Table 5

Mean and standard deviation (in parentheses) of precision 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

50.0(8.8)

53.3(8.4)

55.5(8.4)

68.8(8.1)

64.7(7.9)

66.7(8.2)

Colon

33.3(8.7)

25.0(8.1)

42.9(7.4)

71.4(7.8)

75.0(7.7)

71.4(7.4)

Leukemia

38.5(7.7)

37.5(7.9)

42.8(7.5)

58.3(7.6)

60.0(7.4)

66.7(7.1)

Ovarian

42.9(6.4)

53.7(6.6)

62.6(6.1)

66.6(6.8)

68.6(7.1)

71.4(6.5)

Average

41.2(7.9)

42.4(7.8)

51.0(7.4)

66.3(7.6)

67.1(7.5)

69.1(7.3)


M = 10 for ANN


Breast

42.6(9.2)

60.0(9.0)

65.4(9.7)

82.4(8.4)

82.1(9.2)

82.6(9.1)

Colon

51.2(7.5)

56.2(7.4)

64.7(7.3)

70.6(8.1)

66.7(8.2)

68.4(7.3)

Leukemia

46.1(7.8)

63.1(7.4)

63.6(7.6)

57.0(7.4)

60.0(6.4)

67.1(6.8)

Ovarian

47.6(5.4)

53.6(5.7)

66.4(4.3)

68.4(5.1)

78.2(5.0)

72.1(5.5)

Average

46.9(7.5)

58.2(7.4)

65.0(7.2)

69.6(7.3)

71.8(7.2)

72.6(7.2)


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

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