sparcl: Perform sparse hierarchical clustering and sparse k-means clustering

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Implements the sparse clustering methods of Witten and Tibshirani (2010): "A framework for feature selection in clustering"; published in Journal of the American Statistical Association 105(490): 713-726.

Author
Daniela M. Witten and Robert Tibshirani
Date of publication
2013-01-04 08:56:50
Maintainer
Daniela Witten <dwitten@u.washington.edu>
License
GPL-2
Version
1.0.3

View on CRAN

Man pages

ColorDendrogram
Color the leaves in a hierarchical clustering dendrogram
HierarchicalSparseCluster
Hierarchical sparse clustering
HierarchicalSparseCluster.permute
Choose tuning parameter for sparse hierarchical clustering
HierarchicalSparseCluster.wrapper
A wrapper for the hierarchical sparse clustering algorithm
KMeansSparseCluster
Performs sparse k-means clustering
KMeansSparseCluster.permute
Choose tuning parameter for sparse k-means clustering
sparcl-package
Performs sparse hierarchical and sparse K-means clustering

Files in this package

sparcl
sparcl/MD5
sparcl/man
sparcl/man/KMeansSparseCluster.permute.Rd
sparcl/man/sparcl-package.Rd
sparcl/man/ColorDendrogram.Rd
sparcl/man/HierarchicalSparseCluster.wrapper.Rd
sparcl/man/HierarchicalSparseCluster.permute.Rd
sparcl/man/KMeansSparseCluster.Rd
sparcl/man/HierarchicalSparseCluster.Rd
sparcl/src
sparcl/src/distfun.f
sparcl/src/multfun.f
sparcl/R
sparcl/R/KMeansSparseCluster.R
sparcl/R/KMeansSparseCluster.permute.R
sparcl/R/distfun.R
sparcl/R/zzz.R
sparcl/R/ColorDendrogram.R
sparcl/R/HierarchicalSparseCluster.permute.R
sparcl/R/HierarchicalSparseCluster.wrapper.R
sparcl/R/multfun.R
sparcl/R/HierarchicalSparseCluster.R
sparcl/R/SparseClustering.R
sparcl/DESCRIPTION
sparcl/NAMESPACE