Table 5.
Participant | Cross-validation accuracy (%) | Test accuracy (%) |
---|---|---|
S03 | 97.86 | 90.82 |
S04 | 89.07 | 79.94 |
S05 | 95.66 | 78.64 |
Mean ± SD | 94.20 ± 4.57 | 83.13 ± 6.69 |
Classification accuracy achieved when an SVM was used to classify the signals acquired from the finger sensor when different finger actions were executed.