Update README.md

README.md

@@ -3,4 +3,19 @@ license: apache-2.0
 metrics:
 - accuracy
 ---
-See https://www.kaggle.com/code/dima806/chest-x-ray-pneumonia-detection for details.
+Checks whether there is a pneumonia based on chest X-ray image.
+
+See https://www.kaggle.com/code/dima806/chest-x-ray-pneumonia-detection for details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+      NORMAL     0.9603    0.9614    0.9608       855
+   PNEUMONIA     0.9614    0.9602    0.9608       855
+
+    accuracy                         0.9608      1710
+   macro avg     0.9608    0.9608    0.9608      1710
+weighted avg     0.9608    0.9608    0.9608      1710
+```