Big Data, Machine Learning, Probability.
be used for outcomes with more than two values. Here we will delve into the boolean case. We consider features and outcome Y which can take two values say {0,1}. The probability of the out is assumed to follow a parametric model given by the sigmoid function. This gives us a simple linear