Research Article
Wrist EMG Monitoring Using Neural Networks Techniques
Table 5
Error-values and percentage of correct classification for VAR parameter.
| Performance | Extension | Flexion | Pronation | Supination | Total |
| MSE | 0.10 | 0.02 | 0.27 | 0.20 | 0.15 | NMSE | 0.19 | 0.08 | 0.31 | 0.26 | 0.21 | MAE | 0.26 | 0.11 | 0.42 | 0.37 | 0.29 | Min abs error | 0.34 | 0.09 | 0.52 | 0.41 | 0.34 | Max abs error | 0.53 | 0.31 | 1.65 | 0.92 | 0.41 | R | 0.91 | 0.92 | 0.87 | 0.89 | 0.90 | Percent correct (%) | 71.99 | 75.87 | 60.61 | 68.21 | 69.17 |
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