Regression on Wine UCI (test)
0.61RMSEMNF
Evaluation Results
| Method | Links | |
|---|---|---|
| MNF2021.02 | 0.61 | |
| MCD2021.02 | 0.61 | |
| VD2021.02 | 0.62 | |
| VMG2021.02 | 0.63 | |
| VSD2021.02 | 0.63 | |
| SGPR + HMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.11 | 0.635 | |
| SGPRM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.11 | 0.636 | |
| BBB2021.02 | 0.64 | |
| D.E2021.02 | 0.64 | |
| GPR + HMCM (Number of inducing points)=N/A (Full GP), q(theta) (Posterior approximation configuration)=-2022.11 | 0.64 | |
| SVGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.11 | 0.641 | |
| JointHMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.11 | 0.641 | |
| FBGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form (Z, theta)2022.11 | 0.642 | |
| SLANG2021.02 | 0.65 |