Subdataset

SVM-2K

USVM

MvTSVMs

MvNPAVM

所提方法

dataset 1

82.60 ± 1.35

83.50 ± 1.26

81.65 ± 1.95

86.50 ± 1.62

90.45 ± 1.01

dataset 2

86.00 ± 1.86

82.60 ± 1.06

80.90 ± 1.76

85.80 ± 1.75

88.50 ± 1.25

dataset 3

74.60 ± 1.78

77.65 ± 1.68

72.50 ± 2.29

84.45 ± 1.59

83.02 ± 1.84

dataset 4

72.50 ± 1.94

78.60 ± 1.64

74.90 ± 1.95

80.60 ± 1.78

84.50 ± 1.28

dataset 5

73.60 ± 1.36

76.40 ± 1.28

74.90 ± 1.46

79.90 ± 1.89

83.90 ± 1.34

dataset 6

76.65 ± 1.76

80.60 ± 1.95

75.50 ± 2.05

79.45 ± 1.80

81.00 ± 1.54

dataset 7

77.50 ± 1.89

78.80 ± 1.26

74.00 ± 1.95

78.50 ± 1.57

80.65 ± 1.05

dataset 8

82.50 ± 1.20

83.00 ± 1.34

85.30 ± 1.91

89.02 ± 1.25

90.50 ± 0.81

dataset 9

84.52 ± 1.54

83.60 ± 1.25

82.50 ± 2.08

91.50 ± 1.24

89.80 ± 1.02