Optimal Sparse Decision Trees
Xiyang Hu1 , Cynthia Rudin2 , Margo Seltzer3
1
Carnegie Mellon University, xiyanghu@cmu.edu
2
Duke University, cynthia@cs.duke.edu
3
The University of British Columbia, mseltzer@cs.ubc.ca
Abstract
Decision tree algorithms have been among the most popular algorithms for inter-
pretable (transparent) machine learning s ...


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