Protein Subcellular Localization Based on Evolutionary Information and Segmented Distribution

Table 4

Comparison of single feature and fusion feature on Gpos-mPLoc dataset.

Feature extraction method	Subcellular site				OA
	Cell membrane	Cytoplasm	Cell wall	Extracell
(SN)
AAO	0.700	0.432	0.101	0.499	0.445
PSSM-AAO	0.622	0.827	0.743	0.716	0.710
PSSM-GSD	0.806	0.692	0.962	0.840	0.735
AAO + PSSM	0.718	0.976	0.333	0.707	0.662
AAO + PSSM	0.744	0.872	0.975	0.917	0.831
(SP)
AAO	0.999	0.940	0.966	1.000	—
PSSM-AAO	0.989	0.979	0.957	0.998	—
PSSM-GSD	0.956	0.925	0.976	0.965	—
AAO + PSSM	0.843	0.994	0.984	0.896	—
AAO + PSSM	0.958	0.968	0.986	0.982	—
(MCC)
AAO	0.769	0.361	0.070	0.523	—
PSSM-AAO	0.725	0.833	0.735	0.781	—
PSSM-GSD	0.774	0.628	0.927	0.810	—
AAO + PSSM	0.558	0.972	0.358	0.595	—
AAO + PSSM	0.730	0.848	0.951	0.902	—

The bold values are the results of the proposed method in the paper on the Gpos-mPLoc dataset for clearer comparison.