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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.

Functions (7)

autoplot.explain

Plotting Shapley values

bin

Bin a numeric vector

explain

Fast approximate Shapley values

fastshap-package

fastshap: Fast Approximate Shapley Values

forceplot

Additive force plots

gen_friedman

Friedman benchmark data

grid.arrange

Arrange multiple grobs on a page

fastshap

Fast Approximate Shapley Values

v0.0.5
GPL (>= 2)
Authors
Brandon Greenwell [aut, cre] (<https://orcid.org/0000-0002-8120-0084>)
Initial release

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