The voice of optimization

Abstract We introduce the idea that using optimal classification trees (OCTs) and optimal classification trees with-hyperplanes (OCT-Hs), interpretable machine learning algorithms developed by Bertsimas and Dunn (Mach Learn 106(7):1039–1082, 2017), we are able to obtain insight on the...

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Bibliographic Details
Main Authors: Bertsimas, Dimitris, Stellato, Bartolomeo
Other Authors: Massachusetts Institute of Technology. Operations Research Center
Format: Article
Language:English
Published: Springer US 2021
Online Access:https://hdl.handle.net/1721.1/132024