Research Article
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 |
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