DOI: 10.18129/B9.bioc.CMA    

This is the development version of CMA; for the stable release version, see CMA.

Synthesis of microarray-based classification

Bioconductor version: Development (3.9)

This package provides a comprehensive collection of various microarray-based classification algorithms both from Machine Learning and Statistics. Variable Selection, Hyperparameter tuning, Evaluation and Comparison can be performed combined or stepwise in a user-friendly environment.

Author: Martin Slawski <ms at>, Anne-Laure Boulesteix <boulesteix at>, Christoph Bernau <bernau at>.

Maintainer: Christoph Bernau <bernau at>

Citation (from within R, enter citation("CMA")):


To install this package, start R (version "3.6") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))
BiocManager::install("CMA", version = "3.9")

For older versions of R, please refer to the appropriate Bioconductor release.


To view documentation for the version of this package installed in your system, start R and enter:



PDF R Script CMA_vignette.pdf
PDF   Reference Manual


biocViews Classification, DecisionTree, Software
Version 1.41.0
In Bioconductor since BioC 2.3 (R-2.8) (10.5 years)
License GPL (>= 2)
Depends R (>= 2.10), methods, stats, Biobase
Suggests MASS, class, nnet, glmnet, e1071, randomForest, plsgenomics, gbm, mgcv, corpcor, limma, st, mvtnorm
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package CMA_1.41.0.tar.gz
Windows Binary
Mac OS X 10.11 (El Capitan) CMA_1.41.0.tgz
Source Repository git clone
Source Repository (Developer Access) git clone
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