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Table 1 Best hyperparameter setting

From: Wavelet image scattering based glaucoma detection

Data

 

WISN

  

Partitioning

Classification

Parameter

Image

F1-score

Scheme

Algorithm

Setting

Representation

(%)

Random

Support

\(s = 125\)

Gray Scale

98

 

Vector

\(q = [1,1]\)

  
 

Machine

   
 

Logistic

\(s = 125\)

Green Channel

85

 

Regression

\(q = [1,1]\)

  

Hospital

Support

\(s = 125\)

Gray Scale

89

 

Vector

\(q = [1,1]\)

  
 

Machine

   
 

Logistic

\(s = 125\)

Red Channel

82

 

Regression

\(q = [3,2]\)

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