Package: fastshap 0.1.1

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.

Authors:Brandon Greenwell [aut, cre]

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Bug tracker:https://github.com/bgreenwell/fastshap/issues

On CRAN:

explainable-aiexplainable-mlinterpretable-machine-learningshapleyshapley-valuesvariable-importancexai

2 exports 112 stars 4.46 score 5 dependencies 2 dependents 149 scripts 1.6k downloads

Last updated 7 months agofrom:c2fcaf794c. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:explaingen_friedman

Dependencies:codetoolsforeachiteratorsRcppRcppArmadillo