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https://issues.apache.org/jira/browse/SPARK-9478?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15675699#comment-15675699
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German Eduardo Melo commented on SPARK-9478:
--------------------------------------------

[~sethah] I was wondering if you are working on this request...the current PR 
for the improvement is https://github.com/apache/spark/pull/13851, right? Due 
my research I am looking forward this feature, thanks a lot in advance for any 
update!

> Add class weights to Random Forest
> ----------------------------------
>
>                 Key: SPARK-9478
>                 URL: https://issues.apache.org/jira/browse/SPARK-9478
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 1.4.1
>            Reporter: Patrick Crenshaw
>
> Currently, this implementation of random forest does not support class 
> weights. Class weights are important when there is imbalanced training data 
> or the evaluation metric of a classifier is imbalanced (e.g. true positive 
> rate at some false positive threshold). 



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