Table 9 Prediction results on five independent species by our proposed method, based on S.cerevisiae dataset as the training set
From: Predicting protein-protein interactions via multivariate mutual information of protein sequences
Species | Testing pairs | ACC(%) | |||||
|---|---|---|---|---|---|---|---|
|  |  | MMI + NMBAC | MMI | NMBAC | You’s work [18] | Huang’s work [19] | Zhou’s work [14] |
E.coli | 6954 | 92.80 | 89.01 | 90.13 | 89.30 | 66.08 | 71.24 |
C.elegans | 4013 | 92.16 | 88.54 | 86.72 | 87.71 | 81.19 | 75.73 |
human 1412 | 1412 | 94.33 | 91.31 | 90.23 | 94.19 | 82.22 | 76.27 |
H.pylori | 1420 | 91.13 | 90.28 | 90.34 | 90.99 | 82.18 | N/A a |
M.musculus | 313 | 95.85 | 92.01 | 91.37 | 91.96 | 79.87 | 76.68 |