Fusion of EEG-Based Activation, Spatial, and Connection Patterns for Fear Emotion Recognition

Table 3

The performance of feature fusion and single-feature extraction.

	Feature	Delta (0.5–3.5 Hz)	Theta (4–7 Hz)	Alpha (8–13 Hz)	Beta (14–30 Hz)	Gamma (31–48 Hz)	All bands
value	DE/DE_ENP_CSP	0.77	0.12	0.07	0.09	0.09	<0.01
	ENP/DE_ENP_CSP	<0.01	<0.01	<0.01	0.09	0.01	<0.01
	CSP/DE_ENP_CSP	0.06	0.41	0.36	0.19	0.09	<0.01