Computer scienceData scienceInstrumentsScikit-learnData preprocessing with scikit-learn

Feature scaling in scikit-learn

The Normalizer Trick

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In the theory section, we mention one peculiar feature of the Normalizer scaler. Which feature is it?

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The fact that the features are scaled by rows instead of the columns

The fact that it's appropriate to use it with data that contains many outliers

The fact that all data, including the outliers, are mapped to a uniform distribution

The fact that the mean is removed and the data is scaled to unit variance

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