mondrian 
Creating business value from highly imbalanced datasets using mondrian conformal predictors
Recently, a customer offering a subscription service approached us with a churn case. The problem with churn cases is that the dataset tends to become highly imbalanced when we lower the time steps. Learn how we solved the case using mondrian conformal predictors.