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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  1 month and 22 days ago 27 main
conda 675.0 kB | osx-64/r-salso-0.3.53-r44h79f565e_0.conda  1 month and 22 days ago 28 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r44h2b5f3a1_0.conda  1 month and 22 days ago 177 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r43h2b5f3a1_0.conda  1 month and 22 days ago 190 main
conda 672.1 kB | osx-64/r-salso-0.3.51-r44h79f565e_0.conda  2 months and 3 days ago 24 main
conda 664.0 kB | osx-64/r-salso-0.3.51-r43h79f565e_0.conda  2 months and 3 days ago 26 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r44h2b5f3a1_0.conda  2 months and 3 days ago 197 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r43h2b5f3a1_0.conda  2 months and 3 days ago 209 main
conda 617.7 kB | osx-64/r-salso-0.3.42-r44h199b6f9_0.conda  8 months and 17 days ago 221 main
conda 609.1 kB | osx-64/r-salso-0.3.42-r43h199b6f9_0.conda  8 months and 17 days ago 224 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r43h2b5f3a1_0.conda  8 months and 17 days ago 882 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r44h2b5f3a1_0.conda  8 months and 17 days ago 892 main
conda 618.0 kB | osx-64/r-salso-0.3.41-r44h199b6f9_0.conda  8 months and 26 days ago 263 main
conda 609.8 kB | osx-64/r-salso-0.3.41-r43h199b6f9_0.conda  8 months and 26 days ago 222 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r43h2b5f3a1_0.conda  8 months and 26 days ago 884 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r44h2b5f3a1_0.conda  8 months and 26 days ago 937 main
conda 807.3 kB | osx-64/r-salso-0.3.35-r44h6b9d099_1.conda  10 months and 27 days ago 435 main
conda 800.9 kB | osx-64/r-salso-0.3.35-r43h6b9d099_1.conda  10 months and 27 days ago 399 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r44hdb488b9_1.conda  10 months and 27 days ago 1272 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r43hdb488b9_1.conda  10 months and 27 days ago 1302 main
conda 900.8 kB | osx-64/r-salso-0.3.35-r43h6dc245f_0.conda  1 year and 10 months ago 416 main
conda 901.1 kB | osx-64/r-salso-0.3.35-r42h6dc245f_0.conda  1 year and 10 months ago 417 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r42h57805ef_0.conda  1 year and 10 months ago 1729 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r43h57805ef_0.conda  1 year and 10 months ago 1696 main
conda 896.7 kB | osx-64/r-salso-0.3.29-r42h6dc245f_1.conda  1 year and 11 months ago 402 main

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