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The recognition rate of PCA + ICA and HMM using Weizmann action dataset (Unit: %).
| Activities | Bend | Jack | Pjump | Run | Side | Skip | Walk | Wave1 | Wave2 |
|---|---|---|---|---|---|---|---|---|---|
| Bend | 81 | 3 | 2 | 3 | 2 | 1 | 3 | 4 | 1 |
| Jack | 4 | 75 | 3 | 3 | 4 | 2 | 3 | 4 | 2 |
| Pjump | 4 | 5 | 70 | 4 | 5 | 3 | 2 | 3 | 4 |
| Run | 4 | 5 | 4 | 69 | 4 | 3 | 3 | 2 | 4 |
| Side | 3 | 4 | 2 | 4 | 74 | 4 | 4 | 3 | 2 |
| Skip | 4 | 3 | 4 | 5 | 4 | 72 | 2 | 3 | 3 |
| Walk | 3 | 2 | 2 | 4 | 3 | 2 | 77 | 3 | 4 |
| Wave1 | 2 | 3 | 4 | 4 | 2 | 4 | 3 | 74 | 4 |
| Wave2 | 2 | 3 | 1 | 3 | 2 | 3 | 4 | 3 | 79 |
|
| |||||||||
| Average | 74.56 | ||||||||
