Stochastic Gradient, Machine Learning, AI, Gradient Descent.
value? For example, what if we want to predict a binary value, like whether or not a given email is spam? There turn out to be analogs of linear regression and the mean-squared error objective for several other prediction tasks. For example, for binary classification, the most common approach is