Globally, 14%–20% of road accidents are mainly due to driver fatigue, the causes which instance sickness, travelling for long distance, boredom as a result driving along same route consistently, lack enough sleep, etc. This article presents flexible analytic wavelet transform (FAWT)-based advanced machine learning method using single modality neurophysiological brain electroencephalogram signal...