Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/surface-crack-image-detection-vit for more details.
+Check whether there is a surface crack given surface image.
+
+See https://www.kaggle.com/code/dima806/surface-crack-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+    Positive     0.9988    0.9995    0.9991      4000
+    Negative     0.9995    0.9988    0.9991      4000
+
+    accuracy                         0.9991      8000
+   macro avg     0.9991    0.9991    0.9991      8000
+weighted avg     0.9991    0.9991    0.9991      8000
+```