Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 16

Overall performance of UK-DALE.

House	Precision	Recall	Accuracy	1-Score
1	0.778	0.752	0.917	0.764
2	0.872	0.756	0.905	0.810
3	0.950	0.856	0.981	0.900
4	0.964	0.972	0.969	0.968
5	0.816	0.878	0.914	0.846