787172
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9720101781170484,
      "recall": 0.02478134110787172
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.972434266327396,
      "recall": 0.023323615160349854
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9770992366412213,
      "recall": 0.02040816326530612
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9770992366412213,
      "recall": 0.02040816326530612
     },
     {
      "P1": 0.75,
      "closed": 0.9779474130619169,
      "recall": 0.02040816326530612
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9826123833757422,
      "recall": 0.016034985422740525
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9826123833757422,
      "recall": 0.016034985422740525
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9847328244274809,
      "recall": 0.014577259475218658
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9868532654792197,
      "recall": 0.011661807580174927
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9868532654792197,
      "recall": 0.011661807580174927
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9881255301102629,
      "recall": 0.01020408163265306
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9893977947413062,
      "recall": 0.01020408163265306
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9893977947413062,
      "recall": 0.01020408163265306
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9902459711620017,
      "recall": 0.008746355685131196
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9936386768447837,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9936386768447837,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9949109414758269,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.996607294317218,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.996607294317218,
      "recall": 0.0029154518950437317
     },
     {
      "P1": 1.0,
      "closed": 0.998303647158609,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 250.0,
    "AUC_p1": 0.594431289640592
   },
   "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": 153.0,
    "c": 129.0,
    "d": 320.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.484,
    "POFD": 0.32346723044397463,
    "FAR": 0.5583941605839416,
    "FBI": 1.096,
    "CSI": 0.3002481389578164,
    "SEDI": 0.23182628117145854
   },
   "one_stage": {
    "a": 32.0,
    "b": 29.0,
    "c": 218.0,
    "d": 444.0,
    "n": 723.0,
    "base": 0.3457814661134163,
    "POD": 0.128,
    "POFD": 0.0613107822410148,
    "FAR": 0.47540983606557374,
    "FBI": 0.244,
    "CSI": 0.11469534050179211,
    "SEDI": 0.1604215278015123
   },
   "AUC_p1": 0.594431289640592
  }
 },
 "W4": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.343015214384509,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6374045801526718,
      "recall": 0.4164265129682997
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6374045801526718,
      "recall": 0.4164265129682997
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.693384223918575,
      "recall": 0.36023054755043227
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.765479219677693,
      "recall": 0.2881844380403458
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.765479219677693,
      "recall": 0.2881844380403458
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7866836301950806,
      "recall": 0.2665706051873199
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8248515691263782,
      "recall": 0.22334293948126802
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8248515691263782,
      "recall": 0.22334293948126802
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8363019508057676,
      "recall": 0.20605187319884727
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8587786259541985,
      "recall": 0.1786743515850144
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8587786259541985,
      "recall": 0.1786743515850144
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8685326547921968,
      "recall": 0.1685878962536023
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8842239185750637,
      "recall": 0.1484149855907781
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8842239185750637,
      "recall": 0.1484149855907781
     },
     {
      "P1": 0.25,
      "closed": 0.8893129770992366,
      "recall": 0.14121037463976946
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.904156064461408,
      "recall": 0.12103746397694524
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.904156064461408,
      "recall": 0.12103746397694524
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.909245122985581,
      "recall": 0.1138328530259366
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9198473282442748,
      "recall": 0.10230547550432277
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9198473282442748,
      "recall": 0.10230547550432277
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9236641221374046,
      "recall": 0.09510086455331412
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9325699745547074,
      "recall": 0.08789625360230548
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9325699745547074,
      "recall": 0.08789625360230548
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9359626802374894,
      "recall": 0.08213256484149856
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9431721798134012,
      "recall": 0.07636887608069164
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9431721798134012,
      "recall": 0.07636887608069164
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9448685326547922,
      "recall": 0.07348703170028818
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9516539440203562,
      "recall": 0.06484149855907781
