fastshap: Fast Approximate Shapley Values

Computes fast approximate Shapley values for any supervised learning model. Shapely 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.

Version: 0.0.2
Imports: ggplot2, gridExtra, plyr, Rcpp (≥ 1.0.1), tibble
LinkingTo: Rcpp, RcppArmadillo
Suggests: earth, mlbench, tinytest, covr, knitr, rmarkdown
Published: 2019-11-22
Author: Brandon Greenwell ORCID iD [aut, cre]
Maintainer: Brandon Greenwell <greenwell.brandon at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Materials: NEWS
CRAN checks: fastshap results


Reference manual: fastshap.pdf
Package source: fastshap_0.0.2.tar.gz
Windows binaries: r-devel: not available, r-devel-gcc8: not available, r-release: not available, r-oldrel: not available
OS X binaries: r-release: fastshap_0.0.2.tgz, r-oldrel: fastshap_0.0.2.tgz


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