Regression on Auto MPG (test)
0.85Test R^2STreeD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STreeDDepth=4, Thresholds=202026.06 | 0.85 | 0.94 | |
| CLARITreeDepth=4, Thresholds=202026.06 | 0.84 | 1 | |
| GUIDEDepth=4, Thresholds=202026.06 | 0.84 | 1 | |
| CholeskyTreeDepth=4, Thresholds=202026.06 | 0.83 | 1.06 | |
| CARTDepth=5, Thresholds=202026.06 | 0.82 | 0.78 | |
| GUIDEDepth=5, Thresholds=202026.06 | 0.81 | 0.83 | |
| CholeskyTreeDepth=5, Thresholds=202026.06 | 0.81 | 0.83 | |
| STreeDDepth=5, Thresholds=202026.06 | 0.8 | 0.87 | |
| STreeD-SDepth=4, Thresholds=202026.06 | 0.8 | 1.25 | |
| PILOTDepth=4, Thresholds=202026.06 | 0.8 | 1.25 | |
| M5Depth=4, Thresholds=202026.06 | 0.78 | 1.37 | |
| CLARITreeDepth=5, Thresholds=202026.06 | 0.77 | 1 |