Cost Function, Non Convex Optimization, Logistic Regression, Log Loss Function.
function Now this cost function has a few interesting and desirable properties. First you notice that if Y is equal to 1 and H of X is equal 1, in other words, if the hypothesis exactly, you know, predicts H equals 1, and Y is exactly equal to what I predicted. Then the cost is equal 0. Right? That