Causal order recovery on Supermarket non-linear synthetic
1.56D_topMATS π
Evaluation Results
| Method | Links | |
|---|---|---|
| MATS πOutput representation=Causal order π, Number of runs=52024.12 | 1.56 | |
| TripletOutput representation=Classes of causal orders, Number of runs=52024.12 | 5 | |
| MATS MPDAGOutput representation=MPDAG, Number of runs=52024.12 | 6.45 | |
| NOTEARSOutput representation=CPDAG (from DAG), Number of runs=52024.12 | 8.08 | |
| GRaSPOutput representation=CPDAG, Number of runs=52024.12 | 10.83 | |
| BOSSOutput representation=CPDAG, Number of runs=52024.12 | 10.92 | |
| GOBNILPOutput representation=CPDAG, Number of runs=52024.12 | 11.5 | |
| PCOutput representation=CPDAG, Number of runs=52024.12 | 12.33 | |
| GESOutput representation=CPDAG, Number of runs=52024.12 | 12.5 |