sparcl (version 1.0.4)

Perform Sparse Hierarchical Clustering and Sparse K-Means Clustering

Description

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.

Copy Link

Version

Install

install.packages('sparcl')

Monthly Downloads

513

Version

1.0.4

License

GPL-2

Maintainer

Daniela Witten

Last Published

October 24th, 2018

Functions in sparcl (1.0.4)

KMeansSparseCluster

Performs sparse k-means clustering

KMeansSparseCluster.permute

Choose tuning parameter for sparse k-means clustering

HierarchicalSparseCluster

Hierarchical sparse clustering

ColorDendrogram

Color the leaves in a hierarchical clustering dendrogram

sparcl-package

Performs sparse hierarchical and sparse K-means clustering

HierarchicalSparseCluster.permute

Choose tuning parameter for sparse hierarchical clustering

HierarchicalSparseCluster.wrapper

A wrapper for the hierarchical sparse clustering algorithm