Prediction of Protein-Protein Interaction Sites Based on Naive Bayes Classifier

Table 4

The best performance of machine learning algorithms tested on Dtestset72.

Method	Sensitivity (%)	Precision (%)	Specificity (%)	ACC (%)	MCC (%)	-measure (%)
NBC	48.3	16.1	62.1	60.3	7.7	24.2
SVM	0.61	44.4	99.8	86.9	4.0	11.9
RF	2.5	19.5	98.4	85.9	2.5	4.5
L1RG	6.1	26.6	97.5	85.5	7.0	9.9