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conference paper · Lecture notes on data engineering and communications technologies · 2023

The Application of Improved ID3 Algorithm in College PE Teaching

Jing Yang, Yunjian Xia

Cited by 2Open access

Abstract

With the advent of the information age, massive data provides opportunities for the development of various fields. Data mining is widely used in various fields, especially in classification, prediction and decision-making. This paper gives play to the important value of ID3 algorithm. ID3 algorithm can help teachers analyze students’ learning situation and find the best teaching decision, so it has high application value. However, the classical ID3 algorithm has some defects and the results may not be accurate enough. Therefore, this paper will improve the classical ID3 algorithm and put forward college physical education teaching strategies based on the improved algorithm. The research shows that the improved ID3 algorithm is more effective than the classical algorithm, and the result is more accurate, so it can play a better effect in college physical education teaching.

Cite this paper

APA 7

Yang, J., & Xia, Y. (2023). The Application of Improved ID3 Algorithm in College PE Teaching. Lecture notes on data engineering and communications technologies, 469–477. https://doi.org/10.1007/978-3-031-31775-0_48

MLA 9

Yang, Jing, and Yunjian Xia. “The Application of Improved ID3 Algorithm in College PE Teaching.” Lecture notes on data engineering and communications technologies, 2023, pp. 469–77, https://doi.org/10.1007/978-3-031-31775-0_48.

Chicago

Yang, Jing, and Yunjian Xia. 2023. “The Application of Improved ID3 Algorithm in College PE Teaching.” Lecture notes on data engineering and communications technologies: 469–77. https://doi.org/10.1007/978-3-031-31775-0_48.

Harvard

Yang, J. and Xia, Y. (2023) ‘The Application of Improved ID3 Algorithm in College PE Teaching’, Lecture notes on data engineering and communications technologies, pp. 469–477. Available at: https://doi.org/10.1007/978-3-031-31775-0_48.

BibTeX
@article{yang2023application,
  title = {{The Application of Improved ID3 Algorithm in College PE Teaching}},
  author = {Yang, Jing and Xia, Yunjian},
  journal = {Lecture notes on data engineering and communications technologies},
  pages = {469--477},
  year = {2023},
  doi = {10.1007/978-3-031-31775-0_48}
}

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