{
 "W1": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.45454545454545453,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.38389830508474576,
      "recall": 0.8676923076923077
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.4576271186440678,
      "recall": 0.8092307692307692
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.5402542372881356,
      "recall": 0.7323076923076923
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.5707627118644067,
      "recall": 0.7035897435897436
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.5707627118644067,
      "recall": 0.7035897435897436
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.5957627118644068,
      "recall": 0.6861538461538461
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.6423728813559322,
      "recall": 0.638974358974359
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.6635593220338982,
      "recall": 0.6225641025641026
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.6635593220338982,
      "recall": 0.6225641025641026
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.6843220338983051,
      "recall": 0.5958974358974359
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.7559322033898305,
      "recall": 0.4882051282051282
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.8228813559322034,
      "recall": 0.36
     },
     {
      "P1": 1.0,
      "closed": 0.8228813559322034,
      "recall": 0.36
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 330.0,
    "AUC_p1": 0.8013659320477502
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "ridge0",
    "enet",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "ridge0",
     "enet",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.23080000281333923
   },
   "final": {
    "a": 248.0,
    "b": 99.0,
    "c": 82.0,
    "d": 297.0,
    "n": 726.0,
    "base": 0.45454545454545453,
    "POD": 0.7515151515151515,
    "POFD": 0.25,
    "FAR": 0.28530259365994237,
    "FBI": 1.0515151515151515,
    "CSI": 0.578088578088578,
    "SEDI": 0.6579095292150811
   },
   "one_stage": {
    "a": 228.0,
    "b": 77.0,
    "c": 102.0,
    "d": 319.0,
    "n": 726.0,
    "base": 0.45454545454545453,
    "POD": 0.6909090909090909,
    "POFD": 0.19444444444444445,
    "FAR": 0.25245901639344265,
    "FBI": 0.9242424242424242,
    "CSI": 0.5601965601965602,
    "SEDI": 0.6550782311316229
   },
   "AUC_p1": 0.8013659320477502
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.4389830508474576,
      "recall": 0.8287179487179487
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.4978813559322034,
      "recall": 0.7866666666666666
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.5555084745762712,
      "recall": 0.7302564102564103
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.5741525423728814,
      "recall": 0.7087179487179487
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.5741525423728814,
      "recall": 0.7087179487179487
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.5949152542372882,
      "recall": 0.6851282051282052
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.6389830508474577,
      "recall": 0.6451282051282051
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.6584745762711864,
      "recall": 0.6184615384615385
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.6584745762711864,
      "recall": 0.6184615384615385
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.6826271186440678,
      "recall": 0.5846153846153846
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.7398305084745762,
      "recall": 0.5138461538461538
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.7898305084745763,
      "recall": 0.4235897435897436
     },
     {
      "P1": 1.0,
      "closed": 0.7898305084745763,
      "recall": 0.4235897435897436
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 330.0,
    "AUC_p1": 0.7665174471992654
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "logreg0",
    "logreg1",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "logreg0",
     "logreg1",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.15379999577999115
   },
   "final": {
    "a": 251.0,
    "b": 129.0,
    "c": 79.0,
    "d": 267.0,
    "n": 726.0,
    "base": 0.45454545454545453,
    "POD": 0.7606060606060606,
    "POFD": 0.32575757575757575,
    "FAR": 0.3394736842105263,
    "FBI": 1.1515151515151516,
    "CSI": 0.5468409586056645,
    "SEDI": 0.5850919502478094
   },
   "one_stage": {
    "a": 211.0,
    "b": 76.0,
    "c": 119.0,
    "d": 320.0,
    "n": 726.0,
    "base": 0.45454545454545453,
    "POD": 0.6393939393939394,
    "POFD": 0.1919191919191919,
    "FAR": 0.26480836236933797,
    "FBI": 0.8696969696969697,
    "CSI": 0.5197044334975369,
    "SEDI": 0.6035231801078488
   },
   "AUC_p1": 0.7665174471992654
