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Table 8 Comparison of the prediction performance between our proposed method and other different methods on human 8161 dataset

From: Predicting protein-protein interactions via multivariate mutual information of protein sequences

Methods ACC(%) SN(%) PPV(%) MCC(%)
Our method(MMI + NMBAC) 97.56 96.57 98.30 95.13
Our method(MMI) 96.08 95.05 96.97 92.17
Our method(NMBAC) 95.59 94.06 96.94 91.21
Huang’s work(DCT + SMR) [19] 96.30 92.63 99.59 92.82