Package: genie Type: Package Title: A New, Fast, and Outlier Resistant Hierarchical Clustering Algorithm Version: 1.0.0 Date: 2016-03-07 Authors@R: c( person("Marek", "Gagolewski", role = c("aut", "cre"), email = "gagolews@rexamine.com"), person("Maciej", "Bartoszuk", role = "aut", email = "bartoszuk@rexamine.com"), person("Anna", "Cena", role = "aut", email = "cena@rexamine.com") ) Description: 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. License: GPL (>= 3) Depends: R (>= 3.1.0), stats Imports: Rcpp (>= 0.12.0) Suggests: datasets, testthat, stringi LinkingTo: Rcpp (>= 0.12.0) SystemRequirements: OpenMP, C++11 RoxygenNote: 5.0.1