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

Table 6

Recognition accuracy based on EOG features.

Algorithm	features_table_ica	features_table_minus	features_table_icav_minh
BP	0.9032	0.9104	0.9131
RF	0.9153	0.9086	0.9178
SVM	0.9343	0.9357	0.9406
CNN	0.9481	0.9396	0.9484
FSVM	0.9391	0.9325	0.9412