数据集

NMIJMI

mRMR

CMIM

JMI

NMIFS

MRI

JMIM

vehicle

72.11 ± 3.02

68.91 ± 2.78a

68.21 ± 3.67a

61.82 ± 4.71a

61.46 ± 4.63a

68.55 ± 3.99a

63.72 ± 3.69a

WDBC

96.83 ± 2.07

93.85 ± 2.86a

95.26 ± 3.14a

96.3 ± 1.85

87.33 ± 3.56a

95.43 ± 2.26a

93.85 ± 3.86a

sonar

72.12 ± 9.93

56.67 ± 17.19a

69.24 ± 11.86a

70.26 ± 15.17a

53.29 ± 12.62a

59.57 ± 12.20a

72.07 ± 13.53

movement-libras

77.22 ± 12.90

70.28 ± 13.61a

74.45 ± 3.33a

76.71 ± 2.45

86.56 ± 2.13b

71.11 ± 16.44a

70.56 ± 14.81a

semeion

87.2 ± 3.44

73.63 ± 3.25a

72.75 ± 6.37a

84.5 ± 5.45a

83.5 ± 5.72a

77.33 ± 2.62a

60.45 ± 2.78a

isolet

89.58 ± 2.18

71.99 ± 2.40a

72.22 ± 13.15a

76.94 ± 12.55a

70.56 ± 13.56a

75.8 ± 2.51a

53.16 ± 2.55a

CNAE9

84.35 ± 3.60

81.2 ± 2.69a

81.3 ± 4.10a

82.59 ± 3.53a

83.33 ± 3.77

83.33 ± 3.07a

66.94 ± 3.29a

COIL20

94.17 ± 3.19

83.47 ± 6.34a

82.57 ± 8.21a

90.42 ± 6.78a

86.32 ± 6.00a

86.32 ± 5.12a

82.15 ± 6.65a

faces

62.32 ± 3.01

27.97 ± 2.39a

46.37 ± 2.95a

61.94 ± 3.92

29.15 ± 3.37a

22.86 ± 3.45a

38.95 ± 2.43a

ORL

90.25 ± 3.60

73.5 ± 8.08a

72.75 ± 6.37a

84.5 ± 5.45a

83.5 ± 5.72a

63.5 ± 6.34a

58.25 ± 7.25a

DLBCL

100 ± 0.00

79.11 ± 9.21a

96.07 ± 8.21a

88.57 ± 15.28a

73.75 ± 15.59a

80.54 ± 9.02a

88.39 ± 12.25a

W/T/L

11/0/0

11/0/0

8/3/0

9/1/1

11/0/0

10/1/0