Update README.md

README.md

@@ -34,15 +34,27 @@ tags:
 - Hardware: NVIDIA GeForce RTX 3050
 
 ## Performance
-The model was validated on 4055 samples (20% of the dataset)
-| Metric | Score |
-|--------|-------|
-| Accuracy | 96% |
-| Precision (weighted avg) | 96% |
-| Recall (weighted avg) | 96% |
-| F1-Score (weighted avg) | 0.96 |
-
-Classification Report and confusion matrix can be found in the repository.
+The model was validated on 4055 samples (20% of the dataset).
+| Class | Precision | Recall | F1-Score | Support |
+|-------|-----------|--------|----------|---------|
+| BL    | 0.89      | 0.85   | 0.87     | 85      |
+| BR    | 0.94      | 0.97   | 0.96     | 140     |
+| BT    | 0.80      | 0.84   | 0.82     | 94      |
+| CR    | 0.91      | 0.87   | 0.89     | 334     |
+| ES    | 0.89      | 0.89   | 0.89     | 128     |
+| GA    | 0.97      | 0.99   | 0.98     | 572     |
+| HC    | 0.95      | 0.95   | 0.95     | 215     |
+| LU    | 0.93      | 0.94   | 0.94     | 345     |
+| NC    | 0.99      | 0.99   | 0.99     | 1606    |
+| OV    | 0.84      | 0.87   | 0.86     | 85      |
+| PA    | 0.98      | 0.91   | 0.94     | 175     |
+| PR    | 0.94      | 0.98   | 0.96     | 211     |
+| SA    | 0.88      | 0.91   | 0.89     | 65      |
+|       |           |        |          |         |
+| macro avg | 0.92  | 0.92   | 0.92     | 4055    |
+| weighted avg | 0.96 | 0.96 | 0.96     | 4055    |
+
+Overall Accuracy = 96%
 
 ## Citation
 If using this model, please cite: