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README.md

@@ -3,7 +3,7 @@
 <p align="center">
   <img src="https://img.shields.io/badge/Death%20Legion-Powered-red?style=for-the-badge&logo=skull" alt="Death Legion">
   <img src="https://img.shields.io/badge/Best%20Teams-Elite-gold?style=for-the-badge&logo=crown" alt="Best Teams">
-  <img src="https://img.shields.io/badge/AUPRC-0.8657-success?style=for-the-badge" alt="AUPRC">
+  <img src="https://img.shields.io/badge/AUPRC-0.8177-success?style=for-the-badge" alt="AUPRC">
   <img src="https://img.shields.io/badge/Model%20Size-6.12MB-blue?style=for-the-badge" alt="Size">
 </p>
 
@@ -14,7 +14,7 @@ Welcome to the **Death Legion Fraud Detection System** - a state-of-the-art mach
 ## ⚡ Key Features
 
 - **🛡️ Advanced Random Forest Architecture**: 500 estimators with optimized depth
-- **📊 Superior Performance**: AUPRC 0.8657 on imbalanced fraud data
+- **📊 Superior Performance**: AUPRC 0.8177 on imbalanced fraud data
 - **🔒 Secure Safetensors Format**: Fast, safe model serialization
 - **⚡ Real-time Inference**: Sub-millisecond prediction latency
 - **🎯 Imbalanced Data Optimized**: Precision-Recall focused evaluation
@@ -23,10 +23,10 @@ Welcome to the **Death Legion Fraud Detection System** - a state-of-the-art mach
 
 | Metric | Score | Status |
 |--------|-------|--------|
-| **AUPRC** | 0.8657 | ✅ Excellent |
-| **Precision** | 0.89 | ✅ High |
-| **Recall** | 0.82 | ✅ Strong |
-| **F1-Score** | 0.85 | ✅ Balanced |
+| **AUPRC** | 0.8177 | ✅ Excellent |
+| **Precision** | 0.8182 | ✅ High |
+| **Recall** | 0.8265 | ✅ Strong |
+| **F1-Score** | 0.8223 | ✅ Balanced |
 
 ## 🏗️ Model Architecture