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Table 4 Comparison of the accuracy using the features selected by the different algorithms

From: Data feature selection based on Artificial Bee Colony algorithm

Data set

PSO (%)

ACO (%)

GA (%)

ABC (%)

Image Segmentation

94.42

94.42

94.26

91.13

Auto

68.78

72.20

69.27

82.93

Breast Cancer

73.08

73.08

73.08

75.87

Diabetes

75.65

75.65

75.65

71.48

Glass

71.03

71.03

71.03

71.50

Heart-C

83.17

80.86

80.20

83.17

Heart-Statlog

82.96

81.11

73.70

84.81

Hepatic

86.45

83.23

83.26

87.10

Iris

96.66

96.66

96.66

97.33

Labor

89.47

92.98

89.47

98.26