vi_shap - SHAP-based variable importance

[dcsuh]

https://www.rdocumentation.org/packages/vip/versions/0.4.1/topics/vi_shap

shaply additive explanations https://shap.readthedocs.io/en/latest/ https://github.com/shap/shap

method for estimating how much each variable contributes to model prediction

can be used for regression or tree-based methods

[dcsuh]

package 'vip'

https://cran.r-project.org/web/packages/vip/vignettes/vip.html

[dcsuh]

unsure if this thread is helpful or not https://stats.stackexchange.com/questions/162162/relative-variable-importance-for-boosting