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Table 4 Performance of I-Ag7 MOEA derived motifs

From: Predicting peptides binding to MHC class II molecules using multi-objective evolutionary algorithms

 

AUC value

MOEA-derived Motifs

Datasets

 

Reizis

Harrison

Gregori

Latek

Corper

MHCPEP

Yu

self-discovery

0.75

0.75

0.77

0.93

0.70

0.75

0.75

guided-discovery

0.77

0.74

0.81

0.83

0.72

0.77

0.71

  1. Seven-fold cross-validation accuracies of MOEA derived motifs on training dataset.