From: Predicting protein-protein interactions via multivariate mutual information of protein sequences
Feature | ACC(%) | SN(%) | Spec(%) | PPV(%) | NPV(%) | F1(%) | MCC(%) |
---|---|---|---|---|---|---|---|
MMI | 94.23 ±0.36 | 91.01 ±0.45 | 97.44 ±0.40 | 97.27 ±0.38 | 91.55 ±0.48 | 94.03 ±0.35 | 88.63 ±0.71 |
NMBAC | 92.76 ±0.35 | 90.99 ±0.59 | 94.53 ±0.50 | 94.34 ±0.37 | 91.30 ±0.68 | 92.63 ±0.26 | 85.57 ±0.70 |
MMI+NMBAC(A-B order) | 95.01 ±0.46 | 92.67 ±0.50 | 97.31 ±0.61 | 97.16 ±0.55 | 93.06 ±0.48 | 94.26 ±1.18 | 90.10 ±0.92 |
MMI+NMBAC(B-A order) | 94.90 ±0.24 | 92.60 ±0.47 | 97.22 ±0.58 | 97.10 ±0.44 | 92.89 ±0.55 | 94.79 ±0.78 | 89.91 ±1.1 |