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Table 5 The performance of different machine learning methods

From: Prediction of conformational B-cell epitopes from 3D structures by random forests with a distance-based feature

  Bound dataset Unbound dataset
Method AUC F ACC SN SP AUC F ACC SN SP
ANN 0.588 0.213 0.557 0.5832 0.548 0.627 0.245 0.532 0.668 0.505
SVM 0.595 0.213 0.543 0.606 0.533 0.637 0.253 0.541 0.688 0.523
RF 0.633 0.227 0.672 0.490 0.692 0.654 0.256 0.608 0.601 0.606