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)

PDF Abstract

Code


No code implementations yet. Submit your code now

Tasks


Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper