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https://issues.apache.org/jira/browse/SPARK-7912?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-7912.
----------------------------------
       Resolution: Fixed
    Fix Version/s: 1.4.0

Issue resolved by pull request 6466
[https://github.com/apache/spark/pull/6466]

> Make OneHotEncoder more optimistic about the input
> --------------------------------------------------
>
>                 Key: SPARK-7912
>                 URL: https://issues.apache.org/jira/browse/SPARK-7912
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 1.4.0
>            Reporter: Xiangrui Meng
>            Assignee: Xiangrui Meng
>             Fix For: 1.4.0
>
>
> OneHotEncoder should be more robust on input. If the input column doesn't 
> have ML attribute. We should make scan its values and generate one.



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