Table 3 Comparison of classifier performance using a separate test dataset.
From: Prediction of DNA-binding residues from protein sequence information using random forests
Classifier | Accuracy (%) | Sensitivity (%) | Specificity (%) | Strength (%) | ROC AUC |
|---|---|---|---|---|---|
BindN-RF | 80.00 | 73.08 | 80.63 | 76.86 | 0.8495 |
BindN | 70.81 | 68.70 | 71.01 | 69.85 | 0.7648 |
DP-Bind | 78.89 | 65.89 | 80.76 | 73.32 | 0.8149 |
DBS-PSSM | 67.91 | 37.48 | 70.72 | 54.10 | 0.5528 |