Research Article
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature
Table 9
Performance comparison of initialization methods (5000 epochs).
| Metric | He initialization | Glorot initialization |
| Precision | 0.954 | 0.954 | Recall | 0.535 | 0.466 | Accuracy | 0.964 | 0.960 | 1-Score | 0.685 | 0.626 |
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