  In this paper, inspired by the "Minimum Description Length Principle" in
classical Statistics, we introduce a new method for predicting the outcomes of
a quantum measurement and for estimating the state of a quantum system with
minimum quantum complexity, while, at the same time, avoiding overfitting.
