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Cog2ai
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pi-llm-bench

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giantfish-fly commited on 9 days ago

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@@ -351,8 +351,9 @@ if 'run_id' in results_df.columns:
         print(f"{r['experiment']}: {r['accuracy_percent']:.1f}% (averaged over runs)")
 ```
 ```python
-## 🏆 Advanced Evaluation with AUC Scoring
 ### Why AUC Scoring?
 - **Average accuracy** treats all tasks equally → poor model differentiation

         print(f"{r['experiment']}: {r['accuracy_percent']:.1f}% (averaged over runs)")
 ```
+## 🏆 Advanced Evaluation with AUC Scoring (Highly Recommand)
 ```python
 ### Why AUC Scoring?
 - **Average accuracy** treats all tasks equally → poor model differentiation