SHAPforxgboost: SHAP Plots for 'XGBoost'

Aid in visual data investigations using SHAP (SHapley Additive exPlanation) visualization plots for 'XGBoost' and 'LightGBM'. It provides summary plot, dependence plot, interaction plot, and force plot and relies on the SHAP implementation provided by 'XGBoost' and 'LightGBM'. Please refer to 'slundberg/shap' for the original implementation of SHAP in 'Python'.

Package details

AuthorYang Liu [aut, cre] (<>), Allan Just [aut, ctb] (<>), Michael Mayer [ctb]
MaintainerYang Liu <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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SHAPforxgboost documentation built on May 31, 2023, 8:20 p.m.