metrics.json

{
  "best_model": "LogisticRegression",
  "train_samples": 30000,
  "val_samples": 6000,
  "test_samples": 6000,
  "n_features": 2940,
  "results": {
    "RandomForest": {
      "accuracy": 0.5128333333333334,
      "f1": 0.6111480643873886,
      "auc": 0.523785859040957
    },
    "LogisticRegression": {
      "accuracy": 0.5305,
      "f1": 0.5742783738854466,
      "auc": 0.5395924192264473
    }
  },
  "best_test_accuracy": 0.5305,
  "best_test_f1": 0.5742783738854466,
  "best_test_auc": 0.5395924192264473
}