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Implements an efficient O(n) algorithm based on bucket-sorting for fast computation of standard clustering comparison measures. Available measures include adjusted Rand index (ARI), normalized information distance (NID), normalized mutual information (NMI), adjusted mutual information (AMI), normalized variation information (NVI) and entropy, as described in Vinh et al (2009) <doi:10.1145/1553374.1553511>. Include AMI (Adjusted Mutual Information) since version 0.1.2, a modified version of ARI (MARI), as described in Sundqvist et al. <doi:10.1007/s00180-022-01230-7> and simple Chi-square distance since version 1.0.0.
Version: | 1.0.3 |
Imports: | Matrix, Rcpp |
LinkingTo: | Rcpp |
Suggests: | testthat, spelling |
Published: | 2023-10-20 |
DOI: | 10.32614/CRAN.package.aricode |
Author: | Julien Chiquet |
Maintainer: | Julien Chiquet <julien.chiquet at inrae.fr> |
BugReports: | https://github.com/jchiquet/aricode/issues |
License: | GPL (≥ 3) |
URL: | https://github.com/jchiquet/aricode |
NeedsCompilation: | yes |
Language: | en-US |
Materials: | NEWS |
CRAN checks: | aricode results |
Reference manual: | aricode.pdf |
Package source: | aricode_1.0.3.tar.gz |
Windows binaries: | r-devel: aricode_1.0.3.zip, r-release: aricode_1.0.3.zip, r-oldrel: aricode_1.0.3.zip |
macOS binaries: | r-release (arm64): aricode_1.0.3.tgz, r-oldrel (arm64): aricode_1.0.3.tgz, r-release (x86_64): aricode_1.0.3.tgz, r-oldrel (x86_64): aricode_1.0.3.tgz |
Old sources: | aricode archive |
Reverse imports: | Banksy, clustAnalytics, Dune, GREMLINS, ILoReg, l1spectral, pipeComp, SISIR, WormTensor |
Reverse suggests: | FisherEM, missSBM, sbm |
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These binaries (installable software) and packages are in development.
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