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aricode

Efficient Computations of Standard Clustering Comparison Measures

v1.1.0 · May 13, 2026 · GPL (>= 3)

Description

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), 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.

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CRAN Check Status

13 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/aricode.Rcheck/00install.out' for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (12)

Dependency Network

Dependencies Reverse dependencies Matrix Rcpp lifecycle GREMLINS JANE MCseqReplic SISIR WormTensor clustAnalytics l1spectral manydist FCPS FisherEM missSBM sbm aricode

Version History

8 tracked
updated 1.1.0 ← 1.0.3 diff May 13, 2026
new 1.0.3 Mar 10, 2026
updated 1.0.3 ← 1.0.2 diff Oct 19, 2023
updated 1.0.2 ← 1.0.1 diff Dec 13, 2022
updated 1.0.1 ← 1.0.0 diff Sep 4, 2022
updated 1.0.0 ← 0.1.2 diff Sep 3, 2022
updated 0.1.2 ← 0.1.1 diff Jun 28, 2019
new 0.1.1 May 1, 2018