Table 5 Performance comparison between our method with four existing methods on the independent dataset
From: Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approach
Method | ACC | SEN | SPE | PRE | F1 | MCC | AUC |
|---|---|---|---|---|---|---|---|
PreHots | 0.788 | 0.818 | 0.766 | 0.711 | 0.761 | 0.576 | 0.820 |
PrPDH | 0.600 | 0.545 | 0.638 | 0.514 | 0.529 | 0.182 | 0.628 |
PremPDI | 0.463 | 0.333 | 0.553 | 0.344 | 0.338 | -0.114 | 0.411 |
mCSM-NA | 0.563 | 0.121 | 0.872 | 0.400 | 0.186 | -0.010 | 0.472 |
SAMPDI | 0.545 | 0.272 | 0.727 | 0.400 | 0.324 | 0.000 | 0.525 |