Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets

John Loughrey, Padraig Cunningham. Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets. In Max Bramer, Frans Coenen, Tony Allen, editors, Research and Development in Intelligent Systems XXI, Proceedings of AI-2004, the Twenty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Queens College, Cambridge, UK, 13-15 December 2004. pages 33-43, Springer, 2004. [doi]

Abstract

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