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DBCVindex: Calculates the Density-Based Clustering Validation (DBCV) Index

A metric called 'Density-Based Clustering Validation index' (DBCV) index to evaluate clustering results, following the <https://github.com/pajaskowiak/clusterConfusion/blob/main/R/dbcv.R> 'R' implementation by Pablo Andretta Jaskowiak. Original 'DBCV' index article: Moulavi, D., Jaskowiak, P. A., Campello, R. J., Zimek, A., and Sander, J. (April 2014), "Density-based clustering validation", Proceedings of SDM 2014 – the 2014 SIAM International Conference on Data Mining (pp. 839-847), <doi:10.1137/1.9781611973440.96>.

Version: 1.4
Depends: R (≥ 4.0.0)
Imports: qpdf
Suggests: knitr, rmarkdown
Published: 2025-02-19
DOI: 10.32614/CRAN.package.DBCVindex
Author: Davide Chicco ORCID iD [cre], Pablo Andretta Jaskowiak ORCID iD [aut]
Maintainer: Davide Chicco <davidechicco at davidechicco.it>
BugReports: https://github.com/davidechicco/DBCVindex/issues
License: GPL-3
URL: https://github.com/davidechicco/DBCVindex
NeedsCompilation: no
CRAN checks: DBCVindex results

Documentation:

Reference manual: DBCVindex.html , DBCVindex.pdf
Vignettes: DBCVindex (source, R code)

Downloads:

Package source: DBCVindex_1.4.tar.gz
Windows binaries: r-devel: DBCVindex_1.4.zip, r-release: DBCVindex_1.4.zip, r-oldrel: DBCVindex_1.4.zip
macOS binaries: r-release (arm64): DBCVindex_1.4.tgz, r-oldrel (arm64): DBCVindex_1.4.tgz, r-release (x86_64): DBCVindex_1.4.tgz, r-oldrel (x86_64): DBCVindex_1.4.tgz
Old sources: DBCVindex archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=DBCVindex to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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