How to reset Apple Music preferences

Posted:
in iPod + iTunes + AppleTV
I subscribed to Apple Music recently and was careless when selecting my music preferences. Now I'm getting all types of music suggested that I'm not interested in.  I'd like to more or less reset so I can choose my preferences again and start over.
I have found various suggestions using Google but nothing seems to work.  I do the most common one, go to my profile and delete profile.  Close the app then, restart my phone, and then select set Up Profile.  Supposedly that is when it should set it up like the first time, asking what music I like, etc. but yet it does not.  It creates a new profile but then has all the settings from my old profile.
Is there any way to truly reset my preference?  TIA.
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