Table 2.

Performance under 10-fold cross-validation.

Mode	Method	Evaluation metrics
		Sn	Sp	ACC	MCC	AUC
Full transcript	RF	0.923	0.938	0.930	0.861	0.971
	SVM	0.884	0.942	0.913	0.828	0.964
	KNN	0.5	0.501	0.500	0.001	0.945
	LR	0.881	0.944	0.912	0.827	0.962
	XGBoost	0.907	0.940	0.924	0.848	0.955
Mature lncRNA	RF	0.784	0.724	0.754	0.511	0.827
	SVM	0.738	0.713	0.725	0.451	0.796
	KNN	0.499	0.501	0.500	0.001	0.727
	LR	0.602	0.807	0.704	0.418	0.789
	XGBoost	0.645	0.697	0.671	0.345	0.722