Package: CMA Type: Package Title: Synthesis of microarray-based classification Version: 1.71.0 Date: 2009-09-14 Author: Martin Slawski , Anne-Laure Boulesteix , Christoph Bernau . Maintainer: Roman Hornung 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 Repository: https://bioc.r-universe.dev Date/Publication: 2026-04-28 12:32:58 UTC RemoteUrl: https://github.com/bioc/CMA RemoteRef: HEAD RemoteSha: b83e472a68879213b1b7ecdb5d28f1c9c0635993 NeedsCompilation: no Packaged: 2026-07-04 05:30:50 UTC; root