Once the quote is created, this information can no longer be modified. If however, you modify the tax rule after entering quote lines but before creating the quote, then taxes are re-calculated on all entered lines.
The parameter CTLTAX - Tax codes control (VEN chapter, VAT group) is used to control that the BP tax rule: