Random forest-based identification and ranking of predictive factors for physical activity in Chinese college students

Exercise adherence, sex, mastery of sports skills, and alcohol consumption level are significant factors predicting PA levels among Chinese university students. Recommendations for promoting PA include enhancing the "emotional value" and social attributes of exercise, addressing female students' willingness to participate, and improving physical capabilities through skills training to effectively elevate activity levels.