| ======================================================================== | |
| MODEL: enet_gpu | |
| Best trial: 178 | |
| Best F1 (val @ best-threshold): 0.7356 | |
| Val AUC: 0.9342 | |
| Val AP: 0.7378 | |
| Best threshold (picked on val): 0.6969 | |
| Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/enet_gpu_smiles/best_model_cuml_enet.joblib | |
| Best params: | |
| { | |
| "C": 0.20744038587632196, | |
| "l1_ratio": 0.03129008681028386, | |
| "class_weight": "balanced", | |
| "max_iter": 504, | |
| "tol": 0.001974393475550675 | |
| } | |
| ======================================================================== |