Research Article
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 |
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