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Feature Engineering

The process of selecting, transforming, and creating input variables (features) from raw data to improve model performance. Good feature engineering can significantly boost model accuracy and is often more impactful than model architecture changes.

In practice

For a housing price model, feature engineering might include creating a 'price per square foot' feature from price and area.

In the index

Tools that mention Feature Engineering

Matched on each tool’s own description and feature list, highest trust score first.