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app.py

@@ -67,14 +67,6 @@ Store_Age_Years = st.selectbox(
     Store_Age_Years_Options
 )
 
-Product_Type_Category_Options = ["Food", "Electronics", "Clothing"]
-Product_Type_Category = st.selectbox(
-    "Product Type Category",
-    Product_Type_Category_Options,
-    index = 0,
-    format_func=lambda x: x
-)
-
 product_data = {
     "Product_Weight": Product_Weight,
     "Product_Sugar_Content": Product_Sugar_Content_Options.index(Product_Sugar_Content),
@@ -85,7 +77,7 @@ product_data = {
     "Store_Location_City_Type": Store_Location_City_Type_Options.index(Store_Location_City_Type),
     "Store_Type": Store_Type_Options.index(Store_Type),
     "Store_Age_Years": int(Store_Age_Years),
-    "Product_Type_Category": Product_Type_Category_Options.index(Product_Type_Category)
+    "Product_Type": Product_Type_Options.index(Product_Type)
 }
 
 if st.button("Predict", type='primary'):