Update README.md

README.md

@@ -59,7 +59,7 @@ Model predicts too high on average by `0.44`.
 
 - **Test Accuracy**: 61.05% on the test set.
   
-- **Classification Report** (Test Set):
+- **Classification Report**:
 
 | Label | Precision | Recall | F1-score | Support |
 |-------|-----------|--------|----------|---------|
@@ -72,6 +72,16 @@ Model predicts too high on average by `0.44`.
 | **Macro avg** | 0.61 | 0.61   | 0.61     | 8000    |
 | **Weighted avg** | 0.61 | 0.61 | 0.61     | 8000    |
 
+- **Confusion Matrix**:
+
+| True \\ Predicted |   1   |   2   |   3   |   4   |   5   |
+|-------------------|-------|-------|-------|-------|-------|
+| 1                 | 1165  |  384  |   41  |    3  |    7  |
+| 2                 |  432  |  805  |  315  |   31  |   17  |
+| 3                 |   61  |  314  |  857  |  311  |   57  |
+| 4                 |    3  |   48  |  264  |  870  |  415  |
+| 5                 |    6  |   10  |   32  |  365  | 1187  |
+
 ---
 
 ## Limitations