Research on Prediction Model of Endurance Running Ability of College Students Based on BP Neural Network

With the continuous development ofhigher education, the prediction of students' endurance ability has become the focus of sports development in universities. Therefore, the prediction model of endurance running ability of college students based on BP neural network was put forward in this paper. By studying the related algorithms of BP neural network, the predictive value of running resistance was built on the basis of the algorithm, and the efficiency of the algorithm was further optimized. In order to test the feasibility of the prediction model, the efficiency and time of the algorithm prediction were tested, and the accuracy of the algorithm was verified. The test results showed that the prediction model of endurance running ability of college students was feasible.