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conda-forge / packages / r-lime

When building complex models, it is often difficult to explain why the model should be trusted. While global measures such as accuracy are useful, they cannot be used for explaining why a model made a specific prediction. 'lime' (a port of the 'lime' 'Python' package) is a method for explaining the outcome of black box models by fitting a local model around the point in question an perturbations of this point. The approach is described in more detail in the article by Ribeiro et al. (2016) <arXiv:1602.04938>.

copied from cf-staging / r-lime

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Type Size Name Uploaded Downloads Labels
conda 1.3 MB | win-64/r-lime-0.5.3-r44h8ae3a7c_3.conda  4 months and 21 days ago 211 main
conda 1.3 MB | win-64/r-lime-0.5.3-r43h8ae3a7c_3.conda  4 months and 21 days ago 201 main
conda 1.3 MB | osx-64/r-lime-0.5.3-r43h25d921d_3.conda  4 months and 21 days ago 186 main
conda 1.3 MB | osx-64/r-lime-0.5.3-r44h25d921d_3.conda  4 months and 21 days ago 162 main
conda 1.3 MB | linux-64/r-lime-0.5.3-r43h0d4f4ea_3.conda  4 months and 21 days ago 634 main
conda 1.3 MB | linux-64/r-lime-0.5.3-r44h0d4f4ea_3.conda  4 months and 21 days ago 627 main
conda 1.3 MB | win-64/r-lime-0.5.3-r41ha856d6a_2.conda  1 year and 5 months ago 410 main
conda 1.3 MB | osx-64/r-lime-0.5.3-r42hac7d2d5_2.conda  1 year and 5 months ago 218 main
conda 1.3 MB | osx-64/r-lime-0.5.3-r43hac7d2d5_2.conda  1 year and 5 months ago 221 main
conda 1.3 MB | linux-64/r-lime-0.5.3-r43ha503ecb_2.conda  1 year and 5 months ago 1337 main
conda 1.3 MB | linux-64/r-lime-0.5.3-r42ha503ecb_2.conda  1 year and 5 months ago 1239 main
conda 1.4 MB | osx-64/r-lime-0.5.3-r42h49197e3_1.tar.bz2  2 years and 1 month ago 72 main
conda 1.4 MB | osx-64/r-lime-0.5.3-r41h49197e3_1.tar.bz2  2 years and 1 month ago 73 main
conda 1.4 MB | linux-64/r-lime-0.5.3-r42h7525677_1.tar.bz2  2 years and 1 month ago 1648 main
conda 1.4 MB | linux-64/r-lime-0.5.3-r41h7525677_1.tar.bz2  2 years and 1 month ago 1555 main
conda 1.4 MB | win-64/r-lime-0.5.3-r40ha856d6a_0.tar.bz2  2 years and 3 months ago 599 main
conda 1.4 MB | win-64/r-lime-0.5.3-r41ha856d6a_0.tar.bz2  2 years and 3 months ago 601 main
conda 1.4 MB | osx-64/r-lime-0.5.3-r41h49197e3_0.tar.bz2  2 years and 3 months ago 74 main
conda 1.4 MB | osx-64/r-lime-0.5.3-r40h49197e3_0.tar.bz2  2 years and 3 months ago 75 main
conda 1.4 MB | linux-64/r-lime-0.5.3-r40h7525677_0.tar.bz2  2 years and 3 months ago 1648 main
conda 1.4 MB | linux-64/r-lime-0.5.3-r41h7525677_0.tar.bz2  2 years and 3 months ago 1677 main
conda 1.4 MB | win-64/r-lime-0.5.2-r40ha856d6a_0.tar.bz2  3 years and 6 months ago 787 main
