| ======================================================================== | |
| 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 | |
| } | |
| ======================================================================== |