| ======================================================================== | |
| MODEL: mlp | |
| Best Optuna F1 (objective): 0.5943 | |
| Best Optuna AUC (val, recorded): 0.8040 | |
| Best Optuna threshold (val): 0.5021 | |
| Refit best AUC (val): 0.8200 | |
| Refit best F1@thr (val): 0.5863 at thr=0.6002 | |
| Best params: | |
| { | |
| "lr": 0.0017734351959882771, | |
| "weight_decay": 0.001657759370673233, | |
| "dropout": 0.3117952292926572, | |
| "batch_size": 16, | |
| "hidden": 256 | |
| } | |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/hemolysis/mlp_wt/best_model.pt | |
| ======================================================================== |