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https://issues.apache.org/jira/browse/SPARK-7912?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14563480#comment-14563480
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Apache Spark commented on SPARK-7912:
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User 'mengxr' has created a pull request for this issue:
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
>
> 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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