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Is using the same person as data observation in different time stamps a way to produce data leakage in a Machine Learning model?
Let's assume we are going to train a regression model (could be any ML tabular solution for regression. Ex.: LGBM, XGBoost, Perceptron, ...) to predict a customer profit in the next month. While ...