Regression on Yacht (test)
0.99Test R^2CLARITree
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLARITreeDepth=5, Thresholds=202026.06 | 0.99 | — | — | — | 1 | |
| STreeDDepth=5, Thresholds=202026.06 | 0.99 | — | — | — | 1 | |
| GUIDEDepth=5, Thresholds=202026.06 | 0.99 | — | — | — | 1 | |
| CholeskyTreeDepth=5, Thresholds=202026.06 | 0.99 | — | — | — | 1 | |
| CARTDepth=5, Thresholds=202026.06 | 0.99 | — | — | — | 1 | |
| Cross-Validated (CV) modelN (sample size)=308, D (data dimensionality)=6, I (number of basis functions per dimension)=2, R (CPD rank)=62025.12 | — | 0.358 | 0.615 | — | — | |
| Feature Learning (FL) modelN (sample size)=308, D (data dimensionality)=6, I (number of basis functions per dimension)=2, R (CPD rank)=62025.12 | — | 0.112 | 0.149 | — | — | |
| IDS2026.01 | — | — | — | 2.01 | — | |
| LOF+IDS2026.01 | — | — | — | 1.904 | — | |
| RDS2026.01 | — | — | — | 1.047 | — | |
| ROIDSSignificant vs IDS=true2026.01 | — | — | — | 1.55 | — |