Better Trees: An empirical study on hyperparameter tuning of classification decision tree induction algorithms

Rafael Gomes Mantovani, Tomáš Horváth, André L. D. Rossi +4

Machine learning algorithms often contain many hyperparameters (HPs) whose values affect the predictive performance of the induced models in intricate ways. Due to the high number…