Research Article
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 |
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