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fastshap (version 0.1.0)

Fast Approximate Shapley Values

Description

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) for details.

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Install

install.packages('fastshap')

Monthly Downloads

2,747

Version

0.1.0

License

GPL (>= 2)

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Maintainer

Brandon Greenwell

Last Published

June 6th, 2023

Functions in fastshap (0.1.0)

gen_friedman

Friedman benchmark data
fastshap-package

fastshap: Fast Approximate Shapley Values
explain

Fast approximate Shapley values
bin

Bin a numeric vector
titanic

Survival of Titanic passengers
titanic_mice

Survival of Titanic passengers