{
 "W1": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.46005509641873277,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.43432203389830504,
      "recall": 0.8109289617486338
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.525,
      "recall": 0.7595628415300546
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.6110169491525423,
      "recall": 0.6743169398907104
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.6313559322033898,
      "recall": 0.6546448087431694
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.6313559322033898,
      "recall": 0.6546448087431694
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.6588983050847458,
      "recall": 0.6229508196721312
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.6991525423728814,
      "recall": 0.571584699453552
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.7233050847457627,
      "recall": 0.5355191256830601
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.7233050847457627,
      "recall": 0.5355191256830601
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.748728813559322,
      "recall": 0.4961748633879781
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.8182203389830509,
      "recall": 0.3814207650273224
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.8834745762711864,
      "recall": 0.2502732240437158
     },
     {
      "P1": 1.0,
      "closed": 0.8834745762711864,
      "recall": 0.2502732240437158
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 334.0,
    "AUC_p1": 0.8303647806427961
   },
   "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": 0.15379999577999115
   },
   "final": {
    "a": 273.0,
    "b": 108.0,
    "c": 61.0,
    "d": 284.0,
    "n": 726.0,
    "base": 0.46005509641873277,
    "POD": 0.8173652694610778,
    "POFD": 0.2755102040816326,
    "FAR": 0.28346456692913385,
    "FBI": 1.1407185628742516,
    "CSI": 0.6176470588235294,
    "SEDI": 0.701734172670103
   },
   "one_stage": {
    "a": 233.0,
    "b": 57.0,
    "c": 101.0,
    "d": 335.0,
    "n": 726.0,
    "base": 0.46005509641873277,
    "POD": 0.6976047904191617,
    "POFD": 0.14540816326530612,
    "FAR": 0.19655172413793104,
    "FBI": 0.8682634730538922,
    "CSI": 0.5959079283887468,
    "SEDI": 0.7159199046404885
   },
   "AUC_p1": 0.8303647806427961
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.46355932203389827,
      "recall": 0.8
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.5334745762711864,
      "recall": 0.7508196721311475
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.6186440677966102,
      "recall": 0.6546448087431694
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.6491525423728813,
      "recall": 0.6153005464480874
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.6491525423728813,
      "recall": 0.6153005464480874
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.6652542372881356,
      "recall": 0.5989071038251366
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.7029661016949152,
      "recall": 0.5650273224043716
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.7207627118644068,
      "recall": 0.5442622950819672
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.7207627118644068,
      "recall": 0.5442622950819672
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.7436440677966102,
      "recall": 0.5136612021857924
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.8059322033898305,
      "recall": 0.4163934426229508
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.8610169491525423,
      "recall": 0.30601092896174864
     },
     {
      "P1": 1.0,
      "closed": 0.8610169491525423,
      "recall": 0.30601092896174864
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 334.0,
    "AUC_p1": 0.8364177257729439
   },
   "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": 273.0,
    "b": 100.0,
    "c": 61.0,
    "d": 292.0,
    "n": 726.0,
    "base": 0.46005509641873277,
    "POD": 0.8173652694610778,
    "POFD": 0.25510204081632654,
    "FAR": 0.2680965147453083,
    "FBI": 1.1167664670658684,
    "CSI": 0.6290322580645161,
    "SEDI": 0.7214471753727498
   },
   "one_stage": {
    "a": 221.0,
    "b": 49.0,
    "c": 113.0,
    "d": 343.0,
    "n": 726.0,
    "base": 0.46005509641873277,
    "POD": 0.6616766467065869,
    "POFD": 0.125,
    "FAR": 0.1814814814814815,
    "FBI": 0.8083832335329342,
    "CSI": 0.577023498694517,
    "SEDI": 0.7053621393233409
   },
   "AUC_p1": 0.8364177257729439
  }
 },
