Bertrand Dechoux created SPARK-9883:
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             Summary: Distance to each cluster given a point
                 Key: SPARK-9883
                 URL: https://issues.apache.org/jira/browse/SPARK-9883
             Project: Spark
          Issue Type: Improvement
          Components: MLlib
    Affects Versions: 1.4.1
            Reporter: Bertrand Dechoux
            Priority: Minor


Right now KMeansModel provides only a 'predict 'method which returns the index 
of the closest cluster.

https://spark.apache.org/docs/latest/api/java/org/apache/spark/mllib/clustering/KMeansModel.html#predict(org.apache.spark.mllib.linalg.Vector)

It would be nice to have a method giving the distance to all clusters.




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