Table 2 Classification accuracy, F1-score, recall, and precision of age-matched healthy controls and patients with Parkinson’s disease using mechanomyogram of both rest and pinch conditions with low-, high-, and combined high- and low-frequency bands.
No. | MMG Frequency band | Accuracy | F1-score | Recall | Precision |
|---|---|---|---|---|---|
1 | Low-MMG [5–15 Hz] | 87.08 | 86.46 | 85.08 | 88.13 |
2 | Micro-MMG [15–35 Hz] | 82.42 | 81.65 | 77.07 | 87.41 |
3 | Low- and Micro-MMG [5–35 Hz] | 92.19 | 91.92 | 91.38 | 92.55 |
