Github user viirya commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20241#discussion_r161116898
  
    --- Diff: python/pyspark/ml/feature.py ---
    @@ -1577,6 +1577,8 @@ class OneHotEncoder(JavaTransformer, HasInputCol, 
HasOutputCol, JavaMLReadable,
     
         .. note:: This is different from scikit-learn's OneHotEncoder,
             which keeps all categories. The output vectors are sparse.
    +       Deprecated in 2.3.0. ``OneHotEncoderEstimator`` will be renamed 
``OneHotEncoder`` and this
    --- End diff --
    
    :py:class:`OneHotEncoderEstimator ` and :py:class:`OneHotEncoder`?


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