Model type | Smoking category | Training set | Test set | ||||
---|---|---|---|---|---|---|---|
AUC | Sensitivity | Specificity | AUC | Sensitivity | Specificity | ||
AHRR cg05575921 | Smoker vs. never smoker | 0.75 | 0.56 | 0.82 | 0.76 | 0.60 | 0.82 |
Binomial 4-CpG | Smoker vs. never smoker | 0.80 | 0.64 | 0.82 | 0.80 | 0.66 | 0.82 |
Multinomial 4-CpG | Cat. 1 Never smoker | 0.80 | 0.84 | 0.57 | 0.80 | 0.84 | 0.66 |
Cat. 2 Light smoker | 0.68 | 0.39 | 0.82 | 0.69 | 0.44 | 0.80 | |
Cat. 3 Heavy smoker | 0.89 | 0.56 | 0.97 | 0.88 | 0.52 | 0.97 |