Dataset | mHealth | ||
Labels/Metrics | Pre | Recall | F1-Score |
standing still | 97.92 | 97.92 | 97.92 |
sitting | 97.94 | 98.96 | 98.45 |
lying | 98.92 | 95.83 | 97.35 |
walking | 95.70 | 92.71 | 94.18 |
climbing stairs | 93.14 | 98.96 | 95.96 |
waist bends forward | 95.24 | 96.39 | 95.81 |
frontal elevation of arms | 96.59 | 97.70 | 97.14 |
knees bending | 96.74 | 96.74 | 96.74 |
cycling | 97.94 | 98.96 | 98.45 |
jogging | 94.57 | 90.62 | 92.55 |
running | 89.11 | 93.75 | 91.37 |
jumping front back | 89.47 | 79.09 | 83.95 |
Average | 95.54 | 95.53 | 95.50 |
Overall Accuracy | 95.53 |