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9516539440203562,
      "recall": 0.06484149855907781
     },
     {
      "P1": 0.5,
      "closed": 0.9567430025445293,
      "recall": 0.05763688760806916
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9677692960135709,
      "recall": 0.04899135446685879
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9677692960135709,
      "recall": 0.04899135446685879
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9707379134860051,
      "recall": 0.04610951008645533
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9770992366412213,
      "recall": 0.03602305475504323
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9770992366412213,
      "recall": 0.03602305475504323
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9792196776929601,
      "recall": 0.0345821325648415
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9821882951653944,
      "recall": 0.027377521613832854
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9821882951653944,
      "recall": 0.027377521613832854
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9830364715860899,
      "recall": 0.024495677233429394
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9851569126378287,
      "recall": 0.018731988472622477
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9851569126378287,
      "recall": 0.018731988472622477
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9872773536895675,
      "recall": 0.01729106628242075
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9872773536895675,
      "recall": 0.01729106628242075
     },
     {
      "P1": 0.75,
      "closed": 0.9881255301102629,
      "recall": 0.01440922190201729
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.989821882951654,
      "recall": 0.012968299711815562
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9919423240033927,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9919423240033927,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9927905004240882,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9944868532654793,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9944868532654793,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9974554707379135,
      "recall": 0.004322766570605188
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9978795589482612,
      "recall": 0.002881844380403458
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.001440922190201729
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9995759117896522,
      "recall": 0.0
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 248.0,
    "AUC_p1": 0.5572156196943973
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 85.0,
    "b": 124.0,
    "c": 163.0,
    "d": 351.0,
    "n": 723.0,
    "base": 0.343015214384509,
    "POD": 0.34274193548387094,
    "POFD": 0.26105263157894737,
    "FAR": 0.5933014354066986,
    "FBI": 0.842741935483871,
    "CSI": 0.22849462365591397,
    "SEDI": 0.1241720333459877
   },
   "one_stage": {
    "a": 13.0,
    "b": 19.0,
    "c": 235.0,
    "d": 456.0,
    "n": 723.0,
    "base": 0.343015214384509,
    "POD": 0.05241935483870968,
    "POFD": 0.04,
    "FAR": 0.59375,
    "FBI": 0.12903225806451613,
    "CSI": 0.04868913857677903,
    "SEDI": 0.04525978098854966
   },
   "AUC_p1": 0.5572156196943973
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6539440203562341,
      "recall": 0.38760806916426516
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6539440203562341,
      "recall": 0.38760806916426516
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.6959287531806615,
      "recall": 0.35446685878962536
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7510602205258694,
      "recall": 0.29394812680115273
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7510602205258694,
      "recall": 0.29394812680115273
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7675996607294318,
      "recall": 0.26945244956772335
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.7981340118744699,
      "recall": 0.23487031700288186
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.7981340118744699,
      "recall": 0.23487031700288186
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.806615776081425,
      "recall": 0.22910662824207492
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8244274809160306,
      "recall": 0.2132564841498559
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8244274809160306,
      "recall": 0.2132564841498559
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8324851569126378,
      "recall": 0.20605187319884727
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8392705682782019,
      "recall": 0.19740634005763688
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8392705682782019,
      "recall": 0.19740634005763688
     },
     {
      "P1": 0.25,
      "closed": 0.8447837150127226,
      "recall": 0.19596541786743515
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.8575063613231553,
      "recall": 0.18587896253602307
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.8575063613231553,
      "recall": 0.18587896253602307
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8621713316369805,
      "recall": 0.1844380403458213
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8723494486853265,
      "recall": 0.17146974063400577
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8723494486853265,
      "recall": 0.17146974063400577
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8774385072094996,
      "recall": 0.1642651296829971
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.8888888888888888,
      "recall": 0.14697406340057637
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.8888888888888888,
      "recall": 0.14697406340057637
