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Jaida Kessler

Jaida Kessler

3 years ago

Need something better than SimpleImputer for missing value imputation?
Try KNNImputer or IterativeImputer (inspired by R’s MICE package). Both are multivariate approaches (they take other features into account!)

#data-science #machine-learning #developer

Impute missing values using KNNImputer or IterativeImputer

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Impute missing values using KNNImputer or IterativeImputer

Need something better than SimpleImputer for missing value imputation? Try KNNImputer or IterativeImputer (inspired by R's MICE package). Both are multivariate approaches (they take other features into account!)

3.70 GEEK