Ens-PPI: A Novel Ensemble Classifier for Predicting the Interactions of Proteins Using Autocovariance Transformation from PSSM

Table 2

5-fold cross-validation results obtained by using the proposed method on H. pylori dataset.

Testing set	Accu. (%)	Prec. (%)	Sen. (%)	MCC (%)
1	85.76	87.45	82.87	75.52
2	83.53	82.65	84.38	72.49
3	86.11	87.55	83.57	76.02
4	81.99	83.27	79.51	70.42
5	86.82	90.88	83.55	77.06
Average	84.84 ± 2.01	86.36 ± 3.40	82.77 ± 1.90	74.30 ± 2.76