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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) and simple Chi-square distance since version 1.0.0.

copied from cf-staging / r-aricode
Type Size Name Uploaded Downloads Labels
conda 108.1 kB | win-64/r-aricode-1.0.0-r41ha856d6a_0.tar.bz2  4 years and 2 months ago 778 main
conda 103.7 kB | osx-64/r-aricode-1.0.0-r40h9951f98_0.tar.bz2  4 years and 2 months ago 132 main
conda 103.8 kB | osx-64/r-aricode-1.0.0-r41h9951f98_0.tar.bz2  4 years and 2 months ago 142 main
conda 107.6 kB | linux-64/r-aricode-1.0.0-r41h03ef668_0.tar.bz2  4 years and 2 months ago 2730 main
conda 107.6 kB | linux-64/r-aricode-1.0.0-r40h03ef668_0.tar.bz2  4 years and 2 months ago 2668 main
conda 113.1 kB | win-64/r-aricode-1.0.0-r36ha856d6a_0.tar.bz2  4 years and 8 months ago 926 main
conda 111.9 kB | win-64/r-aricode-1.0.0-r40ha856d6a_0.tar.bz2  4 years and 8 months ago 936 main
conda 104.1 kB | osx-64/r-aricode-1.0.0-r36h7d45411_0.tar.bz2  4 years and 8 months ago 252 main
conda 103.7 kB | osx-64/r-aricode-1.0.0-r40h7d45411_0.tar.bz2  4 years and 8 months ago 256 main
conda 109.8 kB | linux-64/r-aricode-1.0.0-r40he524a50_0.tar.bz2  4 years and 8 months ago 3036 main
conda 108.6 kB | linux-64/r-aricode-1.0.0-r36he524a50_0.tar.bz2  4 years and 8 months ago 3161 main

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