| ======================================================================== | |
| MODEL: svm_gpu | |
| Best trial: 181 | |
| Best F1 (val @ best-threshold): 0.7331 | |
| Val AUC: 0.9355 | |
| Val AP: 0.7410 | |
| Best threshold (picked on val): 0.3528 | |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/svm_gpu_smiles/best_model_cuml_svc.joblib | |
| Best params: | |
| { | |
| "C": 0.020224701969165627, | |
| "kernel": "linear", | |
| "class_weight": null, | |
| "max_iter": 4017, | |
| "tol": 3.344567276350287e-05 | |
| } | |
| ======================================================================== |