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A toolbox of fast, native and parallel implementations of various information-based importance criteria estimators and feature selection filters based on them, inspired by the overview by Brown, Pocock, Zhao and Lujan (2012) <http://www.jmlr.org/papers/v13/brown12a.html>. Contains, among other, minimum redundancy maximal relevancy ('mRMR') method by Peng, Long and Ding (2005) <doi:10.1109/TPAMI.2005.159>; joint mutual information ('JMI') method by Yang and Moody (1999) <http://papers.nips.cc/paper/1779-data-visualization-and-feature-selection-new-algorithms-for-nongaussian-data>; double input symmetrical relevance ('DISR') method by Meyer and Bontempi (2006) <doi:10.1007/11732242_9> as well as joint mutual information maximisation ('JMIM') method by Bennasar, Hicks and Setchi (2015) <doi:10.1016/j.eswa.2015.07.007>.

copied from cf-staging / r-praznik
Type Size Name Uploaded Downloads Labels
conda 575.7 kB | linux-ppc64le/r-praznik-11.0.0-r44h131bcff_3.conda  5 months and 7 hours ago 55 main
conda 571.2 kB | linux-ppc64le/r-praznik-11.0.0-r43h131bcff_3.conda  5 months and 13 hours ago 52 main
conda 557.2 kB | win-64/r-praznik-11.0.0-r44h11b023d_3.conda  5 months and 1 day ago 138 main
conda 552.8 kB | win-64/r-praznik-11.0.0-r43h11b023d_3.conda  5 months and 1 day ago 143 main
conda 546.9 kB | osx-64/r-praznik-11.0.0-r43hc5191ce_3.conda  5 months and 1 day ago 144 main
conda 551.5 kB | osx-64/r-praznik-11.0.0-r44hc5191ce_3.conda  5 months and 1 day ago 142 main
conda 551.3 kB | linux-64/r-praznik-11.0.0-r43hdb488b9_3.conda  5 months and 1 day ago 618 main
conda 555.3 kB | linux-64/r-praznik-11.0.0-r44hdb488b9_3.conda  5 months and 1 day ago 661 main
conda 560.6 kB | linux-aarch64/r-praznik-11.0.0-r43hf571b26_3.conda  5 months and 1 day ago 74 main
conda 564.2 kB | linux-aarch64/r-praznik-11.0.0-r44hf571b26_3.conda  5 months and 1 day ago 81 main
conda 572.6 kB | linux-ppc64le/r-praznik-11.0.0-r42h9da1b96_2.conda  1 year and 3 months ago 54 main
conda 572.2 kB | linux-ppc64le/r-praznik-11.0.0-r43h9da1b96_2.conda  1 year and 3 months ago 56 main
conda 560.0 kB | linux-aarch64/r-praznik-11.0.0-r43h9d23599_2.conda  1 year and 3 months ago 72 main
conda 561.5 kB | linux-aarch64/r-praznik-11.0.0-r42h9d23599_2.conda  1 year and 3 months ago 70 main
conda 547.2 kB | win-64/r-praznik-11.0.0-r41h6d2157b_2.conda  1 year and 5 months ago 366 main
conda 546.7 kB | osx-64/r-praznik-11.0.0-r42hc72ff8c_2.conda  1 year and 5 months ago 166 main
conda 546.6 kB | osx-64/r-praznik-11.0.0-r43hc72ff8c_2.conda  1 year and 5 months ago 160 main
conda 551.0 kB | linux-64/r-praznik-11.0.0-r43h57805ef_2.conda  1 year and 5 months ago 1285 main
conda 553.1 kB | linux-64/r-praznik-11.0.0-r42h57805ef_2.conda  1 year and 5 months ago 1179 main
conda 567.6 kB | win-64/r-praznik-11.0.0-r41h6d2157b_1.tar.bz2  2 years and 1 month ago 535 main
