Table 3

Mean and standard deviation (in parentheses) of sensitivity scores (%), calculated over 50 hold out runs.

DATASET

ALL

GA-FS

H-MTL

GA-MTL

GA-MTL-IR

e-GA-MTL


M = 2 for ANN


Breast

53.3(8.7)

53.3(8.5)

66.7(8.0)

73.3(7.8)

73.3(7.5)

80.0(7.6)

Colon

28.6(7.4)

28.6(7.5)

42.8(7.4)

71.4(7.0)

85.7(7.1)

71.4(7.1)

Leukemia

62.5(8.1)

75.0(8.0)

75.0(7.7)

87.5(7.9)

75.0(7.8)

85.7(7.7)

Ovarian

60.0(7.5)

73.3(7.4)

76.7(7.4)

80.0(6.7)

80.0(6.9)

83.3(7.2)

Average

51.1(7.9)

57.6(7.9)

65.3(7.6)

78.1(7.4)

78.5(7.3)

80.1(7.4)


M = 10 for ANN


Breast

60.2(9.8)

63.2(9.4)

73.3(10.4)

80.5(9.5)

80.6(9.0)

85.6(9.0)

Colon

42.7(7.8)

43.4(7.5)

51.2(7.4)

72.1(7.5)

72.3(7.1)

72.3(6.8)

Leukemia

71.3(7.6)

75.0(7.5)

77.5(7.9)

88.7(8.1)

74.3(7.9)

91.2(8.3)

Ovarian

64.7(7.5)

71.4(7.3)

80.5(7.4)

81.2(7.0)

80.0(6.9)

86.7(7.1)

Average

59.7(8.2)

63.3(7.9)

70.6(8.3)

80.6(8.0)

76.8(7.7)

84.0(7.8)


Yang et al. BMC Genomics 2008 9(Suppl 1):S3   doi:10.1186/1471-2164-9-S1-S3

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