Bioconductor-mirror/mAPKL: A Hybrid Feature Selection method for gene expression data

We propose 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 a small yet informative subset of genes.

Getting started

Package details

AuthorArgiris Sakellariou
Bioconductor views DifferentialExpression FeatureExtraction GeneExpression Microarray
MaintainerArgiris Sakellariou <[email protected]>
LicenseGPL (>= 2)
Version1.7.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("Bioconductor-mirror/mAPKL")
Bioconductor-mirror/mAPKL documentation built on June 1, 2017, 11:42 a.m.