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.

Package details

AuthorArgiris Sakellariou
Bioconductor views DifferentialExpression FeatureExtraction GeneExpression Microarray
MaintainerArgiris Sakellariou <argisake@gmail.com>
LicenseGPL (>= 2)
Version1.20.0
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("mAPKL")

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mAPKL documentation built on Nov. 8, 2020, 4:57 p.m.