Table 2 Effect of evolutionary information on the performance of RF classifiers.
From: Prediction of DNA-binding residues from protein sequence information using random forests
Evolutionary information | Accuracy (%) | Sensitivity (%) | Specificity (%) | Strength (%) | ROC AUC |
|---|---|---|---|---|---|
None | 70.23 | 73.46 | 69.68 | 71.57 | 0.7837 |
PSSM | 75.09 | 79.26 | 74.38 | 76.82 | 0.8521 |
H m , H d , K m , K d | 74.78 | 77.70 | 74.29 | 75.99 | 0.8422 |
PSSM, H m , H d , K m , K d | 78.20 | 78.06 | 78.22 | 78.14 | 0.8605 |