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Confusion matrix for the WS-HAR using KTH action dataset, while removing the proposed feature selection method (SWLDA) (Unit: %).
| Activities | Walking | Jogging | Running | Boxing | Hand-wave | Hand-clap |
|---|---|---|---|---|---|---|
| Walking | 90 | 2 | 3 | 4 | 0 | 1 |
| Jogging | 2 | 91 | 3 | 3 | 1 | 0 |
| Running | 4 | 3 | 93 | 0 | 0 | 0 |
| Boxing | 1 | 3 | 2 | 88 | 3 | 3 |
| Hand-wave | 1 | 1 | 1 | 3 | 92 | 2 |
| Hand-clap | 1 | 1 | 2 | 3 | 3 | 90 |
|
| ||||||
| Average | 90.67 | |||||
