Table 6.
Specificity of the individual decoders when using different features as input
| Specificity in Task 1 (%) | Specificity in Task 2 (%) | |||||
|---|---|---|---|---|---|---|
| Hand open | Hand close | Wrist flexion | Wrist extension | Index flexion | Index extension | |
| mf-MWP | 97.82 ± 1.48 | 96.46 ± 2.39 | 97.68 ± 1.31 | 96.60 ± 1.82 | 97.45 ± 1.73 | 97.64 ± 1.48 |
| hf-MWP | 91.32 ± 4.01 | 91.86 ± 3.67 | 95.89 ± 2.58 | 95.55 ± 2.29 | 93.24 ± 2.83 | 93.79 ± 3.09 |
| lf-MWP | 93.17 ± 2.65 | 92.84 ± 3.35 | 95.90 ± 2.66 | 95.00 ± 2.99 | 94.10 ± 3.50 | 93.49 ± 3.49 |
| MUA | 97.51 ± 2.79 | 98.03 ± 2.60 | 98.03 ± 1.71 | 97.05 ± 1.60 | 97.80 ± 2.04 | 97.36 ± 1.89 |
| TCs | 94.27 ± 8.12 | 96.81 ± 1.84 | 97.24 ± 3.12 | 97.28 ± 2.05 | 98.94 ± 1.22 | 98.40 ± 1.13 |
| LFP | 91.16 ± 3.63 | 91.03 ± 3.82 | 92.72 ± 3.59 | 92.60 ± 2.73 | 91.65 ± 3.65 | 93.39 ± 3.39 |