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Visualizations for SHAP (SHapley Additive exPlanations), such as waterfall plots, force plots, various types of importance plots, dependence plots, and interaction plots. These plots act on a 'shapviz' object created from a matrix of SHAP values and a corresponding feature dataset. Wrappers for the R packages 'xgboost', 'lightgbm', 'fastshap', 'shapr', 'h2o', 'treeshap', 'DALEX', and 'kernelshap' are added for convenience. By separating visualization and computation, it is possible to display factor variables in graphs, even if the SHAP values are calculated by a model that requires numerical features. The plots are inspired by those provided by the 'shap' package in Python, but there is no dependency on it.

copied from cf-post-staging / r-shapviz
Type Size Name Uploaded Downloads Labels
conda 1.8 MB | noarch/r-shapviz-0.10.2-r44hc72bb7e_0.conda  1 month and 7 days ago 101 main
conda 1.9 MB | noarch/r-shapviz-0.10.2-r43hc72bb7e_0.conda  1 month and 7 days ago 100 main
conda 1.9 MB | noarch/r-shapviz-0.10.1-r43hc72bb7e_0.conda  2 months and 2 days ago 143 main
conda 1.8 MB | noarch/r-shapviz-0.10.1-r44hc72bb7e_0.conda  2 months and 2 days ago 144 main
conda 1.9 MB | noarch/r-shapviz-0.10.0-r43hc72bb7e_0.conda  2 months and 2 days ago 146 main
conda 1.8 MB | noarch/r-shapviz-0.10.0-r44hc72bb7e_0.conda  2 months and 2 days ago 157 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_1.conda  7 months and 20 hours ago 586 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r44hc72bb7e_1.conda  7 months and 20 hours ago 603 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_0.conda  7 months and 5 days ago 607 main
conda 2.3 MB | noarch/r-shapviz-0.9.6-r43hc72bb7e_0.conda  10 months and 13 days ago 804 main
conda 2.2 MB | noarch/r-shapviz-0.9.5-r43hc72bb7e_0.conda  11 months and 10 days ago 923 main
conda 1.4 MB | noarch/r-shapviz-0.9.4-r43hc72bb7e_0.conda  1 year and 4 days ago 1036 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r42hc72bb7e_0.conda  1 year and 7 months ago 1634 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r43hc72bb7e_0.conda  1 year and 7 months ago 1373 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r43hc72bb7e_0.conda  1 year and 10 months ago 1407 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r42hc72bb7e_0.conda  1 year and 10 months ago 1385 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r43hc72bb7e_1.conda  2 years and 3 days ago 1447 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_1.conda  2 years and 3 days ago 1414 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_0.conda  2 years and 4 days ago 1421 main

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