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The SALSO algorithm is an efficient randomized greedy search method to find a point estimate for a random partition based on a loss function and posterior Monte Carlo samples. The algorithm is implemented for many loss functions, including the Binder loss and a generalization of the variation of information loss, both of which allow for unequal weights on the two types of clustering mistakes. Efficient implementations are also provided for Monte Carlo estimation of the posterior expected loss of a given clustering estimate. See Dahl, Johnson, Müller (2022) <doi:10.1080/10618600.2022.2069779>.

copied from cf-post-staging / r-salso
Type Size Name Uploaded Downloads Labels
conda 673.0 kB | osx-64/r-salso-0.3.57-r44h63eaeb5_0.conda  4 days and 7 hours ago 18 main
conda 665.1 kB | osx-64/r-salso-0.3.57-r43h63eaeb5_0.conda  4 days and 8 hours ago 17 main
conda 1.6 MB | linux-64/r-salso-0.3.57-r44h54b55ab_0.conda  4 days and 8 hours ago 46 main
conda 1.6 MB | linux-64/r-salso-0.3.57-r43h54b55ab_0.conda  4 days and 8 hours ago 42 main
conda 666.4 kB | osx-64/r-salso-0.3.53-r43h79f565e_0.conda  4 months and 23 days ago 33 main
conda 675.0 kB | osx-64/r-salso-0.3.53-r44h79f565e_0.conda  4 months and 23 days ago 37 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r44h2b5f3a1_0.conda  4 months and 23 days ago 376 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r43h2b5f3a1_0.conda  4 months and 23 days ago 403 main
conda 672.1 kB | osx-64/r-salso-0.3.51-r44h79f565e_0.conda  5 months and 4 days ago 30 main
conda 664.0 kB | osx-64/r-salso-0.3.51-r43h79f565e_0.conda  5 months and 4 days ago 33 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r44h2b5f3a1_0.conda  5 months and 4 days ago 372 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r43h2b5f3a1_0.conda  5 months and 4 days ago 408 main
conda 617.7 kB | osx-64/r-salso-0.3.42-r44h199b6f9_0.conda  11 months and 17 days ago 230 main
conda 609.1 kB | osx-64/r-salso-0.3.42-r43h199b6f9_0.conda  11 months and 17 days ago 230 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r43h2b5f3a1_0.conda  11 months and 17 days ago 1080 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r44h2b5f3a1_0.conda  11 months and 17 days ago 1087 main
conda 618.0 kB | osx-64/r-salso-0.3.41-r44h199b6f9_0.conda  11 months and 27 days ago 271 main
conda 609.8 kB | osx-64/r-salso-0.3.41-r43h199b6f9_0.conda  11 months and 27 days ago 229 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r43h2b5f3a1_0.conda  11 months and 27 days ago 1070 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r44h2b5f3a1_0.conda  11 months and 27 days ago 1122 main
conda 807.3 kB | osx-64/r-salso-0.3.35-r44h6b9d099_1.conda  1 year and 1 month ago 443 main
conda 800.9 kB | osx-64/r-salso-0.3.35-r43h6b9d099_1.conda  1 year and 1 month ago 408 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r44hdb488b9_1.conda  1 year and 1 month ago 1468 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r43hdb488b9_1.conda  1 year and 1 month ago 1486 main
conda 900.8 kB | osx-64/r-salso-0.3.35-r43h6dc245f_0.conda  2 years and 1 month ago 420 main

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