Table 2

Mean and standard deviation (in parentheses) of correction 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

53.1(9.5)

56.3(8.4)

59.3(8.8)

71.9(8.9)

68.8(8.1)

71.9(8.6)

Colon

57.1(7.8)

61.9(7.3)

66.6(7.1)

80.9(6.3)

85.7(6.4)

80.9(6.4)

Leukemia

57.7(9.3)

53.8(9.0)

61.5(9.5)

76.9(8.4)

76.9(9.1)

80.7(8.9)

Ovarian

57.1(6.4)

67.9(7.4)

75.0(5.4)

78.6(5.9)

79.8(5.1)

82.1(5.8)

Average

56.3(8.3)

60.0(8.0)

65.6(7.7)

77.1(7.4)

77.8(7.2)

78.9(7.4)


M = 10 for ANN


Breast

64.3(8.5)

67.3(8.7)

65.7(8.3)

75.4(8.3)

71.8(7.5)

75.8(8.0)

Colon

62.0(7.5)

71.2(7.2)

75.2(6.5)

85.1(6.7)

82.9(6.1)

83.9(6.3)

Leukemia

65.3(8.8)

69.2(8.4)

76.3(8.8)

84.6(8.9)

83.1(8.1)

85.6(8.3)

Ovarian

61.9(7.5)

65.4(7.7)

78.6(6.4)

80.9(6.8)

82.1(6.4)

83.3(6.8)

Average

63.4(8.1)

68.3(8.0)

74.0(7.5)

81.5(7.7)

80.0(7.0)

82.2(7.4)


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

Open Data