Data mining can be defined as the non trivial process of identifying valid, novel, potentially useful, ultimately understandable patterns in data
Even though the modeling phase is the core of the process, the quality of the results relies heavily on data preparation which usually takes around 80% of the total time. An interesting method for data preparation is to discretize the input variables