Scatter Plot from Scientific Research

Prototype and exemplar models rely on a distance metric to determine state membership. This produces states whose weights on individual feature dimensions (shape of the cluster) do not depend on their informativeness for comparative decisions. A discriminative model (right) defines states on the basis of feature dimensions that are informative for separating one state from another. This produces state boundaries defined by those dimensions most informative for discrimination.

DOI