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.
Package details |
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Author | Fabian Ball [aut, cre, cph, ctb], Andreas Geyer-Schulz [cph] |
Maintainer | Fabian Ball <mail@fabian-ball.de> |
License | MIT + file LICENSE |
Version | 0.2.6 |
URL | https://github.com/KIT-IISM-EM/partitionComparison |
Package repository | View on CRAN |
Installation |
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