HIGHLIGHTS
- What: This study provides data support and theoretical basis for optimizing the online training of physical education teachers and can provide reference for educational managers to formulate personalized training programs. This research provides strong support for this paper, especially in predicting the effect of teacher training by using machine_learning. By analyzing these factors, the study aims to understand and improve new PE teachers` adaptability to various training methods, offering guidance for future educational training strategies. This study explores whether professional experience can help teachers better adapt to different training methods by recording the teaching years and practical . . .

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