Protein Subcellular Localization Based on Evolutionary Information and Segmented Distribution

Table 5

Comparison of different classification methods on Gpos-mPLoc dataset.

Classification method	Subcellular site				OA
	Cell membrane	Cytoplasm	Cell wall	Extracell
(SN)
RF	0.631	0.554	0.910	0.623	0.681
KNN	0.357	0.658	0.992	0.825	0.737
SVM	0.744	0.872	0.975	0.917	0.831
(SP)
RF	0.984	0.970	0.998	0.973	—
KNN	0.969	0.904	0.947	0.908	—
SVM	0.958	0.968	0.986	0.982	—
(MCC)
RF	0.709	0.617	0.938	0.672	—
KNN	0.430	0.590	0.893	0.729	—
SVM	0.730	0.848	0.951	0.902	—

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