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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 5 days ago 99 main
conda 1.9 MB | noarch/r-shapviz-0.10.2-r43hc72bb7e_0.conda  1 month and 5 days ago 98 main
conda 1.9 MB | noarch/r-shapviz-0.10.1-r43hc72bb7e_0.conda  1 month and 30 days ago 141 main
conda 1.8 MB | noarch/r-shapviz-0.10.1-r44hc72bb7e_0.conda  1 month and 30 days ago 142 main
conda 1.9 MB | noarch/r-shapviz-0.10.0-r43hc72bb7e_0.conda  2 months and 10 hours ago 144 main
conda 1.8 MB | noarch/r-shapviz-0.10.0-r44hc72bb7e_0.conda  2 months and 10 hours ago 155 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_1.conda  6 months and 29 days ago 584 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r44hc72bb7e_1.conda  6 months and 29 days ago 602 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_0.conda  7 months and 3 days ago 605 main
conda 2.3 MB | noarch/r-shapviz-0.9.6-r43hc72bb7e_0.conda  10 months and 11 days ago 802 main
conda 2.2 MB | noarch/r-shapviz-0.9.5-r43hc72bb7e_0.conda  11 months and 8 days ago 921 main
conda 1.4 MB | noarch/r-shapviz-0.9.4-r43hc72bb7e_0.conda  1 year and 1 day ago 1034 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r42hc72bb7e_0.conda  1 year and 7 months ago 1632 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r43hc72bb7e_0.conda  1 year and 7 months ago 1371 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r43hc72bb7e_0.conda  1 year and 10 months ago 1406 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r42hc72bb7e_0.conda  1 year and 10 months ago 1383 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r43hc72bb7e_1.conda  2 years and 1 day ago 1445 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_1.conda  2 years and 1 day ago 1412 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_0.conda  2 years and 1 day ago 1419 main

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