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========================================================================
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
}
======================================================================== |