Cost Function, Non Convex Optimization, Logistic Regression, Log Loss Function.
the sum over my training set of this cost term here. And to simplify this equation a little bit more, it’s gonna be convenient to get rid of those superscripts. So just define cost of H of X comma Y to be equal to 1/2 of this square root error and the interpretation of this cost function is that