Table 7 Classification accuracies (%) for the optimized dual-signal method of oS-III
From: A motion-classification strategy based on sEMG-EEG signal combination for upper-limb amputees
|  | Hand Motions | Wrist Motions | NM | Average ± Std. | ||
|---|---|---|---|---|---|---|
HC | HO | WP | WS | |||
TH 1 | 86.5 | 79.1 | 91.1 | 81.2 | 80.4 | 83.7 ± 5.0 |
TH 2 | 89.8 | 81.6 | 86.1 | 84.0 | 98.0 | 87.9 ± 6.4 |
TH 3 | 79.4 | 76.3 | 86.6 | 85.9 | 95.3 | 84.7 ± 7.3 |
TH 4 | 74.7 | 77.4 | 75.1 | 80.5 | 95.7 | 80.7 ± 8.7 |
Mean ± Std. | 82.6 ± 6.8 | 78.6 ± 2.3 | 84.7 ± 6.8 | 82.9 ± 2.5 | 92.4 ± 8.1 | 84.2 ± 3.0 |