  }
 },
 "W2": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.36363636363636365,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.5822033898305085,
      "recall": 0.5013333333333333
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.6902542372881356,
      "recall": 0.404
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.7961864406779661,
      "recall": 0.2826666666666667
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8296610169491525,
      "recall": 0.24666666666666667
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8296610169491525,
      "recall": 0.24666666666666667
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.8593220338983051,
      "recall": 0.20933333333333334
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9067796610169492,
      "recall": 0.13733333333333334
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9254237288135593,
      "recall": 0.11466666666666667
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9254237288135593,
      "recall": 0.11466666666666667
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9461864406779661,
      "recall": 0.08933333333333333
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9703389830508474,
      "recall": 0.050666666666666665
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9864406779661017,
      "recall": 0.024
     },
     {
      "P1": 1.0,
      "closed": 0.9864406779661017,
      "recall": 0.024
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 264.0,
    "AUC_p1": 0.6046258034894398
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "ridge0",
    "enet",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "ridge0",
     "enet",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 143.0,
    "b": 172.0,
    "c": 121.0,
    "d": 290.0,
    "n": 726.0,
    "base": 0.36363636363636365,
    "POD": 0.5416666666666666,
    "POFD": 0.3722943722943723,
    "FAR": 0.546031746031746,
    "FBI": 1.1931818181818181,
    "CSI": 0.32798165137614677,
    "SEDI": 0.24216238640804405
   },
   "one_stage": {
    "a": 52.0,
    "b": 43.0,
    "c": 212.0,
    "d": 419.0,
    "n": 726.0,
    "base": 0.36363636363636365,
    "POD": 0.19696969696969696,
    "POFD": 0.09307359307359307,
    "FAR": 0.45263157894736844,
    "FBI": 0.35984848484848486,
    "CSI": 0.16938110749185667,
    "SEDI": 0.20187734427102477
   },
   "AUC_p1": 0.6046258034894398
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.603813559322034,
      "recall": 0.47333333333333333
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.6927966101694916,
      "recall": 0.39066666666666666
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.7885593220338983,
      "recall": 0.276
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8173728813559322,
      "recall": 0.248
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8173728813559322,
      "recall": 0.248
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.840677966101695,
      "recall": 0.22266666666666668
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.8843220338983051,
      "recall": 0.17733333333333334
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9,
      "recall": 0.15866666666666668
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9,
      "recall": 0.15866666666666668
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9139830508474576,
      "recall": 0.13333333333333333
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9461864406779661,
      "recall": 0.08266666666666667
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9677966101694915,
      "recall": 0.050666666666666665
     },
     {
      "P1": 1.0,
      "closed": 0.9677966101694915,
      "recall": 0.050666666666666665
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 264.0,
    "AUC_p1": 0.6116932310114128
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "logreg0",
    "logreg1",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "logreg0",
     "logreg1",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 139.0,
    "b": 149.0,
    "c": 125.0,
    "d": 313.0,
    "n": 726.0,
    "base": 0.36363636363636365,
    "POD": 0.5265151515151515,
    "POFD": 0.3225108225108225,
    "FAR": 0.5173611111111112,
    "FBI": 1.0909090909090908,
    "CSI": 0.3365617433414044,
    "SEDI": 0.29154316220785015
   },
   "one_stage": {
    "a": 53.0,
    "b": 43.0,
    "c": 211.0,
    "d": 419.0,
    "n": 726.0,
    "base": 0.36363636363636365,
    "POD": 0.20075757575757575,
    "POFD": 0.09307359307359307,
    "FAR": 0.4479166666666667,
    "FBI": 0.36363636363636365,
    "CSI": 0.17263843648208468,
    "SEDI": 0.20807642088612674
   },
   "AUC_p1": 0.6116932310114128
  }
 },
 "W3": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.3581267217630854,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.639406779661017,
