Research Article
Internet of Things Framework for Home Care Systems
Table 2
Results for precision, recall,
-measure, and number of time intervals to detect the fire.
| Scenario | Test | Pr | Re | | Intervals to detect the fire |
| 1 | 1 | 1 | 0.9612 | 0.9799 | 70 | 2 | 1 | 0.9695 | 0.9842 | 55 | 3 | 1 | 0.9695 | 0.9842 | 55 | 4 | 1 | 0.9612 | 0.9785 | 70 | 5 | 1 | 0.9695 | 0.9828 | 55 | 6 | 1 | 0.9612 | 0.9799 | 70 | 7 | 1 | 0.9696 | 0.9828 | 55 | 8 | 1 | 0.6987 | 0.8223 | 543 |
| 2 | 1 | 1 | 0.454 | 0.6245 | 89 | 2 | 1 | 0.6442 | 0.7836 | 58 | 3 | 1 | 0.6074 | 0.7557 | 64 | 4 | 1 | 0.4479 | 0.6186 | 90 | 5 | 1 | 0.6442 | 0.7836 | 58 | 6 | 1 | 0.4601 | 0.6303 | 88 | 7 | 1 | 0.6442 | 0.7836 | 58 | 8 | 1 | 0.3681 | 0.5381 | 103 |
| 3 | 1 | 1 | 0.5 | 0.667 | 82 | 2 | 1 | 0.75 | 0.8571 | 41 | 3 | 1 | 0.7012 | 0.8244 | 49 | 4 | 1 | 0.5061 | 0.6721 | 81 | 5 | 1 | 0.7561 | 0.8611 | 40 | 6 | 1 | 0.5 | 0.667 | 82 | 7 | 1 | 0.7564 | 0.8611 | 40 | 8 | 1 | 0.5 | 0.667 | 82 |
| 4 | 1 | 1 | 0.7086 | 0.8295 | 44 | 2 | 1 | 0.8013 | 0.8897 | 30 | 3 | 1 | 0.8013 | 0.8897 | 30 | 4 | 1 | 0.6623 | 0.7968 | 51 | 5 | 1 | 0.8013 | 0.8897 | 30 | 6 | 1 | 0.702 | 0.8249 | 45 | 7 | 1 | 0.8013 | 0.8897 | 30 | 8 | 1 | 0.702 | 0.8249 | 45 |
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