Cost Function, Non Convex Optimization, Logistic Regression, Log Loss Function.
Log Loss Function) Properties logistic regression Cost function Conclusion Section 1- The Basic Supervised learning problem Before delving into the cost function, let’s revisit the basics of logistic regression. Unlike linear regression, which predicts continuous values, logistic regression is