Causal Discovery on Scenario S1 (n=30) synthetic (test)
8FDRNSCSL-DE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NSCSL-DENumber of variables (p)=5, Graph Model=ER Model, Sample size (n)=302023.01 | 8 | 95 | 0.72 | |
| NSCSL-TENumber of variables (p)=5, Graph Model=ER Model, Sample size (n)=302023.01 | 9 | 95 | 0.64 | |
| LiNGAMNumber of variables (p)=5, Graph Model=ER Model, Sample size (n)=302023.01 | 31 | 78 | 2.3 | |
| NOTEARSNumber of variables (p)=5, Graph Model=ER Model, Sample size (n)=302023.01 | 39 | 96 | 2.56 | |
| PCNumber of variables (p)=5, Graph Model=ER Model, Sample size (n)=302023.01 | 53 | 47 | 3.12 |