Minority class representation on GM
0.33Minority Class PercentageCTGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| CTGANPrivacy=Non-DP2026.02 | 0.33 | |
| DP-CTGANepsilon=inf2026.02 | 0.119 | |
| DP-CTGANepsilon=52026.02 | 0.104 | |
| DP-CTGANepsilon=102026.02 | 0.0896 | |
| OriginalStatus=Real Data2026.02 | 0.0668 | |
| GaussPrivacy=Non-DP2026.02 | 0.0668 | |
| TabDiffPrivacy=Non-DP2026.02 | 0.0632 | |
| DP-CTGANepsilon=12026.02 | 0.0414 | |
| DP-TVAEepsilon=inf2026.02 | 0.0275 | |
| TVAEPrivacy=Non-DP2026.02 | 0.0186 | |
| DP-TVAEepsilon=12026.02 | 0.0064 | |
| DP-TVAEepsilon=102026.02 | 0.0015 | |
| DP-TVAEepsilon=52026.02 | 0.0002 |