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Table 1 The parameters recommended by Cherkassky and Ma (2004) (ε and C) and the final optimized parameters (ε, C and γ) of the SVRMHC models constructed for the three mouse class I alleles.

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

 

ε-recommended

ε-optimized

C-recommended

C-optimized

γ-optimized

Model for H2-Db

0.0475

0.0150

10.34

18.39

0.0316

Model for H2-Kb

0.0513

0.5134

10.88

34.41

0.0316

Model for H2-Kk

0.0152

0.0152

10.00

10.00

0.3162