Correlation, Causation, and Why Your Model Lies
Leakage, bias, and misleading patterns
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Chapter assignment
Audit a model or dataset for leakage and misleading correlation. Find one feature or segment where the model could look good in training and fail in reality.
What to do now
- Search for target leakage.
- Check one subgroup separately.
- Write a safer validation split.
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