Table 5:
Comparison of AUCs on test set
| Data Set | Best Baseline Model | Best Transformed Variable Model | p-value | ||
|---|---|---|---|---|---|
| AUC | 95% CI | AUC | 95% CI | ||
| Regular | 0.63 | 0.60, 0.65 | 0.70 | 0.67, 0.72 | <0.00001 |
| Pooled | 0.63 | 0.61, 0.64 | 0.69 | 0.67, 0.70 | <0.00001 |
Comparison of AUCs on test set
| Data Set | Best Baseline Model | Best Transformed Variable Model | p-value | ||
|---|---|---|---|---|---|
| AUC | 95% CI | AUC | 95% CI | ||
| Regular | 0.63 | 0.60, 0.65 | 0.70 | 0.67, 0.72 | <0.00001 |
| Pooled | 0.63 | 0.61, 0.64 | 0.69 | 0.67, 0.70 | <0.00001 |