Table 5.
Performance results of model classification.
| Activity | Precision | Recall | Specificity | Balanced Accuracy | F1-Score |
|---|---|---|---|---|---|
| Sleeping | 0.99 | 1 | 0.94 | 0.97 | 0.9966 |
| String movement | 0.96 | 0.94 | 0.99 | 0.97 | 0.9527 |
| Weak movement | 0.97 | 0.90 | 0.99 | 0.95 | 0.9349 |
| External force |
1 | 0.89 | 1 | 0.95 | 0.9468 |
| Avg. (std.) |
0.98 (0.018) |
0.93 (0.049) |
0.98 (0.027) |
0.96 (0.011) |
0.95 (0.026) |