Machine Learning, Data Science, Artificial Intelligence, Mathematics, Statistics.
log-loss function. Proof of convexity of the log-loss function for logistic regression: Let’s mathematically prove that the log-loss function for logistic regression is convex. We saw in the previous tutorial that a function is said to be a convex function if its second derivative is >0. So, here