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https://issues.apache.org/jira/browse/SPARK-9841?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14695424#comment-14695424
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Joseph K. Bradley commented on SPARK-9841:
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For clear, the use case came up here: [SPARK-9847].  Having clear would have 
fixed the issue with conflicting/interacting parameters.

I'd be fine with making set() public, but it's not needed as much since we've 
been providing setter methods for all parameters.

> Params.clear needs to be public
> -------------------------------
>
>                 Key: SPARK-9841
>                 URL: https://issues.apache.org/jira/browse/SPARK-9841
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>            Reporter: Joseph K. Bradley
>
> It is currently impossible to clear Param values once set.  It would be 
> helpful to be able to.



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