dataleakage.rst

Data Leakage

Data leakage is a serious bane in machine learning, which usually results in overly optimistic model results.

Examples

Some subtle examples of data leakages.

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Types of Leakages

Data Leakages can be classified into two.

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Detecting Leakages

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Minimising Leakages

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