Survival Analysis, Machine Learning, Kaplan Meier, Gradient Boosting.
boxplot below shows the time to cancel in days for canceled cases. We considered all the cases above the upper limit of it as outliers and removed them. We also removed cases with time to cancel smaller than zero because we considered them erroneous data. Boxplot of time_to_cancel_days for canceled