The dataset used in this example is the 20 newsgroups dataset which will be automatically downloaded and then cached and reused for

Computes a Bayesian Ridge Regression on a synthetic dataset. See

Probabilistic PCA and Factor Analysis are probabilistic models. The consequence is that the likelihood of new data can be used