i4mC-EL: Identifying DNA N4-Methylcytosine Sites in the Mouse Genome Using Ensemble Learning

Table 3

The contrast of performance for dissimilar classifiers under 10-fold crossvalidation.

Classifiers	ACC	MCC	Sn	Sp
BayesNet	0.727	0.453	0.739	0.714
NaiveBayes	0.752	0.504	0.751	0.753
SGD	0.712	0.424	0.710	0.713
SimpleLogistic	0.761	0.522	0.753	0.768
SMO	0.702	0.405	0.706	0.698
IBk	0.637	0.276	0.584	0.690
JRip	0.707	0.414	0.692	0.723
J48	0.665	0.330	0.674	0.655
RandomForest	0.770	0.541	0.753	0.787
AdaBoostM1	0.713	0.427	0.739	0.688
Bagging	0.729	0.459	0.744	0.714
Our method	0.803	0.606	0.784	0.822