kernelshap (Q59346)
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Kernel SHAP
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | kernelshap |
Kernel SHAP |
Statements
3 December 2023
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Efficient implementation of Kernel SHAP, see Lundberg and Lee (2017), and Covert and Lee (2021) <http://proceedings.mlr.press/v130/covert21a>. Furthermore, for up to 14 features, exact permutation SHAP values can be calculated. The package plays well together with meta-learning packages like 'tidymodels', 'caret' or 'mlr3'. Visualizations can be done using the R package 'shapviz'.
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expanded from: GPL (≥ 2) (English)
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