Scale-sensitive Psi-dimensions: the Capacity Measures for Classifiers Taking Values in R^Q

Yann Guermeur

Bounds on the risk play a crucial role in statistical learning theory. They usually involve as capacity measure of the model studied the VC dimension or one of its extensions. In c…