Understanding standardization

Possible Answers

• The lower a feature's variance, the larger the decrease in variance will be, when using log normalization.
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• Standardization should not be applied when there are various numerical features with different scales.
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• Standardization does not apply to categorical variables.
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• Using .fit_transform() from StandardScaler() ensures that features have a mean of 1 and variance of 1.
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