| ======================================================================== | |
| MODEL: svm_gpu | |
| Best trial: 6 | |
| Best F1 (val @ best-threshold): 0.4871 | |
| Val AUC: 0.7458 | |
| Val AP: 0.4338 | |
| Best threshold (picked on val): 0.2014 | |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/hemolysis/svm_gpu_smiles/best_model_cuml_svc.joblib | |
| Best params: | |
| { | |
| "C": 2.4210955376276835, | |
| "kernel": "linear", | |
| "class_weight": null, | |
| "max_iter": 2093, | |
| "tol": 0.0029131530243637046 | |
| } | |
| ======================================================================== |