Research Article

Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 6

Performance measurement with different reflection rates.

(reflection rate) Precision Recall Accuracy 1-Score

1 (0.1, 0.01) 0.753 0.843 0.901 0.795
2 (0.1, 0.001) 0.714 0.836 0.886 0.771
3 (0.01, 0.001) 0.730 0.812 0.888 0.769