Update README.md

README.md

@@ -45,3 +45,15 @@ The dataset was split into 80/10/10 for train/validation/test set. Table below s
 | 2     | 0.304100      | 0.331631        | 0.850000 | 0.935000 |
 | 3     | 0.261600      | 0.329701        | 0.851000 | 0.936000 |
 
+
+## Classification Report
+
+| Class | Precision | Recall | F1-score | Support |
+| :---- | :-------- | :----- | :------- | :------ |
+| 0     | 0.87      | 0.84   | 0.85     | 1211    |
+| 1     | 0.84      | 0.87   | 0.86     | 1189    |
+
+**Accuracy**: 0.86  
+**Macro avg**: Precision 0.86, Recall 0.86, F1-score 0.86  
+**Weighted avg**: Precision 0.86, Recall 0.86, F1-score 0.86  
+**Total samples**: 2400