Table 6

Eight genes with high classification accuracy in the Prostate Cancer dataset

Probe ID

Classification results in LOOCV

Classification results in the test set

α


# Correctly classified samples

Accuracy (%)

# Correctly classified samples

Accuracy (%)


32598_at

92 (50/42)

90.20 (96.15/84.00)

23 (17/6)

67.65 (68.00/66.67)

0.85


36491_at

84 (41/43)

82.35 (78.85/86.00)

30 (23/7)

88.24 (92.00/77.78)

0.80


40856_at

85 (46/39)

83.33 (88.46/78.00)

23 (15/8)

67.65 (60.00/88.89)

0.80


32243_g_at

84 (41/43)

82.35 (78.85/86.00)

31 (22/9)

91.18 (88.00/100)

0.80


36601_at

85 (46/39)

83.33 (88.46/78.00)

17 (8/9)

50.00 (32.00/100)

0.80


38044_at

81 (41/40)

79.41 (78.85/80.00)

29 (21/8)

85.29 (84.00/88.89)

0.80


41288_at

88 (41/47)

86.27 (78.85/94.00)

31 (22/9)

91.18 (88.00/100)

0.80


1767_s_at

83 (40/43)

81.37 (76.92/86.00)

24 (22/2)

70.59 (88.00/22.22)

0.80


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

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