CMA
Synthesis of microarray-based classification
Bioconductor version: 3.24 · Package version: 1.71.0
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.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("CMA")Details
| Maintainer | Roman Hornung <hornung@ibe.med.uni-muenchen.de> |
| Author | Martin Slawski <ms@cs.uni-sb.de>, Anne-Laure Boulesteix <boulesteix@ibe.med.uni-muenchen.de>, Christoph Bernau <bernau@ibe.med.uni-muenchen.de>. |
| License | GPL (>= 2) |
| Downloads rank | 663 |
| Source branch | devel |
| biocViews | Classification, DecisionTree, Software |
Documentation
Download
Follow the installation instructions to use this package in your R session.
| Source package | CMA_1.71.0.tar.gz |
| Windows binary (x86_64) | CMA_1.71.0.zip |
| macOS binary (arm64) | CMA_1.71.0.tgz |
| macOS binary (x86_64) | CMA_1.71.0.tgz |