Research Article
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature
Table 18
Overall performance of REDD.
| House | Precision | Recall | Accuracy | 1-Score |
| 1 | 0.942 | 0.959 | 0.968 | 0.950 | 2 | 0.961 | 0.943 | 0.964 | 0.952 | 3 | 0.829 | 0.840 | 0.920 | 0.835 | 4 | 0.846 | 0.867 | 0.909 | 0.856 | 5 | 0.930 | 0.893 | 0.953 | 0.911 | 6 | 0.898 | 0.954 | 0.943 | 0.925 |
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