Package: r-cran-genie
Version: 1.0.7-2
Architecture: amd64
Architecture-Variant: amd64v3
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 283
Depends: r-api-4.0, r-cran-genieclust, r-cran-rcpp (>= 1.0.0), libc6 (>= 2.29), libgcc-s1 (>= 3.0), libgomp1 (>= 4.9), libstdc++6 (>= 14), r-pkg-team-core-architecture
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=genie
Description: Fast, Robust, and Outlier Resistant Hierarchical Clustering
 Implements a basic version of the hierarchical clustering algorithm 'Genie'
 which links two point groups in such a way that an inequity measure
 (namely, the Gini index) of the cluster sizes does not significantly
 increase above a given threshold. This method most often outperforms many
 other data segmentation approaches in terms of clustering quality as tested
 on a wide range of benchmark datasets. At the same time, Genie retains
 the high speed of the single linkage approach, therefore it is also suitable
 for analysing larger data sets. For more details see (Gagolewski et al.
 2016 <DOI:10.1016/j.ins.2016.05.003>). For a faster and more
 feature-rich implementation, see the 'genieclust' package (Gagolewski, 2021
 <DOI:10.1016/j.softx.2021.100722>).
