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Table 8 Performance comparison of different methods on the H. pylori dataset

From: Sequence-based prediction of protein-protein interactions using weighted sparse representation model combined with global encoding

Model Accu.(%) Prec.(%) Sen.(%) MCC(%)
Phylogenetic booststrap [38] 75.80 80.20 69.80 N/A
HKNN [39] 84.00 84.00 86.00 N/A
Signature products [28] 83.40 85.70 79.90 N/A
Ensemble of HKNN [40] 86.60 85.00 86.70 N/A
Boosting [41] 79.52 81.69 80.37 70.64
Proposed method 92.83 96.13 89.32 86.65