sparcl-package: Performs sparse hierarchical and sparse K-means clustering
In sparcl: Perform Sparse Hierarchical Clustering and Sparse K-Means Clustering

Description Details Author(s) References

Implements the sparse clustering methods of Witten and Tibshirani (2010) "A framework for feature selection in clustering", Journal Amer. Stat. Assocn. 105(490): 713-726.

Package:	sparcl
Type:	Package
Version:	1.0.3
Date:	2013-1-02
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.

Daniela M. Witten and Robert Tibshirani

Maintainer: Daniela Witten <dwitten@u.washington.edu>

Witten and Tibshirani (2010) A framework for feature selection in clustering. Journal Amer. Stat. Assocn. 105(490): 713-726.

sparcl documentation built on May 1, 2019, 9:20 p.m.