Data Leakage: What It Is and Why It Causes Our Predictive Systems to Fail

Data leakage represents, together with over/underfitting, the main cause of failure of machine learning projects that go into production Data leakage is undoubtedly a threat that preys on data scientists, regardless of the level of seniority. It is t...