Computer scienceData scienceInstrumentsScikit-learnData preprocessing with scikit-learn

Additional feature scaling techniques in scikit-learn

Theory

The recovered transformation

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Let's say you have a plot of the feature distribution (AveRooms of the California housing dataset):

The original distribution of the AveRooms feature

After the transformation, the distribution looks like:

The AveRooms distribution change after applying some transformation

Which transformation was most likely applied?

Tip: Try applying the scalers on the column and plotting the resulting distributions.

Select one option from the list
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