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.8939779474130619,
      "recall": 0.13976945244956773
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9024597116200169,
      "recall": 0.13112391930835735
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9024597116200169,
      "recall": 0.13112391930835735
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9083969465648855,
      "recall": 0.12536023054755044
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9194232400339271,
      "recall": 0.11239193083573487
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9194232400339271,
      "recall": 0.11239193083573487
     },
     {
      "P1": 0.5,
      "closed": 0.9228159457167091,
      "recall": 0.10951008645533142
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9300254452926209,
      "recall": 0.0994236311239193
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9300254452926209,
      "recall": 0.0994236311239193
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9334181509754029,
      "recall": 0.0936599423631124
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9402035623409669,
      "recall": 0.07780979827089338
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9402035623409669,
      "recall": 0.07780979827089338
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9444444444444444,
      "recall": 0.07060518731988473
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9563189143341815,
      "recall": 0.05763688760806916
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9563189143341815,
      "recall": 0.05763688760806916
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9580152671755725,
      "recall": 0.05475504322766571
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9643765903307888,
      "recall": 0.04610951008645533
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9643765903307888,
      "recall": 0.04610951008645533
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9681933842239185,
      "recall": 0.040345821325648415
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9711620016963528,
      "recall": 0.03602305475504323
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9711620016963528,
      "recall": 0.03602305475504323
     },
     {
      "P1": 0.75,
      "closed": 0.972434266327396,
      "recall": 0.0345821325648415
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9766751484308737,
      "recall": 0.027377521613832854
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9766751484308737,
      "recall": 0.027377521613832854
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9792196776929601,
      "recall": 0.023054755043227664
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9813401187446988,
      "recall": 0.020172910662824207
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9813401187446988,
      "recall": 0.020172910662824207
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9821882951653944,
      "recall": 0.020172910662824207
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9847328244274809,
      "recall": 0.01585014409221902
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9847328244274809,
      "recall": 0.01585014409221902
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9864291772688719,
      "recall": 0.01440922190201729
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9906700593723494,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9906700593723494,
      "recall": 0.008645533141210375
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9927905004240882,
      "recall": 0.005763688760806916
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9953350296861747,
      "recall": 0.002881844380403458
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9953350296861747,
      "recall": 0.002881844380403458
     },
     {
      "P1": 1.0,
      "closed": 0.9978795589482612,
      "recall": 0.001440922190201729
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 248.0,
    "AUC_p1": 0.5681239388794567
   },
   "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": 100.0,
    "b": 129.0,
    "c": 148.0,
    "d": 346.0,
    "n": 723.0,
    "base": 0.343015214384509,
    "POD": 0.4032258064516129,
    "POFD": 0.27157894736842103,
    "FAR": 0.5633187772925764,
    "FBI": 0.9233870967741935,
    "CSI": 0.26525198938992045,
    "SEDI": 0.19527517185680915
   },
   "one_stage": {
    "a": 24.0,
    "b": 36.0,
    "c": 224.0,
    "d": 439.0,
    "n": 723.0,
    "base": 0.343015214384509,
    "POD": 0.0967741935483871,
    "POFD": 0.07578947368421053,
    "FAR": 0.6,
    "FBI": 0.24193548387096775,
    "CSI": 0.08450704225352113,
    "SEDI": 0.052472602291901885
   },
   "AUC_p1": 0.5681239388794567
  }
 },
 "W5": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.34716459197787,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6772688719253604,
      "recall": 0.37163120567375885
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6772688719253604,
      "recall": 0.37163120567375885
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7281594571670907,
      "recall": 0.30921985815602837
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7972858354537744,
      "recall": 0.2326241134751773
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7972858354537744,
      "recall": 0.2326241134751773
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.818490245971162,
      "recall": 0.2198581560283688
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8536895674300254,
      "recall": 0.17872340425531916
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8536895674300254,
      "recall": 0.17872340425531916
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8659881255301103,
      "recall": 0.16312056737588654
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8850720949957591,
