Simply undo the change you made. ie: Arrange songs by ... And then go to iTunes menu bar, advanced>consolidate library. Not sure if you need to do the last step, because probably if you close iTunes after making the change & then re-open it, it will probably reorganise the music library.

I prefer the library organised by artist>album. Personal preference I guess.