DE-CNN: An Improved Identity Recognition Algorithm Based on the Emotional Electroencephalography

Table 7

Rank-1 and EER of identification in three emotions.

	CNN + LSTM			DE + CNN
Label	Positive	Neutral	Negative	Positive	Neutral	Negative
Rank-1	0.97	0.91	0.969	0.996	0.996	0.995
EER	0.012	0.06	0.01	0.001	0.001	0.002