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Table 2 The p-value of t-statistic under the evaluation model 2 on two real datasets.

From: The impact of sample imbalance on identifying differentially expressed genes

SR

2

3

4

5

7

Prostate

     

F

7.2e-030

9.0e-068

8.8e-089

7.1e-107

 

welch-t

1.8e-016

6.9e-056

5.6e-087

1.6e-110

 

sam

9.2e-034

4.7e-071

1.6e-099

9.0e-121

 

wilcoxon

1.6e-028

3.7e-070

5.2e-099

2.6e-123

 

Reg-t

1.2e-033

1.1e-073

1.3e-094

1.0e-113

 

Pan

2.1e-017

2.0e-054

5.5e-083

2.8e-112

 

Liver

     

F

1.6e-060

8.9e-111

1.2e-137

6.5e-147

1.6e-177

welch-t

3.2e-008

4.5e-049

1.8e-085

5.9e-106

1.6e-137

sam

1.3e-050

5.5e-099

1.1e-129

9.5e-142

2.0e-170

wilcoxon

3.4e-036

3.1e-089

3.1e-121

5.0e-136

8.9e-171

Reg-t

6.3e-062

1.4e-112

6.5e-138

8.6e-148

2.1e-178

Pan

3.1e-005

1.7e-039

1.3e-069

1.2e-094

6.5e-124