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.
- Version0.2.6
- R version≥ 3.2.0
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- Last release08/23/2023
Team
Fabian Ball
Andreas Geyer-Schulz
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Last 30 days
This package has been downloaded 168 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.
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Last 365 days
This package has been downloaded 2,840 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jul 21, 2024 with 156 downloads.
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Dependencies
- Imports2 packages
- Suggests1 package
- Reverse Suggests1 package