Research Article
Wrist EMG Monitoring Using Neural Networks Techniques
Table 4
Error-values and percentage of correct classification for WL parameter.
| Performance | Extension | Flexion | Pronation | Supination | Total |
| MSE | 0.08 | 0.02 | 0.18 | 0.09 | 0.09 | NMSE | 0.06 | 0.03 | 0.12 | 0.11 | 0.08 | MAE | 0.09 | 0.08 | 0.26 | 0.12 | 0.14 | Min abs error | 0.07 | 0.06 | 0.20 | 0.16 | 0.12 | Max abs error | 0.13 | 0.09 | 0.96 | 0.80 | 0.49 | R | 0.92 | 0.95 | 0.91 | 0.91 | 0.92 | Percent correct (%) | 87.56 | 89.03 | 81.72 | 84.67 | 85.74 |
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