James McCaffrey of Microsoft Research kicks off a series of four articles that present a complete end-to-end production-quality example of binary classification using ... optimizer function ...

The goal of a binary classification problem ... The model is configured with the stochastic gradient descent with a learning rate of 0.01. Stochastic gradient descent is the most basic form of ...

Which kind of algorithm works best (supervised, unsupervised, classification ... Otherwise, it is easily optimized using gradient descent (see below). The assumption of linear regression is ...