Table 2.

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

level	classification accuracy (%)		ANN complexity
	training	test
1	95.3	78.5	4:10:8
2	99.2	91.3	6:8:8
3	100	93.2	8:8:8
4	100	84.5	10:8:8
5	100	95.1	12:8:8
6	100	93.6	14:8:8
7	100	89.8	16:8:8
8	100	84.7	18:8:8