Table 1

Mean and standard deviation (in parentheses) of BACC 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

53.2(9.3)

56.1(8.6)

59.8(8.5)

72.0(8.3)

69.0(8.4)

72.4(8.4)

Colon

50.0(8.8)

46.7(8.5)

58.1(7.9)

78.6(8.4)

85.7(8.1)

78.6(7.8)

Leukemia

59.1(7.8)

59.7(8.2)

65.2(7.9)

79.6(7.9)

76.4(7.7)

84.5(7.6)

Ovarian

57.8(6.8)

69.1(6.8)

75.6(3.8)

78.9(7.2)

79.9(7.1)

82.4(7.1)

Average

54.8(8.2)

58.1(8.0)

64.8(7.8)

77.1(7.9)

77.4(7.8)

79.5(7.7)


M = 10 for ANN


Breast

54.2(9.3)

59.3(8.9)

69.2(9.2)

74.9(8.8)

72.3(9.3)

76.2(8.7)

Colon

57.0(8.9)

64.4(8.6)

67.4(9.0)

82.2(8.6)

82.7(8.6)

82.5(8.8)

Leukemia

68.4(8.1)

76.2(7.7)

76.6(8.0)

76.8(7.5)

76.4(7.1)

91.4(7.2)

Ovarian

63.0(6.3)

68.5(6.6)

78.8(5.9)

80.3(6.0)

83.5(6.2)

83.6(6.3)

Average

60.4(8.2)

67.6(8.0)

73.2(8.0)

79.4(8.0)

79.5(7.8)

83.3(7.7)


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

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