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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  8 months and 10 days ago 536 main
conda 691.5 kB | win-64/r-roughsets-1.3_8-r44h8ae3a7c_1.conda  8 months and 10 days ago 485 main
conda 674.2 kB | osx-64/r-roughsets-1.3_8-r43h25d921d_1.conda  8 months and 10 days ago 370 main
conda 695.8 kB | linux-64/r-roughsets-1.3_8-r44h0d4f4ea_1.conda  8 months and 10 days ago 1087 main
conda 681.2 kB | linux-64/r-roughsets-1.3_8-r43h0d4f4ea_1.conda  8 months and 10 days ago 1095 main
conda 691.0 kB | osx-64/r-roughsets-1.3_8-r44h25d921d_1.conda  8 months and 10 days ago 394 main
conda 676.9 kB | win-64/r-roughsets-1.3_8-r41ha856d6a_0.conda  1 year and 1 month ago 497 main
conda 675.9 kB | osx-64/r-roughsets-1.3_8-r42h29979af_0.conda  1 year and 1 month ago 437 main
conda 674.4 kB | osx-64/r-roughsets-1.3_8-r43h29979af_0.conda  1 year and 1 month ago 428 main
conda 681.9 kB | linux-64/r-roughsets-1.3_8-r42ha503ecb_0.conda  1 year and 1 month ago 1402 main
conda 680.6 kB | linux-64/r-roughsets-1.3_8-r43ha503ecb_0.conda  1 year and 1 month ago 1401 main
conda 676.3 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_3.conda  1 year and 9 months ago 680 main
conda 675.8 kB | osx-64/r-roughsets-1.3_7-r43hac7d2d5_3.conda  1 year and 9 months ago 397 main
conda 677.0 kB | osx-64/r-roughsets-1.3_7-r42hac7d2d5_3.conda  1 year and 9 months ago 411 main
conda 682.5 kB | linux-64/r-roughsets-1.3_7-r42ha503ecb_3.conda  1 year and 9 months ago 1588 main
conda 681.5 kB | linux-64/r-roughsets-1.3_7-r43ha503ecb_3.conda  1 year and 9 months ago 1615 main
conda 707.0 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_2.tar.bz2  2 years and 5 months ago 530 main
conda 699.7 kB | osx-64/r-roughsets-1.3_7-r42h49197e3_2.tar.bz2  2 years and 5 months ago 70 main
conda 700.4 kB | osx-64/r-roughsets-1.3_7-r41h49197e3_2.tar.bz2  2 years and 5 months ago 68 main
conda 707.2 kB | linux-64/r-roughsets-1.3_7-r42h7525677_2.tar.bz2  2 years and 5 months ago 1794 main
conda 707.4 kB | linux-64/r-roughsets-1.3_7-r41h7525677_2.tar.bz2  2 years and 5 months ago 1784 main
conda 759.6 kB | win-64/r-roughsets-1.3_7-r40ha856d6a_1.tar.bz2  3 years and 9 months ago 790 main
conda 701.1 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_1.tar.bz2  3 years and 9 months ago 779 main
conda 697.8 kB | osx-64/r-roughsets-1.3_7-r40h9951f98_1.tar.bz2  3 years and 9 months ago 123 main
conda 698.5 kB | osx-64/r-roughsets-1.3_7-r41h9951f98_1.tar.bz2  3 years and 9 months ago 133 main
conda 704.1 kB | linux-64/r-roughsets-1.3_7-r40h03ef668_1.tar.bz2  3 years and 9 months ago 2433 main
conda 703.3 kB | linux-64/r-roughsets-1.3_7-r41h03ef668_1.tar.bz2  3 years and 9 months ago 2399 main
conda 749.8 kB | win-64/r-roughsets-1.3_7-r36h796a38f_1.tar.bz2  4 years and 9 months ago 1045 main
conda 744.0 kB | win-64/r-roughsets-1.3_7-r40h796a38f_1.tar.bz2  4 years and 9 months ago 1025 main
conda 701.5 kB | osx-64/r-roughsets-1.3_7-r36hc5da6b9_1.tar.bz2  4 years and 9 months ago 319 main
conda 698.4 kB | osx-64/r-roughsets-1.3_7-r40hc5da6b9_1.tar.bz2  4 years and 9 months ago 312 main
conda 708.5 kB | linux-64/r-roughsets-1.3_7-r40h0357c0b_1.tar.bz2  4 years and 9 months ago 3060 main
conda 710.0 kB | linux-64/r-roughsets-1.3_7-r36h0357c0b_1.tar.bz2  4 years and 9 months ago 3079 main
conda 750.4 kB | win-64/r-roughsets-1.3_7-r35h796a38f_0.tar.bz2  4 years and 9 months ago 1012 main
conda 749.6 kB | win-64/r-roughsets-1.3_7-r36h796a38f_0.tar.bz2  4 years and 9 months ago 1024 main
conda 701.6 kB | osx-64/r-roughsets-1.3_7-r36hc5da6b9_0.tar.bz2  4 years and 9 months ago 333 main
conda 697.2 kB | osx-64/r-roughsets-1.3_7-r35hc5da6b9_0.tar.bz2  4 years and 9 months ago 308 main
conda 710.3 kB | linux-64/r-roughsets-1.3_7-r36h0357c0b_0.tar.bz2  4 years and 9 months ago 3029 main
conda 705.9 kB | linux-64/r-roughsets-1.3_7-r35h0357c0b_0.tar.bz2  4 years and 9 months ago 3046 main

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