Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/12604#issuecomment-214562765
  
    > OneVsRest with classifier in estimatorParamMaps of tuning fail to 
persistence
    
    Nice catch. Could you please create a JIRA and note this issue in the 
Python docstring, with a link to the JIRA?
    
    Your proposal might work, but it munges some ideas in OneVsRest and 
validation together.  I think we can devise a better long-term solution, but 
it's not a critical issue since it's a pretty fancy use case for OneVsRest.


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