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Table 3 The AUC values obtained in 5-HT\(_\text {2A}\), ExtFP for curves illustrating changes in the accuracy in time and final optimal accuracy values obtained

From: Robust optimization of SVM hyperparameters in the classification of bioactive compounds

optimization method AUC Final accuracy
Bayes 0.892* 0.896*
Random 0.885 0.887
Grid search 0.802 0.881
SVMlight 0.683 0.683
libSVM 0.847 0.847
  1. The highest values obtained among all strategies tested are marked with an asterisk sign