 "W2": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.3484848484848485,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.673728813559322,
      "recall": 0.42052023121387283
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7805084745762711,
      "recall": 0.2947976878612717
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8741525423728813,
      "recall": 0.16907514450867053
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8974576271186441,
      "recall": 0.13872832369942195
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8974576271186441,
      "recall": 0.13872832369942195
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9156779661016949,
      "recall": 0.11416184971098266
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9440677966101695,
      "recall": 0.07803468208092486
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9580508474576271,
      "recall": 0.059248554913294796
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9580508474576271,
      "recall": 0.059248554913294796
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9661016949152542,
      "recall": 0.044797687861271675
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9830508474576272,
      "recall": 0.02745664739884393
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9906779661016949,
      "recall": 0.011560693641618497
     },
     {
      "P1": 1.0,
      "closed": 0.9906779661016949,
      "recall": 0.011560693641618497
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.613884966031303
   },
   "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": 108.0,
    "b": 122.0,
    "c": 145.0,
    "d": 351.0,
    "n": 726.0,
    "base": 0.3484848484848485,
    "POD": 0.4268774703557312,
    "POFD": 0.25792811839323465,
    "FAR": 0.5304347826086957,
    "FBI": 0.9090909090909091,
    "CSI": 0.288,
    "SEDI": 0.2489671974970579
   },
   "one_stage": {
    "a": 44.0,
    "b": 27.0,
    "c": 209.0,
    "d": 446.0,
    "n": 726.0,
    "base": 0.3484848484848485,
    "POD": 0.17391304347826086,
    "POFD": 0.05708245243128964,
    "FAR": 0.38028169014084506,
    "FBI": 0.28063241106719367,
    "CSI": 0.15714285714285714,
    "SEDI": 0.25632725629623065
   },
   "AUC_p1": 0.613884966031303
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6567796610169492,
      "recall": 0.4725433526011561
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7364406779661017,
      "recall": 0.3713872832369942
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8152542372881356,
      "recall": 0.2774566473988439
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.840677966101695,
      "recall": 0.23699421965317918
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.840677966101695,
      "recall": 0.23699421965317918
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.8597457627118644,
      "recall": 0.2138728323699422
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9076271186440678,
      "recall": 0.15028901734104047
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9216101694915254,
      "recall": 0.1329479768786127
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9216101694915254,
      "recall": 0.1329479768786127
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9364406779661016,
      "recall": 0.1069364161849711
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9686440677966102,
      "recall": 0.05635838150289017
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9783898305084746,
      "recall": 0.031791907514450865
     },
     {
      "P1": 1.0,
      "closed": 0.9783898305084746,
      "recall": 0.031791907514450865
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 253.0,
    "AUC_p1": 0.6165924341308108
   },
   "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": 115.0,
    "b": 130.0,
    "c": 138.0,
    "d": 343.0,
    "n": 726.0,
    "base": 0.3484848484848485,
    "POD": 0.45454545454545453,
    "POFD": 0.2748414376321353,
    "FAR": 0.5306122448979592,
    "FBI": 0.9683794466403162,
    "CSI": 0.3002610966057441,
    "SEDI": 0.26196822981799384
   },
   "one_stage": {
    "a": 56.0,
    "b": 46.0,
    "c": 197.0,
    "d": 427.0,
    "n": 726.0,
    "base": 0.3484848484848485,
    "POD": 0.22134387351778656,
    "POFD": 0.09725158562367865,
    "FAR": 0.45098039215686275,
    "FBI": 0.4031620553359684,
    "CSI": 0.18729096989966554,
    "SEDI": 0.23151828745986547
   },
   "AUC_p1": 0.6165924341308108
  }
 },
 "W3": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.3443526170798898,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.7258474576271187,
