Research Article
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature
Table 8
Performance comparison of initialization methods (1000 epochs).
| Metric | He initialization | Glorot initialization |
| Precision | 0.529 | 0.962 | Recall | 0.775 | 0.456 | Accuracy | 0.934 | 0.959 | 1-Score | 0.629 | 0.619 |
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