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Table 6 Breast cancer survival data: Summary of results from five-fold cross validation

From: The partitioned LASSO-patternsearch algorithm with application to gene expression data

Methods

# Gene

# Para

q

Total

AUC

pLPS

10.0

6.8

2.0

18.8

0.824

pLPS3

10.2

6.6

3.0

19.8

0.780

Logic

4.4

2.6

3.8

10.8

0.721

SPLR

19.4

20.6

5.0

45.0

0.793

  1. “Total” sums the number of selected genes, the number of non-zero coefficients, and the highest order of interactions. AUC indicates the area under the ROC curve.