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https://issues.apache.org/jira/browse/SPARK-9642?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14721801#comment-14721801
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Meihua Wu commented on SPARK-9642:
----------------------------------

[~sethah] Thank you for your help. I worked on this and have a draft version, 
which makes use of a few components in the PR for a similar issue of logistics 
regression (https://issues.apache.org/jira/browse/SPARK-7685). I am planning to 
send a PR after the issue 7685 is resolved. 

> LinearRegression should supported weighted data
> -----------------------------------------------
>
>                 Key: SPARK-9642
>                 URL: https://issues.apache.org/jira/browse/SPARK-9642
>             Project: Spark
>          Issue Type: New Feature
>          Components: ML
>            Reporter: Meihua Wu
>              Labels: 1.6
>
> In many modeling application, data points are not necessarily sampled with 
> equal probabilities. Linear regression should support weighting which account 
> the over or under sampling. 



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