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Table 5 Average and standard error of accuracy from 5-fold cross validation based on 10 runs.

From: TSG: a new algorithm for binary and multi-class cancer classification and informative genes selection

 

TSG

k-TSP

TSP

Dataset

Average

Standard error

Average

Standard error

Average

Standard error

CNS

81.1

1.61

77.0

1.48

67.0

2.48

Colon

84.8

0.85

87.4

0.31

86.7

1.85

DLBCL

95.2

0.69

94.6

0.88

92.9

2.25

GCM

81.7

0.66

81.9

0.41

76.0

1.04

Leukemia

93.7

0.75

91.8

1.13

89.4

1.56

Lung

100

0

98.6

0.15

96.3

0.69

Prostate1

90.2

0.72

91

0.75

89.3

1.27

Prostate2

74.4

0.6

77.9

0.69

70.4

2.25

Prostate3

100

0

95.4

0.79

95.1

1.44

Average

89.0

 

88.4

 

84.8

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