Better Short than Greedy: Interpretable Models through Optimal Rule Boosting

Mario Boley, Simon Teshuva, Pierre Le Bodic +1

Rule ensembles are designed to provide a useful trade-off between predictive accuracy and model interpretability. However, the myopic and random search components of current rule e…