Table 1

Testing accuracies associated with the highest training accuracies under different feature selections for the MICC data set.

Feature Selection

Testing accuracy (mean value ± standard deviation, %)

NMSC

NBC

SVM

UDC


MSW-MSC

76.0 ± 3.4

75.1 ± 3.0

73.1 ± 4.5

73.6 ± 2.9

MMW-MSC

77.4 ± 2.9

75.9 ± 3.0

74.4 ± 2.3

74.8 ± 4.6

NBC-MSC

75.1 ± 3.1

73.2 ± 2.4

74.2 ± 4.1

75.2 ± 2.6

NMSC-MSC

75.0 ± 4.5

75.0 ± 2.9

74.0 ± 3.7

72.7 ± 3.9

DENFIS-MSC

76.9± 3.2

74.2 ± 3.4

74.9 ± 4.4

75.6 ± 2.8

SVMRFE

77.0 ± 4.2

73.9 ± 2.7

73.1 ± 4.0

74.4 ± 3.2

T-TEST

75.6 ± 2.6

76.4 ± 3.0

74.5 ± 3.1

75.9 ± 3.6

LOGICFS

54.4±1.5


Liu et al. BMC Genomics 2008 9(Suppl 1):S6   doi:10.1186/1471-2164-9-S1-S6

Open Data