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Two partially supervised mixture modeling methods: soft-label and belief-based modeling are implemented. For completeness, we equipped the package also with the functionality of unsupervised, semi- and fully supervised mixture modeling. The package can be applied also to selection of the best-fitting from a set of models with different component numbers or constraints on their structures. For detailed introduction see: Przemyslaw Biecek, Ewa Szczurek, Martin Vingron, Jerzy Tiuryn (2012), The R Package bgmm: Mixture Modeling with Uncertain Knowledge, Journal of Statistical Software <doi:10.18637/jss.v047.i03>.

copied from cf-staging / r-bgmm
Type Size Name Uploaded Downloads Labels
conda 233.6 kB | noarch/r-bgmm-1.8.5-r43hc72bb7e_3.conda  4 months and 12 hours ago 368 main
conda 236.7 kB | noarch/r-bgmm-1.8.5-r44hc72bb7e_3.conda  4 months and 12 hours ago 358 main
conda 234.4 kB | noarch/r-bgmm-1.8.5-r43hc72bb7e_2.conda  1 year and 5 months ago 793 main
conda 234.4 kB | noarch/r-bgmm-1.8.5-r42hc72bb7e_2.conda  1 year and 5 months ago 800 main
conda 238.8 kB | noarch/r-bgmm-1.8.5-r42hc72bb7e_1.tar.bz2  2 years and 1 month ago 1244 main
conda 238.6 kB | noarch/r-bgmm-1.8.5-r41hc72bb7e_1.tar.bz2  2 years and 1 month ago 1240 main
conda 237.1 kB | noarch/r-bgmm-1.8.5-r40hc72bb7e_0.tar.bz2  3 years and 1 month ago 1940 main
conda 237.2 kB | noarch/r-bgmm-1.8.5-r41hc72bb7e_0.tar.bz2  3 years and 1 month ago 1940 main
conda 237.1 kB | noarch/r-bgmm-1.8.4-r40hc72bb7e_1.tar.bz2  3 years and 6 months ago 1879 main
conda 237.1 kB | noarch/r-bgmm-1.8.4-r41hc72bb7e_1.tar.bz2  3 years and 6 months ago 1872 main
conda 236.4 kB | noarch/r-bgmm-1.8.4-r40h6115d3f_1.tar.bz2  4 years and 6 months ago 2708 main
conda 237.2 kB | noarch/r-bgmm-1.8.4-r36h6115d3f_1.tar.bz2  4 years and 6 months ago 2699 main
conda 237.3 kB | noarch/r-bgmm-1.8.4-r36h6115d3f_0.tar.bz2  4 years and 9 months ago 2819 main cf202003
conda 235.5 kB | noarch/r-bgmm-1.8.4-r35h6115d3f_0.tar.bz2  4 years and 9 months ago 2801 main cf202003
conda 237.4 kB | noarch/r-bgmm-1.8.3-r36h6115d3f_1002.tar.bz2  5 years and 4 months ago 3590 main cf202003
conda 235.4 kB | noarch/r-bgmm-1.8.3-r35h6115d3f_1002.tar.bz2  5 years and 4 months ago 3585 main cf202003
conda 235.2 kB | noarch/r-bgmm-1.8.3-r351h6115d3f_1001.tar.bz2  5 years and 10 months ago 4068 main cf202003 gcc7 cf201901
conda 188.1 kB | win-64/r-bgmm-1.8.3-r341h6115d3f_1.tar.bz2  6 years and 1 month ago 1677 main cf202003 cf201901
conda 248.6 kB | win-64/r-bgmm-1.8.3-r351h6115d3f_1.tar.bz2  6 years and 1 month ago 1657 main cf202003 cf201901
conda 234.5 kB | osx-64/r-bgmm-1.8.3-r351h6115d3f_1.tar.bz2  6 years and 1 month ago 406 main cf202003 cf201901
conda 173.7 kB | osx-64/r-bgmm-1.8.3-r341h6115d3f_1.tar.bz2  6 years and 1 month ago 351 main cf202003 cf201901
conda 174.0 kB | linux-64/r-bgmm-1.8.3-r341h6115d3f_1.tar.bz2  6 years and 1 month ago 4391 main cf202003 cf201901
conda 234.7 kB | linux-64/r-bgmm-1.8.3-r351h6115d3f_1.tar.bz2  6 years and 1 month ago 4449 main cf202003 cf201901
conda 187.2 kB | win-64/r-bgmm-1.8.3-r341h6115d3f_0.tar.bz2  6 years and 4 months ago 1766 main cf202003 cf201901
conda 173.2 kB | osx-64/r-bgmm-1.8.3-r341h6115d3f_0.tar.bz2  6 years and 4 months ago 356 main cf202003 cf201901
conda 173.4 kB | linux-64/r-bgmm-1.8.3-r341h6115d3f_0.tar.bz2  6 years and 4 months ago 4506 main cf202003 cf201901

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