Research on Sports Training Prediction Model Based on Selective Ensemble Learning

In view of the current intelligent development of military sports training, on the basis of studying the existing military sports training system, combined with the general steps of feature selection ensemble learning model, the military sports training performance analysis model based on feature selection ensemble learning was established. The model is prepared according to the data of military sports training results, the feature subset and basic learner are established according to the physical fitness, and the integrated learning model is constructed according to the dynamic weight. Through the pilot application, it is found that the ensemble learning model has higher prediction efficiency and better interpretability in historical training data.