Other packages > Find by keyword >

SHAPforxgboost  

SHAP Plots for 'XGBoost'
View on CRAN: Click here


Download and install SHAPforxgboost package within the R console
Install from CRAN:
install.packages("SHAPforxgboost")

Install from Github:
library("remotes")
install_github("cran/SHAPforxgboost")

Install by package version:
library("remotes")
install_version("SHAPforxgboost", "0.2.0")



Attach the package and use:
library("SHAPforxgboost")
Maintained by
Yang Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-03
Latest Update: 2023-05-29
Description:
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'.
How to cite:
Yang Liu (2019). SHAPforxgboost: SHAP Plots for 'XGBoost'. R package version 0.2.0, https://cran.r-project.org/web/packages/SHAPforxgboost. Accessed 23 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:24), 0.0.1 (2019-08-03 09:00), 0.0.2 (2019-08-28 15:50), 0.0.3 (2020-02-09 19:50), 0.0.4 (2020-05-14 06:50), 0.1.0 (2021-01-07 05:30), 0.1.1 (2021-03-28 05:10), 0.1.3 (2023-05-29 19:20)
Other packages that cited SHAPforxgboost R package
View SHAPforxgboost citation profile
Other R packages that SHAPforxgboost depends, imports, suggests or enhances
Complete documentation for SHAPforxgboost
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

diffr  
Display Differences Between Two Files using Codediff Library
An R interface to the 'codediff' JavaScript library (a copy of which is included in the package, se ...
Download / Learn more Package Citations See dependency  
gghighlight  
Highlight Lines and Points in 'ggplot2'
Make it easier to explore data with highlights. ...
Download / Learn more Package Citations See dependency  
umap  
Uniform Manifold Approximation and Projection
Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm ...
Download / Learn more Package Citations See dependency  
RKorAPClient  
'KorAP' Web Service Client Package
A client package that makes the 'KorAP' web service API accessible from R. The corpus analysis plat ...
Download / Learn more Package Citations See dependency  
ADDT  
Analysis of Accelerated Destructive Degradation Test Data
Accelerated destructive degradation tests (ADDT) are often used to collect necessary data for assess ...
Download / Learn more Package Citations See dependency  
FluMoDL  
Influenza-Attributable Mortality with Distributed-Lag Models
Functions to estimate the mortality attributable to influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA