Impute missing values using Iterative Imputer | Simple Imputer | sklearn | pandas
Need something better than SimpleImputer for missing value imputation?
Try IterativeImputer (inspired by R's MICE package). Both are multivariate approaches (they take other features into account!)
A more sophisticated approach is to use the IterativeImputer class, which models each feature with missing values as a function of other features and uses that estimate for imputation.
https://scikit-learn.org/stable/modul...
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