Regression on Insurance (R^2)
5.26R^2TabDDPM
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDDPMTraining Sample Size (N)=1002024.06 | 5.26 | |
| TabDDPMTraining Sample Size (N)=252024.06 | 3.75 | |
| Real dataTraining Sample Size (N)=2002024.06 | 0.83 | |
| Real dataTraining Sample Size (N)=1002024.06 | 0.82 | |
| SMOTE*Training Sample Size (N)=252024.06 | 0.8 | |
| SMOTE*Training Sample Size (N)=502024.06 | 0.8 | |
| SMOTE*Training Sample Size (N)=1002024.06 | 0.8 | |
| SMOTE*Training Sample Size (N)=2002024.06 | 0.79 | |
| TabPFNTraining Sample Size (N)=2002024.06 | 0.79 | |
| Real dataTraining Sample Size (N)=502024.06 | 0.78 | |
| MALLM-GANTraining Sample Size (N)=502024.06 | 0.77 | |
| TabsynTraining Sample Size (N)=2002024.06 | 0.76 | |
| TabsynTraining Sample Size (N)=502024.06 | 0.75 | |
| TabsynTraining Sample Size (N)=1002024.06 | 0.75 | |
| TabPFNTraining Sample Size (N)=502024.06 | 0.72 | |
| MALLM-GANTraining Sample Size (N)=1002024.06 | 0.72 | |
| BeGReaTTraining Sample Size (N)=2002024.06 | 0.72 | |
| TabPFNTraining Sample Size (N)=1002024.06 | 0.71 | |
| MALLM-GANTraining Sample Size (N)=2002024.06 | 0.69 | |
| Be-GReaTTraining Sample Size (N)=502024.06 | 0.68 | |
| TabDDPMTraining Sample Size (N)=502024.06 | 0.63 | |
| TVAETraining Sample Size (N)=2002024.06 | 0.62 | |
| MALLM-GANTraining Sample Size (N)=252024.06 | 0.61 | |
| TabDDPMTraining Sample Size (N)=2002024.06 | 0.56 | |
| Be-GReaTTraining Sample Size (N)=1002024.06 | 0.54 | |
| Real dataTraining Sample Size (N)=252024.06 | 0.52 | |
| CTGANTraining Sample Size (N)=502024.06 | 0.48 | |
| TVAETraining Sample Size (N)=1002024.06 | 0.39 | |
| TVAETraining Sample Size (N)=502024.06 | 0.37 | |
| CTGANTraining Sample Size (N)=252024.06 | 0.31 | |
| TabPFNTraining Sample Size (N)=252024.06 | 0.31 | |
| TabsynTraining Sample Size (N)=252024.06 | 0.3 | |
| Be-GReaTTraining Sample Size (N)=252024.06 | 0.22 | |
| CTGANTraining Sample Size (N)=2002024.06 | 0.12 | |
| CTGANTraining Sample Size (N)=1002024.06 | 0.09 | |
| TVAETraining Sample Size (N)=252024.06 | 0.02 |