Rule Extraction on Llama-3.1 70B non-judge output abstractions
921Number of Proxy RulesRuleSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RuleSHAPAblation (Method Step)=w/o Step 22025.05 | 921 | 0.33 | |
| RuleFit2025.05 | 766 | 0.33 | |
| RuleSHAP2025.05 | 751 | 0.67 | |
| Decision Tree2025.05 | 374 | 0 |