Table 4 Effect of sensor set on model performance
Sensor Set | Tremor | Bradykinesia | ||
|---|---|---|---|---|
Binary | Multiclass | Binary | Multiclass | |
Combo | 0.78 (0.70–0.86) | 0.76 (0.68–0.83) | 0.67 (0.61–0.74) | 0.65 (0.59–0.71) |
Accel | 0.77 (0.67–0.87) | 0.74 (0.65–0.82) | 0.63 (0.57–0.70) | 0.63 (0.57–0.68) |
Gyro | 0.79 (0.74–0.85) | 0.77 (0.72–0.82) | 0.68 (0.61–0.75) | 0.64 (0.59–0.70) |
Watch | 0.79 (0.69–0.89) | 0.77 (0.68–0.86) | 0.63 (0.56–0.69) | 0.61 (0.56–0.66) |