Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 14

Result of performance measurement for classification of similar power appliances with adding three multistate appliances.

Metric	Similar power appliance based model	All appliance based model
Precision	0.955	0.896
Recall	0.948	0.863
Accuracy	0.957	0.911
1-Score	0.951	0.879