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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 10 days ago 106 main
conda 1.9 MB | noarch/r-shapviz-0.10.2-r43hc72bb7e_0.conda  1 month and 10 days ago 106 main
conda 1.9 MB | noarch/r-shapviz-0.10.1-r43hc72bb7e_0.conda  2 months and 4 days ago 147 main
conda 1.8 MB | noarch/r-shapviz-0.10.1-r44hc72bb7e_0.conda  2 months and 4 days ago 147 main
conda 1.9 MB | noarch/r-shapviz-0.10.0-r43hc72bb7e_0.conda  2 months and 5 days ago 150 main
conda 1.8 MB | noarch/r-shapviz-0.10.0-r44hc72bb7e_0.conda  2 months and 5 days ago 162 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_1.conda  7 months and 3 days ago 590 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r44hc72bb7e_1.conda  7 months and 3 days ago 607 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_0.conda  7 months and 8 days ago 612 main
conda 2.3 MB | noarch/r-shapviz-0.9.6-r43hc72bb7e_0.conda  10 months and 16 days ago 807 main
conda 2.2 MB | noarch/r-shapviz-0.9.5-r43hc72bb7e_0.conda  11 months and 13 days ago 927 main
conda 1.4 MB | noarch/r-shapviz-0.9.4-r43hc72bb7e_0.conda  1 year and 6 days ago 1041 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r42hc72bb7e_0.conda  1 year and 7 months ago 1639 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r43hc72bb7e_0.conda  1 year and 7 months ago 1378 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r43hc72bb7e_0.conda  1 year and 10 months ago 1411 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r42hc72bb7e_0.conda  1 year and 10 months ago 1389 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r43hc72bb7e_1.conda  2 years and 6 days ago 1451 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_1.conda  2 years and 6 days ago 1418 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_0.conda  2 years and 6 days ago 1424 main

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