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The recognition rate of PCA + ICA and HMM using KTH action dataset (Unit: %).
| Activities | Walking | Jogging | Running | Boxing | Hand-wave | Hand-clap |
|---|---|---|---|---|---|---|
| Walking | 75 | 4 | 6 | 7 | 5 | 4 |
| Jogging | 8 | 70 | 9 | 4 | 5 | 3 |
| Running | 5 | 5 | 76 | 4 | 5 | 5 |
| Boxing | 4 | 5 | 5 | 73 | 6 | 7 |
| Hand-wave | 3 | 2 | 4 | 4 | 81 | 6 |
| Hand-clap | 4 | 4 | 3 | 6 | 5 | 78 |
|
| ||||||
| Average | 75.50 | |||||
