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) for details.


Reference manual

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0.0.5 by Brandon Greenwell, 2 years ago

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Authors: Brandon Greenwell [aut, cre]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports abind, ggplot2, gridExtra, matrixStats, plyr, Rcpp, tibble

Suggests AmesHousing, covr, earth, htmltools, knitr, ranger, reticulate, rmarkdown, rstudioapi, tinytest, titanic, xgboost

Linking to Rcpp, RcppArmadillo

Suggested by ENMTools, vip.

See at CRAN