      "recall": 0.30131004366812225
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.8377118644067797,
      "recall": 0.16739446870451238
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.9203389830508475,
      "recall": 0.07278020378457059
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9389830508474576,
      "recall": 0.05240174672489083
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9389830508474576,
      "recall": 0.05240174672489083
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9538135593220339,
      "recall": 0.03784570596797671
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9796610169491525,
      "recall": 0.01455604075691412
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.985593220338983,
      "recall": 0.011644832605531296
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.985593220338983,
      "recall": 0.011644832605531296
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9915254237288136,
      "recall": 0.00727802037845706
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9957627118644068,
      "recall": 0.004366812227074236
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9983050847457627,
      "recall": 0.001455604075691412
     },
     {
      "P1": 1.0,
      "closed": 0.9983050847457627,
      "recall": 0.001455604075691412
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 250.0,
    "AUC_p1": 0.5385672268907563
   },
   "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": 92.0,
    "b": 134.0,
    "c": 158.0,
    "d": 342.0,
    "n": 726.0,
    "base": 0.3443526170798898,
    "POD": 0.368,
    "POFD": 0.2815126050420168,
    "FAR": 0.5929203539823009,
    "FBI": 0.904,
    "CSI": 0.23958333333333334,
    "SEDI": 0.1296042950794644
   },
   "one_stage": {
    "a": 15.0,
    "b": 17.0,
    "c": 235.0,
    "d": 459.0,
    "n": 726.0,
    "base": 0.3443526170798898,
    "POD": 0.06,
    "POFD": 0.03571428571428571,
    "FAR": 0.53125,
    "FBI": 0.128,
    "CSI": 0.056179775280898875,
    "SEDI": 0.08717391218776584
   },
   "AUC_p1": 0.5385672268907563
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.7029661016949152,
      "recall": 0.33770014556040756
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.785593220338983,
      "recall": 0.26346433770014555
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8665254237288136,
      "recall": 0.16593886462882096
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8919491525423728,
      "recall": 0.13537117903930132
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8919491525423728,
      "recall": 0.13537117903930132
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9122881355932203,
      "recall": 0.10480349344978165
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9538135593220339,
      "recall": 0.046579330422125184
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9703389830508474,
      "recall": 0.02911208151382824
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9703389830508474,
      "recall": 0.02911208151382824
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9822033898305085,
      "recall": 0.018922852983988356
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9915254237288136,
      "recall": 0.008733624454148471
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9966101694915255,
      "recall": 0.002911208151382824
     },
     {
      "P1": 1.0,
      "closed": 0.9966101694915255,
      "recall": 0.002911208151382824
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 250.0,
    "AUC_p1": 0.581609243697479
   },
   "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": 101.0,
    "b": 131.0,
    "c": 149.0,
    "d": 345.0,
    "n": 726.0,
    "base": 0.3443526170798898,
    "POD": 0.404,
    "POFD": 0.27521008403361347,
    "FAR": 0.5646551724137931,
    "FBI": 0.928,
    "CSI": 0.2650918635170604,
    "SEDI": 0.19088637797300326
   },
   "one_stage": {
    "a": 19.0,
    "b": 27.0,
    "c": 231.0,
    "d": 449.0,
    "n": 726.0,
    "base": 0.3443526170798898,
    "POD": 0.076,
    "POFD": 0.05672268907563025,
    "FAR": 0.5869565217391305,
    "FBI": 0.184,
    "CSI": 0.06859205776173286,
    "SEDI": 0.05608971795360951
   },
   "AUC_p1": 0.581609243697479
  }
 },
 "W4": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.3415977961432507,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6711864406779662,
      "recall": 0.3850574712643678
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7898305084745763,
      "recall": 0.24856321839080459
