Table 2. Classification (TP, FP, FN) and performance (p, r, F) results without repetitions.
Method | APOs | HOLOs | APOs + HOLOs | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP | FN | p | r | F | TP | FP | FN | p | r | F | p | r | F | |
Fpocket | 4697 | 4763 | 8291 | 0.50 | 0.36 | 0.42 | 13932 | 17522 | 20651 | 0.44 | 0.40 | 0.42 | 0.45 | 0.39 | 0.42 |
GaussianFinder | 3774 | 4711 | 9214 | 0.44 | 0.29 | 0.35 | 9724 | 14793 | 24859 | 0.40 | 0.28 | 0.33 | 0.41 | 0.28 | 0.34 |
GHECOM | 3629 | 8259 | 9359 | 0.31 | 0.28 | 0.29 | 10027 | 27233 | 24556 | 0.27 | 0.29 | 0.28 | 0.28 | 0.29 | 0.28 |
KVFinder | 2608 | 2688 | 10380 | 0.49 | 0.20 | 0.29 | 7398 | 7985 | 27185 | 0.48 | 0.21 | 0.30 | 0.48 | 0.21 | 0.29 |
Abbreviations:
APOs: apo proteins; HOLOs: holo proteins.
TP: true positives; FP: false positives; FN: false negatives.
p: precision; r: recall; F: F-score.