Key Sequence Notation New Concepts multi-variant Gaussian density Generative Learning Algorithm Important Results / Claims applying Bayes rule to make prediction makes the sigmoid function Generative and Discriminate Algorithm Discriminative Algorithm Learns p\left(y|x\right), or better yet just h\left(x\right) \in \left\{0,1\right\}. “what’s the distribution over labels” Generative Algorithm Learns p\left(x|y\right) as well as a “class prior” p\left(y\right). To make classification decisions, you apply Bayes rule. THINK: Naive Bayes.