Table 4.

Result of K-Fold cross validation of obsessive–compulsive disorder (OCD) [43], separation anxiety disorder (SAD), and attention deficit hyperactivity disorder (ADHD) detection

Diseases	Models	Threefold	Fivefold	Tenfold
OCD	RF	0.9335	0.9330	0.9352
	DT	0.9317	0.9267	0.9146
	GaussianNB	0.8262	0.8315	0.8244
SAD	RF	0.7593	0.7489	0.7847
	DT	0.7467	0.7478	0.7009
	GaussianNB	0.7676	0.7627	0.7579
ADHD	RF	0.8803	0.8860	0.8868
	DT	0.8209	0.8262	0.8262
	GaussianNB	0.8262	0.8315	0.8244