| ======================================================================== | |
| MODEL: cnn | |
| Best Optuna F1 (objective): 0.7376 | |
| Best Optuna AUC (val, recorded): 0.9317 | |
| Best Optuna threshold (val): 0.3275 | |
| Refit best AUC (val): 0.9361 | |
| Refit best F1@thr (val): 0.7303 at thr=0.7176 | |
| Best params: | |
| { | |
| "lr": 0.0003985297413275237, | |
| "weight_decay": 3.8728027802868874e-08, | |
| "dropout": 0.060320426814541125, | |
| "batch_size": 16, | |
| "channels": 128, | |
| "kernel": 7, | |
| "layers": 2 | |
| } | |
| Saved model: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/cnn_wt/best_model.pt | |
| ======================================================================== |