Package: sparcl 1.0.4
Daniela Witten
sparcl: Perform Sparse Hierarchical Clustering and Sparse K-Means Clustering
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.
Authors:
sparcl_1.0.4.tar.gz
sparcl_1.0.4.tar.gz(r-4.5-noble)sparcl_1.0.4.tar.gz(r-4.4-noble)
sparcl_1.0.4.tgz(r-4.4-emscripten)sparcl_1.0.4.tgz(r-4.3-emscripten)
sparcl.pdf |sparcl.html✨
sparcl/json (API)
| # Install 'sparcl' in R: |
| install.packages('sparcl', repos = 'https://cloud.r-project.org') |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:a6b8a9418e. Checks:3 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 19 2025 |
| R-4.5-linux-x86_64 | OK | Mar 19 2025 |
| R-4.4-linux-x86_64 | OK | Mar 19 2025 |
Exports:ColorDendrogramHierarchicalSparseClusterHierarchicalSparseCluster.permuteHierarchicalSparseCluster.wrapperKMeansSparseClusterKMeansSparseCluster.permuteplot.HierarchicalSparseClusterplot.HierarchicalSparseCluster.permuteplot.KMeansSparseClusterplot.KMeansSparseCluster.permuteprint.HierarchicalSparseClusterprint.HierarchicalSparseCluster.permuteprint.KMeansSparseClusterprint.KMeansSparseCluster.permute
Dependencies:
Citation
To cite package ‘sparcl’ in publications use:
Witten DM, Tibshirani R (2018). sparcl: Perform Sparse Hierarchical Clustering and Sparse K-Means Clustering. R package version 1.0.4, https://CRAN.R-project.org/package=sparcl.
ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.
Corresponding BibTeX entry:
@Manual{,
title = {sparcl: Perform Sparse Hierarchical Clustering and Sparse
K-Means Clustering},
author = {Daniela M. Witten and Robert Tibshirani},
year = {2018},
note = {R package version 1.0.4},
url = {https://CRAN.R-project.org/package=sparcl},
}
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Performs sparse hierarchical and sparse K-means clustering | sparcl-package sparcl |
| Color the leaves in a hierarchical clustering dendrogram | ColorDendrogram |
| Hierarchical sparse clustering | HierarchicalSparseCluster plot.HierarchicalSparseCluster print.HierarchicalSparseCluster |
| Choose tuning parameter for sparse hierarchical clustering | HierarchicalSparseCluster.permute plot.HierarchicalSparseCluster.permute print.HierarchicalSparseCluster.permute |
| A wrapper for the hierarchical sparse clustering algorithm | HierarchicalSparseCluster.wrapper |
| Performs sparse k-means clustering | KMeansSparseCluster plot.KMeansSparseCluster print.KMeansSparseCluster |
| Choose tuning parameter for sparse k-means clustering | KMeansSparseCluster.permute plot.KMeansSparseCluster.permute print.KMeansSparseCluster.permute |