OCDB: Revisiting Causal Discovery with a Comprehensive Benchmark and Evaluation Framework.
Wei ZhouHong HuangGuowen ZhangRuize ShiKehan YinYuanyuan LinBang LiuPublished in: CoRR (2024)
Keyphrases
- evaluation framework
- causal discovery
- causal models
- causal relationships
- causal structure
- evaluation process
- discovery process
- evaluation methodology
- bayesian networks
- evaluation metrics
- semantic annotation
- real world
- directed acyclic graph
- evaluation measures
- conditional independence
- data sets
- data mining
- test set
- databases