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