genie: A New, Fast, and Outlier Resistant Hierarchical Clustering Algorithm
Version 1.0.4

A new hierarchical clustering linkage criterion: the Genie algorithm links two clusters in such a way that a chosen economic inequity measure (e.g., the Gini index) of the cluster sizes does not increase drastically above a given threshold. Benchmarks indicate a high practical usefulness of the introduced method: it most often outperforms the Ward or average linkage in terms of the clustering quality while retaining the single linkage speed, see (Gagolewski et al. 2016a , 2016b ) for more details.

Package details

AuthorMarek Gagolewski [aut, cre], Maciej Bartoszuk [aut], Anna Cena [aut]
Date of publication2017-04-27 15:44:40 UTC
MaintainerMarek Gagolewski <[email protected]>
LicenseGPL (>= 3)
Package repositoryView on CRAN
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genie documentation built on May 29, 2017, 3:44 p.m.