Rule Extraction on GPT-4o non-judge output abstractions
2,140Number of Proxy RulesRuleSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RuleSHAPAblation (Method Step)=w/o Step 22025.05 | 2,140 | 67 | |
| RuleFit2025.05 | 1,778 | 83 | |
| RuleSHAP2025.05 | 1,729 | 100 | |
| Decision Tree2025.05 | 787 | 0 |