Classification

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classifly : Explore classification models in high dimensions

knncat
: Nearest-neighbor classification with categorical variables

knnTree
:k-nn classification with variable selection inside leaves of a tree

StoppingRules
: Stopping rules for microarray classifiers

PAM : Prediction Analysis for Microarrays



Package Maintainer Title
ctc Antoine Lucas Cluster and Tree Conversion.
gpls Biocore Team Classification using generalized partial least squares
logicFS Holger Schwender Identification of SNP Interactions
made4 Aedin Culhane Multivariate analysis of microarray data using ADE4
MCRestimate Markus Ruschhaupt Misclassification error estimation with cross-validation
MLInterfaces V. Carey Uniform interfaces to R machine learning procedures for data in Bioconductor containers
pamr Rob TIbshirani Pam: prediction analysis for microarrays
pdmclass James W. MacDonald Classification of Microarray Samples using Penalized Discriminant Methods
stam Claudio Lottaz Structured Analysis of Microarray Data