Table 11 Percentage improvement of proposed case 3 w.r.t base cases.

From: An adaptive-neuro fuzzy inference system based-hybrid technique for performing load disaggregation for residential customers

Average (percentage)

NN36

NN with edge detection36

The proposed technique for case 3

Percentage improvement w.r.t NN (%)

Percentage improvement w.r.t NN with edge detection (%)

Precision

76.3

55.9

81

5.80

31

Recall

85.7

89

78

–

–

f1 score

77.6

65

79

1.77

17.7

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