Creating a reliable predictive model is a vital part of business intelligence applications. However, without a proper benchmark, it is very difficult to assess how good a predictive model really is. Furthermore, existing literature does not provide much guidance on how to create such benchmarks. In this paper we address this gap by presenting a method for creating such a such a benchmark. We de...