Regression on ERICH
1.65R^2TabDDPM
Evaluation results
| Method | Links | |
|---|---|---|
| TabDDPMTraining Sample Size (N)=252024.06 | 1.65 | |
| TabDDPMTraining Sample Size (N)=502024.06 | 1.02 | |
| CTGANTraining Sample Size (N)=252024.06 | 0.87 | |
| TabsynTraining Sample Size (N)=252024.06 | 0.49 | |
| TabsynTraining Sample Size (N)=502024.06 | 0.44 | |
| Be-GReaTTraining Sample Size (N)=502024.06 | 0.38 | |
| Be-GReaTTraining Sample Size (N)=1002024.06 | 0.38 | |
| Be-GReaTTraining Sample Size (N)=252024.06 | 0.37 | |
| CTGANTraining Sample Size (N)=1002024.06 | 0.33 | |
| TabDDPMTraining Sample Size (N)=2002024.06 | 0.3 | |
| TabsynTraining Sample Size (N)=1002024.06 | 0.24 | |
| MALLM-GANTraining Sample Size (N)=252024.06 | 0.2 | |
| TabDDPMTraining Sample Size (N)=1002024.06 | 0.19 | |
| CTGANTraining Sample Size (N)=2002024.06 | 0.19 | |
| BeGReaTTraining Sample Size (N)=2002024.06 | 0.18 | |
| Real dataTraining Sample Size (N)=2002024.06 | 0.16 | |
| SMOTE*Training Sample Size (N)=252024.06 | 0.15 | |
| SMOTE*Training Sample Size (N)=1002024.06 | 0.15 | |
| TabsynTraining Sample Size (N)=2002024.06 | 0.14 | |
| TVAETraining Sample Size (N)=252024.06 | 0.13 | |
| TVAETraining Sample Size (N)=502024.06 | 0.11 | |
| TVAETraining Sample Size (N)=1002024.06 | 0.11 | |
| SMOTE*Training Sample Size (N)=502024.06 | 0.1 | |
| TVAETraining Sample Size (N)=2002024.06 | 0.08 | |
| MALLM-GANTraining Sample Size (N)=502024.06 | 0.07 | |
| SMOTE*Training Sample Size (N)=2002024.06 | 0.05 | |
| MALLM-GANTraining Sample Size (N)=1002024.06 | 0.02 | |
| MALLM-GANTraining Sample Size (N)=2002024.06 | 0.02 | |
| CTGANTraining Sample Size (N)=502024.06 | 0 | |
| Real dataTraining Sample Size (N)=502024.06 | -0.01 | |
| Real dataTraining Sample Size (N)=1002024.06 | -0.04 | |
| Real dataTraining Sample Size (N)=252024.06 | -0.23 |