Optimizing Sporting Actions Effectiveness: A Machine Learning Approach to Uncover Key Variables in the Men’s Professional Doubles Tennis Serve

This study used a novel machine learning approach to uncover key serve variables that maximize effectiveness in men’s professional doubles tennis. A large dataset of 14,146 serves from 97 Davis Cup doubles matches played between 2010 and 2019 was analyzed using explainable AI techniques. The angle a...

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Bibliographic Details
Main Authors: Fernando Vives, Javier Lázaro, José Francisco Guzmán, Rafael Martínez-Gallego, Miguel Crespo
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/24/13213