About sklearn.preprocessing.Imputer

Currently (2020/03/03), elementary, junior high and high schools are closed due to the spread of COVID-19 infection, and all the teaching materials of N preparatory school are open to the public for free. It is said that I am also working on "Introduction to Machine Learning", but a little trouble occurred in "12. How to handle missing values".

error

ImportError: cannot import name 'Imputer' from 'sklearn.preprocessing'

The version of scikit-learn that I use is 0.22.2, but it seems that sklearn.preprocessing.Imputer is not supported in this version.

https://scikit-learn.org/stable/modules/classes.html?highlight=sklearn%20preprocessing#module-sklearn.preprocessing


I searched for a solution.

https://scikit-learn.org/stable/modules/impute.html

from sklearn.impute import SimpleImputer

It seems that you should use.

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