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Updated: Jul 25, 2026

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基于梯度回归模型的运动员表现预测

Xiaolei Wei1, Shuang Liang2, Wei Diao1

  • 1Physical Education Teaching and Research Department, Changchun University of Technology, Changchun, Jilin, 130012, China.

Scientific reports
|February 18, 2026
PubMed
概括

与传统方法相比,一种新的梯度回归模型显著提高了运动员表现预测的准确性 (R2=0.923). 这种数据驱动的方法增强了体育科学对培训和人才管理的洞察力.

关键词:
运动员表现预测的预测.梯度回归是一种梯度回归.机器学习 机器学习模型的解释性 模型的解释性运动分析 运动分析运动科学 运动科学

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