Avoiding Undesired Future (AUF) on SynLrExp
82.8Success ProbabilityGrad-Rh (true graph)
Evaluation results
| Method | Links | |
|---|---|---|
| Grad-Rh (true graph)Graph source=True graph, Sample size=10002026.05 | 82.8 | |
| OLEM-RhGraph source=Learned from data, Sample size=10002026.05 | 78.5 | |
| QWZ23 (true graph)Graph source=True graph, Sample size=10002026.05 | 76.8 | |
| Grad-Rh w/OLEM+prunGraph source=Learned from data, Graph learning algorithm=OLEM+prun, Sample size=10002026.05 | 76.1 | |
| OLEM-Rh w/CaPSGraph source=Learned from data, Order-learning component=CaPS, Sample size=10002026.05 | 75 | |
| Grad-Rh w/CaPSGraph source=Learned from data, Graph learning algorithm=CaPS, Sample size=10002026.05 | 70.5 | |
| Grad-Rh w/GESGraph source=Learned from data, Graph learning algorithm=GES, Sample size=10002026.05 | 59 | |
| Grad-Rh w/NOTEARSGraph source=Learned from data, Graph learning algorithm=NOTEARS, Sample size=10002026.05 | 39.6 |