      "recall": 0.3604336043360434
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7576271186440677,
      "recall": 0.22899728997289973
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8665254237288136,
      "recall": 0.12466124661246612
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9021186440677966,
      "recall": 0.08807588075880758
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9021186440677966,
      "recall": 0.08807588075880758
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9279661016949152,
      "recall": 0.06775067750677506
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9639830508474576,
      "recall": 0.02710027100271003
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.976271186440678,
      "recall": 0.012195121951219513
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.976271186440678,
      "recall": 0.012195121951219513
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9843220338983051,
      "recall": 0.009485094850948509
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.997457627118644,
      "recall": 0.0013550135501355014
     },
     {
      "P1": 0.9230999946594238,
      "closed": 1.0,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 260.0,
    "AUC_p1": 0.47328738857708813
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "ridge0",
    "enet",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "ridge0",
     "enet",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 100.0,
    "b": 186.0,
    "c": 160.0,
    "d": 280.0,
    "n": 726.0,
    "base": 0.3581267217630854,
    "POD": 0.38461538461538464,
    "POFD": 0.39914163090128757,
    "FAR": 0.6503496503496503,
    "FBI": 1.1,
    "CSI": 0.2242152466367713,
    "SEDI": -0.02124914493073577
   },
   "one_stage": {
    "a": 14.0,
    "b": 29.0,
    "c": 246.0,
    "d": 437.0,
    "n": 726.0,
    "base": 0.3581267217630854,
    "POD": 0.05384615384615385,
    "POFD": 0.06223175965665236,
    "FAR": 0.6744186046511628,
    "FBI": 0.16538461538461538,
    "CSI": 0.04844290657439446,
    "SEDI": -0.0264066279044485
   },
   "AUC_p1": 0.47328738857708813
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.638135593220339,
      "recall": 0.35636856368563685
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7521186440677966,
      "recall": 0.22764227642276422
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8491525423728814,
      "recall": 0.12330623306233063
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8728813559322034,
      "recall": 0.10975609756097561
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8728813559322034,
      "recall": 0.10975609756097561
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.8953389830508475,
      "recall": 0.09349593495934959
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9427966101694916,
      "recall": 0.05555555555555555
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9555084745762712,
      "recall": 0.04200542005420054
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9555084745762712,
      "recall": 0.04200542005420054
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9694915254237289,
      "recall": 0.028455284552845527
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9936440677966102,
      "recall": 0.006775067750677507
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9953389830508474,
      "recall": 0.006775067750677507
     },
     {
      "P1": 1.0,
      "closed": 0.9953389830508474,
      "recall": 0.006775067750677507
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 260.0,
    "AUC_p1": 0.4986959392538792
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "logreg0",
    "logreg1",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "logreg0",
     "logreg1",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 92.0,
    "b": 145.0,
    "c": 168.0,
    "d": 321.0,
    "n": 726.0,
    "base": 0.3581267217630854,
    "POD": 0.35384615384615387,
    "POFD": 0.3111587982832618,
    "FAR": 0.6118143459915611,
    "FBI": 0.9115384615384615,
    "CSI": 0.2271604938271605,
    "SEDI": 0.06384094587039557
   },
   "one_stage": {
    "a": 11.0,
    "b": 31.0,
    "c": 249.0,
    "d": 435.0,
    "n": 726.0,
    "base": 0.3581267217630854,
    "POD": 0.04230769230769231,
    "POFD": 0.06652360515021459,
    "FAR": 0.7380952380952381,
    "FBI": 0.16153846153846155,
    "CSI": 0.037800687285223365,
    "SEDI": -0.07989883916480839
   },
   "AUC_p1": 0.4986959392538792
  }
 },
 "W4": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.3608815426997245,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6097457627118644,
      "recall": 0.38274932614555257
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7444915254237288,
      "recall": 0.25336927223719674
