sparcl-package:
Performs sparse hierarchical and sparse K-means clustering
Description
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.
Details
|
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.
References
Witten and Tibshirani (2010) A framework for feature selection in
clustering. Journal
Amer. Stat. Assocn. 105(490): 713-726.