Computes a Bayesian Ridge Regression on a synthetic dataset. See

When performing classification one often wants to predict not only the class label, but also the associated probability. This probability gives some kind of confidence

This example constructs a pipeline that does dimensionality reduction followed by prediction with a support vector classifier