A Novel Fatigue Driving State Recognition and Warning Method Based on EEG and EOG Signals

Table 7

Recognition accuracy rate of fusion features.

Algorithm	EEG	EOG	EEG + EOG
BP	0.8948	0.9131	0.9124
RF	0.8816	0.9178	0.9209
SVM	0.9210	0.9406	0.9478
CNN	0.9436	0.9484	0.9517
FSVM	0.9200	0.9412	0.9511