Data Leakage

Data leakage is a serious concern in the field of data science, as it can compromise the integrity and reliability of data analysis and machine learning models. Data leakage occurs when information from the testing or training data is inadvertently included in the model, leading to overoptimistic performance estimates and poor generalization to new data. …

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