mAPKL-package {mAPKL}R Documentation

A hybrid feature selection method for gene expression data

Description

A hybrid FS method (mAP-KL), which combines multiple hypothesis testing and affinity propagation (AP) clustering algorithm along with the Krzanowski & Lai cluster quality index, to select an informative subset of genes.

Details

Package: mAPKL
Type: Package
Version: 0.99.01
Date: 2014-05-07
License: GPL (>= 2)

Author(s)

Argiris Sakellariou Argiris Sakellariou <a.sakellariou@gonkhosp.gr>

References

A. Sakellariou, D. Sanoudou, and G. Spyrou, "Combining multiple hypothesis testing and affinity propagation clustering leads to accurate, robust and sample size independent classification on gene expression data, " BMC Bioinformatics, vol. 13, p. 270, 2012.


[Package mAPKL version 1.15.2 Index]