I have 1 million tweets that I would like to classify by category(i.e. music, movies, spam, etc). What's a good first-cut algorithm to use? I am looking for 80%+ accuracy, so something easier to implement and tweak would be more preferable to the state of the art black-box.
I work in Python, so any good examples/tutorials or useful links are welcome. :)