What is Target Leakage? Note: Before reading this entry, familiarize yourself with those on targets; data collection; and training, validation, and holdout. Target leakage, sometimes called data leakage, is one of the most difficult problems when developing a machine learning model. It happens when you train your algorithm on a dataset that includes information that would not be…