Research Article

Naïve Bayes Classifier with Feature Selection to Identify Phage Virion Proteins

Table 2

Comparison of Naïve Bayes with other methods by using optimized features.

ClassifierSn (%)Sp (%)Acc (%)auROC

BayesNet68.6979.8176.220.799
RBFnetwork72.7382.2179.150.839
Random Forest55.5684.6275.240.802
LogitBoot52.5385.1074.590.795
SVM63.6486.5479.150.836
J4861.6277.8872.640.671
Naïve Bayes75.7680.7779.150.855