Wrist EMG Monitoring Using Neural Networks Techniques

Table 3

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

Performance	Extension	Flexion	Pronation	Supination	Total
MSE	0.02	0.00	0.03	0.05	0.03
NMSE	0.01	0.00	0.07	0.07	0.04
MAE	0.03	0.00	0.09	0.03	0.04
Min abs error	0.02	0.00	0.05	0.08	0.03
Max abs error	0.08	0.04	0.41	0.18	0.17
R	0.97	0.99	0.96	0.96	0.97
Percent correct (%)	96.19	98.04	93.62	94.91	95.69