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protoclust (version 1.6.3)

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

642

Version

1.6.3

License

GPL-2

Maintainer

Jacob Bien

Last Published

January 31st, 2019

Functions in protoclust (1.6.3)

find_elements

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

Hierarchical Clustering with Prototypes: Minimax Linkage.
plot.protoclust

Plot Dendrogram
protocut

Cut a Minimax Linkage Tree To Get a Clustering
plotwithprototypes

Plot Dendrogram with Prototype Labels Added
protoclust-package

Hierarchical Clustering with Prototypes: Minimax Linkage.