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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-staging / r-salso
Type Size Name Uploaded Downloads Labels
conda 617.7 kB | osx-64/r-salso-0.3.42-r44h199b6f9_0.conda  6 months and 17 hours ago 212 main
conda 609.1 kB | osx-64/r-salso-0.3.42-r43h199b6f9_0.conda  6 months and 17 hours ago 217 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r43h2b5f3a1_0.conda  6 months and 17 hours ago 679 main
conda 1.5 MB | linux-64/r-salso-0.3.42-r44h2b5f3a1_0.conda  6 months and 17 hours ago 700 main
conda 618.0 kB | osx-64/r-salso-0.3.41-r44h199b6f9_0.conda  6 months and 10 days ago 253 main
conda 609.8 kB | osx-64/r-salso-0.3.41-r43h199b6f9_0.conda  6 months and 10 days ago 215 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r43h2b5f3a1_0.conda  6 months and 10 days ago 682 main
conda 1.5 MB | linux-64/r-salso-0.3.41-r44h2b5f3a1_0.conda  6 months and 10 days ago 732 main
conda 807.3 kB | osx-64/r-salso-0.3.35-r44h6b9d099_1.conda  8 months and 10 days ago 426 main
conda 800.9 kB | osx-64/r-salso-0.3.35-r43h6b9d099_1.conda  8 months and 10 days ago 388 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r44hdb488b9_1.conda  8 months and 10 days ago 1080 main
conda 1.4 MB | linux-64/r-salso-0.3.35-r43hdb488b9_1.conda  8 months and 10 days ago 1108 main
conda 900.8 kB | osx-64/r-salso-0.3.35-r43h6dc245f_0.conda  1 year and 7 months ago 414 main
conda 901.1 kB | osx-64/r-salso-0.3.35-r42h6dc245f_0.conda  1 year and 7 months ago 415 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r42h57805ef_0.conda  1 year and 7 months ago 1525 main
conda 1.6 MB | linux-64/r-salso-0.3.35-r43h57805ef_0.conda  1 year and 7 months ago 1501 main
conda 896.7 kB | osx-64/r-salso-0.3.29-r42h6dc245f_1.conda  1 year and 9 months ago 400 main
conda 893.6 kB | osx-64/r-salso-0.3.29-r43h6dc245f_1.conda  1 year and 9 months ago 410 main
conda 1.6 MB | linux-64/r-salso-0.3.29-r42h57805ef_1.conda  1 year and 9 months ago 1593 main
conda 1.6 MB | linux-64/r-salso-0.3.29-r43h57805ef_1.conda  1 year and 9 months ago 1617 main
conda 898.9 kB | osx-64/r-salso-0.3.29-r42h815d134_0.conda  2 years and 1 month ago 270 main
conda 1.6 MB | linux-64/r-salso-0.3.29-r42h133d619_0.conda  2 years and 1 month ago 1689 main
conda 895.2 kB | osx-64/r-salso-0.3.0-r41h815d134_0.conda  2 years and 1 month ago 289 main
conda 896.1 kB | osx-64/r-salso-0.3.0-r42h815d134_0.conda  2 years and 1 month ago 275 main
conda 1.6 MB | linux-64/r-salso-0.3.0-r41h133d619_0.conda  2 years and 1 month ago 1703 main
conda 1.6 MB | linux-64/r-salso-0.3.0-r42h133d619_0.conda  2 years and 1 month ago 1718 main

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