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 , Anne-Laure Boulesteix . |
| Maintainer | Martin Slawski |
To install this package, start R and enter:
source("http://bioconductor.org/biocLite.R")
biocLite("CMA")
Vignettes (Documentation) |
Package Downloads |
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| biocViews | |
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| Depends | R, methods, stats, Biobase |
| Suggests | MASS, class, nnet, glmpath, e1071, randomForest, plsgenomics, gbm, mgcv, corpcor, limma |
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| License | GPL (version 2 or later) |
| URL | |
| dependsOnMe | |
| suggestsMe |