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Confusion matrix of the proposed recognition model using KTH action dataset (unit: %).
| Activities | Walking | Jogging | Running | Boxing | Hand-wave | Handclap |
|---|---|---|---|---|---|---|
| Walking | 100 | 0 | 0 | 0 | 0 | 0 |
| Jogging | 0 | 98 | 1 | 1 | 0 | 0 |
| Running | 2 | 1 | 95 | 1 | 1 | 0 |
| Boxing | 0 | 2 | 1 | 97 | 0 | 0 |
| Hand-wave | 1 | 0 | 1 | 0 | 98 | 0 |
| Handclap | 0 | 0 | 1 | 0 | 0 | 99 |
| Average | 97.83 | |||||
