Table 2.
Accuracy of prediction in each model.
| Features | AUC | Accuracy |
|---|---|---|
| Profile | 0.562 | 0.548 |
| Profile + ICD10 | 0.562 | 0.557 |
| Profile + ICD10 + YJCode | 0.613 | 0.594 |
| Profile + ICD10 + Blood Tests (latest) | 0.644 | 0.606 |
|
Profile + ICD10 + YJCode +Blood Tests (latest and longitudinal) |
0.656 | 0.610 |
|
Profile + ICD10 + YJCode +Blood Tests (latest and longitudinal) +Urinary Tests (latest and longitudinal) |
0.729 | 0.691 |
|
Profile + ICD10 + YJCode +Blood Tests (latest and longitudinal) +Urinary Tests (latest and longitudinal) +Current Disease + Disease History |
0.743 | 0.701 |
AUC: area under the curve; ICD10: 10th revision of the International Statistical Classification of Diseases and Related Health Problems, YJ code: national health insurance drug list code.