Is rehearse a prefix or suffix?

"Rehearse" is neither a prefix nor a suffix. It's a complete word on its own, meaning to practice something in preparation for a performance or presentation.

The prefix "re-" is used in "rehearse", meaning "again" or "repeatedly".