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From "Joseph K. Bradley (JIRA)" <j...@apache.org>
Subject [jira] [Assigned] (SPARK-10817) ML abstraction umbrella
Date Wed, 13 Jun 2018 22:56:00 GMT

     [ https://issues.apache.org/jira/browse/SPARK-10817?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Joseph K. Bradley reassigned SPARK-10817:
-----------------------------------------

    Assignee:     (was: Joseph K. Bradley)

> 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
>            Priority: Major
>
> 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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