Table 4 Classification accuracies (%) for the dual-signal method of S-II
From: A motion-classification strategy based on sEMG-EEG signal combination for upper-limb amputees
|  | Hand Motions | Wrist Motions | NM | Mean ± Std. | ||
|---|---|---|---|---|---|---|
HC | HO | WP | WS | |||
TH 1 | 87.4 | 88.2 | 89.8 | 88.4 | 82.6 | 87.3 ± 2.8 |
TH 2 | 93.8 | 85.0 | 91.2 | 82.4 | 98.1 | 90.1 ± 6.4 |
TH 3 | 81.8 | 82.2 | 91.3 | 91.6 | 98.8 | 89.1 ± 7.2 |
TH 4 | 82.4 | 80.0 | 76.9 | 80.9 | 96.8 | 83.4 ± 7.8 |
Mean ± Std. | 86.4 ± 5.6 | 83.9 ± 3.5 | 87.3 ± 7.0 | 85.8 ± 5.0 | 94.1 ± 7.7 | 87.5 ± 3.0 |