kernelshap0.7.0 package

Kernel SHAP

additive_shap

Additive SHAP

is.kernelshap

Check for kernelshap

kernelshap

Kernel SHAP

permshap

Permutation SHAP

print.kernelshap

Prints "kernelshap" Object

summary.kernelshap

Summarizes "kernelshap" Object

Download source packageRead PDF manual

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'.

  • Maintainer: Michael Mayer
  • License: GPL (>= 2)
  • Last published: 2024-08-17

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