Interpretable Quantile Regression by Optimal Decision Trees

Valentin Lemaire, Gaël Aglin, Siegfried Nijssen

The field of machine learning is subject to an increasing interest in models that are not only accurate but also interpretable and robust, thus allowing their end users to understa…