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.860593220338983,
      "recall": 0.14150943396226415
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.896186440677966,
      "recall": 0.10242587601078167
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.896186440677966,
      "recall": 0.10242587601078167
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9233050847457627,
      "recall": 0.08086253369272237
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9677966101694915,
      "recall": 0.03099730458221024
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9783898305084746,
      "recall": 0.02425876010781671
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9783898305084746,
      "recall": 0.02425876010781671
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9843220338983051,
      "recall": 0.016172506738544475
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9949152542372881,
      "recall": 0.004043126684636119
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.997457627118644,
      "recall": 0.004043126684636119
     },
     {
      "P1": 1.0,
      "closed": 0.997457627118644,
      "recall": 0.004043126684636119
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 262.0,
    "AUC_p1": 0.49689885496183206
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "ridge0",
    "enet",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "ridge0",
     "enet",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 76.0,
    "b": 138.0,
    "c": 186.0,
    "d": 326.0,
    "n": 726.0,
    "base": 0.3608815426997245,
    "POD": 0.2900763358778626,
    "POFD": 0.2974137931034483,
    "FAR": 0.6448598130841121,
    "FBI": 0.816793893129771,
    "CSI": 0.19,
    "SEDI": -0.011243350910189815
   },
   "one_stage": {
    "a": 5.0,
    "b": 12.0,
    "c": 257.0,
    "d": 452.0,
    "n": 726.0,
    "base": 0.3608815426997245,
    "POD": 0.019083969465648856,
    "POFD": 0.02586206896551724,
    "FAR": 0.7058823529411765,
    "FBI": 0.0648854961832061,
    "CSI": 0.01824817518248175,
    "SEDI": -0.040586006373755486
   },
   "AUC_p1": 0.49689885496183206
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6491525423728813,
      "recall": 0.3423180592991914
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7457627118644068,
      "recall": 0.24528301886792453
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8385593220338983,
      "recall": 0.16981132075471697
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8707627118644068,
      "recall": 0.1307277628032345
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8707627118644068,
      "recall": 0.1307277628032345
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.8919491525423728,
      "recall": 0.1091644204851752
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9516949152542373,
      "recall": 0.0444743935309973
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9661016949152542,
      "recall": 0.02830188679245283
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9661016949152542,
      "recall": 0.02830188679245283
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.976271186440678,
      "recall": 0.02021563342318059
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9911016949152542,
      "recall": 0.006738544474393531
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9953389830508474,
      "recall": 0.0026954177897574125
     },
     {
      "P1": 1.0,
      "closed": 0.9953389830508474,
      "recall": 0.0026954177897574125
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 262.0,
    "AUC_p1": 0.48101474072124245
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "logreg0",
    "logreg1",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "logreg0",
     "logreg1",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 56.0,
    "b": 103.0,
    "c": 206.0,
    "d": 361.0,
    "n": 726.0,
    "base": 0.3608815426997245,
    "POD": 0.21374045801526717,
    "POFD": 0.22198275862068967,
    "FAR": 0.6477987421383647,
    "FBI": 0.6068702290076335,
    "CSI": 0.15342465753424658,
    "SEDI": -0.013666852026520392
   },
   "one_stage": {
    "a": 6.0,
    "b": 17.0,
    "c": 256.0,
    "d": 447.0,
    "n": 726.0,
    "base": 0.3608815426997245,
    "POD": 0.022900763358778626,
    "POFD": 0.036637931034482756,
    "FAR": 0.7391304347826086,
    "FBI": 0.08778625954198473,
    "CSI": 0.021505376344086023,
    "SEDI": -0.06776171826633268
   },
   "AUC_p1": 0.48101474072124245
  }
 },
 "W5": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.37327823691460055,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6266949152542373,
      "recall": 0.3293963254593176
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.752542372881356,
      "recall": 0.19816272965879264
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8677966101694915,
