| ======================================================================== | |
| MODEL: mlp | |
| Best Optuna F1 (objective): 0.7333 | |
| Best Optuna AUC (val, recorded): 0.9364 | |
| Best Optuna threshold (val): 0.6910 | |
| Refit best AUC (val): 0.9364 | |
| Refit best F1@thr (val): 0.7331 at thr=0.7702 | |
| Best params: | |
| { | |
| "lr": 0.0024839553405099526, | |
| "weight_decay": 0.00018765939863473686, | |
| "dropout": 0.2835159069937528, | |
| "batch_size": 16, | |
| "hidden": 1024 | |
| } | |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/mlp_smiles_20/best_model.pt | |
| ======================================================================== |