ABSTRACT
The purpose of this chapter is to lay out the technical aspects of data mining model evaluation. This chapter also explains the meaning and use of a wide range of metrics commonly used to evaluate models created using data mining technology. An evaluation checklist is provided. A case study shows how model evaluation metrics can be used in a simulation to optimize a control system.
