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Table 2 Results for UCI data sets

From: Data feature selection based on Artificial Bee Colony algorithm

Data set

Original number

Selected number

Full set of feature

Average

Normalization

 

of features

of features

average accuracy (%)

accuracy (%)

 

Image Segmentation

19

12

65.37

91.13

None

Auto

25

9

32.68

82.93

None

Breast Cancer

9

4

73.08

75.87

z-score

Diabetes

8

1

65.10

71.48

None

Glass

9

6

68.69

71.50

None

Heart-C

13

7

54.79

83.17

None

Heart-Statlog

13

3

55.96

84.81

None

Hepatic

19

9

79.35

87.10

None

Iris

4

3

96.66

97.33

None

Labor

16

8

89.47

98.26

z-score