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Table 4 Evaporation data set: Cross-validation score for standard CCA, Robust CCA, Sparse CCA and Robust Sparse CCA

From: Robust sparse canonical correlation analysis

Method

  

CV-score

 

CV-score

   

0 % Trimming

 

10 % Trimming

CCA

  

0.74

 

0.49

Robust CCA

  

0.57

 

0.39

Sparse CCA

  

0.57

 

0.41

Robust Sparse CCA

  

0.48

 

0.31

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BMC Systems Biology

ISSN: 1752-0509

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