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: | 0.2.5 |
| Depends: | R (≥ 3.2.0) |
| Imports: | methods, Rdpack, lpSolve |
| Suggests: | testthat |
| Published: | 2019-03-07 |
| 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 |
| Reference manual: | partitionComparison.pdf |
| Package source: | partitionComparison_0.2.5.tar.gz |
| Windows binaries: | r-devel: partitionComparison_0.2.5.zip, r-release: partitionComparison_0.2.5.zip, r-oldrel: partitionComparison_0.2.5.zip |
| macOS binaries: | r-release: partitionComparison_0.2.5.tgz, r-oldrel: partitionComparison_0.2.5.tgz |
| Old sources: | partitionComparison archive |
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