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Table 3 Linear classification models separating healthy female subjects from female subjects with GWI or CFS

From: A comparison of sex-specific immune signatures in Gulf War illness and chronic fatigue syndrome

 

Model

Stand. coeff.

Assigned HC

Assigned GWI or CFS

Total

 

Accuracy

NPV

PPV

Specificity

Sensitivity

Female GWI Subjects

           

GWI vs HC females at T0

NA

    

True HC female

NA

NA

NA

NA

NA

      

True GWI female

     

GWI vs HC females at T1

Il-5 T1

1.20

8

1

9

True HC female

0.84

0.80

0.89

0.89

0.80

 

Il-17 T1

−1.03

2

8

10

True GWI female

     

GWI vs HC females at T2

Il-23 T2

−1.00

8

1

9

True HC female

0.79

0.73

0.88

0.89

0.70

   

3

7

10

True GWI female

     

GWI vs HC females at T0-T2

Il-23 T2

−1.00

8

1

9

True HC female

0.84

0.80

0.89

0.89

0.80

 

Il-5 T1

0.99

2

8

10

True GWI female

     

Female CFS Subjects

           

CFS vs HC females at T0

Il-4 T0

−0.84

5

4

9

True HC female

0.74

0.83

0.69

0.56

0.90

 

Il-17 T0

0.77

1

9

10

True CFS female

     

CFS vs HC females at T1

Il-2 T1

−1.00

4

5

9

True HC female

0.63

0.67

0.62

0.44

0.80

   

2

8

10

True CFS female

     

CFS vs HC females at T2

Il-2 T2

−1.00

3

6

9

True HC female

0.68

1.00

0.63

0.33

1.00

   

0

10

10

True CFS female

     

CFS vs HC females at T0-T2

Il-2 T1

−1.00

4

5

9

True HC female

0.68

0.80

0.64

0.44

0.90

   

1

9

10

True CFS female

     

** All possible subsets

           

CFS vs HC females at T0-T2

IL-17_T1

1.00

8

1

9

True HC female

0.79

0.73

0.88

0.89

0.70

 

IL-10_T2

−1.68

3

7

10

True CFS female

     
  1. Performance values correspond to leave-one-out cross validation results.