SHAPforxgboost: SHAP Plots for 'XGBoost'

The aim of 'SHAPforxgboost' is to aid in visual data investigations using SHAP (SHapley Additive exPlanation) visualization plots for 'XGBoost'. It provides summary plot, dependence plot, interaction plot, and force plot. It relies on the 'dmlc/xgboost' package to produce SHAP values. Please refer to 'slundberg/shap' for the original implementation of SHAP in 'Python'.

Getting started

Package details

AuthorYang Liu [aut, cre] (<https://orcid.org/0000-0001-6557-6439>), Allan Just [aut, ctb] (<https://orcid.org/0000-0003-4312-5957>)
MaintainerYang Liu <[email protected]>
LicenseMIT + file LICENSE
Version0.0.3
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")

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SHAPforxgboost documentation built on March 26, 2020, 7:14 p.m.