What is the purpose of normalization in feature engineering?

Practice Questions

Q1
What is the purpose of normalization in feature engineering?
  1. To increase the range of feature values
  2. To ensure all features contribute equally to the distance calculations
  3. To reduce the number of features
  4. To eliminate outliers

Questions & Step-by-Step Solutions

What is the purpose of normalization in feature engineering?
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