Emotion Recognition Based on Framework of BADEBA-SVM

Table 2

Channels selected, average accuracies, and standard deviations (%) by four optimal algorithms in arousal.

Methods	# Channel	Channel location	Mean ± S.D.
Origin(Baseline)	32	All	55.24±14.21
GA	14	Fp1,Fp2,AF3,Fz,F4,T7,Cz,T8,CP2,; P3,Pz,PO4,Oz,O2	60.76±12.86
BPSO	11	Fp1,AF3,Fz,F4,FC2,T7,CP2,CP6,; P4,O1,Oz	69.95±11.38
BA	9	Fp2,AF3,F3,FC2,C3,T8,P3,PO3,O2	73.51±10.17
BADEBA	7	Fp2,AF3,T8,P3,P4,Oz,O2	75.98±10.85