I am trying to remove specific files from the revision history that I did not mean to commit. Can someone provide a way to do this?
You'll need to use svndumpfilter tool. The procedure involves dumping your repository, filtering (with svndumpfilter) your dumpfile, and reloading the results into a new repository. See this chapter in the SVNBook for details.
svndumpfilter