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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 676.3 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_3.conda  2 years and 2 months ago 691 main
conda 675.8 kB | osx-64/r-roughsets-1.3_7-r43hac7d2d5_3.conda  2 years and 2 months ago 403 main
conda 677.0 kB | osx-64/r-roughsets-1.3_7-r42hac7d2d5_3.conda  2 years and 2 months ago 417 main
conda 682.5 kB | linux-64/r-roughsets-1.3_7-r42ha503ecb_3.conda  2 years and 2 months ago 1950 main
conda 681.5 kB | linux-64/r-roughsets-1.3_7-r43ha503ecb_3.conda  2 years and 2 months ago 1972 main
conda 707.0 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_2.tar.bz2  2 years and 10 months ago 537 main
conda 699.7 kB | osx-64/r-roughsets-1.3_7-r42h49197e3_2.tar.bz2  2 years and 10 months ago 76 main
conda 700.4 kB | osx-64/r-roughsets-1.3_7-r41h49197e3_2.tar.bz2  2 years and 10 months ago 73 main
conda 707.2 kB | linux-64/r-roughsets-1.3_7-r42h7525677_2.tar.bz2  2 years and 10 months ago 2157 main
conda 707.4 kB | linux-64/r-roughsets-1.3_7-r41h7525677_2.tar.bz2  2 years and 10 months ago 2132 main
conda 759.6 kB | win-64/r-roughsets-1.3_7-r40ha856d6a_1.tar.bz2  4 years and 3 months ago 799 main
conda 701.1 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_1.tar.bz2  4 years and 3 months ago 788 main
conda 697.8 kB | osx-64/r-roughsets-1.3_7-r40h9951f98_1.tar.bz2  4 years and 3 months ago 128 main
conda 698.5 kB | osx-64/r-roughsets-1.3_7-r41h9951f98_1.tar.bz2  4 years and 3 months ago 137 main
conda 704.1 kB | linux-64/r-roughsets-1.3_7-r40h03ef668_1.tar.bz2  4 years and 3 months ago 2807 main
conda 703.3 kB | linux-64/r-roughsets-1.3_7-r41h03ef668_1.tar.bz2  4 years and 3 months ago 2753 main
conda 749.8 kB | win-64/r-roughsets-1.3_7-r36h796a38f_1.tar.bz2  5 years and 3 months ago 1054 main
conda 744.0 kB | win-64/r-roughsets-1.3_7-r40h796a38f_1.tar.bz2  5 years and 3 months ago 1034 main
conda 701.5 kB | osx-64/r-roughsets-1.3_7-r36hc5da6b9_1.tar.bz2  5 years and 3 months ago 322 main
conda 698.4 kB | osx-64/r-roughsets-1.3_7-r40hc5da6b9_1.tar.bz2  5 years and 3 months ago 318 main
conda 708.5 kB | linux-64/r-roughsets-1.3_7-r40h0357c0b_1.tar.bz2  5 years and 3 months ago 3423 main
conda 710.0 kB | linux-64/r-roughsets-1.3_7-r36h0357c0b_1.tar.bz2  5 years and 3 months ago 3443 main
conda 750.4 kB | win-64/r-roughsets-1.3_7-r35h796a38f_0.tar.bz2  5 years and 3 months ago 1022 main
conda 749.6 kB | win-64/r-roughsets-1.3_7-r36h796a38f_0.tar.bz2  5 years and 3 months ago 1034 main
conda 701.6 kB | osx-64/r-roughsets-1.3_7-r36hc5da6b9_0.tar.bz2  5 years and 3 months ago 338 main

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