{
  "best_model": "transformer",
  "supervised_models": [
    "persistence",
    "ridge",
    "random_forest"
  ],
  "artifacts": {
    "feature_imputer": "artifacts/feature_imputer.joblib",
    "feature_scaler": "artifacts/feature_scaler.joblib",
    "pca_reconstruction_model": "artifacts/pca_reconstruction_model.joblib",
    "mlp_reconstruction_model": "artifacts/mlp_reconstruction_model.joblib",
    "ridge_model": "artifacts/ridge_model.joblib",
    "random_forest_model": "artifacts/random_forest_model.joblib",
    "risk_thresholds": "artifacts/risk_thresholds.json",
    "feature_columns": "artifacts/feature_columns.json",
    "lstm_model": "artifacts/lstm_model.pt",
    "sequence_feature_imputer": "artifacts/sequence_feature_imputer.joblib",
    "sequence_feature_scaler": "artifacts/sequence_feature_scaler.joblib",
    "sequence_model_metadata": "artifacts/sequence_model_metadata.json",
    "transformer_model": "artifacts/transformer_model.pt",
    "transformer_feature_imputer": "artifacts/transformer_feature_imputer.joblib",
    "transformer_feature_scaler": "artifacts/transformer_feature_scaler.joblib",
    "transformer_model_metadata": "artifacts/transformer_model_metadata.json"
  },
  "optional_sequence_models": [
    "lstm",
    "transformer"
  ]
}