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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 26 days ago 776 main
conda 103.7 kB | osx-64/r-aricode-1.0.0-r40h9951f98_0.tar.bz2  4 years and 26 days ago 132 main
conda 103.8 kB | osx-64/r-aricode-1.0.0-r41h9951f98_0.tar.bz2  4 years and 26 days ago 141 main
conda 107.6 kB | linux-64/r-aricode-1.0.0-r41h03ef668_0.tar.bz2  4 years and 26 days ago 2636 main
conda 107.6 kB | linux-64/r-aricode-1.0.0-r40h03ef668_0.tar.bz2  4 years and 26 days ago 2588 main
conda 113.1 kB | win-64/r-aricode-1.0.0-r36ha856d6a_0.tar.bz2  4 years and 7 months ago 924 main
conda 111.9 kB | win-64/r-aricode-1.0.0-r40ha856d6a_0.tar.bz2  4 years and 7 months ago 935 main
conda 104.1 kB | osx-64/r-aricode-1.0.0-r36h7d45411_0.tar.bz2  4 years and 7 months ago 251 main
conda 103.7 kB | osx-64/r-aricode-1.0.0-r40h7d45411_0.tar.bz2  4 years and 7 months ago 255 main
conda 109.8 kB | linux-64/r-aricode-1.0.0-r40he524a50_0.tar.bz2  4 years and 7 months ago 2939 main
conda 108.6 kB | linux-64/r-aricode-1.0.0-r36he524a50_0.tar.bz2  4 years and 7 months ago 3073 main

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