Journals
Publish with us
Publishing partnerships
About us
Blog
Computational and Mathematical Methods in Medicine
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Computational and Mathematical Methods in Medicine
/
2013
/
Article
/
Tab 5
/
Research Article
Applications of Bayesian Gene Selection and Classification with Mixtures of Generalized Singular
-Priors
Table 5
Performance comparison of different procedures with LOOCV for the colon cancer study.
Methods
No. of genes
LOOCV error rate
LOOCV accuracy
Bayesian
-prior
5
0.0390 (3/77)
0.9610 (74/77)
Bayesian
-prior
6
0.0519 (4/77)
0.9481 (73/77)
Bayesian
-prior
10
0.0649 (5/77)
0.9351 (72/77)
Bayesian
-prior
14
0.0779 (6/77)
0.9221 (71/77)
Bayesian
-prior
20
0.0779 (6/77)
0.9221 (71/77)
HBE
6
0.0390 (3/77)
0.9610 (74/77)
-test + probit regression
6
0.1169 (9/77)
0.8831 (68/77)
-test + probit regression
10
0.1558 (12/77)
0.8442 (65/77)
-test + probit regression
14
0.2208 (17/77)
0.7792 (60/77)