Regression on Clinical Triage Dataset Simplified MEWS Score target stratified 75/25 (test)
0.98R^2RF
Evaluation results
| Method | Links | |
|---|---|---|
| RFModel Size (Nodes)=(1.19 ± 0.77) × 10^52025.12 | 0.98 | |
| DTModel Size (Nodes)=206.44 ± 8.402025.12 | 0.98 | |
| PSTreeModel Size (Nodes)=815.36 ± 169.992025.12 | 0.85 | |
| BrushModel Size (Nodes)=45.00 ± 20.422025.12 | 0.74 | |
| FEATModel Size (Nodes)=31.28 ± 20.132025.12 | 0.65 | |
| LR L2Model Size (Nodes)=303.0 ± 0.002025.12 | 0.43 |