Correlation and Unintended Biases on Univariate and Multivariate Decision Trees

Mattia Setzu, Salvatore Ruggieri. Correlation and Unintended Biases on Univariate and Multivariate Decision Trees. In Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal 0001, editors, IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023. pages 5382-5391, IEEE, 2023. [doi]

Abstract

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