| { | |
| "task": "break", | |
| "label_column": "recon_break_label", | |
| "label_map": { | |
| "TRUE_BREAK": 1, | |
| "FALSE_BREAK": 0 | |
| }, | |
| "selected_features": [ | |
| "large_amt_mismatch", | |
| "amt_diff", | |
| "amt_pct", | |
| "amt_diff_abs", | |
| "amt_ratio", | |
| "settlement_gap_days", | |
| "is_weekend", | |
| "is_settlement_weekend" | |
| ], | |
| "winning_experiment": "exp_001_baseline", | |
| "winning_iteration": 1, | |
| "winning_metrics": { | |
| "pr_auc": 1.0, | |
| "roc_auc": 1.0, | |
| "f1": 0.998330550918197, | |
| "precision": 0.9966666666666667, | |
| "recall": 1.0 | |
| }, | |
| "trained_at": "2025-12-26T23:06:16", | |
| "model_config": { | |
| "model_type": "logreg", | |
| "logreg_C": 0.3, | |
| "rf_n_estimators": 200, | |
| "rf_max_depth": null, | |
| "rf_min_samples_leaf": 5, | |
| "gb_n_estimators": 100, | |
| "gb_learning_rate": 0.05, | |
| "gb_max_depth": 3, | |
| "mlp_hidden": [ | |
| 128 | |
| ], | |
| "mlp_alpha": 0.0001, | |
| "mlp_max_iter": 300 | |
| } | |
| } |