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conda-forge / packages / r-iml

Interpretability methods to analyze the behavior and predictions of any machine learning model. Implemented methods are: Feature importance described by Fisher et al. (2018) <arXiv:1801.01489>, accumulated local effects plots described by Apley (2018) <arXiv:1612.08468>, partial dependence plots described by Friedman (2001) <http://www.jstor.org/stable/2699986>, individual conditional expectation ('ice') plots described by Goldstein et al. (2013) <doi:10.1080/10618600.2014.907095>, local models (variant of 'lime') described by Ribeiro et. al (2016) <arXiv:1602.04938>, the Shapley Value described by Strumbelj et. al (2014) <doi:10.1007/s10115-013-0679-x>, feature interactions described by Friedman et. al <doi:10.1214/07-AOAS148> and tree surrogate models.

copied from cf-staging / r-iml

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Type Size Name Uploaded Downloads Labels
conda 658.7 kB | noarch/r-iml-0.11.4-r44hc72bb7e_0.conda  17 days and 7 hours ago 59 main
conda 669.9 kB | noarch/r-iml-0.11.4-r43hc72bb7e_0.conda  17 days and 7 hours ago 57 main
conda 678.9 kB | noarch/r-iml-0.11.3-r43hc72bb7e_1.conda  7 months and 14 days ago 716 main
conda 663.8 kB | noarch/r-iml-0.11.3-r44hc72bb7e_1.conda  7 months and 14 days ago 695 main
conda 677.1 kB | noarch/r-iml-0.11.3-r42hc72bb7e_0.conda  10 months and 14 days ago 835 main
conda 677.6 kB | noarch/r-iml-0.11.3-r43hc72bb7e_0.conda  10 months and 14 days ago 910 main
conda 674.8 kB | noarch/r-iml-0.11.2-r42hc72bb7e_0.conda  11 months and 13 days ago 911 main
conda 675.2 kB | noarch/r-iml-0.11.2-r43hc72bb7e_0.conda  11 months and 13 days ago 884 main
conda 944.2 kB | noarch/r-iml-0.11.1-r42hc72bb7e_2.conda  1 year and 8 months ago 1141 main
conda 946.0 kB | noarch/r-iml-0.11.1-r43hc72bb7e_2.conda  1 year and 8 months ago 1367 main
conda 1011.3 kB | noarch/r-iml-0.11.1-r42hc72bb7e_1.tar.bz2  2 years and 4 months ago 1591 main
conda 1008.8 kB | noarch/r-iml-0.11.1-r41hc72bb7e_1.tar.bz2  2 years and 4 months ago 1444 main
conda 1008.6 kB | noarch/r-iml-0.11.1-r41hc72bb7e_0.tar.bz2  2 years and 6 months ago 1553 main
conda 1010.2 kB | noarch/r-iml-0.11.1-r40hc72bb7e_0.tar.bz2  2 years and 6 months ago 1533 main
conda 1011.4 kB | noarch/r-iml-0.11.0-r41hc72bb7e_0.tar.bz2  2 years and 10 months ago 2026 main
conda 1014.9 kB | noarch/r-iml-0.11.0-r40hc72bb7e_0.tar.bz2  2 years and 10 months ago 1977 main
conda 747.3 kB | noarch/r-iml-0.10.1-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2054 main
conda 748.9 kB | noarch/r-iml-0.10.1-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2087 main
conda 745.5 kB | noarch/r-iml-0.10.1-r40h6115d3f_0.tar.bz2  4 years and 5 months ago 2516 main
conda 748.8 kB | noarch/r-iml-0.10.1-r36h6115d3f_0.tar.bz2  4 years and 5 months ago 2560 main
conda 694.6 kB | noarch/r-iml-0.10.0-r36h6115d3f_1.tar.bz2  4 years and 10 months ago 2916 main
conda 691.2 kB | noarch/r-iml-0.10.0-r40h6115d3f_1.tar.bz2  4 years and 10 months ago 2910 main
conda 695.8 kB | noarch/r-iml-0.10.0-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 3050 main
conda 686.3 kB | noarch/r-iml-0.10.0-r35h6115d3f_0.tar.bz2  4 years and 11 months ago 3063 main
conda 626.2 kB | noarch/r-iml-0.9.0-r36h6115d3f_1.tar.bz2  5 years and 7 months ago 4568 main cf202003
conda 622.5 kB | noarch/r-iml-0.9.0-r35h6115d3f_1.tar.bz2  5 years and 7 months ago 3883 main cf202003
conda 622.3 kB | noarch/r-iml-0.9.0-r351h6115d3f_0.tar.bz2  6 years and 22 days ago 4129 main cf202003
conda 523.7 kB | noarch/r-iml-0.8.1-r351h6115d3f_1000.tar.bz2  6 years and 2 months ago 4283 main cf202003 cf201901
conda 603.2 kB | noarch/r-iml-0.7.1-r351h6115d3f_1000.tar.bz2  6 years and 3 months ago 4432 main cf202003 gcc7 cf201901
conda 604.1 kB | linux-64/r-iml-0.7.1-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 4653 main cf202003 cf201901
conda 617.2 kB | win-64/r-iml-0.7.1-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 1687 main cf202003 cf201901
conda 603.1 kB | osx-64/r-iml-0.7.1-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 357 main cf202003 cf201901
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