A Fused Multidimensional EEG Classification Method Based on an Extreme Tree Feature Selection

Table 2

Classification accuracy for IMUT data using different feature extraction methods.

Dataset	Experimental dataset
	IMUT data
	a	b	c	d	e	f
AR + SVM	0.660	0.641	0.575	0.486	0.720	0.721
CSP + SVM	0.638	0.567	0.656	0.569	0.511	0.778
DWT + SVM	0.558	0.630	0.498	0.518	0.650	0.780
CSP + DWT + SVM	0.613	0.763	0.825	0.613	0.625	0.800
AR + DWT + SVM	0.725	0.800	0.513	0.600	0.825	0.838
AR + CSP + SVM	0.675	0.850	0.788	0.525	0.813	0.875
AR + CSP + DWT + SVM	0.700	0.837	0.812	0.600	0.825	0.875