Disease Trajectory Forecasting On Uk Cf Trust
Metrics
AUC (ABPA)
AUC (Aspergillus)
AUC (Diabetes)
AUC (E. Coli)
AUC (I. Obstruction)
AUC (K. Pneumonia)
I. Obstruction
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | AUC (ABPA) | AUC (Aspergillus) | AUC (Diabetes) | AUC (E. Coli) | AUC (I. Obstruction) | AUC (K. Pneumonia) | I. Obstruction |
|---|---|---|---|---|---|---|---|
| retain-an-interpretable-predictive-model-for | 0.685 | 0.641 | 0.764 | 0.697 | 0.578 | 0.715 | 0.578 |
| forecasting-individualized-disease | 0.687 | 0.640 | 0.771 | 0.701 | 0.577 | 0.718 | 0.577 |
| Model 3 | 0.657 | 0.601 | 0.751 | 0.656 | 0.553 | 0.685 | - |