training
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
- HopsworksTrust 76
Matched on each tool’s own description and feature list, highest trust score first.