treeshap
Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm
An efficient implementation of the 'TreeSHAP' algorithm introduced by Lundberg et al., (2020) <doi:10.1038/s42256-019-0138-9>. 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 versionunknown
- LicenseGPL-3
- Needs compilation?Yes
- Last release01/22/2024
Team
Mateusz Krzyzinski
Przemyslaw Biecek
Show author detailsRolesAuthor, Copyright holderLorenz A. Kapsner
Szymon Maksymiuk
Show author detailsRolesAuthorKonrad Komisarczyk
Show author detailsRolesAuthorPawel Kozminski
Show author detailsRolesAuthorMikolaj Spytek
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