| ======================================================================== |
| MODEL: cnn |
| Best Optuna F1 (objective): 0.7351 |
| Best Optuna AUC (val, recorded): 0.9349 |
| Best Optuna threshold (val): 0.7015 |
| Refit best AUC (val): 0.9370 |
| Refit best F1@thr (val): 0.7305 at thr=0.6828 |
| Best params: |
| { |
| "lr": 0.0004941576397473323, |
| "weight_decay": 8.499399666787692e-05, |
| "dropout": 0.4950813852374845, |
| "batch_size": 16, |
| "channels": 128, |
| "kernel": 7, |
| "layers": 3 |
| } |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/cnn_smiles_20/best_model.pt |
| ======================================================================== |
