数据集名称

四种算法精确度平均值

CCSIWNB

NB

IWNB

EAWIWNB

Iris

94.99 ± 4.71

93.99 ± 4.71

94.33 ± 4.84

93.66 ± 4.84

Tae

78.67 ± 8.05

78.67 ± 8.05

84.00 ± 7.12○

78.67 ± 7.12

Balance.scale

93.39 ± 2.49

92.58 ± 3.44

91.61 ± 3.00

90.48 ± 4.50√

Breast_Cancer_Coimbra

96.36 ± 5.30

96.36 ± 5.30

95.45 ± 5.38

95.00 ± 5.93

Breast.cancer

81.79 ± 6.28

74.29 ± 4.01√

76.61 ± 5.81√

75.67 ± 8.24√

Breast.cancer.wisconsin

96.67 ± 2.87

91.30 ± 3.97√

92.00 ± 4.92√

96.96 ± 3.30

Somerville.happiness.survey

61.51 ± 16.95

62.23 ± 17.64

61.52 ± 14.87

58.38 ± 17.34√

Crx

89.28 ± 6.83

80.18 ± 4.17√

80.27 ± 5.86√

82.27 ± 6.98√

Seeds_dataset

67.22 ± 16.47

68.18 ± 14.87

70.63 ± 13.38

67.81 ± 12.10

Reprocessed.hungarian

66.03 ± 11.66

62.96 ± 11.09√

64.36 ± 11.59

65.10 ± 6.39

Average

82.59

80.07

81.08

80.4

W/T/L

-

0/6/4

1/6/3

0/6/4