Taxes are calculated per Line Item based off of the taxes added in your Account Settings (Article w. Video).
In my example below, my chair has a Sales Tax - Rental rate, and my DJ has a Sales Tax - Service rate.
You can always and or change the tax applied to an item (Article).
You can learn more about how this calculation works here.