conda 569.6 kB | osx-64/r-praznik-11.0.0-r42h557251b_1.tar.bz2  2 years and 1 month ago 70 main
conda 569.1 kB | osx-64/r-praznik-11.0.0-r41h557251b_1.tar.bz2  2 years and 1 month ago 71 main
conda 574.5 kB | linux-64/r-praznik-11.0.0-r41h06615bd_1.tar.bz2  2 years and 1 month ago 1533 main
conda 574.1 kB | linux-64/r-praznik-11.0.0-r42h06615bd_1.tar.bz2  2 years and 1 month ago 1554 main
conda 579.1 kB | win-64/r-praznik-11.0.0-r40h6d2157b_0.tar.bz2  2 years and 6 months ago 691 main
conda 568.1 kB | win-64/r-praznik-11.0.0-r41h6d2157b_0.tar.bz2  2 years and 6 months ago 699 main
conda 568.9 kB | osx-64/r-praznik-11.0.0-r41hcacf058_0.tar.bz2  2 years and 6 months ago 79 main
conda 568.1 kB | osx-64/r-praznik-11.0.0-r40hcacf058_0.tar.bz2  2 years and 6 months ago 79 main
conda 573.5 kB | linux-64/r-praznik-11.0.0-r41h06615bd_0.tar.bz2  2 years and 6 months ago 1816 main
conda 573.5 kB | linux-64/r-praznik-11.0.0-r40h06615bd_0.tar.bz2  2 years and 6 months ago 1835 main
conda 566.8 kB | win-64/r-praznik-10.0.0-r41h6d2157b_0.tar.bz2  3 years and 25 days ago 711 main
conda 579.5 kB | win-64/r-praznik-10.0.0-r40h6d2157b_0.tar.bz2  3 years and 25 days ago 704 main
conda 565.6 kB | osx-64/r-praznik-10.0.0-r41ha76789d_0.tar.bz2  3 years and 25 days ago 80 main
conda 564.2 kB | osx-64/r-praznik-10.0.0-r40ha76789d_0.tar.bz2  3 years and 25 days ago 80 main
conda 576.6 kB | linux-64/r-praznik-10.0.0-r40hcfec24a_0.tar.bz2  3 years and 25 days ago 1899 main
conda 576.3 kB | linux-64/r-praznik-10.0.0-r41hcfec24a_0.tar.bz2  3 years and 25 days ago 1915 main
conda 558.9 kB | win-64/r-praznik-9.0.0-r41h6d2157b_0.tar.bz2  3 years and 2 months ago 720 main
conda 571.5 kB | win-64/r-praznik-9.0.0-r40h6d2157b_0.tar.bz2  3 years and 2 months ago 712 main
conda 555.6 kB | osx-64/r-praznik-9.0.0-r40ha76789d_0.tar.bz2  3 years and 2 months ago 80 main
conda 556.0 kB | osx-64/r-praznik-9.0.0-r41ha76789d_0.tar.bz2  3 years and 2 months ago 86 main
conda 567.9 kB | linux-64/r-praznik-9.0.0-r41hcfec24a_0.tar.bz2  3 years and 2 months ago 1931 main
conda 567.8 kB | linux-64/r-praznik-9.0.0-r40hcfec24a_0.tar.bz2  3 years and 2 months ago 1971 main
conda 543.3 kB | win-64/r-praznik-8.0.0-r41h6d2157b_1.tar.bz2  3 years and 6 months ago 776 main
conda 554.7 kB | win-64/r-praznik-8.0.0-r40h6d2157b_1.tar.bz2  3 years and 6 months ago 795 main
conda 538.3 kB | osx-64/r-praznik-8.0.0-r40h28b5c78_1.tar.bz2  3 years and 6 months ago 131 main
conda 539.3 kB | osx-64/r-praznik-8.0.0-r41h28b5c78_1.tar.bz2  3 years and 6 months ago 133 main
conda 552.0 kB | linux-64/r-praznik-8.0.0-r40hcfec24a_1.tar.bz2  3 years and 6 months ago 2125 main
conda 551.8 kB | linux-64/r-praznik-8.0.0-r41hcfec24a_1.tar.bz2  3 years and 6 months ago 2127 main
conda 553.5 kB | win-64/r-praznik-8.0.0-r36hda5aaf8_1.tar.bz2  4 years and 6 months ago 1034 main
conda 552.8 kB | win-64/r-praznik-8.0.0-r40hda5aaf8_1.tar.bz2  4 years and 6 months ago 1001 main

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