Table 3.

Performance of proposed models of obsessive–compulsive disorder (OCD) [41], separation anxiety disorder (SAD), and attention deficit hyperactivity disorder (ADHD) detection

Diseases	Models	Accuracy	Precision	Specificity	Sensitivity	F1 Score	AUC
OCD	RF	0.92	0.57	0.97	0.36	0.44	0.7437
	DT	0.92	0.54	0.97	0.32	0.40	0.7037
	GaussianNB	0.91	0.76	0.96	0.50	0.60	0.7465
SAD	RF	0.83	0.73	0.95	0.42	0.53	0.7316
	DT	0.81	0.76	0.97	0.33	0.46	0.7010
	GaussianNB	0.79	0.62	0.91	0.46	0.53	0.7001
ADHD	RF	0.91	0.94	0.99	0.62	0.75	0.8256
	DT	0.87	0.76	0.96	0.50	0.60	0.7695
	GaussianNB	0.86	0.76	0.96	0.50	0.60	0.7695