Table 4 Comparison of different combinations of features in 10-fold cross validation
From: Predicting protein-binding regions in RNA using nucleotide profiles and compositions
| Â | Sensitivity | Specificity | Accuracy | PPV | NPV | MCC |
|---|---|---|---|---|---|---|
mPWM | 89.09% | 90.60% | 89.87% | 89.67% | 90.06% | 0.797 |
dPWM | 90.48% | 92.06% | 91.31% | 91.27% | 91.34% | 0.826 |
compositions | 71.44% | 88.23% | 80.20% | 84.76% | 77.12% | 0.608 |
mPWM + dPWM | 91.46% | 91.98% | 91.73% | 91.27% | 92.16% | 0.834 |
mPWM + compositions | 91.31% | 91.55% | 91.43% | 90.83% | 92.00% | 0.828 |
dPWM + compositions | 91.07% | 92.53% | 91.83% | 91.78% | 91.88% | 0.836 |
mPWM + dPWM + compositions | 91.61% | 92.39% | 92.02% | 91.69% | 92.31% | 0.840 |