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 |