sparcl-package {sparcl}R Documentation

Performs sparse hierarchical and sparse K-means clustering

Description

Implements the sparse clustering methods of Witten and Tibshirani (2009) "A framework for feature selection in clustering"

Details

Package: sparcl
Type: Package
Version: 1.0
Date: 2009-07-06
License: GPL >=2
LazyLoad: yes

The main functions are KMeansSparseCluster and HierarchicalSparseCluster. Tuning parameters for these methods are chosen by KMeansSparseCluster.permute and HierarchicalSparseCluster.permute.

Author(s)

Daniela M. Witten and Robert Tibshirani

Maintainer: dwitten at stanford dot edu

References

Witten and Tibshirani (2009) A framework for feature selection in clustering.


[Package sparcl version 1.0 Index]