      "recall": 0.14609929078014183
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8850720949957591,
      "recall": 0.14609929078014183
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8931297709923665,
      "recall": 0.13900709219858157
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.9100932994062765,
      "recall": 0.11914893617021277
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.9100932994062765,
      "recall": 0.11914893617021277
     },
     {
      "P1": 0.25,
      "closed": 0.9156064461407973,
      "recall": 0.10921985815602837
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.9245122985581001,
      "recall": 0.09929078014184398
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.9245122985581001,
      "recall": 0.09929078014184398
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.9296013570822731,
      "recall": 0.0950354609929078
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9372349448685326,
      "recall": 0.08368794326241134
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9372349448685326,
      "recall": 0.08368794326241134
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9402035623409669,
      "recall": 0.07943262411347518
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9482612383375743,
      "recall": 0.06950354609929078
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9482612383375743,
      "recall": 0.06950354609929078
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9525021204410518,
      "recall": 0.06382978723404255
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9584393553859203,
      "recall": 0.05673758865248227
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9584393553859203,
      "recall": 0.05673758865248227
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9635284139100933,
      "recall": 0.0524822695035461
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9703138252756573,
      "recall": 0.0425531914893617
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9703138252756573,
      "recall": 0.0425531914893617
     },
     {
      "P1": 0.5,
      "closed": 0.9732824427480916,
      "recall": 0.03829787234042553
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9792196776929601,
      "recall": 0.031205673758865248
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9792196776929601,
      "recall": 0.031205673758865248
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9800678541136556,
      "recall": 0.029787234042553193
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9843087362171332,
      "recall": 0.02127659574468085
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9843087362171332,
      "recall": 0.02127659574468085
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9860050890585241,
      "recall": 0.018439716312056736
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9877014418999152,
      "recall": 0.01702127659574468
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9877014418999152,
      "recall": 0.01702127659574468
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9881255301102629,
      "recall": 0.015602836879432624
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9885496183206107,
      "recall": 0.014184397163120567
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.989821882951654,
      "recall": 0.01276595744680851
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.989821882951654,
      "recall": 0.01276595744680851
     },
     {
      "P1": 0.75,
      "closed": 0.9902459711620017,
      "recall": 0.011347517730496455
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.991518235793045,
      "recall": 0.009929078014184398
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.991518235793045,
      "recall": 0.009929078014184398
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9923664122137404,
      "recall": 0.0070921985815602835
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9927905004240882,
      "recall": 0.005673758865248227
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.993214588634436,
      "recall": 0.00425531914893617
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9957591178965225,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9957591178965225,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9978795589482612,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9978795589482612,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9995759117896522,
      "recall": 0.0
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9995759117896522,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 251.0,
    "AUC_p1": 0.5419128570463907
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 91.0,
    "b": 129.0,
    "c": 160.0,
    "d": 343.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.36254980079681276,
    "POFD": 0.2733050847457627,
    "FAR": 0.5863636363636363,
    "FBI": 0.8764940239043825,
    "CSI": 0.2394736842105263,
    "SEDI": 0.13423080788198977
   },
   "one_stage": {
    "a": 11.0,
    "b": 10.0,
    "c": 240.0,
    "d": 462.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.043824701195219126,
    "POFD": 0.0211864406779661,
    "FAR": 0.47619047619047616,
    "FBI": 0.08366533864541832,
    "CSI": 0.0421455938697318,
    "SEDI": 0.10644395897292086
   },
   "AUC_p1": 0.5419128570463907
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6615776081424936,
      "recall": 0.3617021276595745
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6615776081424936,
      "recall": 0.3617021276595745
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7145886344359627,
      "recall": 0.32056737588652484
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7714164546225615,
      "recall": 0.2680851063829787
