Recurrent Transformation of Prior Knowledge Based Model for Human Motion Recognition

Table 2

Classification accuracy (%).

	On collected data set				On public data set [9]
	SVM	BP	BayesianNet	RT-PKDT	SVM	BP	BayesianNet	RT-PKDT
Standing	97.71			99.39	92.76			97.22
Lying	100			100	99.85			99.63
ElevatorUp			99.58	94.49			97.23	96.21
ClevatorDown			97.33	93.78				94.44
Upstairs				98.82				96.55
Downstairs				95.77				94.66
Walking	95.12			91.87	96.22			93.22
Running				100				99.35
Turning-St-Ly				96.00				90.05
Average accuracy				96.68				95.70