Predicting RNA 5-Methylcytosine Sites by Using Essential Sequence Features and Distributions

Table 4

Comparison with previous models on human m⁵C data.

Classification algorithm	Model	SN	SP	ACC	MCC
Decision tree	Our model	0.767	0.808	0.788	0.576
	Model in [22]	0.783	0.783	0.783	0.567
Random forest	Our model	0.875	0.867	0.871	0.742
	Model in [22]	0.900	0.917	0.908	0.817
Support vector machine	Our model	0.825	0.958	0.892	0.790
	Model in [22]	0.842	0.967	0.904	0.815