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fastshap: Fast Approximate Shapley Values
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.
Getting started
Browse package contents
Package details |
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| Author | Brandon Greenwell [aut, cre] (<https://orcid.org/0000-0002-8120-0084>) |
| Maintainer | Brandon Greenwell <greenwell.brandon@gmail.com> |
| License | GPL (>= 2) |
| Version | 0.1.1 |
| URL | https://github.com/bgreenwell/fastshap https://bgreenwell.github.io/fastshap/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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