Quantifying momentum and influencing factors of tennis players using the XGBoost model

Abstract Momentum can directly or indirectly affect a tennis player’s mentality and the trajectory of the game, thereby changing the outcome of the match. The article provides a clear quantitative description of the concept of momentum in tennis, analyzing the impact of momentum fluctuations on the...

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Bibliographic Details
Main Authors: Donghong Wang, Xu Zhang, Yuneng Xie, Qinyan Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-02465-2
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