Regression on Noisy Yinyang d=1000
313.5Median SSES-Kernel
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S-KernelNumber of knots=28, Parameter=bandwidth = 2 rhns2023.03 | 313.5 | 293.2 | 331.1 | |
| S-kNNNumber of knots=28, Parameter=neighbor = 152023.03 | 352.9 | 332.4 | 376.7 | |
| S-LsplineNumber of knots=57, Parameter=-2023.03 | 376.5 | 354.3 | 399.2 | |
| kNNNumber of knots=-, Parameter=neighbor=182023.03 | 440.8 | 420.4 | 463 | |
| SpecSeriesNumber of knots=-, Parameter=bandwidth = 22023.03 | 1,532 | 1,490.7 | 1,563.2 | |
| LassoNumber of knots=-, Parameter=λ = 0.022023.03 | 2,029.2 | 1,988.7 | 2,071 | |
| RidgeNumber of knots=-, Parameter=λ = 6.312023.03 | 2,139.1 | 2,102.6 | 2,171.1 | |
| Fast-KRRNumber of knots=-, Parameter=σ = 0.12023.03 | 2,584.6 | 2,556.3 | 2,624.5 | |
| 3-layer MLP AENumber of knots=-, Parameter=h = 20, λ = 1002023.03 | 2,785.1 | 2,739.2 | 2,821.6 |