Cost Function, Non Convex Optimization, Logistic Regression, Log Loss Function.
we told them you know, the probability of it happening is 0. It’s absolutely impossible for it to be malignant. But if we told them this with that level of certainty, and we turn out to be wrong, then we penalize the learning algorithm by a very, very large cost, and that’s captured by having this