Table 5

Twenty-five gene pairs with 100% LOOCV accuracy in the Lung Cancer dataset

1st - 2nd Probe ID

Classification results in the test set


# Correctly classified samples

Accuracy (%)


33754_at - 36562_at

144 (13/131)

96.64 (86.67/97.76)


33754_at - 40496_at

143 (11/132)

95.97 (73.33/98.51)


34105_f_at - 40496_at

141(9/132)

94.64 (60/98.51)


34105_f_at - 36562_at

140 (10/130)

93.96 (66.67/97.01)


37004_at - 40496_at

140 (11/129)

93.96 (73.33/96.27)


36562_at - 37004_at

139 (13/126)

93.29 (86.67/94.03)


38827_at - 40445_at

138 (15/123)

92.62 (100/91.79)


1882_g_at - 36562_at

136 (11/125)

91.28 (73.33/93.28)


1882_g_at - 40496_at

136 (10/126)

91.28 (66.67/94.03)


33907_at - 36562_at

134 (10/124)

89.93 (66.67/92.54)


36562_at - 40496_at

134 (9/125)

89.93 (60/93.28)


1882_g_at - 33907_at

133 (11/122)

89.26 (73.33/91.04)


1882_g_at - 37004_at

132 (13/119)

88.59 (86.67/88.81)


35947_at - 36269_at

132 (12/120)

88.59 (80/89.55)


33907_at - 34105_f_at

131(9/122)

87.92 (60/91.04)


36269_at - 40445_at

131(14/117)

87.92 (93.33/87.31)


35947_at - 40445_at

130 (14/116)

87.25 (93.33/86.57)


38074_at - 38827_at

129 (14/115)

86.58 (93.33/85.82)


33907_at - 40496_at

127(8/119)

85.23 (53.33/88.81)


36269_at - 38074_at

125 (13/112)

83.89 (86.67/83.58)


38074_at - 40445_at

122 (13/109)

81.88 (86.67/81.34)


1117_at - 38827_at

116 (15/101)

77.85 (100/75.37)


1117_at - 36269_at

113 (13/100)

75.84 (86.67/74.63)


1117_at - 35947_at

109 (12/97)

73.15 (80/72.39)


1117_at - 38074_at

106 (14/92)

71.14 (93.33/68.66)


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

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