Prescription rate prediction on London Prescription Outcomes (Opioids) (Ten-fold cross-validation)
0.85R2 ScoreUST-GNN
Evaluation results
| Method | Links | |
|---|---|---|
| UST-GNNMethod Category=Proposed Method2025.04 | 0.85 | |
| Geo-XGBOOST(Spatial weight matrix)Spatial Representation=Spatial weight matrix2025.04 | 0.751 | |
| Geo-LightGBM (Spatial weight matrix)Spatial Representation=Spatial weight matrix2025.04 | 0.735 | |
| GWRMethod Category=Statistical Baseline2025.04 | 0.691 | |
| SLMMethod Category=Statistical Baseline2025.04 | 0.677 | |
| Geo-XGBOOST(Coordinates)Spatial Representation=Coordinates2025.04 | 0.654 | |
| Geo-LightGBM (Coordinates)Spatial Representation=Coordinates2025.04 | 0.627 | |
| Random ForestMethod Category=Machine Learning Baseline2025.04 | 0.555 | |
| LightGBMMethod Category=Machine Learning Baseline2025.04 | 0.535 |