Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data

Axel Karlsson, TianZe Wang, Slawomir Nowaczyk, Sepideh Pashami, Sahar Asadi. Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data. In Ioanna Miliou, Nico Piatkowski, Panagiotis Papapetrou, editors, Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I. Volume 14641 of Lecture Notes in Computer Science, pages 65-76, Springer, 2024. [doi]

Abstract

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