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Classification report using feature learning-based approach.
| Class | Precision | Recall | F1-Score | Support |
|---|---|---|---|---|
| up the stairs | 0.99 | 0.94 | 0.97 | 268 |
| down the stairs | 0.99 | 0.96 | 0.98 | 199 |
| walk | 0.98 | 1.00 | 0.99 | 702 |
| run | 0.98 | 1.00 | 0.99 | 372 |
| sit | 1.00 | 1.00 | 1.00 | 345 |
| fall-right | 1.00 | 1.00 | 1.00 | 5 |
| fall-left | 0.86 | 1.00 | 0.92 | 6 |
| fall-front | 0.86 | 1.00 | 0.92 | 6 |
| fall-back | 1.00 | 0.90 | 0.95 | 10 |
| lying | 1.00 | 1.00 | 1.00 | 394 |
| macro avg | 0.97 | 0.98 | 0.97 | 2307 |
| weighted avg | 0.99 | 0.99 | 0.99 | 2307 |
