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 |