The reason for this is that in contrast to other studies based on a larger number of features [21,24], ADHD-AID extracts thirty features including nonlinear features, band-power features, entropy-based features, and statistical features. This evidence concerns the gene AICDA and attention deficit-hyperactivity disorder.