Regression on Yacht UCI (20% test)
0.353RMSEGPR + HMC
Evaluation results
| Method | Links | |
|---|---|---|
| GPR + HMCM (Number of inducing points)=N/A (Full GP), q(theta) (Posterior approximation configuration)=-2022.11 | 0.353 | |
| SGPR + HMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.11 | 0.387 | |
| SGPRM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.11 | 0.412 | |
| FBGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form (Z, theta)2022.11 | 0.569 | |
| SVGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.11 | 0.606 | |
| JointHMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.11 | 0.794 |