Computer scienceData scienceInstrumentsScikit-learnData preprocessing with scikit-learn

Feature scaling in scikit-learn

Theory

The appropriate scaler

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Match the scaler to it's short description:

Match the items from left and right columns
StandardScaler
MinMaxScaler
Normalizer
Transforms the features by scaling them into a specified range
Transforms the features by removing the mean and making the standard deviation be equal to 1
Transforms the rows by scaling them to a unit norm
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