TABLE 1.

Demographics, diagnosis and fraction of time spent in the four stages of patients contributing to the training, validation, and test set: total number of patients (N), number of males/females, mean age and standard deviation, number of patients with a suspected diagnosis of sleep apnea, idiopathic hypersomnia, non-organic hypersomnia, narcolepsy, insomnia, EDS with unclear cause, excessive tiredness, and others, and the fraction of time spent in wake, MSEs, MSEc, and ED.

	Training	Validation	Testing
N	53	12	11
Male/Female	35/18	6/6	9/2
Age (mean ± SD years)	45.99 ± 18.17	44.64 ± 20.56	44.92 ± 14.48
Sleep apnea	20	0	3
Idiopathic hypersomnia	2	1	1
Non-organic hypersomnia	1	0	0
Narcolepsy	4	1	1
Insomnia	1	0	0
EDS with unclear cause	18	4	4
Excessive tiredness	2	3	2
Others	5	3	0
Fraction of time in
Wake	0.89	0.85	0.91
MSEs	0.08	0.09	0.05
MSEc	0.01	0.01	0.01
ED	0.02	0.05	0.03