| ======================================================================== | |
| MODEL: svm_gpu | |
| Best trial: 194 | |
| Best F1 (val @ best-threshold): 0.5975 | |
| Val AUC: 0.8152 | |
| Val AP: 0.5482 | |
| Best threshold (picked on val): 0.2521 | |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/hemolysis/svm_gpu_wt/best_model_cuml_svc.joblib | |
| Best params: | |
| { | |
| "C": 27.104874804256657, | |
| "kernel": "rbf", | |
| "class_weight": null, | |
| "max_iter": 2017, | |
| "tol": 3.765714474155108e-05, | |
| "gamma": 0.017499065475611076 | |
| } | |
| ======================================================================== |