Table 4.
Former < 5 year versus Former ≥ 5 year cessation time | Former < 10 year versus Former ≥ 10 year cessation time | Former < 15 year versus Former ≥ 15 year cessation time | |||||||
---|---|---|---|---|---|---|---|---|---|
Model building data set (N = 1332) | External validation | Model building data set (N = 1332) | External validation | Model building data set (N = 1332) | External validation | ||||
Model building | Fivefold cross-validation | KORA (N = 652) | Model building | Fivefold cross-validation | KORA (N = 652) | Model building | Fivefold cross-validation | KORA (N = 652) | |
Accuracya (95% CI) ± SD | 0.725 (0.700, 0.749) | 0.715 ± 0.020 | 0.830 (0.799, 0.858) | 0.730 (0.705, 0.753) | 0.721 ± 0.029 | 0.799 (0.766, 0.829) | 0.732 (0.707, 0.756) | 0.718 ± 0.016 | 0.759 |
Specificity | 0.715 | 0.691 ± 0.090 | 0.494 | 0.694 | 0.682 ± 0.063 | 0.471 | 0.663 | 0.644 ± 0.033 | 0.449 |
Sensitivity | 0.727 | 0.718 ± 0.026 | 0.879 | 0.740 | 0.733 ± 0.026 | 0.900 | 0.767 | 0.756 ± 0.015 | 0.902 |
AUC | 0.793 | 0.774 ± 0.024 | 0.760 | 0.778 | 0.766 ± 0.033 | 0.764 | 0.779 | 0.767 ± 0.020 | 0.754 |
Cross-validation analysis results are presented as mean ± standard deviation
AUC Area under the curve
aProportion accurately inferred smoking habits, 95% confidence interval (CI)