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Table 4 Summary of simulation results for different ρ, when size = 5 and block = 1, under a normal scenario.

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

ρ

Method

Auc

Sensitivity

nIMS

nTMS

0.3

AucEN

0.81

0.45

3

12

 

AucL

0.81

0.45

3

6

 

LogEN

0.85

0.50

3

3

 

LogL

0.85

0.50

2

2

 

MSauc

0.82

0.45

2

6

0.9

AucEN

0.81

0.45

3

4

 

AucL

0.81

0.45

2

2

 

LogEN

0.80

0.40

2

2

 

LogL

0.80

0.40

1

1

 

MSauc

0.79

0.40

1

3

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BMC Genomics

ISSN: 1471-2164

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