Learning DAGs on Synthetic Larger DAGs v1 (test)
22SHDSparseRC
Evaluation Results
| Method | Links | |
|---|---|---|
| SparseRCNodes (d)=200, Samples (n)=5002023.05 | 22 | |
| SparseRCNodes (d)=1000, Samples (n)=50002023.05 | 26 | |
| SparseRCNodes (d)=500, Samples (n)=10002023.05 | 27 | |
| SparseRCNodes (d)=2000, Samples (n)=100002023.05 | 50 | |
| SparseRCNodes (d)=3000, Samples (n)=100002023.05 | 134 | |
| NOTEARSNodes (d)=200, Samples (n)=5002023.05 | 155 | |
| NOTEARSNodes (d)=500, Samples (n)=10002023.05 | 245 | |
| GOLEMNodes (d)=200, Samples (n)=5002023.05 | 281 | |
| NOTEARSNodes (d)=1000, Samples (n)=50002023.05 | 282 | |
| NOTEARSNodes (d)=2000, Samples (n)=100002023.05 | 489 | |
| GOLEMNodes (d)=500, Samples (n)=10002023.05 | 574 | |
| GOLEMNodes (d)=1000, Samples (n)=50002023.05 | 699 |