Dosage Policy Estimation (DPE) on Warfarin (test)
0.1Mean DPEADMIT
Evaluation results
| Method | Links | |
|---|---|---|
| ADMITValidation=5-fold cross-validation2026.05 | 0.1 | |
| S-Learner (TabICL)Validation=5-fold cross-validation2026.05 | 0.31 | |
| S-Learner (TabPFN)Validation=5-fold cross-validation, Dimensionality Reduction=PCA to 1002026.05 | 1.92 | |
| DRNetValidation=5-fold cross-validation2026.05 | 2.19 | |
| S-Learner (TabDPT)Validation=5-fold cross-validation2026.05 | 2.45 | |
| CCPFNValidation=5-fold cross-validation2026.05 | 2.91 | |
| GPSValidation=5-fold cross-validation2026.05 | 80.9 | |
| SCIGANValidation=5-fold cross-validation2026.05 | 150 | |
| EBCTValidation=5-fold cross-validation2026.05 | 1,400 | |
| VCNetValidation=5-fold cross-validation2026.05 | 1,800 | |
| NonparamDMLValidation=5-fold cross-validation2026.05 | 2,000 | |
| CausalForestValidation=5-fold cross-validation2026.05 | 2,010 |