Update README.md

README.md

@@ -4,4 +4,26 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/face-emotions-image-detection-vit for more details.
+Predicts face emotion based on facial image.
+
+See https://www.kaggle.com/code/dima806/face-emotions-image-detection-vit for more details.
+
+```
+Accuracy: 0.7538
+F1 Score: 0.7478
+
+Classification report:
+
+              precision    recall  f1-score   support
+
+      Ahegao     0.9561    0.9727    0.9643       403
+       Angry     0.7631    0.6154    0.6813       403
+       Happy     0.9010    0.9279    0.9142       402
+     Neutral     0.5688    0.7593    0.6504       403
+         Sad     0.6087    0.4169    0.4948       403
+    Surprise     0.7379    0.8313    0.7818       403
+
+    accuracy                         0.7538      2417
+   macro avg     0.7559    0.7539    0.7478      2417
+weighted avg     0.7559    0.7538    0.7477      2417
+```