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https://issues.apache.org/jira/browse/SPARK-23042?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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DB Tsai resolved SPARK-23042.
-----------------------------
       Resolution: Fixed
    Fix Version/s: 2.4.0

Issue resolved by pull request 20232
[https://github.com/apache/spark/pull/20232]

> Use OneHotEncoderModel to encode labels in MultilayerPerceptronClassifier
> -------------------------------------------------------------------------
>
>                 Key: SPARK-23042
>                 URL: https://issues.apache.org/jira/browse/SPARK-23042
>             Project: Spark
>          Issue Type: Bug
>          Components: ML
>    Affects Versions: 2.3.0
>            Reporter: Liang-Chi Hsieh
>            Priority: Major
>             Fix For: 2.4.0
>
>
> In MultilayerPerceptronClassifier, we use RDD operation to encode labels for 
> now. I think we should use ML's OneHotEncoderEstimator/Model to do the 
> encoding.



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