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DOC add impute.rst to user guide content (#10809)
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qinhanmin2014 committed Mar 14, 2018
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1 change: 1 addition & 0 deletions doc/data_transforms.rst
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Expand Up @@ -28,6 +28,7 @@ scikit-learn.
modules/pipeline
modules/feature_extraction
modules/preprocessing
modules/impute
modules/unsupervised_reduction
modules/random_projection
modules/kernel_approximation
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4 changes: 3 additions & 1 deletion doc/modules/impute.rst
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.. _impute:

============================
Imputation of missing values
============================

.. currentmodule:: sklearn.impute

For various reasons, many real world datasets contain missing values, often
encoded as blanks, NaNs or other placeholders. Such datasets however are
incompatible with scikit-learn estimators which assume that all values in an
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