Computer scienceData scienceMachine learningData preprocessing

Feature scaling

Theory

The appropriate distribution

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From the feature distribution plots below, select all where performing feature normalization is appropriate:

Hint

Remember the two conditions for the feature normalization from the corresponding section of the theory:

  1. The lower and the upper bounds are known and there are none to very few outliers;
  2. The data roughly follows the normal distribution within the lower and the upper bound.
Select one or more options from the list
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