Linear Regression on Synthetic Linear Regression
1MSEALR
Evaluation Results
| Method | Links | |
|---|---|---|
| ALRtheta=pi/4, sigma^2=1.02026.06 | 1 | |
| TOtheta=5pi/6, sigma^2=1.02026.06 | 1.01 | |
| TLtheta=2pi/3, sigma^2=0.12026.06 | 1.02 | |
| ALRtheta=pi/3, sigma^2=5.02026.06 | 1.03 | |
| ALRtheta=2pi/3, sigma^2=5.02026.06 | 1.04 | |
| ALRtheta=pi/6, sigma^2=5.02026.06 | 1.08 | |
| TOtheta=3pi/4, sigma^2=0.12026.06 | 1.1 | |
| LFTtheta=3pi/4, sigma^2=0.12026.06 | 1.1 | |
| TLtheta=5pi/6, sigma^2=1.02026.06 | 1.11 | |
| LFTtheta=pi/3, sigma^2=2.02026.06 | 1.12 | |
| ALRtheta=5pi/6, sigma^2=5.02026.06 | 1.12 | |
| TOtheta=pi/3, sigma^2=2.02026.06 | 1.13 | |
| TLtheta=pi/3, sigma^2=0.12026.06 | 1.14 | |
| TLtheta=pi/3, sigma^2=2.02026.06 | 1.16 | |
| ALRtheta=3pi/4, sigma^2=2.02026.06 | 1.16 | |
| TLtheta=5pi/6, sigma^2=0.12026.06 | 1.2 | |
| ALRtheta=pi/4, sigma^2=2.02026.06 | 1.25 | |
| TLtheta=11pi/20, sigma^2=0.12026.06 | 1.28 | |
| ALRtheta=9pi/20, sigma^2=2.02026.06 | 1.29 | |
| ALRtheta=11pi/20, sigma^2=2.02026.06 | 1.29 | |
| TLtheta=pi/6, sigma^2=0.12026.06 | 1.3 | |
| LFTtheta=2pi/3, sigma^2=2.02026.06 | 1.31 | |
| LFTtheta=pi/3, sigma^2=0.22026.06 | 1.32 | |
| TOtheta=2pi/3, sigma^2=2.02026.06 | 1.32 | |
| TOtheta=11pi/20, sigma^2=5.02026.06 | 1.33 | |
| LFTtheta=11pi/20, sigma^2=5.02026.06 | 1.33 | |
| TLtheta=11pi/20, sigma^2=5.02026.06 | 1.33 | |
| ALRtheta=pi/3, sigma^2=0.22026.06 | 1.35 | |
| TOtheta=9pi/20, sigma^2=5.02026.06 | 1.35 | |
| LFTtheta=9pi/20, sigma^2=5.02026.06 | 1.35 | |
| TLtheta=9pi/20, sigma^2=5.02026.06 | 1.35 | |
| TLtheta=2pi/3, sigma^2=2.02026.06 | 1.35 | |
| ALRtheta=9pi/20, sigma^2=5.02026.06 | 1.36 | |
| ALRtheta=11pi/20, sigma^2=5.02026.06 | 1.36 | |
| TOtheta=pi/3, sigma^2=0.22026.06 | 1.38 | |
| LFTtheta=pi/3, sigma^2=1.02026.06 | 1.45 | |
| TOtheta=pi/3, sigma^2=1.02026.06 | 1.46 | |
| ALRtheta=2pi/3, sigma^2=0.22026.06 | 1.49 | |
| LFTtheta=2pi/3, sigma^2=1.02026.06 | 1.53 | |
| LFTtheta=2pi/3, sigma^2=0.22026.06 | 1.54 | |
| TOtheta=2pi/3, sigma^2=1.02026.06 | 1.54 | |
| LFTtheta=11pi/20, sigma^2=0.52026.06 | 1.57 | |
| LFTtheta=3pi/4, sigma^2=1.02026.06 | 1.59 | |
| TLtheta=pi/3, sigma^2=1.02026.06 | 1.61 | |
| LFTtheta=9pi/20, sigma^2=0.52026.06 | 1.63 | |
| TOtheta=2pi/3, sigma^2=0.22026.06 | 1.64 | |
| TLtheta=2pi/3, sigma^2=1.02026.06 | 1.69 | |
| TOtheta=3pi/4, sigma^2=1.02026.06 | 1.69 | |
