Big Data, Machine Learning, Probability.
predicted values of the dependent variable. Generative vs Discriminative models: This paper by Professor Andrew Ng and Professor Michael I Jordan provides a mathematical proof of error properties of both models. They conclude that when the training size reaches infinity the discriminative model: