Research Article

Classifying Driving Fatigue by Using EEG Signals

Table 3

Classification accuracy using different training samples (%).

Subject 1Subject 2Subject 3Subject 4Subject 5Subject 6

KNN72.3271.4789.2593.1773.8570.79
SVM77.2574.6788.3294.8363.2973.33
ELM70.8566.8386.2588.7758.2567.75
HELM78.1781.0889.2489.3871.7874.24
PSO-HELM78.9183.8591.2591.7873.3376.75