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Table 5 Non-Breast Cancer 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

9.2

6.6

2.0

17.8

0.982

pLPS3

8.4

6.4

3.0

17.8

0.945

Logic

14.0

5.2

5.0

24.2

0.956

SPLR

17.2

20.6

5.6

43.4

0.962

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