chapter  24
Evaluation of Classification Methods
ByNele Verbiest, Karel Vermeulen, Ankur Teredesai
Pages 23

The evaluation of the quality of the classification model significantly depends on the eventual utility of the classifier. In this chapter we provide a comprehensive treatment of various classification evaluation techniques, and more importantly, provide recommendations on when to use a particular technique to maximize the utility of the classification model.