Structure Learning on ecoli70 n=100
37.55SHDPARNI-DAG
Evaluation Results
| Method | Links | |
|---|---|---|
| PARNI-DAGsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 37.55 | |
| ADRsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 39.4 | |
| Iterative MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 39.55 | |
| Order MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 42.85 | |
| GESsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 47.95 | |
| Partition MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 48.85 | |
| PCsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 62.65 | |
| DECIsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 70.95 | |
| DiBSsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 71.05 | |
| DiBS+sample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 71.25 | |
| LINGAMsample size (n)=100, replications=20, CPU-time=approximately same2023.11 | 107.4 |