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The recognition rate of ICA + LDA and HMM using KTH action dataset (Unit: %).
| Activities | Walking | Jogging | Running | Boxing | Hand-wave | Hand-clap |
|---|---|---|---|---|---|---|
| Walking | 71 | 8 | 6 | 5 | 4 | 6 |
| Jogging | 9 | 68 | 8 | 4 | 5 | 6 |
| Running | 7 | 6 | 74 | 4 | 5 | 4 |
| Boxing | 8 | 7 | 5 | 65 | 7 | 8 |
| Hand-wave | 2 | 3 | 4 | 6 | 78 | 7 |
| Hand-clap | 4 | 5 | 6 | 7 | 7 | 71 |
|
| ||||||
| Average | 71.17 | |||||
