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

被引：0

作者：

Wang, Qinglong ^{[1
]}

Sui, Yong ^{[1
]}

机构：

[1] Hebei Univ Water Resources & Elect Engn, Cangzhou 061001, Peoples R China

来源：

APPLIED MATHEMATICS AND NONLINEAR SCIENCES | 2023年 / 8卷 / 01期

关键词：

Martial arts; Sports injuries; ROC curve; Firefly algorithm; Data analysis;

D O I：

10.2478/amns.2023.1.00015

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

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.

引用

页码：3009 / 3018

页数：10

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