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:Daniela M. Witten and Robert Tibshirani

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 = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

fortran

4.20 score 1 stars 4 packages 132 scripts 626 downloads 12 mentions 14 exports 0 dependencies

Last updated 6 years agofrom:a6b8a9418e. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 19 2024
R-4.5-linux-x86_64OKDec 19 2024

Exports:ColorDendrogramHierarchicalSparseClusterHierarchicalSparseCluster.permuteHierarchicalSparseCluster.wrapperKMeansSparseClusterKMeansSparseCluster.permuteplot.HierarchicalSparseClusterplot.HierarchicalSparseCluster.permuteplot.KMeansSparseClusterplot.KMeansSparseCluster.permuteprint.HierarchicalSparseClusterprint.HierarchicalSparseCluster.permuteprint.KMeansSparseClusterprint.KMeansSparseCluster.permute

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Performs sparse hierarchical and sparse K-means clusteringsparcl-package sparcl
Color the leaves in a hierarchical clustering dendrogramColorDendrogram
Hierarchical sparse clusteringHierarchicalSparseCluster plot.HierarchicalSparseCluster print.HierarchicalSparseCluster
Choose tuning parameter for sparse hierarchical clusteringHierarchicalSparseCluster.permute plot.HierarchicalSparseCluster.permute print.HierarchicalSparseCluster.permute
A wrapper for the hierarchical sparse clustering algorithmHierarchicalSparseCluster.wrapper
Performs sparse k-means clusteringKMeansSparseCluster plot.KMeansSparseCluster print.KMeansSparseCluster
Choose tuning parameter for sparse k-means clusteringKMeansSparseCluster.permute plot.KMeansSparseCluster.permute print.KMeansSparseCluster.permute