Update README.md

README.md

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 > **Alzheimer-Stage-Classifier** is a multi-class image classification model based on `google/siglip2-base-patch16-224`, designed to identify stages of Alzheimer’s disease from medical imaging data. This tool can assist in **clinical decision support**, **early diagnosis**, and **disease progression tracking**.
 
+```py
+Classification Report:
+                  precision    recall  f1-score   support
+
+    MildDemented     0.9634    0.9860    0.9746      8960
+ModerateDemented     1.0000    1.0000    1.0000      6464
+     NonDemented     0.8920    0.8910    0.8915      9600
+VeryMildDemented     0.8904    0.8704    0.8803      8960
+
+        accuracy                         0.9314     33984
+       macro avg     0.9364    0.9369    0.9366     33984
+    weighted avg     0.9309    0.9314    0.9311     33984
+```
+
+
+![download (1).png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/ld3BJdyeNsZgVp6Hg8aHD.png)
+
 ---
 
 ## **Label Classes**