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========================================================================
MODEL: svm_gpu
Best trial: 181
Best F1 (val @ best-threshold): 0.7331
Val AUC: 0.9355
Val AP: 0.7410
Best threshold (picked on val): 0.3528
Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/nf/svm_gpu_smiles/best_model_cuml_svc.joblib
Best params:
{
"C": 0.020224701969165627,
"kernel": "linear",
"class_weight": null,
"max_iter": 4017,
"tol": 3.344567276350287e-05
}
======================================================================== |