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https://issues.apache.org/jira/browse/SPARK-8547?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved SPARK-8547.
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    Resolution: Won't Fix

I think the resolution is "xgboost4j-scala"

> xgboost exploration
> -------------------
>
>                 Key: SPARK-8547
>                 URL: https://issues.apache.org/jira/browse/SPARK-8547
>             Project: Spark
>          Issue Type: New Feature
>          Components: ML, MLlib
>            Reporter: Joseph K. Bradley
>            Priority: Major
>
> There has been quite a bit of excitement around xgboost: 
> [https://github.com/dmlc/xgboost]
> It improves the parallelism of boosting by mixing boosting and bagging (where 
> bagging makes the algorithm more parallel).
> It would worth exploring implementing this within MLlib (probably as a new 
> algorithm).



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