Machine Learning, Data Science, Artificial Intelligence, Mathematics, Theory.
is often assumed that the mean squared error (MSE) function, which is commonly used as the loss function for linear regression, is also convex in logistic regression. However, recent studies have shown that the MSE function is non-convex in logistic regression, leading to challenges in model