| { | |
| "class_names": [ | |
| "latency_critical", | |
| "interactive", | |
| "throughput", | |
| "maintenance", | |
| "system" | |
| ], | |
| "classes": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "feature_order": [ | |
| "read_ratio", | |
| "mean_size_log2", | |
| "size_cv", | |
| "seq_score", | |
| "gap_mean_us", | |
| "gap_cv", | |
| "iops", | |
| "mbps", | |
| "small_write_share", | |
| "offset_spread", | |
| "queue_depth", | |
| "time_of_day" | |
| ], | |
| "n_train_rows": 79632, | |
| "params": { | |
| "bootstrap": true, | |
| "ccp_alpha": 0.0, | |
| "class_weight": "balanced", | |
| "criterion": "gini", | |
| "max_depth": 12, | |
| "max_features": "sqrt", | |
| "max_leaf_nodes": null, | |
| "max_samples": null, | |
| "min_impurity_decrease": 0.0, | |
| "min_samples_leaf": 2, | |
| "min_samples_split": 2, | |
| "min_weight_fraction_leaf": 0.0, | |
| "monotonic_cst": null, | |
| "n_estimators": 150, | |
| "n_jobs": 8, | |
| "oob_score": false, | |
| "random_state": 42, | |
| "verbose": 0, | |
| "warm_start": false | |
| }, | |
| "role": "baseline classifier (rf_classifier ablation)", | |
| "seed": 42, | |
| "sklearn_version": "1.7.1", | |
| "spec_version": "3.0.0" | |
| } | |