conda 1.4 MB | win-64/r-lime-0.5.2-r41ha856d6a_0.tar.bz2  3 years and 6 months ago 786 main
conda 1.4 MB | osx-64/r-lime-0.5.2-r40h9951f98_0.tar.bz2  3 years and 6 months ago 142 main
conda 1.4 MB | osx-64/r-lime-0.5.2-r41h9951f98_0.tar.bz2  3 years and 6 months ago 146 main
conda 1.4 MB | linux-64/r-lime-0.5.2-r41h03ef668_0.tar.bz2  3 years and 6 months ago 2343 main
conda 1.4 MB | linux-64/r-lime-0.5.2-r40h03ef668_0.tar.bz2  3 years and 6 months ago 2166 main
conda 1.4 MB | win-64/r-lime-0.5.1-r40ha856d6a_1.tar.bz2  3 years and 6 months ago 799 main
conda 1.4 MB | win-64/r-lime-0.5.1-r41ha856d6a_1.tar.bz2  3 years and 6 months ago 772 main
conda 1.4 MB | osx-64/r-lime-0.5.1-r40h9951f98_1.tar.bz2  3 years and 6 months ago 144 main
conda 1.4 MB | osx-64/r-lime-0.5.1-r41h9951f98_1.tar.bz2  3 years and 6 months ago 135 main
conda 1.4 MB | linux-64/r-lime-0.5.1-r41h03ef668_1.tar.bz2  3 years and 6 months ago 2163 main
conda 1.4 MB | linux-64/r-lime-0.5.1-r40h03ef668_1.tar.bz2  3 years and 6 months ago 2142 main
conda 1.4 MB | win-64/r-lime-0.5.1-r36h796a38f_1.tar.bz2  4 years and 7 months ago 1056 main
conda 1.4 MB | win-64/r-lime-0.5.1-r40h796a38f_1.tar.bz2  4 years and 7 months ago 1043 main
conda 1.4 MB | osx-64/r-lime-0.5.1-r40hc5da6b9_1.tar.bz2  4 years and 7 months ago 335 main
conda 1.4 MB | osx-64/r-lime-0.5.1-r36hc5da6b9_1.tar.bz2  4 years and 7 months ago 333 main
conda 1.4 MB | linux-64/r-lime-0.5.1-r36h0357c0b_1.tar.bz2  4 years and 7 months ago 2890 main
conda 1.4 MB | linux-64/r-lime-0.5.1-r40h0357c0b_1.tar.bz2  4 years and 7 months ago 2909 main
conda 1.4 MB | win-64/r-lime-0.5.1-r36h796a38f_0.tar.bz2  5 years and 1 month ago 1215 main cf202003
conda 1.4 MB | win-64/r-lime-0.5.1-r35h796a38f_0.tar.bz2  5 years and 1 month ago 1186 main cf202003
conda 1.4 MB | osx-64/r-lime-0.5.1-r35hc5da6b9_0.tar.bz2  5 years and 1 month ago 355 main cf202003
conda 1.4 MB | osx-64/r-lime-0.5.1-r36hc5da6b9_0.tar.bz2  5 years and 1 month ago 368 main cf202003
conda 1.4 MB | linux-64/r-lime-0.5.1-r36h0357c0b_0.tar.bz2  5 years and 1 month ago 3335 main cf202003
conda 1.4 MB | linux-64/r-lime-0.5.1-r35h0357c0b_0.tar.bz2  5 years and 1 month ago 3304 main cf202003
conda 1.4 MB | win-64/r-lime-0.5.0-r36h796a38f_1.tar.bz2  5 years and 4 months ago 1366 main cf202003
conda 1.4 MB | win-64/r-lime-0.5.0-r35h796a38f_1.tar.bz2  5 years and 4 months ago 1388 main cf202003
conda 1.4 MB | osx-64/r-lime-0.5.0-r36hf99fc2c_1.tar.bz2  5 years and 4 months ago 346 main cf202003
conda 1.5 MB | osx-64/r-lime-0.5.0-r35hf99fc2c_1.tar.bz2  5 years and 4 months ago 346 main cf202003
conda 1.4 MB | linux-64/r-lime-0.5.0-r35h0357c0b_1.tar.bz2  5 years and 4 months ago 3672 main cf202003
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