The problem of customer return is problem that is often being solved in various domains. Getting user we lost to return is often unsuccessful, which is why it’s important to design a method that would be able to reveal customers with higher risk of churning early. If we manage to identify users like this early, we can take steps to avoid their churning.
This work deals with the problem of predicting user’s return to a web site with the use of machine learning.