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https://issues.apache.org/jira/browse/SPARK-12566?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15096819#comment-15096819
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Xiangrui Meng commented on SPARK-12566:
---------------------------------------

After we have IRLS (SPARK-9835), it should be able to handle general loss/link 
functions in GLMs. We might need a class in Scala to provide a convenient 
interface for GLMs, but I'm not sure whether we should make it public. The 
support in R could be thin wrappers of it.

> GLM model family, link function support
> ---------------------------------------
>
>                 Key: SPARK-12566
>                 URL: https://issues.apache.org/jira/browse/SPARK-12566
>             Project: Spark
>          Issue Type: Umbrella
>          Components: ML
>            Reporter: Joseph K. Bradley
>
> This is an umbrella for extending the support of MLlib's Generalized Linear 
> Models (GLMs) to more model families and link functions.



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