How do you define membership or subscription churn?
Here is a rather technical article that describes a way of thinking about the subject.
WTTE-RNN - Less hacky churn prediction
Please share how you describe churn and if you make it through this article if you are thinking about churn and churn prediction differently.
--Tom
Here are some more basics on Survival Analysis, the method proposed here for Churn Modeling.