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Table 4. 
Classification results using top 10 most stable discriminating ROI pairs
Linear SVM
 ControlsTinnitus
Controls 20.47% 79.53% 
Tinnitus 11.25% 88.75% 
Accuracy: 66.96% 
  
Linear discriminant
 ControlsTinnitus
Controls 30.73% 69.27% 
Tinnitus 19.16% 80.84% 
Accuracy: 64.85% 
  
Quadratic SVM
 ControlsTinnitus
Controls 31.73% 68.27% 
Tinnitus 24.72% 75.28% 
Accuracy: 61.38% 
  
Quadratic discriminant
 ControlsTinnitus
Controls 23.60% 76.40% 
Tinnitus 27.91% 72.09% 
Accuracy: 56.62% 
  
PLS-DA
 ControlsTinnitus
Controls 50.47% 49.53% 
Tinnitus 25.20% 74.80% 
Accuracy: 67.03% 
Linear SVM
 ControlsTinnitus
Controls 20.47% 79.53% 
Tinnitus 11.25% 88.75% 
Accuracy: 66.96% 
  
Linear discriminant
 ControlsTinnitus
Controls 30.73% 69.27% 
Tinnitus 19.16% 80.84% 
Accuracy: 64.85% 
  
Quadratic SVM
 ControlsTinnitus
Controls 31.73% 68.27% 
Tinnitus 24.72% 75.28% 
Accuracy: 61.38% 
  
Quadratic discriminant
 ControlsTinnitus
Controls 23.60% 76.40% 
Tinnitus 27.91% 72.09% 
Accuracy: 56.62% 
  
PLS-DA
 ControlsTinnitus
Controls 50.47% 49.53% 
Tinnitus 25.20% 74.80% 
Accuracy: 67.03% 

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

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