m5U-SVM: identification of RNA 5-methyluridine modification sites based on multi-view features of physicochemical features and distributed representation

Table 3 Performance comparison with published methods

Mode	Method	Cross validation					Independent testing
Mode	Method	Acc (%)	AUC	Sn (%)	Sp (%)	MCC	Acc (%)	AUC	Sn (%)	Sp (%)	MCC
Full transcript	m5U-SVM	88.876	0.9553	81.226	92.977	0.7527	90.821	0.9667	87.399	93.160	0.8092
Full transcript	m5UPred	83.598	0.9109	72.816	89.378	0.6338	87.165	0.9450	80.600	91.656	0.7322
Mature mRNA	m5U-SVM	94.358	0.9804	92.981	95.736	0.8875	94.106	0.9621	93.061	95.142	0.8823
Mature mRNA	m5UPred	89.910	0.9560	88.640	91.180	0.7980	89.700	0.9540	87.440	91.950	0.7950

ISSN: 1741-7007