Review a machine-learning experiment for data leakage
A model evaluation is only useful when its information boundary matches the question being asked.
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Blog · Machine-learning research methods
The original project descriptions remain available as dated research material. Separately authored editorial notes explore how to inspect an experiment, identify its information boundaries and connect a reported result with the procedure that produced it.