Maximum Performance Efficiency Approaches for Estimating Best Practice Costs: 10.4018/978-1-59140-051-6.ch010: Data mining is increasingly being used to gain competitive advantage. In this chapter, we propose a principle of maximum performance efficiency (MPE) as a