Unfortunately you have to delete the memorized transaction. Desktop doesn't seem to have a simple way. Even changing the preferences didn't make it go away for ...
Anyone who says they would delete, you should disregard their advice ASAP! They clearly have no idea what they are talking about. Deleting history is never a go...