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https://issues.apache.org/jira/browse/SPARK-27944?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Apache Spark reassigned SPARK-27944:
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    Assignee:     (was: Apache Spark)

> Unify the behavior of checking empty output column names
> --------------------------------------------------------
>
>                 Key: SPARK-27944
>                 URL: https://issues.apache.org/jira/browse/SPARK-27944
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 3.0.0
>            Reporter: zhengruifeng
>            Priority: Minor
>
> In some algs (LDA, DT, GBTC, SVC, LR, MLP, NB), the transform method will 
> check whether an output column name is empty, and if all names are empty, it 
> will log a warning msg and do nothing.
>  
> It maybe better to make other algs (regression, ovr, clustering, als) also 
> check the output columns before transformation.



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