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7714164546225615,
      "recall": 0.2680851063829787
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.7934690415606447,
      "recall": 0.2524822695035461
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8206106870229007,
      "recall": 0.21843971631205675
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8206106870229007,
      "recall": 0.21843971631205675
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8273960983884648,
      "recall": 0.21560283687943263
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8443596268023749,
      "recall": 0.18581560283687942
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8443596268023749,
      "recall": 0.18581560283687942
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8515691263782867,
      "recall": 0.17872340425531916
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8642917726887193,
      "recall": 0.16453900709219857
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8642917726887193,
      "recall": 0.16453900709219857
     },
     {
      "P1": 0.25,
      "closed": 0.8676844783715013,
      "recall": 0.16028368794326242
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.879983036471586,
      "recall": 0.14609929078014183
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.879983036471586,
      "recall": 0.14609929078014183
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.8842239185750637,
      "recall": 0.14042553191489363
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.8914334181509754,
      "recall": 0.12907801418439716
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.8914334181509754,
      "recall": 0.12907801418439716
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.8948261238337574,
      "recall": 0.12198581560283688
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9033078880407125,
      "recall": 0.1148936170212766
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9033078880407125,
      "recall": 0.1148936170212766
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9083969465648855,
      "recall": 0.10780141843971631
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9168787107718406,
      "recall": 0.0950354609929078
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9168787107718406,
      "recall": 0.0950354609929078
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9211195928753181,
      "recall": 0.09078014184397164
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9257845631891434,
      "recall": 0.08794326241134752
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9257845631891434,
      "recall": 0.08794326241134752
     },
     {
      "P1": 0.5,
      "closed": 0.9300254452926209,
      "recall": 0.0851063829787234
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9406276505513147,
      "recall": 0.07659574468085106
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9406276505513147,
      "recall": 0.07659574468085106
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.94529262086514,
      "recall": 0.07234042553191489
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.950381679389313,
      "recall": 0.06950354609929078
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.950381679389313,
      "recall": 0.06950354609929078
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9525021204410518,
      "recall": 0.06950354609929078
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9588634435962681,
      "recall": 0.06099290780141844
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9588634435962681,
      "recall": 0.06099290780141844
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9635284139100933,
      "recall": 0.05531914893617021
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9690415606446141,
      "recall": 0.04539007092198582
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9690415606446141,
      "recall": 0.04539007092198582
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9720101781170484,
      "recall": 0.04397163120567376
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9754028837998303,
      "recall": 0.03971631205673759
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9754028837998303,
      "recall": 0.03971631205673759
     },
     {
      "P1": 0.75,
      "closed": 0.9770992366412213,
      "recall": 0.03687943262411347
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9796437659033079,
      "recall": 0.031205673758865248
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9796437659033079,
      "recall": 0.031205673758865248
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9817642069550466,
      "recall": 0.02553191489361702
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9843087362171332,
      "recall": 0.024113475177304965
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9843087362171332,
      "recall": 0.024113475177304965
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9860050890585241,
      "recall": 0.02127659574468085
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9881255301102629,
      "recall": 0.019858156028368795
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9881255301102629,
      "recall": 0.019858156028368795
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.989821882951654,
      "recall": 0.014184397163120567
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.9927905004240882,
      "recall": 0.011347517730496455
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.9927905004240882,
      "recall": 0.011347517730496455
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.9961832061068703,
      "recall": 0.0070921985815602835
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9991518235793045,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9991518235793045,
