Machine Learning, Data Science, Loss Function, Regression, Classification.
function is for a single training example. It is also sometimes called an error function. A cost function, on the other hand, is the average loss over the entire training dataset. The optimization strategies aim at minimizing the cost function. Regression Loss Functions You must be quite familiar