[aut, cre]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
[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 |
| 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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