The Optimisation for Local Coupled Extreme Learning Machine Using Differential Evolution

Table 1

Configurations of ELM, OSFuzzyELM, LC-ELM, and ELC-ELM.

Configuration	ELM	OSFuzzyELM	LC-ELM	ELC-ELM
Input weights	RN in	N/A	RN in	RN in
hidden layer biases
Activation function	Sigmoid	N/A	Sigmoid	Sigmoid
Hidden node address	N/A	N/A	RN in	RN in
window radius			0.4
Similarity	N/A	N/A	Wave kernel	Wave kernel
Fuzzy membership function	N/A	(10)	(11)	(11)