I wish to delete a sales tax that is no longer needed. Will it affect my previous transactions?

No, your transactions in the past will not be affected by deleting the sales tax linked to it. If you feel a sales tax you created is not of much use for your business, then you can go ahead and delete it without worrying about your previous transactions.