All existing transactions have the item listed as non inventory unless you edit and re add the item back on. No existing/historical transactions are changed unless you do it manually
So if your item number is 12345 It will show on transactions as 12345 (Non Inventory) and for that specific transaction it's treated as a non inventory item
But for all future transactions it will be Inventory