Table 4 All the configurations of the models discussed in the results.

From: Enhancing histopathological image classification of invasive ductal carcinoma using hybrid harmonization techniques

ID

Standard scaling

Robust scaling

ComBat for outliers

SMOTENN

Down sampling

Harmonization by patch

Harmonization by patch by class

Configuration 1

 

x

     

Configuration 2

x

      

Configuration 3

x

 

x

    

Configuration 4

x

   

x

  

Configuration 5

x

  

x

   

Configuration 6

x

 

x

x

   

Configuration 7

x

  

x

 

x

 

Configuration 8

x

 

x

x

 

x

 

Configuration 9

x

 

x

x

  

x

Configuration 10

x

  

x

  

x

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