File size: 573 Bytes
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MODEL: svm_gpu
Best trial: 6
Best F1 (val @ best-threshold): 0.4871
Val AUC: 0.7458
Val AP: 0.4338
Best threshold (picked on val): 0.2014
Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/hemolysis/svm_gpu_smiles/best_model_cuml_svc.joblib
Best params:
{
"C": 2.4210955376276835,
"kernel": "linear",
"class_weight": null,
"max_iter": 2093,
"tol": 0.0029131530243637046
}
======================================================================== |