Table 9 Percentage improvement of proposed case 1 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 1

Percentage improvement w.r.t NN (%)

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

Precision

76.3

55.9

80

4.625

26.7

Recall

85.7

89

78

–

–

f1 score

77.6

65

79

1.77

16.3

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