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Smartphone results using different classification algorithms (a) Random Forest, (b) SVM, (c) W-SVM.
| (a) RF | ||||
| Predicted Class | ||||
| Actual Class | on-bed | off-bed | Lying | ←classified as |
| 180 | 2 | 34 | on-bed | |
| 0 | 1737 | 1 | off-bed | |
| 33 | 1 | 262 | lying | |
| (b) SVM | ||||
| Predicted Class | ||||
| Actual Class | on-bed | off-bed | lying | ←classified as |
| 170 | 0 | 46 | on-bed | |
| 0 | 1738 | 0 | off-bed | |
| 22 | 1 | 273 | lying | |
| (c) W-SVM | ||||
| Predicted Class | ||||
| Actual Class | on-bed | off-bed | lying | ←classified as |
| 193 | 0 | 23 | on-bed | |
| 0 | 1738 | 0 | off-bed | |
| 24 | 0 | 272 | lying | |
