Rule Extraction on Llama-3.1 8B non-judge output abstractions
1,481Count of Proxy RulesRuleSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RuleSHAPAblation (Method Step)=w/o Step 22025.05 | 1,481 | 17 | |
| RuleFit2025.05 | 1,354 | 50 | |
| RuleSHAP2025.05 | 1,166 | 67 | |
| Decision Tree2025.05 | 780 | 0 |