Table 1 The composition details of chronic disease datasets.
From: A novel early diagnostic framework for chronic diseases with class imbalance
Datasets | Features | Samples | Positive:Negative | Missing |
|---|---|---|---|---|
CKD | 24 | 400 | 1:0.6 | No |
PIDD | 8 | 768 | 1:1.87 | No |
T2DM | 40 | 5642 | 1:11.19 | Yes |
CVD | 11 | 70000 | 1:1.001 | No |
Heart | 13 | 1025 | 1:0.95 | No |
GDM | 83 | 1000 | 1:1.13 | Yes |
Fra_Heart | 15 | 4240 | 1:5.58 | Yes |
Hep | 19 | 155 | 1:0.24 | Yes |
BCW | 10 | 699 | 1:1.9 | Yes |
Pri_hyper | 33 | 9091 | 1:1.13 | No |
Pri_diab | 28 | 14,525 | 1:12.78 | No |
