Update README.md

README.md

@@ -3,9 +3,22 @@ license: apache-2.0
 metrics:
 - accuracy
 ---
-Achieved 87% accuracy for classification between 3 common galaxy types (S, E, Sb).
+Achieved 77% weighted accuracy for classification between 3 common galaxy types (S, E, Sb).
 
+See [my Kaggle notebook](https://www.kaggle.com/code/dima806/galaxy-type-image-detection-vit) for more details.
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/TU5oRSwnWvQ2SmCzLNh3-.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/mf8D2EJp_YABOryZHzSff.png)
 
-See [my Kaggle notebook](https://www.kaggle.com/code/dima806/galaxy-type-image-detection-vit) for more details.
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+           E     0.7691    0.8703    0.8166     13591
+           S     0.7165    0.6679    0.6913     13591
+          SB     0.8099    0.7583    0.7833     13592
+
+    accuracy                         0.7655     40774
+   macro avg     0.7652    0.7655    0.7637     40774
+weighted avg     0.7652    0.7655    0.7637     40774
+```