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Table 6 Summary of Wilcoxon test based on the MAUCs

From: Boosting methods for multi-class imbalanced data classification: an experimental review

Algorithms

AdaBoost.MH

SAMME

CatBoost

LogitBoost

GradientBoost

XGBoost

MEBoost

SMOTEBoost

RUSBoost

LightGBM

AdaC1

AdaC2

AdaC3

AdaCost

AdaBoost.MH

             

SAMME

 

            

CatBoost

   

 

 

LogitBoost

   

      

  

GradientBoost

  

 

         

XGBoost

     

    

  

MEBoost

      

       

SMOTEBoost

 

     

 

  

RUSBoost

        

     

LightGBM

         

    

AdaC1

          

   

AdaC2

           

  

AdaC3

            

 

AdaCost