| ======================================================================== | |
| MODEL: cnn | |
| Best Optuna F1 (objective): 0.5941 | |
| Best Optuna AUC (val, recorded): 0.8296 | |
| Best Optuna threshold (val): 0.3611 | |
| Refit best AUC (val): 0.8329 | |
| Refit best F1@thr (val): 0.5839 at thr=0.3541 | |
| Best params: | |
| { | |
| "lr": 0.0021319487228639196, | |
| "weight_decay": 6.441336640623134e-07, | |
| "dropout": 0.03652841298354735, | |
| "batch_size": 16, | |
| "channels": 128, | |
| "kernel": 5, | |
| "layers": 1 | |
| } | |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/hemolysis/cnn_wt/best_model.pt | |
| ======================================================================== |