| {
|
| "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"
|
| ]
|
| } |
