Table 6 Model testing on 30 homes from USA with complicated untrained patterns
From: An adaptive model for the autonomous monitoring and management of water end use
Category | Applied model | Number of home | Average accuracy (%) | ||
|---|---|---|---|---|---|
Accuracy > 90% | 80–90% | 70–80% | |||
Clothes washer | 1 a | 6 – (20%) | 20 – (66.7%) | 4 – (13.3%) | 90.1 |
2a | 4 – (13.3%) | 10 – (33.3%) | 16 – (52.3%) | 83.5 | |
Dishwasher | 1 | 3 – (10%) | 7 – (70%) | 5 – (14.3%) | 87.6 |
2 | 2 – (%) | 4– (%) | 9 – (%) | 82.1 | |
Evaporative cooler | 1 | 2 – (13.3%) | 2– (20%) | 3 – (66.7%) | 86.8 |
2 | 0 – (0%) | 1– (14.3%) | 6 – (85.7%) | 77.4 | |
Toilet | 1 | 5 – (13.3%) | 20 – (66.7%) | 5 – (13.3%) | 88.5 |
2 | 6– (20%) | 13– (43.3%) | 11– (36.7%) | 81.1 | |
Tap | 1 | 20– (66.7%) | 3– (10%) | 7 – (23.3%) | 89.5 |
2 | 18– (60%) | 6– (20%) | 6– (20%) | 88.3 | |
Shower | 1 | 15– (50%) | 8– (26.7%) | 7– (23.3%) | 92.2 |
2 | 14– (46.7%) | 5– (16.7%) | 11– (36.7%) | 90.6 | |
Irrigationb | 1 | 0 | 0 | 10 – (100%) | 74.2 |
2 | 0 | 0 | 10 – (100%) | 72.5 | |