Table 7:
The result of comparison between two prediction models
| Model | Group | F1 Score | Accuracy | Recall | AUROC |
|---|---|---|---|---|---|
| Logistic regressive model | Middle-age group | 0.734 | 0.735 | 0.732 | 0.911 |
| Elder-age group | 0.728 | 0.747 | 0.709 | 0.875 | |
| LightGBM model | Middle-age group | 0.743 | 0.802 | 0.692 | 0.913 |
| Elder-age group | 0.751 | 0.784 | 0.721 | 0.883 |