DAG Learning on Synthetic log-linear complex structures p=10, d=2
2SHDH-MRS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-MRSnumber of nodes (p)=10, maximum in-degree (d)=22026.04 | 2 | 100 | 81.8 | 90 | |
| GESnumber of nodes (p)=10, maximum in-degree (d)=22026.04 | 12 | 60 | 54.5 | 57.1 | |
| PCnumber of nodes (p)=10, maximum in-degree (d)=22026.04 | 13 | 45 | 81.8 | 58.1 | |
| DirectLiNGAMnumber of nodes (p)=10, maximum in-degree (d)=22026.04 | 13 | 25 | 42.9 | 31.6 |