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 |