      "recall": 0.0014184397163120568
     },
     {
      "P1": 1.0,
      "closed": 0.9995759117896522,
      "recall": 0.0014184397163120568
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 251.0,
    "AUC_p1": 0.5782041326220542
   },
   "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": 93.0,
    "b": 122.0,
    "c": 158.0,
    "d": 350.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.3705179282868526,
    "POFD": 0.2584745762711864,
    "FAR": 0.5674418604651162,
    "FBI": 0.8565737051792829,
    "CSI": 0.24932975871313673,
    "SEDI": 0.16858577732047283
   },
   "one_stage": {
    "a": 19.0,
    "b": 25.0,
    "c": 232.0,
    "d": 447.0,
    "n": 723.0,
    "base": 0.34716459197787,
    "POD": 0.07569721115537849,
    "POFD": 0.05296610169491525,
    "FAR": 0.5681818181818182,
    "FBI": 0.1752988047808765,
    "CSI": 0.06884057971014493,
    "SEDI": 0.06747475244064376
   },
   "AUC_p1": 0.5782041326220542
  }
 },
 "W6": {
  "n_train": 2358,
  "n_valid": 723,
  "n_feat": 100,
  "n_feat_dropped": 0,
  "base": 0.34024896265560167,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.7201017811704835,
      "recall": 0.35336194563662376
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.7201017811704835,
      "recall": 0.35336194563662376
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7714164546225615,
      "recall": 0.296137339055794
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.8256997455470738,
      "recall": 0.23605150214592274
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.8256997455470738,
      "recall": 0.23605150214592274
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.8452078032230704,
      "recall": 0.22031473533619456
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8740458015267176,
      "recall": 0.1859799713876967
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8740458015267176,
      "recall": 0.1859799713876967
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8850720949957591,
      "recall": 0.1688125894134478
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.904156064461408,
      "recall": 0.14449213161659513
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.904156064461408,
      "recall": 0.14449213161659513
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.9113655640373197,
      "recall": 0.1301859799713877
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.9223918575063613,
      "recall": 0.11158798283261803
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.9223918575063613,
      "recall": 0.11158798283261803
     },
     {
      "P1": 0.25,
      "closed": 0.9287531806615776,
      "recall": 0.09871244635193133
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.9393553859202715,
      "recall": 0.08011444921316166
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.9393553859202715,
      "recall": 0.08011444921316166
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.9448685326547922,
      "recall": 0.0715307582260372
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.950381679389313,
      "recall": 0.06437768240343347
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.950381679389313,
      "recall": 0.06437768240343347
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9525021204410518,
      "recall": 0.06294706723891273
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9588634435962681,
      "recall": 0.05150214592274678
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9588634435962681,
      "recall": 0.05150214592274678
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.960559796437659,
      "recall": 0.04721030042918455
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9664970313825275,
      "recall": 0.04005722460658083
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9664970313825275,
      "recall": 0.04005722460658083
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9681933842239185,
      "recall": 0.03862660944206009
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9741306191687871,
      "recall": 0.032904148783977114
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9741306191687871,
      "recall": 0.032904148783977114
     },
     {
      "P1": 0.5,
      "closed": 0.9754028837998303,
      "recall": 0.032904148783977114
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.9796437659033079,
      "recall": 0.02861230329041488
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.9796437659033079,
      "recall": 0.02861230329041488
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9809160305343512,
      "recall": 0.027181688125894134
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9847328244274809,
      "recall": 0.020028612303290415
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9847328244274809,
      "recall": 0.020028612303290415
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.9860050890585241,
      "recall": 0.01859799713876967
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9885496183206107,
      "recall": 0.015736766809728183
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9885496183206107,
      "recall": 0.015736766809728183
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9893977947413062,
      "recall": 0.01430615164520744
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9919423240033927,
      "recall": 0.011444921316165951
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9919423240033927,
      "recall": 0.011444921316165951
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9936386768447837,
      "recall": 0.010014306151645207
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9936386768447837,
      "recall": 0.010014306151645207
     },
     {
      "P1": 0.75,
      "closed": 0.9940627650551315,
