Machine Learning, Cost Function, Convex Optimization.
this error/cost function, but to use the property of convex problems we must choose a convex cost function and that is why in the majority of cases we use “Mean Square” or “Crossentropy” loss functions because these two are in fact convex. -)Mean Square Error: is the most commonly used regression