Update app.py

app.py

@@ -67,7 +67,9 @@ iface = gr.Interface(
         gr.Image(label="Metrics Summary")
     ],
     title="Binary Classification Report Generator",
-    description="Upload a CSV file containing 'y_true' and 'y_pred' columns to generate a comprehensive classification report with 6 figures.",
+    description="Upload a CSV file containing 'y_true' and 'y_pred' columns to generate a binary classification report."
+                "'y_true': reference standard (0s or 1s)."
+                "'y_pred': model prediction (continuous value between 0 and 1)",
     examples=["scores.csv"],
     cache_examples=False
 )