EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation

Table 3

Summary of accuracy performance (%).

	Valence	Arousal
DLN (with PCA+CSA)
SVM
NB-230 features	43.97	33.13
NB-weighted log posterior	53.40*	51.00*

*Subject-dependent results [16].