The data analysis of sports training by ID3 decision tree algorithm and deep learning

The data analysis of sports training by ID3 decision tree algorithm and deep learning

Abstract In order to improve the accuracy and efficiency of sports training data analysis, this paper proposes an optimized analysis model by combining Iterative Dichotomiser 3 (ID3) decision tree algorithm and deep learning model. As an important scientific tool, sports training data analysis aims...

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Bibliographic Details
Main Authors: Kaigong Wang, Lei Wang, Jiduo Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Sports training data analysis
Information gain
Decision tree algorithm
Deep learning technology
Online Access:https://doi.org/10.1038/s41598-025-99996-5
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