From: PDRLGB: precise DNA-binding residue prediction using a light gradient boosting machine
Methods | ACC | SN | SP | ST | PRE | F1 | MCC | AUC | P-value |
---|---|---|---|---|---|---|---|---|---|
Dps-pred | 0.791 | 0.403 | 0.818 | 0.611 | 0.279 | 0.330 | 0.191 | - | - |
Dbs-pssm | 0.664 | 0.682 | 0.660 | 0.671 | 0.210 | 0.376 | 0.249 | - | - |
BindN | 0.703 | 0.694 | 0.705 | 0.700 | 0.291 | 0.410 | 0.297 | 0.752 | - |
Dp-bind | 0.781 | 0.792 | 0.772 | 0.782 | 0.378 | 0.512 | 0.490 | - | - |
BindN-RF | 0.782 | 0.781 | 0.782 | 0.782 | 0.385 | 0.516 | 0.436 | 0.861 | - |
BindN+ | 0.790 | 0.773 | 0.793 | 0.783 | 0.395 | 0.523 | 0.443 | 0.859 | - |
PreDNA | 0.794 | 0.768 | 0.797 | 0.783 | 0.398 | 0.524 | 0.424 | - | - |
EL _PSSM-RT | 0.808 | 0.854 | 0.801 | 0.826 | 0.428 | 0.569 | 0.507 | 0.901 | ** |
PDRLGB | 0.815 | 0.863 | 0.806 | 0.835 | 0.438 | 0.581 | 0.523 | 0.912 | 1.79 ×10−5 |