MurTree: Optimal Classification Trees via Dynamic Programming and Search

24 Jul 2020Emir DemirovićAnna LukinaEmmanuel HebrardJeffrey ChanJames BaileyChristopher LeckieKotagiri RamamohanaraoPeter J. Stuckey

Decision tree learning is a widely used approach in machine learning, favoured in applications that require concise and interpretable models. Heuristic methods are traditionally used to quickly produce models with reasonably high accuracy... (read more)

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