Package: genieclust
Type: Package
Title: Fast and Robust Hierarchical Clustering with Noise Point
        Detection
Version: 1.2.0
Date: 2025-07-24
Authors@R: c(
    person("Marek", "Gagolewski",
        role = c("aut", "cre", "cph"),
        email = "marek@gagolewski.com",
        comment = c(ORCID = "0000-0003-0637-6028")),
    person("Maciej", "Bartoszuk", role = c("ctb")),
    person("Anna", "Cena", role = c("ctb")),
    person("Peter M.", "Larsen", role = c("ctb"))
    )
Description: The Genie algorithm
    (Gagolewski, 2021 <DOI:10.1016/j.softx.2021.100722>) is a robust
    and outlier-resistant hierarchical clustering method
    (Gagolewski, Bartoszuk, Cena, 2016 <DOI:10.1016/j.ins.2016.05.003>).
    This package features its faster and more powerful version.
    It allows clustering with respect to mutual reachability distances,
    enabling it to act as a noise point detector or a version of
    'HDBSCAN*' that can identify a predefined number of
    clusters. The package also features an implementation
    of the Gini and Bonferroni inequality indices, external cluster validity
    measures (e.g., the normalised clustering accuracy, the adjusted Rand index,
    the Fowlkes-Mallows index, and normalised mutual information), and internal
    cluster validity indices (e.g., the Calinski-Harabasz, Davies-Bouldin,
    Ball-Hall, Silhouette, and generalised Dunn indices).
    The 'Python' version of 'genieclust' is available via 'PyPI'.
BugReports: https://github.com/gagolews/genieclust/issues
URL: https://genieclust.gagolewski.com/,
        https://clustering-benchmarks.gagolewski.com/,
        https://github.com/gagolews/genieclust
License: AGPL-3
Imports: Rcpp, stats, utils, quitefastmst
Suggests: datasets,
LinkingTo: Rcpp
Encoding: UTF-8
SystemRequirements: OpenMP, C++17
RoxygenNote: 7.3.2
NeedsCompilation: yes
Packaged: 2025-07-24 14:18:57 UTC; gagolews
Author: Marek Gagolewski [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-0637-6028>),
  Maciej Bartoszuk [ctb],
  Anna Cena [ctb],
  Peter M. Larsen [ctb]
Maintainer: Marek Gagolewski <marek@gagolewski.com>
Repository: CRAN
Date/Publication: 2025-07-24 16:00:02 UTC
Built: R 4.4.1; x86_64-apple-darwin20; 2025-07-24 17:37:16 UTC; unix
Archs: genieclust.so.dSYM
