Table 5.

Sleep posture recognition precision of different ensemble classifiers with SE feature set.

Validation Scheme	tenfold		LOOCV
Posture	Supine	Lateral	Supine	Lateral
RandomForest	0.960	0.961	0.906	0.915
Bagging	0.973	0.979	0.851	0.857
GDBT	0.974	0.977	0.849	0.851
XGBoost	0.974	0.977	0.835	0.840
SPR-DE	0.996	0.998	0.996	0.991

Significants values are in bold.