Differences between sklearn's SimpleImputer and Imputer

Question

In python's sklearn library there exist two classes, which are doing approximately the same things: sklearn.preprocessing.Imputer and sklearn.impute.SimpleImputer

The only difference that I found is a "constant" strategy type in SimpeImputer. Is there any other differences? When should be Imputer used instead of SimpleImputer?

score 7 · Accepted Answer · answered Dec 24 '18 at 11:57

7

Imputer class is deprecated in 0.20 and will be removed in 0.22. Check the source code for details. Answer to your question is then easy: you should always use SimpleImputer.

answered Dec 24 '18 at 11:57

Lukasz Tracewski

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Thanks for your answer! – MefAldemisov Dec 24 '18 at 12:14

Differences between sklearn's SimpleImputer and Imputer

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