Representation and Evaluation of Partitions

Many methods lead to build a partition of a finite set, given a metric. In this text we propose some criteria to evaluate the quality of each class and other parameters to compare several partitions on the same data set. Then, we indicate how to represent graphically a partition as a tree of boxes, each one containing information about the quality of a class.