Table 2.

Sleep posture recognition accuracy of different baseline models with SE feature set.

Validation Scheme	tenfold		LOOCV
Posture	Supine	Lateral	Supine	Lateral
SVM	0.968	0.968	0.939	0.933
Naive Bayes	0.971	0.969	0.917	0.907
kNN(k = 12)	0.964	0.960	0.942	0.924
Decision Tree	0.970	0.964	0.943	0.939
SPR-DE	0.996	0.998	0.996	0.991

Significants values are in bold.