Table 2.
Model | Validation dataset | |||||
---|---|---|---|---|---|---|
AUC | 95%CI | Repeated 10-fold | P valuea | P valuea | R2b | |
Epidemiology model c | 0.563 | 0.529–0.597 | 0.586 | 9.03E-26 | ------d | 0.016 |
Epidemiology + 2 host SNPs modele | 0.619 | 0.585–0.652 | 0.631 | 9.37E-23 | 1.85E-03 | 0.031 |
Epidemiology + 2 host SNPs + 3 EBV SNPs modelf | 0.772 | 0.745–0.800 | 0.770 | ------d | 9.03E-26 | 0.174 |
AUC area under the curve, CI confidence interval, repeated 10-fold, average AUC from repeated 10-fold cross-validation.
a The P value was calculated using a two-sided Delong’s test.
b McFadden’s Pseudo-R2.
c Epidemiological model: smoking, salted-fish consumption, education and family history of NPC.
d “–” is a reference model.
e 2 Host SNPs: rs2860580, rs2894207.
f 3 EBV SNPs: EBV162215, EBV162476 and EBV163364.