| { | |
| "model_type": "bkt", | |
| "dataset": "ednet500", | |
| "n_folds_completed": 5, | |
| "n_folds_failed": 0, | |
| "leap_kt_version": "0.1.0", | |
| "protocol": { | |
| "test_ratio": 0.2, | |
| "n_folds": 5, | |
| "early_stopping_patience": 10, | |
| "early_stopping_metric": "auc", | |
| "max_epochs": 200, | |
| "primary_metric": "auc", | |
| "secondary_metrics": [ | |
| "acc", | |
| "f1" | |
| ], | |
| "validation_source": "held_out_fold", | |
| "seed": 0, | |
| "is_deviation": false, | |
| "deviation_reason": "" | |
| }, | |
| "auc_mean": 0.6204025728139329, | |
| "auc_std": 0.0013405547684237952, | |
| "auc_per_fold": [ | |
| 0.6200531714879441, | |
| 0.6201912678255324, | |
| 0.6197063473738607, | |
| 0.6227261712350607, | |
| 0.6193359061472661 | |
| ], | |
| "acc_mean": 0.6513031161473088, | |
| "acc_std": 0.0007848099250535699, | |
| "acc_per_fold": [ | |
| 0.6505665722379603, | |
| 0.6512747875354108, | |
| 0.6507082152974504, | |
| 0.6514164305949008, | |
| 0.6525495750708216 | |
| ], | |
| "f1_mean": 0.7769900383849989, | |
| "f1_std": 0.0006780583905244734, | |
| "f1_per_fold": [ | |
| 0.7768430574400723, | |
| 0.7767095955015418, | |
| 0.7766304347826087, | |
| 0.7765773944620972, | |
| 0.7781897097386744 | |
| ], | |
| "wall_seconds": 406.3, | |
| "git_commit": "7e2fc9fb6a14eb2ae671222f0accafea3f8af970", | |
| "reference_auc": null | |
| } | |