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Feature Engineering

Updated May 13, 2023 ·

Overview​

Feature engineering helps improve machine learning model performance by transforming data into a more useful form.

  • Aggregating data
  • Constructing new features
  • Transforming features
  • Selecting important features
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A Feature is a measurable property, like a column in a table.

More Information​

Other topics:

  • Feature Construction
  • Feature Transformation
  • Feature Selection

For more information, please see Feature Engineering.