数据集

SVM

特征选择(%)

无特征选择(%)

PSO + SVM

BA + SVM

PSO + SVM

BA + SVM

Breast cancer

88.97

91.11

94.38

92.27

95.96

Car evaluation

88.64

91.74

94.87

92.14

94.78

Glass

68.33

70.41

72.03

73.18

74.15

Ionosphere

92.14

94.78

92.76

95.22

94.22

Iris

79.28

90.36

90.09

90.33

94.69

Pima-Indian

77.87

80.78

80.04

85.5

82.11

Seeds

84.15

88.5

87.31

87.22

86.87

Sonar

85.14

93.41

92.1

96.26

95.24

Teaching

73.41

76.25

78.45

82.06

84.63

Wine

93.45

96.09

97.27

97.6

98.64