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The recognition rate of WS-HAR using KTH action dataset. It can be seen that the WS-HAR showed better classification rate (Unit: %).
| Activities | Walking | Jogging | Running | Boxing | Hand-wave | Hand-clap |
|---|---|---|---|---|---|---|
| Walking | 98 | 0 | 2 | 0 | 0 | 0 |
| Jogging | 2 | 96 | 0 | 2 | 0 | 0 |
| Running | 2 | 0 | 97 | 0 | 0 | 1 |
| Boxing | 0 | 0 | 0 | 99 | 1 | 0 |
| Hand-wave | 0 | 1 | 0 | 2 | 97 | 0 |
| Hand-clap | 0 | 0 | 0 | 4 | 0 | 96 |
|
| ||||||
| Average | 97.16 | |||||
