Table 3 The performance of complex-based 10-fold cross-validation.
From: Positive-unlabeled learning for the prediction of conformational B-cell epitopes
Predictor | Recall | Precision | F-score | MCC |
|---|---|---|---|---|
DiscoTope 2.0 | 0.26 | 0.17 | 0.21 | 0.11 |
ElliPro | 0.68 | 0.12 | 0.20 | 0.08 |
SEPPA 2.0 | 0.48 | 0.16 | 0.24 | 0.14 |
Baseline(r) | 0.58 ± 0.002 | 0.17 ± 0.003 | 0.26 ± 0.003 | 0.17 ± 0.004 |
Baseline(p) | 0.59 ± 0.001 | 0.18 ± 0.003 | 0.27 ± 0.003 | 0.18 ± 0.004 |
PUPre | 0.71 ± 0.015 | 0.18 ± 0.002 | 0.28 ± 0.003 | 0.21 ± 0.005 |