| ======================================================================== |
| MODEL: svm_gpu |
| Best trial: 170 |
| Best F1 (val @ best-threshold): 0.7313 |
| Val AUC: 0.7857 |
| Val AP: 0.7881 |
| Best threshold (picked on val): 0.3849 |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/solubility/svm_gpu/best_model_cuml_svc.joblib |
| Best params: |
| { |
| "C": 0.0912913815676213, |
| "kernel": "poly", |
| "class_weight": null, |
| "max_iter": 220, |
| "tol": 9.602928773652895e-06, |
| "gamma": 0.09263590701074956 |
| } |
| ======================================================================== |
