Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems

Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol. Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. In Vicenç Torra, Yasuo Narukawa, editors, Modeling Decisions for Artificial Intelligence - 18th International Conference, MDAI 2021, Umeå, Sweden, September 27-30, 2021, Proceedings. Volume 12898 of Lecture Notes in Computer Science, pages 168-180, Springer, 2021. [doi]

Abstract

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