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<p>In this paper, a Logistic regression model is established for the integration of dance and mental health in colleges and universities, and a decision tree is selected as the analysis algorithm. To further improve the model effect of the Logistic regression model, Logistic regression is combined with Noisy-or model to establish a fusion model based on LRANO model, which realizes the improvement of the model accuracy and the adaptation to the changing data. Finally, we set up a comparison experiment with or without college dance course study to explore the integration of college dance courses and college students’ mental health education with the help of the fusion model. After 12 weeks of dance course study, the six body shape indicators such as weight, thigh circumference, and body fat percentage of the subject college students changed with significant differences (P&lt;0.05). Improvement was seen in all physical fitness indicators, including sit-ups with a 58.6% increase. Among the 15 positive psychological quality factors of the subject college students, there was a significant increase in the cooperativeness, faith, and hope factors from 3.26 and 3.5 to 4.02 and 3.95.</p>
</abstract>

In this paper, a Logistic regression model is established for the integration of dance and mental health in colleges and universities, and a decision tree is selected as the analysis algorithm. To further improve the model effect of the Logistic regression model, Logistic regression is combined with Noisy-or model to establish a fusion model based on LRANO model, which realizes the improvement of the model accuracy and the adaptation to the changing data. Finally, we set up a comparison experiment with or without college dance course study to explore the integration of college dance courses and college students’ mental health education with the help of the fusion model. After 12 weeks of dance course study, the six body shape indicators such as weight, thigh circumference, and body fat percentage of the subject college students changed with significant differences (P<0.05). Improvement was seen in all physical fitness indicators, including sit-ups with a 58.6% increase. Among the 15 positive psychological quality factors of the subject college students, there was a significant increase in the cooperativeness, faith, and hope factors from 3.26 and 3.5 to 4.02 and 3.95.

Research on the Integration of College Dance Curriculum and College Students’ Mental Health Education in the Perspective of New Media

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

In this paper, a Logistic regression model is established for the integration of dance and mental health in colleges and universities, and a decision tree is...

Research on the Integration of College Dance Curriculum and College Students’ Mental Health Education in the Perspective of New Media

Published Online: Jan 31, 2024

Page range: -

Received: Dec 22, 2023

Accepted: Dec 28, 2023

DOI: https://doi.org/10.2478/amns-2024-0268

Keywords
Logistic regression model, Noisy-or model, LRANO model, Decision tree dance program

© 2024 Lina Wang, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Research on the Integration of College Dance Curriculum and College Students’ Mental Health Education in the Perspective of New Media

Published Online: Jan 31, 2024

Page range: -

Received: Dec 22, 2023

Accepted: Dec 28, 2023

DOI: https://doi.org/10.2478/amns-2024-0268

KeywordsLogistic regression model, Noisy-or model, LRANO model, Decision tree dance program

© 2024 Lina Wang, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Logistic regression model, Noisy-or model, LRANO model, Decision tree dance program