Table 12. Classification results of proposed SSC model.
| Data Distribution | Accuracy | Target | Precision | Recall | F1 |
|---|---|---|---|---|---|
| Original Data | 0.98 | No Condition | 0.99 | 0.99 | 0.99 |
| Hypothyroid | 0.98 | 0.93 | 0.95 | ||
| Increased binding protein | 0.96 | 0.99 | 0.97 | ||
| Compensated hypothyroid | 0.90 | 0.85 | 0.87 | ||
| Concurrent non-thyroidal illness | 0.96 | 0.99 | 0.97 | ||
| Macro Average | 0.95 | 0.95 | 0.95 | ||
| Down-Sampled Data | 0.995 | No Condition | 1.00 | 0.98 | 0.99 |
| Hypothyroid | 1.00 | 1.00 | 1.00 | ||
| Increased binding protein | 1.00 | 1.00 | 1.00 | ||
| Compensated hypothyroid | 1.00 | 1.00 | 1.00 | ||
| Concurrent non-thyroidal illness | 0.98 | 1.00 | 0.99 | ||
| Macro Average | 1.00 | 1.00 | 1.00 |