aricode

Efficient Computations of Standard Clustering Comparison Measures

CRAN Package

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.

  • Version1.0.3
  • R versionunknown
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Languageen-US
  • Last release10/20/2023

Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,964 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 70 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
64 downloadsMar 3, 2025
79 downloadsMar 4, 2025
75 downloadsMar 5, 2025
59 downloadsMar 6, 2025
46 downloadsMar 7, 2025
32 downloadsMar 8, 2025
26 downloadsMar 9, 2025
61 downloadsMar 10, 2025
70 downloadsMar 11, 2025
55 downloadsMar 12, 2025
68 downloadsMar 13, 2025
52 downloadsMar 14, 2025
47 downloadsMar 15, 2025
66 downloadsMar 16, 2025
93 downloadsMar 17, 2025
138 downloadsMar 18, 2025
104 downloadsMar 19, 2025
91 downloadsMar 20, 2025
61 downloadsMar 21, 2025
42 downloadsMar 22, 2025
44 downloadsMar 23, 2025
73 downloadsMar 24, 2025
83 downloadsMar 25, 2025
64 downloadsMar 26, 2025
102 downloadsMar 27, 2025
66 downloadsMar 28, 2025
39 downloadsMar 29, 2025
51 downloadsMar 30, 2025
43 downloadsMar 31, 2025
70 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
26
138

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 18,389 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Jun 19, 2024 with 153 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages
  • Suggests2 packages
  • Linking To1 package
  • Reverse Imports6 packages
  • Reverse Suggests3 packages