In the USA, it depends on your state laws, especially those governing primary voting.
Where I live, if you are registered independent, you get to vote in zero primaries.
I am a registered Republican. I voted against George W. Bush four times.
There are basically no advantages to registering with a clearly dominant party in a US state. Register with the smallest party that gets to vote in a primary, that’s where your vote has the most influence.