Table 2.
Activity recognition results with respect to step number.
| No. Steps | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|---|---|---|
| Only TAWA | ||||||||
| Accuracy | 82.43% | 89.11% | 91.67% | 93.74% | 95.10% | 96.18% | 96.33% | 97.24% |
| F1 score | 82.25% | 88.95% | 91.54% | 93.63% | 94.98% | 96.08% | 96.25% | 96.71% |
| TAWA + STD | ||||||||
| Accuracy | 83.35% | 89.87% | 92.30% | 94.00% | 95.20% | 96.18% | 96.73% | 97.29% |
| F1 score | 83.18% | 89.72% | 92.17% | 93.87% | 95.05% | 96.09% | 96.64% | 97.07% |