数据集

NMIJMI

mRMR

CMIM

JMI

NMIFS

MRI

JMIM

vehicle

73.06 ± 4.31

70.73 ± 4.37a

72.13 ± 4.21

70.96 ± 4.03a

68.21 ± 5.68a

70.88 ± 6.97a

68.14 ± 4.07a

WDBC

96.39 ± 3.71

95.45 ± 2.93

95.85 ± 3.27

96.05 ± 3.34

94.66 ± 4.46a

95.83 ± 3.02

93.77 ± 3.52a

sonar

74.14 ± 18.42

67.74 ± 17.17a

72.71 ± 19.80a

69.03 ± 20.24a

63.34 ± 20.27a

66.4 ± 18.18a

69.87 ± 20.83a

movement-libras

77.02 ± 10.04

76.18 ± 12.83

74.88 ± 12.49a

76.8 ± 11.78

77.82 ± 8.93

77.81 ± 10.41

71.51 ± 11.48a

semeion

81.44 ± 3.79

77.48 ± 2.82a

79.85 ± 3.37a

83.01 ± 3.04b

91.62 ± 2.45b

82.7 ± 3.55b

72.23 ± 0.96a

isolet

92.35 ± 2.34

77.17 ± 3.21a

75.94 ± 3.92a

86.46 ± 1.93a

80.25 ± 3.59a

82.88 ± 2.37a

66.37 ± 4.22a

CNAE9

87.82 ± 3.07

84.77 ± 3.07a

85.27 ± 2.88a

84.72 ± 4.34a

87.86 ± 3.17

87.25 ± 3.81

69.22 ± 3.88a

COIL20

98.22 ± 8.18

87.67 ± 10.05a

88.79 ± 6.52a

94.33 ± 6.10a

93.79 ± 5.25a

92.22 ± 7.77a

85.95 ± 4.49a

faces

55.89 ± 3.65

19.93 ± 3.21a

43.62 ± 3.25a

61.94 ± 3.92b

20.61 ± 3.15a

23.05 ± 3.26a

33.69 ± 2.22a

ORL

94.04 ± 5.68

78.54 ± 6.44a

80.38 ± 6.90a

90.67 ± 7.44a

90.63 ± 7.79a

63.5 ± 9.34a

77.14 ± 5.95a

DLBCL

91.53 ± 9.54

42.06 ± 14.69a

87.62 ± 12.14a

88.9 ± 20.62a

60.82 ± 11.59a

71.43 ± 20.04a

88.95 ± 13.35a

W/T/L

9/2/0

9/2/0

7/2/2

8/2/1

7/3/1

11/0/0