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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 24 days ago 27 main
conda 675.0 kB | osx-64/r-salso-0.3.53-r44h79f565e_0.conda  1 month and 24 days ago 28 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r44h2b5f3a1_0.conda  1 month and 24 days ago 180 main
conda 1.7 MB | linux-64/r-salso-0.3.53-r43h2b5f3a1_0.conda  1 month and 24 days ago 196 main
conda 672.1 kB | osx-64/r-salso-0.3.51-r44h79f565e_0.conda  2 months and 5 days ago 24 main
conda 664.0 kB | osx-64/r-salso-0.3.51-r43h79f565e_0.conda  2 months and 5 days ago 26 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r44h2b5f3a1_0.conda  2 months and 5 days ago 200 main
conda 1.7 MB | linux-64/r-salso-0.3.51-r43h2b5f3a1_0.conda  2 months and 5 days ago 214 main
conda 617.7 kB | osx-64/r-salso-0.3.42-r44h199b6f9_0.conda  8 months and 18 days ago 221 main
conda 609.1 kB | osx-64/r-salso-0.3.42-r43h199b6f9_0.conda  8 months and 18 days ago 224 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r43h2b5f3a1_0.conda  8 months and 18 days ago 887 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r44h2b5f3a1_0.conda  8 months and 18 days ago 897 main
conda 618.0 kB | osx-64/r-salso-0.3.41-r44h199b6f9_0.conda  8 months and 28 days ago 263 main
conda 609.8 kB | osx-64/r-salso-0.3.41-r43h199b6f9_0.conda  8 months and 28 days ago 222 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r43h2b5f3a1_0.conda  8 months and 28 days ago 889 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r44h2b5f3a1_0.conda  8 months and 28 days ago 941 main
conda 807.3 kB | osx-64/r-salso-0.3.35-r44h6b9d099_1.conda  10 months and 28 days ago 435 main
conda 800.9 kB | osx-64/r-salso-0.3.35-r43h6b9d099_1.conda  10 months and 28 days ago 399 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r44hdb488b9_1.conda  10 months and 28 days ago 1278 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r43hdb488b9_1.conda  10 months and 28 days ago 1307 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 1733 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r43h57805ef_0.conda  1 year and 10 months ago 1699 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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