MurTree: Optimal Classification Trees via Dynamic Programming and Search

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Mathematical optimization in classification and regression trees (2021, methodology): “See, e.g., Demirović and Stuckey (2020) for the optimization of other criteria to measure the quality of prediction.”
Recent advances in decision trees: an updated survey (2022, methodology): “More sophisticated approaches include efficiently considering every possible threshold via specialized approaches (Lin et al. 2020), using supervised discretization algorithms (Demirović et al. 2021), or decile binning (Günlük et al. 2021).”