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Table 3 5-fold cross validation for AUC

From: Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome

 

Elastic net

ISIS, d=50

ISIS, d=25

The number of selected variables

9.6

1.6

1.6

 

(2.51)

(0.55)

(0.55)

Average of AUC

0.6011

0.6219

0.6197

Average of multiclass AUC

0.6249

0.6358

0.6441