An Application of Classifier Combination Methods in Hand Gesture Recognition

Table 2

The bias-variance decompositions for each classification method on the considered data set.

Statistic	SingleTree	Bagging	RandForest	RandSubspace	AdaBoost	DECORATE	RotForest
Mean error	45.85	32.09	32.80	32.31	29.21	40.39	27.55
Bias	26.01	22.17	21.38	22.47	18.05	22.94	19.23
Var	19.84	9.93	11.41	9.84	11.15	17.45	8.32