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Table 6 Quality assessment

From: Systematic literature review of the techniques for household electrical appliance anomaly detections and knowledge extractions

Attributes

Yes (No.)

Yes (%)

No (No)

No (%)

Partly (No)

Partly (%)

Clear objective of studies

92

100

00

00

00

00

Sufficiency of data size

79

85.87

4

4.35

7

7.61

Clear data collection procedures

85

92.40

2

2.17

5

5.43

Provision of experiment details

89

96.74

00

00

3

 

Provision of threat to validity

00

00

91

98.91

1

1.10

Provision of study limitations

6

6.52

85

92.40

1

1.10

Provision of clear learning defined techniques

87

94.57

00

0

5

5.34

Studies provision of clearly defined performance parameters

83

90.22

3

3.26

6

6.52

Provision of clearly stated results

88

95.65

00

00

4

4.35

Provision of comparisons of techniques

78

84.78

7

7.61

7

7.61

Addition of value to existing knowledge

82

89.13

00

00

10

0.87

Studies provision of tools or online source code

4

4.35

86

93.48

2

2.17