Table 4. Summary of results.
With PDC | Without PDC | |||
---|---|---|---|---|
Model | Stratification (top 10%) | AUC | Stratification (top 10%) | AUC |
Logistic Regression | 35.37 | 0.7530 | 33.12 | 0.7325 |
Decision Tree | 13.18 | 0.5216 | 16.39 | 0.5347 |
Random Forest | 28.61 | 0.7384 | 28.61 | 0.7218 |
XGB | 32.79 | 0.7656 | 31.83 | 0.7382 |