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Table 5 5-fold cross-validation result obtained by using our proposed method on S.cerevisiae dataset

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

Testing set ACC(%) SN(%) Spec(%) PPV(%) NPV(%) F1(%) MCC(%)
1 95.41 93.15 97.60 97.46 93.54 92.26 90.88
2 94.99 92.03 97.82 97.57 92.80 94.72 90.11
3 94.28 92.31 96.29 96.23 92.44 94.23 88.64
4 94.95 92.69 97.22 97.10 92.97 94.84 89.99
5 95.40 93.15 97.60 97.46 93.54 95.26 90.88
Average 95.01 ±0.46 92.67 ±0.5 97.31 ±0.61 97.16 ±0.55 93.06 ±0.48 94.26 ±1.18 90.1 ±0.92