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

Table 3

NC value and PC value of D-ELM, CS-D-ELM, and embedded rejection costs into S-D-ELM.

Dataset	NC value			PC value
	D-ELM	CS-D-LM	Rejection CS-D-LM	D-ELM	CS-D-LM	Rejection CS-D-LM
Leukemia	0.3815	0.4714	0.5874	0.9561	0.8626	0.8215
Colon	0.4132	0.5127	0.6322	0.9722	0.9152	0.8464
Mushroom	0.4325	0.5423	0.6929	1.0000	0.9605	0.9313
Protein	0.3237	0.4621	0.5433	0.9433	0.8956	0.7751