CMA
This package is for version 3.18 of Bioconductor; for the stable, up-to-date release version, see CMA.
Synthesis of microarray-based classification
DOI: 10.18129/B9.bioc.CMA
Bioconductor version: 3.18
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 cs.uni-sb.de>, Anne-Laure Boulesteix <boulesteix at ibe.med.uni-muenchen.de>, Christoph Bernau <bernau at ibe.med.uni-muenchen.de>.
Maintainer: Roman Hornung <hornung at ibe.med.uni-muenchen.de>
citation("CMA")):
Installation
To install this package, start R (version "4.3") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("CMA")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("CMA")
Details
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Follow Installation instructions to use this package in your R session.