Table 4.
Prediction comparison of different methods on BID test sets
Method | Features | ACC | F1 | PRE |
---|---|---|---|---|
Hot point | Structural features | 0.72 | 0.49 | 0.55 |
ppRF | B-factor, individual atomic contacts and the co-occurring contacts | 0.78 | 0.58 | 0.69 |
HEP | Physicochemical, structural neighborhood features | 0.79 | 0.70 | 0.60 |
PredHS | Structural neighborhood features | 0.88 | 0.76 | 0.79 |
Hu method | Sequence features | 0.76 | 0.80 | 1.0 |
Our method | Sequence features | 0.92 | 0.89 | 0.95 |