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Table 5 Summary of simulation results for different block, when size = 20 and ρ = 0.6, under a normal scenario.

From: AucPR: An AUC-based approach using penalized regression for disease prediction with high-dimensional omics data

block

Method

Auc

Sensitivity

nIMS

nTMS

1

AucEN

0.86

0.55

12

14

 

AucL

0.85

0.55

10

12

 

LogEN

0.83

0.47

4

4

 

LogL

0.81

0.40

2

2

 

MSauc

0.81

0.40

1

4

3

AucEN

0.96

0.85

25

40

 

AucL

0.95

0.85

20

32

 

LogEN

0.95

0.85

16

16

 

LogL

0.94

0.75

8

8

 

MSauc

0.92

0.70

10

31