Table 1

Linear classification models separating male from female subjects within each diagnostic group
Model Stand. coeff. Assigned male Assigned female Total Accuracy NPV PPV Specificity Sensitivity
Healthy Ctrl
mHC vs fHC at T0 Il-2 T0 −0.81 19 2 21 True male 0.87 0.90 0.78 0.90 0.78
Il-23 T0 1.14 2 7 9 True Female
mHC vs fHC at T0-T2 Il-2 T1 −0.72 19 2 21 True male 0.90 0.95 0.80 0.90 0.89
Il-5 T1 −0.59 1 8 9 True Female
Il-23 T0 1.24
CFS
mCFS vs fCFS at T0 Il-8 T0 1.00 7 5 12 True male 0.68 0.78 0.62 0.58 0.80
2 8 10 True Female
mCFS vs fCFS at T0-T2 TNFb T2 −0.91 8 4 12 True male 0.77 0.89 0.69 0.67 0.90
Il-6 T1 −0.83 1 9 10 True Female
Il-8 T0 1.75
GWI
mGWI vs fGWI at T0 NA NA NA NA NA NA
mGWI vs fGWI at T0-T2 Il-2 T2 −1.51 19 1 20 True male 0.87 0.86 0.88 0.95 0.70
IL-1a T0 0.60 3 7 10 True Female
IL-1a T1 −1.08
Il-6 T1 0.84
Il-10 T1 1.36

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

Smylie et al.

Smylie et al. BMC Immunology 2013 14:29   doi:10.1186/1471-2172-14-29

Open Data