Exact Trigger Recovery on Injected triggers GPT-4o mini
2,251Rule Adherence CountRuleFit+XGB
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RuleFit+XGBLLM=GPT-4o mini2025.05 | 2,251 | 21 | 21 | 22 | |
| RuleSHAP w/o Step 3LLM=GPT-4o mini2025.05 | 2,031 | 50 | 57 | 57 | |
| RuleFitLLM=GPT-4o mini2025.05 | 1,681 | 36 | 38 | 40 | |
| RuleSHAP w/o Step 2LLM=GPT-4o mini2025.05 | 1,600 | 21 | 21 | 23 | |
| RuleSHAPLLM=GPT-4o mini2025.05 | 1,391 | 64 | 68 | 68 | |
| Decision TreeLLM=GPT-4o mini2025.05 | 1,005 | 0 | 0 | 0 |