The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

by Pedro Domingos

Since the number of definitions the algorithm considers can be as large as a doubly exponential function of the number of attributes, at some point it’s practically guaranteed that the algorithm will find a bad hypothesis that looks good.