Table 4.

Selected features for classifying patients with facioscapulohumeral dystrophy and controls without facioscapulohumeral dystrophy based on the complete 6-week composite data set. Unstandardized estimated coefficients indicate the direction of the association between the feature and the classification label.

Feature category and feature			Unstandardized estimated coefficient
Activity
	Moderate activity duration	−0.04
App
	Time spent on recreational apps	−0.53
Body
	Weight (kg)	−0.45
Location
	Distance from home: 95%	0.85
Time spent at location
	Travel location	1.00
	Home location	0.67
	Unknown location	0.53
	Health location	0.29
	Public location	−0.12
	Social location	−0.14
	Commercial location	−0.94
Sleep
	Average total sleep duration	0.65
	Light sleep duration	−0.35
	Number of awake periods during a sleep session	−0.61
	Maximum total sleep duration	−0.69