| ======================================================================== | |
| MODEL: mlp | |
| Best Optuna F1 (objective): 0.7388 | |
| Best Optuna AUC (val, recorded): 0.9357 | |
| Best Optuna threshold (val): 0.6202 | |
| Refit best AUC (val): 0.9360 | |
| Refit best F1@thr (val): 0.7315 at thr=0.5700 | |
| Best params: | |
| { | |
| "lr": 0.0007410387413034607, | |
| "weight_decay": 2.0058462296632196e-05, | |
| "dropout": 0.2128352902210342, | |
| "batch_size": 16, | |
| "hidden": 2048 | |
| } | |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/mlp_wt/best_model.pt | |
| ======================================================================== |