To modify the quantity of an item, change the number under 'Quantity' and click 'Update'.
To remove an item from the basket, use the 'Remove' button at the left of the page.
(Other customers would appreciate your emptying your basket if you decide not to complete your purchase, since that returns the items to the shelves and makes them available to the next visitor.)