Bug#995723: ITP: r-cran-dbscan -- Density Based Clustering of Applications with Noise (DBSCAN)
Package: wnpp
Severity: wishlist
Subject: ITP: r-cran-dbscan -- Density Based Clustering of Applications with Noise (DBSCAN)
Package: wnpp
Owner: Steffen Moeller <moeller@debian.org>
Severity: wishlist
* Package name : r-cran-dbscan
Version : 1.1
Upstream Author : Michael Hahsler,
* URL : https://cran.r-project.org/package=dbscan
* License : GPL-2+
Programming Lang: GNU R
Description : Density Based Clustering of Applications with Noise (DBSCAN)
Density Based Clustering of Applications with Noise (DBSCAN) and
Related Algorithms provides a fast reimplementation of several density-
based algorithms of the DBSCAN family for spatial data. Includes
the clustering algorithms DBSCAN (density-based spatial clustering
of applications with noise) and HDBSCAN (hierarchical DBSCAN), the
ordering algorithm OPTICS (ordering points to identify the
clustering structure), and the outlier detection algorithm LOF
(local outlier factor). The implementations use the kd-tree data
structure (from library ANN) for faster k-nearest neighbor search.
An R interface to fast kNN and fixed-radius NN search is also
provided. Hahsler, Piekenbrock and Doran (2019)
<doi:10.18637/jss.v091.i01>.
Remark: This package is maintained by Debian R Packages Maintainers at
https://salsa.debian.org/r-pkg-team/r-cran-dbscan
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