An Adaptive EEG Classification Algorithm Based on CSSD and ELM_Kernel for Small Training Samples

Table 2

Comparison of different algorithms (ACCSTD).

	The proposed algorithm	The proposed algorithm without channel selection	CSSD and ELM algorithm
ACC	99.1%0.09	96.3%0.29	95.03%0.21
Aa	96.4%0.24	94.5%0.51	94.1%0.38
Al	100%	100%	100%
Av	100%	91.7%0.27	90.3%0.41
Aw	100%	99.6%0.31	100%
Ay	98.02%0.2	95.1%0.36	93.5%0.26