| ======================================================================== |
| MODEL: mlp |
| Best Optuna F1 (objective): 0.7304 |
| Best Optuna AUC (val, recorded): 0.7868 |
| Best Optuna threshold (val): 0.3684 |
| Refit best AUC (val): 0.7905 |
| Refit best F1@thr (val): 0.7278 at thr=0.3740 |
| Best params: |
| { |
| "lr": 0.0017529403643688683, |
| "weight_decay": 1.413277310940859e-06, |
| "dropout": 0.45069481125733857, |
| "batch_size": 16, |
| "hidden": 256 |
| } |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/solubility/mlp_wt/best_model.pt |
| ======================================================================== |
