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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  7 months and 23 days ago 534 main
conda 691.5 kB | win-64/r-roughsets-1.3_8-r44h8ae3a7c_1.conda  7 months and 23 days ago 483 main
conda 674.2 kB | osx-64/r-roughsets-1.3_8-r43h25d921d_1.conda  7 months and 23 days ago 369 main
conda 695.8 kB | linux-64/r-roughsets-1.3_8-r44h0d4f4ea_1.conda  7 months and 23 days ago 1048 main
conda 681.2 kB | linux-64/r-roughsets-1.3_8-r43h0d4f4ea_1.conda  7 months and 23 days ago 1061 main
conda 691.0 kB | osx-64/r-roughsets-1.3_8-r44h25d921d_1.conda  7 months and 23 days ago 394 main
conda 676.9 kB | win-64/r-roughsets-1.3_8-r41ha856d6a_0.conda  1 year and 1 month ago 495 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 1368 main
conda 680.6 kB | linux-64/r-roughsets-1.3_8-r43ha503ecb_0.conda  1 year and 1 month ago 1366 main
conda 676.3 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_3.conda  1 year and 8 months ago 678 main
conda 675.8 kB | osx-64/r-roughsets-1.3_7-r43hac7d2d5_3.conda  1 year and 8 months ago 396 main
conda 677.0 kB | osx-64/r-roughsets-1.3_7-r42hac7d2d5_3.conda  1 year and 8 months ago 411 main
conda 682.5 kB | linux-64/r-roughsets-1.3_7-r42ha503ecb_3.conda  1 year and 8 months ago 1553 main
conda 681.5 kB | linux-64/r-roughsets-1.3_7-r43ha503ecb_3.conda  1 year and 8 months ago 1581 main
conda 707.0 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_2.tar.bz2  2 years and 4 months ago 529 main
conda 699.7 kB | osx-64/r-roughsets-1.3_7-r42h49197e3_2.tar.bz2  2 years and 4 months ago 70 main
conda 700.4 kB | osx-64/r-roughsets-1.3_7-r41h49197e3_2.tar.bz2  2 years and 4 months ago 68 main
conda 707.2 kB | linux-64/r-roughsets-1.3_7-r42h7525677_2.tar.bz2  2 years and 4 months ago 1763 main
conda 707.4 kB | linux-64/r-roughsets-1.3_7-r41h7525677_2.tar.bz2  2 years and 4 months ago 1749 main
conda 759.6 kB | win-64/r-roughsets-1.3_7-r40ha856d6a_1.tar.bz2  3 years and 9 months ago 789 main
conda 701.1 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_1.tar.bz2  3 years and 9 months ago 778 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 2396 main
conda 703.3 kB | linux-64/r-roughsets-1.3_7-r41h03ef668_1.tar.bz2  3 years and 9 months ago 2364 main
conda 749.8 kB | win-64/r-roughsets-1.3_7-r36h796a38f_1.tar.bz2  4 years and 9 months ago 1044 main
conda 744.0 kB | win-64/r-roughsets-1.3_7-r40h796a38f_1.tar.bz2  4 years and 9 months ago 1024 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 3027 main
conda 710.0 kB | linux-64/r-roughsets-1.3_7-r36h0357c0b_1.tar.bz2  4 years and 9 months ago 3047 main
conda 750.4 kB | win-64/r-roughsets-1.3_7-r35h796a38f_0.tar.bz2  4 years and 9 months ago 1011 main
conda 749.6 kB | win-64/r-roughsets-1.3_7-r36h796a38f_0.tar.bz2  4 years and 9 months ago 1023 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 3001 main
conda 705.9 kB | linux-64/r-roughsets-1.3_7-r35h0357c0b_0.tar.bz2  4 years and 9 months ago 3011 main

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