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

Table 4

Performance comparison of ELM and OELM for activation function sig.

Algorithms	Time (s)		Testing accuracy (%)				value	H	#nodes
	Training	Testing	Max	Mean	Std	RMSE
ELM	<0.0001	<0.0001	75.64	66.26	6.07	34.61		1	40
OELM	<0.0001	<0.0001	92.31	84.92	4.61	15.92			33