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Table 5 Comparison of performance between the additive method, SVRMHC, and SVR models with sparse encoding scheme for H2-Db, H2-Kb and H2-Kk.

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

   Additive method SVRMHC SVR, Sparse encoding
H2-Db Numbers of outliers 6 3 5
  q2(LOO_CV) 0.401 0.456 0.459
H2-Kb Numbers of outliers 7 6 8
  q2(LOO_CV) 0.454 0.486 0.352
H2-Kk Numbers of outliers 2 0 1
  q2(LOO_CV) 0.456 0.721 0.523