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8864406779661017,
      "recall": 0.16091954022988506
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9127118644067796,
      "recall": 0.12643678160919541
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9127118644067796,
      "recall": 0.12643678160919541
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9364406779661016,
      "recall": 0.08764367816091954
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9720338983050848,
      "recall": 0.04310344827586207
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9822033898305085,
      "recall": 0.031609195402298854
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9822033898305085,
      "recall": 0.031609195402298854
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.989406779661017,
      "recall": 0.01867816091954023
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.997457627118644,
      "recall": 0.0028735632183908046
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9995762711864407,
      "recall": 0.0
     },
     {
      "P1": 1.0,
      "closed": 0.9995762711864407,
      "recall": 0.0
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 248.0,
    "AUC_p1": 0.5326714131461736
   },
   "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": 83.0,
    "b": 111.0,
    "c": 165.0,
    "d": 367.0,
    "n": 726.0,
    "base": 0.3415977961432507,
    "POD": 0.3346774193548387,
    "POFD": 0.23221757322175732,
    "FAR": 0.5721649484536082,
    "FBI": 0.782258064516129,
    "CSI": 0.23119777158774374,
    "SEDI": 0.15767624918126796
   },
   "one_stage": {
    "a": 14.0,
    "b": 18.0,
    "c": 234.0,
    "d": 460.0,
    "n": 726.0,
    "base": 0.3415977961432507,
    "POD": 0.056451612903225805,
    "POFD": 0.03765690376569038,
    "FAR": 0.5625,
    "FBI": 0.12903225806451613,
    "CSI": 0.05263157894736842,
    "SEDI": 0.06793343978143836
   },
   "AUC_p1": 0.5326714131461736
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.6940677966101695,
      "recall": 0.35344827586206895
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.7783898305084745,
      "recall": 0.25862068965517243
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8529661016949153,
      "recall": 0.1810344827586207
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.8805084745762712,
      "recall": 0.15804597701149425
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.8805084745762712,
      "recall": 0.15804597701149425
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9012711864406779,
      "recall": 0.125
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9504237288135593,
      "recall": 0.06465517241379311
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9648305084745763,
      "recall": 0.04741379310344827
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9648305084745763,
      "recall": 0.04741379310344827
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9766949152542372,
      "recall": 0.031609195402298854
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9906779661016949,
      "recall": 0.011494252873563218
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9940677966101695,
      "recall": 0.004310344827586207
     },
     {
      "P1": 1.0,
      "closed": 0.9940677966101695,
      "recall": 0.004310344827586207
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 248.0,
    "AUC_p1": 0.563689431772169
   },
   "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": 95.0,
    "b": 120.0,
    "c": 153.0,
    "d": 358.0,
    "n": 726.0,
    "base": 0.3415977961432507,
    "POD": 0.38306451612903225,
    "POFD": 0.2510460251046025,
    "FAR": 0.5581395348837209,
    "FBI": 0.8669354838709677,
    "CSI": 0.25815217391304346,
    "SEDI": 0.19798709257100916
   },
   "one_stage": {
    "a": 25.0,
    "b": 31.0,
    "c": 223.0,
    "d": 447.0,
    "n": 726.0,
    "base": 0.3415977961432507,
    "POD": 0.10080645161290322,
    "POFD": 0.06485355648535565,
    "FAR": 0.5535714285714286,
    "FBI": 0.22580645161290322,
    "CSI": 0.08960573476702509,
    "SEDI": 0.09229879430326383
   },
   "AUC_p1": 0.563689431772169
  }
 },
 "W5": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.34573002754820936,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.736864406779661,
      "recall": 0.3045325779036827
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.8432203389830508,
      "recall": 0.17705382436260622
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.9122881355932203,
      "recall": 0.10339943342776203
