Machine Learning, Predictive Analytics, Deep Learning, Regression, TensorFlow.
median, which is symmetric around zero, where all losses equal zero because the prediction was perfect. Looks good so far: the median aims to bisect the set of predictions, so we want to weigh underestimates equally to overestimates. As we’ll see soon, the quantile loss around the median is half