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The SMotion dataset applied over the proposed classifier and other well-known statistical classifiers.
| Symbols | Activities | LSVM (%) | Random Forest (%) | Proposed (%) |
|---|---|---|---|---|
| L1 | Standing | 91.83 | 93.65 | 94.84 |
| L2 | Sitting down and getting up from chair | 90.34 | 92.18 | 93.77 |
| L3 | Walking | 92.18 | 94.63 | 95.13 |
| Mean Recognition Accuracy | 91.45% | 93.48% | 94.58 |
Bold letters for Mean Recognition Accuracy of SMotion dataset.
