Applying Cost-Sensitive Extreme Learning Machine and Dissimilarity Integration to Gene Expression Data Classification

Table 2

Running time comparison between ELM, D-ELM, CS-D-ELM, and rejection cost embedded CS-D-ELM.

Dataset	Average running time for different algorithms (recorded in sec.)
	ELM	D-ELM	CS-D-ELM	Rejection cost embedded CS-D-ELM
Diabetes	0.4312	1.4536	1.5330	1.5470
Heart	0.6670	1.8579	1.9353	1.9455
Colon	0.5183	1.6743	1.7458	1.7561
Mushroom	0.7214	1.8654	1.9583	1.9836
Protein	0.7551	2.0836	2.1349	2.2655
Leukemia	1.2319	3.9593	4.0346	4.1692