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Implementations of algorithms for data analysis based on the rough set theory (RST) and the fuzzy rough set theory (FRST). We not only provide implementations for the basic concepts of RST and FRST but also popular algorithms that derive from those theories. The methods included in the package can be divided into several categories based on their functionality: discretization, feature selection, instance selection, rule induction and classification based on nearest neighbors. RST was introduced by Zdzisław Pawlak in 1982 as a sophisticated mathematical tool to model and process imprecise or incomplete information. By using the indiscernibility relation for objects/instances, RST does not require additional parameters to analyze the data. FRST is an extension of RST. The FRST combines concepts of vagueness and indiscernibility that are expressed with fuzzy sets (as proposed by Zadeh, in 1965) and RST.

copied from cf-staging / r-roughsets
Type Size Name Uploaded Downloads Labels
conda 675.2 kB | win-64/r-roughsets-1.3_8-r43h8ae3a7c_1.conda  9 months and 14 days ago 544 main
conda 691.5 kB | win-64/r-roughsets-1.3_8-r44h8ae3a7c_1.conda  9 months and 14 days ago 490 main
conda 674.2 kB | osx-64/r-roughsets-1.3_8-r43h25d921d_1.conda  9 months and 14 days ago 375 main
conda 695.8 kB | linux-64/r-roughsets-1.3_8-r44h0d4f4ea_1.conda  9 months and 14 days ago 1171 main
conda 681.2 kB | linux-64/r-roughsets-1.3_8-r43h0d4f4ea_1.conda  9 months and 14 days ago 1176 main
conda 691.0 kB | osx-64/r-roughsets-1.3_8-r44h25d921d_1.conda  9 months and 14 days ago 399 main
conda 676.9 kB | win-64/r-roughsets-1.3_8-r41ha856d6a_0.conda  1 year and 3 months ago 497 main
conda 675.9 kB | osx-64/r-roughsets-1.3_8-r42h29979af_0.conda  1 year and 3 months ago 438 main
conda 674.4 kB | osx-64/r-roughsets-1.3_8-r43h29979af_0.conda  1 year and 3 months ago 429 main
conda 681.9 kB | linux-64/r-roughsets-1.3_8-r42ha503ecb_0.conda  1 year and 3 months ago 1486 main
conda 680.6 kB | linux-64/r-roughsets-1.3_8-r43ha503ecb_0.conda  1 year and 3 months ago 1480 main
conda 676.3 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_3.conda  1 year and 10 months ago 681 main
conda 675.8 kB | osx-64/r-roughsets-1.3_7-r43hac7d2d5_3.conda  1 year and 10 months ago 398 main
conda 677.0 kB | osx-64/r-roughsets-1.3_7-r42hac7d2d5_3.conda  1 year and 10 months ago 412 main
conda 682.5 kB | linux-64/r-roughsets-1.3_7-r42ha503ecb_3.conda  1 year and 10 months ago 1667 main
conda 681.5 kB | linux-64/r-roughsets-1.3_7-r43ha503ecb_3.conda  1 year and 10 months ago 1696 main
conda 707.0 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_2.tar.bz2  2 years and 6 months ago 530 main
conda 699.7 kB | osx-64/r-roughsets-1.3_7-r42h49197e3_2.tar.bz2  2 years and 6 months ago 71 main
conda 700.4 kB | osx-64/r-roughsets-1.3_7-r41h49197e3_2.tar.bz2  2 years and 6 months ago 68 main
conda 707.2 kB | linux-64/r-roughsets-1.3_7-r42h7525677_2.tar.bz2  2 years and 6 months ago 1871 main
conda 707.4 kB | linux-64/r-roughsets-1.3_7-r41h7525677_2.tar.bz2  2 years and 6 months ago 1865 main
conda 759.6 kB | win-64/r-roughsets-1.3_7-r40ha856d6a_1.tar.bz2  3 years and 11 months ago 790 main
conda 701.1 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_1.tar.bz2  3 years and 11 months ago 779 main
conda 697.8 kB | osx-64/r-roughsets-1.3_7-r40h9951f98_1.tar.bz2  3 years and 11 months ago 123 main
conda 698.5 kB | osx-64/r-roughsets-1.3_7-r41h9951f98_1.tar.bz2  3 years and 11 months ago 133 main

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