DAG Learning on Synthetic log-linear complex structures (p=30, d=2)
15SHDH-MRS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-MRSnumber of nodes (p)=30, maximum in-degree (d)=22026.04 | 15 | 76 | 73.1 | 74.5 | |
| GESnumber of nodes (p)=30, maximum in-degree (d)=22026.04 | 38 | 42.3 | 49.8 | 45.6 | |
| PCnumber of nodes (p)=30, maximum in-degree (d)=22026.04 | 47 | 31.9 | 72 | 43.9 | |
| DirectLiNGAMnumber of nodes (p)=30, maximum in-degree (d)=22026.04 | 69 | 32.8 | 41.7 | 36.7 |