Need help understanding data leakage
Data leakage occurs whan you have in your training set information which you are not supposed to have. This might be, for example, having in the training set information contained in the test set. Generally speaking, data leakage can provide a model which is "too good to be true", but not to be trusted as it was build using "cheatful" information. Find more information here.