| ======================================================================== | |
| MODEL: svm_gpu | |
| Best trial: 77 | |
| Best F1 (val @ best-threshold): 0.7329 | |
| Val AUC: 0.9381 | |
| Val AP: 0.7552 | |
| Best threshold (picked on val): 0.2914 | |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/svm_gpu_wt/best_model_cuml_svc.joblib | |
| Best params: | |
| { | |
| "C": 291.58254318508284, | |
| "kernel": "rbf", | |
| "class_weight": null, | |
| "max_iter": 3938, | |
| "tol": 0.00010265260381366311, | |
| "gamma": 0.0004017526934472214 | |
| } | |
| ======================================================================== |