数据集名称

四种算法精确度平均值

CSAVFWNB

NB

IWNB

AVFWNB

Iris

94.2 ± 10.19

94.82 ± 7.49

94.82 ± 9.34

94.82 ± 7.49

Tae

84.29 ± 13.06

78.5 ± 19.2√

84.2 ± 15.12

73.87 ± 13.82√

Balance.scale

93.06 ± 2.84

92.58 ± 3.44

92.25 ± 3.00

92.5 ± 4.16

Breast_Cancer_Coimbra

95.96 ± 5.23

93.64 ± 5.30

95.45 ± 5.38

95.00 ± 5.93

Breast.cancer

76.64 ± 6.88

77.62 ± 9.56

76.53 ± 9.33

76.47 ± 9.16

Breast.cancer.wisconsin

97.14 ± 2.39

94.30 ± 4.57√

94.00 ± 4.72√

93.96 ± 2.34√

Somerville.happiness.survey

60.98 ± 17.7

58.57 ± 17.84

56.6 ± 19.43√

59.38 ± 17.34

Crx

84.37 ± 6.36

81.18 ± 5.67√

80.27 ± 6.46√

77.07 ± 7.45√

Seeds_dataset

65.5 ± 15.9

66.45 ± 14.66

70.27 ± 11.53○

71.22 ± 11.68

Reprocessed.hungarian

65.01 ± 7.97

65.94 ± 11.59

67.03 ± 10.5

65.54 ± 10.01

Average

81.72

80.36

81.14

79.98

W/T/L

-

0/7/3

1/6/3

1/6/3