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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-pre-staging / r-salso
Type Size Name Uploaded Downloads Labels
conda 666.4 kB | osx-64/r-salso-0.3.53-r43h79f565e_0.conda  2 months and 16 days ago 29 main
conda 675.0 kB | osx-64/r-salso-0.3.53-r44h79f565e_0.conda  2 months and 16 days ago 32 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r44h2b5f3a1_0.conda  2 months and 16 days ago 239 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r43h2b5f3a1_0.conda  2 months and 16 days ago 263 main
conda 672.1 kB | osx-64/r-salso-0.3.51-r44h79f565e_0.conda  2 months and 28 days ago 27 main
conda 664.0 kB | osx-64/r-salso-0.3.51-r43h79f565e_0.conda  2 months and 28 days ago 30 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r44h2b5f3a1_0.conda  2 months and 28 days ago 251 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r43h2b5f3a1_0.conda  2 months and 28 days ago 276 main
conda 617.7 kB | osx-64/r-salso-0.3.42-r44h199b6f9_0.conda  9 months and 11 days ago 226 main
conda 609.1 kB | osx-64/r-salso-0.3.42-r43h199b6f9_0.conda  9 months and 11 days ago 227 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r43h2b5f3a1_0.conda  9 months and 11 days ago 946 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r44h2b5f3a1_0.conda  9 months and 11 days ago 961 main
conda 618.0 kB | osx-64/r-salso-0.3.41-r44h199b6f9_0.conda  9 months and 20 days ago 266 main
conda 609.8 kB | osx-64/r-salso-0.3.41-r43h199b6f9_0.conda  9 months and 20 days ago 225 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r43h2b5f3a1_0.conda  9 months and 20 days ago 946 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r44h2b5f3a1_0.conda  9 months and 20 days ago 998 main
conda 807.3 kB | osx-64/r-salso-0.3.35-r44h6b9d099_1.conda  11 months and 21 days ago 439 main
conda 800.9 kB | osx-64/r-salso-0.3.35-r43h6b9d099_1.conda  11 months and 21 days ago 404 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r44hdb488b9_1.conda  11 months and 21 days ago 1338 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r43hdb488b9_1.conda  11 months and 21 days ago 1356 main
conda 900.8 kB | osx-64/r-salso-0.3.35-r43h6dc245f_0.conda  1 year and 11 months ago 418 main
conda 901.1 kB | osx-64/r-salso-0.3.35-r42h6dc245f_0.conda  1 year and 11 months ago 419 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r42h57805ef_0.conda  1 year and 11 months ago 1780 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r43h57805ef_0.conda  1 year and 11 months ago 1753 main
conda 896.7 kB | osx-64/r-salso-0.3.29-r42h6dc245f_1.conda  2 years and 10 days ago 403 main

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