{
 "window": "W2",
 "r": 1.0,
 "n_valid": 225056,
 "base_rate": 0.29689499502346084,
 "blends": {
  "all6": {
   "auc_oof": 0.7067118922697545,
   "auc_valid": 0.7332485870332199,
   "POD": 0.5621988087042413,
   "POFD": 0.19563568801425701,
   "FAR": 0.45178190945973556,
   "FBI": 1.0255021102098236,
   "CSI": 0.3841984147276911,
   "SEDI": 0.5117934562481519
  },
  "logreg": {
   "auc_oof": 0.7040035491218745,
   "auc_valid": 0.726477661389035,
   "POD": 0.5583824717890389,
   "POFD": 0.19883972244340803,
   "FAR": 0.4574984732602437,
   "FBI": 1.0292735490436709,
   "CSI": 0.3796219043161515,
   "SEDI": 0.502989083997403
  },
  "logreg2": {
   "auc_oof": 0.7040351958035241,
   "auc_valid": 0.7264006608476143,
   "POD": 0.5584273698703942,
   "POFD": 0.19887764001061692,
   "FAR": 0.45752584214122677,
   "FBI": 1.029408243287737,
   "CSI": 0.37962925280807425,
   "SEDI": 0.5029907755421451
  },
  "trees3": {
   "auc_oof": 0.7004894579199284,
   "auc_valid": 0.7285174799902493,
   "POD": 0.5626926875991499,
   "POFD": 0.2035288615882405,
   "FAR": 0.4613775714858747,
   "FBI": 1.0446885569756652,
   "CSI": 0.3796857327516562,
   "SEDI": 0.5017550707200812
  },
  "lr_lgbm": {
   "auc_oof": 0.7084343254109093,
   "auc_valid": 0.7328397209794367,
   "POD": 0.56826004968721,
   "POFD": 0.20225230349220794,
   "FAR": 0.4573698802412325,
   "FBI": 1.0472327815858002,
   "CSI": 0.3842261844528546,
   "SEDI": 0.5100259918293302
  },
  "lr2_trees": {
   "auc_oof": 0.7083846122840713,
   "auc_valid": 0.733713622424332,
   "POD": 0.5677063066838277,
   "POFD": 0.20103262174698872,
   "FAR": 0.4561109199357651,
   "FBI": 1.0437905953485587,
   "CSI": 0.38460290583905343,
   "SEDI": 0.511006488370828
  }
 },
 "chosen_by_oof": "lr_lgbm"
}