Bias estimation Binary classification Data models Deep neural network Deep neural networks Driving under the influence Estimation Ethical aspects Ethics Fairness estimation Fatal accidents Feature extraction Features extraction Free gait Intoxication detection Learning tasks Machine learning Machine learning models Maximum likelihood estimation Maximum-likelihood estimation Motion analysis Motion sensors Neural networks Neural-networks Philosophical aspects Predictive models Smart phones Supervised learning Supervised machine learning Unsupervised learning