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Confusion matrix based on recognition results of smart home activities using the proposed motion features of depth silhouettes.
| Smart Home Activities | Cooking | Watching TV | Exercise | Hand Clapping | Walking | Cleaning |
|---|---|---|---|---|---|---|
| Cooking | 89.50 | 0 | 7.50 | 0 | 1.0 | 2.0 |
| Watching TV | 0 | 97.0 | 0 | 2.0 | 0 | 1.0 |
| Exercise | 3.50 | 1.50 | 93.50 | 1.50 | 0 | 0 |
| Hand Clapping | 1.50 | 0 | 2.50 | 87.50 | 1.50 | 7.0 |
| Walking | 1.50 | 0 | 2.0 | 0 | 95.0 | 1.50 |
| Cleaning | 0 | 3.0 | 0 | 4.0 | 1.50 | 91.50 |
|
| ||||||
| Mean Recognition Rate (%) = 92.33 | ||||||
