Update README.md

README.md

@@ -4,4 +4,24 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/facial-emotions-image-detection-vit for more details.
+Returns facial emotion based on facial human image.
+
+See https://www.kaggle.com/code/dima806/facial-emotions-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+         sad     0.7948    0.7948    0.7948      1798
+     disgust     0.9923    0.9983    0.9953      1798
+       angry     0.8390    0.8576    0.8482      1798
+     neutral     0.8141    0.8381    0.8259      1797
+        fear     0.8134    0.7953    0.8043      1798
+    surprise     0.9421    0.9227    0.9323      1798
+       happy     0.9272    0.9132    0.9201      1798
+
+    accuracy                         0.8743     12585
+   macro avg     0.8747    0.8743    0.8744     12585
+weighted avg     0.8747    0.8743    0.8744     12585
+```