Analysis of technical-tactical performance in table tennis based on machine learning and evaluation theory
Published online on May 10, 2025
Abstract
Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, Ahead of Print.
Using machine learning, the technical effectiveness of table tennis players and their winning probability were modeled. This study adopted a novel algorithm, SHapley Additive exPlanation (SHAP), to analyze the important features based on the gradient ...
Using machine learning, the technical effectiveness of table tennis players and their winning probability were modeled. This study adopted a novel algorithm, SHapley Additive exPlanation (SHAP), to analyze the important features based on the gradient ...