dclust: Divisive Hierarchical Clustering

Contains a single function dclust() for divisive hierarchical clustering based on recursive k-means partitioning (k = 2). Useful for clustering large datasets where computation of a n x n distance matrix is not feasible (e.g. n > 10,000 records). For further information see Steinbach, Karypis and Kumar (2000) <http://glaros.dtc.umn.edu/gkhome/fetch/papers/docclusterKDDTMW00.pdf>.

Getting started

Package details

AuthorShaun Wilkinson [aut, cre] (<https://orcid.org/0000-0002-7332-7931>), Paolo Giordani [aut]
MaintainerShaun Wilkinson <shaunpwilkinson@gmail.com>
LicenseGPL-3
Version0.1.0
URL http://github.com/shaunpwilkinson/dclust
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("dclust")

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dclust documentation built on Sept. 5, 2019, 5:03 p.m.