liuyanguu/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'.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.1.3
URL https://github.com/liuyanguu/SHAPforxgboost
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("liuyanguu/SHAPforxgboost")
liuyanguu/SHAPforxgboost documentation built on March 24, 2024, 1:38 a.m.