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Table 4 AUC Comparisons.

From: Tumor classification ranking from microarray data

Data set

C4.5

Bayes

3NN

SVM

ZeroR

MDR

ALLAML

72.00

97.90

87.50

98.00

42.60

99.02

Lung

93.00

97.70

96.50

98.00

48.5

97.61

Prostate

79.00

59.50

87.10

91.00

47.90

92.30

Lymphoma

77.00

97.90

81.30

97.90

40.8

93.61

Breast

66.00

52.20

59.50

68.10

46.5

63.65

BCR-ABL

59.10

49.80

75.10

63.30

41.40

88.48

E2A-PBX1

100.00

53.70

99.00

98.10

46.10

100.00

Hyp

79.50

60.20

93.30

93.40

47.70

85.47

MALL

89.00

49.80

86.50

85.00

49.70

89.41

TALL

99.80

61.50

94.40

98.80

47.20

100.00

TEL-AML1

92.50

70.60

97.90

99.20

49.10

91.60

Average

82.45

68.25

87.10

90.07

46.14

91.01