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========================================================================
MODEL: enet_gpu
Best trial: 190
Best F1 (val @ best-threshold): 0.7257
Val AUC: 0.7766
Val AP: 0.7789
Best threshold (picked on val): 0.3641
Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/solubility/enet_gpu/best_model_cuml_enet.joblib
Best params:
{
"C": 2.338897278457999,
"l1_ratio": 0.2465310746053644,
"class_weight": null,
"max_iter": 449,
"tol": 0.00046922562438695493
}
======================================================================== |