Regression on Synthetic Example n=10D
99.7Q² (Additive Component)MaxMod algorithm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MaxMod algorithmTotal dimensions (D)=20, Number of active dimensions (d)=2, Active dimensions=(1, 2), Knots per dimension=(5, 3)2022.05 | 99.7 | 99.8 | |
| MaxMod algorithmTotal dimensions (D)=10, Number of active dimensions (d)=2, Active dimensions=(1, 2), Knots per dimension=(4, 3)2022.05 | 99.5 | 99.8 | |
| MaxMod algorithmTotal dimensions (D)=20, Number of active dimensions (d)=3, Active dimensions=(1, 2, 3), Knots per dimension=(4, 4, 3)2022.05 | 99 | 99.9 | |
| MaxMod algorithmTotal dimensions (D)=10, Number of active dimensions (d)=3, Active dimensions=(1, 2, 3), Knots per dimension=(5, 5, 3)2022.05 | 97.8 | 99.8 | |
| MaxMod algorithmTotal dimensions (D)=20, Number of active dimensions (d)=5, Active dimensions=(1, 2, 3, 4, 5), Knots per dimension=(5, 4, 3, 3, 2)2022.05 | 96 | 99.7 | |
| MaxMod algorithmTotal dimensions (D)=10, Number of active dimensions (d)=5, Active dimensions=(1, 2, 3, 4, 5), Knots per dimension=(4, 4, 4, 3, 2)2022.05 | 91.4 | 99.8 |