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

Table 5

The contrast of performance for dissimilar classifiers on TEST-320.

Classifiers	ACC	MCC	Sn	Sp
BayesNet	0.769	0.547	0.675	0.863
NaiveBayes	0.788	0.577	0.744	0.831
SGD	0.688	0.379	0.756	0.619
Simple Logistic	0.728	0.456	0.738	0.719
SMO	0.675	0.353	0.744	0.606
IBk	0.600	0.201	0.563	0.638
JRip	0.769	0.541	0.713	0.825
J48	0.663	0.325	0.656	0.669
Random Forest	0.778	0.558	0.738	0.819
AdaBoostM1	0.791	0.581	0.794	0.788
Bagging	0.781	0.564	0.744	0.819
Our method	0.822	0.644	0.806	0.838