In future research, authors will expand the evaluation of multiple different classification tools, while simultaneously incorporating a greater variety of features into the models, in order to provide a more diverse, comprehensive, and in-depth understanding of the ability to identify patients with attention deficit hyperactivity disorder through electroencephalogram signals