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ResearchFormerly WizWand

Structure Learning on ecoli70 n=100

37.55SHDPARNI-DAG
34.75653.615572.47591.3345Nov 1, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PARNI-DAGsample size (n)=100, replications=20, CPU-time=approximately same2023.1137.55
ADRsample size (n)=100, replications=20, CPU-time=approximately same2023.1139.4
Iterative MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.1139.55
Order MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.1142.85
GESsample size (n)=100, replications=20, CPU-time=approximately same2023.1147.95
Partition MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.1148.85
PCsample size (n)=100, replications=20, CPU-time=approximately same2023.1162.65
DECIsample size (n)=100, replications=20, CPU-time=approximately same2023.1170.95
DiBSsample size (n)=100, replications=20, CPU-time=approximately same2023.1171.05
DiBS+sample size (n)=100, replications=20, CPU-time=approximately same2023.1171.25
LINGAMsample size (n)=100, replications=20, CPU-time=approximately same2023.11107.4