Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/food-beverages-japan-image-detection-vit for more details.
+Returns whether the Japanese food or beverage is in an image.
+
+See https://www.kaggle.com/code/dima806/food-beverages-japan-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+        food     0.8898    0.8879    0.8889       473
+    beverage     0.8882    0.8901    0.8891       473
+
+    accuracy                         0.8890       946
+   macro avg     0.8890    0.8890    0.8890       946
+weighted avg     0.8890    0.8890    0.8890       946
+```