      "recall": 0.1010498687664042
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8991525423728813,
      "recall": 0.07217847769028872
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8991525423728813,
      "recall": 0.07217847769028872
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9245762711864407,
      "recall": 0.047244094488188976
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9661016949152542,
      "recall": 0.02230971128608924
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.978813559322034,
      "recall": 0.015748031496062992
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.978813559322034,
      "recall": 0.015748031496062992
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.988135593220339,
      "recall": 0.009186351706036745
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9970338983050847,
      "recall": 0.0013123359580052493
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9987288135593221,
      "recall": 0.0
     },
     {
      "P1": 1.0,
      "closed": 0.9987288135593221,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 271.0,
    "AUC_p1": 0.4560115161591176
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "ridge0",
    "enet",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "ridge0",
     "enet",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 89.0,
    "b": 175.0,
    "c": 182.0,
    "d": 280.0,
    "n": 726.0,
    "base": 0.37327823691460055,
    "POD": 0.3284132841328413,
    "POFD": 0.38461538461538464,
    "FAR": 0.6628787878787878,
    "FBI": 0.974169741697417,
    "CSI": 0.19955156950672645,
    "SEDI": -0.08310151645847742
   },
   "one_stage": {
    "a": 7.0,
    "b": 23.0,
    "c": 264.0,
    "d": 432.0,
    "n": 726.0,
    "base": 0.37327823691460055,
    "POD": 0.025830258302583026,
    "POFD": 0.05054945054945055,
    "FAR": 0.7666666666666667,
    "FBI": 0.11070110701107011,
    "CSI": 0.023809523809523808,
    "SEDI": -0.10375086159607795
   },
   "AUC_p1": 0.4560115161591176
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6711864406779662,
      "recall": 0.2979002624671916
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7694915254237288,
      "recall": 0.1994750656167979
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8508474576271187,
      "recall": 0.12467191601049869
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8783898305084745,
      "recall": 0.09973753280839895
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8783898305084745,
      "recall": 0.09973753280839895
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9029661016949153,
      "recall": 0.07611548556430446
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9567796610169491,
      "recall": 0.03543307086614173
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.972457627118644,
      "recall": 0.02099737532808399
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.972457627118644,
      "recall": 0.02099737532808399
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9817796610169491,
      "recall": 0.01837270341207349
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9932203389830508,
      "recall": 0.006561679790026247
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9970338983050847,
      "recall": 0.0026246719160104987
     },
     {
      "P1": 1.0,
      "closed": 0.9970338983050847,
      "recall": 0.0026246719160104987
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 271.0,
    "AUC_p1": 0.4944284497790033
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "logreg0",
    "logreg1",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "logreg0",
     "logreg1",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 81.0,
    "b": 142.0,
    "c": 190.0,
    "d": 313.0,
    "n": 726.0,
    "base": 0.37327823691460055,
    "POD": 0.2988929889298893,
    "POFD": 0.3120879120879121,
    "FAR": 0.6367713004484304,
    "FBI": 0.8228782287822878,
    "CSI": 0.19612590799031476,
    "SEDI": -0.02005552601970171
   },
   "one_stage": {
    "a": 3.0,
    "b": 24.0,
    "c": 268.0,
    "d": 431.0,
    "n": 726.0,
    "base": 0.37327823691460055,
    "POD": 0.01107011070110701,
    "POFD": 0.05274725274725275,
    "FAR": 0.8888888888888888,
    "FBI": 0.0996309963099631,
    "CSI": 0.010169491525423728,
    "SEDI": -0.21359408933001875
   },
   "AUC_p1": 0.4944284497790033
  }
 },
 "W6": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.3746556473829201,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6610169491525424,
      "recall": 0.3310810810810811
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7788135593220339,
      "recall": 0.21216216216216216
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8830508474576271,
      "recall": 0.10135135135135136
