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

Table 4

Different methods on H. pylori dataset performance comparison.

Model	Accu. (%)	Prec. (%)	Sen. (%)	MCC (%)
Phylogenetic bootstrap [35]	75.80	80.20	69.80	N/A
HKNN [36]	84.00	84.00	86.00	N/A
Ensemble of HKNN [37]	86.60	85.00	86.70	N/A
Signature products [26]	83.40	85.70	79.90	N/A
Boosting [38]	79.52	81.69	80.37	70.64
Ensemble ELM [25]	87.50	86.15	88.95	78.13
Our method	84.84	86.36	82.77	74.30