Big Data, Machine Learning, Probability.
discriminative model (Logistic Regression). This behavior is best represented by the experiment conducted by Ng & Jordan where they did predictions for 15 datasets from the UCI machine learning repository. In some cases the training sample was not large enough for logistic regression to win. This