treeshap

Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm

CRAN Package

An efficient implementation of the 'TreeSHAP' algorithm introduced by Lundberg et al., (2020) . It is capable of calculating SHAP (SHapley Additive exPlanations) values for tree-based models in polynomial time. Currently supported models include 'gbm', 'randomForest', 'ranger', 'xgboost', 'lightgbm'.

  • Version0.3.1
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release01/22/2024

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