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Classification performance for healthy participants.
| Participant | Cross-validation accuracy (%) | Test accuracy (%) |
|---|---|---|
| P01 | 99.03 | 93.38 |
| P02 | 95.58 | 92.30 |
| P03 | 99.85 | 96.43 |
| P04 | 99.68 | 96.79 |
| P05 | 99.54 | 98.74 |
| Mean ± SD | 98.74 ± 1.79 | 95.53 ± 2.63 |
Classification accuracy achieved when an SVM was used to classify the signals acquired from the finger sensor when different finger actions were executed.
