模型

准确率(%)

精确率(%)

召回率(%)

F1 (%)

y = 0

y = 1

y = 0

y = 1

y = 0

y = 1

KNN

76.63

81.91

71.11

74.76

79.01

78.17

74.85

SVM

72.83

74.77

70.13

77.67

66.67

76.19

68.35

RF

79.35

86.52

72.63

74.76

85.19

80.21

78.41

NB

77.17

83.50

69.14

77.48

76.71

80.37

72.73

DT

82.61

84.47

80.25

84.47

80.25

84.47

80.27

ILSO-BP

87.50

93.20

80.25

85.71

90.28

89.30

84.97