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

Table 4

Experiment results of G-means value and average misclassification costs.

Dataset	G-means value			Average misclassification costs
	D-ELM	CS-D-LM	Rejection CS-D-LM	D-ELM	CS-D-LM	Rejection CS-D-LM
Leukemia	0.6416	0.6508	0.6714	0.4271	0.3522	0.2543
Colon	0.6852	0.7203	0.7313	0.3814	0.2232	0.2123
Mushroom	0.7125	0.7877	0.7922	0.1102	0.0755	0.0411
Protein	0.5333	0.7122	0.7328	0.4843	0.3812	0.2043