aricode: Efficient Computations of Standard Clustering Comparison Measures
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: | 1.0.1 |
| Imports: | Matrix, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | testthat, spelling |
| Published: | 2022-09-05 |
| Author: | Julien Chiquet 
[aut, cre],
Guillem Rigaill [aut],
Martina Sundqvist [aut],
Valentin Dervieux [ctb] |
| Maintainer: | Julien Chiquet <julien.chiquet at inrae.fr> |
| BugReports: | https://github.com/jchiquet/aricode/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/jchiquet/aricode (dev version) |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | NEWS |
| CRAN checks: | aricode results |
Documentation:
| Reference manual: | aricode.pdf |
Downloads:
| Package source: | aricode_1.0.1.tar.gz |
| Windows binaries: | r-devel: aricode_1.0.1.zip, r-release: aricode_1.0.1.zip, r-oldrel: aricode_1.0.1.zip |
| macOS binaries: | r-release (arm64): aricode_1.0.0.tgz, r-oldrel (arm64): aricode_1.0.0.tgz, r-release (x86_64): aricode_1.0.1.tgz, r-oldrel (x86_64): aricode_1.0.1.tgz |
| Old sources: | aricode archive |
Reverse dependencies:
| Reverse imports: | Dune, GREMLINS, ILoReg, l1spectral, pipeComp, WormTensor |
| Reverse suggests: | FisherEM, missSBM, MoMPCA, sbm |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=aricode to link to this page.