Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 11

Performance comparison with statistical test on Yeast.

Data set (training number, category)		MHW-KELM	Gauss-KELM	Poly-KELM	Original ELM	SCG-BP
Yeast (1000, 4)	Mean	66.78	66.87	67.39	37.23	33.95
	Std.	±0.72	±0.94	±0.36	±3.71	±2.11
	value	0.06	0.11	1.00	1.57e − 07	7.84e − 08
	Time	0.193	0.201	0.235	0.457	3.005