Avoiding Undesired Future (AUF) on SynNlrExp
0.851Success ProbabilityGrad-Rh (true graph)
Evaluation results
| Method | Links | |
|---|---|---|
| Grad-Rh (true graph)Graph source=True graph, Sample size=10002026.05 | 0.851 | |
| OLEM-RhGraph source=Learned from data, Sample size=10002026.05 | 0.844 | |
| Grad-Rh w/OLEM+prunGraph source=Learned from data, Graph learning algorithm=OLEM+prun, Sample size=10002026.05 | 0.84 | |
| Grad-Rh w/CaPSGraph source=Learned from data, Graph learning algorithm=CaPS, Sample size=10002026.05 | 0.839 | |
| Grad-Rh w/NOTEARSGraph source=Learned from data, Graph learning algorithm=NOTEARS, Sample size=10002026.05 | 0.831 | |
| Grad-Rh w/GESGraph source=Learned from data, Graph learning algorithm=GES, Sample size=10002026.05 | 0.829 | |
| OLEM-Rh w/CaPSGraph source=Learned from data, Order-learning component=CaPS, Sample size=10002026.05 | 0.808 | |
| QWZ23 (true graph)Graph source=True graph, Sample size=10002026.05 | 0.804 |