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9118644067796611,
      "recall": 0.07297297297297298
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9118644067796611,
      "recall": 0.07297297297297298
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.934322033898305,
      "recall": 0.051351351351351354
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9661016949152542,
      "recall": 0.021621621621621623
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9775423728813559,
      "recall": 0.014864864864864866
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9775423728813559,
      "recall": 0.014864864864864866
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.985593220338983,
      "recall": 0.006756756756756757
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9919491525423729,
      "recall": 0.005405405405405406
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9987288135593221,
      "recall": 0.0013513513513513514
     },
     {
      "P1": 1.0,
      "closed": 0.9987288135593221,
      "recall": 0.0013513513513513514
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 272.0,
    "AUC_p1": 0.4913392394402695
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "ridge0",
    "enet",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "ridge0",
     "enet",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 95.0,
    "b": 181.0,
    "c": 177.0,
    "d": 273.0,
    "n": 726.0,
    "base": 0.3746556473829201,
    "POD": 0.3492647058823529,
    "POFD": 0.3986784140969163,
    "FAR": 0.6557971014492754,
    "FBI": 1.0147058823529411,
    "CSI": 0.2097130242825607,
    "SEDI": -0.07261593701928078
   },
   "one_stage": {
    "a": 6.0,
    "b": 22.0,
    "c": 266.0,
    "d": 432.0,
    "n": 726.0,
    "base": 0.3746556473829201,
    "POD": 0.022058823529411766,
    "POFD": 0.048458149779735685,
    "FAR": 0.7857142857142857,
    "FBI": 0.10294117647058823,
    "CSI": 0.02040816326530612,
    "SEDI": -0.11779906032265126
   },
   "AUC_p1": 0.4913392394402695
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.7377118644067797,
      "recall": 0.2594594594594595
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.8148305084745763,
      "recall": 0.17432432432432432
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8851694915254238,
      "recall": 0.10810810810810811
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9101694915254237,
      "recall": 0.08513513513513514
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9101694915254237,
      "recall": 0.08513513513513514
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9326271186440678,
      "recall": 0.060810810810810814
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9728813559322034,
      "recall": 0.02027027027027027
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9809322033898306,
      "recall": 0.01756756756756757
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9809322033898306,
      "recall": 0.01756756756756757
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9860169491525423,
      "recall": 0.012162162162162163
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9932203389830508,
      "recall": 0.004054054054054054
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9961864406779661,
      "recall": 0.004054054054054054
     },
     {
      "P1": 1.0,
      "closed": 0.9961864406779661,
      "recall": 0.004054054054054054
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 272.0,
    "AUC_p1": 0.48956173879243325
   },
   "members1": [
    "lgbm0",
    "lgbm1",
    "lgbm2",
    "lgbm3",
    "etree0",
    "rforest0",
    "hgb0",
    "hgb1",
    "mlp0",
    "mlp1",
    "logreg0",
    "logreg1",
    "knn0"
   ],
   "stage2": {
    "members": [
     "lgbm0",
     "lgbm1",
     "lgbm2",
     "lgbm3",
     "etree0",
     "rforest0",
     "hgb0",
     "hgb1",
     "mlp0",
     "mlp1",
     "logreg0",
     "logreg1",
     "knn0"
    ],
    "n_train2": 2360,
    "P2": 0.07689999788999557
   },
   "final": {
    "a": 84.0,
    "b": 157.0,
    "c": 188.0,
    "d": 297.0,
    "n": 726.0,
    "base": 0.3746556473829201,
    "POD": 0.3088235294117647,
    "POFD": 0.3458149779735683,
    "FAR": 0.6514522821576764,
    "FBI": 0.8860294117647058,
    "CSI": 0.1958041958041958,
    "SEDI": -0.055481075906281846
   },
   "one_stage": {
    "a": 10.0,
    "b": 15.0,
    "c": 262.0,
    "d": 439.0,
    "n": 726.0,
    "base": 0.3746556473829201,
    "POD": 0.03676470588235294,
    "POFD": 0.03303964757709251,
    "FAR": 0.6,
    "FBI": 0.09191176470588236,
    "CSI": 0.03484320557491289,
    "SEDI": 0.01631553528390641
   },
   "AUC_p1": 0.48956173879243325
  }
 },
 "_meta": {
  "ipoint": 9,
  "point": 256,
  "region": 4,
  "lat": 16.0,
  "lon": 107.25,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}