Skip to main content
. 2020 Mar 24;8:183. doi: 10.3389/fbioe.2020.00183

TABLE 2.

The comparison of different classifiers for predicting phage enzymes.

Classifier Sn Sp Ac MCC AUC
KNN 0.98 0.16 0.702 0.232 0.664
RF 0.73 0.76 0.752 0.490 0.798
SVM 0.83 0.88 0.851 0.703 0.897
MLP 0.77 0.84 0.812 0.610 0.858

SVM, support vector machine; RF, random forest; MLP, multilayer perceptron; KNN, k-nearest neighbors; Sn, sensitivity; Sp, specificity; Ac, accuracy; MCC, Matthew correlation coefficient; AUC, area under receiver operating characteristic (ROC) curve.