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.

Version: 0.0.3
Imports: ggplot2, gridExtra, plyr, Rcpp (≥ 1.0.1), tibble
LinkingTo: Rcpp, RcppArmadillo
Suggests: earth, mlbench, tinytest, covr, knitr, rmarkdown
Published: 2019-12-03
Author: Brandon Greenwell ORCID iD [aut, cre]
Maintainer: Brandon Greenwell <greenwell.brandon at gmail.com>
BugReports: https://github.com/bgreenwell/fastshap/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/bgreenwell/fastshap
NeedsCompilation: yes
Materials: NEWS
CRAN checks: fastshap results

Downloads:

Reference manual: fastshap.pdf
Package source: fastshap_0.0.3.tar.gz
Windows binaries: r-devel: fastshap_0.0.3.zip, r-devel-gcc8: fastshap_0.0.3.zip, r-release: fastshap_0.0.3.zip, r-oldrel: fastshap_0.0.3.zip
OS X binaries: r-release: fastshap_0.0.3.tgz, r-oldrel: fastshap_0.0.3.tgz
Old sources: fastshap archive

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