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conda-forge / packages / r-roughsets

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

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Type Size Name Uploaded Downloads Labels
conda 675.2 kB | win-64/r-roughsets-1.3_8-r43h8ae3a7c_1.conda  5 months and 3 days ago 220 main
conda 691.5 kB | win-64/r-roughsets-1.3_8-r44h8ae3a7c_1.conda  5 months and 3 days ago 202 main
conda 674.2 kB | osx-64/r-roughsets-1.3_8-r43h25d921d_1.conda  5 months and 3 days ago 189 main
conda 695.8 kB | linux-64/r-roughsets-1.3_8-r44h0d4f4ea_1.conda  5 months and 3 days ago 695 main
conda 681.2 kB | linux-64/r-roughsets-1.3_8-r43h0d4f4ea_1.conda  5 months and 3 days ago 704 main
conda 691.0 kB | osx-64/r-roughsets-1.3_8-r44h25d921d_1.conda  5 months and 3 days ago 192 main
conda 676.9 kB | win-64/r-roughsets-1.3_8-r41ha856d6a_0.conda  10 months and 19 days ago 232 main
conda 675.9 kB | osx-64/r-roughsets-1.3_8-r42h29979af_0.conda  10 months and 19 days ago 225 main
conda 674.4 kB | osx-64/r-roughsets-1.3_8-r43h29979af_0.conda  10 months and 19 days ago 228 main
conda 681.9 kB | linux-64/r-roughsets-1.3_8-r42ha503ecb_0.conda  10 months and 19 days ago 1003 main
conda 680.6 kB | linux-64/r-roughsets-1.3_8-r43ha503ecb_0.conda  10 months and 19 days ago 987 main
conda 676.3 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_3.conda  1 year and 5 months ago 424 main
conda 675.8 kB | osx-64/r-roughsets-1.3_7-r43hac7d2d5_3.conda  1 year and 5 months ago 214 main
conda 677.0 kB | osx-64/r-roughsets-1.3_7-r42hac7d2d5_3.conda  1 year and 5 months ago 212 main
conda 682.5 kB | linux-64/r-roughsets-1.3_7-r42ha503ecb_3.conda  1 year and 5 months ago 1200 main
conda 681.5 kB | linux-64/r-roughsets-1.3_7-r43ha503ecb_3.conda  1 year and 5 months ago 1243 main
conda 707.0 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_2.tar.bz2  2 years and 1 month ago 524 main
conda 699.7 kB | osx-64/r-roughsets-1.3_7-r42h49197e3_2.tar.bz2  2 years and 1 month ago 70 main
conda 700.4 kB | osx-64/r-roughsets-1.3_7-r41h49197e3_2.tar.bz2  2 years and 1 month ago 67 main
conda 707.2 kB | linux-64/r-roughsets-1.3_7-r42h7525677_2.tar.bz2  2 years and 1 month ago 1536 main
conda 707.4 kB | linux-64/r-roughsets-1.3_7-r41h7525677_2.tar.bz2  2 years and 1 month ago 1528 main
conda 759.6 kB | win-64/r-roughsets-1.3_7-r40ha856d6a_1.tar.bz2  3 years and 6 months ago 784 main
conda 701.1 kB | win-64/r-roughsets-1.3_7-r41ha856d6a_1.tar.bz2  3 years and 6 months ago 773 main
conda 697.8 kB | osx-64/r-roughsets-1.3_7-r40h9951f98_1.tar.bz2  3 years and 6 months ago 122 main
conda 698.5 kB | osx-64/r-roughsets-1.3_7-r41h9951f98_1.tar.bz2  3 years and 6 months ago 132 main
conda 704.1 kB | linux-64/r-roughsets-1.3_7-r40h03ef668_1.tar.bz2  3 years and 6 months ago 2158 main
conda 703.3 kB | linux-64/r-roughsets-1.3_7-r41h03ef668_1.tar.bz2  3 years and 6 months ago 2139 main
conda 749.8 kB | win-64/r-roughsets-1.3_7-r36h796a38f_1.tar.bz2  4 years and 6 months ago 1039 main
conda 744.0 kB | win-64/r-roughsets-1.3_7-r40h796a38f_1.tar.bz2  4 years and 6 months ago 1019 main
conda 701.5 kB | osx-64/r-roughsets-1.3_7-r36hc5da6b9_1.tar.bz2  4 years and 6 months ago 318 main
conda 698.4 kB | osx-64/r-roughsets-1.3_7-r40hc5da6b9_1.tar.bz2  4 years and 6 months ago 312 main
conda 708.5 kB | linux-64/r-roughsets-1.3_7-r40h0357c0b_1.tar.bz2  4 years and 6 months ago 2803 main
conda 710.0 kB | linux-64/r-roughsets-1.3_7-r36h0357c0b_1.tar.bz2  4 years and 6 months ago 2815 main
conda 750.4 kB | win-64/r-roughsets-1.3_7-r35h796a38f_0.tar.bz2  4 years and 6 months ago 1006 main
conda 749.6 kB | win-64/r-roughsets-1.3_7-r36h796a38f_0.tar.bz2  4 years and 6 months ago 1018 main
conda 701.6 kB | osx-64/r-roughsets-1.3_7-r36hc5da6b9_0.tar.bz2  4 years and 6 months ago 332 main
conda 697.2 kB | osx-64/r-roughsets-1.3_7-r35hc5da6b9_0.tar.bz2  4 years and 6 months ago 308 main
conda 710.3 kB | linux-64/r-roughsets-1.3_7-r36h0357c0b_0.tar.bz2  4 years and 6 months ago 2771 main
conda 705.9 kB | linux-64/r-roughsets-1.3_7-r35h0357c0b_0.tar.bz2  4 years and 6 months ago 2791 main
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