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fastshap

swMATH ID: 35202
Software Authors: Brandon Greenwell
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/fastshap/index.html
Source Code: https://github.com/cran/fastshap
Dependencies: R
Related Software: ELI5; forestmodel; EIX; reticulate; H2O; breakDown; shapr; fairml; kknn; ExplainPrediction; deepdep; arenar; triplot; Scikit; lime; PyTorch; randomForestExplainer; InterpretML; corrgrapher; flashlight; mcr
Cited in: 0 Publications