TABLE 5.

Comparison with existing theoretical algorithm.

Method	Subcellular Localization	S p (%)	S n (%)	MCC	ACC (%)
SVM	Exosome	66.92	65.53	0.262	73.37
	Cytosol	73.74	64.17	0.306
	Cytoplasm	92.15	48.32	0.445
	Ribosome	88.47	59.23	0.451
	Nucleus	94.11	25.85	0.274
Random Forest	Exosome	85.91	75.95	0.550	84.77
	Cytosol	85.91	72.85	0.427
	Cytoplasm	95.85	76.70	0.604
	Ribosome	91.69	68.06	0.557
	Nucleus	96.85	48.32	0.553
Xgboost	Exosome	96.97	94.44	0.906	90.22
	Cytosol	92.31	93.54	0.810
	Cytoplasm	92.78	89.47	0.804
	Ribosome	91.26	78.13	0.680
	Nucleus	93.88	51.35	0.519
LncSTPred	Exosome	99.79	99.19	0.989	94.14
	Cytosol	99.58	98.39	0.965
	Cytoplasm	93.25	75.81	0.684
	Ribosome	98.34	99.57	0.885
	Nucleus	90.22	58.54	0.606