Table 7

Three gene pairs with good classification accuracy in the Prostate Cancer dataset

1st - 2nd Probe ID

Classification results in LOOCV

Classification results in the test set

α

# Correctly classified samples

Accuracy (%)

# Correctly classified samples

Accuracy (%)

35178_at - 35277_at

83 (33/50)

81.37 (63.46/100)

26 (20/6)

76.47 (80.00/66.67)

0.75

35178_at - 38087_s_at

83 (33/50)

81.37 (63.46/100)

27 (21/6)

79.41 (84.00/66.67)

0.75

39331_at - 33121_g_at

86 (38/48)

84.31 (73.08/96.00)

27 (18/9)

79.41 (72.00/100)

0.75

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