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.940677966101695,
      "recall": 0.07365439093484419
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.940677966101695,
      "recall": 0.07365439093484419
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9559322033898305,
      "recall": 0.056657223796033995
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9813559322033898,
      "recall": 0.024079320113314446
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9864406779661017,
      "recall": 0.015580736543909348
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9864406779661017,
      "recall": 0.015580736543909348
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9902542372881356,
      "recall": 0.009915014164305949
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9949152542372881,
      "recall": 0.007082152974504249
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9978813559322034,
      "recall": 0.00141643059490085
     },
     {
      "P1": 1.0,
      "closed": 0.9978813559322034,
      "recall": 0.00141643059490085
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 251.0,
    "AUC_p1": 0.5504130845040889
   },
   "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": 85.0,
    "b": 116.0,
    "c": 166.0,
    "d": 359.0,
    "n": 726.0,
    "base": 0.34573002754820936,
    "POD": 0.3386454183266932,
    "POFD": 0.24421052631578946,
    "FAR": 0.5771144278606966,
    "FBI": 0.8007968127490039,
    "CSI": 0.23160762942779292,
    "SEDI": 0.14450659057713344
   },
   "one_stage": {
    "a": 10.0,
    "b": 9.0,
    "c": 241.0,
    "d": 466.0,
    "n": 726.0,
    "base": 0.34573002754820936,
    "POD": 0.0398406374501992,
    "POFD": 0.018947368421052633,
    "FAR": 0.47368421052631576,
    "FBI": 0.07569721115537849,
    "CSI": 0.038461538461538464,
    "SEDI": 0.1055009385886396
   },
   "AUC_p1": 0.5504130845040889
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.7004237288135593,
      "recall": 0.3413597733711048
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.777542372881356,
      "recall": 0.2535410764872521
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8682203389830508,
      "recall": 0.15155807365439095
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.898728813559322,
      "recall": 0.12606232294617564
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.898728813559322,
      "recall": 0.12606232294617564
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9148305084745763,
      "recall": 0.10906515580736544
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9559322033898305,
      "recall": 0.059490084985835696
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9733050847457627,
      "recall": 0.042492917847025496
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9733050847457627,
      "recall": 0.042492917847025496
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9809322033898306,
      "recall": 0.029745042492917848
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9944915254237288,
      "recall": 0.009915014164305949
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9983050847457627,
      "recall": 0.0028328611898017
     },
     {
      "P1": 1.0,
      "closed": 0.9983050847457627,
      "recall": 0.0028328611898017
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 251.0,
    "AUC_p1": 0.5841014887817152
   },
   "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": 96.0,
    "b": 98.0,
    "c": 155.0,
    "d": 377.0,
    "n": 726.0,
    "base": 0.34573002754820936,
    "POD": 0.38247011952191234,
    "POFD": 0.2063157894736842,
    "FAR": 0.5051546391752577,
    "FBI": 0.7729083665338645,
    "CSI": 0.27507163323782235,
    "SEDI": 0.2669293058165621
   },
   "one_stage": {
    "a": 17.0,
    "b": 18.0,
    "c": 234.0,
    "d": 457.0,
    "n": 726.0,
    "base": 0.34573002754820936,
    "POD": 0.06772908366533864,
    "POFD": 0.037894736842105266,
    "FAR": 0.5142857142857142,
    "FBI": 0.1394422310756972,
    "CSI": 0.06319702602230483,
    "SEDI": 0.10079178741137876
   },
   "AUC_p1": 0.5841014887817152
  }
 },
 "W6": {
  "n_train": 2360,
  "n_valid": 726,
  "n_feat": 72,
  "base": 0.33884297520661155,
  "reg": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.7580508474576271,
      "recall": 0.3024251069900143
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.8504237288135593,
      "recall": 0.20256776034236804
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.9190677966101695,
      "recall": 0.11697574893009986
