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https://issues.apache.org/jira/browse/SPARK-1856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-1856.
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       Resolution: Fixed
    Fix Version/s: 1.5.0

I'm closing this.  The Pipelines API is pretty much set.  [~mengxr]

> Standardize MLlib interfaces
> ----------------------------
>
>                 Key: SPARK-1856
>                 URL: https://issues.apache.org/jira/browse/SPARK-1856
>             Project: Spark
>          Issue Type: Umbrella
>          Components: MLlib
>            Reporter: Xiangrui Meng
>            Assignee: Xiangrui Meng
>            Priority: Critical
>             Fix For: 1.5.0
>
>
> Instead of expanding MLlib based on the current class naming scheme 
> (ProblemWithAlgorithm),  we should standardize MLlib's interfaces that 
> clearly separate datasets, formulations, algorithms, parameter sets, and 
> models.



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