Figure 3.

Feature and performance comparisons. (a) Feature importance quantified and ranked by F-score. (b) Receiver operation characteristic (ROC) curves of classifiers. Blue lines show the classifier performance using selected known features but the CS feature. Orange lines show that of the classifiers using both selected features and the CS feature. Solid lines show performances of RF models, whereas dashed lines show those of SVM models.