data/reference/ensemble_results.json

{
  "cv_auc_mean": 1.0,
  "cv_auc_std": 0.0,
  "cv_f1_mean": 0.9983,
  "cv_f1_std": 0.0006,
  "test_auc": 0.9999,
  "test_f1": 0.9966,
  "test_accuracy": 0.9963,
  "best_iteration": 27,
  "scale_pos_weight": 0.8001,
  "n_features": 30,
  "n_samples": 8925,
  "feature_importance": {
    "f16": 886.260864,
    "f22": 601.696716,
    "f1": 414.019104,
    "f17": 68.938866,
    "f9": 15.831277,
    "f5": 6.661867,
    "f27": 5.920248,
    "f2": 5.770805,
    "f19": 4.519598,
    "f15": 4.088874,
    "f20": 3.26096,
    "f0": 3.157205,
    "f24": 1.594683,
    "f26": 1.334335,
    "f3": 0.81546
  }
}