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F-scores of SVM with PUK, SVM with RBF, activity of daily living (ADL) Algorithm [17] and the ADL algorithm with the gyroscope (all at 10 Hz) (phone then watch).
| Algorithm | F-Score |
|---|---|
| SVM (PUK) | 0.930 |
| SVM (RBF) | 0.812 |
| pADL (AccelOnly) | 0.702 |
| pADL (Accel + Gyro) | 0.783 |
| wADL (Accel Only) | 0.814 |
| wADL (Accel + Gyro) | 0.908 |
