update readme.md

README.md

@@ -55,11 +55,22 @@ sample = '''
 PUT SOME TEXT HERE TO CLASSIFY ITS TOPIC
 '''
 
+## Test Phase Results:
+
+- The model was evalauted on Test Set of 14181 examples of different topics, the distrubtion of these topics are:
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/628f7a71dd993507cfcbe587/n5F6_HHs9shUaHLxGirQb.png)
+
+- The model achieved the follwoing accuracy for prediction on this test set:
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/628f7a71dd993507cfcbe587/qAsAfETcFHWK55p894kyM.png)
+
+
 classifier(sample)
 
 # [{'label': 'health', 'score': 0.6779336333274841}]
-```
 
+```
 ## Citation
 
 ```