Skip to main content

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

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us