Classification with Concept Lattice and Choquet integral

This contribution explores the link between Formal Concept Analysis and non-additive set functions, called capacities, for pattern classification and decision making. Capacities can be obtained from the Concept Lattice. The use of these functions for decision making, with the help of Choquet integration, is illustrated on a two class classification problem.