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partitionComparison
View on CRAN: Click
here
Download and install partitionComparison package within the R console
Install from CRAN:
install.packages("partitionComparison")
Install from Github:
library("remotes")
install_github("cran/partitionComparison") Install by package version:
library("remotes")
install_version("partitionComparison", "0.2.6") Attach the package and use:
library("partitionComparison")
Maintained by
Fabian Ball
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-25
Latest Update: 2023-08-23
Description:
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)
and
Meila M (2007) .
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.
How to cite:
Fabian Ball (2017). partitionComparison: Implements Measures for the Comparison of Two Partitions. R package version 0.2.6, https://cran.r-project.org/web/packages/partitionComparison. Accessed 12 Oct. 2026.
Previous versions and publish date:
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Complete documentation for partitionComparison
Functions, R codes and Examples using
the partitionComparison R package
Some associated functions: N . N00 . N01 . N01p . N10 . N10p . N11 . N12 . N21 . PairCoefficients-class . Partition-class . adjustedRandIndex . baulieu1 . baulieu2 . classificationErrorDistance . compareAll . computePairCoefficients . czekanowski . dongensMetric . entropy . fagerMcGowan . folwkesMallowsIndex . gammaStatistics . goodmanKruskal . gowerLegendre . hamann . jaccardCoefficient . kulczynski . larsenAone . lermanIndex . mcconnaughey . minkowskiMeasure . mirkinMetric . mutualInformation . normalizedLermanIndex . normalizedMutualInformation . partitionComparison-package . pearson . peirce . projectionNumber . randIndex . registerPartitionVectorSignatures . rogersTanimoto . russelRao . rvCoefficient . sokalSneath1 . sokalSneath2 . sokalSneath3 . subset-Partition-method . variationOfInformation . wallaceI . wallaceII .
Some associated R codes: aaa-classes.R . aab-helper.R . informationtheory_based.R . pair_counting.R . partitionComparison.R . set_based.R . Full partitionComparison package functions and examples
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