The voice of optimization

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 strategy behind the op...

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Veröffentlicht in:	Machine learning 2021-02, Vol.110 (2), p.249-277
Hauptverfasser:	Bertsimas, Dimitris, Stellato, Bartolomeo
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Artificial neural networks Business competition Classification Computational geometry Computer Science Control Convexity Hyperplanes Machine Learning Mechatronics Mixed integer Natural Language Processing (NLP) Neural networks Optimization Robotics Simulation and Modeling
Online-Zugang:	Volltext
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