| ======================================================================== | |
| MODEL: cnn | |
| Best Optuna F1 (objective): 0.7537 | |
| Best Optuna AUC (val, recorded): 0.7976 | |
| Best Optuna threshold (val): 0.3123 | |
| Refit best AUC (val): 0.8174 | |
| Refit best F1@thr (val): 0.7456 at thr=0.3770 | |
| Best params: | |
| { | |
| "lr": 0.0024453857305955996, | |
| "weight_decay": 3.7672667885159293e-07, | |
| "dropout": 0.24852689821282453, | |
| "batch_size": 16, | |
| "channels": 512, | |
| "kernel": 3, | |
| "layers": 2 | |
| } | |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/solubility/cnn_wt/best_model.pt | |
| ======================================================================== |