| LFTtheta=5pi/6, sigma^2=0.52026.06 | 1.74 | |
| LFTtheta=2pi/3, sigma^2=0.52026.06 | 1.77 | |
| TOtheta=2pi/3, sigma^2=0.52026.06 | 1.79 | |
| LFTtheta=3pi/4, sigma^2=2.02026.06 | 1.8 | |
| LFTtheta=pi/6, sigma^2=0.52026.06 | 1.81 | |
| TLtheta=9pi/20, sigma^2=0.12026.06 | 1.83 | |
| TOtheta=3pi/4, sigma^2=2.02026.06 | 1.83 | |
| TLtheta=3pi/4, sigma^2=1.02026.06 | 1.9 | |
| LFTtheta=pi/4, sigma^2=2.02026.06 | 1.91 | |
| TLtheta=3pi/4, sigma^2=2.02026.06 | 1.91 | |
| TOtheta=5pi/6, sigma^2=0.52026.06 | 1.92 | |
| TOtheta=pi/4, sigma^2=2.02026.06 | 1.94 | |
| TLtheta=pi/4, sigma^2=2.02026.06 | 2.02 | |
| TOtheta=pi/6, sigma^2=0.52026.06 | 2.08 | |
| TLtheta=pi/6, sigma^2=0.52026.06 | 2.13 | |
| ALRtheta=pi/6, sigma^2=0.52026.06 | 2.14 | |
| ALRtheta=5pi/6, sigma^2=0.22026.06 | 2.2 | |
| TLtheta=5pi/6, sigma^2=0.52026.06 | 2.2 | |
| LFTtheta=pi/3, sigma^2=0.52026.06 | 2.21 | |
| TLtheta=2pi/3, sigma^2=0.52026.06 | 2.23 | |
| TOtheta=pi/3, sigma^2=0.52026.06 | 2.24 | |
| ALRtheta=11pi/20, sigma^2=0.52026.06 | 2.26 | |
| ALRtheta=9pi/20, sigma^2=0.52026.06 | 2.29 | |
| LFTtheta=pi/6, sigma^2=0.22026.06 | 2.3 | |
| ALRtheta=pi/6, sigma^2=0.22026.06 | 2.3 | |
| ALRtheta=pi/6, sigma^2=1.02026.06 | 2.32 | |
| ALRtheta=5pi/6, sigma^2=0.52026.06 | 2.38 | |
| LFTtheta=pi/4, sigma^2=1.02026.06 | 2.4 | |
| TLtheta=pi/3, sigma^2=0.22026.06 | 2.4 | |
| LFTtheta=5pi/6, sigma^2=0.22026.06 | 2.4 | |
| TLtheta=2pi/3, sigma^2=0.22026.06 | 2.43 | |
| TOtheta=pi/4, sigma^2=1.02026.06 | 2.46 | |
| LFTtheta=pi/4, sigma^2=5.02026.06 | 2.57 | |
| TOtheta=pi/4, sigma^2=5.02026.06 | 2.59 | |
| TOtheta=pi/6, sigma^2=0.22026.06 | 2.6 | |
| LFTtheta=3pi/4, sigma^2=5.02026.06 | 2.6 | |
| TLtheta=pi/4, sigma^2=5.02026.06 | 2.61 | |
| TOtheta=3pi/4, sigma^2=5.02026.06 | 2.61 | |
| TLtheta=3pi/4, sigma^2=5.02026.06 | 2.62 | |
| ALRtheta=5pi/6, sigma^2=1.02026.06 | 2.66 | |
| TLtheta=pi/4, sigma^2=0.12026.06 | 2.7 | |
| TOtheta=5pi/6, sigma^2=0.22026.06 | 2.7 | |
| TLtheta=pi/4, sigma^2=1.02026.06 | 2.75 | |
| TLtheta=pi/3, sigma^2=0.52026.06 | 2.77 | |
| ALRtheta=2pi/3, sigma^2=0.12026.06 | 2.8 | |
| TLtheta=3pi/4, sigma^2=0.12026.06 | 2.8 | |
| ALRtheta=5pi/6, sigma^2=2.02026.06 | 3.09 | |
| ALRtheta=3pi/4, sigma^2=5.02026.06 | 3.33 | |
| TOtheta=2pi/3, sigma^2=0.12026.06 | 3.4 | |
| LFTtheta=2pi/3, sigma^2=0.12026.06 | 3.4 | |
| TOtheta=9pi/20, sigma^2=0.22026.06 | 3.41 | |
| ALRtheta=pi/4, sigma^2=5.02026.06 | 3.45 |