Machine Learning, Generative Model, Probability.
each element in S, in order to make a prediction we can just report the cₖ for which P({(x, cₖ)}) is maximum. So, all we need is P({(x, cₖ)}). In order to do this we can use conditional probabilities. Thus we need two things to calculate P(x, cₖ). Since we are only given the training set, we can at