CRAN/E | partitionComparison

partitionComparison

Implements Measures for the Comparison of Two Partitions

Installation

About

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.

github.com/KIT-IISM-EM/partitionComparison
Bug report File report

Key Metrics

Version 0.2.6
R ≥ 3.2.0
Published 2023-08-23 413 days ago
Needs compilation? no
License MIT
License File
CRAN checks partitionComparison results

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Maintainer

Maintainer

Fabian Ball

Authors

Fabian Ball

aut / cre / cph / ctb

Andreas Geyer-Schulz

cph

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

partitionComparison archive

Depends

R ≥ 3.2.0

Imports

methods
Rdpack
lpSolve

Suggests

testthat