TABLE 7.

Results of comparing with state-of-the-art methods on three datasets.

Dataset	Method	Acc	Prec	Sen	F1	MCC	AUC
RPI369	RPISeq-RF	0.704	0.707	0.705	0.706	0.409	0.767
	lncPro	0.704	0.713	0.708	0.710	0.409	0.740
	SDA-RF	0.707	0.689	0.699	0.694	0.416	0.754
	SDA-FT-RF	0.693	0.602	0.664	0.631	0.396	0.728
	SAWRPI	0.710	0.692	0.756	0.723	0.422	0.746
RPI488	RPISeq-RF	0.880	0.932	0.926	0.929	0.762	0.903
	lncPro	0.870	0.910	0.900	0.905	0.740	0.901
	SDA-RF	0.880	0.928	0.922	0.925	0.762	0.904
	SDA-FT-RF	0.881	0.926	0.916	0.921	0.762	0.909
	SAWRPI	0.895	0.938	0.844	0.889	0.791	0.922
RPI1807	RPISeq-RF	0.973	0.960	0.968	0.964	0.946	0.996
	lncPro	0.969	0.955	0.965	0.960	0.938	0.994
	SDA-RF	0.972	0.962	0.970	0.966	0.944	0.995
	SDA-FT-RF	0.972	0.940	0.955	0.947	0.944	0.995
	SAWRPI	0.967	0.961	0.981	0.971	0.934	0.992

The bold values represent the higher values each column of three datasets.