An ECoG-Based Binary Classification of BCI Using Optimized Extreme Learning Machine

Table 5

Performance comparison of ELM and OELM for activation function sin.

Algorithms	Time (s)		Testing accuracy (%)				value	H	#nodes
	Training	Testing	Max	Mean	Std	RMSE
ELM	0.0156	<0.0001	79.49	64.88	6.80	36.11		1	39
OELM	0.0312	<0.0001	92.31	85.14	4.26	15.60			33