Projection Pursuit Based on Maximum Dependence

The objective of this paper is to give criteria for selecting the best pair or triple of characteristics from a larger set of characteristics used for describing a given system of entities, that can still reveal the clustering of the system of entities in subsystems. The proposed criteria are based on the entropic measures of inner and outer interdependence. The formalism is applied to Anderson's Iris Classification Problem.