CMA: Synthesis of microarray-based classification

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.

Package details

AuthorMartin Slawski <>, Anne-Laure Boulesteix <>, Christoph Bernau <>.
Bioconductor views Classification DecisionTree
MaintainerRoman Hornung <>
LicenseGPL (>= 2)
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))


Try the CMA package in your browser

Any scripts or data that you put into this service are public.

CMA documentation built on Nov. 8, 2020, 5:02 p.m.