partitionComparison: Implements Measures for the Comparison of Two Partitions

Provides several measures ((dis)similarity, distance/metric, correlation, entropy) for comparing two partitions of the same set of objects. The different measures can be assigned to three different classes: Pair comparison (containing the famous Jaccard and Rand indices), set based, and information theory based. Many of the implemented measures can be found in Albatineh AN, Niewiadomska-Bugaj M and Mihalko D (2006) <doi:10.1007/s00357-006-0017-z> and Meila M (2007) <doi:10.1016/j.jmva.2006.11.013>. Partitions are represented by vectors of class labels which allow a straightforward integration with existing clustering algorithms (e.g. kmeans()). The package is mostly based on the S4 object system.

Version:	0.2.6
Depends:	R (≥ 3.2.0)
Imports:	methods, Rdpack, lpSolve
Suggests:	testthat
Published:	2023-08-23
DOI:	10.32614/CRAN.package.partitionComparison
Author:	Fabian Ball [aut, cre, cph, ctb], Andreas Geyer-Schulz [cph]
Maintainer:	Fabian Ball <mail at fabian-ball.de>
BugReports:	https://github.com/KIT-IISM-EM/partitionComparison/issues
License:	MIT + file LICENSE
URL:	https://github.com/KIT-IISM-EM/partitionComparison
NeedsCompilation:	no
CRAN checks:	partitionComparison results

Documentation:

Reference manual:

partitionComparison.pdf

Downloads:

Package source:	partitionComparison_0.2.6.tar.gz
Windows binaries:	r-devel: partitionComparison_0.2.6.zip, r-release: partitionComparison_0.2.6.zip, r-oldrel: partitionComparison_0.2.6.zip
macOS binaries:	r-release (arm64): partitionComparison_0.2.6.tgz, r-oldrel (arm64): partitionComparison_0.2.6.tgz, r-release (x86_64): partitionComparison_0.2.6.tgz, r-oldrel (x86_64): partitionComparison_0.2.6.tgz
Old sources:	partitionComparison archive

Reverse dependencies:

Reverse suggests:

FCPS

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