Table 1.

Motion classification accuracy with the training and test data, and ANN complexity when the normalized means and variances of DWT decomposition coefficients are used as features.

level	classification accuracy (%)		ANN complexity
	training	test
1	100	82.4	8:10:8
2	100	83.3	12:8:8
3	100	87.5	16:16:8
4	100	86.3	20:8:8
5	100	74.6	24:8:8
6	100	77.7	28:10:8
7	100	75.8	32:10:8
8	100	73.1	36:10:8