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https://issues.apache.org/jira/browse/SPARK-5874?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-5874:
---------------------------------
    Description: 
I created this JIRA to collect feedbacks about the ML pipeline API we 
introduced in Spark 1.2. The target is to graduate this set of APIs in 1.4 with 
confidence, which requires valuable input from the community. I'll create 
sub-tasks for each major issue.

Design doc (WIP): 
https://docs.google.com/a/databricks.com/document/d/1plFBPJY_PriPTuMiFYLSm7fQgD1FieP4wt3oMVKMGcc/edit#

  was:I created this JIRA to collect feedbacks about the ML pipeline API we 
introduced in Spark 1.2. The target is to graduate this set of APIs in 1.4 with 
confidence, which requires valuable input from the community. I'll create 
sub-tasks for each major issue.


> How to improve the current ML pipeline API?
> -------------------------------------------
>
>                 Key: SPARK-5874
>                 URL: https://issues.apache.org/jira/browse/SPARK-5874
>             Project: Spark
>          Issue Type: Brainstorming
>          Components: ML
>            Reporter: Xiangrui Meng
>            Assignee: Xiangrui Meng
>            Priority: Critical
>
> I created this JIRA to collect feedbacks about the ML pipeline API we 
> introduced in Spark 1.2. The target is to graduate this set of APIs in 1.4 
> with confidence, which requires valuable input from the community. I'll 
> create sub-tasks for each major issue.
> Design doc (WIP): 
> https://docs.google.com/a/databricks.com/document/d/1plFBPJY_PriPTuMiFYLSm7fQgD1FieP4wt3oMVKMGcc/edit#



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