Scalable Bayesian Rule Lists Model

An efficient implementation of Scalable Bayesian Rule Lists Algorithm, a competitor algorithm for decision tree algorithms; see Hongyu Yang, Cynthia Rudin, Margo Seltzer (2017) < https://proceedings.mlr.press/v70/yang17h.html>. It builds from pre-mined association rules and have a logical structure identical to a decision list or one-sided decision tree. Fully optimized over rule lists, this algorithm strikes practical balance between accuracy, interpretability, and computational speed.


Reference manual

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install.packages("sbrl")

1.4 by Hongyu Yang, 2 years ago


Browse source code at https://github.com/cran/sbrl


Authors: Hongyu Yang [aut, cre] , Morris Chen [ctb] , Cynthia Rudin [aut, ctb] , Margo Seltzer [aut, ctb] , The President and Fellows of Harvard College [cph]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, arules, methods

Linking to Rcpp

System requirements: gmp (>= 4.2.0), gsl


Suggested by qCBA.


See at CRAN