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Optimization of the UEFA Champions League qualification prediction model: Utilizing machine learning and SHAP method

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Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, Ahead of Print.
The purpose of this study is to develop an optimized prediction model for Champions League qualification using machine learning and SHAP methods. The research data comprises 14 match statistics from 300 teams over 15 seasons, from the 2009–2010 season to ...