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