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protoclust (version 1.6.4)

Hierarchical Clustering with Prototypes

Description

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," The Journal of the American Statistical Association, 106(495), 1075-1084.

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Version

Install

install.packages('protoclust')

Monthly Downloads

599

Version

1.6.4

License

GPL-2

Maintainer

Jacob Bien

Last Published

April 1st, 2022

Functions in protoclust (1.6.4)

plot.protoclust

Plot Dendrogram
protoclust-package

Hierarchical Clustering with Prototypes: Minimax Linkage.
plotwithprototypes

Plot Dendrogram with Prototype Labels Added
find_elements

Find the path from root to highest occurrence of each element
protocut

Cut a Minimax Linkage Tree To Get a Clustering
protoclust

Hierarchical Clustering with Prototypes: Minimax Linkage.
plotwithtext

Plot Dendrogram with Interior Node Text Added