What if one or more item(s) are cancelled from the order by the merchant, would I still be charged with the delivery fees?

What if one or more item(s) are cancelled from the order by the merchant, would I still be charged with the delivery fees?

Yes, as the delivery fee is charged basis how far you are from the store.