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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  4 months and 14 days ago 33 main
conda 675.0 kB | osx-64/r-salso-0.3.53-r44h79f565e_0.conda  4 months and 14 days ago 37 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r44h2b5f3a1_0.conda  4 months and 14 days ago 357 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r43h2b5f3a1_0.conda  4 months and 14 days ago 384 main
conda 672.1 kB | osx-64/r-salso-0.3.51-r44h79f565e_0.conda  4 months and 26 days ago 30 main
conda 664.0 kB | osx-64/r-salso-0.3.51-r43h79f565e_0.conda  4 months and 26 days ago 33 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r44h2b5f3a1_0.conda  4 months and 26 days ago 356 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r43h2b5f3a1_0.conda  4 months and 26 days ago 393 main
conda 617.7 kB | osx-64/r-salso-0.3.42-r44h199b6f9_0.conda  11 months and 9 days ago 230 main
conda 609.1 kB | osx-64/r-salso-0.3.42-r43h199b6f9_0.conda  11 months and 9 days ago 230 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r43h2b5f3a1_0.conda  11 months and 9 days ago 1063 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r44h2b5f3a1_0.conda  11 months and 9 days ago 1071 main
conda 618.0 kB | osx-64/r-salso-0.3.41-r44h199b6f9_0.conda  11 months and 19 days ago 271 main
conda 609.8 kB | osx-64/r-salso-0.3.41-r43h199b6f9_0.conda  11 months and 19 days ago 229 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r43h2b5f3a1_0.conda  11 months and 19 days ago 1055 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r44h2b5f3a1_0.conda  11 months and 19 days ago 1105 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 1448 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r43hdb488b9_1.conda  1 year and 1 month ago 1469 main
conda 900.8 kB | osx-64/r-salso-0.3.35-r43h6dc245f_0.conda  2 years and 1 month ago 420 main
conda 901.1 kB | osx-64/r-salso-0.3.35-r42h6dc245f_0.conda  2 years and 1 month ago 421 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r42h57805ef_0.conda  2 years and 1 month ago 1884 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r43h57805ef_0.conda  2 years and 1 month ago 1861 main
conda 896.7 kB | osx-64/r-salso-0.3.29-r42h6dc245f_1.conda  2 years and 2 months ago 405 main

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