deb_control_files:
- control
- md5sums
deb_fields:
Architecture: amd64
Depends: r-api-4.0, r-cran-rcpp (>= 1.0.4), libc6 (>= 2.38), libgcc-s1 (>= 3.0),
libgomp1 (>= 4.9), libstdc++6 (>= 14)
Description: |-
GNU R Genie++ Hierarchical Clustering Algorithm with Noise Points Detection
A retake on the Genie algorithm - a robust hierarchical clustering
method (Gagolewski, Bartoszuk, Cena, 2016
<DOI:10.1016/j.ins.2016.05.003>). Now faster and more memory efficient;
determining the whole hierarchy for datasets of 10M points in low
dimensional Euclidean spaces or 100K points in high-dimensional ones
takes only 1-2 minutes. Allows clustering with respect to mutual
reachability distances so that it can act as a noise point detector or a
robustified version of 'HDBSCAN*' (that is able to detect a predefined
number of clusters and hence it does not dependent on the somewhat
fragile 'eps' parameter).
.
The package also features an implementation of economic inequity indices
(the Gini, Bonferroni index) and external cluster validity measures
(partition similarity scores; e.g., the adjusted Rand, Fowlkes-Mallows,
adjusted mutual information, pair sets index).
.
See also the 'Python' version of 'genieclust' available on 'PyPI', which
supports sparse data, more metrics, and even larger datasets.
Homepage: https://cran.r-project.org/package=genieclust
Installed-Size: '575'
Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Package: r-cran-genieclust
Priority: optional
Section: gnu-r
Version: 1.1.6-1
srcpkg_name: r-cran-genieclust
srcpkg_version: 1.1.6-1