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Table 3 Three different classes of rules generated from dataset L2

From: An integrated method for cancer classification and rule extraction from microarray data

Consequent

Antecedent

Support (%)

Confidence (%)

ALL

32847_at > 147.0

30.56

100

 

36239_at > 2201.0

27.78

100

AML

39318_at < 1063.0 & 32579_at < 2285.0

34.72

100

 

1325_at < 1501.5, 39318_at < 1063.0 & 32579_at < 2285.0

34.72

100

 

1325_at < 1501.5, 36239_at < 214.0 & 40191_s_at < 508.5

33.33

100

 

36239_at < 214.0 & 40191_s_at < 508.5

33.33

100

 

39318_at < 1063.0 & 35164_at < -794.5

31.94

100

 

40191_s_at < 519.0 & 36239_at < 167.0

31.94

100

 

1325_at < 1501.5, 39318_at < 1063.0 & 35164_at < -794.5

31.94

100

 

1325_at < 1501.5, 40191_s_at < 519.0 & 36239_at < 167.0

31.94

100

 

1325_at < 1501.5, 36239_at < 214.0 & 37539_at < -362.0

31.94

100

 

36239_at < 214.0 & 37539_at < -362.0

31.94

100

 

37539_at < -725.5

29.17

100

 

32579_at < 2285.0

36.11

96

 

1325_at < 1501.5 & 32579_at < 2285.0

36.11

96

 

36239_at < 214.0

40.28

93

MLL

1325_at < 201.0, 35260_at > 794.5 & 40191_s_at > 1107.5

19.44

100

 

1325_at < 201.0 & 36239_at > 214.0

23.61

94

 

1325_at < 201.0

37.50

67

Mean

 

32.02

97