Bayesian network structure discovery on Cancer
0SHDPairwisePrompt
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PairwisePromptCategory=LLM, # Sample=02025.11 | 0 | 0 | |
| BFSPromptCategory=LLM, # Sample=02025.11 | 0 | 0 | |
| LLM-CD(HC)Category=Hybrid, # Sample=1002025.11 | 0 | 0 | |
| PairwisePrompt+DataCategory=Hybrid, # Sample=1002025.11 | 0 | 0 | |
| PromptBN+HCCategory=Hybrid, # Sample=1002025.11 | 0 | 0 | |
| ReActBNCategory=Hybrid, # Sample=1002025.11 | 0 | 0 | |
| PairwisePromptCategory=LLM, Sample Size=02025.11 | 0 | 0 | |
| BFSPromptCategory=LLM, Sample Size=02025.11 | 0 | 0 | |
| LLM-CD(HC)Category=Hybrid, Sample Size=1002025.11 | 0 | 0 | |
| PairwisePrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 0 | 0 | |
| PromptBN+HCCategory=Hybrid, Sample Size=1002025.11 | 0 | 0 | |
| ReActBNCategory=Hybrid, Sample Size=1002025.11 | 0 | 0 | |
| BFSPrompt+DataCategory=Hybrid, # Sample=1002025.11 | 0.2 | 0.008 | |
| BFSPrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 0.2 | 0.008 | |
| PromptBNCategory=LLM, # Sample=02025.11 | 0.6 | 0.024 | |
| PromptBNCategory=LLM, Sample Size=02025.11 | 0.6 | 0.024 | |
| PromptBN+RandomChoiceCategory=Hybrid, # Sample=1002025.11 | 1.2 | 0.056 | |
| PromptBN+RandomChoiceCategory=Hybrid, Sample Size=1002025.11 | 1.2 | 0.056 | |
| PC-StableCategory=Data, Sample Size=1002025.11 | 4 | 0.16 | |
| HCCategory=Data, Sample Size=1002025.11 | 4 | 0.16 | |
| GESCategory=Data, Sample Size=1002025.11 | 4 | 0.16 | |
| RAI-BFCategory=Data, Sample Size=1002025.11 | 4.1 | — | |
| rBFchi2Category=Data, Sample Size=1002025.11 | 4.1 | — | |
| rIeBCategory=Data, Sample Size=1002025.11 | 4.7 | — |