Research Article
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature
Table 6
Performance measurement with different reflection rates.
| (reflection rate) | Precision | Recall | Accuracy | 1-Score |
| 1 (0.1, 0.01) | 0.753 | 0.843 | 0.901 | 0.795 | 2 (0.1, 0.001) | 0.714 | 0.836 | 0.886 | 0.771 | 3 (0.01, 0.001) | 0.730 | 0.812 | 0.888 | 0.769 |
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