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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 premined association rules and have a logical structure identical to a decision list or onesided decision tree. Fully optimized over rule lists, this algorithm strikes practical balance between accuracy, interpretability, and computational speed.
Package details 


Author  Hongyu Yang [aut, cre], Morris Chen [ctb], Cynthia Rudin [aut, ctb], Margo Seltzer [aut, ctb], The President and Fellows of Harvard College [cph] 
Maintainer  Hongyu Yang <edwardyhy1@gmail.com> 
License  GPL (>= 2) 
Version  1.4 
Package repository  View on CRAN 
Installation 
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