Prediction on SCM marginal shift
1ROC AUCMST
Evaluation Results
| Method | Links | |
|---|---|---|
| MSTBase synthesizer=Private-PGM, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR, Synthetic sample size (n_syn)=50002026.02 | 1 | |
| PRISM-GraphicalAllocation strategy=Unif, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR, Synthetic sample size (n_syn)=50002026.02 | 1 | |
| PRISM-GraphicalAllocation strategy=Opt, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR, Synthetic sample size (n_syn)=50002026.02 | 1 | |
| All FeaturesAllocation strategy=Unif, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR2026.02 | 1 | |
| PrivBayesBase synthesizer=DataSynthesizer, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR2026.02 | 0.977 | |
| Corr Top-kOracle type=Oracle, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR2026.02 | 0.942 | |
| PRISM-CausalAllocation strategy=Unif, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR, Synthetic sample size (n_syn)=50002026.02 | 0.713 | |
| PRISM-CausalAllocation strategy=Opt, Privacy budget (epsilon)=1.0, Evaluation protocol=TSTR, Synthetic sample size (n_syn)=50002026.02 | 0.71 | |
| Independence OnlyPrivacy budget (epsilon)=1.0, Evaluation protocol=TSTR2026.02 | 0.465 |