List your company
ResearchFormerly WizWand

Regression on Insurance (R^2)

5.26R^2TabDDPM
-0.18961.22522.644.0548Jun 15, 2024
Updated 6mo ago

Evaluation results

MethodLinks
TabDDPMTraining Sample Size (N)=1002024.065.26
TabDDPMTraining Sample Size (N)=252024.063.75
Real dataTraining Sample Size (N)=2002024.060.83
Real dataTraining Sample Size (N)=1002024.060.82
SMOTE*Training Sample Size (N)=252024.060.8
SMOTE*Training Sample Size (N)=502024.060.8
SMOTE*Training Sample Size (N)=1002024.060.8
SMOTE*Training Sample Size (N)=2002024.060.79
TabPFNTraining Sample Size (N)=2002024.060.79
Real dataTraining Sample Size (N)=502024.060.78
MALLM-GANTraining Sample Size (N)=502024.060.77
TabsynTraining Sample Size (N)=2002024.060.76
TabsynTraining Sample Size (N)=502024.060.75
TabsynTraining Sample Size (N)=1002024.060.75
TabPFNTraining Sample Size (N)=502024.060.72
MALLM-GANTraining Sample Size (N)=1002024.060.72
BeGReaTTraining Sample Size (N)=2002024.060.72
TabPFNTraining Sample Size (N)=1002024.060.71
MALLM-GANTraining Sample Size (N)=2002024.060.69
Be-GReaTTraining Sample Size (N)=502024.060.68
TabDDPMTraining Sample Size (N)=502024.060.63
TVAETraining Sample Size (N)=2002024.060.62
MALLM-GANTraining Sample Size (N)=252024.060.61
TabDDPMTraining Sample Size (N)=2002024.060.56
Be-GReaTTraining Sample Size (N)=1002024.060.54
Real dataTraining Sample Size (N)=252024.060.52
CTGANTraining Sample Size (N)=502024.060.48
TVAETraining Sample Size (N)=1002024.060.39
TVAETraining Sample Size (N)=502024.060.37
CTGANTraining Sample Size (N)=252024.060.31
TabPFNTraining Sample Size (N)=252024.060.31
TabsynTraining Sample Size (N)=252024.060.3
Be-GReaTTraining Sample Size (N)=252024.060.22
CTGANTraining Sample Size (N)=2002024.060.12
CTGANTraining Sample Size (N)=1002024.060.09
TVAETraining Sample Size (N)=252024.060.02