Cost Function, Non Convex Optimization, Logistic Regression, Log Loss Function.
employed for binary classification tasks. It predicts the probability that an instance belongs to a particular class, usually denoted as 0 or 1. Here’s to supervised learning problem of fitting a logistic regression model. We have a training set of M training examples. And as usual each of our