Model organisms are used in biological research to understand how biological processes work, and fruit fly, Drosophila melanogaster, is one of the most popular model organisms. Recently many fly tracking tools are available. TPro is the one developed by our laboratory. In this work, we propose fly behavior classifier based on data form TPro. Our method can classify stop, walk, and jump behaviors.