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9398305084745763,
      "recall": 0.08701854493580599
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9398305084745763,
      "recall": 0.08701854493580599
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9546610169491525,
      "recall": 0.06847360912981455
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9783898305084746,
      "recall": 0.034236804564907276
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.985593220338983,
      "recall": 0.025677603423680456
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.985593220338983,
      "recall": 0.025677603423680456
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9902542372881356,
      "recall": 0.014265335235378032
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9978813559322034,
      "recall": 0.005706134094151213
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9991525423728813,
      "recall": 0.0028530670470756064
     },
     {
      "P1": 1.0,
      "closed": 0.9991525423728813,
      "recall": 0.0028530670470756064
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 246.0,
    "AUC_p1": 0.5812415311653116
   },
   "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": 85.0,
    "b": 102.0,
    "c": 161.0,
    "d": 378.0,
    "n": 726.0,
    "base": 0.33884297520661155,
    "POD": 0.34552845528455284,
    "POFD": 0.2125,
    "FAR": 0.5454545454545454,
    "FBI": 0.7601626016260162,
    "CSI": 0.2442528735632184,
    "SEDI": 0.2049798982961244
   },
   "one_stage": {
    "a": 17.0,
    "b": 11.0,
    "c": 229.0,
    "d": 469.0,
    "n": 726.0,
    "base": 0.33884297520661155,
    "POD": 0.06910569105691057,
    "POFD": 0.022916666666666665,
    "FAR": 0.39285714285714285,
    "FBI": 0.11382113821138211,
    "CSI": 0.06614785992217899,
    "SEDI": 0.17610174591525457
   },
   "AUC_p1": 0.5812415311653116
  },
  "clf": {
   "gate": {
    "P1": 0.0,
    "trade": [
     {
      "P1": 0.0,
      "closed": 0.0,
      "recall": 1.0
     },
     {
      "P1": 0.07689999788999557,
      "closed": 0.7122881355932204,
      "recall": 0.34950071326676174
     },
     {
      "P1": 0.15379999577999115,
      "closed": 0.8059322033898305,
      "recall": 0.2553495007132668
     },
     {
      "P1": 0.23080000281333923,
      "closed": 0.8906779661016949,
      "recall": 0.15691868758915833
     },
     {
      "P1": 0.3077000081539154,
      "closed": 0.9101694915254237,
      "recall": 0.1340941512125535
     },
     {
      "P1": 0.3846000134944916,
      "closed": 0.9101694915254237,
      "recall": 0.1340941512125535
     },
     {
      "P1": 0.46149998903274536,
      "closed": 0.9296610169491526,
      "recall": 0.10556348074179743
     },
     {
      "P1": 0.5385000109672546,
      "closed": 0.9622881355932204,
      "recall": 0.06276747503566334
     },
     {
      "P1": 0.6154000163078308,
      "closed": 0.9745762711864406,
      "recall": 0.03851640513552068
     },
     {
      "P1": 0.692300021648407,
      "closed": 0.9745762711864406,
      "recall": 0.03851640513552068
     },
     {
      "P1": 0.7692000269889832,
      "closed": 0.9822033898305085,
      "recall": 0.025677603423680456
     },
     {
      "P1": 0.8461999893188477,
      "closed": 0.9915254237288136,
      "recall": 0.012838801711840228
     },
     {
      "P1": 0.9230999946594238,
      "closed": 0.9957627118644068,
      "recall": 0.007132667617689016
     },
     {
      "P1": 1.0,
      "closed": 0.9957627118644068,
      "recall": 0.007132667617689016
     }
    ],
    "kept_frac_train": 1.0,
    "kept_frac": 1.0,
    "events_lost": 0.0,
    "events_total": 246.0,
    "AUC_p1": 0.5691310975609756
   },
   "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": 88.0,
    "b": 129.0,
    "c": 158.0,
    "d": 351.0,
    "n": 726.0,
    "base": 0.33884297520661155,
    "POD": 0.35772357723577236,
    "POFD": 0.26875,
    "FAR": 0.5944700460829493,
    "FBI": 0.8821138211382114,
    "CSI": 0.23466666666666666,
    "SEDI": 0.13420116725568945
   },
   "one_stage": {
    "a": 25.0,
    "b": 23.0,
    "c": 221.0,
    "d": 457.0,
    "n": 726.0,
    "base": 0.33884297520661155,
    "POD": 0.1016260162601626,
    "POFD": 0.04791666666666667,
    "FAR": 0.4791666666666667,
    "FBI": 0.1951219512195122,
    "CSI": 0.09293680297397769,
    "SEDI": 0.14776490953123117
   },
   "AUC_p1": 0.5691310975609756
  }
 },
 "_meta": {
  "ipoint": 1,
  "point": 513,
  "region": 1,
  "lat": 22.75,
  "lon": 102.5,
  "RECALL1": 0.95,
  "NFOLD": 5
 }
}