Table 4

Sixteen genes with high classification accuracy in the Lung Cancer dataset

Probe ID

Classification results in LOOCV

Classification results in the test set


# Correctly classified samples

Accuracy(%)

# Correctly classified samples

Accuracy(%)


2047_s_at

30 (15/15)

93.75 (93.75/93.75)

122 (11/111)

81.88 (73.33/82.84)


266_s_at

32 (16/16)

100 (100/100)

129 (13/116)

86.58 (86.67/86.57)


32046_at

30 (15/15)

93.75 (93.75/93.75)

133 (12/121)

89.26 (80/90.30)


32551_at

31 (15/16)

96.88 (93.75/100)

134 (14/120)

89.93 (93.33/89.55)


33245_at

30 (15/15)

93.75 (93.75/93.75)

137 (14/123)

91.95 (93.33/91.79)


33833_at

32 (16/16)

100 (100/100)

139 (13/126)

93.29 (86.67/94.03)


35330_at

31 (15/16)

96.88 (93.75/100)

118 (14/104)

79.19 (93.33/77.61)


36533_at

30 (15/15)

93.75 (93.75/93.75)

141 (13/128)

94.64 (86.67/95.52)


37205_at

30 (15/15)

93.75 (93.75/93.75)

135 (12/123)

90.60 (80/91.79)


37716_at

30 (15/15)

93.75 (93.75/93.75)

145 (11/134)

97.32 (73.33/100)


39795_at

31 (16/15)

96.88 (100/93.75)

135 (14/121)

90.60 (93.33/90.30)


40936_at

31 (15/16)

96.88 (93.75/100)

140 (12/128)

93.96 (80/95.52)


41286_at

30 (15/15)

93.75 (93.75/93.75)

121 (13/108)

81.21 (86.67/80.60)


41402_at

31 (16/15)

96.88 (100/93.75)

123 (13/110)

82.55 (86.67/82.09)


575_s_at

32 (16/16)

100 (100/100)

141 (14/127)

94.64 (93.33/94.78)


988_at

30 (15/15)

93.75 (93.75/93.75)

132 (13/119)

88.59 (86.67/88.81)


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

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