Table 5.

The results of mean effectiveness on miRNA Sequencing (top 10)

Methods	SVM-RFE	SVM-RCE	mRMR	IMRelief	SlimPLS	OSFS	FGM	SMKL-FS
KIDNEY	0.922	0.832	0.987	0.901	0.896	0.893	0.916	0.994
BRCA	0.839	0.963	0.979	0.817	0.973	0.893	0.953	0.990
LUNG	0.891	0.946	0.979	0.953	0.831	0.945	0.946	0.980
HNSC	0.979	0.955	0.991	0.879	0.874	0.920	0.874	0.994
LIHC	0.906	0.836	0.911	0.813	0.871	0.789	0.925	0.917
PRAD	0.897	0.933	0.930	0.892	0.905	0.794	0.836	0.946
STAD	0.855	0.870	0.853	0.790	0.823	0.760	0.827	0.880
THCA	0.925	0.901	0.969	0.842	0.876	0.878	0.928	0.967
Mean	0.902	0.904	0.950	0.861	0.881	0.859	0.901	0.958