<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Martial arts is a comprehensive sport. It requires the athlete to have speed, explosiveness, and coordination. Injuries are common among athletes in martial arts training. In this paper, the mathematical statistics method of the ROC curve is used to predict athletes’ sports injuries. At the same time, the author uses the firefly algorithm to establish the relevant factors for evaluating the degree of foot and ankle injury of martial arts athletes. In this way, the fitness function of the damage degree evaluation index is obtained. Finally, this paper verifies the effectiveness of the method by computer simulation. The mathematical statistics method of the ROC curve and the firefly algorithm-based injury evaluation method for martial arts players have particular guiding significance for improving the technical ability of Chinese martial arts players.</p>
</abstract>

Martial arts is a comprehensive sport. It requires the athlete to have speed, explosiveness, and coordination. Injuries are common among athletes in martial arts training. In this paper, the mathematical statistics method of the ROC curve is used to predict athletes’ sports injuries. At the same time, the author uses the firefly algorithm to establish the relevant factors for evaluating the degree of foot and ankle injury of martial arts athletes. In this way, the fitness function of the damage degree evaluation index is obtained. Finally, this paper verifies the effectiveness of the method by computer simulation. The mathematical statistics method of the ROC curve and the firefly algorithm-based injury evaluation method for martial arts players have particular guiding significance for improving the technical ability of Chinese martial arts players.

The Calculation of Sports Injury Sensitivity of Martial Arts Athletes Based on ROC Curve

Hebei University of Water Resources and Electric Engineerig

Applied Mathematics and Nonlinear Sciences

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

Martial arts is a comprehensive sport. It requires the athlete to have speed, explosiveness, and coordination. Injuries are common among athletes in martial...

The Calculation of Sports Injury Sensitivity of Martial Arts Athletes Based on ROC Curve

Pubblicato online: 28 apr 2023

Pagine: 3009 - 3018

Ricevuto: 07 feb 2022

Accettato: 04 lug 2022

DOI: https://doi.org/10.2478/amns.2023.1.00015

Parole chiave
Martial arts, Sports injuries, ROC curve, Firefly algorithm, Data analysis

© 2023 Qinglong Wang et al., published by Sciendo

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

The Calculation of Sports Injury Sensitivity of Martial Arts Athletes Based on ROC Curve

Pubblicato online: 28 apr 2023

Pagine: 3009 - 3018

Ricevuto: 07 feb 2022

Accettato: 04 lug 2022

DOI: https://doi.org/10.2478/amns.2023.1.00015

Parole chiaveMartial arts, Sports injuries, ROC curve, Firefly algorithm, Data analysis

© 2023 Qinglong Wang et al., published by Sciendo

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

Parole chiave
Martial arts, Sports injuries, ROC curve, Firefly algorithm, Data analysis