Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms - Gomes Mantovani, Rafael; Horváth, Tomáš; Rossi, André L. D.; Cerri, Ricardo; Barbon Junior, Sylvio; Vanschoren, Joaquin; Carvalho, André C. P. L. F. de (Data mining and knowledge discovery, 2024)
Keywords: Algorithms; Artificial Intelligence; Chemistry and Earth Sciences; Classification; Computer Science; Configurations; Data Mining and Knowledge Discovery; Datasets; Decision trees; Information Storage and Retrieval; Legislation; Machine learning; Optimization techniques; Performance prediction; Physics; Statistics for Engineering; Tuning; Decision tree induction algorithms; Hyperparameter profile; Hyperparameter tuning; J48; CART