Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models

A descriptive analysis of how methodological factors contribute to the accuracy of customer churn predictive models is provided, based on a tournament in which both academics and practitioners downloaded data from a publicly available Web site, estimated a model, and made predictions on two validation databases.