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Computes fast (relative to other implementations) approximate Shapley values for any supervised learning model. Shapley values help to explain the predictions from any black box model using ideas from game theory; see Strumbel and Kononenko (2014) <doi:10.1007/s10115-013-0679-x> for details.

copied from cf-staging / r-fastshap

Installers

  • linux-64 v0.1.1
  • osx-64 v0.1.1
  • win-64 v0.1.1

conda install

To install this package run one of the following:
conda install conda-forge::r-fastshap

Description


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