If Oathbreaker Paladin with Warlock-Magic Initiate changes to Conquest Paladin, should his Magic Initiate Class also change? [on hold]

If I was an Oathbreaker Paladin who also took the Magic Initiate feat as a Warlock and then reformed into a different type of Paladin (Conquest, devotion, etc) could I potentially change the class of magic initiate?

I know it’s up to the DM, but logically would that make sense? My character is trying to reform from his evil ways, and getting powers from an evil source might not continue to make the most sense.