      "recall": 0.008583690987124463
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9957591178965225,
      "recall": 0.005722460658082976
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9957591178965225,
      "recall": 0.005722460658082976
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.996607294317218,
      "recall": 0.004291845493562232
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9970313825275657,
      "recall": 0.002861230329041488
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.9974554707379135,
      "recall": 0.002861230329041488
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.998303647158609,
      "recall": 0.002861230329041488
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9995759117896522,
      "recall": 0.001430615164520744
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 246.0,
    "AUC_p1": 0.5496113923403385
   },
   "members1": [
    "lgbm0_0",
    "etree0_0",
    "rforest0_0",
    "hgb0_0",
    "mlp0_0",
    "ridge0",
    "knn0",
    "lgbm0_1",
    "etree0_1",
    "rforest0_1",
    "hgb0_1",
    "mlp0_1",
    "ridge1",
    "knn1",
    "lgbm0_2",
    "etree0_2",
    "rforest0_2",
    "hgb0_2",
    "mlp0_2",
    "enet0",
    "knn2",
    "lgbm0_3",
    "etree0_3",
    "rforest0_3",
    "hgb0_3",
    "mlp1_0",
    "enet1",
    "lgbm0_4",
    "etree1_0",
    "rforest1_0",
    "hgb1_0",
    "mlp1_1",
    "lgbm0_5",
    "etree1_1",
    "rforest1_1",
    "hgb1_1",
    "mlp1_2",
    "lgbm1_0",
    "etree1_2",
    "rforest1_2",
    "hgb1_2",
    "lgbm1_1",
    "etree1_3",
    "rforest1_3",
    "hgb1_3",
    "lgbm1_2",
    "lgbm1_3",
    "lgbm1_4",
    "lgbm1_5",
    "lgbm2_0",
    "lgbm2_1",
    "lgbm2_2",
    "lgbm2_3",
    "lgbm2_4",
    "lgbm2_5",
    "lgbm3_0",
    "lgbm3_1",
    "lgbm3_2",
    "lgbm3_3",
    "lgbm3_4"
   ],
   "stage2": {
    "members": [
     "lgbm0_0",
     "etree0_0",
     "rforest0_0",
     "hgb0_0",
     "mlp0_0",
     "ridge0",
     "knn0",
     "lgbm0_1",
     "etree0_1",
     "rforest0_1",
     "hgb0_1",
     "mlp0_1",
     "ridge1",
     "knn1",
     "lgbm0_2",
     "etree0_2",
     "rforest0_2",
     "hgb0_2",
     "mlp0_2",
     "enet0",
     "knn2",
     "lgbm0_3",
     "etree0_3",
     "rforest0_3",
     "hgb0_3",
     "mlp1_0",
     "enet1",
     "lgbm0_4",
     "etree1_0",
     "rforest1_0",
     "hgb1_0",
     "mlp1_1",
     "lgbm0_5",
     "etree1_1",
     "rforest1_1",
     "hgb1_1",
     "mlp1_2",
     "lgbm1_0",
     "etree1_2",
     "rforest1_2",
     "hgb1_2",
     "lgbm1_1",
     "etree1_3",
     "rforest1_3",
     "hgb1_3",
     "lgbm1_2",
     "lgbm1_3",
     "lgbm1_4",
     "lgbm1_5",
     "lgbm2_0",
     "lgbm2_1",
     "lgbm2_2",
     "lgbm2_3",
     "lgbm2_4",
     "lgbm2_5",
     "lgbm3_0",
     "lgbm3_1",
     "lgbm3_2",
     "lgbm3_3",
     "lgbm3_4"
    ],
    "n_train2": 2358,
    "P2": 0.016699999570846558
   },
   "final": {
    "a": 101.0,
    "b": 145.0,
    "c": 145.0,
    "d": 332.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.4105691056910569,
    "POFD": 0.3039832285115304,
    "FAR": 0.5894308943089431,
    "FBI": 1.0,
    "CSI": 0.25831202046035806,
    "SEDI": 0.1570633339783589
   },
   "one_stage": {
    "a": 13.0,
    "b": 7.0,
    "c": 233.0,
    "d": 470.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.052845528455284556,
    "POFD": 0.014675052410901468,
    "FAR": 0.35,
    "FBI": 0.08130081300813008,
    "CSI": 0.05138339920948617,
    "SEDI": 0.18264714488044917
   },
   "AUC_p1": 0.5496113923403385
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.016699999570846558,
      "closed": 0.6963528413910094,
      "recall": 0.3648068669527897
     },
     {
      "P1": 0.0333000011742115,
      "closed": 0.6963528413910094,
      "recall": 0.3648068669527897
     },
     {
      "P1": 0.05000000074505806,
      "closed": 0.7404580152671756,
      "recall": 0.31759656652360513
     },
     {
      "P1": 0.06669999659061432,
      "closed": 0.7985581000848176,
      "recall": 0.25178826895565093
     },
     {
      "P1": 0.08330000191926956,
      "closed": 0.7985581000848176,
      "recall": 0.25178826895565093
     },
     {
      "P1": 0.10000000149011612,
      "closed": 0.8159457167090755,
      "recall": 0.23605150214592274
     },
     {
      "P1": 0.11670000106096268,
      "closed": 0.8460559796437659,
      "recall": 0.20028612303290416
     },
     {
      "P1": 0.13330000638961792,
      "closed": 0.8460559796437659,
      "recall": 0.20028612303290416
     },
     {
      "P1": 0.15000000596046448,
      "closed": 0.8566581849024597,
      "recall": 0.18311874105865522
     },
     {
      "P1": 0.16670000553131104,
      "closed": 0.8693808312128923,
      "recall": 0.1688125894134478
     },
     {
      "P1": 0.18330000340938568,
      "closed": 0.8693808312128923,
      "recall": 0.1688125894134478
     },
     {
      "P1": 0.20000000298023224,
      "closed": 0.8757421543681085,
      "recall": 0.16165951359084407
     },
     {
      "P1": 0.2167000025510788,
      "closed": 0.8863443596268024,
      "recall": 0.15021459227467812
     },
     {
      "P1": 0.23330000042915344,
      "closed": 0.8863443596268024,
      "recall": 0.15021459227467812
     },
     {
      "P1": 0.25,
      "closed": 0.8927056827820187,
      "recall": 0.14878397711015737
     },
     {
      "P1": 0.26669999957084656,
      "closed": 0.9016115351993215,
      "recall": 0.1430615164520744
     },
     {
      "P1": 0.2833000123500824,
      "closed": 0.9016115351993215,
      "recall": 0.1430615164520744
     },
     {
      "P1": 0.30000001192092896,
      "closed": 0.9054283290924512,
      "recall": 0.13590844062947066
     },
     {
      "P1": 0.3167000114917755,
      "closed": 0.9122137404580153,
      "recall": 0.12732474964234622
     },
