protoclust v1.6.3

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Hierarchical Clustering with Prototypes

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.

Functions in protoclust

Name Description
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.
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Details

Type Package
Date 2019-01-24
License GPL-2
LazyLoad yes
RoxygenNote 6.0.1
NeedsCompilation yes
Packaged 2019-01-31 06:53:53 UTC; jbien
Repository CRAN
Date/Publication 2019-01-31 08:50:03 UTC
Contributors Rob Tibshirani, Jacob Bien

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