Table 2.

Health Belief Model classification models’ performance statistics.

Health Belief Model construct	Training accuracy, mean (SD)	Training loss, mean (SD)	Validation accuracy, mean (SD)	Validation loss, mean (SD)
Perceived susceptibility	0.93 (0.04)	0.17 (0.09)	0.92 (0.03)	0.23 (0.15)
Perceived severity	0.95 (0.02)	0.14 (0.07)	0.95 (0.02)	0.11 (0.03)
Perceived benefit	0.91 (0.03)	0.20 (0.07)	0.91 (0.01)	0.22 (0.01)
Perceived barrier	0.94 (0.01)	0.15 (0.04)	0.94 (0.00)	0.15 (0.01)