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doc/modules/impute.rst
@@ -226,8 +226,8 @@ neighbors of samples with missing values::
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Missing value estimation methods for DNA microarrays, BIOINFORMATICS
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Vol. 17 no. 6, 2001 Pages 520-525.
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-Keeping the number of features constants
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-========================================
+Keeping the number of features constant
+=======================================
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By default, the scikit-learn imputers will drop fully empty features, i.e.
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columns containing only missing values. For instance::
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