Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 18

Overall performance of REDD.

House	Precision	Recall	Accuracy	1-Score
1	0.942	0.959	0.968	0.950
2	0.961	0.943	0.964	0.952
3	0.829	0.840	0.920	0.835
4	0.846	0.867	0.909	0.856
5	0.930	0.893	0.953	0.911
6	0.898	0.954	0.943	0.925