A New Feature Analysis Approach to Selecting Channels of EEG for Fatigue Driving

Table 8

Comparison of experimental results.

Methods	Number of channels	Accuracy
Theta_Std+FE+ReliefF_SFS (this paper)	6	99.45%
SE_KPCA [2]	30	98.33%
FE_FBN [25]	30	99.40%
SE_T_KPCA [26]	30	99.27%
CSPT_FBN [27]	7	99.17%
Adaptive multiscale FE [28]	2 (FP1, FP2)	95.37%
Multiscale FE based on the EMD [29]	2 (FP1, FP2)	87.50%