DAG Learning on Synthetic log-linear complex structures (p=20, d=2)
3SHDH-MRS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-MRSnumber of nodes (p)=20, maximum in-degree (d)=22026.04 | 3 | 100 | 62.5 | 76.9 | |
| GESnumber of nodes (p)=20, maximum in-degree (d)=22026.04 | 17 | 30.8 | 50 | 38.1 | |
| PCnumber of nodes (p)=20, maximum in-degree (d)=22026.04 | 28 | 22.2 | 100 | 36.4 | |
| DirectLiNGAMnumber of nodes (p)=20, maximum in-degree (d)=22026.04 | 63 | 29.3 | 43.6 | 35.1 |