TABLE 6.

Comparison with previous state-of-the-art methods.

Method	Subcellular Localization	S p (%)	S n (%)	MCC	ACC (%)
iLoc-lncRNA 2.0	Nucleus	95.59	91.03	86.59	91.60
	Cytoplasm	98.96	94.37	94.59
	Ribosome	99.01	83.72	85.71
	Exosome	99.36	66.67	83.33
lncLocation	Nucleus	—	74.19	95.83	87.78
	Cytoplasm	—	100	85.00
	Ribosome	—	55.56	100
	Exosome	—	33.33	100
LncSTPred in Lin’s dataset	Nucleus	78.74	90.06	60.48	90.76
	Cytoplasm	95.20	75.12	67.06
	Ribosome	99.84	97.67	97.53
	Exosome	99.84	96.67	92.90
LightGBM-LNCLOC	Nucleus	—	90.00	42.90	70.60
	Cytoplasm	—	40.00	66.67
	Cytosol	—	50.00	100
	Ribosome	—	40.00	40.00
	Exosome	—	42.90	100
LncSTPred in Li’s dataset	Nucleus	81.25	81.29	61.39	87.68
	Cytoplasm	87.82	60.49	50.92
	Cytosol	93.58	53.62	45.31
	Ribosome	94.51	47.69	43.03
	Exosome	99.83	6.25	75.43