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https://issues.apache.org/jira/browse/SPARK-8481?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14662428#comment-14662428
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Apache Spark commented on SPARK-8481:
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User 'jkbradley' has created a pull request for this issue:
https://github.com/apache/spark/pull/8039
> GaussianMixtureModel predict accepting single vector
> ----------------------------------------------------
>
> Key: SPARK-8481
> URL: https://issues.apache.org/jira/browse/SPARK-8481
> Project: Spark
> Issue Type: Improvement
> Components: MLlib
> Reporter: Dariusz Kobylarz
> Assignee: Dariusz Kobylarz
> Priority: Minor
> Labels: GaussianMixtureModel, MLlib
> Fix For: 1.5.0
>
> Original Estimate: 24h
> Remaining Estimate: 24h
>
> GaussianMixtureModel lacks a method to predict a cluster for a single input
> vector where no spark context would be involved, i.e.
> /** Maps given point to its cluster index. */
> def predict(point: Vector) : Int
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