Table 3. Complete classification accuracy by emotional stimuli.

Model	Features	Word	Picture	Video
LDA	BSM	35.47%	31.90%	34.76%
	BMM	39.28%	36.19%	39.76%
SVM	BSM	35.24%	31.66%	33.81%
	BMM	35.24%	27.86%	39.52%
DT	BSM	21.91%	26.19%	25.71%
	BMM	27.14%	23.34%	31.43%
RF	BSM	27.38%	27.86%	29.76%
	BMM	29.52%	26.19%	33.33%
DNN	BSM	30.21 %	23.96%	32.30%
	BMM	35.47%	29.17%	38.54%
Average		31.69%	28.43%	33.89%