Table 1. Classification (TP, FP, FN) and performance (p, r, F) results with repetitions.
Method | APOs | HOLOs | APOs + HOLOs | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP | FN | p | r | F | TP | FP | FN | p | r | F | p | r | F | |
Fpocket | 16722 | 1480 | 3644 | 0.92 | 0.82 | 0.86 | 50027 | 5722 | 8699 | 0.90 | 0.85 | 0.87 | 0.90 | 0.84 | 0.87 |
GaussianFinder | 16441 | 2443 | 1251 | 0.87 | 0.93 | 0.90 | 45011 | 7939 | 2964 | 0.85 | 0.94 | 0.89 | 0.86 | 0.94 | 0.89 |
GHECOM | 11875 | 5946 | 5307 | 0.67 | 0.69 | 0.68 | 33962 | 19566 | 13917 | 0.63 | 0.71 | 0.67 | 0.64 | 0.70 | 0.67 |
KVFinder | 8074 | 1378 | 7590 | 0.85 | 0.52 | 0.64 | 23385 | 3643 | 19885 | 0.87 | 0.54 | 0.67 | 0.86 | 0.53 | 0.66 |
Abbreviations:
APOs: apo proteins; HOLOs: holo proteins.
TP: true positives; FP: false positives; FN: false negatives.
p: precision; r: recall; F: F-score.