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https://issues.apache.org/jira/browse/SPARK-9642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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DB Tsai resolved SPARK-9642.
----------------------------
       Resolution: Fixed
    Fix Version/s: 1.6.0

Issue resolved by pull request 8631
[https://github.com/apache/spark/pull/8631]

> 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
>            Assignee: Meihua Wu
>              Labels: 1.6
>             Fix For: 1.6.0
>
>
> 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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