Table 1.

Demographics of the participants (and for each set).

	All participants	Training set	Validation set	Test set
Participants (#) (male)	502 (316)	175 (107)	75 (48)	252 (161)
Age (years)	48±16 [18–82]	49±16 [18–78]	48±15 [18–79]	48±16 [18–82]
BMI (kg/m2)	27±5 [15–49]	28±5 [15–42]	27±4 [17–40]	27±5 [15–49]
Total sleep time (min)	411±68 [102–580]	414±63 [199–580]	416±57 [243–561]	406±75 [102–540]
REM (% of sleep)	17±6 [0–35]	17±6 [0–32]	17±6 [5–31]	16±6 [0—35]
N1 (% of sleep)	14±7 [1–56]	13±7 [2–34]	13±7 [1–39]	15±8 [2–56]
N2 (% of sleep)	52±8 [30–93]	52±9 [32–93]	53±8 [33–73]	51±8 [30–78]
N3 (% of sleep)	17±9 [0–49]	17±9 [0–49]	16±8 [1–36]	17±9 [0–40]
Sleep efficiency (%)	82±13 [19–99]	83±11 [37–98]	83±9 [57–98]	81±14 [19–99]
AHI (events/h)	14±16 [0–91]	12±13 [0–70]	16±18 [0–71]	16±17 [0–91]
AI (events/h)	1±3 [0–31]	1±3 [0–24]	1±3 [0–20]	1±3 [0–31]
HI (events/h)	12±12 [0–86]	10±9 [0–47]	13±14 [0–64]	13±13 [0–86]
None/mild/moderate/severe OSA cases (#)	183/150/100/69	77/45/38/15	27/20/13/15	79/85/49/39
Participants with > 1 central apnea per hour (#)	68	24	16	28
Participants with > 1 mixed apnea per hour (#)	38	9	6	23
PLMI (events/h)	3±2 [0–19]	3±2 [0–9]	3±2 [0–9]	3±2 [0–19]
Disordered breathing/insomnia/movement disorder/parasomnia/no disorder cases (#)	241/121/57/35/70	93/45/17/13/20	44/13/8/4/6	104/63/27/18/44

Data area shown as mean ± standard deviation [range]. The OSA severity classes are none with AHI < 5, mild with 5 $\le$ AHI < 15, moderate with 15 $\le$ AHI < 30, and severe with AHI $\ge$ 30. Sleep efficiency is ratio of total sleep time to time in bed. AI and HI are respectively the number of obstructive apneas and hypopneas per hour of sleep. PLMI is periodic leg movement index calculated as number of periodic leg movements events per hour of sleep. The last row reports the five most common sleep disorder categories in the datasets (according to the primary diagnosis).