resources/cache/amazon_basin_best_trial.json

{
  "pr_auc": 0.6221,
  "f1": 0.5606,
  "precision": 0.4978,
  "recall": 0.6417,
  "brier": 0.0046,
  "n_trials": 100,
  "params": {
    "colsample_bytree": 0.67563,
    "gamma": 0.720236,
    "learning_rate": 0.108689,
    "max_depth": 13,
    "n_estimators": 700,
    "reg_lambda": 46.198697,
    "subsample": 0.868659
  }
}