Regression on Yinyang d=1000
91.6Median SSES-Kernel
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S-Kernelnknots=38, Parameter=bandwidth = 4 r_hns2023.03 | 91.6 | 81.6 | 103.5 | |
| S-kNNnknots=38, Parameter=neighbor = 362023.03 | 92.7 | 84.5 | 102.8 | |
| S-Lsplinenknots=382023.03 | 94.4 | 87.7 | 103.2 | |
| kNNParameter=neighbor=182023.03 | 204.5 | 192.3 | 221.9 | |
| SpecSeriesParameter=bandwidth = 22023.03 | 1,506.4 | 1,469.1 | 1,555.6 | |
| LassoParameter=λ = 0.01262023.03 | 1,556.8 | 1,515.4 | 1,607.9 | |
| RidgeParameter=λ = 7.942023.03 | 2,127 | 2,100.2 | 2,155.2 | |
| Fast-KRRParameter=σ = 0.12023.03 | 2,404 | 2,370 | 2,440.2 | |
| 3-layer MLP AEParameter=h = 50, λ = 1002023.03 | 2,737.9 | 2,692.8 | 2,777.6 |