# 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. No Results!