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Table 5 Results achieved by the state detector to recognise the refrigerator and microwave

From: NILM-based approach for energy efficiency assessment of household appliances

 

TPR

FPR

F1-score

Accuracy

Refrigerator

0.969

0.969

0.969

0.982

Microwave

0.896

0.884

0.890

0.999

Micro-measure

0.991

0.991

0.991

Macro-measure

0.963

0.960

0.962