Wrist EMG Monitoring Using Neural Networks Techniques

Table 2

Error-values and percentage of correct classification for MAV parameter.

Performance	Extension	Flexion	Pronation	Supination	Total
MSE × 10^−2	2.42	0.57	7.10	6.83	4.23
NMSE × 10^−2	1.32	0.91	8.38	8.04	4.66
MAE × 10^−2	4.14	1.75	9.45	3.96	4.83
Min abs error × 10^−2	3.06	0.80	9.17	8.37	5.35
Max abs error × 10^−1	0.90	0.42	5.29	2.57	2.29
R × 10^−1	9.69	9.78	9.58	9.68	9.68
Percent correct (%)	93.56	94.14	88.45	90.08	91.55