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

Table 2

Regression analysis of self-management and interpersonal relationship adjustment.

	Model 1 (improved Apriori algorithm)	Model 2 (naive Bayes algorithm)	Model 3 (Apriori algorithm)
Gender (male = 1, female = 0)	0.87	0.58	0.56
Student leaders (yes = 1, no = 0)	0.21	0.05	0.04
F-value	15.1	22.4	21.1
R^2	0.01	0.04	0.03
After R^2 adjustment	0.02	0.05	0.04
R^2 change	0.03	0.04	0.06