Regression on Yinyang d=2 data (5-fold cross-validation)
60Median SSES-Lspline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S-Lsplinenknots=632023.03 | 60 | 57 | 63.7 | |
| kNNParameter=neighbor=362023.03 | 60.1 | 57.1 | 63 | |
| S-Kernelnknots=63, Parameter=bandwidth = 4 r_hns2023.03 | 60.4 | 57.3 | 64.7 | |
| S-kNNnknots=76, Parameter=neighbor = 362023.03 | 60.9 | 58 | 63.9 | |
| SpecSeriesParameter=bandwidth = 0.12023.03 | 71.2 | 67.2 | 74.1 | |
| Fast-KRRParameter=sigma = 12023.03 | 115.9 | 108.4 | 124.2 | |
| LassoParameter=lambda = 0.0012023.03 | 1,354.8 | 1,311.4 | 1,391.9 | |
| RidgeParameter=lambda = 0.0012023.03 | 1,355.3 | 1,312 | 1,392.5 |