Update README.md

README.md

@@ -4,4 +4,28 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/weather-types-image-prediction-vit for more details.
+Returns weather type given an image.
+
+See https://www.kaggle.com/code/dima806/weather-types-image-prediction-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+         dew     0.9795    0.9897    0.9846       290
+     fogsmog     0.9715    0.9414    0.9562       290
+       frost     0.9674    0.9207    0.9435       290
+       glaze     0.8855    0.9069    0.8961       290
+        hail     0.9966    0.9966    0.9966       290
+   lightning     1.0000    1.0000    1.0000       290
+        rain     0.9561    0.9759    0.9659       290
+     rainbow     1.0000    1.0000    1.0000       290
+        rime     0.9078    0.8828    0.8951       290
+   sandstorm     0.9759    0.9759    0.9759       290
+        snow     0.9049    0.9517    0.9277       290
+
+    accuracy                         0.9583      3190
+   macro avg     0.9587    0.9583    0.9583      3190
+weighted avg     0.9587    0.9583    0.9583      3190
+```