Table 8

Eight genes with high classification accuracy in the Breast Cancer dataset

GenBank accession number

Classification results in LOOCV

Classification results in the test set

α


# Correctly classified samples

Accuracy (%)

# Correctly classified samples

Accuracy (%)


NM_012261

57 (21/36)

73.08 (61.76/81.82)

16 (10/6)

84.21 (83.33/85.71)

0.70


AW237580

58 (18/40)

74.36 (52.94/90.91)

13 (8/5)

68.42 (66.67/71.43)

0.70


U45975

58 (22/36)

74.36 (64.71/81.82)

13 (9/4)

68.42 (75.00/57.14)

0.70


AI742029

55 (17/38)

70.51 (50.00/86.36)

13 (11/2)

68.42 (91.67/28.57)

0.70


NM_001689

57 (22/35)

73.08 (64.71/79.55)

15 (9/6)

78.95 (75.00/85.71)

0.70


TSPYL5

58 (24/34)

74.36 (70.59/77.27)

16 (10/6)

84.21 (83.33/85.71)

0.70


NM_000271

57 (20/37)

73.08 (58.82/84.09)

13 (9/4)

68.42 (75.00/57.14)

0.70


AL049689

55 (22/33)

70.51 (64.71/75.00)

13 (10/3)

68.42 (83.33/42.86)

0.70


Wang and Gotoh BMC Medical Genomics 2009 2:64   doi:10.1186/1755-8794-2-64

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