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app.py

@@ -44,7 +44,7 @@ classification_threshold = 0.5
 
 # Correction made to the codes
 
-input_df = pd.DataFrame([input_data])
+input_data = pd.DataFrame([input_data])
 
 categorical_cols = [
     'Partner',          # Whether the customer has a partner (Yes/No)
@@ -56,7 +56,7 @@ categorical_cols = [
     # same as training
 ]
 
-input_df[categorical_cols] = (
+input_data[categorical_cols] = (
     input_df[categorical_cols]
     .astype(str)
     .fillna("missing")