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Module impute (1.11.0)
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Version 1.11.0 keyboard_arrow_down
Classes
SimpleImputer ( strategy : typing . Literal [ "mean ", "median ", "most_frequent "] = "mean ")
Univariate imputer for completing missing values with simple strategies.
Replace missing values using a descriptive statistic (e.g. mean, median, or
most frequent) along each column.
Parameter
Name
Description
strategy
{'mean', 'median', 'most_frequent'}, default='mean'
The imputation strategy. 'mean': replace missing values using the mean along the axis. 'median':replace missing values using the median along the axis. 'most_frequent', replace missing using the most frequent value along the axis.
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Last updated 2024-09-05 UTC.
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