Regression on Concrete UCI (20% test)
4.864RMSEGPR + HMC
Evaluation results
| Method | Links | |
|---|---|---|
| GPR + HMCM (Number of inducing points)=N/A (Full GP), q(theta) (Posterior approximation configuration)=-2022.11 | 4.864 | |
| SGPR + HMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.11 | 5.402 | |
| SGPRM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.11 | 5.459 | |
| JointHMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.11 | 5.612 | |
| SVGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.11 | 5.617 | |
| FBGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form (Z, theta)2022.11 | 6.084 |