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https://issues.apache.org/jira/browse/SPARK-11861?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15021297#comment-15021297
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Joseph K. Bradley commented on SPARK-11861:
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Exposing the single-tree API for this sounds fine to me.  I hid it originally 
because I did not have the time to research whether people trusted importance 
values from single trees.  Do you know if other libraries provide this?

> Feature importances for decision trees
> --------------------------------------
>
>                 Key: SPARK-11861
>                 URL: https://issues.apache.org/jira/browse/SPARK-11861
>             Project: Spark
>          Issue Type: New Feature
>          Components: ML
>            Reporter: Seth Hendrickson
>            Priority: Minor
>
> Feature importances should be added to decision trees leveraging the feature 
> importance implementation for Random Forests.



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