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.


Reference manual

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1.6.3 by Jacob Bien, 3 years ago

Browse source code at https://github.com/cran/protoclust

Authors: Jacob Bien and Rob Tibshirani

Documentation:   PDF Manual  

Task views: Cluster Analysis & Finite Mixture Models

GPL-2 license

Imported by SEMgraph, TreeSearch, scalpel.

Suggested by FCPS, TreeDist, eclust.

See at CRAN