If a machine learning model uses distance-based methods, we need to apply _____ to bring all features to the same level of magnitudes.

  • Binning
  • Data Encoding
  • Data Integration
  • Data Scaling
If a machine learning model uses distance-based methods, we need to apply Data Scaling to bring all features to the same level of magnitudes. This is because distance-based methods are sensitive to the scale of the features.
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