| ======================================================================== | |
| MODEL: enet_gpu | |
| Best trial: 159 | |
| Best F1 (val @ best-threshold): 0.5436 | |
| Val AUC: 0.7745 | |
| Val AP: 0.4947 | |
| Best threshold (picked on val): 0.3240 | |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/hemolysis/enet_gpu_wt/best_model_cuml_enet.joblib | |
| Best params: | |
| { | |
| "C": 1.1085696870930257, | |
| "l1_ratio": 0.7928551434566076, | |
| "class_weight": null, | |
| "max_iter": 2946, | |
| "tol": 2.6288335872846968e-06 | |
| } | |
| ======================================================================== |