Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/19527
  
    Agree on keeping the new OneHotEncoderEstimator as an alias for 3.0
    
    On Fri, 1 Dec 2017 at 23:29, jkbradley <notificati...@github.com> wrote:
    
    > *@jkbradley* commented on this pull request.
    > ------------------------------
    >
    > In mllib/src/main/scala/org/apache/spark/ml/feature/OneHotEncoder.scala
    > <https://github.com/apache/spark/pull/19527#discussion_r154452715>:
    >
    > > @@ -41,8 +41,12 @@ import org.apache.spark.sql.types.{DoubleType, 
NumericType, StructType}
    >   * The output vectors are sparse.
    >   *
    >   * @see `StringIndexer` for converting categorical values into category 
indices
    > + * @deprecated `OneHotEncoderEstimator` will be renamed `OneHotEncoder` 
and this `OneHotEncoder`
    >
    > Note for the future: For 3.0, it'd be nice to do what you're describing
    > here but also leave OneHotEncoderEstimator as a deprecated alias. That 
way,
    > user code won't break but will have deprecation warnings when upgrading to
    > 3.0.
    >
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