Table 3.

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

level	classification accuracy (%)		ANN complexity
	training	test
1	98.4	84.8	8:10:8
2	100	89.4	12:10:8
3	100	93.2	16:10:8
4	100	89.4	20:10:8
5	100	95.1	24:10:8
6	100	95.1	28:10:8
7	100	82.4	32:10:8
8	100	91.2	36:10:8