Causal order recovery on Climate non-linear synthetic
0.4D_topMATS π
Evaluation results
| Method | Links | |
|---|---|---|
| MATS πOutput representation=Causal order π, Number of runs=52024.12 | 0.4 | |
| MATS MPDAGOutput representation=MPDAG, Number of runs=52024.12 | 0.6 | |
| TripletOutput representation=Classes of causal orders, Number of runs=52024.12 | 2 | |
| NOTEARSOutput representation=CPDAG (from DAG), Number of runs=52024.12 | 5.98 | |
| GRaSPOutput representation=CPDAG, Number of runs=52024.12 | 7.67 | |
| BOSSOutput representation=CPDAG, Number of runs=52024.12 | 7.92 | |
| PCOutput representation=CPDAG, Number of runs=52024.12 | 8 | |
| GESOutput representation=CPDAG, Number of runs=52024.12 | 8 | |
| GOBNILPOutput representation=CPDAG, Number of runs=52024.12 | 8 |