Bed Position Classification by a Neural Network and Bayesian Network Using Noninvasive Sensors for Fall Prevention

Table 4

Large unclean dataset.

Position	Unclean dataset
	From one subject
	Training set		Test set
	# of samples	# of time intervals	# of samples	# of time intervals
Off-bed	30,650	42	13,522	42
Sitting	22,408	160	9,604	160
Lying center	64,340	111	26,146	111
Lying left	3,674	26	1,146	26
Lying right	15,5850	173	66,793	173
Total	276922	512	117211	512