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] (<https://orcid.org/0000-0001-6557-6439>), Allan Just [aut, ctb] (<https://orcid.org/0000-0003-4312-5957>), Michael Mayer [ctb]
MaintainerYang Liu <lyhello@gmail.com>
LicenseMIT + file LICENSE
Version0.1.1
URL https://github.com/liuyanguu/SHAPforxgboost
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SHAPforxgboost")

Try the SHAPforxgboost package in your browser

Any scripts or data that you put into this service are public.

SHAPforxgboost documentation built on March 28, 2021, 9:06 a.m.