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Table 3. 
Classification results using top 20 most discriminating ROI pairs
Linear SVM
 ControlsTinnitus
Controls 23.53% 76.47% 
Tinnitus 17.25% 82.75% 
Accuracy: 63.85% 
  
Linear discriminant
 ControlsTinnitus
Controls 34.07% 65.93% 
Tinnitus 29.00% 71.00% 
Accuracy: 59.21% 
  
Quadratic SVM
 ControlsTinnitus
Controls 32.93% 67.07% 
Tinnitus 24.44% 75.56% 
Accuracy: 61.96% 
  
Quadratic discriminant
 ControlsTinnitus
Controls 7.13% 92.87% 
Tinnitus 7.81% 92.19% 
Accuracy: 65.04% 
  
PLS-DA
 ControlsTinnitus
Controls 52.47% 47.53% 
Tinnitus 31.31% 68.69% 
Accuracy: 63.51% 
Linear SVM
 ControlsTinnitus
Controls 23.53% 76.47% 
Tinnitus 17.25% 82.75% 
Accuracy: 63.85% 
  
Linear discriminant
 ControlsTinnitus
Controls 34.07% 65.93% 
Tinnitus 29.00% 71.00% 
Accuracy: 59.21% 
  
Quadratic SVM
 ControlsTinnitus
Controls 32.93% 67.07% 
Tinnitus 24.44% 75.56% 
Accuracy: 61.96% 
  
Quadratic discriminant
 ControlsTinnitus
Controls 7.13% 92.87% 
Tinnitus 7.81% 92.19% 
Accuracy: 65.04% 
  
PLS-DA
 ControlsTinnitus
Controls 52.47% 47.53% 
Tinnitus 31.31% 68.69% 
Accuracy: 63.51% 

Note. Rows represent the true class and columns represent the predicted class.

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