The Association for Financial Professionals (AFP) has an annual membership fee. AFP understands that a certain percentage of non-renewals are natural. However, the would like to maximize renewals by targeting the right people in the "membership renewal" campaign.

The goal of the project is to build a model that will allow AFP to predict members who are least likely to renew their membership into a new year.