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The recognition rate of PCA and hidden Markov model (HMM) using Weizmann action dataset (Unit: %).
| Activities | Bend | Jack | Pjump | Run | Side | Skip | Walk | Wave1 | Wave2 |
|---|---|---|---|---|---|---|---|---|---|
| Bend | 60 | 7 | 5 | 4 | 6 | 4 | 6 | 6 | 2 |
| Jack | 6 | 55 | 6 | 4 | 7 | 5 | 8 | 4 | 5 |
| Pjump | 4 | 5 | 53 | 3 | 5 | 7 | 8 | 9 | 6 |
| Run | 3 | 4 | 3 | 69 | 3 | 5 | 4 | 4 | 5 |
| Side | 5 | 6 | 7 | 3 | 58 | 4 | 9 | 5 | 3 |
| Skip | 3 | 4 | 6 | 2 | 4 | 60 | 6 | 7 | 8 |
| Walk | 3 | 5 | 6 | 4 | 4 | 8 | 58 | 3 | 9 |
| Wave1 | 3 | 4 | 9 | 8 | 8 | 2 | 5 | 57 | 4 |
| Wave2 | 2 | 8 | 6 | 4 | 2 | 4 | 6 | 7 | 61 |
|
| |||||||||
| Average | 59.00 | ||||||||
