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Table 4 Five-fold cross-validations of base epitope predictors

From: A meta-learning approach for B-cell conformational epitope prediction

Classifier TPR FPR Precision Accuracy F-score MCC AUC
SEPPA 2.0 0.450 0.097 0.291 0.867 0.348 0.290 0.793
DiscoTope 2.0 0.930 0.761 0.096 0.294 0.173 0.110 0.617
Bpredictor 0.129 0.017 0.399 0.916 0.195 0.192 0.690
ElliPro 0.711 0.512 0.108 0.506 0.186 0.109 0.635
AAP 0.831 0.770 0.085 0.278 0.154 0.039 0.490
ABCpred 0.603 0.548 0.088 0.463 0.152 0.031 0.536
BCPREDS 0.962 0.906 0.084 0.163 0.154 0.053 0.476
BepiPred 0.718 0.500 0.110 0.517 0.191 0.118 0.609