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https://issues.apache.org/jira/browse/SPARK-21476?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16101476#comment-16101476
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Peng Meng edited comment on SPARK-21476 at 7/26/17 10:06 AM:
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Hi [~sagraw], could you please test copy pasted the transform method from
ProbabilisticClassificationModel into RandomForestClassificationModel, and
added broadcasting inside transform. Thanks.
was (Author: [email protected]):
Hi [~sagraw], could you please test copy pasted the transform method from
ProbabilisticClassifier into RandomForestClassificationModel, and added
broadcasting inside transform. Thanks.
> RandomForest classification model not using broadcast in transform
> ------------------------------------------------------------------
>
> Key: SPARK-21476
> URL: https://issues.apache.org/jira/browse/SPARK-21476
> Project: Spark
> Issue Type: Bug
> Components: ML
> Affects Versions: 2.2.0
> Reporter: Saurabh Agrawal
>
> I notice significant task deserialization latency while running prediction
> with pipelines using RandomForestClassificationModel. While digging into the
> source, found that the transform method in RandomForestClassificationModel
> binds to its parent ProbabilisticClassificationModel and the only concrete
> definition that RandomForestClassificationModel provides and which is
> actually used in transform is that of predictRaw. Broadcasting is not being
> used in predictRaw.
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