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
|Author||Marek Gagolewski [aut, cre], Maciej Bartoszuk [aut], Anna Cena [aut]|
|Date of publication||2017-04-27 15:44:40 UTC|
|Maintainer||Marek Gagolewski <[email protected]>|
|License||GPL (>= 3)|
|Package repository||View on CRAN|
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