Update README.md

README.md

@@ -119,14 +119,28 @@ Use the code below to get started with the model.
 [More Information Needed]
 
 #### Metrics
-
-<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+**Training loss epoch:** 0.005518221071622179 \
+**Training accuracy epoch:** 0.9964884720585756 \
+**Validation Loss:** 0.0042953278648501505 \
+**Validation Accuracy:** 0.9976648087554244
 
 [More Information Needed]
 
 ### Results
 
-[More Information Needed]
+| Entity     | Precision | Recall | F1-Score | Support |
+|------------|-----------|--------|----------|---------|
+| ACCOUNT    | 0.99      | 1.00   | 1.00     | 6000    |
+| DOB        | 1.00      | 1.00   | 1.00     | 1631    |
+| EMAIL      | 1.00      | 1.00   | 1.00     | 12169   |
+| ID         | 1.00      | 0.99   | 0.99     | 4321    |
+| LOCATION   | 0.99      | 0.99   | 0.99     | 11748   |
+| PERSON     | 0.99      | 0.98   | 0.99     | 7339    |
+| PHONE      | 1.00      | 1.00   | 1.00     | 7272    |
+| **micro avg**  | 0.99   | 0.99   | 0.99     | 50480   |
+| **macro avg**  | 1.00   | 1.00   | 1.00     | 50480   |
+| **weighted avg** | 0.99 | 0.99   | 0.99     | 50480   |
+
 
 #### Summary