fastshap: Fast Approximate Shapley Values

Computes fast 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.

Package details

AuthorBrandon Greenwell [aut, cre] (<https://orcid.org/0000-0002-8120-0084>)
MaintainerBrandon Greenwell <[email protected]>
LicenseGPL (>= 2)
Version0.0.3
URL https://github.com/bgreenwell/fastshap
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fastshap")

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fastshap documentation built on Dec. 4, 2019, 1:09 a.m.