Unsupervised ranking of clients: machine learning approach to define a "good customer"

Abstract

Ranking of clientsis a natural problem for every business. Though usually it can be solved by common sense and intuition of managers, in the case of a big business entity (e.g. global online stores), the problem becomes more complicated with obvious obstacles in derivation of fast and accurate solution. This article deals with the clients ranking problem using machine learning methodology.