SHAP
2024-03-31
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R package
SHAP for XGBoost in R: SHAPforxgboost
Yang Liu
/
2019-07-18
I wrote the R package SHAPforxgboost to cover all the plotting functions illustrated in this post. This post serves as the vignette for the package. Please install from CRAN or Github. install.packages("SHAPforxgboost") # or devtools::install_github("liuyanguu/SHAPforxgboost") Why SHAP values SHAP’s main advantages are local explanation and consistency in global model…
Machine Learning
SHAP Visualization in R (first post)
Yang Liu
/
2018-10-14
Update 19/07/21: Since my R Package SHAPforxgboost has been released on CRAN, I updated this post using the new functions and illustrate how to use these functions using two datasets. For more information, please refer to: SHAP visualization for XGBoost in R […] This is the example I used in the package SHAPforxgboost # Example use iris suppressPackageStartupMessages({…