protoclust: Hierarchical Clustering with Prototypes

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Performs minimax linkage hierarchical clustering. Every cluster has an associated prototype element that represents that cluster as described in Bien, J., and Tibshirani, R. (2011), "Hierarchical Clustering with Prototypes via Minimax Linkage," accepted for publication in The Journal of the American Statistical Association, DOI: 10.1198/jasa.2011.tm10183.

Author
Jacob Bien and Rob Tibshirani
Date of publication
2015-02-22 00:09:59
Maintainer
Jacob Bien <jbien@cornell.edu>
License
GPL-2
Version
1.5

View on CRAN

Man pages

plotwithprototypes
Plot dendrogram with prototype labels added
protoclust
Hierarchical clustering with prototypes: Minimax linkage.
protoclust-package
Hierarchical Clustering with Prototypes: Minimax Linkage.
protocut
Cut a minimax linkage tree to get a clustering

Files in this package

protoclust
protoclust/src
protoclust/src/hier.c
protoclust/NAMESPACE
protoclust/R
protoclust/R/protoclust.R
protoclust/R/protocut.R
protoclust/R/protoclust-package.R
protoclust/R/plotfunctions.R
protoclust/MD5
protoclust/DESCRIPTION
protoclust/man
protoclust/man/protocut.Rd
protoclust/man/protoclust.Rd
protoclust/man/plotwithprototypes.Rd
protoclust/man/protoclust-package.Rd