数据集

NMIJMI

mRMR

CMIM

JMI

NMIFS

MRI

JMIM

vehicle

69.92 ± 4.01

75.82 ± 4.30b

70.38 ± 2.10

70.63 ± 3.83

69.55 ± 4.57

76.69 ± 4.12b

63.11 ± 6.30a

WDBC

97.33 ± 1.96

96.2 ± 2.69a

96 ± 2.87a

97.33 ± 2.28

95.21 ± 2.38a

96.57 ± 2.54

94.29 ± 2.39a

sonar

71.61 ± 13.04

67.16 ± 16.27a

61.49 ± 14.99a

66.91 ± 16.80a

63.17 ± 14.24a

66.5 ± 16.99a

69.82 ± 17.36a

movement-libras

80.46 ± 12.87

77.86 ± 13.06a

80.94 ± 12.76

80.8 ± 11.37

80.01 ± 14.24

79.71 ± 13.79a

75.16 ± 14.30a

semeion

79.04 ± 3.13

77.65 ± 3.59a

78.6 ± 3.66

81.18 ± 2.93b

91.9 ± 1.92b

81.88 ± 2.65b

68.69 ± 3.83a

isolet

93.49 ± 1.66

78.62 ± 1.88a

74.48 ± 1.76a

87.33 ± 1.57a

81.46 ± 2.49a

84.48 ± 2.04a

58.82 ± 2.21a

CNAE9

75.6 ± 2.62

73.4 ± 3.89a

73.9 ± 3.82a

74.33 ± 3.52a

78 ± 3.46b

74.35 ± 3.68a

62.46 ± 5.67a

COIL20

95.93 ± 5.26

82.78 ± 6.28a

78.17 ± 5.97a

92.91 ± 6.20a

85.3 ± 6.49a

90.66 ± 6.60a

72.05 ± 4.83a

faces

68.29 ± 4.51

20.91 ± 2.16a

43.93 ± 4.95a

56.89 ± 5.16a

19.27 ± 2.67a

22.89 ± 3.28a

33.51 ± 5.53a

ORL

95.08 ± 5.87

79.71 ± 6.81a

78.93 ± 4.85a

89.71 ± 6.71a

89.96 ± 7.32a

70 ± 7.41a

65.76 ± 8.39a

DLBCL

94.97 ± 7.87

75.1 ± 22.39a

93.16 ± 10.56a

84.01 ± 24.12a

42.95 ± 1.17a

79.74 ± 17.55a

89.67 ± 12.13a

W/T/L

10/0/1

8/3/0

7/3/1

8/1/2

8/1/2

11/0/0