Figure 12: The result of using classifiers including the K-nearest neighbors, Regression Tree, Support vector machines, Classification Tree, Naive Bayes, Support vector machines-Regression, Ensemble Regression classifier for driver drowsiness detection based on EEG signal of (C3, C4, P3, P4, O1, O2) channels and single channel P4, and vehicle dynamic data