Mathematical Problems in Engineering / 2019 / Article / Tab 2

Research Article

Emotion Recognition Based on Framework of BADEBA-SVM

Table 2

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

Methods# ChannelChannel locationMean ± S.D.

Origin(Baseline)32All55.24±14.21
GA14Fp1,Fp2,AF3,Fz,F4,T7,Cz,T8,CP2,
P3,Pz,PO4,Oz,O2
60.76±12.86
BPSO11Fp1,AF3,Fz,F4,FC2,T7,CP2,CP6,
P4,O1,Oz
69.95±11.38
BA9Fp2,AF3,F3,FC2,C3,T8,P3,PO3,O273.51±10.17
BADEBA7Fp2,AF3,T8,P3,P4,Oz,O275.98±10.85