[jira] [Commented] (SPARK-10817) ML abstraction umbrella

["Jeff Zhang (JIRA)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/SPARK-10817?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15080625#comment-15080625 ] 

Jeff Zhang commented on SPARK-10817:
------------------------------------

Hi, considering spark 2.0 may be the next major release, should we stabilize the ML abstraction in spark 2.0 ?

> ML abstraction umbrella
> -----------------------
>
>                 Key: SPARK-10817
>                 URL: https://issues.apache.org/jira/browse/SPARK-10817
>             Project: Spark
>          Issue Type: Umbrella
>          Components: ML
>            Reporter: Joseph K. Bradley
>            Assignee: Joseph K. Bradley
>            Priority: Critical
>
> This is an umbrella for discussing and creating ML abstractions.  This was originally handled under [SPARK-1856] and [SPARK-3702], under which we created the Pipelines API and some Developer APIs for classification and regression.
> This umbrella is for future work, including:
> * Stabilizing the classification and regression APIs
> * Discussing traits vs. abstract classes for abstraction APIs
> * Creating other abstractions not yet covered (clustering, multilabel prediction, etc.)
> Note that [SPARK-3702] still has useful discussion and design docs.



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