A Wrapper Feature Subset Selection Method Based on Randomized Search and Multilayer Structure

Table 4

Comparison of the average accuracy rates of MLFSSM with four feature selection methods.

Method	Breast	Leukemia	Colon	Hepato	CNS
SVM-RFE	0.877	0.967	0.835	0.658	0.693
LS-bound	0.778	0.935	0.817	0.618	0.61
Bayes + KNN	0.821	0.92	0.828	0.628	0.628
EN-LR	0.854	0.962	0.837	0.683	0.664
GRRF	0.846	0.939	0.834	0.67	0.618
T-SS	0.893	0.97	0.871	0.693	0.655
MLFSSM	0.959	0.969	0.961	0.943	0.843