Why Defining the Target Variable in Predictive Analytics is Critical

Every data mining project begins with defining what problem will be solved. I won't describe the CRISP-DM process here, but I use that general framework often when working with customers so they have an idea of the process. Part of the problem definition is defining the target variable. I argue that this is the most critical step in the process that relates to the data, and more important than...