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Table 6 ROC-based comparison of the five predicting methods – SVRMHC, additive, SYFPEITHI, BIMAS, RANKPEP and SVMHC, after overlapped peptides were removed for SVRMHC and additive methods, but not for the four qualitative methods.

From: Quantitative prediction of mouse class I MHC peptide binding affinity using support vector machine regression (SVR) models

 

SVRMHC

Additive

BIMAS

SYFPEITHI

RANKPEP

SVMHC

H2-Db

0.658

0.58

0.66

0.646

0.677

0.632

H2-Kb

0.83

0.766

0.769

0.731

0.485

0.748