Selecting a classification performance measure: matching the measure to the problem

David J. Hand, Peter Christen, Sumayya Ziyad

The problem of identifying to which of a given set of classes objects belong is ubiquitous, occurring in many research domains and application areas, including medical diagnosis, f…