     {
      "P1": 0.33329999446868896,
      "closed": 0.9122137404580153,
      "recall": 0.12732474964234622
     },
     {
      "P1": 0.3499999940395355,
      "closed": 0.9139100932994063,
      "recall": 0.12589413447782546
     },
     {
      "P1": 0.3666999936103821,
      "closed": 0.9211195928753181,
      "recall": 0.11874105865522175
     },
     {
      "P1": 0.3833000063896179,
      "closed": 0.9211195928753181,
      "recall": 0.11874105865522175
     },
     {
      "P1": 0.4000000059604645,
      "closed": 0.9245122985581001,
      "recall": 0.11444921316165951
     },
     {
      "P1": 0.41670000553131104,
      "closed": 0.9296013570822731,
      "recall": 0.10586552217453506
     },
     {
      "P1": 0.4332999885082245,
      "closed": 0.9296013570822731,
      "recall": 0.10586552217453506
     },
     {
      "P1": 0.44999998807907104,
      "closed": 0.9329940627650551,
      "recall": 0.10157367668097282
     },
     {
      "P1": 0.4666999876499176,
      "closed": 0.9380831212892282,
      "recall": 0.09298998569384835
     },
     {
      "P1": 0.48330000042915344,
      "closed": 0.9380831212892282,
      "recall": 0.09298998569384835
     },
     {
      "P1": 0.5,
      "closed": 0.9414758269720102,
      "recall": 0.08583690987124463
     },
     {
      "P1": 0.516700029373169,
      "closed": 0.950381679389313,
      "recall": 0.07010014306151645
     },
     {
      "P1": 0.53329998254776,
      "closed": 0.950381679389313,
      "recall": 0.07010014306151645
     },
     {
      "P1": 0.550000011920929,
      "closed": 0.9546225614927905,
      "recall": 0.06866952789699571
     },
     {
      "P1": 0.5666999816894531,
      "closed": 0.9614079728583546,
      "recall": 0.058655221745350504
     },
     {
      "P1": 0.583299994468689,
      "closed": 0.9614079728583546,
      "recall": 0.058655221745350504
     },
     {
      "P1": 0.6000000238418579,
      "closed": 0.963952502120441,
      "recall": 0.055793991416309016
     },
     {
      "P1": 0.6166999936103821,
      "closed": 0.9694656488549618,
      "recall": 0.04721030042918455
     },
     {
      "P1": 0.6333000063896179,
      "closed": 0.9694656488549618,
      "recall": 0.04721030042918455
     },
     {
      "P1": 0.6499999761581421,
      "closed": 0.9720101781170484,
      "recall": 0.045779685264663805
     },
     {
      "P1": 0.666700005531311,
      "closed": 0.9741306191687871,
      "recall": 0.04148783977110158
     },
     {
      "P1": 0.6833000183105469,
      "closed": 0.9741306191687871,
      "recall": 0.04148783977110158
     },
     {
      "P1": 0.699999988079071,
      "closed": 0.9758269720101781,
      "recall": 0.04005722460658083
     },
     {
      "P1": 0.71670001745224,
      "closed": 0.9779474130619169,
      "recall": 0.03862660944206009
     },
     {
      "P1": 0.733299970626831,
      "closed": 0.9779474130619169,
      "recall": 0.03862660944206009
     },
     {
      "P1": 0.75,
      "closed": 0.9796437659033079,
      "recall": 0.0357653791130186
     },
     {
      "P1": 0.766700029373169,
      "closed": 0.9838846480067854,
      "recall": 0.02861230329041488
     },
     {
      "P1": 0.78329998254776,
      "closed": 0.9838846480067854,
      "recall": 0.02861230329041488
     },
     {
      "P1": 0.800000011920929,
      "closed": 0.9843087362171332,
      "recall": 0.027181688125894134
     },
     {
      "P1": 0.8166999816894531,
      "closed": 0.9860050890585241,
      "recall": 0.022889842632331903
     },
     {
      "P1": 0.833299994468689,
      "closed": 0.9860050890585241,
      "recall": 0.022889842632331903
     },
     {
      "P1": 0.8500000238418579,
      "closed": 0.9868532654792197,
      "recall": 0.020028612303290415
     },
     {
      "P1": 0.8666999936103821,
      "closed": 0.9889737065309584,
      "recall": 0.017167381974248927
     },
     {
      "P1": 0.8833000063896179,
      "closed": 0.9889737065309584,
      "recall": 0.017167381974248927
     },
     {
      "P1": 0.8999999761581421,
      "closed": 0.989821882951654,
      "recall": 0.017167381974248927
     },
     {
      "P1": 0.916700005531311,
      "closed": 0.991518235793045,
      "recall": 0.01430615164520744
     },
     {
      "P1": 0.9333000183105469,
      "closed": 0.991518235793045,
      "recall": 0.01430615164520744
     },
     {
      "P1": 0.949999988079071,
      "closed": 0.993214588634436,
      "recall": 0.008583690987124463
     },
     {
      "P1": 0.96670001745224,
      "closed": 0.9974554707379135,
      "recall": 0.002861230329041488
     },
     {
      "P1": 0.983299970626831,
      "closed": 0.9974554707379135,
      "recall": 0.002861230329041488
     },
     {
      "P1": 1.0,
      "closed": 0.9978795589482612,
      "recall": 0.002861230329041488
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 246.0,
    "AUC_p1": 0.5619386068074517
   },
   "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": 145.0,
    "c": 139.0,
    "d": 332.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.4349593495934959,
    "POFD": 0.3039832285115304,
    "FAR": 0.5753968253968254,
    "FBI": 1.024390243902439,
    "CSI": 0.27365728900255754,
    "SEDI": 0.19169674173345416
   },
   "one_stage": {
    "a": 25.0,
    "b": 26.0,
    "c": 221.0,
    "d": 451.0,
    "n": 723.0,
    "base": 0.34024896265560167,
    "POD": 0.1016260162601626,
    "POFD": 0.05450733752620545,
    "FAR": 0.5098039215686274,
    "FBI": 0.2073170731707317,
    "CSI": 0.09191176470588236,
    "SEDI": 0.12578319560910142
   },
   "AUC_p1": 0.5619386068074517
  }
 },
 "_meta": {
  "ipoint": 1,
  "point": 513,
  "region": 1,
  "lat": 22.75,
  "lon": 102.5,
  "track": "sd",
  "NMEMBER": 60,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}