Description
Provides SHAP explanations of machine learning models. In applied machine learning, there is a strong belief that we need to strike a balance between interpretability and accuracy. However, in field of the Interpretable Machine Learning, there are more and more new ideas for explaining black-box models. One of the best known method for local explanations is SHapley Additive exPlanations (SHAP) introduced by Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used to calculate influences of variables on the particular observation. This method is based on Shapley values, a technique used in game theory. The R package 'shapper' is a port of the Python library 'shap'.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
WARNING 11 OK · 1 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Szymon Maksymiuk <sz.maksymiuk@gmail.com>’ The Description field contains Lundberg, S., et al., (2016) <arXiv:1705.07874> The SHAP method is used Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
LazyData
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LazyData
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LazyData
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