Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance

Jacobus G. M. van der Linden, Daniël Vos, Mathijs M. de Weerdt +2

Recently there has been a surge of interest in optimal decision tree (ODT) methods that globally optimize accuracy directly, in contrast to traditional approaches that locally opti…