Prescription rate prediction on London Prescription Outcomes (Anxiety) (Ten-fold cross-validation)
0.853R2UST-GNN
Evaluation results
| Method | Links | |
|---|---|---|
| UST-GNNMethod Category=Proposed Method2025.04 | 0.853 | |
| Geo-XGBOOST(Spatial weight matrix)Spatial Representation=Spatial weight matrix2025.04 | 0.762 | |
| Geo-LightGBM (Spatial weight matrix)Spatial Representation=Spatial weight matrix2025.04 | 0.75 | |
| GWRMethod Category=Statistical Baseline2025.04 | 0.705 | |
| SLMMethod Category=Statistical Baseline2025.04 | 0.678 | |
| Geo-XGBOOST(Coordinates)Spatial Representation=Coordinates2025.04 | 0.662 | |
| Geo-LightGBM (Coordinates)Spatial Representation=Coordinates2025.04 | 0.655 | |
| Random ForestMethod Category=Machine Learning Baseline2025.04 | 0.599 | |
| LightGBMMethod Category=Machine Learning Baseline2025.04 | 0.586 |