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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
  1. aN/A means not available