System Evaluation and Management of College Students’ Physical Exercise Behavior Stages Integrating Bayesian Association Rules Data Mining Algorithm

Table 1

Regression analysis of physical exercise behavior evaluation management and school adaptability.

	Model 1 (improved Apriori algorithm)	Model 2 (naive Bayes algorithm)	Model 3 (Apriori algorithm)
Gender (male = 1, female = 0)	2.67	0.99	0.87
Student leaders (yes = 1, no = 0)	5.81	4.12	4.01
F-value	38.13	72.47	71.34
R^2	0.05	0.15	0.17
After R^2 adjustment	0.04	0.14	0.16
R^2 change	0.01	0.03	0.05