Package: CMA
Type: Package
Title: Synthesis of microarray-based classification
Version: 1.65.0
Date: 2009-09-14
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>.
Maintainer: Roman Hornung <hornung@ibe.med.uni-muenchen.de>
Depends: R (>= 2.10), methods, stats, Biobase
Suggests: MASS, class, nnet, glmnet, e1071, randomForest, plsgenomics,
        gbm, mgcv, corpcor, limma, st, mvtnorm
Description: 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.
Collate: classes.r GenerateLearningsets.r GeneSelection.r tune.r
        classification.r evaluation.r join.r compare.r Planarplot.r
        compBoostCMA.r dldaCMA.r ElasticNetCMA.r fdaCMA.r flexdaCMA.r
        gbmCMA.r knnCMA.r LassoCMA.r ldaCMA.r nnetCMA.r pknnCMA.r
        plrCMA.r pls_ldaCMA.r pls_lrCMA.r pls_rfCMA.r pnnCMA.r qdaCMA.r
        rfCMA.r scdaCMA.r weighted_mcr.r wmc.r shrinkldaCMA.r svmCMA.r
        filter.r internals.r
License: GPL (>= 2)
biocViews: Classification, DecisionTree
git_url: https://git.bioconductor.org/packages/CMA
git_branch: devel
git_last_commit: c6f5e4f
git_last_commit_date: 2024-10-29
Repository: Bioconductor 3.21
Date/Publication: 2024-11-25
NeedsCompilation: no
Packaged: 2024-11-25 20:54:41 UTC; biocbuild
Built: R 4.5.0; ; 2024-11-26 12:26:45 UTC; unix
