Fig. 6: ROC curve for all the classifiers to distinguish PD-SH from PD-CN.

ROC curves for logistic regression (blue), linear SVM (orange), random forest (green), gaussian NB (red) and MLP (purple). Where we observed logistic regression show high sensitivity in discriminating PD-SH from PD-CN.