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app.py

@@ -78,11 +78,7 @@ if hasattr(model, "feature_names_in_"):
 
 st.write("### Input DataFrame")
 st.dataframe(input_df, use_container_width=True)
-
-# Optional debug
-with st.expander("Debug (optional)"):
-    st.write("Model expects:", list(getattr(model, "feature_names_in_", FEATURES)))
-    st.write("Input columns:", list(input_df.columns))
+ 
 
 # -------------------
 # PREDICT